diff --git a/README.md b/README.md
index c996c75..3b52c76 100644
--- a/README.md
+++ b/README.md
@@ -27,9 +27,7 @@
 extending JSON with object database ideas
 
 - __Query languages__<br/>
-Two expressive and declarative query languages ([SQL++](http://asterixdb.apache.org/docs/0.9.1/sqlpp/manual.html)
-and [AQL](http://asterixdb.apache.org/docs/0.9.1/aql/manual.html)) that support a broad range of queries and analysis
-over semistructured data
+An expressive and declarative query language ([SQL++](http://asterixdb.apache.org/docs/0.9.7/sqlpp/manual.html) that supports a broad range of queries and analysis over semistructured data
 
 - __Scalability__<br/>
 A parallel runtime query execution engine, Apache Hyracks, that has been scale-tested on up to 1000+ cores and 500+ disks
@@ -95,6 +93,7 @@
 are used in the documentation that are generated directly from the grammar.
 
 * [master](https://ci.apache.org/projects/asterixdb/index.html) |
+  [0.9.7](http://asterixdb.apache.org/docs/0.9.7/index.html) |
   [0.9.6](http://asterixdb.apache.org/docs/0.9.6/index.html) |
   [0.9.5](http://asterixdb.apache.org/docs/0.9.5/index.html) |
   [0.9.4.1](http://asterixdb.apache.org/docs/0.9.4.1/index.html) |
diff --git a/asterixdb/LICENSE b/asterixdb/LICENSE
index 4b2db69..cc61b93 100644
--- a/asterixdb/LICENSE
+++ b/asterixdb/LICENSE
@@ -301,15 +301,6 @@
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
 ---
-   Portions of the AsterixDB runtime
-       located at:
-         asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/*
-
-   are available under The Apache License, Version 2.0:
----
-   Source files in asterix-hivecompat are derived from portions of Apache Hive
-   Query Language v0.13.0 (org.apache.hive:hive-exec).
----
    Portions of the AsterixDB Dashboard fonts
        located at:
          asterix-dashboard/src/main/resources/assets/fonts/material-icons/MaterialIcons-Regular.eot,
diff --git a/asterixdb/asterix-active/pom.xml b/asterixdb/asterix-active/pom.xml
index 5190f9d..971534f 100644
--- a/asterixdb/asterix-active/pom.xml
+++ b/asterixdb/asterix-active/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-active</artifactId>
   <properties>
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/Activity.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/Activity.java
deleted file mode 100644
index 7c047c3..0000000
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/Activity.java
+++ /dev/null
@@ -1,82 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements. See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership. The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License. You may obtain a copy of the License at
- * http://www.apache.org/licenses/LICENSE-2.0
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied. See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-package org.apache.asterix.active;
-
-import java.util.Map;
-
-import org.apache.asterix.common.metadata.DataverseName;
-
-public class Activity implements Comparable<Activity> {
-
-    protected int activityId;
-    protected final EntityId activeEntityId;
-    protected final Map<String, String> activityDetails;
-
-    public Activity(EntityId activeEntityId, Map<String, String> activityDetails) {
-        this.activeEntityId = activeEntityId;
-        this.activityDetails = activityDetails;
-    }
-
-    public DataverseName getDataverseName() {
-        return activeEntityId.getDataverseName();
-    }
-
-    public String getActiveEntityName() {
-        return activeEntityId.getEntityName();
-    }
-
-    @Override
-    public boolean equals(Object other) {
-        if (this == other) {
-            return true;
-        }
-        if (!(other instanceof Activity)) {
-            return false;
-        }
-        return ((Activity) other).activeEntityId.equals(activeEntityId)
-                && ((Activity) other).getActivityId() != (activityId);
-    }
-
-    @Override
-    public int hashCode() {
-        return toString().hashCode();
-    }
-
-    @Override
-    public String toString() {
-        return activeEntityId + "." + activityId;
-    }
-
-    public int getActivityId() {
-        return activityId;
-    }
-
-    public void setActivityId(int activityId) {
-        this.activityId = activityId;
-    }
-
-    public Map<String, String> getActivityDetails() {
-        return activityDetails;
-    }
-
-    @Override
-    public int compareTo(Activity o) {
-        return o.getActivityId() - this.activityId;
-    }
-
-}
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/CountRetryPolicyFactory.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/CountRetryPolicyFactory.java
deleted file mode 100644
index 477bb5a..0000000
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/CountRetryPolicyFactory.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.active;
-
-import org.apache.hyracks.util.CountRetryPolicy;
-import org.apache.hyracks.util.IRetryPolicy;
-
-public class CountRetryPolicyFactory implements IRetryPolicyFactory {
-
-    private final int count;
-
-    public CountRetryPolicyFactory(int count) {
-        this.count = count;
-    }
-
-    @Override
-    public IRetryPolicy create(IActiveEntityEventsListener listener) {
-        return new CountRetryPolicy(count);
-    }
-
-}
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveMessage.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveMessage.java
deleted file mode 100644
index e4c7171..0000000
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveMessage.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.active;
-
-import java.io.Serializable;
-
-import org.apache.hyracks.api.dataflow.value.JSONSerializable;
-
-/**
- * @deprecated
- *             This interface is expected to go away. instead, one should use the IMessageBroker interfaces to exchange
- *             messages
- */
-@Deprecated
-public interface IActiveMessage extends Serializable, JSONSerializable {
-
-    public enum MessageType {
-        END
-    }
-
-    /**
-     * Gets the type associated with this message
-     *
-     * @return MessageType type associated with this message
-     */
-    public MessageType getMessageType();
-
-}
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveNotificationHandler.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveNotificationHandler.java
index 1d29828..60bfa69 100644
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveNotificationHandler.java
+++ b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/IActiveNotificationHandler.java
@@ -33,19 +33,6 @@
     void recover();
 
     /**
-     * Set whether handler initialization has completed or not
-     *
-     * @param initialized
-     * @throws HyracksDataException
-     */
-    void setInitialized(boolean initialized) throws HyracksDataException;
-
-    /**
-     * @return true if initialization has completed, false otherwise
-     */
-    boolean isInitialized();
-
-    /**
      * Register a listener for events of an active entity
      *
      * @param listener
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicy.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicy.java
deleted file mode 100644
index 6f43c64..0000000
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicy.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.active;
-
-import org.apache.hyracks.util.IRetryPolicy;
-
-public class InfiniteRetryPolicy implements IRetryPolicy {
-
-    private final IActiveEntityEventsListener listener;
-
-    public InfiniteRetryPolicy(IActiveEntityEventsListener listener) {
-        this.listener = listener;
-    }
-
-    @Override
-    public boolean retry(Throwable failure) {
-        synchronized (listener) {
-            try {
-                listener.wait(5000); //NOSONAR this method is being called in a while loop
-            } catch (InterruptedException e) {
-                Thread.currentThread().interrupt();
-                return false;
-            }
-        }
-        return true;
-    }
-
-}
diff --git a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicyFactory.java b/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicyFactory.java
deleted file mode 100644
index d33e1da..0000000
--- a/asterixdb/asterix-active/src/main/java/org/apache/asterix/active/InfiniteRetryPolicyFactory.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.active;
-
-import org.apache.hyracks.util.IRetryPolicy;
-
-public class InfiniteRetryPolicyFactory implements IRetryPolicyFactory {
-
-    @Override
-    public IRetryPolicy create(IActiveEntityEventsListener listener) {
-        return new InfiniteRetryPolicy(listener);
-    }
-
-}
diff --git a/asterixdb/asterix-algebra/pom.xml b/asterixdb/asterix-algebra/pom.xml
index cf5802f..7a32f42 100644
--- a/asterixdb/asterix-algebra/pom.xml
+++ b/asterixdb/asterix-algebra/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-algebra</artifactId>
 
@@ -129,12 +129,6 @@
       <groupId>org.apache.asterix</groupId>
       <artifactId>asterix-external-data</artifactId>
       <version>${project.version}</version>
-      <exclusions>
-        <exclusion>
-          <groupId>org.apache.hive</groupId>
-          <artifactId>hive-exec</artifactId>
-        </exclusion>
-      </exclusions>
     </dependency>
     <dependency>
       <groupId>org.apache.hyracks</groupId>
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/CommitOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/CommitOperator.java
index 6578c9c..135c3e3 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/CommitOperator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/CommitOperator.java
@@ -44,6 +44,10 @@
         this.isSink = isSink;
     }
 
+    public List<LogicalVariable> getPrimaryKeyLogicalVars() {
+        return this.primaryKeyLogicalVars;
+    }
+
     @Override
     public boolean isMap() {
         return false;
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/BTreeSearchPOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/BTreeSearchPOperator.java
index 8c2c1df..06a6687 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/BTreeSearchPOperator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/BTreeSearchPOperator.java
@@ -21,6 +21,8 @@
 import java.util.ArrayList;
 import java.util.List;
 
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.metadata.declared.DataSourceId;
 import org.apache.asterix.metadata.declared.DataSourceIndex;
 import org.apache.asterix.metadata.declared.MetadataProvider;
@@ -37,7 +39,6 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
@@ -46,6 +47,7 @@
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.BroadcastPartitioningProperty;
@@ -61,6 +63,7 @@
 import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
 
 /**
@@ -116,31 +119,45 @@
         int[] lowKeyIndexes = getKeyIndexes(jobGenParams.getLowKeyVarList(), inputSchemas);
         int[] highKeyIndexes = getKeyIndexes(jobGenParams.getHighKeyVarList(), inputSchemas);
 
+        boolean propagateFilter = unnestMap.propagateIndexFilter();
+        IMissingWriterFactory nonFilterWriterFactory = getNonFilterWriterFactory(propagateFilter, context);
         int[] minFilterFieldIndexes = getKeyIndexes(unnestMap.getMinFilterVars(), inputSchemas);
         int[] maxFilterFieldIndexes = getKeyIndexes(unnestMap.getMaxFilterVars(), inputSchemas);
-        boolean propagateFilter = unnestMap.propagateIndexFilter();
 
         MetadataProvider metadataProvider = (MetadataProvider) context.getMetadataProvider();
         Dataset dataset = metadataProvider.findDataset(jobGenParams.getDataverseName(), jobGenParams.getDatasetName());
         IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
         ITupleFilterFactory tupleFilterFactory = null;
         long outputLimit = -1;
-        if (unnestMap.getOperatorTag() == LogicalOperatorTag.UNNEST_MAP) {
-            UnnestMapOperator unnestMapOp = (UnnestMapOperator) unnestMap;
-            outputLimit = unnestMapOp.getOutputLimit();
-            if (unnestMapOp.getSelectCondition() != null) {
-                tupleFilterFactory = metadataProvider.createTupleFilterFactory(new IOperatorSchema[] { opSchema },
-                        typeEnv, unnestMapOp.getSelectCondition().getValue(), context);
-            }
+        boolean retainMissing = false;
+        IMissingWriterFactory nonMatchWriterFactory = null;
+        switch (unnestMap.getOperatorTag()) {
+            case UNNEST_MAP:
+                UnnestMapOperator unnestMapOp = (UnnestMapOperator) unnestMap;
+                outputLimit = unnestMapOp.getOutputLimit();
+                if (unnestMapOp.getSelectCondition() != null) {
+                    tupleFilterFactory = metadataProvider.createTupleFilterFactory(new IOperatorSchema[] { opSchema },
+                            typeEnv, unnestMapOp.getSelectCondition().getValue(), context);
+                }
+                break;
+            case LEFT_OUTER_UNNEST_MAP:
+                // By nature, LEFT_OUTER_UNNEST_MAP should generate missing (or null) values for non-matching tuples.
+                retainMissing = true;
+                nonMatchWriterFactory =
+                        getNonMatchWriterFactory(((LeftOuterUnnestMapOperator) unnestMap).getMissingValue(), context,
+                                unnestMap.getSourceLocation());
+                break;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, unnestMap.getSourceLocation(),
+                        String.valueOf(unnestMap.getOperatorTag()));
         }
-        // By nature, LEFT_OUTER_UNNEST_MAP should generate null values for non-matching tuples.
-        boolean retainMissing = op.getOperatorTag() == LogicalOperatorTag.LEFT_OUTER_UNNEST_MAP;
+
         Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> btreeSearch = metadataProvider.buildBtreeRuntime(
-                builder.getJobSpec(), opSchema, typeEnv, context, jobGenParams.getRetainInput(), retainMissing, dataset,
-                jobGenParams.getIndexName(), lowKeyIndexes, highKeyIndexes, jobGenParams.isLowKeyInclusive(),
-                jobGenParams.isHighKeyInclusive(), propagateFilter, minFilterFieldIndexes, maxFilterFieldIndexes,
-                tupleFilterFactory, outputLimit, unnestMap.getGenerateCallBackProceedResultVar(),
-                isPrimaryIndexPointSearch(op));
+                builder.getJobSpec(), opSchema, typeEnv, context, jobGenParams.getRetainInput(), retainMissing,
+                nonMatchWriterFactory, dataset, jobGenParams.getIndexName(), lowKeyIndexes, highKeyIndexes,
+                jobGenParams.isLowKeyInclusive(), jobGenParams.isHighKeyInclusive(), propagateFilter,
+                nonFilterWriterFactory, minFilterFieldIndexes, maxFilterFieldIndexes, tupleFilterFactory, outputLimit,
+                unnestMap.getGenerateCallBackProceedResultVar(), isPrimaryIndexPointSearch(op));
         IOperatorDescriptor opDesc = btreeSearch.first;
         opDesc.setSourceLocation(unnestMap.getSourceLocation());
 
@@ -156,7 +173,7 @@
             return false;
         }
         Index searchIndex = ((DataSourceIndex) idx).getIndex();
-        int numberOfKeyFields = searchIndex.getKeyFieldNames().size();
+        int numberOfKeyFields = ((Index.ValueIndexDetails) searchIndex.getIndexDetails()).getKeyFieldNames().size();
 
         if (lowKeyVarList.size() != numberOfKeyFields || highKeyVarList.size() != numberOfKeyFields) {
             return false;
@@ -186,7 +203,8 @@
 
                 // If this is a composite primary index, then all of the keys should be provided.
                 Index searchIndex = ((DataSourceIndex) idx).getIndex();
-                int numberOfKeyFields = searchIndex.getKeyFieldNames().size();
+                int numberOfKeyFields =
+                        ((Index.ValueIndexDetails) searchIndex.getIndexDetails()).getKeyFieldNames().size();
 
                 if (numberOfKeyFields < 2
                         || (lowKeyVarList.size() == numberOfKeyFields && highKeyVarList.size() == numberOfKeyFields)) {
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/IndexSearchPOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/IndexSearchPOperator.java
index 73fcf92..4de30ce 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/IndexSearchPOperator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/IndexSearchPOperator.java
@@ -20,10 +20,13 @@
 
 import java.util.List;
 
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.metadata.declared.DataSourceId;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
@@ -36,6 +39,9 @@
 import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
 import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
 import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
+import org.apache.hyracks.api.exceptions.SourceLocation;
 
 /**
  * Class that embodies the commonalities between access method physical operators.
@@ -102,4 +108,21 @@
         }
         return ss;
     }
+
+    protected static IMissingWriterFactory getNonMatchWriterFactory(IAlgebricksConstantValue missingValue,
+            JobGenContext context, SourceLocation sourceLoc) throws CompilationException {
+        IMissingWriterFactory nonMatchWriterFactory;
+        if (missingValue.isMissing()) {
+            nonMatchWriterFactory = context.getMissingWriterFactory();
+        } else if (missingValue.isNull()) {
+            nonMatchWriterFactory = context.getNullWriterFactory();
+        } else {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, missingValue.toString());
+        }
+        return nonMatchWriterFactory;
+    }
+
+    protected static IMissingWriterFactory getNonFilterWriterFactory(boolean propagateFilter, JobGenContext context) {
+        return propagateFilter ? context.getMissingWriterFactory() : null;
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/InvertedIndexPOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/InvertedIndexPOperator.java
index 4ad7d3f..00eef69 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/InvertedIndexPOperator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/InvertedIndexPOperator.java
@@ -26,6 +26,7 @@
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.FullTextUtil;
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.constants.AsterixConstantValue;
 import org.apache.asterix.om.functions.BuiltinFunctions;
@@ -48,11 +49,13 @@
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
 import org.apache.hyracks.algebricks.core.algebra.properties.LocalMemoryRequirements;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.job.JobSpecification;
 import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
@@ -61,6 +64,7 @@
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 /**
@@ -115,13 +119,18 @@
         Dataset dataset = metadataProvider.findDataset(jobGenParams.getDataverseName(), jobGenParams.getDatasetName());
         int[] keyIndexes = getKeyIndexes(jobGenParams.getKeyVarList(), inputSchemas);
 
+        boolean propagateIndexFilter = unnestMapOp.propagateIndexFilter();
+        IMissingWriterFactory nonFilterWriterFactory = getNonFilterWriterFactory(propagateIndexFilter, context);
         int[] minFilterFieldIndexes = getKeyIndexes(unnestMapOp.getMinFilterVars(), inputSchemas);
         int[] maxFilterFieldIndexes = getKeyIndexes(unnestMapOp.getMaxFilterVars(), inputSchemas);
-        boolean retainNull = false;
+        boolean retainMissing = false;
+        IMissingWriterFactory nonMatchWriterFactory = null;
         if (op.getOperatorTag() == LogicalOperatorTag.LEFT_OUTER_UNNEST_MAP) {
-            // By nature, LEFT_OUTER_UNNEST_MAP should generate null values for non-matching
-            // tuples.
-            retainNull = true;
+            // By nature, LEFT_OUTER_UNNEST_MAP should generate null values for non-matching tuples
+            retainMissing = true;
+            nonMatchWriterFactory =
+                    getNonMatchWriterFactory(((LeftOuterUnnestMapOperator) unnestMapOp).getMissingValue(), context,
+                            unnestMapOp.getSourceLocation());
         }
         // In-memory budget (frame limit) for inverted-index search operations
         int frameLimit = localMemoryRequirements.getMemoryBudgetInFrames();
@@ -129,9 +138,10 @@
         // Build runtime.
         Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> invIndexSearch =
                 buildInvertedIndexRuntime(metadataProvider, context, builder.getJobSpec(), unnestMapOp, opSchema,
-                        jobGenParams.getRetainInput(), retainNull, jobGenParams.getDatasetName(), dataset,
-                        jobGenParams.getIndexName(), jobGenParams.getSearchKeyType(), keyIndexes,
-                        jobGenParams.getSearchModifierType(), jobGenParams.getSimilarityThreshold(),
+                        jobGenParams.getRetainInput(), retainMissing, nonMatchWriterFactory,
+                        jobGenParams.getDatasetName(), dataset, jobGenParams.getIndexName(),
+                        jobGenParams.getSearchKeyType(), keyIndexes, jobGenParams.getSearchModifierType(),
+                        jobGenParams.getSimilarityThreshold(), propagateIndexFilter, nonFilterWriterFactory,
                         minFilterFieldIndexes, maxFilterFieldIndexes, jobGenParams.getIsFullTextSearch(), frameLimit);
         IOperatorDescriptor opDesc = invIndexSearch.first;
         opDesc.setSourceLocation(unnestMapOp.getSourceLocation());
@@ -146,11 +156,11 @@
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildInvertedIndexRuntime(
             MetadataProvider metadataProvider, JobGenContext context, JobSpecification jobSpec,
             AbstractUnnestMapOperator unnestMap, IOperatorSchema opSchema, boolean retainInput, boolean retainMissing,
-            String datasetName, Dataset dataset, String indexName, ATypeTag searchKeyType, int[] keyFields,
-            SearchModifierType searchModifierType, IAlgebricksConstantValue similarityThreshold,
-            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, boolean isFullTextSearchQuery, int frameLimit)
-            throws AlgebricksException {
-        boolean propagateIndexFilter = unnestMap.propagateIndexFilter();
+            IMissingWriterFactory nonMatchWriterFactory, String datasetName, Dataset dataset, String indexName,
+            ATypeTag searchKeyType, int[] keyFields, SearchModifierType searchModifierType,
+            IAlgebricksConstantValue similarityThreshold, boolean propagateIndexFilter,
+            IMissingWriterFactory nonFilterWriterFactory, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes,
+            boolean isFullTextSearchQuery, int frameLimit) throws AlgebricksException {
         IAObject simThresh = ((AsterixConstantValue) similarityThreshold).getObject();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
         Index secondaryIndex = MetadataManager.INSTANCE.getIndex(metadataProvider.getMetadataTxnContext(),
@@ -170,15 +180,20 @@
                 InvertedIndexAccessMethod.getSearchModifierFactory(searchModifierType, simThresh, secondaryIndex);
         IBinaryTokenizerFactory queryTokenizerFactory =
                 InvertedIndexAccessMethod.getBinaryTokenizerFactory(searchModifierType, searchKeyType, secondaryIndex);
+        IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory =
+                FullTextUtil.fetchFilterAndCreateConfigEvaluator(metadataProvider, secondaryIndex.getDataverseName(),
+                        ((Index.TextIndexDetails) secondaryIndex.getIndexDetails()).getFullTextConfigName());
         IIndexDataflowHelperFactory dataflowHelperFactory = new IndexDataflowHelperFactory(
                 metadataProvider.getStorageComponentProvider().getStorageManager(), secondarySplitsAndConstraint.first);
+
         LSMInvertedIndexSearchOperatorDescriptor invIndexSearchOp = new LSMInvertedIndexSearchOperatorDescriptor(
-                jobSpec, outputRecDesc, queryField, dataflowHelperFactory, queryTokenizerFactory, searchModifierFactory,
-                retainInput, retainMissing, context.getMissingWriterFactory(),
+                jobSpec, outputRecDesc, queryField, dataflowHelperFactory, queryTokenizerFactory,
+                fullTextConfigEvaluatorFactory, searchModifierFactory, retainInput, retainMissing,
+                nonMatchWriterFactory,
                 dataset.getSearchCallbackFactory(metadataProvider.getStorageComponentProvider(), secondaryIndex,
                         IndexOperation.SEARCH, null),
                 minFilterFieldIndexes, maxFilterFieldIndexes, isFullTextSearchQuery, numPrimaryKeys,
-                propagateIndexFilter, frameLimit);
+                propagateIndexFilter, nonFilterWriterFactory, frameLimit);
         return new Pair<>(invIndexSearchOp, secondarySplitsAndConstraint.second);
     }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/RTreeSearchPOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/RTreeSearchPOperator.java
index a80e5b3..6534ebe 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/RTreeSearchPOperator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/RTreeSearchPOperator.java
@@ -42,10 +42,12 @@
 import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
 import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 
 /**
  * Contributes the runtime operator for an unnest-map representing a RTree
@@ -82,6 +84,7 @@
         int[] keyIndexes = getKeyIndexes(jobGenParams.getKeyVarList(), inputSchemas);
 
         boolean propagateIndexFilter = unnestMap.propagateIndexFilter();
+        IMissingWriterFactory nonFilterWriterFactory = getNonFilterWriterFactory(propagateIndexFilter, context);
         int[] minFilterFieldIndexes = getKeyIndexes(unnestMap.getMinFilterVars(), inputSchemas);
         int[] maxFilterFieldIndexes = getKeyIndexes(unnestMap.getMaxFilterVars(), inputSchemas);
 
@@ -93,15 +96,20 @@
             outputVars = new ArrayList<LogicalVariable>();
             VariableUtilities.getLiveVariables(unnestMap, outputVars);
         }
-        boolean retainNull = false;
+        boolean retainMissing = false;
+        IMissingWriterFactory nonMatchWriterFactory = null;
         if (op.getOperatorTag() == LogicalOperatorTag.LEFT_OUTER_UNNEST_MAP) {
             // By nature, LEFT_OUTER_UNNEST_MAP should generate null values for non-matching tuples.
-            retainNull = true;
+            retainMissing = true;
+            nonMatchWriterFactory = getNonMatchWriterFactory(((LeftOuterUnnestMapOperator) unnestMap).getMissingValue(),
+                    context, unnestMap.getSourceLocation());
         }
-        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> rtreeSearch = mp.buildRtreeRuntime(
-                builder.getJobSpec(), outputVars, opSchema, typeEnv, context, jobGenParams.getRetainInput(), retainNull,
-                dataset, jobGenParams.getIndexName(), keyIndexes, propagateIndexFilter, minFilterFieldIndexes,
-                maxFilterFieldIndexes, unnestMap.getGenerateCallBackProceedResultVar());
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> rtreeSearch =
+                mp.buildRtreeRuntime(builder.getJobSpec(), outputVars, opSchema, typeEnv, context,
+                        jobGenParams.getRetainInput(), retainMissing, nonMatchWriterFactory, dataset,
+                        jobGenParams.getIndexName(), keyIndexes, propagateIndexFilter, nonFilterWriterFactory,
+                        minFilterFieldIndexes, maxFilterFieldIndexes, unnestMap.getGenerateCallBackProceedResultVar());
         IOperatorDescriptor opDesc = rtreeSearch.first;
         opDesc.setSourceLocation(unnestMap.getSourceLocation());
 
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/SpatialJoinPOperator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/SpatialJoinPOperator.java
new file mode 100644
index 0000000..c0d9f4b
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/algebra/operators/physical/SpatialJoinPOperator.java
@@ -0,0 +1,180 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.asterix.runtime.operators.joins.spatial.PlaneSweepJoinOperatorDescriptor;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtilFactory;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+
+/**
+ * The right input is broadcast and the left input can be partitioned in any way.
+ */
+public class SpatialJoinPOperator extends AbstractJoinPOperator {
+
+    private final List<LogicalVariable> keysLeftBranch;
+    private final List<LogicalVariable> keysRightBranch;
+
+    protected final ISpatialJoinUtilFactory mjcf;
+    private final int memSizeInFrames;
+
+    public SpatialJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType,
+            List<LogicalVariable> keysLeftBranch, List<LogicalVariable> keysRightBranch, int memSizeInFrames,
+            ISpatialJoinUtilFactory mjcf) {
+        super(kind, partitioningType);
+        this.keysLeftBranch = keysLeftBranch;
+        this.keysRightBranch = keysRightBranch;
+        this.mjcf = mjcf;
+        this.memSizeInFrames = memSizeInFrames;
+    }
+
+    public List<LogicalVariable> getKeysLeftBranch() {
+        return keysLeftBranch;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SPATIAL_JOIN;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public String toString() {
+        return "SPATIAL_JOIN" + " " + keysLeftBranch + " " + keysRightBranch;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator iop, IOptimizationContext context)
+            throws AlgebricksException {
+        IPartitioningProperty pp;
+        AbstractLogicalOperator op = (AbstractLogicalOperator) iop;
+
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.LOCAL) {
+            AbstractLogicalOperator op0 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            IPhysicalPropertiesVector pv0 = op0.getPhysicalOperator().getDeliveredProperties();
+            AbstractLogicalOperator op1 = (AbstractLogicalOperator) op.getInputs().get(1).getValue();
+            IPhysicalPropertiesVector pv1 = op1.getPhysicalOperator().getDeliveredProperties();
+
+            if (pv0 == null || pv1 == null) {
+                pp = null;
+            } else {
+                pp = pv0.getPartitioningProperty();
+            }
+        } else {
+            pp = IPartitioningProperty.UNPARTITIONED;
+        }
+        this.deliveredProperties = new StructuralPropertiesVector(pp, deliveredLocalProperties(iop, context));
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> keysLeftBranchTileId = new ArrayList<>();
+        keysLeftBranchTileId.add(keysLeftBranch.get(0));
+        List<LogicalVariable> keysRightBranchTileId = new ArrayList<>();
+        keysRightBranchTileId.add(keysRightBranch.get(0));
+        IPartitioningProperty pp1 = new UnorderedPartitionedProperty(new ListSet<>(keysLeftBranchTileId),
+                context.getComputationNodeDomain());
+        IPartitioningProperty pp2 = new UnorderedPartitionedProperty(new ListSet<>(keysRightBranchTileId),
+                context.getComputationNodeDomain());
+
+        List<ILocalStructuralProperty> localProperties1 = new ArrayList<>();
+        List<OrderColumn> orderColumns1 = new ArrayList<OrderColumn>();
+        orderColumns1.add(new OrderColumn(keysLeftBranch.get(0), OrderOperator.IOrder.OrderKind.ASC));
+        orderColumns1.add(new OrderColumn(keysLeftBranch.get(1), OrderOperator.IOrder.OrderKind.ASC));
+        localProperties1.add(new LocalOrderProperty(orderColumns1));
+
+        List<ILocalStructuralProperty> localProperties2 = new ArrayList<>();
+        List<OrderColumn> orderColumns2 = new ArrayList<OrderColumn>();
+        orderColumns2.add(new OrderColumn(keysRightBranch.get(0), OrderOperator.IOrder.OrderKind.ASC));
+        orderColumns2.add(new OrderColumn(keysRightBranch.get(1), OrderOperator.IOrder.OrderKind.ASC));
+        localProperties2.add(new LocalOrderProperty(orderColumns2));
+
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[2];
+        pv[0] = new StructuralPropertiesVector(pp1, localProperties1);
+        pv[1] = new StructuralPropertiesVector(pp2, localProperties2);
+
+        return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        int[] keysBuild = JobGenHelper.variablesToFieldIndexes(keysLeftBranch, inputSchemas[0]);
+        int[] keysProbe = JobGenHelper.variablesToFieldIndexes(keysRightBranch, inputSchemas[1]);
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        RecordDescriptor recordDescriptor =
+                JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
+
+        IOperatorDescriptor opDesc = new PlaneSweepJoinOperatorDescriptor(spec, memSizeInFrames, keysBuild, keysProbe,
+                recordDescriptor, mjcf);
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src1 = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src1, 0, op, 0);
+        ILogicalOperator src2 = op.getInputs().get(1).getValue();
+        builder.contributeGraphEdge(src2, 0, op, 1);
+    }
+
+    protected List<ILocalStructuralProperty> deliveredLocalProperties(ILogicalOperator op,
+            IOptimizationContext context) {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector pv0 = op0.getPhysicalOperator().getDeliveredProperties();
+        List<ILocalStructuralProperty> lp0 = pv0.getLocalProperties();
+        if (lp0 != null) {
+            // maintains the local properties on the probe side
+            return new LinkedList<>(lp0);
+        }
+        return new LinkedList<>();
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/jobgen/QueryLogicalExpressionJobGen.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/jobgen/QueryLogicalExpressionJobGen.java
index 2a662d0..b1d0b47 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/jobgen/QueryLogicalExpressionJobGen.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/jobgen/QueryLogicalExpressionJobGen.java
@@ -137,9 +137,14 @@
             IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
             throws AlgebricksException {
         IScalarEvaluatorFactory[] args = codegenArguments(expr, env, inputSchemas, context);
-        IFunctionDescriptor fd = expr.getFunctionInfo() instanceof IExternalFunctionInfo
-                ? ExternalFunctionDescriptorProvider.resolveExternalFunction(expr, env, context)
-                : resolveFunction(expr, env, context);
+        IFunctionDescriptor fd;
+        if (expr.getFunctionInfo() instanceof IExternalFunctionInfo) {
+            // Expr is an external function
+            fd = ExternalFunctionDescriptorProvider.resolveExternalFunction(expr, env, context);
+        } else {
+            // Expr is an internal (built-in) function
+            fd = resolveFunction(expr, env, context);
+        }
         return fd.createEvaluatorFactory(args);
     }
 
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/base/RuleCollections.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/base/RuleCollections.java
index fc52f89..5493dd1 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/base/RuleCollections.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/base/RuleCollections.java
@@ -45,9 +45,11 @@
 import org.apache.asterix.optimizer.rules.ExtractOrderExpressionsRule;
 import org.apache.asterix.optimizer.rules.ExtractWindowExpressionsRule;
 import org.apache.asterix.optimizer.rules.FeedScanCollectionToUnnest;
+import org.apache.asterix.optimizer.rules.FilterRefineSpatialJoinRuleForSTDistanceFunction;
+import org.apache.asterix.optimizer.rules.FilterRefineSpatialJoinRuleForSTFunctions;
 import org.apache.asterix.optimizer.rules.FindDataSourcesRule;
 import org.apache.asterix.optimizer.rules.FixReplicateOperatorOutputsRule;
-import org.apache.asterix.optimizer.rules.FullTextContainsParameterCheckRule;
+import org.apache.asterix.optimizer.rules.FullTextContainsParameterCheckAndSetRule;
 import org.apache.asterix.optimizer.rules.FuzzyEqRule;
 import org.apache.asterix.optimizer.rules.InjectTypeCastForFunctionArgumentsRule;
 import org.apache.asterix.optimizer.rules.InjectTypeCastForUnionRule;
@@ -66,15 +68,16 @@
 import org.apache.asterix.optimizer.rules.LoadRecordFieldsRule;
 import org.apache.asterix.optimizer.rules.MetaFunctionToMetaVariableRule;
 import org.apache.asterix.optimizer.rules.NestGroupByRule;
+import org.apache.asterix.optimizer.rules.PullSelectOutOfSpatialJoin;
 import org.apache.asterix.optimizer.rules.PushAggFuncIntoStandaloneAggregateRule;
 import org.apache.asterix.optimizer.rules.PushAggregateIntoNestedSubplanRule;
 import org.apache.asterix.optimizer.rules.PushFieldAccessRule;
-import org.apache.asterix.optimizer.rules.PushFieldAccessToExternalDataScanRule;
 import org.apache.asterix.optimizer.rules.PushGroupByThroughProduct;
 import org.apache.asterix.optimizer.rules.PushLimitIntoOrderByRule;
 import org.apache.asterix.optimizer.rules.PushLimitIntoPrimarySearchRule;
 import org.apache.asterix.optimizer.rules.PushProperJoinThroughProduct;
 import org.apache.asterix.optimizer.rules.PushSimilarityFunctionsBelowJoin;
+import org.apache.asterix.optimizer.rules.PushValueAccessToExternalDataScanRule;
 import org.apache.asterix.optimizer.rules.RemoveDuplicateFieldsRule;
 import org.apache.asterix.optimizer.rules.RemoveLeftOuterUnnestForLeftOuterJoinRule;
 import org.apache.asterix.optimizer.rules.RemoveRedundantListifyRule;
@@ -121,6 +124,7 @@
 import org.apache.hyracks.algebricks.rewriter.rules.IntroduceAggregateCombinerRule;
 import org.apache.hyracks.algebricks.rewriter.rules.IntroduceProjectsRule;
 import org.apache.hyracks.algebricks.rewriter.rules.IsolateHyracksOperatorsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PopulateResultMetadataRule;
 import org.apache.hyracks.algebricks.rewriter.rules.PullSelectOutOfEqJoin;
 import org.apache.hyracks.algebricks.rewriter.rules.PushGroupByIntoSortRule;
 import org.apache.hyracks.algebricks.rewriter.rules.PushMapOperatorDownThroughProductRule;
@@ -147,7 +151,6 @@
 import org.apache.hyracks.algebricks.rewriter.rules.subplan.EliminateSubplanWithInputCardinalityOneRule;
 import org.apache.hyracks.algebricks.rewriter.rules.subplan.NestedSubplanToJoinRule;
 import org.apache.hyracks.algebricks.rewriter.rules.subplan.PushSubplanIntoGroupByRule;
-import org.apache.hyracks.algebricks.rewriter.rules.subplan.SubplanOutOfGroupRule;
 
 public final class RuleCollections {
 
@@ -177,7 +180,7 @@
     }
 
     public static final List<IAlgebraicRewriteRule> buildFulltextContainsRuleCollection() {
-        return Collections.singletonList(new FullTextContainsParameterCheckRule());
+        return Collections.singletonList(new FullTextContainsParameterCheckAndSetRule());
     }
 
     public static final List<IAlgebraicRewriteRule> buildNormalizationRuleCollection(ICcApplicationContext appCtx) {
@@ -237,7 +240,6 @@
         condPushDownAndJoinInference.add(new PushSubplanWithAggregateDownThroughProductRule());
         condPushDownAndJoinInference
                 .add(new AsterixPushMapOperatorThroughUnionRule(LogicalOperatorTag.ASSIGN, LogicalOperatorTag.SELECT));
-        condPushDownAndJoinInference.add(new SubplanOutOfGroupRule());
 
         condPushDownAndJoinInference.add(new AsterixExtractFunctionsFromJoinConditionRule());
 
@@ -278,6 +280,8 @@
         fieldLoads.add(new NestedSubplanToJoinRule());
         fieldLoads.add(new InlineSubplanInputForNestedTupleSourceRule());
         fieldLoads.add(new RemoveLeftOuterUnnestForLeftOuterJoinRule());
+        fieldLoads.add(new FilterRefineSpatialJoinRuleForSTFunctions());
+        fieldLoads.add(new FilterRefineSpatialJoinRuleForSTDistanceFunction());
         return fieldLoads;
     }
 
@@ -373,6 +377,8 @@
         physicalRewritesAllLevels.add(new ConsolidateAssignsRule(true));
         // After adding projects, we may need need to set physical operators again.
         physicalRewritesAllLevels.add(new SetAsterixPhysicalOperatorsRule());
+        // Optimized spatial join's query plan produces more join conditions, so we need to pull out these conditions
+        physicalRewritesAllLevels.add(new PullSelectOutOfSpatialJoin());
         return physicalRewritesAllLevels;
     }
 
@@ -385,11 +391,12 @@
         // We are going to apply a constant folding rule again for this case.
         physicalRewritesTopLevel.add(new ConstantFoldingRule(appCtx));
         physicalRewritesTopLevel.add(new PushLimitIntoOrderByRule());
+        //Must run before PushLimitIntoPrimarySearchRule to ensure the select condition is inspected
+        physicalRewritesTopLevel.add(new PushValueAccessToExternalDataScanRule());
         physicalRewritesTopLevel.add(new PushLimitIntoPrimarySearchRule());
         // remove assigns that could become unused after PushLimitIntoPrimarySearchRule
         physicalRewritesTopLevel.add(new RemoveUnusedAssignAndAggregateRule());
         physicalRewritesTopLevel.add(new IntroduceProjectsRule());
-        physicalRewritesTopLevel.add(new PushFieldAccessToExternalDataScanRule());
         physicalRewritesTopLevel.add(new SetAsterixPhysicalOperatorsRule());
         physicalRewritesTopLevel.add(new IntroduceRapidFrameFlushProjectAssignRule());
         physicalRewritesTopLevel.add(new SetExecutionModeRule());
@@ -412,6 +419,7 @@
         prepareForJobGenRewrites.add(new SetAsterixMemoryRequirementsRule());
         prepareForJobGenRewrites.add(new SweepIllegalNonfunctionalFunctions());
         prepareForJobGenRewrites.add(new FixReplicateOperatorOutputsRule());
+        prepareForJobGenRewrites.add(new PopulateResultMetadataRule());
         return prepareForJobGenRewrites;
     }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixExtractFunctionsFromJoinConditionRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixExtractFunctionsFromJoinConditionRule.java
index 0124d25..9cbed97 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixExtractFunctionsFromJoinConditionRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixExtractFunctionsFromJoinConditionRule.java
@@ -31,7 +31,7 @@
 
     @Override
     protected boolean isComparisonFunction(FunctionIdentifier fi) {
-        return BuiltinFunctions.isSimilarityFunction(fi);
+        return BuiltinFunctions.isSimilarityFunction(fi) || BuiltinFunctions.isSpatialFilterFunction(fi);
     }
 
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixIntroduceGroupByCombinerRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixIntroduceGroupByCombinerRule.java
index 83e62b8..df2e1ff 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixIntroduceGroupByCombinerRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/AsterixIntroduceGroupByCombinerRule.java
@@ -58,7 +58,7 @@
             ScalarFunctionCallExpression nonSystemNullTest =
                     new ScalarFunctionCallExpression(finfoNot, new MutableObject<>(isSystemNullTest));
             nonSystemNullTest.setSourceLocation(sourceLoc);
-            selectNonSystemNull = new SelectOperator(new MutableObject<>(nonSystemNullTest), false, null);
+            selectNonSystemNull = new SelectOperator(new MutableObject<>(nonSystemNullTest));
             selectNonSystemNull.setSourceLocation(sourceLoc);
         } else {
             List<Mutable<ILogicalExpression>> isSystemNullTestList = new ArrayList<>();
@@ -76,7 +76,7 @@
             }
             IFunctionInfo finfoAnd = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND);
             selectNonSystemNull = new SelectOperator(
-                    new MutableObject<>(new ScalarFunctionCallExpression(finfoAnd, isSystemNullTestList)), false, null);
+                    new MutableObject<>(new ScalarFunctionCallExpression(finfoAnd, isSystemNullTestList)));
             selectNonSystemNull.setSourceLocation(sourceLoc);
         }
 
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/ConstantFoldingRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/ConstantFoldingRule.java
index bdee0ed..10aedc7 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/ConstantFoldingRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/ConstantFoldingRule.java
@@ -33,6 +33,7 @@
 import org.apache.asterix.common.exceptions.WarningCollector;
 import org.apache.asterix.dataflow.data.common.ExpressionTypeComputer;
 import org.apache.asterix.dataflow.data.nontagged.MissingWriterFactory;
+import org.apache.asterix.dataflow.data.nontagged.NullWriterFactory;
 import org.apache.asterix.formats.nontagged.ADMPrinterFactoryProvider;
 import org.apache.asterix.formats.nontagged.BinaryBooleanInspector;
 import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
@@ -126,7 +127,8 @@
         }
 
         @Override
-        public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+        public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+                List<List<LogicalVariable>> correlatedMissableVariableLists, List<LogicalVariable> nonNullableVariables,
                 List<List<LogicalVariable>> correlatedNullableVariableLists) {
             throw new IllegalStateException();
         }
@@ -150,7 +152,7 @@
                 BinaryHashFunctionFactoryProvider.INSTANCE, BinaryHashFunctionFamilyProvider.INSTANCE,
                 BinaryComparatorFactoryProvider.INSTANCE, TypeTraitProvider.INSTANCE, BinaryBooleanInspector.FACTORY,
                 BinaryIntegerInspector.FACTORY, ADMPrinterFactoryProvider.INSTANCE, MissingWriterFactory.INSTANCE,
-                UnnestingPositionWriterFactory.INSTANCE, null,
+                NullWriterFactory.INSTANCE, UnnestingPositionWriterFactory.INSTANCE, null,
                 new ExpressionRuntimeProvider(new QueryLogicalExpressionJobGen(metadataProvider.getFunctionManager())),
                 ExpressionTypeComputer.INSTANCE, null, null, null, null, GlobalConfig.DEFAULT_FRAME_SIZE, null,
                 NoOpWarningCollector.INSTANCE, 0, new PhysicalOptimizationConfig());
@@ -234,12 +236,15 @@
 
             try {
                 if (expr.getFunctionIdentifier().equals(BuiltinFunctions.FIELD_ACCESS_BY_NAME)) {
-                    ARecordType rt = (ARecordType) _emptyTypeEnv.getType(expr.getArguments().get(0).getValue());
-                    String str = ConstantExpressionUtil.getStringConstant(expr.getArguments().get(1).getValue());
-                    int k = rt.getFieldIndex(str);
-                    if (k >= 0) {
-                        // wait for the ByNameToByIndex rule to apply
-                        return new Pair<>(changed, expr);
+                    IAType argType = (IAType) _emptyTypeEnv.getType(expr.getArguments().get(0).getValue());
+                    if (argType.getTypeTag() == ATypeTag.OBJECT) {
+                        ARecordType rt = (ARecordType) argType;
+                        String str = ConstantExpressionUtil.getStringConstant(expr.getArguments().get(1).getValue());
+                        int k = rt.getFieldIndex(str);
+                        if (k >= 0) {
+                            // wait for the ByNameToByIndex rule to apply
+                            return new Pair<>(changed, expr);
+                        }
                     }
                 }
                 IAObject c = FUNC_ID_TO_CONSTANT.get(expr.getFunctionIdentifier());
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTDistanceFunction.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTDistanceFunction.java
new file mode 100644
index 0000000..254e254
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTDistanceFunction.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules;
+
+import java.util.List;
+
+import org.apache.asterix.common.annotations.SpatialJoinAnnotation;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * If the join condition is st_distance(), this rule applies the spatial join into the query
+ * by adding the spatial-intersect function and sends the extended mbr of the geometries to it.
+ *
+ * For example:<br/>
+ *
+ * join (lt(st-distance($$54, $$55), 1)) -- |UNPARTITIONED|
+ *   assign [$$54] <- [$$ps.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$48, $$ps] <- test.ParkSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *   assign [$$55] <- [$$ls.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$49, $$ls] <- test.LakeSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *
+ * Becomes,
+ *
+ * join (and(spatial-intersect(st-mbr-enlarge($$54, 1), st-mbr($$55)), lt(st-distance($$54, $$55), 1))) -- |UNPARTITIONED|
+ *   assign [$$54] <- [$$ps.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$48, $$ps] <- test.ParkSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *   assign [$$55] <- [$$ls.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$49, $$ls] <- test.LakeSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *
+ * st-mbr() computes the mbr of a Geometry, and st-mbr-enlarge() computes the mbr of a Geometry and extending
+ * by the second parameter.
+ *
+ * The /*+ spatial-partitioning(x1, y1, x2, y2, row, col) &#42;/ annotation allows users to define the MBR and
+ * grid size (row,col) and these are used for partitioning. If the query does not have an annotation, the MBR is
+ * computed dynamically and grid size set to 100 100.
+ */
+public class FilterRefineSpatialJoinRuleForSTDistanceFunction implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+
+        AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) op;
+        Mutable<ILogicalExpression> joinConditionRef = joinOp.getCondition();
+        ILogicalExpression joinCondition = joinConditionRef.getValue();
+
+        if (joinCondition.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) joinCondition;
+        if (!(funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.LT)
+                || funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.LE)
+                || funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.EQ))) {
+            return false;
+        }
+
+        List<Mutable<ILogicalExpression>> inputExprs = funcExpr.getArguments();
+
+        ILogicalExpression leftOperatingExpr = inputExprs.get(0).getValue();
+        ILogicalExpression rightOperatingExpr = inputExprs.get(1).getValue();
+
+        if (leftOperatingExpr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL
+                || rightOperatingExpr.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
+            return false;
+        }
+
+        AbstractFunctionCallExpression distanceFuncCallExpr = (AbstractFunctionCallExpression) leftOperatingExpr;
+        ConstantExpression distanceValExpr = (ConstantExpression) rightOperatingExpr;
+
+        if (!distanceFuncCallExpr.getFunctionIdentifier().equals(BuiltinFunctions.ST_DISTANCE)) {
+            return false;
+        }
+
+        // Left and right arguments of the st_distance function should be either variable or function call.
+        List<Mutable<ILogicalExpression>> distanceFuncCallArgs = distanceFuncCallExpr.getArguments();
+        Mutable<ILogicalExpression> distanceFuncCallLeftArg = distanceFuncCallArgs.get(0);
+        Mutable<ILogicalExpression> distanceFuncCallRightArg = distanceFuncCallArgs.get(1);
+        if (distanceFuncCallLeftArg.getValue().getExpressionTag() == LogicalExpressionTag.CONSTANT
+                || distanceFuncCallRightArg.getValue().getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+            return false;
+        }
+
+        // Enlarge the MBR of the left argument of the refine function (st_distance)
+        IAlgebricksConstantValue distanceVal = distanceValExpr.getValue();
+        ScalarFunctionCallExpression enlargedLeft = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.ST_MBR_ENLARGE), distanceFuncCallLeftArg,
+                new MutableObject<>(new ConstantExpression(distanceVal)));
+        enlargedLeft.setSourceLocation(distanceFuncCallLeftArg.getValue().getSourceLocation());
+        // Compute the MBR of the right argument of the refine function (st_distance)
+        ScalarFunctionCallExpression rightMBR = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.ST_MBR), distanceFuncCallRightArg);
+        rightMBR.setSourceLocation(distanceFuncCallRightArg.getValue().getSourceLocation());
+
+        // Create filter function (spatial_intersect)
+        ScalarFunctionCallExpression spatialIntersect = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.SPATIAL_INTERSECT),
+                new MutableObject<>(enlargedLeft.cloneExpression()), new MutableObject<>(rightMBR.cloneExpression()));
+        spatialIntersect.setSourceLocation(op.getSourceLocation());
+
+        // Attach the annotation to the spatial_intersect function if it is available
+        if (distanceFuncCallExpr.getAnnotation(SpatialJoinAnnotation.class) != null) {
+            spatialIntersect.putAnnotation(distanceFuncCallExpr.getAnnotation(SpatialJoinAnnotation.class));
+        }
+
+        // Update join condition with filter and refine function
+        ScalarFunctionCallExpression updatedJoinCondition =
+                new ScalarFunctionCallExpression(BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND),
+                        new MutableObject<>(spatialIntersect), new MutableObject<>(funcExpr));
+        updatedJoinCondition.setSourceLocation(op.getSourceLocation());
+
+        joinConditionRef.setValue(updatedJoinCondition);
+
+        return true;
+    }
+
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTFunctions.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTFunctions.java
new file mode 100644
index 0000000..fecd91c
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FilterRefineSpatialJoinRuleForSTFunctions.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules;
+
+import java.util.List;
+
+import org.apache.asterix.common.annotations.SpatialJoinAnnotation;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * If the join condition is one of the below Geometry functions,
+ * this rule applies the spatial join by adding the spatial-intersect condition into the join predicate.
+ *
+ * <ul>
+ *     <li>st_intersects</li>
+ *     <li>st_overlaps</li>
+ *     <li>st_touches</li>
+ *     <li>st_contains</li>
+ *     <li>st_crosses</li>
+ *     <li>st_within</li>
+ * </ul>
+ *
+ *
+ * For example:<br/>
+ *
+ * join (st-intersects($$50, $$51)) -- |UNPARTITIONED|
+ *   assign [$$50] <- [$$ps.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$47, $$ps] <- test.ParkSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *   assign [$$51] <- [$$ls.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$48, $$ls] <- test.LakeSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *
+ * Becomes,
+ *
+ * join (and(spatial-intersect(st-mbr($$50), st-mbr($$51)), st-intersects($$50, $$51))) -- |UNPARTITIONED|
+ *   assign [$$50] <- [$$ps.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$47, $$ps] <- test.ParkSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *   assign [$$51] <- [$$ls.getField(1)] -- |UNPARTITIONED|
+ *     data-scan []<-[$$48, $$ls] <- test.LakeSetG -- |UNPARTITIONED|
+ *       empty-tuple-source -- |UNPARTITIONED|
+ *
+ *  st-mbr($x, $y) computes the mbr of the geometry and returns rectangles to pass it spatial_intersect($x, $y)
+ *
+ *  The /*+ spatial-partitioning(x1, y1, x2, y2, row, col) &#42;/ annotation allows users to define the MBR and
+ *  grid size (row,col) which are used for partitioning. If the query does not have an annotation, the MBR is computed
+ *  dynamically and grid size set to 100 100.
+ */
+public class FilterRefineSpatialJoinRuleForSTFunctions implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+
+        AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) op;
+        Mutable<ILogicalExpression> joinConditionRef = joinOp.getCondition();
+        ILogicalExpression joinCondition = joinConditionRef.getValue();
+
+        if (joinCondition.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+
+        AbstractFunctionCallExpression stFuncExpr = (AbstractFunctionCallExpression) joinCondition;
+        if (!BuiltinFunctions.isSTFilterRefineFunction(stFuncExpr.getFunctionIdentifier())) {
+            return false;
+        }
+
+        // Left and right arguments of the refine function should be either variable or function call.
+        List<Mutable<ILogicalExpression>> stFuncArgs = stFuncExpr.getArguments();
+        Mutable<ILogicalExpression> stFuncLeftArg = stFuncArgs.get(0);
+        Mutable<ILogicalExpression> stFuncRightArg = stFuncArgs.get(1);
+        if (stFuncLeftArg.getValue().getExpressionTag() == LogicalExpressionTag.CONSTANT
+                || stFuncRightArg.getValue().getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+            return false;
+        }
+
+        // Compute MBRs of the left and right arguments of the refine function
+        ScalarFunctionCallExpression left = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.ST_MBR), stFuncLeftArg);
+        left.setSourceLocation(stFuncLeftArg.getValue().getSourceLocation());
+        ScalarFunctionCallExpression right = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.ST_MBR), stFuncRightArg);
+        right.setSourceLocation(stFuncRightArg.getValue().getSourceLocation());
+
+        // Create filter function (spatial_intersect)
+        ScalarFunctionCallExpression spatialIntersect = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.SPATIAL_INTERSECT),
+                new MutableObject<>(left.cloneExpression()), new MutableObject<>(right.cloneExpression()));
+        spatialIntersect.setSourceLocation(op.getSourceLocation());
+
+        // Attach the annotation to the spatial_intersect function if it is available
+        if (stFuncExpr.getAnnotation(SpatialJoinAnnotation.class) != null) {
+            spatialIntersect.putAnnotation(stFuncExpr.getAnnotation(SpatialJoinAnnotation.class));
+        }
+
+        // Update join condition with filter and refine function
+        ScalarFunctionCallExpression updatedJoinCondition =
+                new ScalarFunctionCallExpression(BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND),
+                        new MutableObject<>(spatialIntersect), new MutableObject<>(stFuncExpr));
+        updatedJoinCondition.setSourceLocation(op.getSourceLocation());
+        joinConditionRef.setValue(updatedJoinCondition);
+
+        return true;
+    }
+
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckAndSetRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckAndSetRule.java
new file mode 100644
index 0000000..3e4e563
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckAndSetRule.java
@@ -0,0 +1,361 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.metadata.utils.FullTextUtil;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.utils.ConstantExpressionUtil;
+import org.apache.asterix.runtime.evaluators.functions.FullTextContainsFunctionDescriptor;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+import com.google.common.base.Strings;
+
+/**
+ * Checks whether the given parameters of the ftcontains() function are correct during the compilation,
+ * and fetch the full-text config from metadata which is necessary for the ftcontains() function
+ */
+public class FullTextContainsParameterCheckAndSetRule implements IAlgebraicRewriteRule {
+    // Visitor for checking and transforming ftcontains() expression
+    protected FullTextContainsExpressionVisitor ftcontainsExprVisitor = new FullTextContainsExpressionVisitor();
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+        if (checkAndSetParameter(opRef, context)) {
+            OperatorPropertiesUtil.typeOpRec(opRef, context);
+            return true;
+        }
+        return false;
+    }
+
+    /**
+     * Check the correctness of the parameters of the ftcontains(). Also rearrange options as arguments.
+     * The expected form of ftcontains() is ftcontains(expression1, expression2, parameters as a record).
+     *
+     * If ftcontains() has the full-text config argument, this method will also fetch it (FullTextConfigDescriptor) from metadata
+     * and set it in the function expression so that the full-text config can be utilized later at run-time.
+     */
+    private boolean checkAndSetParameter(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        ftcontainsExprVisitor.setContext(context);
+        boolean modified = op.acceptExpressionTransform(ftcontainsExprVisitor);
+        if (modified) {
+            context.addToDontApplySet(this, op);
+        }
+        return modified;
+    }
+
+    /**
+     * This visitor class handles actual checking and transformation.
+     */
+    protected class FullTextContainsExpressionVisitor implements ILogicalExpressionReferenceTransform {
+
+        // the last expression position before the option argument in the arguments array
+        private static final int LAST_EXPRESSION_POS_BEFORE_OPTION = 1;
+        // The number of anticipated arguments for a full-text query when a user doesn't provide any option.
+        private static final int FULLTEXT_QUERY_WITHOUT_OPTION_NO_OF_ARGUMENTS = 2;
+        // The number of anticipated arguments for a full-text query when a user provide option(s) as a record.
+        private static final int FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS = 3;
+
+        private IOptimizationContext context;
+
+        public FullTextContainsExpressionVisitor() {
+        }
+
+        public void setContext(IOptimizationContext context) {
+            this.context = context;
+        }
+
+        @Override
+        public boolean transform(Mutable<ILogicalExpression> exprRef) throws AlgebricksException {
+            ILogicalExpression e = exprRef.getValue();
+            switch (e.getExpressionTag()) {
+                case FUNCTION_CALL:
+                    return transformFunctionCallExpression((AbstractFunctionCallExpression) e);
+                default:
+                    return false;
+            }
+        }
+
+        private boolean transformFunctionCallExpression(AbstractFunctionCallExpression fce) throws AlgebricksException {
+            boolean modified = false;
+            FunctionIdentifier fi = fce.getFunctionIdentifier();
+            if (fi != BuiltinFunctions.FULLTEXT_CONTAINS && fi != BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION) {
+                for (Mutable<ILogicalExpression> arg : fce.getArguments()) {
+                    if (transform(arg)) {
+                        modified = true;
+                    }
+                }
+            } else {
+                modified = checkParameterForFuncExpr(fce, fi);
+            }
+
+            return modified;
+        }
+
+        private boolean checkParameterForFuncExpr(AbstractFunctionCallExpression funcExpr, FunctionIdentifier fi)
+                throws AlgebricksException {
+            // Collects the correct number of arguments - it can be 2 if a user doesn't provide any option.
+            int numberOfCorrectArguments = 0;
+            String functionName = "";
+            if (fi == BuiltinFunctions.FULLTEXT_CONTAINS) {
+                numberOfCorrectArguments = FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS;
+                functionName = BuiltinFunctions.FULLTEXT_CONTAINS.getName();
+            } else if (fi == BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION) {
+                numberOfCorrectArguments = FULLTEXT_QUERY_WITHOUT_OPTION_NO_OF_ARGUMENTS;
+                functionName = BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION.getName();
+            }
+
+            // If numberOfCorrectArguments is greater than zero, then this is a full-text search query.
+            if (numberOfCorrectArguments > 0) {
+
+                List<Mutable<ILogicalExpression>> oldExprs = funcExpr.getArguments();
+                List<Mutable<ILogicalExpression>> newExprs = new ArrayList<>();
+
+                // The number of parameters should be three: exp1, exp2, and the option
+                if (oldExprs.size() != numberOfCorrectArguments) {
+                    throw CompilationException.create(ErrorCode.COMPILATION_INVALID_PARAMETER_NUMBER,
+                            funcExpr.getSourceLocation(), fi.getName(), oldExprs.size());
+                }
+
+                // The last expression before the option needs to be copied first.
+                for (int i = 0; i <= LAST_EXPRESSION_POS_BEFORE_OPTION; i++) {
+                    newExprs.add(new MutableObject<ILogicalExpression>(oldExprs.get(i).getValue()));
+                }
+
+                // Sanity check for the types of the first two parameters
+                checkFirstAndSecondParamter(oldExprs, functionName);
+
+                // We cannot make ftConfigName a class-level variable in the visitor class
+                // because the visitor may be shared between multiple threads and such a variable may be corrupted
+                String ftConfigName = null;
+                // Checks and transforms the actual full-text parameters.
+                if (numberOfCorrectArguments == FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS) {
+                    ftConfigName =
+                            checkValueForThirdParameterAndGetFullTextConfig(oldExprs.get(2), newExprs, functionName);
+                } else {
+                    // no option provided case: sets the default option here.
+                    setDefaultValueForThirdParameter(newExprs);
+                }
+
+                MetadataProvider metadataProvider = (MetadataProvider) context.getMetadataProvider();
+                DataverseName dataverseName = metadataProvider.getDefaultDataverseName();
+                funcExpr.setOpaqueParameters(new Object[] { FullTextUtil
+                        .fetchFilterAndCreateConfigEvaluator(metadataProvider, dataverseName, ftConfigName) });
+                // Resets the last argument.
+                funcExpr.getArguments().clear();
+                funcExpr.getArguments().addAll(newExprs);
+
+                return true;
+            }
+
+            return false;
+        }
+
+        /**
+         * Checks the correctness of the first and second argument. If the argument is a constant, we can check
+         * it now. If the argument is not a constant, we will defer the checking until run-time.
+         */
+        private void checkFirstAndSecondParamter(List<Mutable<ILogicalExpression>> exprs, String functionName)
+                throws AlgebricksException {
+            // Check the first parameter - Expression1. If it's a constant, then we can check the type here.
+            ILogicalExpression firstExpr = exprs.get(0).getValue();
+            if (firstExpr.getExpressionTag() == LogicalExpressionTag.CONSTANT
+                    && ConstantExpressionUtil.getConstantIaObjectType(firstExpr) != ATypeTag.STRING) {
+                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, firstExpr.getSourceLocation(),
+                        functionName, ConstantExpressionUtil.getConstantIaObjectType(firstExpr));
+            }
+
+            // Check the second parameter - Expression2. If it's a constant, then we can check the type here.
+            ILogicalExpression secondExpr = exprs.get(1).getValue();
+            if (secondExpr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+                ATypeTag exprTypeTag = ConstantExpressionUtil.getConstantIaObjectType(secondExpr);
+                switch (exprTypeTag) {
+                    case STRING:
+                    case MULTISET:
+                    case ARRAY:
+                        break;
+                    default:
+                        throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, secondExpr.getSourceLocation(),
+                                functionName, exprTypeTag);
+                }
+            }
+        }
+
+        /**
+         * Checks the option of the given ftcontains() function. Also, sets default value.
+         *
+         * @param expr
+         * @throws AlgebricksException
+         *
+         * @return the full-text config name if specified in the function option,
+         * null if not specified which implies the default full-text config will be utilized later
+         */
+        private String checkValueForThirdParameterAndGetFullTextConfig(Mutable<ILogicalExpression> expr,
+                List<Mutable<ILogicalExpression>> newArgs, String functionName) throws AlgebricksException {
+            String ftConfigName = null;
+
+            // Get the last parameter - this should be a record-constructor.
+            AbstractFunctionCallExpression openRecConsExpr = (AbstractFunctionCallExpression) expr.getValue();
+            FunctionIdentifier openRecConsFi = openRecConsExpr.getFunctionIdentifier();
+            if (openRecConsFi != BuiltinFunctions.OPEN_RECORD_CONSTRUCTOR
+                    && openRecConsFi != BuiltinFunctions.CLOSED_RECORD_CONSTRUCTOR) {
+                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, openRecConsExpr.getSourceLocation(),
+                        functionName, openRecConsFi);
+            }
+
+            // We multiply 2 because the layout of the arguments are: [expr, val, expr1, val1, ...]
+            if (openRecConsExpr.getArguments().size() > FullTextContainsFunctionDescriptor.getParamTypeMap().size()
+                    * 2) {
+                throw CompilationException.create(ErrorCode.TOO_MANY_OPTIONS_FOR_FUNCTION,
+                        openRecConsExpr.getSourceLocation(), functionName);
+            }
+
+            if (openRecConsExpr.getArguments().size() % 2 != 0) {
+                throw CompilationException.create(ErrorCode.COMPILATION_INVALID_PARAMETER_NUMBER,
+                        openRecConsExpr.getSourceLocation(), functionName);
+            }
+
+            for (int i = 0; i < openRecConsExpr.getArguments().size(); i = i + 2) {
+                ILogicalExpression optionExpr = openRecConsExpr.getArguments().get(i).getValue();
+                ILogicalExpression optionExprVal = openRecConsExpr.getArguments().get(i + 1).getValue();
+
+                String option = ConstantExpressionUtil.getStringConstant(optionExpr);
+
+                if (optionExpr.getExpressionTag() != LogicalExpressionTag.CONSTANT || option == null) {
+                    throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, optionExpr.getSourceLocation(),
+                            functionName, optionExpr.getExpressionTag());
+                }
+
+                option = option.toLowerCase();
+                if (!FullTextContainsFunctionDescriptor.getParamTypeMap().containsKey(option)) {
+                    throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, optionExprVal.getSourceLocation(),
+                            functionName, option);
+                }
+
+                String optionTypeStringVal = null;
+                // If the option value is a constant, then we can check here.
+                if (optionExprVal.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+                    switch (FullTextContainsFunctionDescriptor.getParamTypeMap().get(option)) {
+                        case STRING:
+                            optionTypeStringVal = ConstantExpressionUtil.getStringConstant(optionExprVal);
+                            if (optionTypeStringVal == null) {
+                                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
+                                        optionExprVal.getSourceLocation(), functionName, option);
+                            }
+                            optionTypeStringVal = optionTypeStringVal.toLowerCase();
+                            break;
+                        default:
+                            // Currently, we only have a string parameter. So, the flow doesn't reach here.
+                            throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
+                                    optionExprVal.getSourceLocation(), functionName, option);
+                    }
+
+                    // Check the validity of option value
+                    switch (option) {
+                        case FullTextContainsFunctionDescriptor.SEARCH_MODE_OPTION:
+                            checkSearchModeOption(optionTypeStringVal, functionName, optionExprVal.getSourceLocation());
+                            break;
+                        case FullTextContainsFunctionDescriptor.FULLTEXT_CONFIG_OPTION:
+                            checkFullTextConfigOption(optionTypeStringVal, functionName,
+                                    optionExprVal.getSourceLocation());
+                            ftConfigName = optionTypeStringVal;
+                            break;
+                        default:
+                            throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
+                                    optionExprVal.getSourceLocation(), functionName, option);
+                    }
+                }
+
+                // Add this option as arguments to the ftcontains().
+                newArgs.add(new MutableObject<ILogicalExpression>(optionExpr));
+                newArgs.add(new MutableObject<ILogicalExpression>(optionExprVal));
+            }
+            return ftConfigName;
+        }
+
+        private void checkSearchModeOption(String optionVal, String functionName, SourceLocation sourceLoc)
+                throws AlgebricksException {
+            if (optionVal.equals(FullTextContainsFunctionDescriptor.SearchMode.ALL.getValue())
+                    || optionVal.equals(FullTextContainsFunctionDescriptor.SearchMode.ANY.getValue())) {
+                return;
+            } else {
+                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, sourceLoc, functionName, optionVal);
+            }
+        }
+
+        private void checkFullTextConfigOption(String optionVal, String functionName, SourceLocation sourceLoc)
+                throws AlgebricksException {
+            // Currently, here we only check if the full-text config is null or empty string
+            // We will check if the full-text config exists at run time
+            if (Strings.isNullOrEmpty(optionVal)) {
+                throw CompilationException.create(ErrorCode.COMPILATION_INVALID_EXPRESSION, sourceLoc, functionName,
+                        FullTextContainsFunctionDescriptor.FULLTEXT_CONFIG_OPTION, "not-null", "null");
+            } else {
+                return;
+            }
+        }
+
+        /**
+         * Sets the default option value(s) when a user doesn't provide any option.
+         */
+        void setDefaultValueForThirdParameter(List<Mutable<ILogicalExpression>> newArgs) {
+            // Sets the search mode option: the default option is conjunctive search.
+            ILogicalExpression searchModeOptionExpr = new ConstantExpression(
+                    new AsterixConstantValue(new AString(FullTextContainsFunctionDescriptor.SEARCH_MODE_OPTION)));
+            ILogicalExpression searchModeValExpr = new ConstantExpression(new AsterixConstantValue(
+                    new AString(FullTextContainsFunctionDescriptor.SearchMode.ALL.getValue())));
+            // Add this option as arguments to the ftcontains().
+            newArgs.add(new MutableObject<ILogicalExpression>(searchModeOptionExpr));
+            newArgs.add(new MutableObject<ILogicalExpression>(searchModeValExpr));
+
+            // We don't set the full-text config option here because the default value should be null
+        }
+
+    }
+
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckRule.java
deleted file mode 100644
index c565b34..0000000
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/FullTextContainsParameterCheckRule.java
+++ /dev/null
@@ -1,310 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.optimizer.rules;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.om.base.AString;
-import org.apache.asterix.om.constants.AsterixConstantValue;
-import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.utils.ConstantExpressionUtil;
-import org.apache.asterix.runtime.evaluators.functions.FullTextContainsDescriptor;
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.commons.lang3.mutable.MutableObject;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
-import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
-import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
-import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-import org.apache.hyracks.api.exceptions.SourceLocation;
-
-/**
- * Checks whether the given parameters of the ftcontains() function are correct during the compilation.
- */
-public class FullTextContainsParameterCheckRule implements IAlgebraicRewriteRule {
-
-    // Visitor for checking and transforming ftcontains() expression
-    protected FullTextContainsExpressionVisitor ftcontainsExprVisitor = new FullTextContainsExpressionVisitor();
-
-    @Override
-    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
-            throws AlgebricksException {
-        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
-            return false;
-        }
-        if (checkParameter(opRef, context)) {
-            OperatorPropertiesUtil.typeOpRec(opRef, context);
-            return true;
-        }
-        return false;
-    }
-
-    /**
-     * Check the correctness of the parameters of the ftcontains(). Also rearrange options as arguments.
-     * The expected form of ftcontains() is ftcontains(expression1, expression2, parameters as a record).
-     */
-    private boolean checkParameter(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
-            throws AlgebricksException {
-        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
-        boolean modified = op.acceptExpressionTransform(ftcontainsExprVisitor);
-        if (modified) {
-            context.addToDontApplySet(this, op);
-        }
-        return modified;
-    }
-
-    /**
-     * This visitor class handles actual checking and transformation.
-     */
-    protected class FullTextContainsExpressionVisitor implements ILogicalExpressionReferenceTransform {
-
-        // the last expression position before the option argument in the arguments array
-        private static final int LAST_EXPRESSION_POS_BEFORE_OPTION = 1;
-        // The number of anticipated arguments for a full-text query when a user doesn't provide any option.
-        private static final int FULLTEXT_QUERY_WITHOUT_OPTION_NO_OF_ARGUMENTS = 2;
-        // The number of anticipated arguments for a full-text query when a user provide option(s) as a record.
-        private static final int FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS = 3;
-
-        public FullTextContainsExpressionVisitor() {
-            // no parameter is needed.
-        }
-
-        @Override
-        public boolean transform(Mutable<ILogicalExpression> exprRef) throws AlgebricksException {
-            ILogicalExpression e = exprRef.getValue();
-            switch (e.getExpressionTag()) {
-                case FUNCTION_CALL:
-                    return transformFunctionCallExpression((AbstractFunctionCallExpression) e);
-                default:
-                    return false;
-            }
-        }
-
-        private boolean transformFunctionCallExpression(AbstractFunctionCallExpression fce) throws AlgebricksException {
-            boolean modified = false;
-            FunctionIdentifier fi = fce.getFunctionIdentifier();
-            if (fi != BuiltinFunctions.FULLTEXT_CONTAINS && fi != BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION) {
-                for (Mutable<ILogicalExpression> arg : fce.getArguments()) {
-                    if (transform(arg)) {
-                        modified = true;
-                    }
-                }
-            } else {
-                modified = checkParameterForFuncExpr(fce, fi);
-            }
-
-            return modified;
-        }
-
-        private boolean checkParameterForFuncExpr(AbstractFunctionCallExpression funcExpr, FunctionIdentifier fi)
-                throws AlgebricksException {
-            // Collects the correct number of arguments - it can be 2 if a user doesn't provide any option.
-            int numberOfCorrectArguments = 0;
-            String functionName = "";
-            if (fi == BuiltinFunctions.FULLTEXT_CONTAINS) {
-                numberOfCorrectArguments = FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS;
-                functionName = BuiltinFunctions.FULLTEXT_CONTAINS.getName();
-            } else if (fi == BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION) {
-                numberOfCorrectArguments = FULLTEXT_QUERY_WITHOUT_OPTION_NO_OF_ARGUMENTS;
-                functionName = BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION.getName();
-            }
-
-            // If numberOfCorrectArguments is greater than zero, then this is a full-text search query.
-            if (numberOfCorrectArguments > 0) {
-
-                List<Mutable<ILogicalExpression>> oldExprs = funcExpr.getArguments();
-                List<Mutable<ILogicalExpression>> newExprs = new ArrayList<>();
-
-                // The number of parameters should be three: exp1, exp2, and the option
-                if (oldExprs.size() != numberOfCorrectArguments) {
-                    throw CompilationException.create(ErrorCode.COMPILATION_INVALID_PARAMETER_NUMBER,
-                            funcExpr.getSourceLocation(), fi.getName(), oldExprs.size());
-                }
-
-                // The last expression before the option needs to be copied first.
-                for (int i = 0; i <= LAST_EXPRESSION_POS_BEFORE_OPTION; i++) {
-                    newExprs.add(new MutableObject<ILogicalExpression>(oldExprs.get(i).getValue()));
-                }
-
-                // Sanity check for the types of the first two parameters
-                checkFirstAndSecondParamter(oldExprs, functionName);
-
-                // Checks and transforms the actual full-text parameters.
-                if (numberOfCorrectArguments == FULLTEXT_QUERY_WITH_OPTION_NO_OF_ARGUMENTS) {
-                    checkValueForThirdParameter(oldExprs.get(2), newExprs, functionName);
-                } else {
-                    // no option provided case: sets the default option here.
-                    setDefaultValueForThirdParameter(newExprs);
-                }
-
-                // Resets the last argument.
-                funcExpr.getArguments().clear();
-                funcExpr.getArguments().addAll(newExprs);
-
-                return true;
-            }
-
-            return false;
-        }
-
-        /**
-         * Checks the correctness of the first and second argument. If the argument is a constant, we can check
-         * it now. If the argument is not a constant, we will defer the checking until run-time.
-         */
-        private void checkFirstAndSecondParamter(List<Mutable<ILogicalExpression>> exprs, String functionName)
-                throws AlgebricksException {
-            // Check the first parameter - Expression1. If it's a constant, then we can check the type here.
-            ILogicalExpression firstExpr = exprs.get(0).getValue();
-            if (firstExpr.getExpressionTag() == LogicalExpressionTag.CONSTANT
-                    && ConstantExpressionUtil.getConstantIaObjectType(firstExpr) != ATypeTag.STRING) {
-                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, firstExpr.getSourceLocation(),
-                        functionName, ConstantExpressionUtil.getConstantIaObjectType(firstExpr));
-            }
-
-            // Check the second parameter - Expression2. If it's a constant, then we can check the type here.
-            ILogicalExpression secondExpr = exprs.get(1).getValue();
-            if (secondExpr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
-                ATypeTag exprTypeTag = ConstantExpressionUtil.getConstantIaObjectType(secondExpr);
-                switch (exprTypeTag) {
-                    case STRING:
-                    case MULTISET:
-                    case ARRAY:
-                        break;
-                    default:
-                        throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, secondExpr.getSourceLocation(),
-                                functionName, exprTypeTag);
-                }
-            }
-        }
-
-        /**
-         * Checks the option of the given ftcontains() function. Also, sets default value.
-         *
-         * @param expr
-         * @throws AlgebricksException
-         */
-        private void checkValueForThirdParameter(Mutable<ILogicalExpression> expr,
-                List<Mutable<ILogicalExpression>> newArgs, String functionName) throws AlgebricksException {
-            // Get the last parameter - this should be a record-constructor.
-            AbstractFunctionCallExpression openRecConsExpr = (AbstractFunctionCallExpression) expr.getValue();
-            FunctionIdentifier openRecConsFi = openRecConsExpr.getFunctionIdentifier();
-            if (openRecConsFi != BuiltinFunctions.OPEN_RECORD_CONSTRUCTOR
-                    && openRecConsFi != BuiltinFunctions.CLOSED_RECORD_CONSTRUCTOR) {
-                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, openRecConsExpr.getSourceLocation(),
-                        functionName, openRecConsFi);
-            }
-
-            // We multiply 2 because the layout of the arguments are: [expr, val, expr1, val1, ...]
-            if (openRecConsExpr.getArguments().size() > FullTextContainsDescriptor.getParamTypeMap().size() * 2) {
-                throw CompilationException.create(ErrorCode.TOO_MANY_OPTIONS_FOR_FUNCTION,
-                        openRecConsExpr.getSourceLocation(), functionName);
-            }
-
-            for (int i = 0; i < openRecConsExpr.getArguments().size(); i = i + 2) {
-                ILogicalExpression optionExpr = openRecConsExpr.getArguments().get(i).getValue();
-                ILogicalExpression optionExprVal = openRecConsExpr.getArguments().get(i + 1).getValue();
-
-                String option = ConstantExpressionUtil.getStringConstant(optionExpr);
-
-                if (optionExpr.getExpressionTag() != LogicalExpressionTag.CONSTANT || option == null) {
-                    throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, optionExpr.getSourceLocation(),
-                            functionName, optionExpr.getExpressionTag());
-                }
-
-                option = option.toLowerCase();
-                if (!FullTextContainsDescriptor.getParamTypeMap().containsKey(option)) {
-                    throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, optionExprVal.getSourceLocation(),
-                            functionName, option);
-                }
-
-                String optionTypeStringVal = null;
-
-                // If the option value is a constant, then we can check here.
-                if (optionExprVal.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
-                    switch (FullTextContainsDescriptor.getParamTypeMap().get(option)) {
-                        case STRING:
-                            optionTypeStringVal = ConstantExpressionUtil.getStringConstant(optionExprVal);
-                            if (optionTypeStringVal == null) {
-                                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
-                                        optionExprVal.getSourceLocation(), functionName, option);
-                            }
-                            optionTypeStringVal = optionTypeStringVal.toLowerCase();
-                            break;
-                        default:
-                            // Currently, we only have a string parameter. So, the flow doesn't reach here.
-                            throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
-                                    optionExprVal.getSourceLocation(), functionName, option);
-                    }
-
-                    // Check the validity of option value
-                    switch (option) {
-                        case FullTextContainsDescriptor.SEARCH_MODE_OPTION:
-                            checkSearchModeOption(optionTypeStringVal, functionName, optionExprVal.getSourceLocation());
-                            break;
-                        default:
-                            throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED,
-                                    optionExprVal.getSourceLocation(), functionName, option);
-                    }
-                }
-
-                // Add this option as arguments to the ftcontains().
-                newArgs.add(new MutableObject<ILogicalExpression>(optionExpr));
-                newArgs.add(new MutableObject<ILogicalExpression>(optionExprVal));
-            }
-        }
-
-        private void checkSearchModeOption(String optionVal, String functionName, SourceLocation sourceLoc)
-                throws AlgebricksException {
-            if (optionVal.equals(FullTextContainsDescriptor.CONJUNCTIVE_SEARCH_MODE_OPTION)
-                    || optionVal.equals(FullTextContainsDescriptor.DISJUNCTIVE_SEARCH_MODE_OPTION)) {
-                return;
-            } else {
-                throw CompilationException.create(ErrorCode.TYPE_UNSUPPORTED, sourceLoc, functionName, optionVal);
-            }
-        }
-
-        /**
-         * Sets the default option value(s) when a user doesn't provide any option.
-         */
-        void setDefaultValueForThirdParameter(List<Mutable<ILogicalExpression>> newArgs) throws AlgebricksException {
-            // Sets the search mode option: the default option is conjunctive search.
-            ILogicalExpression searchModeOptionExpr = new ConstantExpression(
-                    new AsterixConstantValue(new AString(FullTextContainsDescriptor.SEARCH_MODE_OPTION)));
-            ILogicalExpression searchModeValExpr = new ConstantExpression(
-                    new AsterixConstantValue(new AString(FullTextContainsDescriptor.CONJUNCTIVE_SEARCH_MODE_OPTION)));
-
-            // Add this option as arguments to the ftcontains().
-            newArgs.add(new MutableObject<ILogicalExpression>(searchModeOptionExpr));
-            newArgs.add(new MutableObject<ILogicalExpression>(searchModeValExpr));
-        }
-
-    }
-
-}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
index 07247fb..3fc178a 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
@@ -21,8 +21,11 @@
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.HashMap;
+import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
 import java.util.stream.Collectors;
 
 import org.apache.asterix.algebra.operators.CommitOperator;
@@ -38,11 +41,14 @@
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
+import org.apache.asterix.metadata.utils.IndexUtil;
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.BuiltinFunctionInfo;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.typecomputer.base.TypeCastUtils;
 import org.apache.asterix.om.types.AOrderedListType;
@@ -57,6 +63,7 @@
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
@@ -65,17 +72,24 @@
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.DelegateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 import org.apache.hyracks.api.exceptions.SourceLocation;
@@ -87,6 +101,8 @@
  * assign --> insert-delete-upsert --> *(secondary indexes index-insert-delete-upsert) --> sink
  */
 public class IntroduceSecondaryIndexInsertDeleteRule implements IAlgebraicRewriteRule {
+    private IOptimizationContext context;
+    private SourceLocation sourceLoc;
 
     @Override
     public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
@@ -121,7 +137,8 @@
                 primaryIndexModificationOp.getAdditionalNonFilteringExpressions();
         LogicalVariable newRecordVar;
         LogicalVariable newMetaVar = null;
-        SourceLocation sourceLoc = primaryIndexModificationOp.getSourceLocation();
+        sourceLoc = primaryIndexModificationOp.getSourceLocation();
+        this.context = context;
 
         /**
          * inputOp is the assign operator which extracts primary keys from the input
@@ -129,14 +146,14 @@
          */
         AbstractLogicalOperator inputOp =
                 (AbstractLogicalOperator) primaryIndexModificationOp.getInputs().get(0).getValue();
-        newRecordVar = getRecordVar(context, inputOp, newRecordExpr, 0);
+        newRecordVar = getRecordVar(inputOp, newRecordExpr, 0);
         if (newMetaExprs != null && !newMetaExprs.isEmpty()) {
             if (newMetaExprs.size() > 1) {
                 throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
                         "Number of meta records can't be more than 1. Number of meta records found = "
                                 + newMetaExprs.size());
             }
-            newMetaVar = getRecordVar(context, inputOp, newMetaExprs.get(0).getValue(), 1);
+            newMetaVar = getRecordVar(inputOp, newMetaExprs.get(0).getValue(), 1);
         }
 
         /*
@@ -177,9 +194,9 @@
             // for insert, primary key index is handled together when primary index
             indexes = indexes.stream().filter(index -> !index.isPrimaryKeyIndex()).collect(Collectors.toList());
         }
+
         // Set the top operator pointer to the primary IndexInsertDeleteOperator
         ILogicalOperator currentTop = primaryIndexModificationOp;
-        boolean hasSecondaryIndex = false;
 
         // Put an n-gram or a keyword index in the later stage of index-update,
         // since TokenizeOperator needs to be involved.
@@ -216,7 +233,7 @@
 
         // Replicate Operator is applied only when doing the bulk-load.
         ReplicateOperator replicateOp = null;
-        if (secondaryIndexTotalCnt > 1 && primaryIndexModificationOp.isBulkload()) {
+        if (secondaryIndexTotalCnt > 1 && isBulkload) {
             // Split the logical plan into "each secondary index update branch"
             // to replicate each <PK,OBJECT> pair.
             replicateOp = new ReplicateOperator(secondaryIndexTotalCnt);
@@ -247,8 +264,8 @@
                  * is solved
                  */
                 || primaryIndexModificationOp.getOperation() == Kind.DELETE) {
-            injectFieldAccessesForIndexes(context, dataset, indexes, fieldVarsForNewRecord, recType, metaType,
-                    newRecordVar, newMetaVar, primaryIndexModificationOp, false);
+            injectFieldAccessesForIndexes(dataset, indexes, fieldVarsForNewRecord, recType, metaType, newRecordVar,
+                    newMetaVar, primaryIndexModificationOp, false);
             if (replicateOp != null) {
                 context.computeAndSetTypeEnvironmentForOperator(replicateOp);
             }
@@ -260,53 +277,89 @@
          */) {
             List<LogicalVariable> beforeOpMetaVars = primaryIndexModificationOp.getBeforeOpAdditionalNonFilteringVars();
             LogicalVariable beforeOpMetaVar = beforeOpMetaVars == null ? null : beforeOpMetaVars.get(0);
-            currentTop = injectFieldAccessesForIndexes(context, dataset, indexes, fieldVarsForBeforeOperation, recType,
-                    metaType, primaryIndexModificationOp.getBeforeOpRecordVar(), beforeOpMetaVar, currentTop, true);
+            currentTop = injectFieldAccessesForIndexes(dataset, indexes, fieldVarsForBeforeOperation, recType, metaType,
+                    primaryIndexModificationOp.getBeforeOpRecordVar(), beforeOpMetaVar, currentTop, true);
         }
 
-        // Iterate each secondary index and applying Index Update operations.
-        // At first, op1 is the index insert op insertOp
+        // Add the appropriate SIDX maintenance operations.
         for (Index index : indexes) {
             if (!index.isSecondaryIndex()) {
                 continue;
             }
-            hasSecondaryIndex = true;
+
             // Get the secondary fields names and types
-            List<List<String>> secondaryKeyFields = index.getKeyFieldNames();
-            List<IAType> secondaryKeyTypes = index.getKeyFieldTypes();
+            List<List<String>> secondaryKeyFields = null;
+            List<IAType> secondaryKeyTypes = null;
+            List<Integer> secondaryKeySources = null;
+            switch (Index.IndexCategory.of(index.getIndexType())) {
+                case VALUE:
+                    Index.ValueIndexDetails valueIndexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                    secondaryKeyFields = valueIndexDetails.getKeyFieldNames();
+                    secondaryKeyTypes = valueIndexDetails.getKeyFieldTypes();
+                    secondaryKeySources = valueIndexDetails.getKeyFieldSourceIndicators();
+                    break;
+                case TEXT:
+                    Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                    secondaryKeyFields = textIndexDetails.getKeyFieldNames();
+                    secondaryKeyTypes = textIndexDetails.getKeyFieldTypes();
+                    secondaryKeySources = textIndexDetails.getKeyFieldSourceIndicators();
+                    break;
+                case ARRAY:
+                    // These details are handled separately for array indexes.
+                    break;
+                default:
+                    continue;
+            }
+
+            // Set our key variables and expressions for non-array indexes. Our secondary keys for array indexes will
+            // always be an empty list.
             List<LogicalVariable> secondaryKeyVars = new ArrayList<>();
+            List<LogicalVariable> beforeOpSecondaryKeyVars = new ArrayList<>();
             List<Mutable<ILogicalExpression>> secondaryExpressions = new ArrayList<>();
             List<Mutable<ILogicalExpression>> beforeOpSecondaryExpressions = new ArrayList<>();
             ILogicalOperator replicateOutput;
-
-            for (int i = 0; i < secondaryKeyFields.size(); i++) {
-                IndexFieldId indexFieldId = new IndexFieldId(index.getKeyFieldSourceIndicators().get(i),
-                        secondaryKeyFields.get(i), secondaryKeyTypes.get(i).getTypeTag());
-                LogicalVariable skVar = fieldVarsForNewRecord.get(indexFieldId);
-                secondaryKeyVars.add(skVar);
-                VariableReferenceExpression skVarRef = new VariableReferenceExpression(skVar);
-                skVarRef.setSourceLocation(sourceLoc);
-                secondaryExpressions.add(new MutableObject<ILogicalExpression>(skVarRef));
-                if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
-                    VariableReferenceExpression varRef =
-                            new VariableReferenceExpression(fieldVarsForBeforeOperation.get(indexFieldId));
-                    varRef.setSourceLocation(sourceLoc);
-                    beforeOpSecondaryExpressions.add(new MutableObject<ILogicalExpression>(varRef));
+            if (!index.getIndexType().equals(IndexType.ARRAY)) {
+                for (int i = 0; i < secondaryKeyFields.size(); i++) {
+                    IAType skType = secondaryKeyTypes.get(i);
+                    Integer skSrc = secondaryKeySources.get(i);
+                    List<String> skName = secondaryKeyFields.get(i);
+                    ARecordType sourceType = dataset.hasMetaPart()
+                            ? skSrc.intValue() == Index.RECORD_INDICATOR ? recType : metaType : recType;
+                    IndexFieldId indexFieldId = createIndexFieldId(index, skName, skType, skSrc, sourceType, sourceLoc);
+                    LogicalVariable skVar = fieldVarsForNewRecord.get(indexFieldId);
+                    secondaryKeyVars.add(skVar);
+                    VariableReferenceExpression skVarRef = new VariableReferenceExpression(skVar);
+                    skVarRef.setSourceLocation(sourceLoc);
+                    secondaryExpressions.add(new MutableObject<>(skVarRef));
+                    if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
+                        LogicalVariable beforeKeyVar = fieldVarsForBeforeOperation.get(indexFieldId);
+                        beforeOpSecondaryKeyVars.add(beforeKeyVar);
+                        VariableReferenceExpression varRef = new VariableReferenceExpression(beforeKeyVar);
+                        varRef.setSourceLocation(sourceLoc);
+                        beforeOpSecondaryExpressions.add(new MutableObject<>(varRef));
+                    }
                 }
             }
 
             IndexInsertDeleteUpsertOperator indexUpdate;
             if (index.getIndexType() != IndexType.RTREE) {
+                // B-Tree, inverted index, array index
                 // Create an expression per key
                 Mutable<ILogicalExpression> filterExpression =
-                        (primaryIndexModificationOp.getOperation() == Kind.UPSERT) ? null
-                                : createFilterExpression(secondaryKeyVars, context.getOutputTypeEnvironment(currentTop),
-                                        index.isOverridingKeyFieldTypes(), sourceLoc);
+                        createFilterExpression(index, secondaryKeyVars, context.getOutputTypeEnvironment(currentTop),
+                                index.getIndexDetails().isOverridingKeyFieldTypes());
+                Mutable<ILogicalExpression> beforeOpFilterExpression = null;
+                if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
+                    beforeOpFilterExpression = createFilterExpression(index, beforeOpSecondaryKeyVars,
+                            context.getOutputTypeEnvironment(currentTop),
+                            index.getIndexDetails().isOverridingKeyFieldTypes());
+                }
                 DataSourceIndex dataSourceIndex = new DataSourceIndex(index, dataverseName, datasetName, mp);
 
                 // Introduce the TokenizeOperator only when doing bulk-load,
                 // and index type is keyword or n-gram.
-                if (index.getIndexType() != IndexType.BTREE && primaryIndexModificationOp.isBulkload()) {
+                if (index.getIndexType() != IndexType.BTREE && index.getIndexType() != IndexType.ARRAY
+                        && primaryIndexModificationOp.isBulkload()) {
                     // Note: Bulk load case, we don't need to take care of it for upsert operation
                     // Check whether the index is length-partitioned or not.
                     // If partitioned, [input variables to TokenizeOperator,
@@ -330,8 +383,8 @@
 
                     // Check the field type of the secondary key.
                     IAType secondaryKeyType;
-                    Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(
-                            index.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), recType);
+                    Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index,
+                            secondaryKeyTypes.get(0), secondaryKeyFields.get(0), recType);
                     secondaryKeyType = keyPairType.first;
 
                     List<Object> varTypes = new ArrayList<>();
@@ -366,8 +419,8 @@
                     indexUpdate = new IndexInsertDeleteUpsertOperator(dataSourceIndex,
                             OperatorManipulationUtil
                                     .cloneExpressions(primaryIndexModificationOp.getPrimaryKeyExpressions()),
-                            tokenizeKeyExprs, filterExpression, primaryIndexModificationOp.getOperation(),
-                            primaryIndexModificationOp.isBulkload(),
+                            tokenizeKeyExprs, filterExpression, beforeOpFilterExpression,
+                            primaryIndexModificationOp.getOperation(), primaryIndexModificationOp.isBulkload(),
                             primaryIndexModificationOp.getAdditionalNonFilteringExpressions() == null ? 0
                                     : primaryIndexModificationOp.getAdditionalNonFilteringExpressions().size());
                     indexUpdate.setSourceLocation(sourceLoc);
@@ -379,8 +432,8 @@
                     indexUpdate = new IndexInsertDeleteUpsertOperator(dataSourceIndex,
                             OperatorManipulationUtil
                                     .cloneExpressions(primaryIndexModificationOp.getPrimaryKeyExpressions()),
-                            secondaryExpressions, filterExpression, primaryIndexModificationOp.getOperation(),
-                            primaryIndexModificationOp.isBulkload(),
+                            secondaryExpressions, filterExpression, beforeOpFilterExpression,
+                            primaryIndexModificationOp.getOperation(), primaryIndexModificationOp.isBulkload(),
                             primaryIndexModificationOp.getAdditionalNonFilteringExpressions() == null ? 0
                                     : primaryIndexModificationOp.getAdditionalNonFilteringExpressions().size());
                     indexUpdate.setSourceLocation(sourceLoc);
@@ -399,10 +452,81 @@
                         }
                     }
                     indexUpdate.getInputs().add(new MutableObject<ILogicalOperator>(currentTop));
+
+                    // For array indexes we have no secondary keys to reference. We must add separate branches to
+                    // first extract our keys.
+                    if (index.getIndexType() == IndexType.ARRAY && !isBulkload) {
+                        NestedTupleSourceOperator unnestSourceOp =
+                                new NestedTupleSourceOperator(new MutableObject<>(indexUpdate));
+                        unnestSourceOp.setSourceLocation(sourceLoc);
+                        context.computeAndSetTypeEnvironmentForOperator(unnestSourceOp);
+                        UnnestBranchCreator unnestSIDXBranch = buildUnnestBranch(unnestSourceOp, index, newRecordVar,
+                                newMetaVar, recType, metaType, dataset.hasMetaPart());
+                        unnestSIDXBranch.applyProjectOnly();
+
+                        // If there exists a filter expression, add it to the top of our nested plan.
+                        filterExpression = (primaryIndexModificationOp.getOperation() == Kind.UPSERT) ? null
+                                : createAnyUnknownFilterExpression(unnestSIDXBranch.lastFieldVars,
+                                        context.getOutputTypeEnvironment(unnestSIDXBranch.currentTop),
+                                        index.getIndexDetails().isOverridingKeyFieldTypes());
+                        if (filterExpression != null) {
+                            unnestSIDXBranch.applyFilteringExpression(filterExpression);
+                        }
+
+                        // Finalize our nested plan.
+                        ILogicalPlan unnestPlan = unnestSIDXBranch.buildBranch();
+                        indexUpdate.getNestedPlans().add(unnestPlan);
+
+                        // If we have an UPSERT, then create and add a branch to extract our old keys as well.
+                        if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
+                            NestedTupleSourceOperator unnestBeforeSourceOp =
+                                    new NestedTupleSourceOperator(new MutableObject<>(indexUpdate));
+                            unnestBeforeSourceOp.setSourceLocation(sourceLoc);
+                            context.computeAndSetTypeEnvironmentForOperator(unnestBeforeSourceOp);
+
+                            List<LogicalVariable> beforeOpMetaVars =
+                                    primaryIndexModificationOp.getBeforeOpAdditionalNonFilteringVars();
+                            LogicalVariable beforeOpMetaVar = beforeOpMetaVars == null ? null : beforeOpMetaVars.get(0);
+                            UnnestBranchCreator unnestBeforeSIDXBranch = buildUnnestBranch(unnestBeforeSourceOp, index,
+                                    primaryIndexModificationOp.getBeforeOpRecordVar(), beforeOpMetaVar, recType,
+                                    metaType, dataset.hasMetaPart());
+                            unnestBeforeSIDXBranch.applyProjectOnly();
+                            indexUpdate.getNestedPlans().add(unnestBeforeSIDXBranch.buildBranch());
+                        }
+                    } else if (index.getIndexType() == IndexType.ARRAY && isBulkload) {
+                        // If we have a bulk load, we must sort the entire input by <SK, PK>. Do not use any
+                        // nested plans here.
+                        UnnestBranchCreator unnestSIDXBranch = buildUnnestBranch(currentTop, index, newRecordVar,
+                                newMetaVar, recType, metaType, dataset.hasMetaPart());
+                        unnestSIDXBranch.applyProjectDistinct(primaryIndexModificationOp.getPrimaryKeyExpressions(),
+                                primaryIndexModificationOp.getAdditionalFilteringExpressions());
+                        indexUpdate.getInputs().clear();
+                        introduceNewOp(unnestSIDXBranch.currentTop, indexUpdate, true);
+
+                        // Update the secondary expressions of our index.
+                        secondaryExpressions = new ArrayList<>();
+                        for (LogicalVariable var : unnestSIDXBranch.lastFieldVars) {
+                            secondaryExpressions.add(new MutableObject<>(new VariableReferenceExpression(var)));
+                        }
+                        indexUpdate.setSecondaryKeyExprs(secondaryExpressions);
+
+                        // Update the filter expression to include these new keys.
+                        filterExpression = createAnyUnknownFilterExpression(unnestSIDXBranch.lastFieldVars,
+                                context.getOutputTypeEnvironment(unnestSIDXBranch.currentTop),
+                                index.getIndexDetails().isOverridingKeyFieldTypes());
+                        indexUpdate.setFilterExpression(filterExpression);
+
+                        if (replicateOp != null) {
+                            // If we have a replicate, then update the replicate operator to include this branch.
+                            replicateOp.getOutputs().add(new MutableObject<>(unnestSIDXBranch.currentBottom));
+                            op0.getInputs().add(new MutableObject<ILogicalOperator>(indexUpdate));
+                            continue;
+                        }
+                    }
                 }
             } else {
                 // Get type, dimensions and number of keys
-                Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
+                Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index, secondaryKeyTypes.get(0),
                         secondaryKeyFields.get(0), recType);
                 IAType spatialType = keyPairType.first;
                 boolean isPointMBR =
@@ -449,8 +573,11 @@
                 assignCoordinates.getInputs().add(new MutableObject<ILogicalOperator>(currentTop));
                 context.computeAndSetTypeEnvironmentForOperator(assignCoordinates);
                 replicateOutput = assignCoordinates;
-                Mutable<ILogicalExpression> filterExpression = null;
+                boolean forceFilter = keyPairType.second;
+                Mutable<ILogicalExpression> filterExpression = createAnyUnknownFilterExpression(keyVarList,
+                        context.getOutputTypeEnvironment(assignCoordinates), forceFilter);
                 AssignOperator originalAssignCoordinates = null;
+                Mutable<ILogicalExpression> beforeOpFilterExpression = null;
                 // We do something similar for beforeOp key if the operation is an upsert
                 if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
                     List<LogicalVariable> originalKeyVarList = new ArrayList<>();
@@ -481,19 +608,15 @@
                     originalAssignCoordinates.setSourceLocation(sourceLoc);
                     originalAssignCoordinates.getInputs().add(new MutableObject<ILogicalOperator>(assignCoordinates));
                     context.computeAndSetTypeEnvironmentForOperator(originalAssignCoordinates);
-                } else {
-                    // We must enforce the filter if the originating spatial type is
-                    // nullable.
-                    boolean forceFilter = keyPairType.second;
-                    filterExpression = createFilterExpression(keyVarList,
-                            context.getOutputTypeEnvironment(assignCoordinates), forceFilter, sourceLoc);
+                    beforeOpFilterExpression = createAnyUnknownFilterExpression(originalKeyVarList,
+                            context.getOutputTypeEnvironment(originalAssignCoordinates), forceFilter);
                 }
                 DataSourceIndex dataSourceIndex = new DataSourceIndex(index, dataverseName, datasetName, mp);
                 indexUpdate = new IndexInsertDeleteUpsertOperator(dataSourceIndex,
                         OperatorManipulationUtil
                                 .cloneExpressions(primaryIndexModificationOp.getPrimaryKeyExpressions()),
-                        secondaryExpressions, filterExpression, primaryIndexModificationOp.getOperation(),
-                        primaryIndexModificationOp.isBulkload(),
+                        secondaryExpressions, filterExpression, beforeOpFilterExpression,
+                        primaryIndexModificationOp.getOperation(), primaryIndexModificationOp.isBulkload(),
                         primaryIndexModificationOp.getAdditionalNonFilteringExpressions() == null ? 0
                                 : primaryIndexModificationOp.getAdditionalNonFilteringExpressions().size());
                 indexUpdate.setSourceLocation(sourceLoc);
@@ -518,8 +641,8 @@
             }
 
             if (primaryIndexModificationOp.getOperation() == Kind.UPSERT) {
-                indexUpdate.setUpsertIndicatorExpr(new MutableObject<>(
-                        new VariableReferenceExpression(primaryIndexModificationOp.getUpsertIndicatorVar())));
+                indexUpdate.setOperationExpr(new MutableObject<>(
+                        new VariableReferenceExpression(primaryIndexModificationOp.getOperationVar())));
             }
 
             context.computeAndSetTypeEnvironmentForOperator(indexUpdate);
@@ -533,7 +656,7 @@
                  * "blocking" sort operator since tuples are already sorted. We mark the materialization flag for that
                  * branch to make it blocking. Without "blocking", the activity cluster graph would be messed up
                  */
-                if (index.getKeyFieldNames().isEmpty() && index.getIndexType() == IndexType.BTREE) {
+                if (index.isPrimaryKeyIndex()) {
                     int positionOfSecondaryPrimaryIndex = replicateOp.getOutputs().size() - 1;
                     replicateOp.getOutputMaterializationFlags()[positionOfSecondaryPrimaryIndex] = true;
                 }
@@ -542,10 +665,6 @@
                 // For bulk load, we connect all fanned out insert operator to a single SINK operator
                 op0.getInputs().add(new MutableObject<ILogicalOperator>(indexUpdate));
             }
-
-        }
-        if (!hasSecondaryIndex) {
-            return false;
         }
 
         if (!primaryIndexModificationOp.isBulkload()) {
@@ -558,8 +677,79 @@
         return true;
     }
 
-    private LogicalVariable getRecordVar(IOptimizationContext context, AbstractLogicalOperator inputOp,
-            ILogicalExpression recordExpr, int expectedRecordIndex) throws AlgebricksException {
+    private UnnestBranchCreator buildUnnestBranch(ILogicalOperator unnestSourceOp, Index index,
+            LogicalVariable recordVar, LogicalVariable metaVar, ARecordType recType, ARecordType metaType,
+            boolean hasMetaPart) throws AlgebricksException {
+        Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+
+        // Get the record variable associated with our record path.
+        int sourceIndicatorForBaseRecord = arrayIndexDetails.getElementList().get(0).getSourceIndicator();
+        LogicalVariable sourceVarForBaseRecord = hasMetaPart
+                ? ((sourceIndicatorForBaseRecord == Index.RECORD_INDICATOR) ? recordVar : metaVar) : recordVar;
+        UnnestBranchCreator branchCreator = new UnnestBranchCreator(sourceVarForBaseRecord, unnestSourceOp);
+
+        Set<LogicalVariable> secondaryKeyVars = new LinkedHashSet<>();
+        for (Index.ArrayIndexElement workingElement : arrayIndexDetails.getElementList()) {
+            int sourceIndicator = workingElement.getSourceIndicator();
+            ARecordType recordType =
+                    hasMetaPart ? ((sourceIndicator == Index.RECORD_INDICATOR) ? recType : metaType) : recType;
+
+            boolean isOpenOrNestedField;
+            if (workingElement.getUnnestList().isEmpty()) {
+                // We have an atomic element (i.e. we have a composite array index).
+                List<String> atomicFieldName = workingElement.getProjectList().get(0);
+                isOpenOrNestedField =
+                        (atomicFieldName.size() != 1) || !recordType.isClosedField(atomicFieldName.get(0));
+
+                LogicalVariable newVar = context.newVar();
+                VariableReferenceExpression varRef = new VariableReferenceExpression(sourceVarForBaseRecord);
+                varRef.setSourceLocation(sourceLoc);
+                AbstractFunctionCallExpression newVarRef = (isOpenOrNestedField)
+                        ? getFieldAccessFunction(new MutableObject<>(varRef),
+                                recordType.getFieldIndex(atomicFieldName.get(0)), atomicFieldName)
+                        : getFieldAccessFunction(new MutableObject<>(varRef), -1, atomicFieldName);
+
+                // Add an assign on top to extract the atomic element.
+                AssignOperator newAssignOp = new AssignOperator(newVar, new MutableObject<>(newVarRef));
+                newAssignOp.setSourceLocation(sourceLoc);
+                branchCreator.currentTop = introduceNewOp(branchCreator.currentTop, newAssignOp, true);
+                secondaryKeyVars.add(newVar);
+                if (branchCreator.currentBottom == null) {
+                    branchCreator.currentBottom = branchCreator.currentTop;
+                }
+
+            } else {
+                // We have an array element.  Walk the array path.
+                List<String> flatFirstFieldName = ArrayIndexUtil.getFlattenedKeyFieldNames(
+                        workingElement.getUnnestList(), workingElement.getProjectList().get(0));
+                List<Boolean> firstUnnestFlags = ArrayIndexUtil.getUnnestFlags(workingElement.getUnnestList(),
+                        workingElement.getProjectList().get(0));
+                ArrayIndexUtil.walkArrayPath(index, recordType, flatFirstFieldName, firstUnnestFlags, branchCreator);
+                secondaryKeyVars.add(branchCreator.lastFieldVars.get(0));
+
+                // For all other elements in the PROJECT list, add an assign.
+                for (int j = 1; j < workingElement.getProjectList().size(); j++) {
+                    LogicalVariable newVar = context.newVar();
+                    AbstractFunctionCallExpression newVarRef =
+                            getFieldAccessFunction(new MutableObject<>(branchCreator.createLastRecordVarRef()), -1,
+                                    workingElement.getProjectList().get(j));
+
+                    AssignOperator newAssignOp = new AssignOperator(newVar, new MutableObject<>(newVarRef));
+                    newAssignOp.setSourceLocation(sourceLoc);
+                    branchCreator.currentTop = introduceNewOp(branchCreator.currentTop, newAssignOp, true);
+                    secondaryKeyVars.add(newVar);
+                }
+            }
+        }
+
+        // Update the variables we are to use for the head operators.
+        branchCreator.lastFieldVars.clear();
+        branchCreator.lastFieldVars.addAll(secondaryKeyVars);
+        return branchCreator;
+    }
+
+    private LogicalVariable getRecordVar(AbstractLogicalOperator inputOp, ILogicalExpression recordExpr,
+            int expectedRecordIndex) throws AlgebricksException {
         if (exprIsRecord(context.getOutputTypeEnvironment(inputOp), recordExpr)) {
             return ((VariableReferenceExpression) recordExpr).getVariableReference();
         } else {
@@ -599,74 +789,172 @@
         return false;
     }
 
-    private ILogicalOperator injectFieldAccessesForIndexes(IOptimizationContext context, Dataset dataset,
-            List<Index> indexes, Map<IndexFieldId, LogicalVariable> fieldAccessVars, ARecordType recType,
-            ARecordType metaType, LogicalVariable recordVar, LogicalVariable metaVar, ILogicalOperator currentTop,
-            boolean afterOp) throws AlgebricksException {
+    private ILogicalOperator injectFieldAccessesForIndexes(Dataset dataset, List<Index> indexes,
+            Map<IndexFieldId, LogicalVariable> fieldAccessVars, ARecordType recType, ARecordType metaType,
+            LogicalVariable recordVar, LogicalVariable metaVar, ILogicalOperator currentTop, boolean afterOp)
+            throws AlgebricksException {
         List<LogicalVariable> vars = new ArrayList<>();
         List<Mutable<ILogicalExpression>> exprs = new ArrayList<>();
         SourceLocation sourceLoc = currentTop.getSourceLocation();
         for (Index index : indexes) {
-            if (index.isPrimaryIndex()) {
+            if (index.isPrimaryIndex() || index.getIndexType() == IndexType.ARRAY) {
+                // Array indexes require UNNESTs, which must be handled after the PIDX op.
                 continue;
             }
-            List<IAType> skTypes = index.getKeyFieldTypes();
-            List<List<String>> skNames = index.getKeyFieldNames();
-            List<Integer> indicators = index.getKeyFieldSourceIndicators();
-            for (int i = 0; i < index.getKeyFieldNames().size(); i++) {
-                IndexFieldId indexFieldId =
-                        new IndexFieldId(indicators.get(i), skNames.get(i), skTypes.get(i).getTypeTag());
+            List<List<String>> skNames;
+            List<IAType> skTypes;
+            List<Integer> indicators;
+            switch (Index.IndexCategory.of(index.getIndexType())) {
+                case VALUE:
+                    Index.ValueIndexDetails valueIndexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                    skNames = valueIndexDetails.getKeyFieldNames();
+                    skTypes = valueIndexDetails.getKeyFieldTypes();
+                    indicators = valueIndexDetails.getKeyFieldSourceIndicators();
+                    break;
+                case TEXT:
+                    Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                    skNames = textIndexDetails.getKeyFieldNames();
+                    skTypes = textIndexDetails.getKeyFieldTypes();
+                    indicators = textIndexDetails.getKeyFieldSourceIndicators();
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                            String.valueOf(index.getIndexType()));
+            }
+            for (int i = 0; i < skNames.size(); i++) {
+                List<String> skName = skNames.get(i);
+                Integer skSrc = indicators.get(i);
+                IAType skType = skTypes.get(i);
+
+                ARecordType sourceType = dataset.hasMetaPart()
+                        ? skSrc.intValue() == Index.RECORD_INDICATOR ? recType : metaType : recType;
+                LogicalVariable sourceVar = dataset.hasMetaPart()
+                        ? skSrc.intValue() == Index.RECORD_INDICATOR ? recordVar : metaVar : recordVar;
+
+                IAType fieldType = sourceType.getSubFieldType(skName);
+                IndexFieldId indexFieldId = createIndexFieldId(index, skName, skType, skSrc, sourceType, sourceLoc);
                 if (fieldAccessVars.containsKey(indexFieldId)) {
                     // already handled in a different index
                     continue;
                 }
-                ARecordType sourceType = dataset.hasMetaPart()
-                        ? indicators.get(i).intValue() == Index.RECORD_INDICATOR ? recType : metaType : recType;
-                LogicalVariable sourceVar = dataset.hasMetaPart()
-                        ? indicators.get(i).intValue() == Index.RECORD_INDICATOR ? recordVar : metaVar : recordVar;
-                LogicalVariable fieldVar = context.newVar();
                 // create record variable ref
                 VariableReferenceExpression varRef = new VariableReferenceExpression(sourceVar);
                 varRef.setSourceLocation(sourceLoc);
-                IAType fieldType = sourceType.getSubFieldType(indexFieldId.fieldName);
+
                 AbstractFunctionCallExpression theFieldAccessFunc;
+                LogicalVariable fieldVar = context.newVar();
                 if (fieldType == null) {
                     // Open field. must prevent inlining to maintain the cast before the primaryOp and
                     // make handling of records with incorrect value type for this field easier and cleaner
                     context.addNotToBeInlinedVar(fieldVar);
                     // create field access
-                    AbstractFunctionCallExpression fieldAccessFunc = getOpenOrNestedFieldAccessFunction(
-                            new MutableObject<>(varRef), indexFieldId.fieldName, sourceLoc);
+                    AbstractFunctionCallExpression fieldAccessFunc =
+                            getFieldAccessFunction(new MutableObject<>(varRef), -1, indexFieldId.fieldName);
                     // create cast
-                    theFieldAccessFunc = new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(
-                            index.isEnforced() ? BuiltinFunctions.CAST_TYPE : BuiltinFunctions.CAST_TYPE_LAX));
-                    theFieldAccessFunc.setSourceLocation(sourceLoc);
-                    // The first argument is the field
-                    theFieldAccessFunc.getArguments().add(new MutableObject<ILogicalExpression>(fieldAccessFunc));
-                    TypeCastUtils.setRequiredAndInputTypes(theFieldAccessFunc, skTypes.get(i), BuiltinType.ANY);
+                    theFieldAccessFunc = createCastExpression(index, skType, fieldAccessFunc, sourceLoc,
+                            indexFieldId.funId, indexFieldId.extraArg);
                 } else {
                     // Get the desired field position
                     int pos = indexFieldId.fieldName.size() > 1 ? -1
                             : sourceType.getFieldIndex(indexFieldId.fieldName.get(0));
                     // Field not found --> This is either an open field or a nested field. it can't be accessed by index
-                    theFieldAccessFunc = (pos == -1)
-                            ? getOpenOrNestedFieldAccessFunction(new MutableObject<>(varRef), indexFieldId.fieldName,
-                                    sourceLoc)
-                            : getClosedFieldAccessFunction(new MutableObject<>(varRef), pos, sourceLoc);
+                    theFieldAccessFunc =
+                            getFieldAccessFunction(new MutableObject<>(varRef), pos, indexFieldId.fieldName);
+                    // check IndexUtil.castDefaultNull(index), too, because we always want to cast even if
+                    // the overriding type is the same as the overridden type (this is for the case where overriding
+                    // the type of closed field is allowed)
+                    // e.g. field "a" is a string in the dataset ds; CREATE INDEX .. ON ds(a:string) CAST (DEFAULT NULL)
+                    if (IndexUtil.castDefaultNull(index)) {
+                        theFieldAccessFunc = castConstructorFunction(indexFieldId.funId, indexFieldId.extraArg,
+                                theFieldAccessFunc, sourceLoc);
+                    }
                 }
                 vars.add(fieldVar);
-                exprs.add(new MutableObject<ILogicalExpression>(theFieldAccessFunc));
+                exprs.add(new MutableObject<>(theFieldAccessFunc));
                 fieldAccessVars.put(indexFieldId, fieldVar);
             }
         }
-        // AssignOperator assigns secondary keys to their vars
-        AssignOperator castedFieldAssignOperator = new AssignOperator(vars, exprs);
-        castedFieldAssignOperator.setSourceLocation(sourceLoc);
-        return introduceNewOp(context, currentTop, castedFieldAssignOperator, afterOp);
+        if (!vars.isEmpty()) {
+            // AssignOperator assigns secondary keys to their vars
+            AssignOperator castedFieldAssignOperator = new AssignOperator(vars, exprs);
+            castedFieldAssignOperator.setSourceLocation(sourceLoc);
+            return introduceNewOp(currentTop, castedFieldAssignOperator, afterOp);
+        }
+        return currentTop;
     }
 
-    private static ILogicalOperator introduceNewOp(IOptimizationContext context, ILogicalOperator currentTopOp,
-            ILogicalOperator newOp, boolean afterOp) throws AlgebricksException {
+    private static IndexFieldId createIndexFieldId(Index index, List<String> skName, IAType skType, Integer skSrc,
+            ARecordType sourceType, SourceLocation srcLoc) throws AlgebricksException {
+        IAType fieldType = sourceType.getSubFieldType(skName);
+        FunctionIdentifier skFun = null;
+        IAObject fmtArg = null;
+        Pair<FunctionIdentifier, IAObject> castExpr;
+        if (fieldType == null) {
+            // open field
+            castExpr = getCastExpression(index, skType, srcLoc);
+            skFun = castExpr.first;
+            fmtArg = castExpr.second;
+        } else {
+            // closed field
+            if (IndexUtil.castDefaultNull(index)) {
+                castExpr = IndexUtil.getTypeConstructorDefaultNull(index, skType, srcLoc);
+                skFun = castExpr.first;
+                fmtArg = castExpr.second;
+            }
+        }
+        return new IndexFieldId(skSrc, skName, skType.getTypeTag(), skFun, fmtArg);
+    }
+
+    private static Pair<FunctionIdentifier, IAObject> getCastExpression(Index index, IAType skType,
+            SourceLocation srcLoc) throws AlgebricksException {
+        if (IndexUtil.castDefaultNull(index)) {
+            return IndexUtil.getTypeConstructorDefaultNull(index, skType, srcLoc);
+        } else if (index.isEnforced()) {
+            return new Pair<>(BuiltinFunctions.CAST_TYPE, null);
+        } else {
+            return new Pair<>(BuiltinFunctions.CAST_TYPE_LAX, null);
+        }
+    }
+
+    private AbstractFunctionCallExpression createCastExpression(Index index, IAType targetType,
+            AbstractFunctionCallExpression inputExpr, SourceLocation sourceLoc, FunctionIdentifier castFun,
+            IAObject fmtArg) throws CompilationException {
+        ScalarFunctionCallExpression castExpr;
+        if (IndexUtil.castDefaultNull(index)) {
+            castExpr = castConstructorFunction(castFun, fmtArg, inputExpr, sourceLoc);
+        } else {
+            castExpr = castFunction(castFun, targetType, inputExpr, sourceLoc);
+        }
+        return castExpr;
+    }
+
+    private ScalarFunctionCallExpression castFunction(FunctionIdentifier castFun, IAType requiredType,
+            AbstractFunctionCallExpression inputExpr, SourceLocation sourceLoc) throws CompilationException {
+        BuiltinFunctionInfo castInfo = BuiltinFunctions.getBuiltinFunctionInfo(castFun);
+        ScalarFunctionCallExpression castExpr = new ScalarFunctionCallExpression(castInfo);
+        castExpr.setSourceLocation(sourceLoc);
+        castExpr.getArguments().add(new MutableObject<>(inputExpr));
+        TypeCastUtils.setRequiredAndInputTypes(castExpr, requiredType, BuiltinType.ANY);
+        return castExpr;
+    }
+
+    private ScalarFunctionCallExpression castConstructorFunction(FunctionIdentifier typeConstructorFun, IAObject fmt,
+            AbstractFunctionCallExpression inputExpr, SourceLocation srcLoc) {
+        BuiltinFunctionInfo typeConstructorInfo = BuiltinFunctions.getBuiltinFunctionInfo(typeConstructorFun);
+        ScalarFunctionCallExpression constructorExpr = new ScalarFunctionCallExpression(typeConstructorInfo);
+        constructorExpr.getArguments().add(new MutableObject<>(inputExpr));
+        // add the format argument if specified
+        if (fmt != null) {
+            ConstantExpression fmtExpr = new ConstantExpression(new AsterixConstantValue(fmt));
+            fmtExpr.setSourceLocation(srcLoc);
+            constructorExpr.getArguments().add(new MutableObject<>(fmtExpr));
+        }
+        constructorExpr.setSourceLocation(srcLoc);
+        return constructorExpr;
+    }
+
+    private ILogicalOperator introduceNewOp(ILogicalOperator currentTopOp, ILogicalOperator newOp, boolean afterOp)
+            throws AlgebricksException {
         if (afterOp) {
             newOp.getInputs().add(new MutableObject<>(currentTopOp));
             context.computeAndSetTypeEnvironmentForOperator(newOp);
@@ -681,34 +969,34 @@
         }
     }
 
-    private static AbstractFunctionCallExpression getClosedFieldAccessFunction(Mutable<ILogicalExpression> varRef,
-            int position, SourceLocation sourceLoc) {
-        Mutable<ILogicalExpression> indexRef =
-                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt32(position))));
-        ScalarFunctionCallExpression fnExpr = new ScalarFunctionCallExpression(
-                FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_INDEX), varRef, indexRef);
-        fnExpr.setSourceLocation(sourceLoc);
-        return fnExpr;
-    }
+    private AbstractFunctionCallExpression getFieldAccessFunction(Mutable<ILogicalExpression> varRef, int fieldPos,
+            List<String> fieldName) {
+        if (fieldName.size() == 1 && fieldPos != -1) {
+            Mutable<ILogicalExpression> indexRef =
+                    new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt32(fieldPos))));
+            ScalarFunctionCallExpression fnExpr = new ScalarFunctionCallExpression(
+                    FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_INDEX), varRef, indexRef);
+            fnExpr.setSourceLocation(sourceLoc);
+            return fnExpr;
 
-    private static AbstractFunctionCallExpression getOpenOrNestedFieldAccessFunction(Mutable<ILogicalExpression> varRef,
-            List<String> fields, SourceLocation sourceLoc) {
-        ScalarFunctionCallExpression func;
-        if (fields.size() > 1) {
-            IAObject fieldList = stringListToAOrderedList(fields);
-            Mutable<ILogicalExpression> fieldRef = constantToMutableLogicalExpression(fieldList);
-            // Create an expression for the nested case
-            func = new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_NESTED),
-                    varRef, fieldRef);
         } else {
-            IAObject fieldList = new AString(fields.get(0));
-            Mutable<ILogicalExpression> fieldRef = constantToMutableLogicalExpression(fieldList);
-            // Create an expression for the open field case (By name)
-            func = new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_NAME),
-                    varRef, fieldRef);
+            ScalarFunctionCallExpression func;
+            if (fieldName.size() > 1) {
+                IAObject fieldList = stringListToAOrderedList(fieldName);
+                Mutable<ILogicalExpression> fieldRef = constantToMutableLogicalExpression(fieldList);
+                // Create an expression for the nested case
+                func = new ScalarFunctionCallExpression(
+                        FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_NESTED), varRef, fieldRef);
+            } else {
+                IAObject fieldList = new AString(fieldName.get(0));
+                Mutable<ILogicalExpression> fieldRef = constantToMutableLogicalExpression(fieldList);
+                // Create an expression for the open field case (By name)
+                func = new ScalarFunctionCallExpression(
+                        FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_NAME), varRef, fieldRef);
+            }
+            func.setSourceLocation(sourceLoc);
+            return func;
         }
-        func.setSourceLocation(sourceLoc);
-        return func;
     }
 
     private static AOrderedList stringListToAOrderedList(List<String> fields) {
@@ -723,12 +1011,42 @@
         return new MutableObject<>(new ConstantExpression(new AsterixConstantValue(constantObject)));
     }
 
-    private Mutable<ILogicalExpression> createFilterExpression(List<LogicalVariable> secondaryKeyVars,
-            IVariableTypeEnvironment typeEnv, boolean forceFilter, SourceLocation sourceLoc)
+    private Mutable<ILogicalExpression> createFilterExpression(Index index, List<LogicalVariable> secondaryKeyVars,
+            IVariableTypeEnvironment typeEnv, boolean forceFilter) throws AlgebricksException {
+        IndexType indexType = index.getIndexType();
+        if (indexType == IndexType.BTREE) {
+            if (index.isPrimaryKeyIndex()) {
+                return createAnyUnknownFilterExpression(secondaryKeyVars, typeEnv, forceFilter);
+            } else {
+                Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                boolean excludeUnknown = indexDetails.getExcludeUnknownKey().getOrElse(false);
+                return createAllUnknownFilterExpression(secondaryKeyVars, typeEnv, forceFilter, excludeUnknown);
+            }
+        } else {
+            // inverted index && array index
+            return createAnyUnknownFilterExpression(secondaryKeyVars, typeEnv, forceFilter);
+        }
+    }
+
+    private Mutable<ILogicalExpression> createAnyUnknownFilterExpression(List<LogicalVariable> secondaryKeyVars,
+            IVariableTypeEnvironment typeEnv, boolean forceFilter) throws AlgebricksException {
+        return createFilterExpression(secondaryKeyVars, typeEnv, forceFilter, true, BuiltinFunctions.AND);
+    }
+
+    private Mutable<ILogicalExpression> createAllUnknownFilterExpression(List<LogicalVariable> secondaryKeyVars,
+            IVariableTypeEnvironment typeEnv, boolean forceFilter, boolean excludeUnknownKey)
             throws AlgebricksException {
+        return createFilterExpression(secondaryKeyVars, typeEnv, forceFilter, excludeUnknownKey, BuiltinFunctions.OR);
+    }
+
+    private Mutable<ILogicalExpression> createFilterExpression(List<LogicalVariable> secondaryKeyVars,
+            IVariableTypeEnvironment typeEnv, boolean forceFilter, boolean excludeUnknownKey,
+            FunctionIdentifier combiner) throws AlgebricksException {
+        if (!excludeUnknownKey) {
+            return null;
+        }
         List<Mutable<ILogicalExpression>> filterExpressions = new ArrayList<>();
-        // Add 'is not null' to all nullable secondary index keys as a filtering
-        // condition.
+        // Add 'is not null' to all nullable secondary index keys as a filtering condition
         for (LogicalVariable secondaryKeyVar : secondaryKeyVars) {
             IAType secondaryKeyType = (IAType) typeEnv.getVarType(secondaryKeyVar);
             if (!NonTaggedFormatUtil.isOptional(secondaryKeyType) && !forceFilter) {
@@ -752,26 +1070,158 @@
         }
         Mutable<ILogicalExpression> filterExpression;
         if (filterExpressions.size() > 1) {
-            // Create a conjunctive condition.
-            ScalarFunctionCallExpression andExpr = new ScalarFunctionCallExpression(
-                    FunctionUtil.getFunctionInfo(BuiltinFunctions.AND), filterExpressions);
-            andExpr.setSourceLocation(sourceLoc);
-            filterExpression = new MutableObject<>(andExpr);
+            // Combine the conditions
+            ScalarFunctionCallExpression combinerExpr = new ScalarFunctionCallExpression(
+                    BuiltinFunctions.getBuiltinFunctionInfo(combiner), filterExpressions);
+            combinerExpr.setSourceLocation(sourceLoc);
+            filterExpression = new MutableObject<>(combinerExpr);
         } else {
             filterExpression = filterExpressions.get(0);
         }
         return filterExpression;
     }
 
-    private final class IndexFieldId {
+    /**
+     * Builds the nested plan required for array index maintenance.
+     */
+    private class UnnestBranchCreator implements ArrayIndexUtil.TypeTrackerCommandExecutor {
+        private final List<LogicalVariable> lastFieldVars;
+        private LogicalVariable lastRecordVar;
+        private ILogicalOperator currentTop, currentBottom = null;
+
+        public UnnestBranchCreator(LogicalVariable recordVar, ILogicalOperator sourceOperator) {
+            this.lastRecordVar = recordVar;
+            this.currentTop = sourceOperator;
+            this.lastFieldVars = new ArrayList<>();
+        }
+
+        public ILogicalPlan buildBranch() {
+            return new ALogicalPlanImpl(new MutableObject<>(currentTop));
+        }
+
+        public VariableReferenceExpression createLastRecordVarRef() {
+            VariableReferenceExpression varRef = new VariableReferenceExpression(lastRecordVar);
+            varRef.setSourceLocation(sourceLoc);
+            return varRef;
+        }
+
+        public final void applyProjectOnly() throws AlgebricksException {
+            List<LogicalVariable> projectVars = new ArrayList<>(this.lastFieldVars);
+            ProjectOperator projectOperator = new ProjectOperator(projectVars);
+            projectOperator.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, projectOperator, true);
+        }
+
+        @SafeVarargs
+        public final void applyProjectDistinct(List<Mutable<ILogicalExpression>>... auxiliaryExpressions)
+                throws AlgebricksException {
+            // Apply the following: PROJECT(SK, AK) --> (ORDER (SK, AK)) implicitly --> DISTINCT (SK, AK) .
+            List<LogicalVariable> projectVars = new ArrayList<>(this.lastFieldVars);
+            List<Mutable<ILogicalExpression>> distinctVarRefs =
+                    OperatorManipulationUtil.createVariableReferences(projectVars, sourceLoc);
+
+            // If we have any additional expressions to be added to our index, append them here.
+            if (auxiliaryExpressions.length > 0) {
+                for (List<Mutable<ILogicalExpression>> exprList : auxiliaryExpressions) {
+                    if (exprList != null) {
+                        // Sanity check: ensure that we only have variable references.
+                        if (exprList.stream().anyMatch(
+                                e -> !e.getValue().getExpressionTag().equals(LogicalExpressionTag.VARIABLE))) {
+                            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                                    "Given auxiliary expression list contains non-variable reference expressions. We"
+                                            + " cannot apply DISTINCT to this expression at this stage.");
+                        }
+
+                        distinctVarRefs.addAll(OperatorManipulationUtil.cloneExpressions(exprList));
+                        for (Mutable<ILogicalExpression> e : OperatorManipulationUtil.cloneExpressions(exprList)) {
+                            projectVars.add(((VariableReferenceExpression) e.getValue()).getVariableReference());
+                        }
+                    }
+                }
+            }
+
+            ProjectOperator projectOperator = new ProjectOperator(projectVars);
+            projectOperator.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, projectOperator, true);
+            DistinctOperator distinctOperator = new DistinctOperator(distinctVarRefs);
+            distinctOperator.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, distinctOperator, true);
+        }
+
+        public void applyFilteringExpression(Mutable<ILogicalExpression> filterExpression) throws AlgebricksException {
+            SelectOperator selectOperator = new SelectOperator(filterExpression);
+            selectOperator.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, selectOperator, true);
+        }
+
+        @Override
+        public void executeActionOnEachArrayStep(ARecordType startingStepRecordType, IAType workingType,
+                List<String> fieldName, boolean isFirstArrayStep, boolean isLastUnnestInIntermediateStep)
+                throws AlgebricksException {
+            // Get the field we want to UNNEST from our record.
+            ILogicalExpression accessToUnnestVar;
+            accessToUnnestVar = (startingStepRecordType != null)
+                    ? getFieldAccessFunction(new MutableObject<>(createLastRecordVarRef()),
+                            startingStepRecordType.getFieldIndex(fieldName.get(0)), fieldName)
+                    : getFieldAccessFunction(new MutableObject<>(createLastRecordVarRef()), -1, fieldName);
+            UnnestingFunctionCallExpression scanCollection = new UnnestingFunctionCallExpression(
+                    BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.SCAN_COLLECTION),
+                    Collections.singletonList(new MutableObject<>(accessToUnnestVar)));
+            scanCollection.setReturnsUniqueValues(false);
+            scanCollection.setSourceLocation(sourceLoc);
+            LogicalVariable unnestVar = context.newVar();
+            this.lastFieldVars.add(unnestVar);
+
+            UnnestOperator unnestOp = new UnnestOperator(unnestVar, new MutableObject<>(scanCollection));
+            unnestOp.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, unnestOp, true);
+            if (isFirstArrayStep && this.currentBottom == null) {
+                this.currentBottom = unnestOp;
+            }
+
+            if (isLastUnnestInIntermediateStep) {
+                // This is the last UNNEST before the next array step. Update our record variable.
+                this.lastRecordVar = unnestVar;
+                this.lastFieldVars.clear();
+            }
+        }
+
+        @Override
+        public void executeActionOnFinalArrayStep(ARecordType startingStepRecordType, List<String> fieldName,
+                boolean isNonArrayStep, boolean requiresOnlyOneUnnest) throws AlgebricksException {
+            // If the final value is nested inside a record, add an additional ASSIGN.
+            if (!isNonArrayStep) {
+                return;
+            }
+
+            // Create the function to access our final field.
+            AbstractFunctionCallExpression accessToFinalVar = (startingStepRecordType != null)
+                    ? getFieldAccessFunction(new MutableObject<>(createLastRecordVarRef()),
+                            startingStepRecordType.getFieldIndex(fieldName.get(0)), fieldName)
+                    : getFieldAccessFunction(new MutableObject<>(createLastRecordVarRef()), -1, fieldName);
+
+            LogicalVariable finalVar = context.newVar();
+            this.lastFieldVars.add(finalVar);
+            AssignOperator assignOperator = new AssignOperator(finalVar, new MutableObject<>(accessToFinalVar));
+            assignOperator.setSourceLocation(sourceLoc);
+            this.currentTop = introduceNewOp(currentTop, assignOperator, true);
+        }
+    }
+
+    private static class IndexFieldId {
         private final int indicator;
         private final List<String> fieldName;
         private final ATypeTag fieldType;
+        private final FunctionIdentifier funId;
+        private final IAObject extraArg; // currently, only for datetime constructor functions with the format arg
 
-        private IndexFieldId(int indicator, List<String> fieldName, ATypeTag fieldType) {
+        private IndexFieldId(int indicator, List<String> fieldName, ATypeTag fieldType, FunctionIdentifier funId,
+                IAObject extraArg) {
             this.indicator = indicator;
             this.fieldName = fieldName;
             this.fieldType = fieldType;
+            this.funId = funId;
+            this.extraArg = extraArg;
         }
 
         @Override
@@ -779,6 +1229,8 @@
             int result = indicator;
             result = 31 * result + fieldName.hashCode();
             result = 31 * result + fieldType.hashCode();
+            result = 31 * result + Objects.hashCode(funId);
+            result = 31 * result + Objects.hashCode(extraArg);
             return result;
         }
 
@@ -791,13 +1243,9 @@
                 return false;
             }
             IndexFieldId that = (IndexFieldId) o;
-            if (indicator != that.indicator) {
-                return false;
-            }
-            if (!fieldName.equals(that.fieldName)) {
-                return false;
-            }
-            return fieldType == that.fieldType;
+            return indicator == that.indicator && Objects.equals(fieldName, that.fieldName)
+                    && fieldType == that.fieldType && Objects.equals(funId, that.funId)
+                    && Objects.equals(extraArg, that.extraArg);
         }
     }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PullSelectOutOfSpatialJoin.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PullSelectOutOfSpatialJoin.java
new file mode 100644
index 0000000..507906b
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PullSelectOutOfSpatialJoin.java
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * If the join predicate contains multiple conditions, in which one of them is spatial_intersect($x, $y), all other
+ * condition will be pull out to a SELECT operator after the SPATIAL_JOIN operator.
+ *
+ * For example:<br/>
+ * join (and(spatial-intersect($$52, $$53), lt(st-distance($$56, $$57), 1.0))
+ * -- SPATIAL_JOIN [$$62, $$52] [$$63, $$53]  |PARTITIONED|
+ *
+ * Becomes,
+ *
+ * select (lt(st-distance($$56, $$57), 1.0))
+ * -- STREAM_SELECT  |PARTITIONED|
+ *     exchange
+ *     -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+ *         join (spatial-intersect($$52, $$53))
+ *         -- SPATIAL_JOIN [$$62, $$52] [$$63, $$53]  |PARTITIONED|
+ */
+
+public class PullSelectOutOfSpatialJoin implements IAlgebraicRewriteRule {
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op;
+
+        if (op.getPhysicalOperator().getOperatorTag() != PhysicalOperatorTag.SPATIAL_JOIN) {
+            return false;
+        }
+
+        ILogicalExpression expr = join.getCondition().getValue();
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) expr;
+        FunctionIdentifier fi = fexp.getFunctionIdentifier();
+        if (!fi.equals(AlgebricksBuiltinFunctions.AND)) {
+            return false;
+        }
+        List<Mutable<ILogicalExpression>> spatialVarVarComps = new ArrayList<Mutable<ILogicalExpression>>();
+        List<Mutable<ILogicalExpression>> otherPredicates = new ArrayList<Mutable<ILogicalExpression>>();
+        for (Mutable<ILogicalExpression> arg : fexp.getArguments()) {
+            if (isSpatialVarVar(arg.getValue(), join, context)) {
+                spatialVarVarComps.add(arg);
+            } else {
+                otherPredicates.add(arg);
+            }
+        }
+        if (spatialVarVarComps.isEmpty() || otherPredicates.isEmpty()) {
+            return false;
+        }
+        // pull up
+        ILogicalExpression pulledCond = makeCondition(otherPredicates, context, op);
+        SelectOperator select = new SelectOperator(new MutableObject<ILogicalExpression>(pulledCond));
+        select.setSourceLocation(op.getSourceLocation());
+        ILogicalExpression newJoinCond = makeCondition(spatialVarVarComps, context, op);
+        join.getCondition().setValue(newJoinCond);
+        select.getInputs().add(new MutableObject<ILogicalOperator>(join));
+        context.computeAndSetTypeEnvironmentForOperator(select);
+        select.recomputeSchema();
+        opRef.setValue(select);
+
+        return true;
+    }
+
+    private ILogicalExpression makeCondition(List<Mutable<ILogicalExpression>> predList, IOptimizationContext context,
+            AbstractLogicalOperator op) {
+        if (predList.size() > 1) {
+            IFunctionInfo finfo = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND);
+            ScalarFunctionCallExpression conditionExpr = new ScalarFunctionCallExpression(finfo, predList);
+            conditionExpr.setSourceLocation(op.getSourceLocation());
+            return conditionExpr;
+        } else {
+            return predList.get(0).getValue();
+        }
+    }
+
+    private boolean isSpatialVarVar(ILogicalExpression expr, AbstractBinaryJoinOperator join,
+            IOptimizationContext context) throws AlgebricksException {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) expr;
+        if (!f.getFunctionIdentifier().equals(BuiltinFunctions.SPATIAL_INTERSECT)) {
+            return false;
+        }
+
+        // We only apply this rule if the arguments of spatial_intersect are ARectangle
+        IVariableTypeEnvironment typeEnvironment = join.computeInputTypeEnvironment(context);
+        IAType leftType = (IAType) context.getExpressionTypeComputer().getType(f.getArguments().get(0).getValue(),
+                context.getMetadataProvider(), typeEnvironment);
+        IAType rightType = (IAType) context.getExpressionTypeComputer().getType(f.getArguments().get(1).getValue(),
+                context.getMetadataProvider(), typeEnvironment);
+        if ((leftType.getTypeTag() != BuiltinType.ARECTANGLE.getTypeTag())
+                || (rightType.getTypeTag() != BuiltinType.ARECTANGLE.getTypeTag())) {
+            return false;
+        }
+
+        ILogicalExpression e1 = f.getArguments().get(0).getValue();
+        if (e1.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            return false;
+        } else {
+            ILogicalExpression e2 = f.getArguments().get(1).getValue();
+            return e2.getExpressionTag() == LogicalExpressionTag.VARIABLE;
+        }
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushFieldAccessToExternalDataScanRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushFieldAccessToExternalDataScanRule.java
deleted file mode 100644
index f25e058..0000000
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushFieldAccessToExternalDataScanRule.java
+++ /dev/null
@@ -1,248 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.optimizer.rules;
-
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-
-import org.apache.asterix.common.config.DatasetConfig.DatasetType;
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.metadata.DataverseName;
-import org.apache.asterix.external.util.ExternalDataUtils;
-import org.apache.asterix.metadata.declared.DataSource;
-import org.apache.asterix.metadata.declared.DatasetDataSource;
-import org.apache.asterix.metadata.declared.ExternalDataProjectionInfo;
-import org.apache.asterix.metadata.declared.MetadataProvider;
-import org.apache.asterix.metadata.entities.Dataset;
-import org.apache.asterix.metadata.entities.ExternalDatasetDetails;
-import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.utils.ConstantExpressionUtil;
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
-import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
-
-/**
- * Pushes field-access expression to the external dataset scan to minimize the size of the record.
- * This rule currently does not remove the field access expression in ASSIGN and SCAN operators. Instead,
- * it adds the requested field names to external dataset details to produce records that only contain the requested
- * fields. Thus, no changes would occur in the plan's structure after firing this rule.
- * Example:
- * Before plan:
- * ...
- * select (and(gt($$00, 20), gt($$r.getField("salary"), 70000)))
- * ...
- * assign [$$00] <- [$$r.getField("personalInfo").getField("age")]
- * ...
- * data-scan []<-[$$r] <- ParquetDataverse.ParquetDataset
- * <p>
- * After plan:
- * ...
- * select (and(gt($$00, 20), gt($$r.getField("salary"), 70000)))
- * ...
- * assign [$$00] <- [$$r.getField("personalInfo").getField("age")]
- * ...
- * data-scan []<-[$$r] <- ParquetDataverse.ParquetDataset project (personalInfo.age, salary)
- * <p>
- * The resulting record $$r will be {"personalInfo":{"age": *AGE*}, "salary": *SALARY*}
- * and other fields will not be included in $$r.
- */
-public class PushFieldAccessToExternalDataScanRule implements IAlgebraicRewriteRule {
-    //Datasets payload variables
-    private final List<LogicalVariable> recordVariables = new ArrayList<>();
-    //Dataset scan operators' projection info
-    private final List<ExternalDataProjectionInfo> projectionInfos = new ArrayList<>();
-    //Final result live variables
-    private final Set<LogicalVariable> projectedVariables = new HashSet<>();
-
-    @Override
-    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
-            throws AlgebricksException {
-        final ILogicalOperator currentOp = opRef.getValue();
-        final LogicalOperatorTag currentOpTag = currentOp.getOperatorTag();
-        if (!context.getPhysicalOptimizationConfig().isExternalFieldPushdown()) {
-            return false;
-        }
-        if (currentOpTag == LogicalOperatorTag.PROJECT) {
-            ProjectOperator projectOp = (ProjectOperator) currentOp;
-            projectedVariables.addAll(projectOp.getVariables());
-            return false;
-        }
-
-        if (currentOpTag != LogicalOperatorTag.DATASOURCESCAN) {
-            return false;
-        }
-
-        return setDatasetProperties(currentOp, (MetadataProvider) context.getMetadataProvider());
-    }
-
-    @Override
-    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
-            throws AlgebricksException {
-        final ILogicalOperator op = opRef.getValue();
-        if (!context.getPhysicalOptimizationConfig().isExternalFieldPushdown()
-                || context.checkIfInDontApplySet(this, op) || projectionInfos.isEmpty()) {
-            return false;
-        }
-
-        if (op.getOperatorTag() != LogicalOperatorTag.SELECT && op.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
-            return false;
-        }
-
-        if (op.getOperatorTag() == LogicalOperatorTag.SELECT) {
-            final SelectOperator selectOp = (SelectOperator) op;
-            pushFieldAccessExpression(selectOp.getCondition(), context);
-        } else {
-            final AssignOperator assignOp = (AssignOperator) op;
-            pushFieldAccessExpression(assignOp.getExpressions(), context);
-        }
-
-        //Add to do not apply to avoid pushing the same expression twice when the plan contains REPLICATE
-        context.addToDontApplySet(this, op);
-
-        return false;
-    }
-
-    private void pushFieldAccessExpression(List<Mutable<ILogicalExpression>> exprList, IOptimizationContext context)
-            throws AlgebricksException {
-
-        for (Mutable<ILogicalExpression> exprRef : exprList) {
-            pushFieldAccessExpression(exprRef, context);
-        }
-    }
-
-    private void pushFieldAccessExpression(Mutable<ILogicalExpression> exprRef, IOptimizationContext context)
-            throws AlgebricksException {
-        final ILogicalExpression expr = exprRef.getValue();
-        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
-            return;
-        }
-
-        final AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-
-        //Only field access expressions are allowed
-        if (!isFieldAccessByName(funcExpr)) {
-            pushFieldAccessExpression(funcExpr.getArguments(), context);
-            return;
-        }
-
-        //Get root expression input variable in case it is nested field access
-        final LogicalVariable funcRootInputVar = getRootExpressionInputVariable(funcExpr);
-        if (funcRootInputVar != null) {
-            final int recordVarIndex = recordVariables.indexOf(funcRootInputVar);
-            //Is funcRootInputVar originated from a data-scan operator?
-            if (recordVarIndex >= 0) {
-                final List<List<String>> projectedFieldNames = projectionInfos.get(recordVarIndex).getProjectionInfo();
-                final List<String> fieldNames = new ArrayList<>();
-                //Add fieldAccessExpr to field names list
-                buildFieldNames(funcExpr, fieldNames);
-                if (!fieldNames.isEmpty()) {
-                    projectedFieldNames.add(fieldNames);
-                }
-            }
-        } else {
-            //Descend to the arguments expressions to see if any can be pushed
-            pushFieldAccessExpression(funcExpr.getArguments(), context);
-        }
-    }
-
-    private boolean setDatasetProperties(ILogicalOperator op, MetadataProvider mp) throws AlgebricksException {
-        final DataSourceScanOperator scan = (DataSourceScanOperator) op;
-        final DataSource dataSource = (DataSource) scan.getDataSource();
-
-        if (dataSource == null) {
-            return false;
-        }
-        final DataverseName dataverse = dataSource.getId().getDataverseName();
-        final String datasetName = dataSource.getId().getDatasourceName();
-        final Dataset dataset = mp.findDataset(dataverse, datasetName);
-
-        //Only external dataset can have pushed down expressions
-        if (dataset == null || dataset.getDatasetType() == DatasetType.INTERNAL
-                || dataset.getDatasetType() == DatasetType.EXTERNAL && !ExternalDataUtils
-                        .supportsPushdown(((ExternalDatasetDetails) dataset.getDatasetDetails()).getProperties())) {
-            return false;
-        }
-
-        boolean changed = false;
-        final DatasetDataSource datasetDataSource = (DatasetDataSource) dataSource;
-        final LogicalVariable recordVar = datasetDataSource.getDataRecordVariable(scan.getVariables());
-        if (!projectedVariables.contains(recordVar) && scan.getProjectionInfo() == null) {
-            //Do not push expressions to data scan if the whole record is needed
-            recordVariables.add(recordVar);
-            ExternalDataProjectionInfo projectionInfo = new ExternalDataProjectionInfo();
-            scan.setProjectionInfo(projectionInfo);
-            projectionInfos.add(projectionInfo);
-            changed = true;
-        }
-        return changed;
-    }
-
-    private static LogicalVariable getRootExpressionInputVariable(AbstractFunctionCallExpression funcExpr) {
-        ILogicalExpression currentExpr = funcExpr.getArguments().get(0).getValue();
-        while (isFieldAccessByName(currentExpr)) {
-            currentExpr = ((AbstractFunctionCallExpression) currentExpr).getArguments().get(0).getValue();
-        }
-
-        if (currentExpr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
-            return ((VariableReferenceExpression) currentExpr).getVariableReference();
-        }
-        return null;
-    }
-
-    private static boolean isFieldAccessByName(ILogicalExpression expression) {
-        return expression.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL
-                && BuiltinFunctions.FIELD_ACCESS_BY_NAME
-                        .equals(((AbstractFunctionCallExpression) expression).getFunctionIdentifier());
-    }
-
-    private static void buildFieldNames(ILogicalExpression expr, List<String> fieldNames) throws CompilationException {
-        if (!isFieldAccessByName(expr)) {
-            /*
-             * We only push nested field-access expressions.
-             * This is a sanity check if the previous checks have missed.
-             */
-            return;
-        }
-
-        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-        ILogicalExpression objectExpr = funcExpr.getArguments().get(0).getValue();
-        if (!isPayload(objectExpr)) {
-            buildFieldNames(objectExpr, fieldNames);
-        }
-        fieldNames.add(ConstantExpressionUtil.getStringArgument(funcExpr, 1));
-    }
-
-    private static boolean isPayload(ILogicalExpression expr) {
-        return expr.getExpressionTag() == LogicalExpressionTag.VARIABLE;
-    }
-}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushValueAccessToExternalDataScanRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushValueAccessToExternalDataScanRule.java
new file mode 100644
index 0000000..405e2bd
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/PushValueAccessToExternalDataScanRule.java
@@ -0,0 +1,123 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules;
+
+import java.util.Set;
+
+import org.apache.asterix.common.config.DatasetConfig;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.asterix.metadata.declared.DataSource;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.entities.ExternalDatasetDetails;
+import org.apache.asterix.optimizer.base.AsterixOptimizationContext;
+import org.apache.asterix.optimizer.rules.pushdown.OperatorValueAccessPushdownVisitor;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+import it.unimi.dsi.fastutil.ints.Int2ObjectMap;
+import it.unimi.dsi.fastutil.objects.ObjectSet;
+
+/**
+ * Pushes value access expressions to the external dataset scan to minimize the size of the record.
+ * This rule currently does not remove the value access expression. Instead, it adds the requested field names to
+ * external dataset details to produce records that only contain the requested values. Thus, no changes would occur
+ * to the plan's structure after firing this rule.
+ * Example:
+ * Before plan:
+ * ...
+ * select (and(gt($$00, 20), gt($$r.getField("salary"), 70000)))
+ * ...
+ * assign [$$00] <- [$$r.getField("personalInfo").getField("age")]
+ * ...
+ * data-scan []<-[$$r] <- ParquetDataverse.ParquetDataset
+ * <p>
+ * After plan:
+ * ...
+ * select (and(gt($$00, 20), gt($$r.getField("salary"), 70000)))
+ * ...
+ * assign [$$00] <- [$$r.getField("personalInfo").getField("age")]
+ * ...
+ * data-scan []<-[$$r] <- ParquetDataverse.ParquetDataset project ({personalInfo:{age: VALUE},salary:VALUE})
+ * <p>
+ * The resulting record $$r will be {"personalInfo":{"age": *AGE*}, "salary": *SALARY*}
+ * and other fields will not be included in $$r.
+ */
+public class PushValueAccessToExternalDataScanRule implements IAlgebraicRewriteRule {
+    //Initially, assume we need to run the rule
+    private boolean run = true;
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (!context.getPhysicalOptimizationConfig().isExternalFieldPushdown() || !run) {
+            //The rule was fired, or value access pushdown is disabled
+            return false;
+        }
+
+        /*
+         * Only run the rewrite rule once and only if the plan contains a data-scan on an external dataset that
+         * support value access pushdown.
+         */
+        run = shouldRun(context);
+        if (run) {
+            run = false;
+            OperatorValueAccessPushdownVisitor visitor = new OperatorValueAccessPushdownVisitor(context);
+            opRef.getValue().accept(visitor, null);
+            visitor.finish();
+        }
+
+        //This rule does not do any actual structural changes to the plan
+        return false;
+    }
+
+    /**
+     * Check whether the plan contains an external dataset that supports pushdown
+     *
+     * @param context optimization context
+     * @return true if the plan contains such dataset, false otherwise
+     */
+    private boolean shouldRun(IOptimizationContext context) throws AlgebricksException {
+        ObjectSet<Int2ObjectMap.Entry<Set<DataSource>>> entrySet =
+                ((AsterixOptimizationContext) context).getDataSourceMap().int2ObjectEntrySet();
+        MetadataProvider metadataProvider = (MetadataProvider) context.getMetadataProvider();
+        for (Int2ObjectMap.Entry<Set<DataSource>> dataSources : entrySet) {
+            for (DataSource dataSource : dataSources.getValue()) {
+                if (supportPushdown(metadataProvider, dataSource)) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+
+    private boolean supportPushdown(MetadataProvider metadataProvider, DataSource dataSource)
+            throws AlgebricksException {
+        DataverseName dataverse = dataSource.getId().getDataverseName();
+        String datasetName = dataSource.getId().getDatasourceName();
+        Dataset dataset = metadataProvider.findDataset(dataverse, datasetName);
+
+        return dataset != null && dataset.getDatasetType() == DatasetConfig.DatasetType.EXTERNAL && ExternalDataUtils
+                .supportsPushdown(((ExternalDatasetDetails) dataset.getDatasetDetails()).getProperties());
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/RemoveLeftOuterUnnestForLeftOuterJoinRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/RemoveLeftOuterUnnestForLeftOuterJoinRule.java
index 775a1df..f9f9a4c 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/RemoveLeftOuterUnnestForLeftOuterJoinRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/RemoveLeftOuterUnnestForLeftOuterJoinRule.java
@@ -22,6 +22,7 @@
 import java.util.ArrayList;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Objects;
 import java.util.Set;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
@@ -38,7 +39,9 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
@@ -46,6 +49,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 
 /**
@@ -55,7 +59,7 @@
  * left-outer-unnest $x <- scan-collection($y)
  *   group-by($k){
  *     aggregate $y <- listify($z1)
- *       select not(is-missing($z2))
+ *       select not(is-missing/null($z2))
  *         NTS
  *   }
  *     left outer join ($a=$b)
@@ -89,7 +93,7 @@
 
         // Checks whether the left outer unnest and the group-by operator are qualified for rewriting.
         Triple<Boolean, ILogicalExpression, ILogicalExpression> checkGbyResult =
-                checkUnnestAndGby(outerUnnest, gbyOperator);
+                checkUnnestAndGby(outerUnnest, gbyOperator, lojOperator);
         // The argument for listify and not(is-missing(...)) check should be variables.
         if (!checkGbyResult.first || checkGbyResult.second == null || !isVariableReference(checkGbyResult.second)
                 || checkGbyResult.third == null || !isVariableReference(checkGbyResult.third)) {
@@ -127,7 +131,7 @@
 
     // Checks left outer unnest and gby.
     private Triple<Boolean, ILogicalExpression, ILogicalExpression> checkUnnestAndGby(
-            LeftOuterUnnestOperator outerUnnest, GroupByOperator gbyOperator) {
+            LeftOuterUnnestOperator outerUnnest, GroupByOperator gbyOperator, LeftOuterJoinOperator lojOperator) {
         // Checks left outer unnest.
         Pair<Boolean, LogicalVariable> checkUnnestResult = checkUnnest(outerUnnest);
         if (!checkUnnestResult.first) {
@@ -136,7 +140,8 @@
 
         // Checks group-by.
         LogicalVariable varToUnnest = checkUnnestResult.second;
-        Triple<Boolean, ILogicalExpression, ILogicalExpression> checkGbyResult = checkGroupBy(gbyOperator, varToUnnest);
+        Triple<Boolean, ILogicalExpression, ILogicalExpression> checkGbyResult =
+                checkGroupBy(gbyOperator, varToUnnest, lojOperator.getMissingValue());
         if (!checkGbyResult.first) {
             return new Triple<>(false, null, null);
         }
@@ -159,7 +164,7 @@
 
     // Checks the group-by operator on top of the left outer join operator.
     private Triple<Boolean, ILogicalExpression, ILogicalExpression> checkGroupBy(GroupByOperator gbyOperator,
-            LogicalVariable varToUnnest) {
+            LogicalVariable varToUnnest, IAlgebricksConstantValue leftOuterMissingValue) {
         Pair<Boolean, ILogicalOperator> checkNestedPlanResult = checkNestedPlan(gbyOperator);
         if (!checkNestedPlanResult.first) {
             return new Triple<>(false, null, null);
@@ -182,7 +187,7 @@
             return new Triple<>(false, null, null);
         }
         SelectOperator select = (SelectOperator) rootInputOp;
-        Pair<Boolean, ILogicalExpression> conditionArgPair = checkSelect(select);
+        Pair<Boolean, ILogicalExpression> conditionArgPair = checkSelect(select, leftOuterMissingValue);
         return new Triple<>(true, listifyArgPair.second, conditionArgPair.second);
     }
 
@@ -222,7 +227,8 @@
     }
 
     // Checks the expression for the nested select operator inside the group-by operator.
-    private Pair<Boolean, ILogicalExpression> checkSelect(SelectOperator select) {
+    private Pair<Boolean, ILogicalExpression> checkSelect(SelectOperator select,
+            IAlgebricksConstantValue leftOuterMissingValue) {
         ILogicalExpression condition = select.getCondition().getValue();
         if (condition.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
             return new Pair<>(false, null);
@@ -236,7 +242,9 @@
             return new Pair<>(false, null);
         }
         conditionFunc = (AbstractFunctionCallExpression) condition;
-        if (!conditionFunc.getFunctionIdentifier().equals(BuiltinFunctions.IS_MISSING)) {
+        FunctionIdentifier isMissingNullFuncId =
+                Objects.requireNonNull(OperatorPropertiesUtil.getIsMissingNullFunction(leftOuterMissingValue));
+        if (!conditionFunc.getFunctionIdentifier().equals(isMissingNullFuncId)) {
             return new Pair<>(false, null);
         }
         ILogicalExpression conditionArg = conditionFunc.getArguments().get(0).getValue();
@@ -265,7 +273,7 @@
         lhs.add(outerUnnest.getVariable());
         VariableReferenceExpression listifyVarRef = new VariableReferenceExpression(listifyVar);
         listifyVarRef.setSourceLocation(gbyOperator.getSourceLocation());
-        rhs.add(new MutableObject<ILogicalExpression>(listifyVarRef));
+        rhs.add(new MutableObject<>(listifyVarRef));
         List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList = gbyOperator.getGroupByList();
         for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gbyPair : gbyList) {
             lhs.add(gbyPair.first);
@@ -273,7 +281,9 @@
         }
         AssignOperator assignOp = new AssignOperator(lhs, rhs);
         assignOp.setSourceLocation(outerUnnest.getSourceLocation());
-        assignOp.getInputs().add(new MutableObject<ILogicalOperator>(lojOperator));
+        assignOp.getInputs().add(new MutableObject<>(lojOperator));
+        lojOperator.setMissingValue(outerUnnest.getMissingValue());
+        context.computeAndSetTypeEnvironmentForOperator(lojOperator);
         context.computeAndSetTypeEnvironmentForOperator(assignOp);
         opRef.setValue(assignOp);
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AbstractIntroduceAccessMethodRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AbstractIntroduceAccessMethodRule.java
index 5bfdf1d..7f1ff4a 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AbstractIntroduceAccessMethodRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AbstractIntroduceAccessMethodRule.java
@@ -19,9 +19,7 @@
 package org.apache.asterix.optimizer.rules.am;
 
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collection;
-import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.Iterator;
@@ -38,26 +36,23 @@
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
 import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.metadata.utils.MetadataUtil;
-import org.apache.asterix.om.base.AOrderedList;
-import org.apache.asterix.om.base.AString;
-import org.apache.asterix.om.constants.AsterixConstantValue;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
-import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AbstractCollectionType;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
-import org.apache.asterix.om.utils.ConstantExpressionUtil;
 import org.apache.asterix.optimizer.base.AnalysisUtil;
 import org.apache.asterix.optimizer.rules.am.OptimizableOperatorSubTree.DataSourceType;
+import org.apache.asterix.optimizer.rules.util.FullTextUtil;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableInt;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
@@ -65,10 +60,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
-import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
@@ -81,25 +73,15 @@
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 
-import com.google.common.collect.ImmutableSet;
+import com.google.common.base.Strings;
 
 /**
  * Class that embodies the commonalities between rewrite rules for access
  * methods.
  */
 public abstract class AbstractIntroduceAccessMethodRule implements IAlgebraicRewriteRule {
-
     protected MetadataProvider metadataProvider;
 
-    // Function Identifier sets that retain the original field variable through each function's arguments
-    private final ImmutableSet<FunctionIdentifier> funcIDSetThatRetainFieldName =
-            ImmutableSet.of(BuiltinFunctions.WORD_TOKENS, BuiltinFunctions.GRAM_TOKENS, BuiltinFunctions.SUBSTRING,
-                    BuiltinFunctions.SUBSTRING_BEFORE, BuiltinFunctions.SUBSTRING_AFTER,
-                    BuiltinFunctions.CREATE_POLYGON, BuiltinFunctions.CREATE_MBR, BuiltinFunctions.CREATE_RECTANGLE,
-                    BuiltinFunctions.CREATE_CIRCLE, BuiltinFunctions.CREATE_LINE, BuiltinFunctions.CREATE_POINT,
-                    BuiltinFunctions.NUMERIC_ADD, BuiltinFunctions.NUMERIC_SUBTRACT, BuiltinFunctions.NUMERIC_MULTIPLY,
-                    BuiltinFunctions.NUMERIC_DIVIDE, BuiltinFunctions.NUMERIC_DIV, BuiltinFunctions.NUMERIC_MOD);
-
     public abstract Map<FunctionIdentifier, List<IAccessMethod>> getAccessMethods();
 
     protected static void registerAccessMethod(IAccessMethod accessMethod,
@@ -161,7 +143,7 @@
                 if (isJoinLeftBranch) {
                     fillVarFieldTypeForOptFuncExprs(subTree, amCtx, context);
                 }
-                fillAllIndexExprs(subTree, amCtx, context);
+                fillAllIndexExprs(subTree, amCtx, context, entry.getKey());
             }
         }
     }
@@ -219,7 +201,7 @@
     /**
      * Choose all indexes that match the given access method. These indexes will be used as index-search
      * to replace the given predicates in a SELECT operator. Also, if there are multiple same type of indexes
-     * on the same field, only of them will be chosen. Allowed cases (AccessMethod, IndexType) are:
+     * on the same field, only one of them will be chosen. Allowed cases (AccessMethod, IndexType) are:
      * [BTreeAccessMethod , IndexType.BTREE], [RTreeAccessMethod , IndexType.RTREE],
      * [InvertedIndexAccessMethod, IndexType.SINGLE_PARTITION_WORD_INVIX || SINGLE_PARTITION_NGRAM_INVIX ||
      * LENGTH_PARTITIONED_WORD_INVIX || LENGTH_PARTITIONED_NGRAM_INVIX]
@@ -240,13 +222,34 @@
                 IAccessMethod chosenAccessMethod = amEntry.getKey();
                 Index chosenIndex = indexEntry.getKey();
                 IndexType indexType = chosenIndex.getIndexType();
-                boolean isKeywordOrNgramIndexChosen = indexType == IndexType.LENGTH_PARTITIONED_WORD_INVIX
-                        || indexType == IndexType.LENGTH_PARTITIONED_NGRAM_INVIX
-                        || indexType == IndexType.SINGLE_PARTITION_WORD_INVIX
+                boolean isKeywordIndexChosen = indexType == IndexType.LENGTH_PARTITIONED_WORD_INVIX
+                        || indexType == IndexType.SINGLE_PARTITION_WORD_INVIX;
+                boolean isNgramIndexChosen = indexType == IndexType.LENGTH_PARTITIONED_NGRAM_INVIX
                         || indexType == IndexType.SINGLE_PARTITION_NGRAM_INVIX;
                 if ((chosenAccessMethod == BTreeAccessMethod.INSTANCE && indexType == IndexType.BTREE)
+                        || (chosenAccessMethod == ArrayBTreeAccessMethod.INSTANCE && indexType == IndexType.ARRAY)
                         || (chosenAccessMethod == RTreeAccessMethod.INSTANCE && indexType == IndexType.RTREE)
-                        || (chosenAccessMethod == InvertedIndexAccessMethod.INSTANCE && isKeywordOrNgramIndexChosen)) {
+                        // the inverted index will be utilized
+                        // For Ngram, the full-text config used in the index and in the query are always the default one,
+                        // so we don't check if the full-text config in the index and query match
+                        //
+                        // Note that the ngram index can be used in both
+                        // 1) full-text ftcontains() function
+                        // 2) non-full-text, regular string contains() function
+                        // 3) edit-distance functions that take keyword as an argument,
+                        //     e.g. edit_distance_check() when the threshold is larger than 1
+                        || (chosenAccessMethod == InvertedIndexAccessMethod.INSTANCE && isNgramIndexChosen)
+                        // the inverted index will be utilized
+                        // For keyword, different full-text configs may apply to different indexes on the same field,
+                        // so we need to check if the config used in the index matches the config in the ftcontains() query
+                        // If not, then we cannot use this index.
+                        //
+                        // Note that for now, the keyword/fulltext index can be utilized in
+                        // 1) the full-text ftcontains() function
+                        // 2) functions that take keyword as an argument, e.g. edit_distance_check() when the threshold is 1
+                        || (chosenAccessMethod == InvertedIndexAccessMethod.INSTANCE && isKeywordIndexChosen
+                                && isSameFullTextConfigInIndexAndQuery(analysisCtx, chosenIndex.getIndexDetails()))) {
+
                     if (resultVarsToIndexTypesMap.containsKey(indexEntry.getValue())) {
                         List<IndexType> appliedIndexTypes = resultVarsToIndexTypesMap.get(indexEntry.getValue());
                         if (!appliedIndexTypes.contains(indexType)) {
@@ -265,6 +268,32 @@
         return result;
     }
 
+    private boolean isSameFullTextConfigInIndexAndQuery(AccessMethodAnalysisContext analysisCtx,
+            Index.IIndexDetails indexDetails) {
+        String indexFullTextConfig = ((Index.TextIndexDetails) indexDetails).getFullTextConfigName();
+
+        IOptimizableFuncExpr expr = analysisCtx.getMatchedFuncExpr(0);
+        if (FullTextUtil.isFullTextContainsFunctionExpr(expr)) {
+            // ftcontains()
+            String expectedConfig = FullTextUtil.getFullTextConfigNameFromExpr(expr);
+            if (Strings.isNullOrEmpty(expectedConfig)) {
+                return Strings.isNullOrEmpty(indexFullTextConfig);
+            } else if (expectedConfig.equals(indexFullTextConfig)) {
+                return true;
+            }
+        } else {
+            // besides ftcontains(), there are other functions that utilize the full-text inverted-index,
+            // e.g. edit_distance_check(),
+            // for now, we don't accept users to specify the full-text config in those functions,
+            // that means, we assume the full-text config used in those function is always the default one with the name null,
+            // and if the index full-text config name is also null, the index can be utilized
+            if (Strings.isNullOrEmpty(indexFullTextConfig)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     /**
      * Removes irrelevant access methods candidates, based on whether the
      * expressions in the query match those in the index. For example, some
@@ -284,6 +313,39 @@
         while (indexExprAndVarIt.hasNext()) {
             Map.Entry<Index, List<Pair<Integer, Integer>>> indexExprAndVarEntry = indexExprAndVarIt.next();
             Index index = indexExprAndVarEntry.getKey();
+            IndexType indexType = index.getIndexType();
+            if (!accessMethod.matchIndexType(indexType)) {
+                indexExprAndVarIt.remove();
+                continue;
+            }
+            List<List<String>> keyFieldNames;
+            List<IAType> keyFieldTypes;
+            switch (Index.IndexCategory.of(indexType)) {
+                case ARRAY:
+                    Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+                    keyFieldNames = new ArrayList<>();
+                    keyFieldTypes = new ArrayList<>();
+                    for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+                        for (int i = 0; i < e.getProjectList().size(); i++) {
+                            List<String> project = e.getProjectList().get(i);
+                            keyFieldNames.add(ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), project));
+                            keyFieldTypes.add(e.getTypeList().get(i));
+                        }
+                    }
+                    break;
+                case VALUE:
+                    Index.ValueIndexDetails valueIndexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                    keyFieldNames = valueIndexDetails.getKeyFieldNames();
+                    keyFieldTypes = valueIndexDetails.getKeyFieldTypes();
+                    break;
+                case TEXT:
+                    Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                    keyFieldNames = textIndexDetails.getKeyFieldNames();
+                    keyFieldTypes = textIndexDetails.getKeyFieldTypes();
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE, String.valueOf(indexType));
+            }
 
             boolean allUsed = true;
             int lastFieldMatched = -1;
@@ -291,9 +353,9 @@
             // Used to keep track of matched expressions (added for prefix search)
             int numMatchedKeys = 0;
 
-            for (int i = 0; i < index.getKeyFieldNames().size(); i++) {
-                List<String> keyField = index.getKeyFieldNames().get(i);
-                final IAType keyType = index.getKeyFieldTypes().get(i);
+            for (int i = 0; i < keyFieldNames.size(); i++) {
+                List<String> keyField = keyFieldNames.get(i);
+                final IAType keyType = keyFieldTypes.get(i);
                 boolean foundKeyField = false;
                 Iterator<Pair<Integer, Integer>> exprsAndVarIter = indexExprAndVarEntry.getValue().iterator();
                 while (exprsAndVarIter.hasNext()) {
@@ -335,7 +397,10 @@
                                 }
 
                                 @Override
-                                public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+                                public Object getVarType(LogicalVariable var,
+                                        List<LogicalVariable> nonMissableVariables,
+                                        List<List<LogicalVariable>> correlatedMissableVariableLists,
+                                        List<LogicalVariable> nonNullableVariables,
                                         List<List<LogicalVariable>> correlatedNullableVariableLists)
                                         throws AlgebricksException {
                                     if (var.equals(optFuncExpr.getSourceVar(exprAndVarIdx.second))) {
@@ -424,6 +489,25 @@
                 if (lastFieldMatched < 0) {
                     indexExprAndVarIt.remove();
                     continue;
+
+                } else if (Index.IndexCategory.of(indexType).equals(Index.IndexCategory.ARRAY)) {
+                    // For array indexes, we cannot make the decision to apply the prefix until we see a conjunct
+                    // conditioning on an array. We should improve using array indexes for queries that don't involve
+                    // the array component in the future.
+                    Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+                    int indexOfFirstArrayField = 0;
+                    for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+                        if (!e.getUnnestList().isEmpty()) {
+                            break;
+                        }
+                        for (List<String> ignored : e.getProjectList()) {
+                            indexOfFirstArrayField++;
+                        }
+                    }
+                    if (lastFieldMatched < indexOfFirstArrayField) {
+                        indexExprAndVarIt.remove();
+                        continue;
+                    }
                 }
             }
             analysisCtx.putNumberOfMatchedKeys(index, numMatchedKeys);
@@ -583,23 +667,68 @@
      */
     protected boolean fillIndexExprs(List<Index> datasetIndexes, List<String> fieldName, IAType fieldType,
             IOptimizableFuncExpr optFuncExpr, int matchedFuncExprIndex, int varIdx,
-            OptimizableOperatorSubTree matchedSubTree, AccessMethodAnalysisContext analysisCtx, int fieldSource)
-            throws AlgebricksException {
+            OptimizableOperatorSubTree matchedSubTree, AccessMethodAnalysisContext analysisCtx, int fieldSource,
+            IAccessMethod accessMethod) throws AlgebricksException {
         List<Index> indexCandidates = new ArrayList<>();
         // Add an index to the candidates if one of the indexed fields is fieldName
         for (Index index : datasetIndexes) {
+            if (!accessMethod.matchIndexType(index.getIndexType())) {
+                continue;
+            }
+            List<List<String>> keyFieldNames;
+            List<IAType> keyFieldTypes;
+            List<Integer> keySources;
+            boolean isOverridingKeyFieldTypes;
+            boolean hasCastDefaultNull = false;
+            switch (Index.IndexCategory.of(index.getIndexType())) {
+                case ARRAY:
+                    Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+                    keyFieldNames = new ArrayList<>();
+                    keyFieldTypes = new ArrayList<>();
+                    keySources = new ArrayList<>();
+                    for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+                        for (int i = 0; i < e.getProjectList().size(); i++) {
+                            List<String> project = e.getProjectList().get(i);
+                            keyFieldNames.add(ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), project));
+                            keyFieldTypes.add(e.getTypeList().get(i).getType());
+                            keySources.add(e.getSourceIndicator());
+                        }
+                    }
+                    isOverridingKeyFieldTypes = arrayIndexDetails.isOverridingKeyFieldTypes();
+                    break;
+                case VALUE:
+                    Index.ValueIndexDetails valueIndexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                    keyFieldNames = valueIndexDetails.getKeyFieldNames();
+                    keyFieldTypes = valueIndexDetails.getKeyFieldTypes();
+                    keySources = valueIndexDetails.getKeyFieldSourceIndicators();
+                    isOverridingKeyFieldTypes = valueIndexDetails.isOverridingKeyFieldTypes();
+                    hasCastDefaultNull = valueIndexDetails.getCastDefaultNull().getOrElse(false);
+                    break;
+                case TEXT:
+                    Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                    keyFieldNames = textIndexDetails.getKeyFieldNames();
+                    keyFieldTypes = textIndexDetails.getKeyFieldTypes();
+                    keySources = textIndexDetails.getKeyFieldSourceIndicators();
+                    isOverridingKeyFieldTypes = textIndexDetails.isOverridingKeyFieldTypes();
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                            String.valueOf(index.getIndexType()));
+            }
             // Need to also verify the index is pending no op
-            int keyIdx = index.getKeyFieldNames().indexOf(fieldName);
-            List<Integer> keySources = index.getKeyFieldSourceIndicators();
+            int keyIdx = keyFieldNames.indexOf(fieldName);
             if (keyIdx >= 0 && keySourceMatches(keySources, keyIdx, fieldSource)
                     && index.getPendingOp() == MetadataUtil.PENDING_NO_OP) {
-                indexCandidates.add(index);
-                boolean isFieldTypeUnknown = fieldType == BuiltinType.AMISSING || fieldType == BuiltinType.ANY;
-                if (isFieldTypeUnknown && (!index.isOverridingKeyFieldTypes() || index.isEnforced())) {
-                    IAType indexedType = index.getKeyFieldTypes().get(keyIdx);
-                    optFuncExpr.setFieldType(varIdx, indexedType);
+                IAType indexedType = keyFieldTypes.get(keyIdx);
+                List<AbstractFunctionCallExpression> stepExprs = optFuncExpr.getStepsExprs(varIdx);
+                if (acceptSteps(index, accessMethod, stepExprs, indexedType, hasCastDefaultNull)) {
+                    indexCandidates.add(index);
+                    boolean isFieldTypeUnknown = fieldType == BuiltinType.AMISSING || fieldType == BuiltinType.ANY;
+                    if (isFieldTypeUnknown && (!isOverridingKeyFieldTypes || index.isEnforced())) {
+                        optFuncExpr.setFieldType(varIdx, indexedType);
+                    }
+                    analysisCtx.addIndexExpr(matchedSubTree.getDataset(), index, matchedFuncExprIndex, varIdx);
                 }
-                analysisCtx.addIndexExpr(matchedSubTree.getDataset(), index, matchedFuncExprIndex, varIdx);
             }
         }
         // No index candidates for fieldName.
@@ -609,13 +738,23 @@
         return true;
     }
 
+    private boolean acceptSteps(Index index, IAccessMethod accessMethod, List<AbstractFunctionCallExpression> stepExprs,
+            IAType indexedType, boolean indexHasCastDefaultNull) throws AlgebricksException {
+        for (int i = stepExprs.size() - 1; i >= 0; i--) {
+            if (!accessMethod.acceptsFunction(stepExprs.get(i), index, indexedType, indexHasCastDefaultNull, i == 0)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
     private static boolean keySourceMatches(List<Integer> keySources, int keyIdx, int fieldSource) {
         // TODO(ali): keySources from Index should not be null. should investigate if it can happen (ie on external ds)
         return keySources == null ? fieldSource == 0 : keySources.get(keyIdx) == fieldSource;
     }
 
     protected void fillAllIndexExprs(OptimizableOperatorSubTree subTree, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context) throws AlgebricksException {
+            IOptimizationContext context, IAccessMethod accessMethod) throws AlgebricksException {
         int optFuncExprIndex = 0;
         List<Index> datasetIndexes = new ArrayList<>();
         LogicalVariable datasetMetaVar = null;
@@ -635,10 +774,10 @@
                 AbstractLogicalOperator op = subTree.getAssignsAndUnnests().get(assignOrUnnestIndex);
                 if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
                     analyzeAssignOp((AssignOperator) op, optFuncExpr, subTree, assignOrUnnestIndex, datasetMetaVar,
-                            context, datasetIndexes, optFuncExprIndex, analysisCtx);
+                            context, datasetIndexes, optFuncExprIndex, analysisCtx, accessMethod);
                 } else {
                     analyzeUnnestOp((UnnestOperator) op, optFuncExpr, subTree, assignOrUnnestIndex, datasetMetaVar,
-                            context, datasetIndexes, optFuncExprIndex, analysisCtx);
+                            context, datasetIndexes, optFuncExprIndex, analysisCtx, accessMethod);
                 }
             }
 
@@ -647,7 +786,7 @@
             List<LogicalVariable> dsVarList = subTree.getDataSourceVariables();
 
             matchVarsFromOptFuncExprToDataSourceScan(optFuncExpr, optFuncExprIndex, datasetIndexes, dsVarList, subTree,
-                    analysisCtx, context, false);
+                    analysisCtx, context, false, accessMethod);
 
             // If there is one more datasource in the subtree, we need to scan that datasource, too.
             List<LogicalVariable> additionalDsVarList = null;
@@ -659,7 +798,7 @@
                 }
 
                 matchVarsFromOptFuncExprToDataSourceScan(optFuncExpr, optFuncExprIndex, datasetIndexes,
-                        additionalDsVarList, subTree, analysisCtx, context, true);
+                        additionalDsVarList, subTree, analysisCtx, context, true, accessMethod);
 
             }
 
@@ -670,7 +809,7 @@
     private void analyzeUnnestOp(UnnestOperator unnestOp, IOptimizableFuncExpr optFuncExpr,
             OptimizableOperatorSubTree subTree, int assignOrUnnestIndex, LogicalVariable datasetMetaVar,
             IOptimizationContext context, List<Index> datasetIndexes, int optFuncExprIndex,
-            AccessMethodAnalysisContext analysisCtx) throws AlgebricksException {
+            AccessMethodAnalysisContext analysisCtx, IAccessMethod accessMethod) throws AlgebricksException {
         LogicalVariable var = unnestOp.getVariable();
         int funcVarIndex = optFuncExpr.findLogicalVar(var);
         // No matching var in optFuncExpr.
@@ -684,13 +823,18 @@
         List<String> fieldName = null;
         MutableInt fieldSource = new MutableInt(0);
         if (subTree.getDataSourceType() == DataSourceType.COLLECTION_SCAN) {
-            VariableReferenceExpression varRef = new VariableReferenceExpression(var);
-            varRef.setSourceLocation(unnestOp.getSourceLocation());
-            optFuncExpr.setLogicalExpr(funcVarIndex, varRef);
+            ILogicalExpression expr = optFuncExpr.getArgument(funcVarIndex).getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                optFuncExpr.addStepExpr(funcVarIndex, ((AbstractFunctionCallExpression) expr));
+            }
+            optFuncExpr.setLogicalExpr(funcVarIndex, expr);
         } else {
-            fieldName = getFieldNameFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, 0, subTree.getRecordType(),
-                    funcVarIndex, optFuncExpr.getFuncExpr().getArguments().get(funcVarIndex).getValue(),
-                    subTree.getMetaRecordType(), datasetMetaVar, fieldSource);
+            if (subTree.getDataSourceType() == DataSourceType.DATASOURCE_SCAN) {
+                subTree.setLastMatchedDataSourceVars(0, funcVarIndex);
+            }
+            fieldName = AccessMethodUtils.getFieldNameSetStepsFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, 0,
+                    subTree.getRecordType(), funcVarIndex, optFuncExpr.getArgument(funcVarIndex).getValue(),
+                    subTree.getMetaRecordType(), datasetMetaVar, fieldSource, false);
             if (fieldName.isEmpty()) {
                 return;
             }
@@ -705,33 +849,47 @@
         setTypeTag(context, subTree, optFuncExpr, funcVarIndex);
         if (subTree.hasDataSource()) {
             fillIndexExprs(datasetIndexes, fieldName, fieldType, optFuncExpr, optFuncExprIndex, funcVarIndex, subTree,
-                    analysisCtx, fieldSource.intValue());
+                    analysisCtx, fieldSource.intValue(), accessMethod);
         }
     }
 
     private void analyzeAssignOp(AssignOperator assignOp, IOptimizableFuncExpr optFuncExpr,
             OptimizableOperatorSubTree subTree, int assignOrUnnestIndex, LogicalVariable datasetMetaVar,
             IOptimizationContext context, List<Index> datasetIndexes, int optFuncExprIndex,
-            AccessMethodAnalysisContext analysisCtx) throws AlgebricksException {
+            AccessMethodAnalysisContext analysisCtx, IAccessMethod accessMethod) throws AlgebricksException {
+        boolean doesArrayIndexQualify = context.getPhysicalOptimizationConfig().isArrayIndexEnabled()
+                && datasetIndexes.stream().anyMatch(i -> i.getIndexType() == IndexType.ARRAY);
         List<LogicalVariable> varList = assignOp.getVariables();
         MutableInt fieldSource = new MutableInt(0);
         for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
             LogicalVariable var = varList.get(varIndex);
             int optVarIndex = optFuncExpr.findLogicalVar(var);
-            // No matching var in optFuncExpr.
             if (optVarIndex == -1) {
+                if (doesArrayIndexQualify && subTree.getDataSourceType() == DataSourceType.DATASOURCE_SCAN) {
+                    // We may be able to apply an array index to this variable.
+                    Triple<Integer, List<String>, IAType> fieldTriplet = AccessMethodUtils
+                            .analyzeVarForArrayIndexes(datasetIndexes, optFuncExpr, subTree, context, var, analysisCtx);
+                    if (fieldTriplet != null && subTree.hasDataSource()) {
+                        fillIndexExprs(datasetIndexes, fieldTriplet.second, fieldTriplet.third, optFuncExpr,
+                                optFuncExprIndex, fieldTriplet.first, subTree, analysisCtx, fieldSource.intValue(),
+                                accessMethod);
+                    }
+                }
                 continue;
             }
             // At this point we have matched the optimizable func
             // expr at optFuncExprIndex to an assigned variable.
             // Remember matching subtree.
             optFuncExpr.setOptimizableSubTree(optVarIndex, subTree);
+            if (subTree.getDataSourceType() == DataSourceType.DATASOURCE_SCAN) {
+                subTree.setLastMatchedDataSourceVars(varIndex, optVarIndex);
+            }
 
             fieldSource.setValue(0);
-            List<String> fieldName = getFieldNameFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, varIndex,
-                    subTree.getRecordType(), optVarIndex,
-                    optFuncExpr.getFuncExpr().getArguments().get(optVarIndex).getValue(), subTree.getMetaRecordType(),
-                    datasetMetaVar, fieldSource);
+            List<String> fieldName = AccessMethodUtils.getFieldNameSetStepsFromSubTree(optFuncExpr, subTree,
+                    assignOrUnnestIndex, varIndex, subTree.getRecordType(), optVarIndex,
+                    optFuncExpr.getArgument(optVarIndex).getValue(), subTree.getMetaRecordType(), datasetMetaVar,
+                    fieldSource, false);
 
             IAType fieldType = (IAType) context.getOutputTypeEnvironment(assignOp).getVarType(var);
             // Set the fieldName in the corresponding matched
@@ -742,15 +900,15 @@
             setTypeTag(context, subTree, optFuncExpr, optVarIndex);
             if (subTree.hasDataSource()) {
                 fillIndexExprs(datasetIndexes, fieldName, fieldType, optFuncExpr, optFuncExprIndex, optVarIndex,
-                        subTree, analysisCtx, fieldSource.intValue());
+                        subTree, analysisCtx, fieldSource.intValue(), accessMethod);
             }
         }
     }
 
     private void matchVarsFromOptFuncExprToDataSourceScan(IOptimizableFuncExpr optFuncExpr, int optFuncExprIndex,
             List<Index> datasetIndexes, List<LogicalVariable> dsVarList, OptimizableOperatorSubTree subTree,
-            AccessMethodAnalysisContext analysisCtx, IOptimizationContext context, boolean fromAdditionalDataSource)
-            throws AlgebricksException {
+            AccessMethodAnalysisContext analysisCtx, IOptimizationContext context, boolean fromAdditionalDataSource,
+            IAccessMethod accessMethod) throws AlgebricksException {
         MutableInt mutableFieldSource = new MutableInt(0);
         for (int varIndex = 0; varIndex < dsVarList.size(); varIndex++) {
             LogicalVariable var = dsVarList.get(varIndex);
@@ -807,13 +965,15 @@
             optFuncExpr.setFieldName(funcVarIndex, fieldName, fieldSource);
             optFuncExpr.setOptimizableSubTree(funcVarIndex, subTree);
             optFuncExpr.setSourceVar(funcVarIndex, var);
-            VariableReferenceExpression varRef = new VariableReferenceExpression(var);
-            varRef.setSourceLocation(subTree.getDataSourceRef().getValue().getSourceLocation());
-            optFuncExpr.setLogicalExpr(funcVarIndex, varRef);
+            ILogicalExpression expr = optFuncExpr.getArgument(funcVarIndex).getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                optFuncExpr.addStepExpr(funcVarIndex, ((AbstractFunctionCallExpression) expr));
+            }
+            optFuncExpr.setLogicalExpr(funcVarIndex, expr);
             setTypeTag(context, subTree, optFuncExpr, funcVarIndex);
             if (subTree.hasDataSourceScan()) {
                 fillIndexExprs(datasetIndexes, fieldName, fieldType, optFuncExpr, optFuncExprIndex, funcVarIndex,
-                        subTree, analysisCtx, fieldSource);
+                        subTree, analysisCtx, fieldSource, accessMethod);
             }
         }
     }
@@ -827,220 +987,6 @@
     }
 
     /**
-     * Returns the field name corresponding to the assigned variable at
-     * varIndex. Returns Collections.emptyList() if the expr at varIndex does not yield to a field
-     * access function after following a set of allowed functions.
-     *
-     * @throws AlgebricksException
-     */
-    protected List<String> getFieldNameFromSubTree(IOptimizableFuncExpr optFuncExpr, OptimizableOperatorSubTree subTree,
-            int opIndex, int assignVarIndex, ARecordType recordType, int funcVarIndex,
-            ILogicalExpression parentFuncExpr, ARecordType metaType, LogicalVariable metaVar, MutableInt fieldSource)
-            throws AlgebricksException {
-        // Get expression corresponding to opVar at varIndex.
-        AbstractLogicalExpression expr = null;
-        AbstractFunctionCallExpression childFuncExpr = null;
-        AbstractLogicalOperator op = subTree.getAssignsAndUnnests().get(opIndex);
-        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
-            AssignOperator assignOp = (AssignOperator) op;
-            expr = (AbstractLogicalExpression) assignOp.getExpressions().get(assignVarIndex).getValue();
-            // Can't get a field name from a constant expression. So, return null.
-            if (expr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
-                return Collections.emptyList();
-            }
-            childFuncExpr = (AbstractFunctionCallExpression) expr;
-        } else {
-            UnnestOperator unnestOp = (UnnestOperator) op;
-            expr = (AbstractLogicalExpression) unnestOp.getExpressionRef().getValue();
-            if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
-                return Collections.emptyList();
-            }
-            childFuncExpr = (AbstractFunctionCallExpression) expr;
-            if (childFuncExpr.getFunctionIdentifier() != BuiltinFunctions.SCAN_COLLECTION) {
-                return Collections.emptyList();
-            }
-            expr = (AbstractLogicalExpression) childFuncExpr.getArguments().get(0).getValue();
-        }
-        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
-            return Collections.emptyList();
-        }
-        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-        FunctionIdentifier funcIdent = funcExpr.getFunctionIdentifier();
-
-        boolean isByName = false;
-        boolean isFieldAccess = false;
-        String fieldName = null;
-        List<String> nestedAccessFieldName = null;
-        int fieldIndex = -1;
-        if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_NAME) {
-            fieldName = ConstantExpressionUtil.getStringArgument(funcExpr, 1);
-            if (fieldName == null) {
-                return Collections.emptyList();
-            }
-            isFieldAccess = true;
-            isByName = true;
-        } else if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_INDEX) {
-            Integer idx = ConstantExpressionUtil.getIntArgument(funcExpr, 1);
-            if (idx == null) {
-                return Collections.emptyList();
-            }
-            fieldIndex = idx;
-            isFieldAccess = true;
-        } else if (funcIdent == BuiltinFunctions.FIELD_ACCESS_NESTED) {
-            ILogicalExpression nameArg = funcExpr.getArguments().get(1).getValue();
-            if (nameArg.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
-                return Collections.emptyList();
-            }
-            ConstantExpression constExpr = (ConstantExpression) nameArg;
-            AOrderedList orderedNestedFieldName =
-                    (AOrderedList) ((AsterixConstantValue) constExpr.getValue()).getObject();
-            nestedAccessFieldName = new ArrayList<>();
-            for (int i = 0; i < orderedNestedFieldName.size(); i++) {
-                nestedAccessFieldName.add(((AString) orderedNestedFieldName.getItem(i)).getStringValue());
-            }
-            isFieldAccess = true;
-            isByName = true;
-        }
-        if (isFieldAccess) {
-            LogicalVariable sourceVar =
-                    ((VariableReferenceExpression) funcExpr.getArguments().get(0).getValue()).getVariableReference();
-            if (sourceVar.equals(metaVar)) {
-                fieldSource.setValue(1);
-            } else {
-                fieldSource.setValue(0);
-            }
-            if (optFuncExpr != null) {
-                optFuncExpr.setLogicalExpr(funcVarIndex, parentFuncExpr);
-            }
-            int[] assignAndExpressionIndexes = null;
-
-            //go forward through nested assigns until you find the relevant one
-            for (int i = opIndex + 1; i < subTree.getAssignsAndUnnests().size(); i++) {
-                AbstractLogicalOperator subOp = subTree.getAssignsAndUnnests().get(i);
-                List<LogicalVariable> varList;
-
-                if (subOp.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
-                    //Nested was an assign
-                    varList = ((AssignOperator) subOp).getVariables();
-                } else if (subOp.getOperatorTag() == LogicalOperatorTag.UNNEST) {
-                    //Nested is not an assign
-                    varList = ((UnnestOperator) subOp).getVariables();
-                } else {
-                    break;
-                }
-
-                //Go through variables in assign to check for match
-                for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
-                    LogicalVariable var = varList.get(varIndex);
-                    ArrayList<LogicalVariable> parentVars = new ArrayList<>();
-                    expr.getUsedVariables(parentVars);
-
-                    if (parentVars.contains(var)) {
-                        //Found the variable we are looking for.
-                        //return assign and index of expression
-                        int[] returnValues = { i, varIndex };
-                        assignAndExpressionIndexes = returnValues;
-                    }
-                }
-            }
-            if (assignAndExpressionIndexes != null && assignAndExpressionIndexes[0] > -1) {
-                //We found the nested assign
-
-                //Recursive call on nested assign
-                List<String> parentFieldNames = getFieldNameFromSubTree(optFuncExpr, subTree,
-                        assignAndExpressionIndexes[0], assignAndExpressionIndexes[1], recordType, funcVarIndex,
-                        parentFuncExpr, metaType, metaVar, fieldSource);
-
-                if (parentFieldNames.isEmpty()) {
-                    //Nested assign was not a field access.
-                    //We will not use index
-                    return Collections.emptyList();
-                }
-
-                if (!isByName) {
-                    IAType subFieldType = sourceVar.equals(metaVar) ? metaType.getSubFieldType(parentFieldNames)
-                            : recordType.getSubFieldType(parentFieldNames);
-                    // Sub-field type can be AUnionType in case if it's optional. Thus, needs to get the actual type.
-                    subFieldType = TypeComputeUtils.getActualType(subFieldType);
-                    if (subFieldType.getTypeTag() != ATypeTag.OBJECT) {
-                        throw CompilationException.create(ErrorCode.TYPE_CONVERT, subFieldType,
-                                ARecordType.class.getName());
-                    }
-                    fieldName = ((ARecordType) subFieldType).getFieldNames()[fieldIndex];
-                }
-                if (optFuncExpr != null) {
-                    optFuncExpr.setSourceVar(funcVarIndex, ((AssignOperator) op).getVariables().get(assignVarIndex));
-                }
-                //add fieldName to the nested fieldName, return
-                if (nestedAccessFieldName != null) {
-                    for (int i = 0; i < nestedAccessFieldName.size(); i++) {
-                        parentFieldNames.add(nestedAccessFieldName.get(i));
-                    }
-                } else {
-                    parentFieldNames.add(fieldName);
-                }
-                return (parentFieldNames);
-            }
-
-            if (optFuncExpr != null) {
-                optFuncExpr.setSourceVar(funcVarIndex, ((AssignOperator) op).getVariables().get(assignVarIndex));
-            }
-            //no nested assign, we are at the lowest level.
-            if (isByName) {
-                if (nestedAccessFieldName != null) {
-                    return nestedAccessFieldName;
-                }
-                return new ArrayList<>(Arrays.asList(fieldName));
-            }
-            return new ArrayList<>(Arrays.asList(sourceVar.equals(metaVar) ? metaType.getFieldNames()[fieldIndex]
-                    : recordType.getFieldNames()[fieldIndex]));
-
-        }
-
-        if (!funcIDSetThatRetainFieldName.contains(funcIdent)) {
-            return Collections.emptyList();
-        }
-        // We use a part of the field in edit distance computation
-        if (optFuncExpr != null
-                && optFuncExpr.getFuncExpr().getFunctionIdentifier() == BuiltinFunctions.EDIT_DISTANCE_CHECK) {
-            optFuncExpr.setPartialField(true);
-        }
-        // We expect the function's argument to be a variable, otherwise we
-        // cannot apply an index.
-        ILogicalExpression argExpr = funcExpr.getArguments().get(0).getValue();
-        if (argExpr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
-            return Collections.emptyList();
-        }
-        LogicalVariable curVar = ((VariableReferenceExpression) argExpr).getVariableReference();
-        // We look for the assign or unnest operator that produces curVar below
-        // the current operator
-        for (int assignOrUnnestIndex = opIndex + 1; assignOrUnnestIndex < subTree.getAssignsAndUnnests()
-                .size(); assignOrUnnestIndex++) {
-            AbstractLogicalOperator curOp = subTree.getAssignsAndUnnests().get(assignOrUnnestIndex);
-            if (curOp.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
-                AssignOperator assignOp = (AssignOperator) curOp;
-                List<LogicalVariable> varList = assignOp.getVariables();
-                for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
-                    LogicalVariable var = varList.get(varIndex);
-                    if (var.equals(curVar) && optFuncExpr != null) {
-                        optFuncExpr.setSourceVar(funcVarIndex, var);
-                        return getFieldNameFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, varIndex, recordType,
-                                funcVarIndex, childFuncExpr, metaType, metaVar, fieldSource);
-                    }
-                }
-            } else {
-                UnnestOperator unnestOp = (UnnestOperator) curOp;
-                LogicalVariable var = unnestOp.getVariable();
-                if (var.equals(curVar)) {
-                    getFieldNameFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, 0, recordType, funcVarIndex,
-                            childFuncExpr, metaType, metaVar, fieldSource);
-                }
-            }
-        }
-        return Collections.emptyList();
-    }
-
-    /**
      * Finds the field name of each variable in the ASSIGN or UNNEST operators of the sub-tree.
      */
     protected void fillFieldNamesInTheSubTree(OptimizableOperatorSubTree subTree) throws AlgebricksException {
@@ -1064,9 +1010,9 @@
                     // funcVarIndex is not required. Thus, we set it to -1.
                     // optFuncExpr and parentFuncExpr are not required, too. Thus, we set them to null.
                     fieldSource.setValue(0);
-                    List<String> fieldName = getFieldNameFromSubTree(null, subTree, assignOrUnnestIndex, varIndex,
-                            subTree.getRecordType(), -1, null, subTree.getMetaRecordType(), datasetMetaVar,
-                            fieldSource);
+                    List<String> fieldName = AccessMethodUtils.getFieldNameSetStepsFromSubTree(null, subTree,
+                            assignOrUnnestIndex, varIndex, subTree.getRecordType(), -1, null,
+                            subTree.getMetaRecordType(), datasetMetaVar, fieldSource, false);
                     if (fieldName != null && !fieldName.isEmpty()) {
                         subTree.getVarsToFieldNameMap().put(var, fieldName);
                     }
@@ -1079,8 +1025,9 @@
                     // funcVarIndex is not required. Thus, we set it to -1.
                     // optFuncExpr and parentFuncExpr are not required, too. Thus, we set them to null.
                     fieldSource.setValue(0);
-                    fieldName = getFieldNameFromSubTree(null, subTree, assignOrUnnestIndex, 0, subTree.getRecordType(),
-                            -1, null, subTree.getMetaRecordType(), datasetMetaVar, fieldSource);
+                    fieldName = AccessMethodUtils.getFieldNameSetStepsFromSubTree(null, subTree, assignOrUnnestIndex, 0,
+                            subTree.getRecordType(), -1, null, subTree.getMetaRecordType(), datasetMetaVar, fieldSource,
+                            false);
                     if (fieldName != null && !fieldName.isEmpty()) {
                         subTree.getVarsToFieldNameMap().put(var, fieldName);
                     }
@@ -1106,9 +1053,9 @@
                     // funcVarIndex is not required. Thus, we set it to -1.
                     // optFuncExpr and parentFuncExpr are not required, too. Thus, we set them to null.
                     fieldSource.setValue(0);
-                    List<String> fieldName = getFieldNameFromSubTree(null, subTree, assignOrUnnestIndex, varIndex,
-                            subTree.getRecordType(), -1, null, subTree.getMetaRecordType(), datasetMetaVar,
-                            fieldSource);
+                    List<String> fieldName = AccessMethodUtils.getFieldNameSetStepsFromSubTree(null, subTree,
+                            assignOrUnnestIndex, varIndex, subTree.getRecordType(), -1, null,
+                            subTree.getMetaRecordType(), datasetMetaVar, fieldSource, false);
                     if (fieldName != null && !fieldName.isEmpty()) {
                         subTree.getVarsToFieldNameMap().put(var, fieldName);
                     }
@@ -1124,10 +1071,10 @@
                 subTree.getPrimaryKeyVars(null, primaryKeyVarList);
 
                 Index primaryIndex = getPrimaryIndexFromDataSourceScanOp(subTree.getDataSourceRef().getValue());
-
+                List<List<String>> keyFieldNames =
+                        ((Index.ValueIndexDetails) primaryIndex.getIndexDetails()).getKeyFieldNames();
                 for (int i = 0; i < primaryKeyVarList.size(); i++) {
-                    subTree.getVarsToFieldNameMap().put(primaryKeyVarList.get(i),
-                            primaryIndex.getKeyFieldNames().get(i));
+                    subTree.getVarsToFieldNameMap().put(primaryKeyVarList.get(i), keyFieldNames.get(i));
                 }
             }
 
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodAnalysisContext.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodAnalysisContext.java
index 924c679..3d4986d 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodAnalysisContext.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodAnalysisContext.java
@@ -26,6 +26,7 @@
 
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.optimizer.rules.am.array.ArrayIndexStructureMatcher;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.common.utils.Quadruple;
@@ -36,6 +37,7 @@
  * Context for analyzing the applicability of a single access method.
  */
 public class AccessMethodAnalysisContext {
+    private final ArrayIndexStructureMatcher arrayIndexStructureMatcher = new ArrayIndexStructureMatcher();
 
     private List<IOptimizableFuncExpr> matchedFuncExprs = new ArrayList<IOptimizableFuncExpr>();
 
@@ -55,7 +57,7 @@
     // See AccessMethodUtils#removeUnjoinedDuplicatesInLOJ() for a definition of a special GroupBy
     // and extra output processing steps needed when it's not available.
     private Mutable<ILogicalOperator> lojSpecialGroupByOpRef = null;
-    private ScalarFunctionCallExpression lojIsMissingFuncInSpecialGroupBy = null;
+    private ScalarFunctionCallExpression lojIsMissingNullFuncInSpecialGroupBy = null;
 
     // For a secondary index, if we use only PK and secondary key field in a plan, it is an index-only plan.
     // Contains information about index-only plan
@@ -144,12 +146,12 @@
         return lojSpecialGroupByOpRef;
     }
 
-    public void setLOJIsMissingFuncInSpecialGroupBy(ScalarFunctionCallExpression isMissingFunc) {
-        lojIsMissingFuncInSpecialGroupBy = isMissingFunc;
+    public void setLOJIsMissingNullFuncInSpecialGroupBy(ScalarFunctionCallExpression isMissingNullFunc) {
+        lojIsMissingNullFuncInSpecialGroupBy = isMissingNullFunc;
     }
 
-    public ScalarFunctionCallExpression getLOJIsMissingFuncInSpecialGroupBy() {
-        return lojIsMissingFuncInSpecialGroupBy;
+    public ScalarFunctionCallExpression getLOJIsMissingNullFuncInSpecialGroupBy() {
+        return lojIsMissingNullFuncInSpecialGroupBy;
     }
 
     public Dataset getDatasetFromIndexDatasetMap(Index idx) {
@@ -176,4 +178,7 @@
         this.indexDatasetMap = indexDatasetMap;
     }
 
+    public ArrayIndexStructureMatcher getArrayIndexStructureMatcher() {
+        return arrayIndexStructureMatcher;
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodUtils.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodUtils.java
index e003ea5..3b39d9d 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodUtils.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/AccessMethodUtils.java
@@ -19,7 +19,12 @@
 
 package org.apache.asterix.optimizer.rules.am;
 
+import static org.apache.asterix.om.functions.BuiltinFunctions.FIELD_ACCESS_BY_INDEX;
+import static org.apache.asterix.om.functions.BuiltinFunctions.FIELD_ACCESS_BY_NAME;
+import static org.apache.asterix.om.functions.BuiltinFunctions.FIELD_ACCESS_NESTED;
+
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collection;
 import java.util.Collections;
 import java.util.HashSet;
@@ -41,9 +46,12 @@
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.ExternalDatasetDetails;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
+import org.apache.asterix.metadata.utils.IndexUtil;
 import org.apache.asterix.metadata.utils.KeyFieldTypeUtil;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.base.AInt32;
+import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.IACursor;
 import org.apache.asterix.om.base.IAObject;
@@ -58,7 +66,9 @@
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy.TypeCastingMathFunctionType;
 import org.apache.asterix.om.utils.ConstantExpressionUtil;
+import org.apache.asterix.optimizer.rules.util.EquivalenceClassUtils;
 import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableInt;
 import org.apache.commons.lang3.mutable.MutableObject;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
@@ -72,7 +82,9 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
@@ -88,6 +100,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
@@ -95,14 +108,19 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SplitOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.WindowOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
 import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
 
+import com.google.common.collect.ImmutableSet;
+
 /**
  * Static helper functions for rewriting plans using indexes.
  */
@@ -115,6 +133,20 @@
         CONDITIONAL_SPLIT_VAR
     }
 
+    public final static ImmutableSet<FunctionIdentifier> CAST_NULL_TYPE_CONSTRUCTORS = ImmutableSet.of(
+            BuiltinFunctions.BOOLEAN_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.INT8_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.INT16_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.INT32_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.INT64_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.FLOAT_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.DOUBLE_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.STRING_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT,
+            BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT,
+            BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT,
+            BuiltinFunctions.DURATION_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.DAY_TIME_DURATION_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.YEAR_MONTH_DURATION_DEFAULT_NULL_CONSTRUCTOR,
+            BuiltinFunctions.UUID_DEFAULT_NULL_CONSTRUCTOR, BuiltinFunctions.BINARY_BASE64_DEFAULT_NULL_CONSTRUCTOR);
+
     public static void appendPrimaryIndexTypes(Dataset dataset, IAType itemType, IAType metaItemType,
             List<Object> target) throws AlgebricksException {
         ARecordType recordType = (ARecordType) itemType;
@@ -158,10 +190,12 @@
 
     public static boolean analyzeFuncExprArgsForOneConstAndVarAndUpdateAnalysisCtx(
             AbstractFunctionCallExpression funcExpr, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context, IVariableTypeEnvironment typeEnvironment) throws AlgebricksException {
+            IOptimizationContext context, IVariableTypeEnvironment typeEnvironment, boolean allowFunctionExprArg)
+            throws AlgebricksException {
         ILogicalExpression constExpression = null;
         IAType constantExpressionType = null;
         LogicalVariable fieldVar = null;
+        int varIndex;
         ILogicalExpression arg1 = funcExpr.getArguments().get(0).getValue();
         ILogicalExpression arg2 = funcExpr.getArguments().get(1).getValue();
         // One of the args must be a runtime constant, and the other arg must be a variable.
@@ -185,6 +219,7 @@
             constExpression = arg1;
             VariableReferenceExpression varExpr = (VariableReferenceExpression) arg2;
             fieldVar = varExpr.getVariableReference();
+            varIndex = 1;
         } else if (arg1.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
             IAType expressionType = constantRuntimeResultType(arg2, context, typeEnvironment);
             if (expressionType == null) {
@@ -204,27 +239,96 @@
 
             VariableReferenceExpression varExpr = (VariableReferenceExpression) arg1;
             fieldVar = varExpr.getVariableReference();
+            varIndex = 0;
         } else {
-            return false;
+            if (!allowFunctionExprArg) {
+                return false;
+            }
+            // extract the variable argument.
+            if (acceptExpressionArg(arg1, context, typeEnvironment)) {
+                // arg1 = expr, arg2 should be a constant
+                Pair<LogicalVariable, IAType> varConstType =
+                        getVarAndConstExprType(arg1, arg2, context, typeEnvironment);
+                if (varConstType == null) {
+                    return false;
+                }
+                fieldVar = varConstType.first;
+                constantExpressionType = varConstType.second;
+                constExpression = arg2;
+                varIndex = 0;
+            } else if (acceptExpressionArg(arg2, context, typeEnvironment)) {
+                // arg2 = expr, arg1 should be a constant
+                Pair<LogicalVariable, IAType> varConstType =
+                        getVarAndConstExprType(arg2, arg1, context, typeEnvironment);
+                if (varConstType == null) {
+                    return false;
+                }
+                fieldVar = varConstType.first;
+                constantExpressionType = varConstType.second;
+                constExpression = arg1;
+                varIndex = 1;
+            } else {
+                return false;
+            }
         }
 
         // Updates the given Analysis Context by adding a new optimizable function expression.
         constructNewOptFuncExprAndAddToAnalysisCtx(funcExpr, fieldVar, constExpression, constantExpressionType,
-                analysisCtx);
+                analysisCtx, varIndex);
         return true;
     }
 
+    private static boolean acceptExpressionArg(ILogicalExpression expr, IOptimizationContext context,
+            IVariableTypeEnvironment typeEnvironment) throws AlgebricksException {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression funExpr = (AbstractFunctionCallExpression) expr;
+        List<Mutable<ILogicalExpression>> funArgs = funExpr.getArguments();
+        if (funArgs.size() <= 0) {
+            return false;
+        }
+        // first arg must be a variable and the rest are constants
+        if (funArgs.get(0).getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            return false;
+        }
+        for (int i = 1; i < funArgs.size(); i++) {
+            IAType constExprType = constantRuntimeResultType(funArgs.get(i).getValue(), context, typeEnvironment);
+            if (constExprType == null) {
+                // not constant at runtime
+                return false;
+            }
+        }
+        return true;
+    }
+
+    private static Pair<LogicalVariable, IAType> getVarAndConstExprType(ILogicalExpression exprWithVar,
+            ILogicalExpression constExpr, IOptimizationContext context, IVariableTypeEnvironment typeEnvironment)
+            throws AlgebricksException {
+        IAType constExprType = constantRuntimeResultType(constExpr, context, typeEnvironment);
+        if (constExprType == null) {
+            // not constant at runtime
+            return null;
+        }
+        AbstractFunctionCallExpression funExpr = (AbstractFunctionCallExpression) exprWithVar;
+        LogicalVariable varFromExpr =
+                ((VariableReferenceExpression) funExpr.getArguments().get(0).getValue()).getVariableReference();
+        return new Pair<>(varFromExpr, constExprType);
+    }
+
     private static void constructNewOptFuncExprAndAddToAnalysisCtx(AbstractFunctionCallExpression funcExpr,
             LogicalVariable fieldVar, ILogicalExpression expression, IAType expressionType,
-            AccessMethodAnalysisContext analysisCtx) {
-        OptimizableFuncExpr newOptFuncExpr = new OptimizableFuncExpr(funcExpr, fieldVar, expression, expressionType);
+            AccessMethodAnalysisContext analysisCtx, int varIndex) {
+        OptimizableFuncExpr newOptFuncExpr =
+                new OptimizableFuncExpr(funcExpr, fieldVar, expression, expressionType, varIndex);
         addNewOptFuncExprToAnalysisCtx(funcExpr, newOptFuncExpr, analysisCtx);
     }
 
     private static void constructNewOptFuncExprAndAddToAnalysisCtx(AbstractFunctionCallExpression funcExpr,
-            LogicalVariable[] fieldVars, ILogicalExpression[] expressions, IAType[] expressionTypes,
-            AccessMethodAnalysisContext analysisCtx) {
-        OptimizableFuncExpr newOptFuncExpr = new OptimizableFuncExpr(funcExpr, fieldVars, expressions, expressionTypes);
+            LogicalVariable[] fieldVars, int[] fieldVarsIdxes, ILogicalExpression[] expressions,
+            IAType[] expressionTypes, AccessMethodAnalysisContext analysisCtx) {
+        OptimizableFuncExpr newOptFuncExpr =
+                new OptimizableFuncExpr(funcExpr, fieldVars, fieldVarsIdxes, expressions, expressionTypes);
         addNewOptFuncExprToAnalysisCtx(funcExpr, newOptFuncExpr, analysisCtx);
 
     }
@@ -311,7 +415,7 @@
 
         // Updates the given Analysis Context by adding a new optimizable function expression.
         constructNewOptFuncExprAndAddToAnalysisCtx(funcExpr, new LogicalVariable[] { fieldVar1, fieldVar2 },
-                new ILogicalExpression[0], new IAType[0], analysisCtx);
+                new int[] { 0, 1 }, new ILogicalExpression[0], new IAType[0], analysisCtx);
         return true;
     }
 
@@ -324,6 +428,9 @@
         boolean primaryKeysOnly = isInvertedIndex(index);
         if (!primaryKeysOnly) {
             switch (index.getIndexType()) {
+                case ARRAY:
+                    dest.addAll(KeyFieldTypeUtil.getArrayBTreeIndexKeyTypes(index, recordType, metaRecordType));
+                    break;
                 case BTREE:
                     dest.addAll(KeyFieldTypeUtil.getBTreeIndexKeyTypes(index, recordType, metaRecordType));
                     break;
@@ -461,6 +568,25 @@
         return primaryKeyVars;
     }
 
+    public static class SearchKeyRoundingFunctionProvider {
+        public TypeCastingMathFunctionType getRoundingFunction(ComparisonKind cKind, Index chosenIndex,
+                IAType indexedFieldType, IAObject constantValue, boolean realTypeConvertedToIntegerType)
+                throws CompilationException {
+            switch (cKind) {
+                case LT:
+                case GE:
+                    // round-up
+                    return TypeCastingMathFunctionType.CEIL;
+                case LE:
+                case GT:
+                    // round-down
+                    return TypeCastingMathFunctionType.FLOOR;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, cKind.toString());
+            }
+        }
+    }
+
     /**
      * Returns the search key expression which feeds a secondary-index search. If we are optimizing a selection query
      * then this method returns the a ConstantExpression from the first constant value in the optimizable function
@@ -471,8 +597,8 @@
      * @throws AlgebricksException
      */
     public static Triple<ILogicalExpression, ILogicalExpression, Boolean> createSearchKeyExpr(Index index,
-            IOptimizableFuncExpr optFuncExpr, IAType indexedFieldType, OptimizableOperatorSubTree probeSubTree)
-            throws AlgebricksException {
+            IOptimizableFuncExpr optFuncExpr, IAType indexedFieldType, OptimizableOperatorSubTree probeSubTree,
+            SearchKeyRoundingFunctionProvider roundingFunctionProvider) throws AlgebricksException {
         SourceLocation sourceLoc = optFuncExpr.getFuncExpr().getSourceLocation();
         if (probeSubTree == null) {
             // We are optimizing a selection query. Search key is a constant.
@@ -548,18 +674,15 @@
 
                     switch (cKind) {
                         case LT:
-                        case GE:
-                            // round-up
-                            replacedConstantValue = getReplacedConstantValue(constantValue.getObject(),
-                                    constantValueTag, indexedFieldTypeTag, index.isEnforced(),
-                                    TypeCastingMathFunctionType.CEIL, sourceLoc);
-                            break;
                         case LE:
                         case GT:
-                            // round-down
-                            replacedConstantValue = getReplacedConstantValue(constantValue.getObject(),
-                                    constantValueTag, indexedFieldTypeTag, index.isEnforced(),
-                                    TypeCastingMathFunctionType.FLOOR, sourceLoc);
+                        case GE:
+                            TypeCastingMathFunctionType roundingFunction =
+                                    roundingFunctionProvider.getRoundingFunction(cKind, index, indexedFieldType,
+                                            constantValue.getObject(), realTypeConvertedToIntegerType);
+                            replacedConstantValue =
+                                    getReplacedConstantValue(constantValue.getObject(), constantValueTag,
+                                            indexedFieldTypeTag, index.isEnforced(), roundingFunction, sourceLoc);
                             break;
                         case EQ:
                             // equality case - both CEIL and FLOOR need to be applied.
@@ -722,26 +845,28 @@
             Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree indexSubTree,
             OptimizableOperatorSubTree probeSubTree, AccessMethodAnalysisContext analysisCtx,
             IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
-            ILogicalOperator indexSearchOp, LogicalVariable newNullPlaceHolderVar,
-            Mutable<ILogicalExpression> conditionRef, Dataset dataset) throws AlgebricksException {
+            IAlgebricksConstantValue leftOuterMissingValue, ILogicalOperator indexSearchOp,
+            LogicalVariable newMissingNullPlaceHolderVar, Mutable<ILogicalExpression> conditionRef, Dataset dataset,
+            Index chosenIndex) throws AlgebricksException {
         boolean isIndexOnlyPlan = analysisCtx.getIndexOnlyPlanInfo().getFirst();
         List<LogicalVariable> probePKVars = null;
         ILogicalOperator finalIndexSearchOp = indexSearchOp;
         if (isLeftOuterJoin) {
             if (isLeftOuterJoinWithSpecialGroupBy) {
-                ScalarFunctionCallExpression lojFuncExprs = analysisCtx.getLOJIsMissingFuncInSpecialGroupBy();
-                List<LogicalVariable> lojMissingVariables = new ArrayList<>();
-                lojFuncExprs.getUsedVariables(lojMissingVariables);
-                boolean lojMissingVarExist = !lojMissingVariables.isEmpty();
+                ScalarFunctionCallExpression lojFuncExprs = analysisCtx.getLOJIsMissingNullFuncInSpecialGroupBy();
+                List<LogicalVariable> lojMissingNullVariables = new ArrayList<>();
+                lojFuncExprs.getUsedVariables(lojMissingNullVariables);
+                boolean lojMissingNullVarExist = !lojMissingNullVariables.isEmpty();
 
                 // Resets the missing place holder variable.
-                AccessMethodUtils.resetLOJMissingPlaceholderVarInGroupByOp(analysisCtx, newNullPlaceHolderVar, context);
+                AccessMethodUtils.resetLOJMissingNullPlaceholderVarInGroupByOp(analysisCtx,
+                        newMissingNullPlaceHolderVar, context);
 
-                // For the index-only plan, if newNullPlaceHolderVar is not in the variable map of the union operator
+                // For the index-only plan, if newMissingNullPlaceHolderVar is not in the variable map of the union operator
                 // or if the variable is removed during the above method, we need to refresh the variable mapping in UNION.
                 if (isIndexOnlyPlan) {
                     finalIndexSearchOp = AccessMethodUtils.resetVariableMappingInUnionOpInIndexOnlyPlan(
-                            lojMissingVarExist, lojMissingVariables, indexSearchOp, afterJoinRefs, context);
+                            lojMissingNullVarExist, lojMissingNullVariables, indexSearchOp, afterJoinRefs, context);
                 }
             } else {
                 // We'll need to remove unjoined duplicates after the left outer join if there is no special GroupBy,
@@ -753,6 +878,25 @@
                     probePKVars = new ArrayList<>();
                     probeSubTree.getPrimaryKeyVars(null, probePKVars);
                 }
+                if (chosenIndex.getIndexType() == IndexType.ARRAY) {
+                    ILogicalOperator probeRoot = probeSubTree.getRoot();
+                    Triple<Set<LogicalVariable>, ILogicalOperator, FunctionalDependency> primaryKeyOpAndVars =
+                            EquivalenceClassUtils.findOrCreatePrimaryKeyOpAndVariables(probeRoot, false, context);
+                    probePKVars = new ArrayList<>(primaryKeyOpAndVars.first);
+                    if (primaryKeyOpAndVars.third != null) {
+                        context.addPrimaryKey(primaryKeyOpAndVars.third);
+                    }
+                    if (primaryKeyOpAndVars.second != null) {
+                        // Update all previous usages of the probe subtree root to include this new ID op.
+                        Mutable<ILogicalOperator> assignIdOpRef = new MutableObject<>(primaryKeyOpAndVars.second);
+                        assignIdOpRef.getValue().getInputs().clear();
+                        assignIdOpRef.getValue().getInputs().add(new MutableObject<>(probeRoot));
+                        probeSubTree.setRoot(assignIdOpRef.getValue());
+                        probeSubTree.setRootRef(assignIdOpRef);
+                        context.computeAndSetTypeEnvironmentForOperator(assignIdOpRef.getValue());
+                        finalIndexSearchOp = assignIdOpRef.getValue();
+                    }
+                }
                 if (probePKVars == null || probePKVars.isEmpty()) {
                     return false;
                 }
@@ -795,7 +939,9 @@
             } else {
                 // Non-index only plan case
                 indexSubTree.getDataSourceRef().setValue(finalIndexSearchOp);
-                SelectOperator topSelectOp = new SelectOperator(conditionRef, isLeftOuterJoin, newNullPlaceHolderVar);
+                SelectOperator topSelectOp = isLeftOuterJoin
+                        ? new SelectOperator(conditionRef, leftOuterMissingValue, newMissingNullPlaceHolderVar)
+                        : new SelectOperator(conditionRef);
                 topSelectOp.setSourceLocation(sourceLoc);
                 topSelectOp.getInputs().add(indexSubTree.getRootRef());
                 topSelectOp.setExecutionMode(ExecutionMode.LOCAL);
@@ -811,7 +957,8 @@
         }
 
         if (isLeftOuterJoin && !isLeftOuterJoinWithSpecialGroupBy) {
-            finalOp = removeUnjoinedDuplicatesInLOJ(finalOp, probePKVars, newNullPlaceHolderVar, context, sourceLoc);
+            finalOp = removeUnjoinedDuplicatesInLOJ(finalOp, probePKVars, newMissingNullPlaceHolderVar,
+                    leftOuterMissingValue, context, sourceLoc);
         }
 
         joinRef.setValue(finalOp);
@@ -823,12 +970,12 @@
      * (see {@link IntroduceJoinAccessMethodRule#checkAndApplyJoinTransformation(Mutable, IOptimizationContext)}.
      * A "Special GroupBy" is a GroupBy that eliminates unjoined duplicates that might be produced by the secondary
      * index probe. We probe secondary indexes on each index partition and return a tuple with a right branch variable
-     * set to MISSING if there's no match on that partition. Therefore if there's more than one partition where
-     * nothing joined then the index probe plan will produce several such MISSING tuples, however the join result
-     * must have a single MISSING tuple for each unjoined left branch tuple. If the special GroupBy is available then
-     * it'll eliminate those MISSING duplicates, otherwise this method is called to produce additional operators to
-     * achieve that. The special GroupBy operators are introduced by the optimizer when rewriting FROM-LET or
-     * equivalent patterns into a left outer join with parent a group by.
+     * set to MISSING (or NULL) if there's no match on that partition. Therefore if there's more than one partition
+     * where nothing joined then the index probe plan will produce several such MISSING (or NULL) tuples, however the
+     * join result must have a single MISSING (or NULL) tuple for each unjoined left branch tuple. If the special
+     * GroupBy is available then it'll eliminate those MISSING (or NULL) duplicates, otherwise this method is
+     * called to produce additional operators to achieve that. The special GroupBy operators are introduced by
+     * the optimizer when rewriting FROM-LET or equivalent patterns into a left outer join with parent a group by.
      * <p>
      * The plan generated by this method to eliminate unjoined duplicates is as follows:
      * <ul>
@@ -846,8 +993,9 @@
      * the Select operator eliminates those unjoined duplicate tuples.
      */
     private static SelectOperator removeUnjoinedDuplicatesInLOJ(ILogicalOperator inputOp,
-            List<LogicalVariable> probePKVars, LogicalVariable newNullPlaceHolderVar, IOptimizationContext context,
-            SourceLocation sourceLoc) throws AlgebricksException {
+            List<LogicalVariable> probePKVars, LogicalVariable newNullPlaceHolderVar,
+            IAlgebricksConstantValue lojMissingValue, IOptimizationContext context, SourceLocation sourceLoc)
+            throws AlgebricksException {
         if (probePKVars == null || probePKVars.isEmpty()) {
             throw new IllegalArgumentException();
         }
@@ -860,16 +1008,17 @@
 
         VariableReferenceExpression winOrderByVarRef = new VariableReferenceExpression(newNullPlaceHolderVar);
         winOrderByVarRef.setSourceLocation(sourceLoc);
-        /* Sort in DESC order, so all MISSING values are at the end */
+        /* Sort in DESC order, so all MISSING (or NULL) values are at the end */
         Pair<OrderOperator.IOrder, Mutable<ILogicalExpression>> winOrderByPair =
                 new Pair<>(OrderOperator.DESC_ORDER, new MutableObject<>(winOrderByVarRef));
 
         LogicalVariable winVar = context.newVar();
         VariableReferenceExpression winOrderByVarRef2 = new VariableReferenceExpression(newNullPlaceHolderVar);
         winOrderByVarRef2.setSourceLocation(sourceLoc);
-        AbstractFunctionCallExpression winExpr =
-                BuiltinFunctions.makeWindowFunctionExpression(BuiltinFunctions.WIN_MARK_FIRST_MISSING_IMPL,
-                        Collections.singletonList(new MutableObject<>(winOrderByVarRef2)));
+        FunctionIdentifier winMarkFirstUnknownValueFn = lojMissingValue.isNull()
+                ? BuiltinFunctions.WIN_MARK_FIRST_NULL_IMPL : BuiltinFunctions.WIN_MARK_FIRST_MISSING_IMPL;
+        AbstractFunctionCallExpression winExpr = BuiltinFunctions.makeWindowFunctionExpression(
+                winMarkFirstUnknownValueFn, Collections.singletonList(new MutableObject<>(winOrderByVarRef2)));
 
         WindowOperator winOp = new WindowOperator(winPartitionByList, Collections.singletonList(winOrderByPair));
         winOp.getVariables().add(winVar);
@@ -881,7 +1030,7 @@
 
         VariableReferenceExpression winVarRef = new VariableReferenceExpression(winVar);
         winVarRef.setSourceLocation(sourceLoc);
-        SelectOperator selectOp = new SelectOperator(new MutableObject<>(winVarRef), false, null);
+        SelectOperator selectOp = new SelectOperator(new MutableObject<>(winVarRef));
         selectOp.getInputs().add(new MutableObject<>(winOp));
         selectOp.setExecutionMode(ExecutionMode.LOCAL);
         selectOp.setSourceLocation(sourceLoc);
@@ -893,7 +1042,8 @@
     public static ILogicalOperator createSecondaryIndexUnnestMap(Dataset dataset, ARecordType recordType,
             ARecordType metaRecordType, Index index, ILogicalOperator inputOp, AccessMethodJobGenParams jobGenParams,
             IOptimizationContext context, boolean retainInput, boolean retainNull,
-            boolean generateInstantTrylockResultFromIndexSearch) throws AlgebricksException {
+            boolean generateInstantTrylockResultFromIndexSearch, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
         SourceLocation sourceLoc = inputOp.getSourceLocation();
         // The job gen parameters are transferred to the actual job gen via the UnnestMapOperator's function arguments.
         ArrayList<Mutable<ILogicalExpression>> secondaryIndexFuncArgs = new ArrayList<>();
@@ -923,7 +1073,7 @@
             if (retainInput) {
                 LeftOuterUnnestMapOperator secondaryIndexLeftOuterUnnestOp = new LeftOuterUnnestMapOperator(
                         secondaryIndexUnnestVars, new MutableObject<ILogicalExpression>(secondaryIndexSearchFunc),
-                        secondaryIndexOutputTypes, true);
+                        secondaryIndexOutputTypes, leftOuterMissingValue);
                 secondaryIndexLeftOuterUnnestOp.setSourceLocation(sourceLoc);
                 secondaryIndexLeftOuterUnnestOp
                         .setGenerateCallBackProceedResultVar(generateInstantTrylockResultFromIndexSearch);
@@ -952,10 +1102,41 @@
 
     private static AbstractUnnestMapOperator createFinalNonIndexOnlySearchPlan(Dataset dataset,
             ILogicalOperator inputOp, IOptimizationContext context, boolean sortPrimaryKeys, boolean retainInput,
-            boolean retainMissing, boolean requiresBroadcast, List<LogicalVariable> primaryKeyVars,
-            List<LogicalVariable> primaryIndexUnnestVars, List<Object> primaryIndexOutputTypes)
-            throws AlgebricksException {
+            boolean retainMissing, boolean requiresBroadcast, boolean requiresDistinct,
+            List<LogicalVariable> primaryKeyVars, List<LogicalVariable> primaryIndexUnnestVars,
+            List<LogicalVariable> auxDistinctVars, List<Object> primaryIndexOutputTypes,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         SourceLocation sourceLoc = inputOp.getSourceLocation();
+
+        // Sanity check: requiresDistinct and sortPrimaryKeys are mutually exclusive.
+        if (requiresDistinct && sortPrimaryKeys) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                    "Non-index search plan " + "cannot include a DISTINCT and an ORDER.");
+        }
+
+        // If we have an array index, then we must only give unique keys to our primary-index scan.
+        DistinctOperator distinct = null;
+        if (requiresDistinct) {
+            List<Mutable<ILogicalExpression>> distinctExprs = new ArrayList<>();
+            for (LogicalVariable pkVar : primaryKeyVars) {
+                VariableReferenceExpression pkVarRef = new VariableReferenceExpression(pkVar);
+                pkVarRef.setSourceLocation(sourceLoc);
+                Mutable<ILogicalExpression> vRef = new MutableObject<>(pkVarRef);
+                distinctExprs.add(vRef);
+            }
+            for (LogicalVariable auxVar : auxDistinctVars) {
+                VariableReferenceExpression auxVarRef = new VariableReferenceExpression(auxVar);
+                auxVarRef.setSourceLocation(sourceLoc);
+                Mutable<ILogicalExpression> vRef = new MutableObject<>(auxVarRef);
+                distinctExprs.add(vRef);
+            }
+            distinct = new DistinctOperator(distinctExprs);
+            distinct.setSourceLocation(sourceLoc);
+            distinct.getInputs().add(new MutableObject<>(inputOp));
+            distinct.setExecutionMode(ExecutionMode.LOCAL);
+            context.computeAndSetTypeEnvironmentForOperator(distinct);
+        }
+
         // Optionally add a sort on the primary-index keys before searching the primary index.
         OrderOperator order = null;
         if (sortPrimaryKeys) {
@@ -976,9 +1157,11 @@
         // Creates the primary-index search unnest-map operator.
         AbstractUnnestMapOperator primaryIndexUnnestMapOp =
                 createPrimaryIndexUnnestMapOp(dataset, retainInput, retainMissing, requiresBroadcast, primaryKeyVars,
-                        primaryIndexUnnestVars, primaryIndexOutputTypes, sourceLoc);
-        if (sortPrimaryKeys) {
-            primaryIndexUnnestMapOp.getInputs().add(new MutableObject<ILogicalOperator>(order));
+                        primaryIndexUnnestVars, primaryIndexOutputTypes, sourceLoc, leftOuterMissingValue);
+        if (requiresDistinct) {
+            primaryIndexUnnestMapOp.getInputs().add(new MutableObject<>(distinct));
+        } else if (sortPrimaryKeys) {
+            primaryIndexUnnestMapOp.getInputs().add(new MutableObject<>(order));
         } else {
             primaryIndexUnnestMapOp.getInputs().add(new MutableObject<>(inputOp));
         }
@@ -993,8 +1176,9 @@
             ARecordType metaRecordType, ILogicalOperator inputOp, IOptimizationContext context, boolean retainInput,
             boolean retainMissing, boolean requiresBroadcast, Index secondaryIndex,
             AccessMethodAnalysisContext analysisCtx, OptimizableOperatorSubTree subTree,
-            LogicalVariable newMissingPlaceHolderForLOJ, List<LogicalVariable> pkVarsFromSIdxUnnestMapOp,
-            List<LogicalVariable> primaryIndexUnnestVars, List<Object> primaryIndexOutputTypes)
+            LogicalVariable newMissingPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue,
+            List<LogicalVariable> pkVarsFromSIdxUnnestMapOp, List<LogicalVariable> primaryIndexUnnestVars,
+            List<Object> primaryIndexOutputTypes, boolean anyRealTypeConvertedToIntegerType)
             throws AlgebricksException {
         SourceLocation sourceLoc = inputOp.getSourceLocation();
         Quadruple<Boolean, Boolean, Boolean, Boolean> indexOnlyPlanInfo = analysisCtx.getIndexOnlyPlanInfo();
@@ -1020,7 +1204,8 @@
         // key search (SK, PK) and those in the original plan (datasource scan).
         LinkedHashMap<LogicalVariable, LogicalVariable> origVarToSIdxUnnestMapOpVarMap = new LinkedHashMap<>();
 
-        List<List<String>> chosenIndexFieldNames = secondaryIndex.getKeyFieldNames();
+        Index.ValueIndexDetails secondaryIndexDetails = (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
+        List<List<String>> chosenIndexFieldNames = secondaryIndexDetails.getKeyFieldNames();
         IndexType idxType = secondaryIndex.getIndexType();
 
         // variables used in SELECT or JOIN operator
@@ -1056,8 +1241,8 @@
         if (idxType == IndexType.RTREE && (skFieldUsedAfterTopOp || requireVerificationAfterSIdxSearch)) {
             IOptimizableFuncExpr optFuncExpr = AccessMethodUtils.chooseFirstOptFuncExpr(secondaryIndex, analysisCtx);
             int optFieldIdx = AccessMethodUtils.chooseFirstOptFuncVar(secondaryIndex, analysisCtx);
-            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(optFuncExpr.getFieldType(optFieldIdx),
-                    optFuncExpr.getFieldName(optFieldIdx), recordType);
+            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(secondaryIndex,
+                    optFuncExpr.getFieldType(optFieldIdx), optFuncExpr.getFieldName(optFieldIdx), recordType);
             if (keyPairType == null) {
                 return null;
             }
@@ -1370,7 +1555,7 @@
         // The job gen parameters are transferred to the actual job gen via the UnnestMapOperator's function arguments.
         AbstractUnnestMapOperator primaryIndexUnnestMapOp = createPrimaryIndexUnnestMapOp(dataset, retainInput,
                 retainMissing, requiresBroadcast, pkVarsInLeftPathFromSIdxSearchBeforeSplit,
-                pkVarsFromPIdxSearchInLeftPath, primaryIndexOutputTypes, sourceLoc);
+                pkVarsFromPIdxSearchInLeftPath, primaryIndexOutputTypes, sourceLoc, leftOuterMissingValue);
         primaryIndexUnnestMapOp.setSourceLocation(sourceLoc);
         primaryIndexUnnestMapOp.getInputs().add(new MutableObject<ILogicalOperator>(origVarsToLeftPathVarsAssignOp));
         context.computeAndSetTypeEnvironmentForOperator(primaryIndexUnnestMapOp);
@@ -1387,8 +1572,9 @@
         ILogicalExpression conditionRefExpr = conditionRef.getValue().cloneExpression();
         // The retainMissing variable contains the information whether we are optimizing a left-outer join or not.
         LogicalVariable newMissingPlaceHolderVar = retainMissing ? newMissingPlaceHolderForLOJ : null;
-        newSelectOpInLeftPath = new SelectOperator(new MutableObject<ILogicalExpression>(conditionRefExpr),
-                retainMissing, newMissingPlaceHolderVar);
+        newSelectOpInLeftPath =
+                retainMissing ? new SelectOperator(new MutableObject<>(conditionRefExpr), leftOuterMissingValue,
+                        newMissingPlaceHolderVar) : new SelectOperator(new MutableObject<>(conditionRefExpr));
         newSelectOpInLeftPath.setSourceLocation(conditionRefExpr.getSourceLocation());
         VariableUtilities.substituteVariables(newSelectOpInLeftPath, origVarToNewVarInLeftPathMap, context);
 
@@ -1442,13 +1628,17 @@
         // other than joining fields, then those conditions need to be applied to filter out
         // false positive results in the right path.
         // (e.g., where $a.authors /*+ indexnl */ = $b.authors and $a.id = $b.id   <- authors:SK, id:PK)
-        if ((idxType == IndexType.RTREE || uniqueUsedVarsInTopOp.size() > 1) && requireVerificationAfterSIdxSearch) {
+        if (((idxType == IndexType.RTREE || uniqueUsedVarsInTopOp.size() > 1) && requireVerificationAfterSIdxSearch)
+                || anyRealTypeConvertedToIntegerType) {
             // Creates a new SELECT operator by deep-copying the SELECT operator in the left path
             // since we need to change the variable reference in the SELECT operator.
             // For the index-nested-loop join case, we copy the condition of the join operator.
             ILogicalExpression conditionRefExpr2 = conditionRef.getValue().cloneExpression();
-            newSelectOpInRightPath = new SelectOperator(new MutableObject<ILogicalExpression>(conditionRefExpr2),
-                    retainMissing, newMissingPlaceHolderVar);
+            newSelectOpInRightPath =
+                    retainMissing
+                            ? new SelectOperator(new MutableObject<>(conditionRefExpr2), leftOuterMissingValue,
+                                    newMissingPlaceHolderVar)
+                            : new SelectOperator(new MutableObject<>(conditionRefExpr2));
             newSelectOpInRightPath.setSourceLocation(conditionRefExpr2.getSourceLocation());
             newSelectOpInRightPath.getInputs().add(new MutableObject<ILogicalOperator>(currentTopOpInRightPath));
             VariableUtilities.substituteVariables(newSelectOpInRightPath, origVarToSIdxUnnestMapOpVarMap, context);
@@ -1498,7 +1688,7 @@
     private static AbstractUnnestMapOperator createPrimaryIndexUnnestMapOp(Dataset dataset, boolean retainInput,
             boolean retainMissing, boolean requiresBroadcast, List<LogicalVariable> primaryKeyVars,
             List<LogicalVariable> primaryIndexUnnestVars, List<Object> primaryIndexOutputTypes,
-            SourceLocation sourceLoc) throws AlgebricksException {
+            SourceLocation sourceLoc, IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         // The job gen parameters are transferred to the actual job gen via the UnnestMapOperator's function arguments.
         List<Mutable<ILogicalExpression>> primaryIndexFuncArgs = new ArrayList<>();
         BTreeJobGenParams jobGenParams = new BTreeJobGenParams(dataset.getDatasetName(), IndexType.BTREE,
@@ -1518,12 +1708,11 @@
         // This is the operator that jobgen will be looking for. It contains an unnest function that has
         // all necessary arguments to determine which index to use, which variables contain the index-search keys,
         // what is the original dataset, etc.
-        AbstractUnnestMapOperator primaryIndexUnnestMapOp = null;
+        AbstractUnnestMapOperator primaryIndexUnnestMapOp;
         if (retainMissing) {
             if (retainInput) {
                 primaryIndexUnnestMapOp = new LeftOuterUnnestMapOperator(primaryIndexUnnestVars,
-                        new MutableObject<ILogicalExpression>(primaryIndexSearchFunc), primaryIndexOutputTypes,
-                        retainInput);
+                        new MutableObject<>(primaryIndexSearchFunc), primaryIndexOutputTypes, leftOuterMissingValue);
                 primaryIndexUnnestMapOp.setSourceLocation(sourceLoc);
             } else {
                 // Left-outer-join without retainNull and retainInput doesn't make sense.
@@ -1532,8 +1721,7 @@
             }
         } else {
             primaryIndexUnnestMapOp = new UnnestMapOperator(primaryIndexUnnestVars,
-                    new MutableObject<ILogicalExpression>(primaryIndexSearchFunc), primaryIndexOutputTypes,
-                    retainInput);
+                    new MutableObject<>(primaryIndexSearchFunc), primaryIndexOutputTypes, retainInput);
             primaryIndexUnnestMapOp.setSourceLocation(sourceLoc);
         }
         return primaryIndexUnnestMapOp;
@@ -1549,7 +1737,7 @@
      * (i.e., we can guarantee the correctness of the result.)
      *
      * Case A) non-index-only plan
-     * sidx-search -> (optional) sort -> pdix-search
+     * sidx-search -> (optional) sort -> (optional) distinct -> pdix-search
      *
      * Case B) index-only plan
      * left path (an instantTryLock() on the PK fail path):
@@ -1563,8 +1751,9 @@
             Dataset dataset, ARecordType recordType, ARecordType metaRecordType, ILogicalOperator inputOp,
             IOptimizationContext context, boolean sortPrimaryKeys, boolean retainInput, boolean retainMissing,
             boolean requiresBroadcast, Index secondaryIndex, AccessMethodAnalysisContext analysisCtx,
-            OptimizableOperatorSubTree subTree, LogicalVariable newMissingPlaceHolderForLOJ)
-            throws AlgebricksException {
+            OptimizableOperatorSubTree indexSubTree, OptimizableOperatorSubTree probeSubTree,
+            LogicalVariable newMissingPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue,
+            boolean anyRealTypeConvertedToIntegerType) throws AlgebricksException {
         // Common part for the non-index-only plan and index-only plan
         // Variables and types for the primary-index search.
         List<LogicalVariable> primaryIndexUnnestVars = new ArrayList<>();
@@ -1577,21 +1766,51 @@
         List<LogicalVariable> pkVarsFromSIdxUnnestMapOp = AccessMethodUtils.getKeyVarsFromSecondaryUnnestMap(dataset,
                 recordType, metaRecordType, inputOp, secondaryIndex, SecondaryUnnestMapOutputVarType.PRIMARY_KEY);
 
-        // Index-only plan or not?
+        // Index-only plan or not? Array-index involved or not?
         boolean isIndexOnlyPlan = analysisCtx.getIndexOnlyPlanInfo().getFirst();
+        boolean isArrayIndex = secondaryIndex.getIndexType() == IndexType.ARRAY;
 
-        // Non-index-only plan case: creates ORDER -> UNNEST-MAP(Primary-index search) and return that unnest-map op.
+        // Non-index-only plan case: creates (ORDER)? -> (DISTINCT)? -> UNNEST-MAP(PIDX) and return that unnest-map op.
         if (!isIndexOnlyPlan) {
-            return createFinalNonIndexOnlySearchPlan(dataset, inputOp, context, sortPrimaryKeys, retainInput,
-                    retainMissing, requiresBroadcast, pkVarsFromSIdxUnnestMapOp, primaryIndexUnnestVars,
-                    primaryIndexOutputTypes);
-        } else {
+            // If we have a join + an array index, we need add the join source PK(s) to the DISTINCT + ORDER.
+            List<LogicalVariable> joinPKVars;
+            if (isArrayIndex && probeSubTree != null) {
+                ILogicalOperator probeRoot = probeSubTree.getRoot();
+                Triple<Set<LogicalVariable>, ILogicalOperator, FunctionalDependency> primaryKeyOpAndVars =
+                        EquivalenceClassUtils.findOrCreatePrimaryKeyOpAndVariables(probeRoot, false, context);
+                joinPKVars = new ArrayList<>(primaryKeyOpAndVars.first);
+                if (primaryKeyOpAndVars.third != null) {
+                    context.addPrimaryKey(primaryKeyOpAndVars.third);
+                }
+                if (primaryKeyOpAndVars.second != null) {
+                    // Update all previous usages of the probe subtree root to include this new ID op.
+                    Mutable<ILogicalOperator> assignIdOpRef = new MutableObject<>(primaryKeyOpAndVars.second);
+                    OperatorManipulationUtil.substituteOpInInput(topOpRef.getValue(), probeRoot, assignIdOpRef);
+                    OperatorManipulationUtil.substituteOpInInput(inputOp, probeRoot, assignIdOpRef);
+                    probeSubTree.setRoot(primaryKeyOpAndVars.second);
+                    probeSubTree.setRootRef(assignIdOpRef);
+                    context.computeAndSetTypeEnvironmentForOperator(primaryKeyOpAndVars.second);
+                    context.computeAndSetTypeEnvironmentForOperator(topOpRef.getValue());
+                }
+
+            } else {
+                joinPKVars = Collections.emptyList();
+            }
+
+            return createFinalNonIndexOnlySearchPlan(dataset, inputOp, context, !isArrayIndex && sortPrimaryKeys,
+                    retainInput, retainMissing, requiresBroadcast, isArrayIndex, pkVarsFromSIdxUnnestMapOp,
+                    primaryIndexUnnestVars, joinPKVars, primaryIndexOutputTypes, leftOuterMissingValue);
+        } else if (!isArrayIndex) {
             // Index-only plan case: creates a UNIONALL operator that has two paths after the secondary unnest-map op,
             // and returns it.
             return createFinalIndexOnlySearchPlan(afterTopOpRefs, topOpRef, conditionRef, assignsBeforeTopOpRef,
                     dataset, recordType, metaRecordType, inputOp, context, retainInput, retainMissing,
-                    requiresBroadcast, secondaryIndex, analysisCtx, subTree, newMissingPlaceHolderForLOJ,
-                    pkVarsFromSIdxUnnestMapOp, primaryIndexUnnestVars, primaryIndexOutputTypes);
+                    requiresBroadcast, secondaryIndex, analysisCtx, indexSubTree, newMissingPlaceHolderForLOJ,
+                    leftOuterMissingValue, pkVarsFromSIdxUnnestMapOp, primaryIndexUnnestVars, primaryIndexOutputTypes,
+                    anyRealTypeConvertedToIntegerType);
+        } else {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, inputOp.getSourceLocation(),
+                    "Cannot use index-only plan with array indexes.");
         }
     }
 
@@ -1623,23 +1842,23 @@
         return createRectangleExpr;
     }
 
-    private static ScalarFunctionCallExpression getNestedIsMissingCall(AbstractFunctionCallExpression call,
-            OptimizableOperatorSubTree rightSubTree) throws AlgebricksException {
-        ScalarFunctionCallExpression isMissingFuncExpr;
+    private static ScalarFunctionCallExpression getNestedIsMissingNullCall(AbstractFunctionCallExpression call,
+            OptimizableOperatorSubTree rightSubTree, FunctionIdentifier funId) throws AlgebricksException {
+        ScalarFunctionCallExpression isMissingNullFuncExpr;
         if (call.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
             if (call.getArguments().get(0).getValue().getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
                 if (((AbstractFunctionCallExpression) call.getArguments().get(0).getValue()).getFunctionIdentifier()
-                        .equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
-                    isMissingFuncExpr = (ScalarFunctionCallExpression) call.getArguments().get(0).getValue();
-                    if (isMissingFuncExpr.getArguments().get(0).getValue()
+                        .equals(funId)) {
+                    isMissingNullFuncExpr = (ScalarFunctionCallExpression) call.getArguments().get(0).getValue();
+                    if (isMissingNullFuncExpr.getArguments().get(0).getValue()
                             .getExpressionTag() == LogicalExpressionTag.VARIABLE) {
                         LogicalVariable var =
-                                ((VariableReferenceExpression) isMissingFuncExpr.getArguments().get(0).getValue())
+                                ((VariableReferenceExpression) isMissingNullFuncExpr.getArguments().get(0).getValue())
                                         .getVariableReference();
                         List<LogicalVariable> liveSubplanVars = new ArrayList<>();
                         VariableUtilities.getSubplanLocalLiveVariables(rightSubTree.getRoot(), liveSubplanVars);
                         if (liveSubplanVars.contains(var)) {
-                            return isMissingFuncExpr;
+                            return isMissingNullFuncExpr;
                         }
                     }
                 }
@@ -1648,9 +1867,9 @@
         return null;
     }
 
-    public static ScalarFunctionCallExpression findIsMissingInSubplan(AbstractLogicalOperator inputOp,
-            OptimizableOperatorSubTree rightSubTree) throws AlgebricksException {
-        ScalarFunctionCallExpression isMissingFuncExpr = null;
+    public static ScalarFunctionCallExpression findIsMissingNullInSubplan(AbstractLogicalOperator inputOp,
+            OptimizableOperatorSubTree rightSubTree, FunctionIdentifier funId) throws AlgebricksException {
+        ScalarFunctionCallExpression isMissingNullFuncExpr = null;
         AbstractLogicalOperator currentOp = inputOp;
         while (currentOp != null) {
             if (currentOp.getOperatorTag() == LogicalOperatorTag.SELECT) {
@@ -1661,27 +1880,27 @@
                     if (call.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.AND)) {
                         for (Mutable<ILogicalExpression> mexpr : call.getArguments()) {
                             if (mexpr.getValue().getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
-                                isMissingFuncExpr = getNestedIsMissingCall(
-                                        (AbstractFunctionCallExpression) mexpr.getValue(), rightSubTree);
-                                if (isMissingFuncExpr != null) {
-                                    return isMissingFuncExpr;
+                                isMissingNullFuncExpr = getNestedIsMissingNullCall(
+                                        (AbstractFunctionCallExpression) mexpr.getValue(), rightSubTree, funId);
+                                if (isMissingNullFuncExpr != null) {
+                                    return isMissingNullFuncExpr;
                                 }
                             }
                         }
                     }
-                    isMissingFuncExpr = getNestedIsMissingCall(call, rightSubTree);
-                    if (isMissingFuncExpr != null) {
-                        return isMissingFuncExpr;
+                    isMissingNullFuncExpr = getNestedIsMissingNullCall(call, rightSubTree, funId);
+                    if (isMissingNullFuncExpr != null) {
+                        return isMissingNullFuncExpr;
                     }
                 }
             } else if (currentOp.hasNestedPlans()) {
                 AbstractOperatorWithNestedPlans nestedPlanOp = (AbstractOperatorWithNestedPlans) currentOp;
                 for (ILogicalPlan nestedPlan : nestedPlanOp.getNestedPlans()) {
                     for (Mutable<ILogicalOperator> root : nestedPlan.getRoots()) {
-                        isMissingFuncExpr =
-                                findIsMissingInSubplan((AbstractLogicalOperator) root.getValue(), rightSubTree);
-                        if (isMissingFuncExpr != null) {
-                            return isMissingFuncExpr;
+                        isMissingNullFuncExpr = findIsMissingNullInSubplan((AbstractLogicalOperator) root.getValue(),
+                                rightSubTree, funId);
+                        if (isMissingNullFuncExpr != null) {
+                            return isMissingNullFuncExpr;
                         }
                     }
                 }
@@ -1689,27 +1908,29 @@
             currentOp = currentOp.getInputs().isEmpty() ? null
                     : (AbstractLogicalOperator) currentOp.getInputs().get(0).getValue();
         }
-        return isMissingFuncExpr;
+        return isMissingNullFuncExpr;
     }
 
-    public static ScalarFunctionCallExpression findLOJIsMissingFuncInGroupBy(GroupByOperator lojGroupbyOp,
-            OptimizableOperatorSubTree rightSubTree) throws AlgebricksException {
-        //find IS_MISSING function of which argument has the nullPlaceholder variable in the nested plan of groupby.
+    public static ScalarFunctionCallExpression findLOJIsMissingNullFuncInGroupBy(GroupByOperator lojGroupbyOp,
+            OptimizableOperatorSubTree rightSubTree, FunctionIdentifier funId) throws AlgebricksException {
+        //find IS_MISSING or IS_NULL function of which argument has the nullPlaceholder variable in the nested plan of groupby.
         ALogicalPlanImpl subPlan = (ALogicalPlanImpl) lojGroupbyOp.getNestedPlans().get(0);
         Mutable<ILogicalOperator> subPlanRootOpRef = subPlan.getRoots().get(0);
         AbstractLogicalOperator subPlanRootOp = (AbstractLogicalOperator) subPlanRootOpRef.getValue();
-        return findIsMissingInSubplan(subPlanRootOp, rightSubTree);
+        return findIsMissingNullInSubplan(subPlanRootOp, rightSubTree, funId);
     }
 
-    public static void resetLOJMissingPlaceholderVarInGroupByOp(AccessMethodAnalysisContext analysisCtx,
-            LogicalVariable newMissingPlaceholderVaraible, IOptimizationContext context) throws AlgebricksException {
+    public static void resetLOJMissingNullPlaceholderVarInGroupByOp(AccessMethodAnalysisContext analysisCtx,
+            LogicalVariable newMissingNullPlaceholderVaraible, IOptimizationContext context)
+            throws AlgebricksException {
 
         //reset the missing placeholder variable in groupby operator
-        ScalarFunctionCallExpression isMissingFuncExpr = analysisCtx.getLOJIsMissingFuncInSpecialGroupBy();
-        isMissingFuncExpr.getArguments().clear();
-        VariableReferenceExpression newMissingVarRef = new VariableReferenceExpression(newMissingPlaceholderVaraible);
-        newMissingVarRef.setSourceLocation(isMissingFuncExpr.getSourceLocation());
-        isMissingFuncExpr.getArguments().add(new MutableObject<ILogicalExpression>(newMissingVarRef));
+        ScalarFunctionCallExpression isMissingNullFuncExpr = analysisCtx.getLOJIsMissingNullFuncInSpecialGroupBy();
+        isMissingNullFuncExpr.getArguments().clear();
+        VariableReferenceExpression newMissingNullVarRef =
+                new VariableReferenceExpression(newMissingNullPlaceholderVaraible);
+        newMissingNullVarRef.setSourceLocation(isMissingNullFuncExpr.getSourceLocation());
+        isMissingNullFuncExpr.getArguments().add(new MutableObject<ILogicalExpression>(newMissingNullVarRef));
 
         //recompute type environment.
         OperatorPropertiesUtil.typeOpRec(analysisCtx.getLOJSpecialGroupByOpRef(), context);
@@ -1890,19 +2111,20 @@
         // Since index-only plan doesn't access the primary index, we can't get the actual value in this case.
         // Also, if no-index-only option is given, we stop here to honor that request.
         boolean noIndexOnlyPlanOption = !context.getPhysicalOptimizationConfig().isIndexOnly();
-        // TODO: For the inverted index access-method cases only:
+        // TODO: For the inverted index / array index access-method cases only:
         // Since an inverted index can contain multiple secondary key entries per one primary key,
         // Index-only plan can't be applied. For example, suppose there are two entries (SK1, SK2) for one PK.
         // Since we can't access <SK1, PK>, <SK2, PK> at the same time unless we use tryLock (we use instantTryLock),
         // right now, we can't support an index-only plan on an inverted index.
         // Once this issue is resolved, we can apply an index-only plan.
-        // One additional condition:
+        // One additional condition for inverted indexes:
         // Even if the above is resolved, if a secondary key field is used after
         // SELECT or JOIN operator, this can't be qualified as an index-only plan since
         // an inverted index contains a part of a field value, not all of it.
         if (noIndexOnlyPlanOption || dataset.getDatasetType() == DatasetType.EXTERNAL || chosenIndex.isPrimaryIndex()
-                || chosenIndex.isOverridingKeyFieldTypes() || chosenIndex.isEnforced()
-                || isInvertedIndex(chosenIndex)) {
+                || chosenIndex.getIndexDetails().isOverridingKeyFieldTypes() || chosenIndex.isEnforced()
+                || isInvertedIndex(chosenIndex) || chosenIndex.getIndexType() == IndexType.ARRAY
+                || IndexUtil.includesUnknowns(chosenIndex)) {
             indexOnlyPlanInfo.setFirst(false);
             return;
         }
@@ -2002,7 +2224,8 @@
         // assign or data-source-scan in the subtree and the field-name of those variables are only PK or SK.
         // Needs to check whether variables from the given select (join) operator only contain SK and/or PK condition.
         List<List<String>> pkFieldNames = dataset.getPrimaryKeys();
-        List<List<String>> chosenIndexFieldNames = chosenIndex.getKeyFieldNames();
+        Index.ValueIndexDetails chosenIndexDetails = (Index.ValueIndexDetails) chosenIndex.getIndexDetails();
+        List<List<String>> chosenIndexFieldNames = chosenIndexDetails.getKeyFieldNames();
         List<LogicalVariable> chosenIndexVars = new ArrayList<>();
 
         // Collects variables that contain a CONSTANT expression in ASSIGN operators in the subtree.
@@ -2026,7 +2249,7 @@
         }
 
         // For the composite index, a secondary-index search generates a superset of the results.
-        if (chosenIndex.getKeyFieldNames().size() > 1 && indexApplicableVarFoundCount > 1) {
+        if (chosenIndexDetails.getKeyFieldNames().size() > 1 && indexApplicableVarFoundCount > 1) {
             requireVerificationAfterSIdxSearch = true;
         }
 
@@ -2307,8 +2530,8 @@
         }
 
         int optFieldIdx = AccessMethodUtils.chooseFirstOptFuncVar(chosenIndex, analysisCtx);
-        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(optFuncExpr.getFieldType(optFieldIdx),
-                optFuncExpr.getFieldName(optFieldIdx), recordType);
+        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(chosenIndex,
+                optFuncExpr.getFieldType(optFieldIdx), optFuncExpr.getFieldName(optFieldIdx), recordType);
         if (keyPairType == null) {
             return false;
         }
@@ -2567,10 +2790,10 @@
      *
      * @throws AlgebricksException
      */
-    public static ILogicalOperator resetVariableMappingInUnionOpInIndexOnlyPlan(boolean LOJVarExist,
-            List<LogicalVariable> LOJMissingVariables, ILogicalOperator unionAllOp,
+    public static ILogicalOperator resetVariableMappingInUnionOpInIndexOnlyPlan(boolean lojVarExist,
+            List<LogicalVariable> lojMissingNullVariables, ILogicalOperator unionAllOp,
             List<Mutable<ILogicalOperator>> aboveTopRefs, IOptimizationContext context) throws AlgebricksException {
-        // For an index-only plan, if newNullPlaceHolderVar is not in the variable map of the UNIONALL operator,
+        // For an index-only plan, if newMissingNullPlaceHolderVar is not in the variable map of the UNIONALL operator,
         // we need to add this variable to the map.
         // Also, we need to delete replaced variables in the map if it was used only in the group-by operator.
         if (unionAllOp.getOperatorTag() != LogicalOperatorTag.UNIONALL) {
@@ -2579,15 +2802,15 @@
 
         // First, check whether the given old variable can be deleted. If it is used somewhere else
         // except the group-by operator, we can't delete it since we need to propagate it.
-        boolean LOJVarCanBeDeleted = true;
-        if (LOJVarExist) {
+        boolean lojVarCanBeDeleted = true;
+        if (lojVarExist) {
             List<LogicalVariable> usedVars = new ArrayList<>();
             for (int i = 0; i < aboveTopRefs.size(); i++) {
                 usedVars.clear();
                 ILogicalOperator lOp = aboveTopRefs.get(i).getValue();
                 VariableUtilities.getUsedVariables(lOp, usedVars);
-                if (usedVars.containsAll(LOJMissingVariables) && lOp.getOperatorTag() != LogicalOperatorTag.GROUP) {
-                    LOJVarCanBeDeleted = false;
+                if (usedVars.containsAll(lojMissingNullVariables) && lOp.getOperatorTag() != LogicalOperatorTag.GROUP) {
+                    lojVarCanBeDeleted = false;
                     break;
                 }
             }
@@ -2596,20 +2819,20 @@
         List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap =
                 ((UnionAllOperator) unionAllOp).getVariableMappings();
 
-        if (LOJVarExist && LOJVarCanBeDeleted) {
+        if (lojVarExist && lojVarCanBeDeleted) {
             // Delete old variables from the map.
             for (Iterator<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> it = varMap.iterator(); it
                     .hasNext();) {
                 Triple<LogicalVariable, LogicalVariable, LogicalVariable> tripleVars = it.next();
-                if (tripleVars.first.equals(LOJMissingVariables.get(0))
-                        || tripleVars.second.equals(LOJMissingVariables.get(0))
-                        || tripleVars.third.equals(LOJMissingVariables.get(0))) {
+                if (tripleVars.first.equals(lojMissingNullVariables.get(0))
+                        || tripleVars.second.equals(lojMissingNullVariables.get(0))
+                        || tripleVars.third.equals(lojMissingNullVariables.get(0))) {
                     it.remove();
                 }
             }
         }
 
-        if (LOJVarExist && LOJVarCanBeDeleted) {
+        if (lojVarExist && lojVarCanBeDeleted) {
             UnionAllOperator newUnionAllOp = new UnionAllOperator(varMap);
             newUnionAllOp.getInputs()
                     .add(new MutableObject<ILogicalOperator>(unionAllOp.getInputs().get(0).getValue()));
@@ -2674,4 +2897,321 @@
         AbstractExpressionAnnotationWithIndexNames ann = optFuncExpr.getFuncExpr().getAnnotation(annClass);
         return ann == null ? null : ann.getIndexNames();
     }
+
+    public static List<String> getFieldNameSetStepsFromSubTree(IOptimizableFuncExpr optFuncExpr,
+            OptimizableOperatorSubTree subTree, int opIndex, int assignVarIndex, ARecordType recordType,
+            int funcVarIndex, ILogicalExpression parentFuncExpr, ARecordType metaType, LogicalVariable metaVar,
+            MutableInt fieldSource, boolean isUnnestOverVarAllowed) throws AlgebricksException {
+        if (optFuncExpr != null) {
+            if (parentFuncExpr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                optFuncExpr.addStepExpr(funcVarIndex, ((AbstractFunctionCallExpression) parentFuncExpr));
+            }
+        }
+        return getFieldNameAndStepsFromSubTree(optFuncExpr, subTree, opIndex, assignVarIndex, recordType, funcVarIndex,
+                parentFuncExpr, metaType, metaVar, fieldSource, isUnnestOverVarAllowed);
+    }
+
+    /**
+     * Returns the field name corresponding to the assigned variable at
+     * varIndex. Returns Collections.emptyList() if the expr at varIndex does not yield to a field
+     * access function after following a set of allowed functions.
+     *
+     * @throws AlgebricksException
+     */
+    private static List<String> getFieldNameAndStepsFromSubTree(IOptimizableFuncExpr optFuncExpr,
+            OptimizableOperatorSubTree subTree, int opIndex, int assignVarIndex, ARecordType recordType,
+            int funcVarIndex, ILogicalExpression parentFuncExpr, ARecordType metaType, LogicalVariable metaVar,
+            MutableInt fieldSource, boolean isUnnestOverVarAllowed) throws AlgebricksException {
+        // Get expression corresponding to opVar at varIndex.
+        AbstractLogicalExpression expr = null;
+        AbstractFunctionCallExpression childFuncExpr = null;
+        AbstractLogicalOperator op = subTree.getAssignsAndUnnests().get(opIndex);
+        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+            AssignOperator assignOp = (AssignOperator) op;
+            expr = (AbstractLogicalExpression) assignOp.getExpressions().get(assignVarIndex).getValue();
+            // Can't get a field name from a constant expression. So, return null.
+            if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+                return Collections.emptyList();
+            }
+            childFuncExpr = (AbstractFunctionCallExpression) expr;
+        } else {
+            UnnestOperator unnestOp = (UnnestOperator) op;
+            expr = (AbstractLogicalExpression) unnestOp.getExpressionRef().getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+                return Collections.emptyList();
+            }
+            childFuncExpr = (AbstractFunctionCallExpression) expr;
+            if (childFuncExpr.getFunctionIdentifier() != BuiltinFunctions.SCAN_COLLECTION) {
+                return Collections.emptyList();
+            }
+            expr = (AbstractLogicalExpression) childFuncExpr.getArguments().get(0).getValue();
+        }
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return Collections.emptyList();
+        }
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+        FunctionIdentifier funcIdent = funcExpr.getFunctionIdentifier();
+
+        boolean isByName = false;
+        boolean isFieldAccess = false;
+        String fieldName = null;
+        List<String> nestedAccessFieldName = null;
+        int fieldIndex = -1;
+        if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_NAME) {
+            fieldName = ConstantExpressionUtil.getStringArgument(funcExpr, 1);
+            if (fieldName == null) {
+                return Collections.emptyList();
+            }
+            isFieldAccess = true;
+            isByName = true;
+        } else if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_INDEX) {
+            Integer idx = ConstantExpressionUtil.getIntArgument(funcExpr, 1);
+            if (idx == null) {
+                return Collections.emptyList();
+            }
+            fieldIndex = idx;
+            isFieldAccess = true;
+        } else if (funcIdent == BuiltinFunctions.FIELD_ACCESS_NESTED) {
+            ILogicalExpression nameArg = funcExpr.getArguments().get(1).getValue();
+            if (nameArg.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
+                return Collections.emptyList();
+            }
+            ConstantExpression constExpr = (ConstantExpression) nameArg;
+            AOrderedList orderedNestedFieldName =
+                    (AOrderedList) ((AsterixConstantValue) constExpr.getValue()).getObject();
+            nestedAccessFieldName = new ArrayList<>();
+            for (int i = 0; i < orderedNestedFieldName.size(); i++) {
+                nestedAccessFieldName.add(((AString) orderedNestedFieldName.getItem(i)).getStringValue());
+            }
+            isFieldAccess = true;
+            isByName = true;
+        }
+        if (isFieldAccess) {
+            LogicalVariable sourceVar =
+                    ((VariableReferenceExpression) funcExpr.getArguments().get(0).getValue()).getVariableReference();
+            if (sourceVar.equals(metaVar)) {
+                fieldSource.setValue(1);
+            } else {
+                fieldSource.setValue(0);
+            }
+            if (optFuncExpr != null) {
+                optFuncExpr.setLogicalExpr(funcVarIndex, parentFuncExpr);
+                optFuncExpr.addStepExpr(funcVarIndex, funcExpr);
+            }
+            int[] assignAndExpressionIndexes = null;
+
+            //go forward through nested assigns until you find the relevant one
+            for (int i = opIndex + 1; i < subTree.getAssignsAndUnnests().size(); i++) {
+                AbstractLogicalOperator subOp = subTree.getAssignsAndUnnests().get(i);
+                List<LogicalVariable> varList;
+
+                if (subOp.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+                    //Nested was an assign
+                    varList = ((AssignOperator) subOp).getVariables();
+                } else if (subOp.getOperatorTag() == LogicalOperatorTag.UNNEST) {
+                    //Nested is not an assign
+                    varList = ((UnnestOperator) subOp).getVariables();
+                } else {
+                    break;
+                }
+
+                //Go through variables in assign to check for match
+                for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
+                    LogicalVariable var = varList.get(varIndex);
+                    ArrayList<LogicalVariable> parentVars = new ArrayList<>();
+                    funcExpr.getUsedVariables(parentVars);
+
+                    if (parentVars.contains(var)) {
+                        //Found the variable we are looking for.
+                        //return assign and index of expression
+                        int[] returnValues = { i, varIndex };
+                        assignAndExpressionIndexes = returnValues;
+                    }
+                }
+            }
+            if (assignAndExpressionIndexes != null && assignAndExpressionIndexes[0] > -1) {
+                //We found the nested assign
+
+                //Recursive call on nested assign
+                List<String> parentFieldNames = getFieldNameAndStepsFromSubTree(optFuncExpr, subTree,
+                        assignAndExpressionIndexes[0], assignAndExpressionIndexes[1], recordType, funcVarIndex,
+                        parentFuncExpr, metaType, metaVar, fieldSource, isUnnestOverVarAllowed);
+
+                boolean isPreviousOperatorLegalUnnest = isUnnestOverVarAllowed && subTree.getAssignsAndUnnests()
+                        .get(assignAndExpressionIndexes[0]).getOperatorTag().equals(LogicalOperatorTag.UNNEST);
+                if (parentFieldNames.isEmpty() && !isPreviousOperatorLegalUnnest) {
+                    //Nested assign was not a field access.
+                    //We will not use index
+                    return Collections.emptyList();
+                } else if (isPreviousOperatorLegalUnnest) {
+                    parentFieldNames = new ArrayList<>();
+                }
+
+                if (!isByName) {
+                    IAType subFieldType;
+                    if (isUnnestOverVarAllowed && isPreviousOperatorLegalUnnest) {
+                        // In the case of UNNESTing over a variable, we use the record type given by our caller instead.
+                        subFieldType = sourceVar.equals(metaVar) ? metaType : recordType;
+                    } else {
+                        subFieldType = sourceVar.equals(metaVar) ? metaType.getSubFieldType(parentFieldNames)
+                                : recordType.getSubFieldType(parentFieldNames);
+                        // Sub-field type can be AUnionType in case if optional. Thus, needs to get the actual type.
+                        subFieldType = TypeComputeUtils.getActualType(subFieldType);
+                        if (subFieldType.getTypeTag() != ATypeTag.OBJECT) {
+                            throw CompilationException.create(ErrorCode.TYPE_CONVERT, subFieldType,
+                                    ARecordType.class.getName());
+                        }
+                    }
+                    fieldName = ((ARecordType) subFieldType).getFieldNames()[fieldIndex];
+
+                }
+                if (optFuncExpr != null) {
+                    optFuncExpr.setSourceVar(funcVarIndex, ((AssignOperator) op).getVariables().get(assignVarIndex));
+                }
+                //add fieldName to the nested fieldName, return
+                if (nestedAccessFieldName != null) {
+                    for (int i = 0; i < nestedAccessFieldName.size(); i++) {
+                        parentFieldNames.add(nestedAccessFieldName.get(i));
+                    }
+                } else {
+                    parentFieldNames.add(fieldName);
+                }
+                return (parentFieldNames);
+            }
+
+            if (optFuncExpr != null) {
+                optFuncExpr.setSourceVar(funcVarIndex, ((AssignOperator) op).getVariables().get(assignVarIndex));
+            }
+            //no nested assign, we are at the lowest level.
+            if (isByName) {
+                if (nestedAccessFieldName != null) {
+                    return nestedAccessFieldName;
+                }
+                return new ArrayList<>(Arrays.asList(fieldName));
+            }
+            return new ArrayList<>(Arrays.asList(sourceVar.equals(metaVar) ? metaType.getFieldNames()[fieldIndex]
+                    : recordType.getFieldNames()[fieldIndex]));
+
+        }
+
+        // We use a part of the field in edit distance computation
+        if (optFuncExpr != null
+                && optFuncExpr.getFuncExpr().getFunctionIdentifier() == BuiltinFunctions.EDIT_DISTANCE_CHECK) {
+            optFuncExpr.setPartialField(true);
+        }
+        List<Mutable<ILogicalExpression>> funcArgs = funcExpr.getArguments();
+        if (funcArgs.isEmpty()) {
+            return Collections.emptyList();
+        }
+        // We expect the function's argument to be a variable, otherwise we
+        // cannot apply an index.
+        ILogicalExpression argExpr = funcArgs.get(0).getValue();
+        if (argExpr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            return Collections.emptyList();
+        }
+        for (int i = 1; i < funcArgs.size(); i++) {
+            if (funcArgs.get(i).getValue().getExpressionTag() != LogicalExpressionTag.CONSTANT) {
+                return Collections.emptyList();
+            }
+        }
+        if (optFuncExpr != null) {
+            optFuncExpr.addStepExpr(funcVarIndex, funcExpr);
+        }
+        LogicalVariable curVar = ((VariableReferenceExpression) argExpr).getVariableReference();
+        // We look for the assign or unnest operator that produces curVar below
+        // the current operator
+        for (int assignOrUnnestIndex = opIndex + 1; assignOrUnnestIndex < subTree.getAssignsAndUnnests()
+                .size(); assignOrUnnestIndex++) {
+            AbstractLogicalOperator curOp = subTree.getAssignsAndUnnests().get(assignOrUnnestIndex);
+            if (curOp.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+                AssignOperator assignOp = (AssignOperator) curOp;
+                List<LogicalVariable> varList = assignOp.getVariables();
+                for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
+                    LogicalVariable var = varList.get(varIndex);
+                    if (var.equals(curVar) && optFuncExpr != null) {
+                        optFuncExpr.setSourceVar(funcVarIndex, var);
+                        return getFieldNameAndStepsFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, varIndex,
+                                recordType, funcVarIndex, childFuncExpr, metaType, metaVar, fieldSource,
+                                isUnnestOverVarAllowed);
+                    }
+                }
+            } else {
+                UnnestOperator unnestOp = (UnnestOperator) curOp;
+                LogicalVariable var = unnestOp.getVariable();
+                if (var.equals(curVar)) {
+                    getFieldNameAndStepsFromSubTree(optFuncExpr, subTree, assignOrUnnestIndex, 0, recordType,
+                            funcVarIndex, childFuncExpr, metaType, metaVar, fieldSource, isUnnestOverVarAllowed);
+                }
+            }
+        }
+        return Collections.emptyList();
+    }
+
+    public static Triple<Integer, List<String>, IAType> analyzeVarForArrayIndexes(List<Index> datasetIndexes,
+            IOptimizableFuncExpr optFuncExpr, OptimizableOperatorSubTree subTree, IOptimizationContext context,
+            LogicalVariable assignVar, AccessMethodAnalysisContext analysisCtx) throws AlgebricksException {
+        // Set the logical expression we are working with.
+        final int lastMatchedDataSourceVar = subTree.getLastMatchedDataSourceVars().second;
+        if (lastMatchedDataSourceVar < 0) {
+            return null;
+        }
+        final ILogicalExpression optVarExpr = optFuncExpr.getArgument(lastMatchedDataSourceVar).getValue();
+        if (optVarExpr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            optFuncExpr.addStepExpr(lastMatchedDataSourceVar, ((AbstractFunctionCallExpression) optVarExpr));
+        }
+        optFuncExpr.setLogicalExpr(lastMatchedDataSourceVar, optVarExpr);
+
+        for (Index index : datasetIndexes) {
+            if (index.getIndexType() != IndexType.ARRAY) {
+                continue;
+            }
+            Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+            for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+                if (e.getUnnestList().isEmpty()) {
+                    // Ignore the atomic part of this index (these are handled by the caller).
+                    continue;
+                }
+
+                // We have found the array field for an array index.
+                for (List<String> project : e.getProjectList()) {
+                    List<String> flatName = ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), project);
+                    List<Boolean> unnestFlags = ArrayIndexUtil.getUnnestFlags(e.getUnnestList(), project);
+                    analysisCtx.getArrayIndexStructureMatcher().reset(assignVar, subTree);
+                    ArrayIndexUtil.walkArrayPath(index, subTree.getRecordType(), flatName, unnestFlags,
+                            analysisCtx.getArrayIndexStructureMatcher());
+
+                    LogicalVariable varAfterWalk = analysisCtx.getArrayIndexStructureMatcher().getEndVar();
+                    ILogicalOperator opAfterWalk = analysisCtx.getArrayIndexStructureMatcher().getEndOperator();
+                    if (varAfterWalk != null && opAfterWalk != null) {
+                        // This specific field aligns with an array index. Verify that this variable actually exists
+                        // in our function expression.
+                        int optVarIndex = optFuncExpr.findLogicalVar(varAfterWalk);
+                        if (optVarIndex == -1) {
+                            continue;
+                        }
+                        IAType fieldType =
+                                (IAType) context.getOutputTypeEnvironment(opAfterWalk).getVarType(varAfterWalk);
+                        optFuncExpr.setSourceVar(optVarIndex, varAfterWalk);
+
+                        // Remember matching subtree.
+                        optFuncExpr.setOptimizableSubTree(optVarIndex, subTree);
+                        MutableInt fieldSource = new MutableInt(0);
+                        optFuncExpr.setFieldName(optVarIndex, flatName, fieldSource.intValue());
+                        optFuncExpr.setFieldType(optVarIndex, fieldType);
+                        IAType type = (IAType) context.getOutputTypeEnvironment(subTree.getRoot())
+                                .getVarType(optFuncExpr.getLogicalVar(optVarIndex));
+                        optFuncExpr.setFieldType(optVarIndex, type);
+
+                        return new Triple<>(optVarIndex, flatName, fieldType);
+                    }
+                }
+            }
+        }
+        return null;
+    }
+
+    public static boolean isFieldAccess(FunctionIdentifier funId) {
+        return funId.equals(FIELD_ACCESS_BY_NAME) || funId.equals(FIELD_ACCESS_BY_INDEX)
+                || funId.equals(FIELD_ACCESS_NESTED);
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/ArrayBTreeAccessMethod.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/ArrayBTreeAccessMethod.java
new file mode 100644
index 0000000..d01a2cb
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/ArrayBTreeAccessMethod.java
@@ -0,0 +1,257 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.optimizer.rules.am;
+
+import java.util.ArrayDeque;
+import java.util.ArrayList;
+import java.util.Deque;
+import java.util.List;
+
+import org.apache.asterix.common.config.DatasetConfig.IndexType;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.utils.NonTaggedFormatUtil;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+
+// TODO (GLENN): Refactor the BTreeAccessMethod class and this class to extend a new "AbstractBTreeAccessMethod" class.
+/**
+ * Class for helping rewrite rules to choose and apply array BTree indexes.
+ */
+public class ArrayBTreeAccessMethod extends BTreeAccessMethod {
+    public static final ArrayBTreeAccessMethod INSTANCE = new ArrayBTreeAccessMethod();
+
+    @Override
+    public boolean matchAllIndexExprs(Index index) {
+        // We only require all expressions to be matched if this is a composite key index with an unknowable field.
+        // TODO (GLENN): When nulls become stored in array indexes, this should return false.
+        return ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList().stream()
+                .map(e -> e.getProjectList().size()).reduce(0, Integer::sum) > 1 && hasUnknownableField(index);
+    }
+
+    @Override
+    public boolean matchPrefixIndexExprs(Index index) {
+        return !matchAllIndexExprs(index);
+    }
+
+    private boolean hasUnknownableField(Index index) {
+        if (index.isSecondaryIndex() && index.getIndexDetails().isOverridingKeyFieldTypes() && !index.isEnforced()) {
+            return true;
+        }
+        for (Index.ArrayIndexElement e : ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList()) {
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                if (NonTaggedFormatUtil.isOptional(e.getTypeList().get(i))) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public boolean applyJoinPlanTransformation(List<Mutable<ILogicalOperator>> afterJoinRefs,
+            Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree leftSubTree,
+            OptimizableOperatorSubTree rightSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
+            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
+        AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) joinRef.getValue();
+        Mutable<ILogicalExpression> conditionRef = joinOp.getCondition();
+        Dataset dataset = analysisCtx.getIndexDatasetMap().get(chosenIndex);
+        OptimizableOperatorSubTree indexSubTree, probeSubTree;
+
+        // We assume that the left subtree is the outer branch and the right subtree is the inner branch. This
+        // assumption holds true since we only use an index from the right subtree. The following is just a sanity
+        // check.
+        if (rightSubTree.hasDataSourceScan()
+                && dataset.getDatasetName().equals(rightSubTree.getDataset().getDatasetName())) {
+            indexSubTree = rightSubTree;
+            probeSubTree = leftSubTree;
+        } else {
+            return false;
+        }
+
+        // TODO (GLENN): There is a bug with nested-loop joins originating from the probe. Disable this case for now.
+        Deque<ILogicalOperator> opStack = new ArrayDeque<>();
+        List<ILogicalOperator> visited = new ArrayList<>();
+        opStack.add(probeSubTree.getRoot());
+        while (!opStack.isEmpty()) {
+            ILogicalOperator workingOp = opStack.pop();
+            if (!visited.contains(workingOp)) {
+                if (workingOp.getOperatorTag() == LogicalOperatorTag.INNERJOIN
+                        || workingOp.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
+                    AbstractBinaryJoinOperator joinOperator = (AbstractBinaryJoinOperator) workingOp;
+                    ILogicalExpression joinCondition = joinOperator.getCondition().getValue();
+                    List<Mutable<ILogicalExpression>> conjuncts = new ArrayList<>();
+                    if (joinCondition.splitIntoConjuncts(conjuncts)) {
+                        for (Mutable<ILogicalExpression> conjunct : conjuncts) {
+                            if (conjunct.getValue().getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+                                return false;
+                            }
+                            AbstractFunctionCallExpression expr = (AbstractFunctionCallExpression) joinCondition;
+                            if (expr.getFunctionIdentifier() != BuiltinFunctions.EQ) {
+                                return false;
+                            }
+                        }
+                    } else if (joinCondition.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+                        return false;
+                    } else {
+                        AbstractFunctionCallExpression expr = (AbstractFunctionCallExpression) joinCondition;
+                        if (expr.getFunctionIdentifier() != BuiltinFunctions.EQ) {
+                            return false;
+                        }
+                    }
+                }
+                visited.add(workingOp);
+            }
+            for (Mutable<ILogicalOperator> opRef : workingOp.getInputs()) {
+                if (!visited.contains(opRef.getValue())) {
+                    opStack.push(opRef.getValue());
+                }
+            }
+        }
+
+        LogicalVariable newNullPlaceHolderVar = null;
+        if (isLeftOuterJoin) {
+            // Gets a new null place holder variable that is the first field variable of the primary key from the
+            // indexSubTree's datasourceScanOp. We need this for all left outer joins, even those that do not have
+            // a special GroupBy.
+            newNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
+
+            // For all INNER-UNNESTs associated with the inner subtree (i.e. the index subtree) to extract the
+            // secondary keys, transform these UNNESTs to LEFT-OUTER-UNNESTs. This is to ensure that probe entries w/o
+            // a corresponding secondary key entry are not incorrectly removed. This will not invalidate our fetched
+            // entries because *all* index entries have a non-empty array.
+            ILogicalOperator workingOp = indexSubTree.getRoot(), rootOp = indexSubTree.getRoot(), previousOp = null;
+            while (!workingOp.getInputs().isEmpty()) {
+                if (workingOp.getOperatorTag() == LogicalOperatorTag.UNNEST) {
+                    UnnestOperator oldUnnest = (UnnestOperator) workingOp;
+                    LeftOuterUnnestOperator newUnnest = new LeftOuterUnnestOperator(oldUnnest.getVariable(),
+                            new MutableObject<>(oldUnnest.getExpressionRef().getValue()),
+                            ConstantExpression.MISSING.getValue());
+                    newUnnest.setSourceLocation(oldUnnest.getSourceLocation());
+                    newUnnest.getInputs().addAll(oldUnnest.getInputs());
+                    newUnnest.setExecutionMode(oldUnnest.getExecutionMode());
+                    context.computeAndSetTypeEnvironmentForOperator(newUnnest);
+                    if (workingOp.equals(rootOp)) {
+                        rootOp = newUnnest;
+                        workingOp = newUnnest;
+                    } else if (previousOp != null) {
+                        previousOp.getInputs().clear();
+                        previousOp.getInputs().add(new MutableObject<>(newUnnest));
+                        context.computeAndSetTypeEnvironmentForOperator(previousOp);
+                    }
+                }
+                previousOp = workingOp;
+                workingOp = workingOp.getInputs().get(0).getValue();
+            }
+            indexSubTree.setRoot(rootOp);
+            indexSubTree.setRootRef(new MutableObject<>(rootOp));
+            joinOp.getInputs().remove(1);
+            joinOp.getInputs().add(1, new MutableObject<>(rootOp));
+            context.computeAndSetTypeEnvironmentForOperator(joinOp);
+        }
+
+        ILogicalOperator indexSearchOp = createIndexSearchPlan(afterJoinRefs, joinRef, conditionRef,
+                indexSubTree.getAssignsAndUnnestsRefs(), indexSubTree, probeSubTree, chosenIndex, analysisCtx, true,
+                isLeftOuterJoin, true, context, newNullPlaceHolderVar, leftOuterMissingValue);
+        if (indexSearchOp == null) {
+            return false;
+        }
+
+        return AccessMethodUtils.finalizeJoinPlanTransformation(afterJoinRefs, joinRef, indexSubTree, probeSubTree,
+                analysisCtx, context, isLeftOuterJoin, isLeftOuterJoinWithSpecialGroupBy, leftOuterMissingValue,
+                indexSearchOp, newNullPlaceHolderVar, conditionRef, dataset, chosenIndex);
+    }
+
+    @Override
+    public ILogicalOperator createIndexSearchPlan(List<Mutable<ILogicalOperator>> afterTopOpRefs,
+            Mutable<ILogicalOperator> topOpRef, Mutable<ILogicalExpression> conditionRef,
+            List<Mutable<ILogicalOperator>> assignBeforeTheOpRefs, OptimizableOperatorSubTree indexSubTree,
+            OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
+            boolean retainInput, boolean retainMissing, boolean requiresBroadcast, IOptimizationContext context,
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
+
+        Index.ArrayIndexDetails chosenIndexDetails = (Index.ArrayIndexDetails) chosenIndex.getIndexDetails();
+        List<List<String>> chosenIndexKeyFieldNames = new ArrayList<>();
+        List<IAType> chosenIndexKeyFieldTypes = new ArrayList<>();
+        List<Integer> chosenIndexKeyFieldSourceIndicators = new ArrayList<>();
+        for (Index.ArrayIndexElement e : chosenIndexDetails.getElementList()) {
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                chosenIndexKeyFieldNames
+                        .add(ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), e.getProjectList().get(i)));
+                chosenIndexKeyFieldTypes.add(e.getTypeList().get(i));
+                chosenIndexKeyFieldSourceIndicators.add(e.getSourceIndicator());
+            }
+        }
+
+        return createBTreeIndexSearchPlan(afterTopOpRefs, topOpRef, conditionRef, assignBeforeTheOpRefs, indexSubTree,
+                probeSubTree, chosenIndex, analysisCtx, retainInput, retainMissing, requiresBroadcast, context,
+                newMissingNullPlaceHolderForLOJ, leftOuterMissingValue, chosenIndexKeyFieldNames,
+                chosenIndexKeyFieldTypes, chosenIndexKeyFieldSourceIndicators);
+    }
+
+    @Override
+    public boolean matchIndexType(IndexType indexType) {
+        return indexType == IndexType.ARRAY;
+    }
+
+    @Override
+    public String getName() {
+        return "ARRAY_BTREE_ACCESS_METHOD";
+    }
+
+    @Override
+    public boolean acceptsFunction(AbstractFunctionCallExpression functionExpr, Index index, IAType indexedFieldType,
+            boolean defaultNull, boolean finalStep) throws CompilationException {
+        if (defaultNull) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, "CAST modifier not allowed");
+        }
+        return AccessMethodUtils.isFieldAccess(functionExpr.getFunctionIdentifier());
+    }
+
+    @Override
+    public int compareTo(IAccessMethod o) {
+        return this.getName().compareTo(o.getName());
+    }
+
+    @Override
+    protected boolean allowFunctionExpressionArg() {
+        return false;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/BTreeAccessMethod.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/BTreeAccessMethod.java
index 21892cc..2eebe5b 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/BTreeAccessMethod.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/BTreeAccessMethod.java
@@ -19,6 +19,8 @@
 
 package org.apache.asterix.optimizer.rules.am;
 
+import static org.apache.asterix.optimizer.rules.am.AccessMethodUtils.CAST_NULL_TYPE_CONSTRUCTORS;
+
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.BitSet;
@@ -27,6 +29,7 @@
 import java.util.HashSet;
 import java.util.Iterator;
 import java.util.List;
+import java.util.Objects;
 import java.util.Set;
 
 import org.apache.asterix.common.annotations.AbstractExpressionAnnotationWithIndexNames;
@@ -36,14 +39,21 @@
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.dataflow.data.common.ILogicalBinaryComparator;
+import org.apache.asterix.dataflow.data.nontagged.comparators.ComparatorUtil;
 import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.IndexUtil;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.asterix.om.base.ADouble;
+import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
 import org.apache.asterix.om.types.ARecordType;
-import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.asterix.om.utils.NonTaggedFormatUtil;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
 import org.apache.asterix.optimizer.rules.util.EquivalenceClassUtils;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableObject;
@@ -58,6 +68,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
@@ -96,7 +107,8 @@
     // That is, this function can produce false positive results if it is set to true.
     // In this case, an index-search alone cannot replace the given SELECT condition and
     // that SELECT condition needs to be applied after the index-search to get the correct results.
-    // For B+Tree indexes, there are no false positive results unless the given index is a composite index.
+    // For B+Tree indexes, there are no false positive results unless the given index is a composite index or an array
+    // index.
     private static final List<Pair<FunctionIdentifier, Boolean>> FUNC_IDENTIFIERS = Collections
             .unmodifiableList(Arrays.asList(new Pair<FunctionIdentifier, Boolean>(AlgebricksBuiltinFunctions.EQ, false),
                     new Pair<FunctionIdentifier, Boolean>(AlgebricksBuiltinFunctions.LE, false),
@@ -116,18 +128,20 @@
             List<AbstractLogicalOperator> assignsAndUnnests, AccessMethodAnalysisContext analysisCtx,
             IOptimizationContext context, IVariableTypeEnvironment typeEnvironment) throws AlgebricksException {
         boolean matches = AccessMethodUtils.analyzeFuncExprArgsForOneConstAndVarAndUpdateAnalysisCtx(funcExpr,
-                analysisCtx, context, typeEnvironment);
+                analysisCtx, context, typeEnvironment, allowFunctionExpressionArg());
         if (!matches) {
             matches = AccessMethodUtils.analyzeFuncExprArgsForTwoVarsAndUpdateAnalysisCtx(funcExpr, analysisCtx);
         }
         return matches;
     }
 
+    protected boolean allowFunctionExpressionArg() {
+        return true;
+    }
+
     @Override
     public boolean matchAllIndexExprs(Index index) {
-        // require all expressions to be matched if this is a composite key index which has an unknownable key field.
-        // because we only add a tuple to the index if all its key fields are not null/missing.
-        return index.getKeyFieldTypes().size() > 1 && hasUnknownableField(index);
+        return false;
     }
 
     @Override
@@ -135,18 +149,6 @@
         return !matchAllIndexExprs(index);
     }
 
-    private boolean hasUnknownableField(Index index) {
-        if (index.isSecondaryIndex() && index.isOverridingKeyFieldTypes() && !index.isEnforced()) {
-            return true;
-        }
-        for (IAType fieldType : index.getKeyFieldTypes()) {
-            if (NonTaggedFormatUtil.isOptional(fieldType)) {
-                return true;
-            }
-        }
-        return false;
-    }
-
     @Override
     public boolean applySelectPlanTransformation(List<Mutable<ILogicalOperator>> afterSelectRefs,
             Mutable<ILogicalOperator> selectRef, OptimizableOperatorSubTree subTree, Index chosenIndex,
@@ -202,7 +204,7 @@
                         afterSelectRefs),
                 false, subTree.getDataSourceRef().getValue().getInputs().get(0).getValue()
                         .getExecutionMode() == ExecutionMode.UNPARTITIONED,
-                context, null);
+                context, null, null);
 
         if (primaryIndexUnnestOp == null) {
             return false;
@@ -255,8 +257,8 @@
     public boolean applyJoinPlanTransformation(List<Mutable<ILogicalOperator>> afterJoinRefs,
             Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree leftSubTree,
             OptimizableOperatorSubTree rightSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy)
-            throws AlgebricksException {
+            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) joinRef.getValue();
         Mutable<ILogicalExpression> conditionRef = joinOp.getCondition();
 
@@ -281,12 +283,12 @@
             return false;
         }
 
-        LogicalVariable newNullPlaceHolderVar = null;
+        LogicalVariable newMissingNullPlaceHolderVar = null;
         if (isLeftOuterJoin) {
-            // Gets a new null place holder variable that is the first field variable of the primary key
+            // Gets a new missing/null place holder variable that is the first field variable of the primary key
             // from the indexSubTree's datasourceScanOp.
             // We need this for all left outer joins, even those that do not have a special GroupBy
-            newNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
+            newMissingNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
         }
 
         boolean canContinue = AccessMethodUtils.setIndexOnlyPlanInfo(afterJoinRefs, joinRef, probeSubTree, indexSubTree,
@@ -297,15 +299,15 @@
 
         ILogicalOperator indexSearchOp = createIndexSearchPlan(afterJoinRefs, joinRef, conditionRef,
                 indexSubTree.getAssignsAndUnnestsRefs(), indexSubTree, probeSubTree, chosenIndex, analysisCtx, true,
-                isLeftOuterJoin, true, context, newNullPlaceHolderVar);
+                isLeftOuterJoin, true, context, newMissingNullPlaceHolderVar, leftOuterMissingValue);
 
         if (indexSearchOp == null) {
             return false;
         }
 
         return AccessMethodUtils.finalizeJoinPlanTransformation(afterJoinRefs, joinRef, indexSubTree, probeSubTree,
-                analysisCtx, context, isLeftOuterJoin, isLeftOuterJoinWithSpecialGroupBy, indexSearchOp,
-                newNullPlaceHolderVar, conditionRef, dataset);
+                analysisCtx, context, isLeftOuterJoin, isLeftOuterJoinWithSpecialGroupBy, leftOuterMissingValue,
+                indexSearchOp, newMissingNullPlaceHolderVar, conditionRef, dataset, chosenIndex);
     }
 
     /**
@@ -319,7 +321,28 @@
             List<Mutable<ILogicalOperator>> assignBeforeTheOpRefs, OptimizableOperatorSubTree indexSubTree,
             OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
             boolean retainInput, boolean retainMissing, boolean requiresBroadcast, IOptimizationContext context,
-            LogicalVariable newMissingPlaceHolderForLOJ) throws AlgebricksException {
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
+
+        Index.ValueIndexDetails chosenIndexDetails = (Index.ValueIndexDetails) chosenIndex.getIndexDetails();
+        List<List<String>> chosenIndexKeyFieldNames = chosenIndexDetails.getKeyFieldNames();
+        List<IAType> chosenIndexKeyFieldTypes = chosenIndexDetails.getKeyFieldTypes();
+        List<Integer> chosenIndexKeyFieldSourceIndicators = chosenIndexDetails.getKeyFieldSourceIndicators();
+
+        return createBTreeIndexSearchPlan(afterTopOpRefs, topOpRef, conditionRef, assignBeforeTheOpRefs, indexSubTree,
+                probeSubTree, chosenIndex, analysisCtx, retainInput, retainMissing, requiresBroadcast, context,
+                newMissingNullPlaceHolderForLOJ, leftOuterMissingValue, chosenIndexKeyFieldNames,
+                chosenIndexKeyFieldTypes, chosenIndexKeyFieldSourceIndicators);
+    }
+
+    protected ILogicalOperator createBTreeIndexSearchPlan(List<Mutable<ILogicalOperator>> afterTopOpRefs,
+            Mutable<ILogicalOperator> topOpRef, Mutable<ILogicalExpression> conditionRef,
+            List<Mutable<ILogicalOperator>> assignBeforeTheOpRefs, OptimizableOperatorSubTree indexSubTree,
+            OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
+            boolean retainInput, boolean retainMissing, boolean requiresBroadcast, IOptimizationContext context,
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue,
+            List<List<String>> chosenIndexKeyFieldNames, List<IAType> chosenIndexKeyFieldTypes,
+            List<Integer> chosenIndexKeyFieldSourceIndicators) throws AlgebricksException {
         Dataset dataset = indexSubTree.getDataset();
         ARecordType recordType = indexSubTree.getRecordType();
         ARecordType metaRecordType = indexSubTree.getMetaRecordType();
@@ -360,6 +383,7 @@
         boolean couldntFigureOut = false;
         boolean doneWithExprs = false;
         boolean isEqCondition = false;
+        boolean anyRealTypeConvertedToIntegerType = false;
         BitSet setLowKeys = new BitSet(numSecondaryKeys);
         BitSet setHighKeys = new BitSet(numSecondaryKeys);
         // Go through the func exprs listed as optimizable by the chosen index,
@@ -370,12 +394,12 @@
         for (Pair<Integer, Integer> exprIndex : exprAndVarList) {
             // Position of the field of matchedFuncExprs.get(exprIndex) in the chosen index's indexed exprs.
             IOptimizableFuncExpr optFuncExpr = analysisCtx.getMatchedFuncExpr(exprIndex.first);
-            int keyPos = indexOf(optFuncExpr.getFieldName(0), optFuncExpr.getFieldSource(0),
-                    chosenIndex.getKeyFieldNames(), chosenIndex.getKeyFieldSourceIndicators());
+            int keyPos = indexOf(optFuncExpr.getFieldName(0), optFuncExpr.getFieldSource(0), chosenIndexKeyFieldNames,
+                    chosenIndexKeyFieldSourceIndicators);
             if (keyPos < 0 && optFuncExpr.getNumLogicalVars() > 1) {
                 // If we are optimizing a join, the matching field may be the second field name.
-                keyPos = indexOf(optFuncExpr.getFieldName(1), optFuncExpr.getFieldSource(1),
-                        chosenIndex.getKeyFieldNames(), chosenIndex.getKeyFieldSourceIndicators());
+                keyPos = indexOf(optFuncExpr.getFieldName(1), optFuncExpr.getFieldSource(1), chosenIndexKeyFieldNames,
+                        chosenIndexKeyFieldSourceIndicators);
             }
             if (keyPos < 0) {
                 throw CompilationException.create(ErrorCode.NO_INDEX_FIELD_NAME_FOR_GIVEN_FUNC_EXPR,
@@ -385,12 +409,14 @@
             // The second expression will not be null only if we are creating an EQ search predicate
             // with a FLOAT or a DOUBLE constant that will be fed into an INTEGER index.
             // This is required because of type-casting. Refer to AccessMethodUtils.createSearchKeyExpr for details.
-            IAType indexedFieldType = chosenIndex.getKeyFieldTypes().get(keyPos);
+            IAType indexedFieldType = chosenIndexKeyFieldTypes.get(keyPos);
             Triple<ILogicalExpression, ILogicalExpression, Boolean> returnedSearchKeyExpr =
-                    AccessMethodUtils.createSearchKeyExpr(chosenIndex, optFuncExpr, indexedFieldType, probeSubTree);
+                    AccessMethodUtils.createSearchKeyExpr(chosenIndex, optFuncExpr, indexedFieldType, probeSubTree,
+                            SEARCH_KEY_ROUNDING_FUNCTION_COMPUTER);
             ILogicalExpression searchKeyExpr = returnedSearchKeyExpr.first;
             ILogicalExpression searchKeyEQExpr = null;
             boolean realTypeConvertedToIntegerType = returnedSearchKeyExpr.third;
+            anyRealTypeConvertedToIntegerType |= realTypeConvertedToIntegerType;
 
             LimitType limit = getLimitType(optFuncExpr, probeSubTree);
             if (limit == null) {
@@ -404,7 +430,7 @@
             }
 
             // Deals with the non-enforced index case here.
-            if (relaxLimitTypeToInclusive(chosenIndex, keyPos, realTypeConvertedToIntegerType)) {
+            if (relaxLimitTypeToInclusive(chosenIndex, indexedFieldType, realTypeConvertedToIntegerType)) {
                 if (limit == LimitType.HIGH_EXCLUSIVE) {
                     limit = LimitType.HIGH_INCLUSIVE;
                 } else if (limit == LimitType.LOW_EXCLUSIVE) {
@@ -652,7 +678,7 @@
         // The result: SK, PK, [Optional - the result of an instantTrylock on PK]
         ILogicalOperator secondaryIndexUnnestOp = AccessMethodUtils.createSecondaryIndexUnnestMap(dataset, recordType,
                 metaRecordType, chosenIndex, inputOp, jobGenParams, context, retainInput, retainMissing,
-                generateInstantTrylockResultFromIndexSearch);
+                generateInstantTrylockResultFromIndexSearch, leftOuterMissingValue);
 
         // Generate the rest of the upstream plan which feeds the search results into the primary index.
         ILogicalOperator indexSearchOp = null;
@@ -669,7 +695,8 @@
             indexSearchOp = AccessMethodUtils.createRestOfIndexSearchPlan(afterTopOpRefs, topOpRef, conditionRef,
                     assignBeforeTheOpRefs, dataSourceOp, dataset, recordType, metaRecordType, secondaryIndexUnnestOp,
                     context, true, retainInput, retainMissing, false, chosenIndex, analysisCtx, indexSubTree,
-                    newMissingPlaceHolderForLOJ);
+                    probeSubTree, newMissingNullPlaceHolderForLOJ, leftOuterMissingValue,
+                    anyRealTypeConvertedToIntegerType);
 
             // Replaces the datasource scan with the new plan rooted at
             // Get dataSourceRef operator -
@@ -726,7 +753,7 @@
             } else {
                 leftOuterUnnestMapRequired = false;
             }
-
+            AbstractUnnestMapOperator unnestMapOp;
             if (conditionRef.getValue() != null) {
                 // The job gen parameters are transferred to the actual job gen
                 // via the UnnestMapOperator's function arguments.
@@ -738,7 +765,6 @@
                         new UnnestingFunctionCallExpression(primaryIndexSearch, primaryIndexFuncArgs);
                 primaryIndexSearchFunc.setSourceLocation(dataSourceOp.getSourceLocation());
                 primaryIndexSearchFunc.setReturnsUniqueValues(true);
-                AbstractUnnestMapOperator unnestMapOp;
                 if (!leftOuterUnnestMapRequired) {
                     unnestMapOp = new UnnestMapOperator(scanVariables,
                             new MutableObject<ILogicalExpression>(primaryIndexSearchFunc), primaryIndexOutputTypes,
@@ -746,12 +772,9 @@
                 } else {
                     unnestMapOp = new LeftOuterUnnestMapOperator(scanVariables,
                             new MutableObject<ILogicalExpression>(primaryIndexSearchFunc), primaryIndexOutputTypes,
-                            true);
+                            leftOuterMissingValue);
                 }
-                unnestMapOp.setSourceLocation(dataSourceOp.getSourceLocation());
-                indexSearchOp = unnestMapOp;
             } else {
-                AbstractUnnestMapOperator unnestMapOp;
                 if (!leftOuterUnnestMapRequired) {
                     unnestMapOp = new UnnestMapOperator(scanVariables,
                             ((UnnestMapOperator) secondaryIndexUnnestOp).getExpressionRef(), primaryIndexOutputTypes,
@@ -759,13 +782,13 @@
                 } else {
                     unnestMapOp = new LeftOuterUnnestMapOperator(scanVariables,
                             ((LeftOuterUnnestMapOperator) secondaryIndexUnnestOp).getExpressionRef(),
-                            primaryIndexOutputTypes, true);
+                            primaryIndexOutputTypes, leftOuterMissingValue);
                 }
-                unnestMapOp.setSourceLocation(dataSourceOp.getSourceLocation());
-                indexSearchOp = unnestMapOp;
             }
-            // TODO: shouldn't indexSearchOp execution mode be set to that of the input? the default is UNPARTITIONED
-            indexSearchOp.getInputs().add(new MutableObject<>(inputOp));
+            unnestMapOp.setExecutionMode(ExecutionMode.PARTITIONED);
+            unnestMapOp.setSourceLocation(dataSourceOp.getSourceLocation());
+            unnestMapOp.getInputs().add(new MutableObject<>(inputOp));
+            indexSearchOp = unnestMapOp;
 
             // Adds equivalence classes --- one equivalent class between a primary key
             // variable and a record field-access expression.
@@ -895,7 +918,41 @@
         return limit;
     }
 
-    private boolean relaxLimitTypeToInclusive(Index chosenIndex, int keyPos, boolean realTypeConvertedToIntegerType) {
+    private static final BTreeSearchKeyRoundingFunctionProvider SEARCH_KEY_ROUNDING_FUNCTION_COMPUTER =
+            new BTreeSearchKeyRoundingFunctionProvider();
+
+    private static class BTreeSearchKeyRoundingFunctionProvider
+            extends AccessMethodUtils.SearchKeyRoundingFunctionProvider {
+
+        private final ILogicalBinaryComparator DOUBLE_CMPR =
+                ComparatorUtil.createLogicalComparator(BuiltinType.ADOUBLE, BuiltinType.ADOUBLE, false);
+
+        private static final ADouble ZERO = new ADouble(0);
+
+        @Override
+        public ATypeHierarchy.TypeCastingMathFunctionType getRoundingFunction(ComparisonKind cKind, Index chosenIndex,
+                IAType indexedFieldType, IAObject constantValue, boolean realTypeConvertedToIntegerType)
+                throws CompilationException {
+            switch (cKind) {
+                case GE:
+                    return relaxLimitTypeToInclusive(chosenIndex, indexedFieldType, realTypeConvertedToIntegerType)
+                            && DOUBLE_CMPR.compare(ZERO, constantValue) == ILogicalBinaryComparator.Result.LT
+                                    ? ATypeHierarchy.TypeCastingMathFunctionType.FLOOR
+                                    : ATypeHierarchy.TypeCastingMathFunctionType.CEIL;
+                case LE:
+                    return relaxLimitTypeToInclusive(chosenIndex, indexedFieldType, realTypeConvertedToIntegerType)
+                            && DOUBLE_CMPR.compare(ZERO, constantValue) == ILogicalBinaryComparator.Result.GT
+                                    ? ATypeHierarchy.TypeCastingMathFunctionType.CEIL
+                                    : ATypeHierarchy.TypeCastingMathFunctionType.FLOOR;
+                default:
+                    return super.getRoundingFunction(cKind, chosenIndex, indexedFieldType, constantValue,
+                            realTypeConvertedToIntegerType);
+            }
+        }
+    }
+
+    private static boolean relaxLimitTypeToInclusive(Index chosenIndex, IAType indexedFieldType,
+            boolean realTypeConvertedToIntegerType) {
         // For a non-enforced index or an enforced index that stores a casted value on the given index,
         // we need to apply the following transformation.
         // For an index on a closed field, this transformation is not necessary since the value between
@@ -922,12 +979,8 @@
             return true;
         }
 
-        if (chosenIndex.isOverridingKeyFieldTypes() && !chosenIndex.isEnforced()) {
-            IAType indexedKeyType = chosenIndex.getKeyFieldTypes().get(keyPos);
-            if (NonTaggedFormatUtil.isOptional(indexedKeyType)) {
-                indexedKeyType = ((AUnionType) indexedKeyType).getActualType();
-            }
-            switch (indexedKeyType.getTypeTag()) {
+        if (chosenIndex.getIndexDetails().isOverridingKeyFieldTypes() && !chosenIndex.isEnforced()) {
+            switch (TypeComputeUtils.getActualType(indexedFieldType).getTypeTag()) {
                 case TINYINT:
                 case SMALLINT:
                 case INTEGER:
@@ -949,7 +1002,7 @@
                 return optFuncExpr.getLogicalExpr(0) == null;
             }
             // We are optimizing a selection query. Search key is a constant. Return true if constant is on lhs.
-            return optFuncExpr.getFuncExpr().getArguments().get(0) == optFuncExpr.getConstantExpr(0);
+            return optFuncExpr.getArgument(0) == optFuncExpr.getConstantExpr(0);
         } else {
             // We are optimizing a join query. Determine whether the feeding variable is on the lhs.
             return (optFuncExpr.getOperatorSubTree(0) == null || optFuncExpr.getOperatorSubTree(0) == probeSubTree);
@@ -1011,11 +1064,40 @@
     }
 
     @Override
+    public boolean matchIndexType(IndexType indexType) {
+        return indexType == IndexType.BTREE;
+    }
+
+    @Override
     public String getName() {
         return "BTREE_ACCESS_METHOD";
     }
 
     @Override
+    public boolean acceptsFunction(AbstractFunctionCallExpression functionExpr, Index index, IAType indexedFieldType,
+            boolean defaultNull, boolean finalStep) throws CompilationException {
+        FunctionIdentifier funId = functionExpr.getFunctionIdentifier();
+        if (!finalStep) {
+            return AccessMethodUtils.isFieldAccess(funId);
+        }
+        if (defaultNull) {
+            if (!CAST_NULL_TYPE_CONSTRUCTORS.contains(funId)) {
+                return false;
+            }
+            IAType nonNullableType = Index.getNonNullableType(indexedFieldType).first;
+            Pair<FunctionIdentifier, IAObject> constructorWithFmt =
+                    IndexUtil.getTypeConstructorDefaultNull(index, nonNullableType, functionExpr.getSourceLocation());
+            FunctionIdentifier indexedFieldConstructorFun = constructorWithFmt.first;
+            IAObject formatInIndex = constructorWithFmt.second;
+            IAObject formatInFunction = TypeUtil.getTemporalFormatArg(functionExpr);
+            // index has CAST (DEFAULT NULL); the applied function should be the same as the indexed field function
+            return funId.equals(indexedFieldConstructorFun) && Objects.equals(formatInIndex, formatInFunction);
+        } else {
+            return AccessMethodUtils.isFieldAccess(funId);
+        }
+    }
+
+    @Override
     public int compareTo(IAccessMethod o) {
         return this.getName().compareTo(o.getName());
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IAccessMethod.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IAccessMethod.java
index 84ee41e..5688a70 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IAccessMethod.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IAccessMethod.java
@@ -21,7 +21,9 @@
 import java.util.Collection;
 import java.util.List;
 
+import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.om.types.IAType;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
@@ -30,6 +32,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
@@ -66,6 +69,14 @@
             IOptimizationContext context, IVariableTypeEnvironment typeEnvironment) throws AlgebricksException;
 
     /**
+     * Indicates whether this access method is applicable for the given index type.
+     *
+     * @return boolean
+     * @param indexType
+     */
+    public boolean matchIndexType(IndexType indexType);
+
+    /**
      * Indicates whether all index expressions must be matched in order for this
      * index to be applicable.
      *
@@ -97,7 +108,8 @@
             List<Mutable<ILogicalOperator>> assignBeforeTheOpRefs, OptimizableOperatorSubTree indexSubTree,
             OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
             boolean retainInput, boolean retainNull, boolean requiresBroadcast, IOptimizationContext context,
-            LogicalVariable newNullPlaceHolderForLOJ) throws AlgebricksException;
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException;
 
     /**
      * Applies the plan transformation to use chosenIndex to optimize a join query.
@@ -107,8 +119,8 @@
     public boolean applyJoinPlanTransformation(List<Mutable<ILogicalOperator>> afterJoinRefs,
             Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree leftSubTree,
             OptimizableOperatorSubTree rightSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy)
-            throws AlgebricksException;
+            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException;
 
     /**
      * Analyzes expr to see whether it is optimizable by the given concrete index.
@@ -121,4 +133,17 @@
 
     public String getName();
 
+    /**
+     * Checks whether the function applied to an indexed field is acceptable by the access method.
+     *
+     * @param functionExpr applied function
+     * @param index the index definition
+     * @param indexedFieldType the type of the indexed field in the index definition
+     * @param defaultNull true if the candidate index has CAST (DEFAULT NULL) modifier
+     * @param finalStep true if the functionExpr is the final function applied
+     *
+     * @return true if the access method accepts the argument function. False, otherwise.
+     */
+    public boolean acceptsFunction(AbstractFunctionCallExpression functionExpr, Index index, IAType indexedFieldType,
+            boolean defaultNull, boolean finalStep) throws AlgebricksException;
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IOptimizableFuncExpr.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IOptimizableFuncExpr.java
index 6278865..ae8c8c5 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IOptimizableFuncExpr.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IOptimizableFuncExpr.java
@@ -21,6 +21,7 @@
 import java.util.List;
 
 import org.apache.asterix.om.types.IAType;
+import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
@@ -80,4 +81,17 @@
     void setConstantExpr(int index, ILogicalExpression expr);
 
     ILogicalExpression[] getConstantExpressions();
+
+    void addStepExpr(int index, AbstractFunctionCallExpression funcExpr);
+
+    List<AbstractFunctionCallExpression> getStepsExprs(int index);
+
+    /**
+     * Returns the argument expression from which the logical variable is originating in the optimizable function.
+     *
+     * @param index the index of the logical variable for which to return the expression argument
+     *
+     * @return the argument expression
+     */
+    Mutable<ILogicalExpression> getArgument(int index);
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceJoinAccessMethodRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceJoinAccessMethodRule.java
index 71baa5c..6f53219 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceJoinAccessMethodRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceJoinAccessMethodRule.java
@@ -23,10 +23,14 @@
 import java.util.Iterator;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.optimizer.rules.am.array.IIntroduceAccessMethodRuleLocalRewrite;
+import org.apache.asterix.optimizer.rules.am.array.JoinFromSubplanRewrite;
 import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
@@ -35,6 +39,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -90,13 +95,20 @@
     protected IVariableTypeEnvironment typeEnvironment = null;
     protected List<Mutable<ILogicalOperator>> afterJoinRefs = null;
 
+    // For plan rewriting to recognize applicable array indexes.
+    private final JoinFromSubplanRewrite joinFromSubplanRewrite = new JoinFromSubplanRewrite();
+
     // Registers access methods.
     protected static Map<FunctionIdentifier, List<IAccessMethod>> accessMethods = new HashMap<>();
 
     static {
+        registerAccessMethod(ArrayBTreeAccessMethod.INSTANCE, accessMethods);
         registerAccessMethod(BTreeAccessMethod.INSTANCE, accessMethods);
         registerAccessMethod(RTreeAccessMethod.INSTANCE, accessMethods);
         registerAccessMethod(InvertedIndexAccessMethod.INSTANCE, accessMethods);
+        for (Pair<FunctionIdentifier, Boolean> optFunc : BTreeAccessMethod.INSTANCE.getOptimizableFunctions()) {
+            JoinFromSubplanRewrite.addOptimizableFunction(optFunc.first);
+        }
     }
 
     /**
@@ -293,6 +305,24 @@
                 analyzedAMs = new HashMap<>();
             }
 
+            if (continueCheck && context.getPhysicalOptimizationConfig().isArrayIndexEnabled()
+                    && JoinFromSubplanRewrite.isApplicableForRewriteCursory(metadataProvider, joinOp)) {
+                // If there exists a SUBPLAN in our plan, and we are conditioning on a variable, attempt to rewrite
+                // this subplan to allow an array-index AM to be introduced. If successful, this rewrite will transform
+                // into an index-nested-loop-join. This rewrite is to be used for pushing the UNNESTs and ASSIGNs from
+                // the subplan into the index branch and giving the join a condition for this rule to optimize.
+                // *No nodes* from this rewrite will be used beyond this point.
+                joinFromSubplanRewrite.findAfterSubplanSelectOperator(afterJoinRefs);
+                if (rewriteLocallyAndTransform(joinRef, context, joinFromSubplanRewrite)) {
+                    // Connect the after-join operators to the index subtree root before this rewrite. This also avoids
+                    // performing the secondary index validation step twice.
+                    ILogicalOperator lastAfterJoinOp = afterJoinRefs.get(afterJoinRefs.size() - 1).getValue();
+                    OperatorManipulationUtil.substituteOpInInput(lastAfterJoinOp, joinOp, joinOp.getInputs().get(1));
+                    context.computeAndSetTypeEnvironmentForOperator(lastAfterJoinOp);
+                    return true;
+                }
+            }
+
             // Checks the condition of JOIN operator is a function call since only function call can be transformed
             // using available indexes. If so, initializes the subtree information that will be used later to decide
             // whether the given plan is truly optimizable or not.
@@ -361,6 +391,9 @@
                     // Applies the plan transformation using chosen index.
                     AccessMethodAnalysisContext analysisCtx = analyzedAMs.get(chosenIndex.first);
 
+                    IAlgebricksConstantValue leftOuterMissingValue =
+                            isLeftOuterJoin ? ((LeftOuterJoinOperator) joinOp).getMissingValue() : null;
+
                     // For a left outer join with a special GroupBy, prepare objects to reset LOJ's
                     // nullPlaceHolderVariable in that GroupBy's nested plan.
                     // See AccessMethodUtils#removeUnjoinedDuplicatesInLOJ() for a definition of a special GroupBy
@@ -368,14 +401,16 @@
                     boolean isLeftOuterJoinWithSpecialGroupBy;
                     if (isLeftOuterJoin && op.getOperatorTag() == LogicalOperatorTag.GROUP) {
                         GroupByOperator groupByOp = (GroupByOperator) opRef.getValue();
-                        ScalarFunctionCallExpression isNullFuncExpr =
-                                AccessMethodUtils.findLOJIsMissingFuncInGroupBy(groupByOp, rightSubTree);
+                        FunctionIdentifier isMissingNullFuncId = Objects
+                                .requireNonNull(OperatorPropertiesUtil.getIsMissingNullFunction(leftOuterMissingValue));
+                        ScalarFunctionCallExpression isMissingNullFuncExpr = AccessMethodUtils
+                                .findLOJIsMissingNullFuncInGroupBy(groupByOp, rightSubTree, isMissingNullFuncId);
                         // TODO:(dmitry) do we need additional checks to ensure that this is a special GroupBy,
                         // i.e. that this GroupBy will eliminate unjoined duplicates?
-                        isLeftOuterJoinWithSpecialGroupBy = isNullFuncExpr != null;
+                        isLeftOuterJoinWithSpecialGroupBy = isMissingNullFuncExpr != null;
                         if (isLeftOuterJoinWithSpecialGroupBy) {
                             analysisCtx.setLOJSpecialGroupByOpRef(opRef);
-                            analysisCtx.setLOJIsMissingFuncInSpecialGroupBy(isNullFuncExpr);
+                            analysisCtx.setLOJIsMissingNullFuncInSpecialGroupBy(isMissingNullFuncExpr);
                         }
                     } else {
                         isLeftOuterJoinWithSpecialGroupBy = false;
@@ -394,7 +429,7 @@
                     // Finally, tries to apply plan transformation using the chosen index.
                     boolean res = chosenIndex.first.applyJoinPlanTransformation(afterJoinRefs, joinRef, leftSubTree,
                             rightSubTree, chosenIndex.second, analysisCtx, context, isLeftOuterJoin,
-                            isLeftOuterJoinWithSpecialGroupBy);
+                            isLeftOuterJoinWithSpecialGroupBy, leftOuterMissingValue);
 
                     // If the plan transformation is successful, we don't need to traverse the plan
                     // any more, since if there are more JOIN operators, the next trigger on this plan
@@ -451,4 +486,18 @@
         return false;
     }
 
+    private boolean rewriteLocallyAndTransform(Mutable<ILogicalOperator> opRef, IOptimizationContext context,
+            IIntroduceAccessMethodRuleLocalRewrite<AbstractBinaryJoinOperator> rewriter) throws AlgebricksException {
+        AbstractBinaryJoinOperator joinRewrite = rewriter.createOperator(joinOp, context);
+        boolean transformationResult = false;
+        if (joinRewrite != null) {
+            Mutable<ILogicalOperator> joinRuleInput = new MutableObject<>(joinRewrite);
+            transformationResult = checkAndApplyJoinTransformation(joinRuleInput, context);
+        }
+
+        // Restore our state, so we can look for more optimizations if this transformation failed.
+        joinOp = rewriter.restoreBeforeRewrite(afterJoinRefs, context);
+        joinRef = opRef;
+        return transformationResult;
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceLSMComponentFilterRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceLSMComponentFilterRule.java
index bd5d82a..fc8c3e9 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceLSMComponentFilterRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceLSMComponentFilterRule.java
@@ -34,6 +34,7 @@
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
 import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.metadata.utils.KeyFieldTypeUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
@@ -121,7 +122,7 @@
 
             for (int i = 0; i < analysisCtx.getMatchedFuncExprs().size(); i++) {
                 IOptimizableFuncExpr optFuncExpr = analysisCtx.getMatchedFuncExpr(i);
-                boolean found = findMacthedExprFieldName(optFuncExpr, op, dataset, itemType, datasetIndexes, context,
+                boolean found = findMatchedExprFieldName(optFuncExpr, op, dataset, itemType, datasetIndexes, context,
                         filterSourceIndicator);
                 // the field name source should be consistent with the filter source indicator
                 if (found && optFuncExpr.getFieldName(0).equals(filterFieldName)
@@ -212,7 +213,9 @@
                     AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) unnestExpr;
                     FunctionIdentifier fid = f.getFunctionIdentifier();
                     if (!fid.equals(BuiltinFunctions.INDEX_SEARCH)) {
-                        throw new IllegalStateException();
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                unnestMapOp.getSourceLocation(),
+                                "Illegal function found, expected an " + "index-search.");
                     }
                     AccessMethodJobGenParams jobGenParams = new AccessMethodJobGenParams();
                     jobGenParams.readFromFuncArgs(f.getArguments());
@@ -308,14 +311,17 @@
                     }
                     break;
                 case ORDER:
+                case DISTINCT:
                     ILogicalOperator child = intersectOrSortOrSplit.getValue().getInputs().get(0).getValue();
                     if (child.getOperatorTag().equals(LogicalOperatorTag.UNNEST_MAP)) {
                         UnnestMapOperator secondaryMap = (UnnestMapOperator) child;
 
-                        propagateFilterInSecondaryUnnsetMap(secondaryMap, filterType, context);
-
-                        setPrimaryFilterVar(primaryOp, secondaryMap.getPropagateIndexMinFilterVar(),
-                                secondaryMap.getPropagateIndexMaxFilterVar(), context);
+                        // If we are already propagating our index filter, do not repeat this action.
+                        if (!secondaryMap.propagateIndexFilter()) {
+                            propagateFilterInSecondaryUnnsetMap(secondaryMap, filterType, context);
+                            setPrimaryFilterVar(primaryOp, secondaryMap.getPropagateIndexMinFilterVar(),
+                                    secondaryMap.getPropagateIndexMaxFilterVar(), context);
+                        }
                     }
                     break;
 
@@ -491,11 +497,11 @@
                 || funcIdent == AlgebricksBuiltinFunctions.LT || funcIdent == AlgebricksBuiltinFunctions.GT
                 || funcIdent == AlgebricksBuiltinFunctions.EQ) {
             AccessMethodUtils.analyzeFuncExprArgsForOneConstAndVarAndUpdateAnalysisCtx(funcExpr, analysisCtx, context,
-                    typeEnvironment);
+                    typeEnvironment, false);
         }
     }
 
-    private boolean findMacthedExprFieldName(IOptimizableFuncExpr optFuncExpr, AbstractLogicalOperator op,
+    private boolean findMatchedExprFieldName(IOptimizableFuncExpr optFuncExpr, AbstractLogicalOperator op,
             Dataset dataset, ARecordType filterSourceType, List<Index> datasetIndexes, IOptimizationContext context,
             Integer filterSourceIndicator) throws AlgebricksException {
         AbstractLogicalOperator descendantOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
@@ -557,7 +563,9 @@
                         AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) unnestExpr;
                         FunctionIdentifier fid = f.getFunctionIdentifier();
                         if (!fid.equals(BuiltinFunctions.INDEX_SEARCH)) {
-                            throw new IllegalStateException();
+                            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                    unnestMapOp.getSourceLocation(),
+                                    "Illegal function found, expected an " + "index-search.");
                         }
                         AccessMethodJobGenParams jobGenParams = new AccessMethodJobGenParams();
                         jobGenParams.readFromFuncArgs(f.getArguments());
@@ -569,6 +577,11 @@
                             }
                         }
                     }
+                    if (index == null) {
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                unnestMapOp.getSourceLocation(),
+                                "Could not find the corresponding index for an" + " index search.");
+                    }
 
                     IAType metaItemType = ((MetadataProvider) context.getMetadataProvider())
                             .findType(dataset.getMetaItemTypeDataverseName(), dataset.getMetaItemTypeName());
@@ -584,8 +597,40 @@
                         fieldName = dataset.getPrimaryKeys().get(idx);
                         keySource = getKeySource(DatasetUtil.getKeySourceIndicators(dataset), idx);
                     } else {
-                        fieldName = index.getKeyFieldNames().get(varIndex);
-                        keySource = getKeySource(index.getKeyFieldSourceIndicators(), varIndex);
+                        List<List<String>> keyFieldNames;
+                        List<Integer> keySources;
+                        switch (Index.IndexCategory.of(index.getIndexType())) {
+                            case ARRAY:
+                                Index.ArrayIndexDetails arrayIndexDetails =
+                                        (Index.ArrayIndexDetails) index.getIndexDetails();
+                                keyFieldNames = new ArrayList<>();
+                                keySources = new ArrayList<>();
+                                for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+                                    for (List<String> project : e.getProjectList()) {
+                                        keyFieldNames.add(
+                                                ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), project));
+                                        keySources.add(e.getSourceIndicator());
+                                    }
+                                }
+                                break;
+                            case VALUE:
+                                Index.ValueIndexDetails valueIndexDetails =
+                                        (Index.ValueIndexDetails) index.getIndexDetails();
+                                keyFieldNames = valueIndexDetails.getKeyFieldNames();
+                                keySources = valueIndexDetails.getKeyFieldSourceIndicators();
+                                break;
+                            case TEXT:
+                                Index.TextIndexDetails textIndexDetails =
+                                        (Index.TextIndexDetails) index.getIndexDetails();
+                                keyFieldNames = textIndexDetails.getKeyFieldNames();
+                                keySources = textIndexDetails.getKeyFieldSourceIndicators();
+                                break;
+                            default:
+                                throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                                        String.valueOf(index.getIndexType()));
+                        }
+                        fieldName = keyFieldNames.get(varIndex);
+                        keySource = getKeySource(keySources, varIndex);
                     }
                     if (fieldName == null) {
                         return false;
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroducePrimaryIndexForAggregationRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroducePrimaryIndexForAggregationRule.java
index 64f9068..cdeee0f 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroducePrimaryIndexForAggregationRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroducePrimaryIndexForAggregationRule.java
@@ -44,6 +44,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractScanOperator;
@@ -235,7 +236,8 @@
             AbstractUnnestMapOperator primaryIndexUnnestOperator =
                     (AbstractUnnestMapOperator) AccessMethodUtils.createSecondaryIndexUnnestMap(dataset, recordType,
                             metaRecordType, primaryIndex, scanOperator.getInputs().get(0).getValue(),
-                            newBTreeParameters, context, retainInput, false, false);
+                            newBTreeParameters, context, retainInput, false, false,
+                            ConstantExpression.MISSING.getValue());
 
             // re-use the PK variables of the original scan operator
             primaryIndexUnnestOperator.getVariables().clear();
@@ -284,7 +286,7 @@
         // #2. get all indexes and look for the primary one
         List<Index> indexes = mp.getDatasetIndexes(dataset.getDataverseName(), dataset.getDatasetName());
         for (Index index : indexes) {
-            if (index.getKeyFieldNames().isEmpty()) {
+            if (index.isPrimaryKeyIndex()) {
                 return Pair.of(dataset, index);
             }
         }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceSelectAccessMethodRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceSelectAccessMethodRule.java
index 7ed5994..d9b5da9 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceSelectAccessMethodRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/IntroduceSelectAccessMethodRule.java
@@ -30,6 +30,9 @@
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.optimizer.rules.am.array.IIntroduceAccessMethodRuleLocalRewrite;
+import org.apache.asterix.optimizer.rules.am.array.MergedSelectRewrite;
+import org.apache.asterix.optimizer.rules.am.array.SelectFromSubplanRewrite;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableObject;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -123,6 +126,10 @@
     protected final OptimizableOperatorSubTree subTree = new OptimizableOperatorSubTree();
     protected List<Mutable<ILogicalOperator>> afterSelectRefs = null;
 
+    // For plan rewriting to recognize applicable array indexes.
+    private final SelectFromSubplanRewrite selectFromSubplanRewrite = new SelectFromSubplanRewrite();
+    private final MergedSelectRewrite mergedSelectRewrite = new MergedSelectRewrite();
+
     // Register access methods.
     protected static Map<FunctionIdentifier, List<IAccessMethod>> accessMethods = new HashMap<>();
 
@@ -130,6 +137,10 @@
         registerAccessMethod(BTreeAccessMethod.INSTANCE, accessMethods);
         registerAccessMethod(RTreeAccessMethod.INSTANCE, accessMethods);
         registerAccessMethod(InvertedIndexAccessMethod.INSTANCE, accessMethods);
+        registerAccessMethod(ArrayBTreeAccessMethod.INSTANCE, accessMethods);
+        for (Pair<FunctionIdentifier, Boolean> f : ArrayBTreeAccessMethod.INSTANCE.getOptimizableFunctions()) {
+            SelectFromSubplanRewrite.addOptimizableFunction(f.first);
+        }
     }
 
     /**
@@ -227,7 +238,7 @@
                     .getExecutionMode() == ExecutionMode.UNPARTITIONED;
             ILogicalOperator subRoot = pair.first.createIndexSearchPlan(afterSelectRefs, selectRef, conditionRef,
                     subTree.getAssignsAndUnnestsRefs(), subTree, null, pair.second, analysisCtx, retainInput, false,
-                    requiresBroadcast, context, null);
+                    requiresBroadcast, context, null, null);
             if (subRoot == null) {
                 return false;
             }
@@ -370,6 +381,23 @@
                 analyzedAMs = new TreeMap<>();
             }
 
+            if (continueCheck && context.getPhysicalOptimizationConfig().isArrayIndexEnabled()
+                    && SelectFromSubplanRewrite.isApplicableForRewriteCursory(metadataProvider, selectOp)) {
+                // If there exists a composite atomic-array index, our conjuncts will be split across multiple
+                // SELECTs. This rewrite is to be used **solely** for the purpose of changing a DATA-SCAN into a
+                // non-index-only plan branch. No nodes introduced from this rewrite will be used beyond this point.
+                if (rewriteLocallyAndTransform(selectRef, context, mergedSelectRewrite)) {
+                    return true;
+                }
+
+                // If there exists a SUBPLAN in our plan, and we are conditioning on a variable, attempt to rewrite
+                // this subplan to allow an array-index AM to be introduced. Again, this rewrite is to be used
+                // **solely** for the purpose of changing a DATA-SCAN into a non-index-only plan branch.
+                if (rewriteLocallyAndTransform(selectRef, context, selectFromSubplanRewrite)) {
+                    return true;
+                }
+            }
+
             // Check the condition of SELECT operator is a function call since
             // only function call can be transformed using available indexes.
             // If so, initialize the subtree information that will be used later to decide whether
@@ -463,6 +491,21 @@
         return accessMethods;
     }
 
+    private boolean rewriteLocallyAndTransform(Mutable<ILogicalOperator> opRef, IOptimizationContext context,
+            IIntroduceAccessMethodRuleLocalRewrite<SelectOperator> rewriter) throws AlgebricksException {
+        SelectOperator selectRewrite = rewriter.createOperator(selectOp, context);
+        boolean transformationResult = false;
+        if (selectRewrite != null) {
+            Mutable<ILogicalOperator> selectRuleInput = new MutableObject<>(selectRewrite);
+            transformationResult = checkAndApplyTheSelectTransformation(selectRuleInput, context);
+        }
+
+        // Restore our state, so we can look for more optimizations if this transformation failed.
+        selectOp = rewriter.restoreBeforeRewrite(null, null);
+        selectRef = opRef;
+        return transformationResult;
+    }
+
     private void clear() {
         afterSelectRefs = null;
         selectRef = null;
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/InvertedIndexAccessMethod.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/InvertedIndexAccessMethod.java
index 10fdfb9..62812aa 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/InvertedIndexAccessMethod.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/InvertedIndexAccessMethod.java
@@ -51,8 +51,7 @@
 import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
-import org.apache.asterix.om.utils.ConstantExpressionUtil;
-import org.apache.asterix.runtime.evaluators.functions.FullTextContainsDescriptor;
+import org.apache.asterix.optimizer.rules.util.FullTextUtil;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableObject;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -66,6 +65,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
@@ -150,7 +150,7 @@
                 || funcExpr.getFunctionIdentifier() == BuiltinFunctions.FULLTEXT_CONTAINS
                 || funcExpr.getFunctionIdentifier() == BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION) {
             boolean matches = AccessMethodUtils.analyzeFuncExprArgsForOneConstAndVarAndUpdateAnalysisCtx(funcExpr,
-                    analysisCtx, context, typeEnvironment);
+                    analysisCtx, context, typeEnvironment, false);
             if (!matches) {
                 matches = AccessMethodUtils.analyzeFuncExprArgsForTwoVarsAndUpdateAnalysisCtx(funcExpr, analysisCtx);
             }
@@ -280,9 +280,10 @@
         if (fieldVarExpr2 == null) {
             return false;
         }
-        OptimizableFuncExpr newOptFuncExpr = new OptimizableFuncExpr(funcExpr,
-                new LogicalVariable[] { fieldVarExpr1, fieldVarExpr2 }, new ILogicalExpression[] { arg3 },
-                new IAType[] { (IAType) ExpressionTypeComputer.INSTANCE.getType(arg3, null, null) });
+        OptimizableFuncExpr newOptFuncExpr =
+                new OptimizableFuncExpr(funcExpr, new LogicalVariable[] { fieldVarExpr1, fieldVarExpr2 },
+                        new int[] { 0, 1 }, new ILogicalExpression[] { arg3 },
+                        new IAType[] { (IAType) ExpressionTypeComputer.INSTANCE.getType(arg3, null, null) });
         for (IOptimizableFuncExpr optFuncExpr : analysisCtx.getMatchedFuncExprs()) {
             //avoid additional optFuncExpressions in case of a join
             if (optFuncExpr.getFuncExpr().equals(funcExpr)) {
@@ -307,6 +308,7 @@
         // Determine whether one arg is constant, and the other is non-constant.
         ILogicalExpression constArg;
         ILogicalExpression nonConstArg;
+        int nonConstArgIdx;
         if (arg1.getExpressionTag() == LogicalExpressionTag.CONSTANT
                 && arg2.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
             // The arguments of edit-distance-contains() function are asymmetrical, we can only use index if it is on
@@ -316,10 +318,12 @@
             }
             constArg = arg1;
             nonConstArg = arg2;
+            nonConstArgIdx = 1;
         } else if (arg2.getExpressionTag() == LogicalExpressionTag.CONSTANT
                 && arg1.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
             constArg = arg2;
             nonConstArg = arg1;
+            nonConstArgIdx = 0;
         } else {
             return false;
         }
@@ -330,7 +334,7 @@
         }
 
         OptimizableFuncExpr newOptFuncExpr = new OptimizableFuncExpr(funcExpr, new LogicalVariable[] { fieldVarExpr },
-                new ILogicalExpression[] { constArg, arg3 },
+                new int[] { nonConstArgIdx }, new ILogicalExpression[] { constArg, arg3 },
                 new IAType[] { (IAType) ExpressionTypeComputer.INSTANCE.getType(constArg, null, null),
                         (IAType) ExpressionTypeComputer.INSTANCE.getType(arg3, null, null) });
         for (IOptimizableFuncExpr optFuncExpr : analysisCtx.getMatchedFuncExprs()) {
@@ -397,7 +401,8 @@
             List<Mutable<ILogicalOperator>> assignBeforeTopOpRefs, OptimizableOperatorSubTree indexSubTree,
             OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
             boolean retainInput, boolean retainNull, boolean requiresBroadcast, IOptimizationContext context,
-            LogicalVariable newNullPlaceHolderForLOJ) throws AlgebricksException {
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
         // TODO: we currently do not support the index-only plan for the inverted index searches since
         // there can be many <SK, PK> pairs for the same PK and we may see two different records with the same PK
         // (e.g., the record is deleted and inserted with the same PK). The reason is that there are
@@ -450,13 +455,13 @@
         // since it doesn't contain a field value, only part of it.
         ILogicalOperator secondaryIndexUnnestOp = AccessMethodUtils.createSecondaryIndexUnnestMap(dataset, recordType,
                 metaRecordType, chosenIndex, inputOp, jobGenParams, context, retainInput, retainNull,
-                generateInstantTrylockResultFromIndexSearch);
+                generateInstantTrylockResultFromIndexSearch, leftOuterMissingValue);
 
         // Generates the rest of the upstream plan which feeds the search results into the primary index.
         ILogicalOperator primaryIndexUnnestOp = AccessMethodUtils.createRestOfIndexSearchPlan(afterTopOpRefs, topOpRef,
                 conditionRef, assignBeforeTopOpRefs, dataSourceScan, dataset, recordType, metaRecordType,
                 secondaryIndexUnnestOp, context, true, retainInput, retainNull, false, chosenIndex, analysisCtx,
-                indexSubTree, newNullPlaceHolderForLOJ);
+                indexSubTree, null, newMissingNullPlaceHolderForLOJ, leftOuterMissingValue, false);
 
         return primaryIndexUnnestOp;
     }
@@ -484,10 +489,10 @@
         SelectOperator selectOp = (SelectOperator) selectRef.getValue();
         ILogicalOperator indexPlanRootOp =
                 createIndexSearchPlan(afterSelectRefs, selectRef, selectOp.getCondition(),
-                        subTree.getAssignsAndUnnestsRefs(),
-                        subTree, null, chosenIndex, analysisCtx, false, false, subTree.getDataSourceRef().getValue()
-                                .getInputs().get(0).getValue().getExecutionMode() == ExecutionMode.UNPARTITIONED,
-                        context, null);
+                        subTree.getAssignsAndUnnestsRefs(), subTree,
+                        null, chosenIndex, analysisCtx, false, false, subTree.getDataSourceRef().getValue().getInputs()
+                                .get(0).getValue().getExecutionMode() == ExecutionMode.UNPARTITIONED,
+                        context, null, null);
 
         // Replace the datasource scan with the new plan rooted at primaryIndexUnnestMap.
         subTree.getDataSourceRef().setValue(indexPlanRootOp);
@@ -498,8 +503,8 @@
     public boolean applyJoinPlanTransformation(List<Mutable<ILogicalOperator>> afterJoinRefs,
             Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree leftSubTree,
             OptimizableOperatorSubTree rightSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy)
-            throws AlgebricksException {
+            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         Dataset dataset = analysisCtx.getDatasetFromIndexDatasetMap(chosenIndex);
         OptimizableOperatorSubTree indexSubTree;
         OptimizableOperatorSubTree probeSubTree;
@@ -525,16 +530,17 @@
         }
 
         //if LOJ, reset null place holder variable
-        LogicalVariable newNullPlaceHolderVar = null;
+        LogicalVariable newMissingNullPlaceHolderVar = null;
         if (isLeftOuterJoin) {
             //get a new null place holder variable that is the first field variable of the primary key
             //from the indexSubTree's datasourceScanOp
             // We need this for all left outer joins, even those that do not have a special GroupBy
-            newNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
+            newMissingNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
 
             if (isLeftOuterJoinWithSpecialGroupBy) {
                 //reset the null place holder variable
-                AccessMethodUtils.resetLOJMissingPlaceholderVarInGroupByOp(analysisCtx, newNullPlaceHolderVar, context);
+                AccessMethodUtils.resetLOJMissingNullPlaceholderVarInGroupByOp(analysisCtx,
+                        newMissingNullPlaceHolderVar, context);
             }
         }
 
@@ -570,14 +576,16 @@
             probeSubTree.setRoot(newProbeRootRef.getValue());
         }
         // Create regular indexed-nested loop join path.
-        ILogicalOperator indexPlanRootOp = createIndexSearchPlan(afterJoinRefs, joinRef,
-                new MutableObject<ILogicalExpression>(joinCond), indexSubTree.getAssignsAndUnnestsRefs(), indexSubTree,
-                probeSubTree, chosenIndex, analysisCtx, true, isLeftOuterJoin, true, context, newNullPlaceHolderVar);
+        ILogicalOperator indexPlanRootOp =
+                createIndexSearchPlan(afterJoinRefs, joinRef, new MutableObject<ILogicalExpression>(joinCond),
+                        indexSubTree.getAssignsAndUnnestsRefs(), indexSubTree, probeSubTree, chosenIndex, analysisCtx,
+                        true, isLeftOuterJoin, true, context, newMissingNullPlaceHolderVar, leftOuterMissingValue);
         indexSubTree.getDataSourceRef().setValue(indexPlanRootOp);
 
         // Change join into a select with the same condition.
-        SelectOperator topSelect = new SelectOperator(new MutableObject<ILogicalExpression>(joinCond), isLeftOuterJoin,
-                newNullPlaceHolderVar);
+        SelectOperator topSelect = isLeftOuterJoin
+                ? new SelectOperator(new MutableObject<>(joinCond), leftOuterMissingValue, newMissingNullPlaceHolderVar)
+                : new SelectOperator(new MutableObject<>(joinCond));
         topSelect.setSourceLocation(indexPlanRootOp.getSourceLocation());
         topSelect.getInputs().add(indexSubTree.getRootRef());
         topSelect.setExecutionMode(ExecutionMode.LOCAL);
@@ -802,8 +810,8 @@
                 isFilterableArgs.add(new MutableObject<ILogicalExpression>(inputSearchVarRef));
                 // Since we are optimizing a join, the similarity threshold should be the only constant in the optimizable function expression.
                 isFilterableArgs.add(new MutableObject<ILogicalExpression>(optFuncExpr.getConstantExpr(0)));
-                isFilterableArgs.add(new MutableObject<ILogicalExpression>(
-                        AccessMethodUtils.createInt32Constant(chosenIndex.getGramLength())));
+                isFilterableArgs.add(new MutableObject<ILogicalExpression>(AccessMethodUtils.createInt32Constant(
+                        ((Index.TextIndexDetails) chosenIndex.getIndexDetails()).getGramLength())));
                 boolean usePrePost = optFuncExpr.containsPartialField() ? false : true;
                 isFilterableArgs.add(
                         new MutableObject<ILogicalExpression>(AccessMethodUtils.createBooleanConstant(usePrePost)));
@@ -829,7 +837,7 @@
         }
 
         SelectOperator isFilterableSelectOp =
-                new SelectOperator(new MutableObject<ILogicalExpression>(isFilterableExpr), false, null);
+                new SelectOperator(new MutableObject<ILogicalExpression>(isFilterableExpr));
         isFilterableSelectOp.setSourceLocation(sourceLoc);
         isFilterableSelectOp.getInputs().add(new MutableObject<ILogicalOperator>(inputOp));
         isFilterableSelectOp.setExecutionMode(ExecutionMode.LOCAL);
@@ -842,7 +850,7 @@
                 FunctionUtil.getFunctionInfo(BuiltinFunctions.NOT), isNotFilterableArgs);
         isNotFilterableExpr.setSourceLocation(sourceLoc);
         SelectOperator isNotFilterableSelectOp =
-                new SelectOperator(new MutableObject<ILogicalExpression>(isNotFilterableExpr), false, null);
+                new SelectOperator(new MutableObject<ILogicalExpression>(isNotFilterableExpr));
         isNotFilterableSelectOp.setSourceLocation(sourceLoc);
         isNotFilterableSelectOp.getInputs().add(new MutableObject<ILogicalOperator>(inputOp));
         isNotFilterableSelectOp.setExecutionMode(ExecutionMode.LOCAL);
@@ -887,7 +895,8 @@
         jobGenParams.setSearchKeyType(typeTag);
     }
 
-    private void addFunctionSpecificArgs(IOptimizableFuncExpr optFuncExpr, InvertedIndexJobGenParams jobGenParams) {
+    private void addFunctionSpecificArgs(IOptimizableFuncExpr optFuncExpr, InvertedIndexJobGenParams jobGenParams)
+            throws CompilationException {
         if (optFuncExpr.getFuncExpr().getFunctionIdentifier() == BuiltinFunctions.STRING_CONTAINS) {
             jobGenParams.setSearchModifierType(SearchModifierType.CONJUNCTIVE);
             jobGenParams.setSimilarityThreshold(new AsterixConstantValue(AMissing.MISSING));
@@ -922,32 +931,12 @@
             // We check the last argument of the given full-text search to see whether conjunctive or disjunctive
             // search parameter is given. This is the last argument of the function call expression.
             AbstractFunctionCallExpression funcExpr = optFuncExpr.getFuncExpr();
-            jobGenParams.setSearchModifierType(getFullTextOption(funcExpr));
+            jobGenParams.setSearchModifierType(FullTextUtil.getFullTextSearchModeFromExpr(funcExpr));
 
             jobGenParams.setSimilarityThreshold(new AsterixConstantValue(ANull.NULL));
         }
     }
 
-    private static SearchModifierType getFullTextOption(AbstractFunctionCallExpression funcExpr) {
-        if (funcExpr.getArguments().size() < 3 || funcExpr.getArguments().size() % 2 != 0) {
-            // If no parameters or incorrect number of parameters are given, the default search type is returned.
-            return SearchModifierType.CONJUNCTIVE;
-        }
-        // From the third argument, it contains full-text search options.
-        for (int i = 2; i < funcExpr.getArguments().size(); i = i + 2) {
-            String optionName = ConstantExpressionUtil.getStringArgument(funcExpr, i);
-            if (optionName.equals(FullTextContainsDescriptor.SEARCH_MODE_OPTION)) {
-                String searchType = ConstantExpressionUtil.getStringArgument(funcExpr, i + 1);
-                if (searchType.equals(FullTextContainsDescriptor.CONJUNCTIVE_SEARCH_MODE_OPTION)) {
-                    return SearchModifierType.CONJUNCTIVE;
-                } else {
-                    return SearchModifierType.DISJUNCTIVE;
-                }
-            }
-        }
-        return null;
-    }
-
     private void addKeyVarsAndExprs(IOptimizableFuncExpr optFuncExpr, ArrayList<LogicalVariable> keyVarList,
             ArrayList<Mutable<ILogicalExpression>> keyExprList, IOptimizationContext context)
             throws AlgebricksException {
@@ -997,7 +986,9 @@
 
     private boolean isEditDistanceFuncJoinOptimizable(Index index, IOptimizableFuncExpr optFuncExpr) {
         if (index.isEnforced()) {
-            return isEditDistanceFuncCompatible(index.getKeyFieldTypes().get(0).getTypeTag(), index.getIndexType());
+            return isEditDistanceFuncCompatible(
+                    ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldTypes().get(0).getTypeTag(),
+                    index.getIndexType());
         } else {
             return isEditDistanceFuncCompatible(optFuncExpr.getFieldType(0).getTypeTag(), index.getIndexType());
         }
@@ -1046,13 +1037,14 @@
 
         if (typeTag == ATypeTag.STRING) {
             AString astr = (AString) listOrStrObj;
+            int gramLength = ((Index.TextIndexDetails) index.getIndexDetails()).getGramLength();
             // Compute merge threshold depending on the query grams contain pre- and postfixing
             if (optFuncExpr.containsPartialField()) {
-                mergeThreshold = (astr.getStringValue().length() - index.getGramLength() + 1)
-                        - edThresh.getIntegerValue() * index.getGramLength();
+                mergeThreshold =
+                        (astr.getStringValue().length() - gramLength + 1) - edThresh.getIntegerValue() * gramLength;
             } else {
-                mergeThreshold = (astr.getStringValue().length() + index.getGramLength() - 1)
-                        - edThresh.getIntegerValue() * index.getGramLength();
+                mergeThreshold =
+                        (astr.getStringValue().length() + gramLength - 1) - edThresh.getIntegerValue() * gramLength;
             }
         }
 
@@ -1105,7 +1097,7 @@
             if (targetVar == null) {
                 continue;
             }
-            return isJaccardFuncCompatible(optFuncExpr.getFuncExpr().getArguments().get(i).getValue(),
+            return isJaccardFuncCompatible(optFuncExpr.getArgument(i).getValue(),
                     optFuncExpr.getFieldType(i).getTypeTag(), index.getIndexType());
         }
 
@@ -1140,7 +1132,9 @@
 
     private boolean isFullTextContainsFuncJoinOptimizable(Index index, IOptimizableFuncExpr optFuncExpr) {
         if (index.isEnforced()) {
-            return isFullTextContainsFuncCompatible(index.getKeyFieldTypes().get(0).getTypeTag(), index.getIndexType());
+            return isFullTextContainsFuncCompatible(
+                    ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldTypes().get(0).getTypeTag(),
+                    index.getIndexType());
         } else {
             return isFullTextContainsFuncCompatible(optFuncExpr.getFieldType(0).getTypeTag(), index.getIndexType());
         }
@@ -1232,7 +1226,7 @@
         // Check that the constant search string has at least gramLength characters.
         if (strObj.getType().getTypeTag() == ATypeTag.STRING) {
             AString astr = (AString) strObj;
-            if (astr.getStringValue().length() >= index.getGramLength()) {
+            if (astr.getStringValue().length() >= ((Index.TextIndexDetails) index.getIndexDetails()).getGramLength()) {
                 return true;
             }
         }
@@ -1241,7 +1235,9 @@
 
     private boolean isContainsFuncJoinOptimizable(Index index, IOptimizableFuncExpr optFuncExpr) {
         if (index.isEnforced()) {
-            return isContainsFuncCompatible(index.getKeyFieldTypes().get(0).getTypeTag(), index.getIndexType());
+            return isContainsFuncCompatible(
+                    ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldTypes().get(0).getTypeTag(),
+                    index.getIndexType());
         } else {
             return isContainsFuncCompatible(optFuncExpr.getFieldType(0).getTypeTag(), index.getIndexType());
         }
@@ -1269,7 +1265,7 @@
                 boolean prePost = (searchModifierType == SearchModifierType.CONJUNCTIVE
                         || searchModifierType == SearchModifierType.CONJUNCTIVE_EDIT_DISTANCE) ? false : true;
                 return BinaryTokenizerFactoryProvider.INSTANCE.getNGramTokenizerFactory(searchKeyType,
-                        index.getGramLength(), prePost, false);
+                        ((Index.TextIndexDetails) index.getIndexDetails()).getGramLength(), prePost, false);
             }
             default: {
                 throw new CompilationException(ErrorCode.NO_TOKENIZER_FOR_TYPE, index.getIndexType());
@@ -1300,11 +1296,12 @@
                 switch (index.getIndexType()) {
                     case SINGLE_PARTITION_NGRAM_INVIX:
                     case LENGTH_PARTITIONED_NGRAM_INVIX: {
+                        int gramLength = ((Index.TextIndexDetails) index.getIndexDetails()).getGramLength();
                         // Edit distance on strings, filtered with overlapping grams.
                         if (searchModifierType == SearchModifierType.EDIT_DISTANCE) {
-                            return new EditDistanceSearchModifierFactory(index.getGramLength(), edThresh);
+                            return new EditDistanceSearchModifierFactory(gramLength, edThresh);
                         } else {
-                            return new ConjunctiveEditDistanceSearchModifierFactory(index.getGramLength(), edThresh);
+                            return new ConjunctiveEditDistanceSearchModifierFactory(gramLength, edThresh);
                         }
                     }
                     case SINGLE_PARTITION_WORD_INVIX:
@@ -1340,11 +1337,36 @@
     }
 
     @Override
+    public boolean matchIndexType(IndexType indexType) {
+        switch (indexType) {
+            case SINGLE_PARTITION_WORD_INVIX:
+            case SINGLE_PARTITION_NGRAM_INVIX:
+            case LENGTH_PARTITIONED_NGRAM_INVIX:
+            case LENGTH_PARTITIONED_WORD_INVIX:
+                return true;
+            default:
+                return false;
+        }
+    }
+
+    @Override
     public String getName() {
         return "INVERTED_INDEX_ACCESS_METHOD";
     }
 
     @Override
+    public boolean acceptsFunction(AbstractFunctionCallExpression functionExpr, Index index, IAType indexedFieldType,
+            boolean defaultNull, boolean finalStep) throws CompilationException {
+        if (defaultNull) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, "CAST modifier not allowed");
+        }
+        FunctionIdentifier funId = functionExpr.getFunctionIdentifier();
+        return AccessMethodUtils.isFieldAccess(funId) || funId.equals(BuiltinFunctions.GRAM_TOKENS)
+                || funId.equals(BuiltinFunctions.WORD_TOKENS) || funId.equals(BuiltinFunctions.SUBSTRING)
+                || funId.equals(BuiltinFunctions.SUBSTRING_BEFORE) || funId.equals(BuiltinFunctions.SUBSTRING_AFTER);
+    }
+
+    @Override
     public int compareTo(IAccessMethod o) {
         return this.getName().compareTo(o.getName());
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableFuncExpr.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableFuncExpr.java
index 7b04340..9c3ba68 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableFuncExpr.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableFuncExpr.java
@@ -23,6 +23,7 @@
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.types.IAType;
+import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
@@ -35,7 +36,9 @@
     protected final AbstractFunctionCallExpression funcExpr;
     protected final LogicalVariable[] logicalVars;
     protected final LogicalVariable[] sourceVars;
+    protected final int[] logicalVarsExprsIndexes;
     protected final ILogicalExpression[] logicalExprs;
+    protected final List<List<AbstractFunctionCallExpression>> stepsExprs; // all the transformations of a logical var
     protected final List<List<String>> fieldNames;
     protected final int[] fieldSources;
     protected final IAType[] fieldTypes;
@@ -45,17 +48,22 @@
     protected boolean partialField;
 
     public OptimizableFuncExpr(AbstractFunctionCallExpression funcExpr, LogicalVariable[] logicalVars,
-            ILogicalExpression[] constantExpressions, IAType[] constantExpressionTypes) {
+            int[] logicalVarsExprsIndexes, ILogicalExpression[] constantExpressions, IAType[] constantExpressionTypes) {
         this.funcExpr = funcExpr;
         this.logicalVars = logicalVars;
+        this.logicalVarsExprsIndexes = logicalVarsExprsIndexes;
         this.sourceVars = new LogicalVariable[logicalVars.length];
         this.logicalExprs = new ILogicalExpression[logicalVars.length];
         this.constantExpressionTypes = constantExpressionTypes;
         this.constantExpressions = constantExpressions;
         this.fieldSources = new int[logicalVars.length];
-        this.fieldNames = new ArrayList<List<String>>();
+        this.fieldNames = new ArrayList<>();
         for (int i = 0; i < logicalVars.length; i++) {
-            fieldNames.add(new ArrayList<String>());
+            fieldNames.add(new ArrayList<>());
+        }
+        this.stepsExprs = new ArrayList<>();
+        for (int i = 0; i < logicalVars.length; i++) {
+            stepsExprs.add(new ArrayList<>());
         }
         this.fieldTypes = new IAType[logicalVars.length];
         this.subTrees = new OptimizableOperatorSubTree[logicalVars.length];
@@ -69,7 +77,7 @@
 
     // Special, more convenient c'tor for simple binary functions.
     public OptimizableFuncExpr(AbstractFunctionCallExpression funcExpr, LogicalVariable logicalVar,
-            ILogicalExpression constantExpression, IAType constantExpressionType) {
+            ILogicalExpression constantExpression, IAType constantExpressionType, int varIndexInOptFunExpr) {
         this.funcExpr = funcExpr;
         this.logicalVars = new LogicalVariable[] { logicalVar };
         this.sourceVars = new LogicalVariable[1];
@@ -77,10 +85,15 @@
         this.constantExpressions = new ILogicalExpression[] { constantExpression };
         this.constantExpressionTypes = new IAType[] { constantExpressionType };
         this.fieldSources = new int[logicalVars.length];
-        this.fieldNames = new ArrayList<List<String>>();
+        this.fieldNames = new ArrayList<>();
         for (int i = 0; i < logicalVars.length; i++) {
-            fieldNames.add(new ArrayList<String>());
+            fieldNames.add(new ArrayList<>());
         }
+        this.stepsExprs = new ArrayList<>();
+        for (int i = 0; i < logicalVars.length; i++) {
+            stepsExprs.add(new ArrayList<>());
+        }
+        this.logicalVarsExprsIndexes = new int[] { varIndexInOptFunExpr };
         this.fieldTypes = new IAType[logicalVars.length];
         this.subTrees = new OptimizableOperatorSubTree[logicalVars.length];
         if (funcExpr.getFunctionIdentifier() == BuiltinFunctions.EDIT_DISTANCE_CONTAINS) {
@@ -157,6 +170,21 @@
     }
 
     @Override
+    public void addStepExpr(int index, AbstractFunctionCallExpression funcExpr) {
+        stepsExprs.get(index).add(funcExpr);
+    }
+
+    @Override
+    public List<AbstractFunctionCallExpression> getStepsExprs(int index) {
+        return stepsExprs.get(index);
+    }
+
+    @Override
+    public Mutable<ILogicalExpression> getArgument(int index) {
+        return funcExpr.getArguments().get(logicalVarsExprsIndexes[index]);
+    }
+
+    @Override
     public void setConstType(int index, IAType fieldType) {
         constantExpressionTypes[index] = fieldType;
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableOperatorSubTree.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableOperatorSubTree.java
index eeace15..c55edf9 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableOperatorSubTree.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/OptimizableOperatorSubTree.java
@@ -72,6 +72,7 @@
     private Mutable<ILogicalOperator> rootRef = null;
     private final List<Mutable<ILogicalOperator>> assignsAndUnnestsRefs = new ArrayList<>();
     private final List<AbstractLogicalOperator> assignsAndUnnests = new ArrayList<>();
+    private final Pair<Integer, Integer> lastMatchedDataSourceVars = new Pair<>(-1, -1);
     private Mutable<ILogicalOperator> dataSourceRef = null;
     private DataSourceType dataSourceType = DataSourceType.NO_DATASOURCE;
 
@@ -389,6 +390,8 @@
         setRecordType(null);
         setMetaRecordType(null);
         setIxJoinOuterAdditionalRecordTypes(null);
+        lastMatchedDataSourceVars.first = -1;
+        lastMatchedDataSourceVars.second = -1;
     }
 
     /**
@@ -428,6 +431,7 @@
                 }
                 break;
             case EXTERNAL_SCAN:
+            case COLLECTION_SCAN:
                 break;
             case NO_DATASOURCE:
             default:
@@ -590,4 +594,12 @@
         return varsToFieldNameMap;
     }
 
+    public Pair<Integer, Integer> getLastMatchedDataSourceVars() {
+        return lastMatchedDataSourceVars;
+    }
+
+    public void setLastMatchedDataSourceVars(int varIndex, int optVarIndex) {
+        this.lastMatchedDataSourceVars.first = varIndex;
+        this.lastMatchedDataSourceVars.second = optVarIndex;
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/RTreeAccessMethod.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/RTreeAccessMethod.java
index 80bf943..6959543 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/RTreeAccessMethod.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/RTreeAccessMethod.java
@@ -27,6 +27,8 @@
 import org.apache.asterix.common.annotations.SecondaryIndexSearchPreferenceAnnotation;
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
@@ -42,6 +44,7 @@
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.common.utils.Quadruple;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
@@ -50,6 +53,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -97,7 +101,7 @@
             List<AbstractLogicalOperator> assignsAndUnnests, AccessMethodAnalysisContext analysisCtx,
             IOptimizationContext context, IVariableTypeEnvironment typeEnvironment) throws AlgebricksException {
         boolean matches = AccessMethodUtils.analyzeFuncExprArgsForOneConstAndVarAndUpdateAnalysisCtx(funcExpr,
-                analysisCtx, context, typeEnvironment);
+                analysisCtx, context, typeEnvironment, false);
         if (!matches) {
             matches = AccessMethodUtils.analyzeFuncExprArgsForTwoVarsAndUpdateAnalysisCtx(funcExpr, analysisCtx);
         }
@@ -127,8 +131,8 @@
         IOptimizableFuncExpr optFuncExpr = AccessMethodUtils.chooseFirstOptFuncExpr(chosenIndex, analysisCtx);
 
         int optFieldIdx = AccessMethodUtils.chooseFirstOptFuncVar(chosenIndex, analysisCtx);
-        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(optFuncExpr.getFieldType(optFieldIdx),
-                optFuncExpr.getFieldName(optFieldIdx), recordType);
+        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(chosenIndex,
+                optFuncExpr.getFieldType(optFieldIdx), optFuncExpr.getFieldName(optFieldIdx), recordType);
         if (keyPairType == null) {
             return false;
         }
@@ -188,11 +192,12 @@
 
         analysisCtx.setIndexOnlyPlanInfo(indexOnlyPlanInfo);
 
-        ILogicalOperator primaryIndexUnnestOp = createIndexSearchPlan(afterSelectRefs, selectRef,
-                selectOp.getCondition(), subTree.getAssignsAndUnnestsRefs(), subTree, null, chosenIndex, analysisCtx,
-                AccessMethodUtils.retainInputs(subTree.getDataSourceVariables(), subTree.getDataSourceRef().getValue(),
-                        afterSelectRefs),
-                false, false, context, null);
+        ILogicalOperator primaryIndexUnnestOp =
+                createIndexSearchPlan(afterSelectRefs, selectRef, selectOp.getCondition(),
+                        subTree.getAssignsAndUnnestsRefs(), subTree, null, chosenIndex, analysisCtx,
+                        AccessMethodUtils.retainInputs(subTree.getDataSourceVariables(),
+                                subTree.getDataSourceRef().getValue(), afterSelectRefs),
+                        false, false, context, null, null);
 
         if (primaryIndexUnnestOp == null) {
             return false;
@@ -212,13 +217,17 @@
         return true;
     }
 
+    private static final AccessMethodUtils.SearchKeyRoundingFunctionProvider SEARCH_KEY_ROUNDING_FUNCTION_PROVIDER =
+            new AccessMethodUtils.SearchKeyRoundingFunctionProvider();
+
     @Override
     public ILogicalOperator createIndexSearchPlan(List<Mutable<ILogicalOperator>> afterTopRefs,
             Mutable<ILogicalOperator> topRef, Mutable<ILogicalExpression> conditionRef,
             List<Mutable<ILogicalOperator>> assignBeforeTopRefs, OptimizableOperatorSubTree indexSubTree,
             OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
             boolean retainInput, boolean retainNull, boolean requiresBroadcast, IOptimizationContext context,
-            LogicalVariable newNullPlaceHolderForLOJ) throws AlgebricksException {
+            LogicalVariable newMissingNullPlaceHolderForLOJ, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
         // TODO: We can probably do something smarter here based on selectivity or MBR area.
         IOptimizableFuncExpr optFuncExpr = AccessMethodUtils.chooseFirstOptFuncExpr(chosenIndex, analysisCtx);
 
@@ -229,7 +238,8 @@
         int optFieldIdx = AccessMethodUtils.chooseFirstOptFuncVar(chosenIndex, analysisCtx);
         IAType optFieldType = optFuncExpr.getFieldType(optFieldIdx);
         List<String> optFieldName = optFuncExpr.getFieldName(optFieldIdx);
-        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(optFieldType, optFieldName, recordType);
+        Pair<IAType, Boolean> keyPairType =
+                Index.getNonNullableOpenFieldType(chosenIndex, optFieldType, optFieldName, recordType);
         if (keyPairType == null) {
             return null;
         }
@@ -257,8 +267,9 @@
         ArrayList<LogicalVariable> keyVarList = new ArrayList<>();
         // List of expressions for the assign.
         ArrayList<Mutable<ILogicalExpression>> keyExprList = new ArrayList<>();
-        ILogicalExpression returnedSearchKeyExpr =
-                AccessMethodUtils.createSearchKeyExpr(chosenIndex, optFuncExpr, optFieldType, probeSubTree).first;
+        Triple<ILogicalExpression, ILogicalExpression, Boolean> returnedSearchKeyExpr =
+                AccessMethodUtils.createSearchKeyExpr(chosenIndex, optFuncExpr, optFieldType, probeSubTree,
+                        SEARCH_KEY_ROUNDING_FUNCTION_PROVIDER);
 
         for (int i = 0; i < numSecondaryKeys; i++) {
             // The create MBR function "extracts" one field of an MBR around the given spatial object.
@@ -266,7 +277,7 @@
                     new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.CREATE_MBR));
             createMBR.setSourceLocation(optFuncExpr.getFuncExpr().getSourceLocation());
             // Spatial object is the constant from the func expr we are optimizing.
-            createMBR.getArguments().add(new MutableObject<>(returnedSearchKeyExpr.cloneExpression()));
+            createMBR.getArguments().add(new MutableObject<>(returnedSearchKeyExpr.first.cloneExpression()));
             // The number of dimensions
             createMBR.getArguments().add(new MutableObject<ILogicalExpression>(
                     new ConstantExpression(new AsterixConstantValue(new AInt32(numDimensions)))));
@@ -300,7 +311,7 @@
 
         ILogicalOperator secondaryIndexUnnestOp = AccessMethodUtils.createSecondaryIndexUnnestMap(dataset, recordType,
                 metaRecordType, chosenIndex, assignSearchKeys, jobGenParams, context, retainInput, retainNull,
-                generateInstantTrylockResultFromIndexSearch);
+                generateInstantTrylockResultFromIndexSearch, leftOuterMissingValue);
 
         // Generates the rest of the upstream plan which feeds the search results into the primary index.
         return dataset.getDatasetType() == DatasetType.EXTERNAL
@@ -308,16 +319,16 @@
                         secondaryIndexUnnestOp, context, chosenIndex, retainInput, retainNull)
                 : AccessMethodUtils.createRestOfIndexSearchPlan(afterTopRefs, topRef, conditionRef, assignBeforeTopRefs,
                         dataSourceOp, dataset, recordType, metaRecordType, secondaryIndexUnnestOp, context, true,
-                        retainInput, retainNull, false, chosenIndex, analysisCtx, indexSubTree,
-                        newNullPlaceHolderForLOJ);
+                        retainInput, retainNull, false, chosenIndex, analysisCtx, indexSubTree, null,
+                        newMissingNullPlaceHolderForLOJ, leftOuterMissingValue, returnedSearchKeyExpr.third);
     }
 
     @Override
     public boolean applyJoinPlanTransformation(List<Mutable<ILogicalOperator>> afterJoinRefs,
             Mutable<ILogicalOperator> joinRef, OptimizableOperatorSubTree leftSubTree,
             OptimizableOperatorSubTree rightSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx,
-            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy)
-            throws AlgebricksException {
+            IOptimizationContext context, boolean isLeftOuterJoin, boolean isLeftOuterJoinWithSpecialGroupBy,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) joinRef.getValue();
         Mutable<ILogicalExpression> conditionRef = joinOp.getCondition();
 
@@ -342,12 +353,12 @@
             return false;
         }
 
-        LogicalVariable newNullPlaceHolderVar = null;
+        LogicalVariable newMissingNullPlaceHolderVar = null;
         if (isLeftOuterJoin) {
-            // Gets a new null place holder variable that is the first field variable of the primary key
+            // Gets a new missing (or null) place holder variable that is the first field variable of the primary key
             // from the indexSubTree's datasourceScanOp.
             // We need this for all left outer joins, even those that do not have a special GroupBy
-            newNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
+            newMissingNullPlaceHolderVar = indexSubTree.getDataSourceVariables().get(0);
         }
 
         boolean canContinue = AccessMethodUtils.setIndexOnlyPlanInfo(afterJoinRefs, joinRef, probeSubTree, indexSubTree,
@@ -358,15 +369,15 @@
 
         ILogicalOperator indexSearchOp = createIndexSearchPlan(afterJoinRefs, joinRef, conditionRef,
                 indexSubTree.getAssignsAndUnnestsRefs(), indexSubTree, probeSubTree, chosenIndex, analysisCtx, true,
-                isLeftOuterJoin, true, context, newNullPlaceHolderVar);
+                isLeftOuterJoin, true, context, newMissingNullPlaceHolderVar, leftOuterMissingValue);
 
         if (indexSearchOp == null) {
             return false;
         }
 
         return AccessMethodUtils.finalizeJoinPlanTransformation(afterJoinRefs, joinRef, indexSubTree, probeSubTree,
-                analysisCtx, context, isLeftOuterJoin, isLeftOuterJoinWithSpecialGroupBy, indexSearchOp,
-                newNullPlaceHolderVar, conditionRef, dataset);
+                analysisCtx, context, isLeftOuterJoin, isLeftOuterJoinWithSpecialGroupBy, leftOuterMissingValue,
+                indexSearchOp, newMissingNullPlaceHolderVar, conditionRef, dataset, chosenIndex);
     }
 
     @Override
@@ -385,11 +396,25 @@
     }
 
     @Override
+    public boolean matchIndexType(IndexType indexType) {
+        return indexType == IndexType.RTREE;
+    }
+
+    @Override
     public String getName() {
         return "RTREE_ACCESS_METHOD";
     }
 
     @Override
+    public boolean acceptsFunction(AbstractFunctionCallExpression functionExpr, Index index, IAType indexedFieldType,
+            boolean defaultNull, boolean finalStep) throws CompilationException {
+        if (defaultNull) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, "CAST modifier not allowed");
+        }
+        return AccessMethodUtils.isFieldAccess(functionExpr.getFunctionIdentifier());
+    }
+
+    @Override
     public int compareTo(IAccessMethod o) {
         return this.getName().compareTo(o.getName());
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/AbstractOperatorFromSubplanRewrite.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/AbstractOperatorFromSubplanRewrite.java
new file mode 100644
index 0000000..ba70aff
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/AbstractOperatorFromSubplanRewrite.java
@@ -0,0 +1,518 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.asterix.common.config.DatasetConfig;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.om.base.AInt16;
+import org.apache.asterix.om.base.AInt32;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AInt8;
+import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.optimizer.base.AnalysisUtil;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+abstract public class AbstractOperatorFromSubplanRewrite<T> implements IIntroduceAccessMethodRuleLocalRewrite<T> {
+    private final static List<IAlgebricksConstantValue> ZEROS_AS_ASTERIX_CONSTANTS =
+            Arrays.asList(new IAlgebricksConstantValue[] { new AsterixConstantValue(new AInt64(0)),
+                    new AsterixConstantValue(new AInt32(0)), new AsterixConstantValue(new AInt16((short) 0)),
+                    new AsterixConstantValue(new AInt8((byte) 0)) });
+
+    private Set<FunctionIdentifier> optimizableFunctions;
+    private IOptimizationContext context;
+    private SourceLocation sourceLocation;
+
+    public static boolean isApplicableForRewriteCursory(MetadataProvider metadataProvider, ILogicalOperator workingOp)
+            throws AlgebricksException {
+        boolean isApplicableForRewrite = false;
+        if (workingOp.getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN) {
+            DataSourceScanOperator dataSourceScanOperator = (DataSourceScanOperator) workingOp;
+            Pair<DataverseName, String> datasetInfo = AnalysisUtil.getDatasetInfo(dataSourceScanOperator);
+            DataverseName dataverseName = datasetInfo.first;
+            String datasetName = datasetInfo.second;
+            if (metadataProvider.getDatasetIndexes(dataverseName, datasetName).stream()
+                    .anyMatch(i -> i.getIndexType() == DatasetConfig.IndexType.ARRAY)) {
+                return true;
+            }
+        }
+
+        for (Mutable<ILogicalOperator> inputOp : workingOp.getInputs()) {
+            isApplicableForRewrite |= isApplicableForRewriteCursory(metadataProvider, inputOp.getValue());
+        }
+        return isApplicableForRewrite;
+    }
+
+    protected void reset(SourceLocation sourceLocation, IOptimizationContext context,
+            Set<FunctionIdentifier> optimizableFunctions) {
+        this.optimizableFunctions = optimizableFunctions;
+        this.sourceLocation = sourceLocation;
+        this.context = context;
+    }
+
+    protected LogicalVariable getConditioningVariable(ILogicalExpression condition) {
+        List<Mutable<ILogicalExpression>> selectConjuncts = new ArrayList<>();
+        if (splitIntoConjuncts(condition, selectConjuncts)) {
+            for (Mutable<ILogicalExpression> conjunct : selectConjuncts) {
+                if (conjunct.getValue().getExpressionTag().equals(LogicalExpressionTag.VARIABLE)) {
+                    return ((VariableReferenceExpression) conjunct.getValue()).getVariableReference();
+                }
+            }
+
+        } else if (condition.getExpressionTag().equals(LogicalExpressionTag.VARIABLE)) {
+            return ((VariableReferenceExpression) condition).getVariableReference();
+
+        }
+        return null;
+    }
+
+    protected Pair<SelectOperator, UnnestOperator> traverseSubplanBranch(SubplanOperator subplanOperator,
+            ILogicalOperator parentInput, boolean isConnectInput) throws AlgebricksException {
+        AggregateOperator workingSubplanRootAsAggregate = getAggregateFromSubplan(subplanOperator);
+        if (workingSubplanRootAsAggregate == null) {
+            return null;
+        }
+
+        // Find (or create, in the SOME AND EVERY case) a SELECT that we can potentially optimize.
+        SelectOperator optimizableSelect = getSelectFromPlan(workingSubplanRootAsAggregate);
+        if (optimizableSelect == null) {
+            return null;
+        }
+
+        // Ensure that this SELECT represents a predicate for an existential query, and is a query we can optimize.
+        ILogicalExpression normalizedSelectCondition =
+                normalizeCondition(workingSubplanRootAsAggregate, optimizableSelect.getCondition().getValue());
+        normalizedSelectCondition = keepOptimizableFunctions(normalizedSelectCondition).cloneExpression();
+
+        // Create a copy of this SELECT, and set this to our rewrite root.
+        SelectOperator rewriteRootSelect = new SelectOperator(new MutableObject<>(normalizedSelectCondition),
+                optimizableSelect.getRetainMissingAsValue(), optimizableSelect.getMissingPlaceholderVariable());
+        rewriteRootSelect.setSourceLocation(sourceLocation);
+        rewriteRootSelect.setExecutionMode(optimizableSelect.getExecutionMode());
+
+        // Follow this SELECT to the root of our nested-plan branch (i.e. the NESTED-TUPLE-SOURCE).
+        ILogicalOperator workingNewOperator = rewriteRootSelect;
+        UnnestOperator bottommostNewUnnest = null;
+        ILogicalOperator workingOriginalOperator = optimizableSelect.getInputs().get(0).getValue();
+        while (!workingOriginalOperator.getOperatorTag().equals(LogicalOperatorTag.NESTEDTUPLESOURCE)) {
+            if (workingOriginalOperator.getInputs().isEmpty()) {
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                        workingSubplanRootAsAggregate.getSourceLocation(),
+                        "NESTED-TUPLE-SOURCE expected in nested plan branch, but not found.");
+            }
+
+            ScalarFunctionCallExpression updatedSelectCond;
+            SelectOperator updatedSelectOperator;
+            switch (workingOriginalOperator.getOperatorTag()) {
+                case UNNEST:
+                    UnnestOperator originalUnnest = (UnnestOperator) workingOriginalOperator;
+                    UnnestOperator newUnnest =
+                            new UnnestOperator(originalUnnest.getVariable(), originalUnnest.getExpressionRef());
+                    newUnnest.setSourceLocation(sourceLocation);
+                    workingNewOperator.getInputs().add(new MutableObject<>(newUnnest));
+                    workingNewOperator = newUnnest;
+                    bottommostNewUnnest = (UnnestOperator) workingNewOperator;
+                    break;
+
+                case ASSIGN:
+                    AssignOperator originalAssign = (AssignOperator) workingOriginalOperator;
+                    AssignOperator newAssign =
+                            new AssignOperator(originalAssign.getVariables(), originalAssign.getExpressions());
+                    newAssign.setSourceLocation(sourceLocation);
+                    workingNewOperator.getInputs().add(new MutableObject<>(newAssign));
+                    workingNewOperator = newAssign;
+                    break;
+
+                case SELECT:
+                    // If we encounter another SELECT, then we have multiple quantifiers. Transform our new SELECT to
+                    // include this condition.
+                    updatedSelectCond = coalesceConditions(rewriteRootSelect, workingOriginalOperator);
+                    updatedSelectOperator = new SelectOperator(new MutableObject<>(updatedSelectCond),
+                            rewriteRootSelect.getRetainMissingAsValue(),
+                            rewriteRootSelect.getMissingPlaceholderVariable());
+                    updatedSelectOperator.setSourceLocation(sourceLocation);
+                    updatedSelectOperator.getInputs().addAll(rewriteRootSelect.getInputs());
+                    rewriteRootSelect = updatedSelectOperator;
+                    if (workingNewOperator.getOperatorTag().equals(LogicalOperatorTag.SELECT)) {
+                        workingNewOperator = rewriteRootSelect;
+                    }
+                    break;
+
+                case SUBPLAN:
+                    // If we encounter another subplan, then we must look to include any SELECTs from here as well.
+                    Pair<SelectOperator, UnnestOperator> traversalOutput =
+                            traverseSubplanBranch((SubplanOperator) workingOriginalOperator, optimizableSelect, false);
+                    if (traversalOutput != null) {
+                        updatedSelectCond = coalesceConditions(rewriteRootSelect, traversalOutput.first);
+                        updatedSelectOperator = new SelectOperator(new MutableObject<>(updatedSelectCond),
+                                rewriteRootSelect.getRetainMissingAsValue(),
+                                rewriteRootSelect.getMissingPlaceholderVariable());
+                        updatedSelectOperator.setSourceLocation(sourceLocation);
+                        updatedSelectOperator.getInputs().addAll(rewriteRootSelect.getInputs());
+                        rewriteRootSelect = updatedSelectOperator;
+                        if (workingNewOperator.getOperatorTag().equals(LogicalOperatorTag.SELECT)) {
+                            workingNewOperator = rewriteRootSelect;
+                        }
+
+                        // Add the inputs from our subplan.
+                        Mutable<ILogicalOperator> traversalOperator = traversalOutput.first.getInputs().get(0);
+                        while (traversalOperator != null) {
+                            workingNewOperator.getInputs().add(new MutableObject<>(
+                                    OperatorManipulationUtil.deepCopy(traversalOperator.getValue())));
+                            workingNewOperator = workingNewOperator.getInputs().get(0).getValue();
+                            traversalOperator = (traversalOperator.getValue().getInputs().isEmpty()) ? null
+                                    : traversalOperator.getValue().getInputs().get(0);
+                        }
+                        workingNewOperator.getInputs().clear();
+                        bottommostNewUnnest = traversalOutput.second;
+                        break;
+                    }
+
+                default:
+                    return null;
+            }
+
+            workingOriginalOperator = workingOriginalOperator.getInputs().get(0).getValue();
+        }
+
+        // Sanity check: we should always be working with an UNNEST at this stage.
+        if (bottommostNewUnnest == null) {
+            return null;
+        }
+
+        // If we are working with strict universal quantification, then we must also check whether we have a
+        // conjunct that asserts that the array should also be non-empty.
+        if (isStrictUniversalQuantification(workingSubplanRootAsAggregate)
+                && isArrayNonEmptyConjunctMissing(bottommostNewUnnest, subplanOperator.getInputs().get(0).getValue())
+                && (parentInput == null || isArrayNonEmptyConjunctMissing(bottommostNewUnnest, parentInput))) {
+            return null;
+        }
+
+        // We have added everything we need in our nested-plan branch. Now, connect the input of our SUBPLAN to our
+        // current working branch.
+        if (isConnectInput) {
+            bottommostNewUnnest.getInputs().addAll(subplanOperator.getInputs());
+            OperatorManipulationUtil.computeTypeEnvironmentBottomUp(rewriteRootSelect, context);
+        }
+
+        return new Pair<>(rewriteRootSelect, bottommostNewUnnest);
+    }
+
+    protected ScalarFunctionCallExpression coalesceConditions(SelectOperator selectOp, ILogicalOperator auxOp) {
+        ScalarFunctionCallExpression combinedCondition =
+                new ScalarFunctionCallExpression(BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND));
+        combinedCondition.setSourceLocation(selectOp.getSourceLocation());
+
+        List<Mutable<ILogicalExpression>> conjuncts = new ArrayList<>();
+        if (splitIntoConjuncts(selectOp.getCondition().getValue(), conjuncts)) {
+            combinedCondition.getArguments().addAll(conjuncts);
+            conjuncts.clear();
+        } else {
+            combinedCondition.getArguments().add(selectOp.getCondition());
+        }
+
+        switch (auxOp.getOperatorTag()) {
+            case LEFTOUTERJOIN:
+            case INNERJOIN:
+                AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) auxOp;
+                if (splitIntoConjuncts(joinOp.getCondition().getValue(), conjuncts)) {
+                    combinedCondition.getArguments().addAll(conjuncts);
+                } else {
+                    combinedCondition.getArguments().add(joinOp.getCondition());
+                }
+                break;
+
+            case SELECT:
+                SelectOperator selectOp2 = (SelectOperator) auxOp;
+                if (splitIntoConjuncts(selectOp2.getCondition().getValue(), conjuncts)) {
+                    combinedCondition.getArguments().addAll(conjuncts);
+                } else {
+                    combinedCondition.getArguments().add(selectOp2.getCondition());
+                }
+                break;
+        }
+
+        return combinedCondition;
+    }
+
+    private SelectOperator getSelectFromPlan(AggregateOperator subplanRoot) {
+        ILogicalExpression aggregateCondition = null;
+        boolean isNonEmptyStream = false;
+        for (Mutable<ILogicalExpression> expression : subplanRoot.getExpressions()) {
+            AggregateFunctionCallExpression aggExpression = (AggregateFunctionCallExpression) expression.getValue();
+            if (aggExpression.getFunctionIdentifier().equals(BuiltinFunctions.NON_EMPTY_STREAM)) {
+                isNonEmptyStream = true;
+
+            } else if (aggExpression.isTwoStep()
+                    && aggExpression.getStepOneAggregate().getFunctionIdentifier().equals(BuiltinFunctions.SQL_COUNT)
+                    && aggExpression.getStepTwoAggregate().getFunctionIdentifier().equals(BuiltinFunctions.SQL_SUM)
+                    && aggExpression.getArguments().get(0).getValue().getExpressionTag()
+                            .equals(LogicalExpressionTag.FUNCTION_CALL)) {
+                AbstractFunctionCallExpression switchExpression =
+                        (AbstractFunctionCallExpression) aggExpression.getArguments().get(0).getValue();
+
+                ILogicalExpression arg1 = switchExpression.getArguments().get(0).getValue();
+                ILogicalExpression arg2 = switchExpression.getArguments().get(1).getValue();
+                ILogicalExpression arg3 = switchExpression.getArguments().get(2).getValue();
+                ILogicalExpression arg4 = switchExpression.getArguments().get(3).getValue();
+                if (arg2.getExpressionTag().equals(LogicalExpressionTag.CONSTANT)
+                        && arg3.getExpressionTag().equals(LogicalExpressionTag.CONSTANT)
+                        && arg4.getExpressionTag().equals(LogicalExpressionTag.CONSTANT)
+                        && ((ConstantExpression) arg2).getValue().isTrue()
+                        && ((ConstantExpression) arg3).getValue().isNull()
+                        && ((ConstantExpression) arg4).getValue().isTrue()) {
+                    aggregateCondition = arg1;
+                }
+            }
+        }
+
+        // First, try to create a SELECT from the aggregate itself (i.e. handle the SOME AND EVERY case).
+        if (isNonEmptyStream && aggregateCondition != null) {
+            SelectOperator selectFromAgg = new SelectOperator(new MutableObject<>(aggregateCondition));
+            selectFromAgg.getInputs().addAll(subplanRoot.getInputs());
+            selectFromAgg.setSourceLocation(sourceLocation);
+            return selectFromAgg;
+        }
+
+        // If we could not create a SELECT from the aggregate, try to find a SELECT inside the subplan itself.
+        ILogicalOperator workingOperator = subplanRoot.getInputs().get(0).getValue();
+        while (workingOperator != null) {
+            if (workingOperator.getOperatorTag().equals(LogicalOperatorTag.SELECT)) {
+                return (SelectOperator) workingOperator;
+            }
+            workingOperator =
+                    (workingOperator.getInputs().isEmpty()) ? null : workingOperator.getInputs().get(0).getValue();
+        }
+
+        // We could not find a SELECT.
+        return null;
+    }
+
+    private ILogicalExpression keepOptimizableFunctions(ILogicalExpression cond) {
+        if (cond.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            AbstractFunctionCallExpression func = (AbstractFunctionCallExpression) cond;
+            List<Mutable<ILogicalExpression>> conjuncts = new ArrayList<>();
+            if (splitIntoConjuncts(func, conjuncts)) {
+                List<Mutable<ILogicalExpression>> optimizableConjuncts = new ArrayList<>();
+                for (Mutable<ILogicalExpression> conjunct : conjuncts) {
+                    if (conjunct.getValue().getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)
+                            && optimizableFunctions.contains(
+                                    ((AbstractFunctionCallExpression) conjunct.getValue()).getFunctionIdentifier())) {
+                        optimizableConjuncts.add(conjunct);
+                    }
+                }
+
+                if (optimizableConjuncts.size() == 1) {
+                    return optimizableConjuncts.get(0).getValue();
+
+                } else if (optimizableConjuncts.size() > 1) {
+                    ScalarFunctionCallExpression andCond = new ScalarFunctionCallExpression(
+                            BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND));
+                    andCond.setSourceLocation(cond.getSourceLocation());
+                    andCond.getArguments().addAll(optimizableConjuncts);
+                    return andCond;
+                }
+
+            } else if (func.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)
+                    && optimizableFunctions.contains(func.getFunctionIdentifier())) {
+                return cond;
+
+            }
+        }
+
+        return ConstantExpression.TRUE;
+    }
+
+    private AggregateOperator getAggregateFromSubplan(SubplanOperator subplanOperator) {
+        // We only expect one plan, and one root.
+        if (subplanOperator.getNestedPlans().size() > 1
+                || subplanOperator.getNestedPlans().get(0).getRoots().size() > 1) {
+            return null;
+        }
+
+        // This root of our "subplan" should always be an aggregate.
+        ILogicalOperator workingSubplanRoot = subplanOperator.getNestedPlans().get(0).getRoots().get(0).getValue();
+        AggregateOperator workingSubplanRootAsAggregate;
+        if (!workingSubplanRoot.getOperatorTag().equals(LogicalOperatorTag.AGGREGATE)) {
+            return null;
+        }
+        workingSubplanRootAsAggregate = (AggregateOperator) workingSubplanRoot;
+        return workingSubplanRootAsAggregate;
+    }
+
+    private boolean isStrictUniversalQuantification(AggregateOperator workingSubplanRoot) {
+        for (Mutable<ILogicalExpression> expression : workingSubplanRoot.getExpressions()) {
+            AggregateFunctionCallExpression funcExpr = (AggregateFunctionCallExpression) expression.getValue();
+            if (funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.EMPTY_STREAM)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private boolean isArrayNonEmptyConjunctMissing(UnnestOperator firstUnnestInNTS, ILogicalOperator subplanInput) {
+        UnnestingFunctionCallExpression unnestFunction =
+                (UnnestingFunctionCallExpression) firstUnnestInNTS.getExpressionRef().getValue();
+        VariableReferenceExpression unnestVarExpr =
+                (VariableReferenceExpression) unnestFunction.getArguments().get(0).getValue();
+        LogicalVariable arrayVariable = unnestVarExpr.getVariableReference();
+
+        if (!subplanInput.getOperatorTag().equals(LogicalOperatorTag.SELECT)) {
+            return true;
+        }
+
+        ILogicalExpression selectCondExpr =
+                normalizeCondition(null, ((SelectOperator) subplanInput).getCondition().getValue());
+        List<Mutable<ILogicalExpression>> conjunctsFromSelect = new ArrayList<>();
+        if (splitIntoConjuncts(selectCondExpr, conjunctsFromSelect)) {
+            // We have a collection of conjuncts. Analyze each conjunct w/ a function.
+            for (Mutable<ILogicalExpression> mutableConjunct : conjunctsFromSelect) {
+                ILogicalExpression workingConjunct = mutableConjunct.getValue();
+                if (workingConjunct.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)
+                        && analyzeConjunctForArrayNonEmptiness(arrayVariable,
+                                (ScalarFunctionCallExpression) workingConjunct)) {
+                    return false;
+                }
+            }
+
+            // No such conjunct found.
+            return true;
+        }
+
+        if (!selectCondExpr.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            return true;
+        }
+        return !analyzeConjunctForArrayNonEmptiness(arrayVariable, (ScalarFunctionCallExpression) selectCondExpr);
+    }
+
+    private boolean analyzeConjunctForArrayNonEmptiness(LogicalVariable arrayVariable,
+            ScalarFunctionCallExpression workingSelectCondExpr) {
+        // Handle the conjunct: LEN(arrayVar) > 0
+        if (workingSelectCondExpr.getFunctionIdentifier().equals(BuiltinFunctions.GT)) {
+            ILogicalExpression firstArg = workingSelectCondExpr.getArguments().get(0).getValue();
+            ILogicalExpression secondArg = workingSelectCondExpr.getArguments().get(1).getValue();
+
+            if (firstArg.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)
+                    && ((ScalarFunctionCallExpression) firstArg).getFunctionIdentifier().equals(BuiltinFunctions.LEN)) {
+                ScalarFunctionCallExpression lenFunction = (ScalarFunctionCallExpression) firstArg;
+                List<LogicalVariable> usedVariables = new ArrayList<>();
+                lenFunction.getUsedVariables(usedVariables);
+
+                return usedVariables.contains(arrayVariable)
+                        && secondArg.getExpressionTag().equals(LogicalExpressionTag.CONSTANT)
+                        && ZEROS_AS_ASTERIX_CONSTANTS.contains(((ConstantExpression) secondArg).getValue());
+            }
+        }
+
+        // Handle the conjunct: 0 < LEN(arrayVar)
+        else if (workingSelectCondExpr.getFunctionIdentifier().equals(BuiltinFunctions.LT)) {
+            ILogicalExpression firstArg = workingSelectCondExpr.getArguments().get(0).getValue();
+            ILogicalExpression secondArg = workingSelectCondExpr.getArguments().get(1).getValue();
+
+            if (secondArg.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)
+                    && ((ScalarFunctionCallExpression) secondArg).getFunctionIdentifier()
+                            .equals(BuiltinFunctions.LEN)) {
+                ScalarFunctionCallExpression lenFunction = (ScalarFunctionCallExpression) secondArg;
+                List<LogicalVariable> usedVariables = new ArrayList<>();
+                lenFunction.getUsedVariables(usedVariables);
+
+                return usedVariables.contains(arrayVariable)
+                        && firstArg.getExpressionTag().equals(LogicalExpressionTag.CONSTANT)
+                        && ZEROS_AS_ASTERIX_CONSTANTS.contains(((ConstantExpression) firstArg).getValue());
+            }
+        }
+
+        return false;
+    }
+
+    private ILogicalExpression normalizeCondition(AggregateOperator aggregateOperator, ILogicalExpression expr) {
+        // The purpose of this function is to remove the NOT(IF-MISSING-OR-NULL(...)) functions for a strict universal
+        // quantification query. The {@code ArrayBTreeAccessMethod} does not recognize the former as optimizable
+        // functions, so we remove them here. This SELECT will never make it to the final query plan (after the
+        // {@code IntroduceSelectAccessMethodRule}), which allows us to get away with this logically incorrect branch.
+        if (aggregateOperator != null && !isStrictUniversalQuantification(aggregateOperator)) {
+            // We are working with an existential quantification OR an EACH AND EVERY query. Do not modify the SELECT.
+            return expr;
+
+        } else {
+            // We are working with a strict universal quantification query.
+            ScalarFunctionCallExpression notFunction = (ScalarFunctionCallExpression) expr;
+            if (!notFunction.getFunctionIdentifier().equals(BuiltinFunctions.NOT)) {
+                return expr;
+            }
+
+            ScalarFunctionCallExpression ifMissingOrNullFunction =
+                    (ScalarFunctionCallExpression) notFunction.getArguments().get(0).getValue();
+            if (!ifMissingOrNullFunction.getFunctionIdentifier().equals(BuiltinFunctions.IF_MISSING_OR_NULL)) {
+                return expr;
+            }
+            return ifMissingOrNullFunction.getArguments().get(0).getValue().cloneExpression();
+        }
+    }
+
+    private boolean splitIntoConjuncts(ILogicalExpression expression, List<Mutable<ILogicalExpression>> conjuncts) {
+        List<Mutable<ILogicalExpression>> exprConjuncts = new ArrayList<>();
+        if (expression.splitIntoConjuncts(exprConjuncts)) {
+            for (Mutable<ILogicalExpression> conjunct : exprConjuncts) {
+                List<Mutable<ILogicalExpression>> innerExprConjuncts = new ArrayList<>();
+                if (splitIntoConjuncts(conjunct.getValue(), innerExprConjuncts)) {
+                    conjuncts.addAll(innerExprConjuncts);
+                } else {
+                    conjuncts.add(conjunct);
+                }
+            }
+            return true;
+        }
+        return false;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/ArrayIndexStructureMatcher.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/ArrayIndexStructureMatcher.java
new file mode 100644
index 0000000..62b266a
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/ArrayIndexStructureMatcher.java
@@ -0,0 +1,212 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
+import org.apache.asterix.om.base.AInt32;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.optimizer.rules.am.OptimizableOperatorSubTree;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+
+public class ArrayIndexStructureMatcher implements ArrayIndexUtil.TypeTrackerCommandExecutor {
+    private final List<AbstractLogicalOperator> logicalOperators = new ArrayList<>();
+    private int lastMatchedPosition = -1;
+    private boolean isStructureMatched = true;
+
+    private LogicalVariable varFromParent;
+    private IAType typeFromParent;
+
+    @Override
+    public void executeActionOnEachArrayStep(ARecordType startingStepRecordType, IAType workingType,
+            List<String> fieldName, boolean isFirstArrayStep, boolean isLastUnnestInIntermediateStep) {
+        // Avoiding exploring, we could not match an earlier array step.
+        if (!isStructureMatched) {
+            return;
+        }
+
+        // Match our field name and a set of ASSIGNs.
+        boolean isStructureMatchedForThisStep = matchAssignVarAndFieldName(startingStepRecordType, fieldName);
+
+        // Match an UNNEST operator with the tail of the previously matched ASSIGN.
+        if (isStructureMatchedForThisStep) {
+            isStructureMatchedForThisStep = matchUnnestVar();
+        }
+
+        // Update our flags.
+        isStructureMatched = isStructureMatched && isStructureMatchedForThisStep;
+    }
+
+    @Override
+    public void executeActionOnFinalArrayStep(ARecordType startingStepRecordType, List<String> fieldName,
+            boolean isNonArrayStep, boolean requiresOnlyOneUnnest) {
+        if (isNonArrayStep) {
+            isStructureMatched = isStructureMatched && matchAssignVarAndFieldName(startingStepRecordType, fieldName);
+        }
+
+        if (!isStructureMatched) {
+            // If no match is found, signal this to our caller.
+            varFromParent = null;
+            lastMatchedPosition = -1;
+        }
+    }
+
+    public void reset(LogicalVariable assignVar, OptimizableOperatorSubTree subTree) {
+        varFromParent = assignVar;
+        typeFromParent = null;
+
+        // We start by assuming that the structure is matched, and try to find steps where this does not hold.
+        isStructureMatched = true;
+
+        // Build our list from the ASSIGNs and UNNESTs collected in our subtree.
+        lastMatchedPosition = -1;
+        logicalOperators.clear();
+        logicalOperators.addAll(subTree.getAssignsAndUnnests());
+        Collections.reverse(logicalOperators);
+    }
+
+    public LogicalVariable getEndVar() {
+        return varFromParent;
+    }
+
+    public ILogicalOperator getEndOperator() {
+        return (lastMatchedPosition == -1) ? null : logicalOperators.get(lastMatchedPosition);
+    }
+
+    private boolean matchUnnestVar() {
+        boolean isStructureMatchedFoundForThisStep = false;
+        AbstractLogicalOperator workingOp;
+        int searchPosition = lastMatchedPosition + 1;
+
+        // Match the UNNEST variable. Ignore any ASSIGNs we run into here.
+        while (!isStructureMatchedFoundForThisStep && searchPosition < logicalOperators.size()) {
+            workingOp = logicalOperators.get(searchPosition);
+
+            if (workingOp.getOperatorTag().equals(LogicalOperatorTag.UNNEST)) {
+                UnnestOperator workingOpAsUnnest = (UnnestOperator) workingOp;
+                List<LogicalVariable> expressionUsedVariables = new ArrayList<>();
+                ILogicalExpression unnestExpr = workingOpAsUnnest.getExpressionRef().getValue();
+                unnestExpr.getUsedVariables(expressionUsedVariables);
+
+                if (expressionUsedVariables.contains(varFromParent)) {
+                    varFromParent = workingOpAsUnnest.getVariable();
+                    lastMatchedPosition = searchPosition;
+                    isStructureMatchedFoundForThisStep = true;
+
+                }
+            }
+            searchPosition++;
+        }
+        return isStructureMatchedFoundForThisStep;
+    }
+
+    private boolean matchAssignVarAndFieldName(ARecordType recordType, List<String> fieldName) {
+        boolean isStructureMatchedForThisStep = false;
+        AbstractLogicalOperator workingOp;
+        int searchPosition;
+
+        typeFromParent = recordType;
+        for (String fieldPart : fieldName) {
+            searchPosition = lastMatchedPosition + 1;
+            isStructureMatchedForThisStep = false;
+
+            // Match the ASSIGN variable + field name. Ignore the UNNESTs we find here.
+            while (!isStructureMatchedForThisStep && searchPosition < logicalOperators.size()) {
+                workingOp = logicalOperators.get(searchPosition);
+                if (workingOp.getOperatorTag().equals(LogicalOperatorTag.ASSIGN)) {
+
+                    // Keep track of our type between matching field part calls.
+                    ARecordType typeForFieldPart =
+                            (typeFromParent instanceof ARecordType) ? (ARecordType) typeFromParent : recordType;
+
+                    // Match the specific field part.
+                    if (matchAssignVarAndFieldPart((AssignOperator) workingOp, typeForFieldPart, fieldPart)) {
+                        isStructureMatchedForThisStep = true;
+                        lastMatchedPosition = searchPosition;
+                    }
+                }
+                searchPosition++;
+            }
+        }
+        return isStructureMatchedForThisStep;
+    }
+
+    private boolean matchAssignVarAndFieldPart(AssignOperator workingOp, ARecordType recordType, String fieldPart) {
+        final List<LogicalVariable> expressionUsedVariables = new ArrayList<>();
+        for (int j = 0; j < workingOp.getExpressions().size(); j++) {
+            ILogicalExpression assignExpr = workingOp.getExpressions().get(j).getValue();
+            assignExpr.getUsedVariables(expressionUsedVariables);
+
+            boolean isVarInExpression = expressionUsedVariables.contains(varFromParent);
+            boolean isVarInOutput = workingOp.getVariables().get(j).equals(varFromParent);
+            if (isVarInExpression || isVarInOutput) {
+                // We have found a potential match. We must now map the field names from the assign to what is actually
+                // specified in the index.
+
+                if (assignExpr.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+                    ScalarFunctionCallExpression assignFunc = (ScalarFunctionCallExpression) assignExpr;
+                    String fieldNameFromAssign = null;
+
+                    if (assignFunc.getFunctionIdentifier().equals(BuiltinFunctions.FIELD_ACCESS_BY_NAME)) {
+                        // Search for the field name inside the expression itself.
+                        ConstantExpression assignNameExpr =
+                                (ConstantExpression) assignFunc.getArguments().get(1).getValue();
+                        IAObject assignNameObj = ((AsterixConstantValue) assignNameExpr.getValue()).getObject();
+                        fieldNameFromAssign = ((AString) assignNameObj).getStringValue();
+
+                    } else if (assignFunc.getFunctionIdentifier().equals(BuiltinFunctions.FIELD_ACCESS_BY_INDEX)) {
+                        // Search for the field name using the type we are tracking.
+                        ConstantExpression assignIndexExpr =
+                                (ConstantExpression) assignFunc.getArguments().get(1).getValue();
+                        IAObject assignIndexObj = ((AsterixConstantValue) assignIndexExpr.getValue()).getObject();
+                        int assignIndex = ((AInt32) assignIndexObj).getIntegerValue();
+                        fieldNameFromAssign = recordType.getFieldNames()[assignIndex];
+                        typeFromParent = recordType.getFieldTypes()[assignIndex];
+                    }
+
+                    if (fieldNameFromAssign != null && fieldNameFromAssign.equals(fieldPart)) {
+                        // We have found a match.
+                        varFromParent = workingOp.getVariables().get(j);
+                        return true;
+                    }
+                }
+            }
+        }
+
+        return false;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/IIntroduceAccessMethodRuleLocalRewrite.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/IIntroduceAccessMethodRuleLocalRewrite.java
new file mode 100644
index 0000000..9942bbe
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/IIntroduceAccessMethodRuleLocalRewrite.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+
+public interface IIntroduceAccessMethodRuleLocalRewrite<T> {
+    /**
+     * @param originalOperator Original operator before rewrite. Should be returned by {@code restoreBeforeRewrite}.
+     * @param context Optimization context.
+     * @return Null if no rewrite has occurred. Otherwise, a new plan from the given operator.
+     * @throws AlgebricksException
+     */
+    T createOperator(T originalOperator, IOptimizationContext context) throws AlgebricksException;
+
+    /**
+     * @param afterOperatorRefs Operators after the original operator that should be restored after the rewrite.
+     * @param context Optimization context.
+     * @return The original operator given at {@code createOperator} time.
+     * @throws AlgebricksException
+     */
+    T restoreBeforeRewrite(List<Mutable<ILogicalOperator>> afterOperatorRefs, IOptimizationContext context)
+            throws AlgebricksException;
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/JoinFromSubplanRewrite.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/JoinFromSubplanRewrite.java
new file mode 100644
index 0000000..aa80462
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/JoinFromSubplanRewrite.java
@@ -0,0 +1,296 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.ArrayDeque;
+import java.util.ArrayList;
+import java.util.Deque;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+
+/**
+ * For use in writing a "throwaway" branch which removes NTS and subplan operators. The result of this invocation is to
+ * be given to the {@code IntroduceJoinAccessMethodRule} to check if an array index can be used.
+ * <br>
+ * If we are given the pattern (an existential quantification over a cross product):
+ * <pre>
+ * SELECT_1(some variable)
+ * SUBPLAN_1 -----------------------|
+ * |                      AGGREGATE(NON-EMPTY-STREAM)
+ * |                      SELECT_2(some predicate)
+ * |                      (UNNEST/ASSIGN)*
+ * |                      UNNEST(on variable)
+ * |                      NESTED-TUPLE-SOURCE
+ * JOIN(true)
+ * |     |----------------- (potential) index branch ...
+ * |----------------- probe branch ...
+ * </pre>
+ * We return the following branch:
+ * <pre>
+ * JOIN(some predicate from SELECT_2)
+ * |     |----------------- (UNNEST/ASSIGN)*
+ * |                        UNNEST(on variable)
+ * |                        (potential) index branch ...
+ * |----------------- probe branch ...
+ * </pre>
+ *
+ * If we are given the pattern (a universal quantification over a cross product):
+ * <pre>
+ * SELECT_1(some variable AND array is not empty)
+ * SUBPLAN_1 -----------------------|
+ * |                      AGGREGATE(EMPTY-STREAM)
+ * |                      SELECT_2(NOT(IF-MISSING-OR-NULL(some optimizable predicate)))
+ * |                      (UNNEST/ASSIGN)*
+ * |                      UNNEST(on variable)
+ * |                      NESTED-TUPLE-SOURCE
+ * JOIN(true)
+ * |     |----------------- (potential) index branch ...
+ * |----------------- probe branch ...
+ * </pre>
+ * We return the following branch:
+ * <pre>
+ * JOIN(some optimizable predicate)  <--- removed the NOT(IF-MISSING-OR-NULL(...))!
+ * |     |----------------- (UNNEST/ASSIGN)*
+ * |                        UNNEST(on variable)
+ * |                        (potential) index branch ...
+ * |----------------- probe branch ...
+ * </pre>
+ *
+ * In the case of nested-subplans, we return a copy of the innermost SELECT followed by all relevant UNNEST/ASSIGNs.
+ */
+public class JoinFromSubplanRewrite extends AbstractOperatorFromSubplanRewrite<AbstractBinaryJoinOperator> {
+    private final static Set<FunctionIdentifier> optimizableFunctions = new HashSet<>();
+    private final Deque<JoinFromSubplanContext> contextStack = new ArrayDeque<>();
+
+    /**
+     * Add an optimizable function from an access method that can take advantage of this throwaway branch.
+     */
+    public static void addOptimizableFunction(FunctionIdentifier functionIdentifier) {
+        optimizableFunctions.add(functionIdentifier);
+    }
+
+    /**
+     * The subplan we want to push to the JOIN operator is located *above/after* the JOIN itself.
+     */
+    public void findAfterSubplanSelectOperator(List<Mutable<ILogicalOperator>> afterJoinRefs)
+            throws AlgebricksException {
+        JoinFromSubplanContext joinContext = new JoinFromSubplanContext();
+        contextStack.push(joinContext);
+
+        // Minimally, we need to have a DISTRIBUTE <- SELECT <- SUBPLAN.
+        if (afterJoinRefs.size() < 3) {
+            return;
+        }
+
+        // We expect a) the operator immediately above to be a SUBPLAN, and b) the next operator above to be a SELECT.
+        Mutable<ILogicalOperator> afterJoinOpRef1 = afterJoinRefs.get(afterJoinRefs.size() - 1);
+        Mutable<ILogicalOperator> afterJoinOpRef2 = afterJoinRefs.get(afterJoinRefs.size() - 2);
+        Mutable<ILogicalOperator> afterJoinOpRef3 = afterJoinRefs.get(afterJoinRefs.size() - 3);
+        ILogicalOperator afterJoinOp1 = afterJoinOpRef1.getValue();
+        ILogicalOperator afterJoinOp2 = afterJoinOpRef2.getValue();
+        ILogicalOperator afterJoinOp3 = afterJoinOpRef3.getValue();
+        if (!afterJoinOp1.getOperatorTag().equals(LogicalOperatorTag.SUBPLAN)
+                || !afterJoinOp2.getOperatorTag().equals(LogicalOperatorTag.SELECT)) {
+            return;
+        }
+
+        // Additionally, verify that our SELECT is conditioning on a variable.
+        joinContext.selectAfterSubplan = (SelectOperator) afterJoinOp2;
+        if (getConditioningVariable(joinContext.selectAfterSubplan.getCondition().getValue()) == null) {
+            return;
+        }
+
+        // Modify the given after-join operators. We will reconnect these after the join-rule transformation.
+        joinContext.removedAfterJoinOperators = new ArrayList<>();
+        joinContext.removedAfterJoinOperators.add(afterJoinOpRef2);
+        joinContext.removedAfterJoinOperators.add(afterJoinOpRef1);
+        afterJoinRefs.remove(afterJoinOpRef2);
+        afterJoinRefs.remove(afterJoinOpRef1);
+
+        // Connect our inputs here. We will compute the type environment for this copy in {@code createOperator}.
+        joinContext.afterJoinOpForRewrite = OperatorManipulationUtil.deepCopy(afterJoinOp3);
+        joinContext.afterJoinOpForRewrite.getInputs().clear();
+        joinContext.afterJoinOpForRewrite.getInputs().addAll(afterJoinOp3.getInputs());
+    }
+
+    /**
+     * Create a new branch to match that of the form:
+     *
+     * <pre>
+     * JOIN(...)
+     * |     |----------------- (UNNEST/ASSIGN)*
+     * |                        UNNEST
+     * |                        (potential) index branch ...
+     * |----------------- probe branch ...
+     * </pre>
+     * <p>
+     * Operators are *created* here, rather than just reconnected from the original branch.
+     */
+    @Override
+    public AbstractBinaryJoinOperator createOperator(AbstractBinaryJoinOperator originalOperator,
+            IOptimizationContext context) throws AlgebricksException {
+        // Reset our context.
+        this.reset(originalOperator.getSourceLocation(), context, optimizableFunctions);
+        JoinFromSubplanContext joinContext = contextStack.getFirst();
+        joinContext.originalJoinRoot = originalOperator;
+        if (joinContext.removedAfterJoinOperators == null) {
+            return null;
+        }
+
+        // Traverse our subplan and generate a SELECT branch if applicable.
+        SubplanOperator subplanOperator =
+                (SubplanOperator) joinContext.selectAfterSubplan.getInputs().get(0).getValue();
+        List<Mutable<ILogicalOperator>> originalOpInputs = originalOperator.getInputs();
+        Pair<SelectOperator, UnnestOperator> traversalOutput =
+                traverseSubplanBranch(subplanOperator, originalOpInputs.get(1).getValue(), true);
+        if (traversalOutput == null) {
+            return null;
+        }
+
+        // We have successfully generated a SELECT branch. Create the new JOIN operator.
+        ScalarFunctionCallExpression newCond = coalesceConditions(traversalOutput.first, joinContext.originalJoinRoot);
+        joinContext.newJoinRoot = new InnerJoinOperator(new MutableObject<>(newCond));
+        joinContext.newJoinRoot.getInputs().add(0, new MutableObject<>(originalOpInputs.get(0).getValue()));
+
+        // Connect the join branches together.
+        traversalOutput.second.getInputs().clear();
+        traversalOutput.second.getInputs().add(new MutableObject<>(originalOpInputs.get(1).getValue()));
+        joinContext.newJoinRoot.getInputs().add(1, traversalOutput.first.getInputs().get(0));
+        context.computeAndSetTypeEnvironmentForOperator(joinContext.newJoinRoot);
+
+        // To support type casting that is performed on the index subtree and still make this expression recognizable,
+        // push all function calls to a lower ASSIGN.
+        List<Mutable<ILogicalExpression>> conjuncts = new ArrayList<>();
+        if (newCond.splitIntoConjuncts(conjuncts)) {
+            for (Mutable<ILogicalExpression> conjunct : conjuncts) {
+                extractFunctionCallToAssign(joinContext.newJoinRoot, context, conjunct.getValue());
+            }
+
+        } else {
+            extractFunctionCallToAssign(joinContext.newJoinRoot, context, newCond);
+        }
+
+        // Reconnect our after-join operator to our new join.
+        OperatorManipulationUtil.substituteOpInInput(joinContext.afterJoinOpForRewrite,
+                joinContext.removedAfterJoinOperators.get(0).getValue(), new MutableObject<>(joinContext.newJoinRoot));
+        context.computeAndSetTypeEnvironmentForOperator(joinContext.afterJoinOpForRewrite);
+        return joinContext.newJoinRoot;
+    }
+
+    /**
+     * To undo this process is to return what was passed to us at {@code createOperator} time. If we removed any
+     * after-join references, add them back in the order they were originally given.
+     */
+    @Override
+    public AbstractBinaryJoinOperator restoreBeforeRewrite(List<Mutable<ILogicalOperator>> afterOperatorRefs,
+            IOptimizationContext context) throws AlgebricksException {
+        JoinFromSubplanContext joinContext = contextStack.pop();
+        if (joinContext.removedAfterJoinOperators != null) {
+            afterOperatorRefs.addAll(joinContext.removedAfterJoinOperators);
+        }
+
+        return joinContext.originalJoinRoot;
+    }
+
+    private void extractFunctionCallToAssign(AbstractBinaryJoinOperator joinOp, IOptimizationContext context,
+            ILogicalExpression condition) throws AlgebricksException {
+        if (!condition.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            return;
+        }
+        AbstractFunctionCallExpression conditionAsFuncCall = (AbstractFunctionCallExpression) condition;
+        if (!AlgebricksBuiltinFunctions.isComparisonFunction(conditionAsFuncCall.getFunctionIdentifier())) {
+            return;
+        }
+
+        for (Mutable<ILogicalExpression> arg : conditionAsFuncCall.getArguments()) {
+            if (!arg.getValue().getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+                continue;
+            }
+
+            LogicalVariable newVar = context.newVar();
+            VariableReferenceExpression newVarRef = new VariableReferenceExpression(newVar);
+            newVarRef.setSourceLocation(joinOp.getSourceLocation());
+            AssignOperator newAssign =
+                    new AssignOperator(newVar, new MutableObject<>(arg.getValue().cloneExpression()));
+            newAssign.setSourceLocation(arg.getValue().getSourceLocation());
+            newAssign.setExecutionMode(joinOp.getExecutionMode());
+
+            // Place the new ASSIGN in the appropriate join branch.
+            ILogicalOperator leftBranchRoot = joinOp.getInputs().get(0).getValue();
+            ILogicalOperator rightBranchRoot = joinOp.getInputs().get(1).getValue();
+            List<LogicalVariable> usedVarsFromFunc = new ArrayList<>();
+            List<LogicalVariable> varsFromLeftBranch = new ArrayList<>();
+            List<LogicalVariable> varsFromRightBranch = new ArrayList<>();
+            VariableUtilities.getUsedVariables(newAssign, usedVarsFromFunc);
+            VariableUtilities.getProducedVariablesInDescendantsAndSelf(leftBranchRoot, varsFromLeftBranch);
+            VariableUtilities.getProducedVariablesInDescendantsAndSelf(rightBranchRoot, varsFromRightBranch);
+            if (varsFromLeftBranch.containsAll(usedVarsFromFunc)) {
+                newAssign.getInputs().add(new MutableObject<>(leftBranchRoot));
+                context.computeAndSetTypeEnvironmentForOperator(newAssign);
+                joinOp.getInputs().get(0).setValue(newAssign);
+                context.computeAndSetTypeEnvironmentForOperator(joinOp);
+                arg.setValue(newVarRef);
+
+            } else if (varsFromRightBranch.containsAll(usedVarsFromFunc)) {
+                newAssign.getInputs().add(new MutableObject<>(rightBranchRoot));
+                context.computeAndSetTypeEnvironmentForOperator(newAssign);
+                joinOp.getInputs().get(1).setValue(newAssign);
+                context.computeAndSetTypeEnvironmentForOperator(joinOp);
+                arg.setValue(newVarRef);
+
+            }
+        }
+    }
+
+    /**
+     * All state associated with a single call of {@code createOperator}.
+     */
+    private static class JoinFromSubplanContext {
+        private List<Mutable<ILogicalOperator>> removedAfterJoinOperators;
+        private AbstractBinaryJoinOperator originalJoinRoot;
+        private AbstractBinaryJoinOperator newJoinRoot;
+        private SelectOperator selectAfterSubplan;
+        private ILogicalOperator afterJoinOpForRewrite;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/MergedSelectRewrite.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/MergedSelectRewrite.java
new file mode 100644
index 0000000..75168f5
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/MergedSelectRewrite.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.ArrayDeque;
+import java.util.ArrayList;
+import java.util.Deque;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+
+/**
+ * For all expressions that pertain to a single dataset but are spread across various SELECTs due to requiring an
+ * intermediate UNNEST, "push up" the lower SELECT expressions into a single unifying SELECT. This is used to
+ * recognize composite atomic-array index applicability.
+ */
+public class MergedSelectRewrite implements IIntroduceAccessMethodRuleLocalRewrite<SelectOperator> {
+    private final Set<Mutable<ILogicalExpression>> selectConjuncts = new LinkedHashSet<>();
+    private final Deque<SelectOperator> selectRootStack = new ArrayDeque<>();
+    private Mutable<ILogicalOperator> originalDataSourceRef;
+
+    @Override
+    public SelectOperator createOperator(SelectOperator originalOperator, IOptimizationContext context)
+            throws AlgebricksException {
+        // Initialize the conjuncts for our SELECT.
+        selectConjuncts.clear();
+        List<Mutable<ILogicalExpression>> thisSelectConjuncts = new ArrayList<>();
+        if (!originalOperator.getCondition().getValue().splitIntoConjuncts(thisSelectConjuncts)) {
+            thisSelectConjuncts.add(originalOperator.getCondition());
+        }
+        selectConjuncts.addAll(thisSelectConjuncts);
+
+        // Explore all operators below this SELECT until the first data source operator.
+        selectRootStack.push(originalOperator);
+        if (!collectSelectConjuncts(originalOperator.getInputs().get(0))) {
+            // We encountered a JOIN operator. Exit early.
+            return null;
+        }
+
+        if (thisSelectConjuncts.size() == selectConjuncts.size()) {
+            // No other SELECTs were found. Return null to indicate there were no SELECTs to merge.
+            return null;
+
+        } else {
+            // We have found additional SELECTs. Form a conjunction.
+            AbstractFunctionCallExpression andCond = new ScalarFunctionCallExpression(
+                    context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND));
+            andCond.setSourceLocation(originalOperator.getSourceLocation());
+            for (Mutable<ILogicalExpression> conjunct : selectConjuncts) {
+                andCond.getArguments().add(conjunct);
+            }
+
+            // Return a new plan that removes all SELECTs that were pushed up.
+            SelectOperator newSelectOperator = new SelectOperator(new MutableObject<>(andCond),
+                    originalOperator.getRetainMissingAsValue(), originalOperator.getMissingPlaceholderVariable());
+            newSelectOperator.setSourceLocation(originalOperator.getSourceLocation());
+            ILogicalPlan newSelectInputPlan = OperatorManipulationUtil
+                    .deepCopy(new ALogicalPlanImpl(originalOperator.getInputs().get(0)), context);
+            newSelectOperator.getInputs().add(newSelectInputPlan.getRoots().get(0));
+            removeSelectsFromPlan(newSelectOperator, newSelectInputPlan.getRoots().get(0));
+            OperatorManipulationUtil.computeTypeEnvironmentBottomUp(newSelectOperator, context);
+            return newSelectOperator;
+        }
+    }
+
+    @Override
+    public SelectOperator restoreBeforeRewrite(List<Mutable<ILogicalOperator>> afterOperatorRefs,
+            IOptimizationContext context) throws AlgebricksException {
+        return selectRootStack.pop();
+    }
+
+    private boolean collectSelectConjuncts(Mutable<ILogicalOperator> workingOp) {
+        switch (workingOp.getValue().getOperatorTag()) {
+            case DATASOURCESCAN:
+            case EMPTYTUPLESOURCE:
+            case UNNEST_MAP:
+                // If we have reached a datasource operator, stop our search.
+                originalDataSourceRef = workingOp;
+                break;
+
+            case INNERJOIN:
+            case LEFTOUTERJOIN:
+                // We are not interested in exploring joins in this class.
+                return false;
+
+            case SELECT:
+                SelectOperator selectOperator = (SelectOperator) workingOp.getValue();
+                List<Mutable<ILogicalExpression>> thisSelectConjuncts = new ArrayList<>();
+                if (!selectOperator.getCondition().getValue().splitIntoConjuncts(thisSelectConjuncts)) {
+                    thisSelectConjuncts.add(selectOperator.getCondition());
+                }
+                selectConjuncts.addAll(thisSelectConjuncts);
+
+            default:
+                // Explore the rest of our plan in our DFS fashion.
+                for (Mutable<ILogicalOperator> input : workingOp.getValue().getInputs()) {
+                    if (!collectSelectConjuncts(input)) {
+                        return false;
+                    }
+                }
+        }
+        return true;
+    }
+
+    private void removeSelectsFromPlan(ILogicalOperator parentOp, Mutable<ILogicalOperator> workingOp) {
+        Mutable<ILogicalOperator> workingOpInParent =
+                parentOp.getInputs().stream().filter(i -> i.equals(workingOp)).collect(Collectors.toList()).get(0);
+        int indexOfWorkingOpInParent = parentOp.getInputs().indexOf(workingOpInParent);
+
+        switch (workingOp.getValue().getOperatorTag()) {
+            case DATASOURCESCAN:
+            case EMPTYTUPLESOURCE:
+            case UNNEST_MAP:
+                // If we have reached a datasource operator, stop and replace this with our original datasource.
+                // (IntroduceSelectAccessMethodRule replaces this specific operator, so this must be the original.)
+                parentOp.getInputs().set(indexOfWorkingOpInParent, originalDataSourceRef);
+                break;
+
+            case SELECT:
+                parentOp.getInputs().set(indexOfWorkingOpInParent, workingOp.getValue().getInputs().get(0));
+
+            default:
+                // Explore the rest of our plan in our DFS fashion.
+                for (Mutable<ILogicalOperator> input : workingOp.getValue().getInputs()) {
+                    removeSelectsFromPlan(workingOp.getValue(), input);
+                }
+        }
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/SelectFromSubplanRewrite.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/SelectFromSubplanRewrite.java
new file mode 100644
index 0000000..594ba41
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/am/array/SelectFromSubplanRewrite.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.am.array;
+
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+
+/**
+ * For use in writing a "throwaway" branch which removes NTS and subplan operators. The result of this invocation is to
+ * be given to the {@code IntroduceSelectAccessMethodRule} to check if an array index can be used.
+ * <br>
+ * If we are given the pattern (an existential quantification query):
+ * <pre>
+ * SELECT_1(some variable)
+ * SUBPLAN_1 -------------------------------|
+ * (parent branch input)        AGGREGATE(NON-EMPTY-STREAM)
+ *                              SELECT_2(some predicate)
+ *                              (UNNEST/ASSIGN)*
+ *                              UNNEST(on variable)
+ *                              NESTED-TUPLE-SOURCE
+ * </pre>
+ * We return the following branch:
+ * <pre>
+ * SELECT_2(some predicate)
+ * (UNNEST/ASSIGN)*
+ * UNNEST(on variable)
+ * (parent branch input)
+ * </pre>
+ *
+ * If we are given the pattern (a universal quantification query):
+ * <pre>
+ * SELECT_1(some variable AND array is not empty)
+ * SUBPLAN_1 -------------------------------|
+ * (parent branch input)        AGGREGATE(EMPTY-STREAM)
+ *                              SELECT_2(NOT(IF-MISSING-OR-NULL(some optimizable predicate)))
+ *                              (UNNEST/ASSIGN)*
+ *                              UNNEST(on variable)
+ *                              NESTED-TUPLE-SOURCE
+ * </pre>
+ * We return the following branch:
+ * <pre>
+ * SELECT_2(some optimizable predicate)  <--- removed the NOT(IF-MISSING-OR-NULL(...))!
+ * (UNNEST/ASSIGN)*
+ * UNNEST(on variable)
+ * (parent branch input)
+ * </pre>
+ *
+ * In the case of nested-subplans, we return a copy of the innermost SELECT followed by all relevant UNNEST/ASSIGNs.
+ */
+public class SelectFromSubplanRewrite extends AbstractOperatorFromSubplanRewrite<SelectOperator> {
+    private final static Set<FunctionIdentifier> optimizableFunctions = new HashSet<>();
+    private final Deque<SelectOperator> selectRootStack = new ArrayDeque<>();
+
+    /**
+     * Add an optimizable function from an access method that can take advantage of this throwaway branch.
+     */
+    public static void addOptimizableFunction(FunctionIdentifier functionIdentifier) {
+        optimizableFunctions.add(functionIdentifier);
+    }
+
+    /**
+     * Create a new branch to match that of the form:
+     *
+     * <pre>
+     * SELECT (...)
+     * (UNNEST/ASSIGN)*
+     * UNNEST
+     * ...
+     * </pre>
+     *
+     * Operators are *created* here, rather than just reconnected from the original branch.
+     */
+    @Override
+    public SelectOperator createOperator(SelectOperator originalOperator, IOptimizationContext context)
+            throws AlgebricksException {
+        // Reset our context.
+        selectRootStack.push(originalOperator);
+        reset(originalOperator.getSourceLocation(), context, optimizableFunctions);
+
+        // We expect a) a SUBPLAN as input to this SELECT, and b) our SELECT to be conditioning on a variable.
+        LogicalVariable originalSelectVar = getConditioningVariable(originalOperator.getCondition().getValue());
+        if (!originalOperator.getInputs().get(0).getValue().getOperatorTag().equals(LogicalOperatorTag.SUBPLAN)
+                || originalSelectVar == null) {
+            return null;
+        }
+
+        // Traverse our subplan and generate a SELECT branch if applicable.
+        SubplanOperator subplanOperator = (SubplanOperator) originalOperator.getInputs().get(0).getValue();
+        Pair<SelectOperator, UnnestOperator> traversalOutput = traverseSubplanBranch(subplanOperator, null, true);
+        return (traversalOutput == null) ? null : traversalOutput.first;
+    }
+
+    /**
+     * To undo this process is to return what was passed to us at {@code createOperator} time. We do not touch the
+     * operators after the SELECT.
+     */
+    @Override
+    public SelectOperator restoreBeforeRewrite(List<Mutable<ILogicalOperator>> afterOperatorRefs,
+            IOptimizationContext context) throws AlgebricksException {
+        return selectRootStack.pop();
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaBuilder.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaBuilder.java
new file mode 100644
index 0000000..b7632db
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaBuilder.java
@@ -0,0 +1,218 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown;
+
+import static org.apache.asterix.optimizer.rules.pushdown.ExpressionValueAccessPushdownVisitor.ARRAY_FUNCTIONS;
+import static org.apache.asterix.optimizer.rules.pushdown.ExpressionValueAccessPushdownVisitor.SUPPORTED_FUNCTIONS;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.utils.ConstantExpressionUtil;
+import org.apache.asterix.optimizer.rules.pushdown.schema.AbstractComplexExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.AnyExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ArrayExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ExpectedSchemaNodeType;
+import org.apache.asterix.optimizer.rules.pushdown.schema.IExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ObjectExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.RootExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.UnionExpectedSchemaNode;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+/**
+ * This class takes a value access expression and produces an expected schema (given the expression).
+ * Example:
+ * - $$t.getField("hashtags").getItem(0)
+ * We expect:
+ * 1- $$t is OBJECT
+ * 2- the output type of getField("hashtags") is ARRAY
+ * 3- the output type of getItem(0) is ANY node
+ */
+class ExpectedSchemaBuilder {
+    //Registered Variables
+    private final Map<LogicalVariable, IExpectedSchemaNode> varToNode;
+    private final ExpectedSchemaNodeToIATypeTranslatorVisitor typeBuilder;
+
+    public ExpectedSchemaBuilder() {
+        varToNode = new HashMap<>();
+        typeBuilder = new ExpectedSchemaNodeToIATypeTranslatorVisitor();
+    }
+
+    public DataProjectionInfo createProjectionInfo(LogicalVariable recordVariable) {
+        IExpectedSchemaNode rootNode = varToNode.get(recordVariable);
+        Map<String, FunctionCallInformation> sourceInformation = new HashMap<>();
+        typeBuilder.reset(sourceInformation);
+        ARecordType recordType = (ARecordType) rootNode.accept(typeBuilder, null);
+        return new DataProjectionInfo(recordType, sourceInformation);
+    }
+
+    public boolean setSchemaFromExpression(AbstractFunctionCallExpression expr, LogicalVariable producedVar) {
+        //Parent always nested
+        AbstractComplexExpectedSchemaNode parent = (AbstractComplexExpectedSchemaNode) buildNestedNode(expr);
+        if (parent != null) {
+            IExpectedSchemaNode leaf =
+                    new AnyExpectedSchemaNode(parent, expr.getSourceLocation(), expr.getFunctionIdentifier().getName());
+            addChild(expr, parent, leaf);
+            if (producedVar != null) {
+                //Register the node if a variable is produced
+                varToNode.put(producedVar, leaf);
+            }
+        }
+        return parent != null;
+    }
+
+    public void registerDataset(LogicalVariable recordVar, RootExpectedSchemaNode rootNode) {
+        varToNode.put(recordVar, rootNode);
+    }
+
+    public void unregisterVariable(LogicalVariable variable) {
+        //Remove the node so no other expression will pushdown any expression in the future
+        IExpectedSchemaNode node = varToNode.remove(variable);
+        AbstractComplexExpectedSchemaNode parent = node.getParent();
+        if (parent == null) {
+            //It is a root node. Request the entire record
+            varToNode.put(variable, RootExpectedSchemaNode.ALL_FIELDS_ROOT_NODE);
+        } else {
+            //It is a nested node. Replace the node to a LEAF node
+            node.replaceIfNeeded(ExpectedSchemaNodeType.ANY, parent.getSourceLocation(), parent.getFunctionName());
+        }
+    }
+
+    public boolean isVariableRegistered(LogicalVariable recordVar) {
+        return varToNode.containsKey(recordVar);
+    }
+
+    public boolean containsRegisteredDatasets() {
+        return !varToNode.isEmpty();
+    }
+
+    private IExpectedSchemaNode buildNestedNode(ILogicalExpression expr) {
+        //The current node expression
+        AbstractFunctionCallExpression myExpr = (AbstractFunctionCallExpression) expr;
+        if (!SUPPORTED_FUNCTIONS.contains(myExpr.getFunctionIdentifier())) {
+            //Return null if the function is not supported.
+            return null;
+        }
+
+        //The parent expression
+        ILogicalExpression parentExpr = myExpr.getArguments().get(0).getValue();
+        if (isVariable(parentExpr)) {
+            //A variable could be the record's originated from data-scan or an expression from assign
+            LogicalVariable sourceVar = VariableUtilities.getVariable(parentExpr);
+            return changeNodeForVariable(sourceVar, myExpr);
+        }
+
+        //Recursively create the parent nodes. Parent is always a nested node
+        AbstractComplexExpectedSchemaNode newParent = (AbstractComplexExpectedSchemaNode) buildNestedNode(parentExpr);
+        //newParent could be null if the expression is not supported
+        if (newParent != null) {
+            //Parent expression must be a function call (as parent is a nested node)
+            AbstractFunctionCallExpression parentFuncExpr = (AbstractFunctionCallExpression) parentExpr;
+            //Get 'myType' as we will create the child type of the newParent
+            ExpectedSchemaNodeType myType = getExpectedNestedNodeType(myExpr);
+            /*
+             * Create 'myNode'. It is a nested node because the function is either getField() or supported array
+             * function
+             */
+            AbstractComplexExpectedSchemaNode myNode = AbstractComplexExpectedSchemaNode.createNestedNode(myType,
+                    newParent, myExpr.getSourceLocation(), myExpr.getFunctionIdentifier().getName());
+            //Add myNode to the parent
+            addChild(parentFuncExpr, newParent, myNode);
+            return myNode;
+        }
+        return null;
+    }
+
+    private IExpectedSchemaNode changeNodeForVariable(LogicalVariable sourceVar,
+            AbstractFunctionCallExpression myExpr) {
+        //Get the associated node with the sourceVar (if any)
+        IExpectedSchemaNode oldNode = varToNode.get(sourceVar);
+        if (oldNode == null) {
+            //Variable is not associated with a node. No pushdown is possible
+            return null;
+        }
+        //What is the expected type of the variable
+        ExpectedSchemaNodeType varExpectedType = getExpectedNestedNodeType(myExpr);
+        // Get the node associated with the variable (or change its type if needed).
+        IExpectedSchemaNode newNode = oldNode.replaceIfNeeded(varExpectedType, myExpr.getSourceLocation(),
+                myExpr.getFunctionIdentifier().getName());
+        //Map the sourceVar to the node
+        varToNode.put(sourceVar, newNode);
+        return newNode;
+    }
+
+    private void addChild(AbstractFunctionCallExpression parentExpr, AbstractComplexExpectedSchemaNode parent,
+            IExpectedSchemaNode child) {
+        switch (parent.getType()) {
+            case OBJECT:
+                handleObject(parentExpr, parent, child);
+                break;
+            case ARRAY:
+                handleArray(parent, child);
+                break;
+            case UNION:
+                handleUnion(parentExpr, parent, child);
+                break;
+            default:
+                throw new IllegalStateException("Node " + parent.getType() + " is not nested");
+
+        }
+    }
+
+    private void handleObject(AbstractFunctionCallExpression parentExpr, AbstractComplexExpectedSchemaNode parent,
+            IExpectedSchemaNode child) {
+        ObjectExpectedSchemaNode objectNode = (ObjectExpectedSchemaNode) parent;
+        objectNode.addChild(ConstantExpressionUtil.getStringArgument(parentExpr, 1), child);
+    }
+
+    private void handleArray(AbstractComplexExpectedSchemaNode parent, IExpectedSchemaNode child) {
+        ArrayExpectedSchemaNode arrayNode = (ArrayExpectedSchemaNode) parent;
+        arrayNode.addChild(child);
+    }
+
+    private void handleUnion(AbstractFunctionCallExpression parentExpr, AbstractComplexExpectedSchemaNode parent,
+            IExpectedSchemaNode child) {
+        UnionExpectedSchemaNode unionNode = (UnionExpectedSchemaNode) parent;
+        ExpectedSchemaNodeType parentType = getExpectedNestedNodeType(parentExpr);
+        addChild(parentExpr, unionNode.getChild(parentType), child);
+    }
+
+    private static ExpectedSchemaNodeType getExpectedNestedNodeType(AbstractFunctionCallExpression funcExpr) {
+        FunctionIdentifier fid = funcExpr.getFunctionIdentifier();
+        if (BuiltinFunctions.FIELD_ACCESS_BY_NAME.equals(fid)) {
+            return ExpectedSchemaNodeType.OBJECT;
+        } else if (ARRAY_FUNCTIONS.contains(fid)) {
+            return ExpectedSchemaNodeType.ARRAY;
+        }
+        throw new IllegalStateException("Function " + fid + " should not be pushed down");
+    }
+
+    private static boolean isVariable(ILogicalExpression expr) {
+        return expr.getExpressionTag() == LogicalExpressionTag.VARIABLE;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaNodeToIATypeTranslatorVisitor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaNodeToIATypeTranslatorVisitor.java
new file mode 100644
index 0000000..c746994
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpectedSchemaNodeToIATypeTranslatorVisitor.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.optimizer.rules.pushdown.schema.AbstractComplexExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.AnyExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ArrayExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ExpectedSchemaNodeType;
+import org.apache.asterix.optimizer.rules.pushdown.schema.IExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.IExpectedSchemaNodeVisitor;
+import org.apache.asterix.optimizer.rules.pushdown.schema.ObjectExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.RootExpectedSchemaNode;
+import org.apache.asterix.optimizer.rules.pushdown.schema.UnionExpectedSchemaNode;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
+
+/**
+ * This visitor translates the {@link IExpectedSchemaNode} to {@link IAType} record.
+ * The {@link IAType#getTypeName()} is used to map each {@link IAType} to its {@link FunctionCallInformation}
+ */
+class ExpectedSchemaNodeToIATypeTranslatorVisitor implements IExpectedSchemaNodeVisitor<IAType, String> {
+    //Map typeName to source information
+    private Map<String, FunctionCallInformation> sourceInformationMap;
+    //To give a unique name for each type
+    private int counter;
+
+    public void reset(Map<String, FunctionCallInformation> sourceInformationMap) {
+        this.sourceInformationMap = sourceInformationMap;
+    }
+
+    @Override
+    public IAType visit(RootExpectedSchemaNode node, String arg) {
+        if (node.isAllFields()) {
+            return DataProjectionInfo.ALL_FIELDS_TYPE;
+        } else if (node.isEmpty()) {
+            return DataProjectionInfo.EMPTY_TYPE;
+        }
+        return createRecordType(node, String.valueOf(counter++));
+    }
+
+    @Override
+    public IAType visit(ObjectExpectedSchemaNode node, String arg) {
+        IAType recordType = createRecordType(node, arg);
+        sourceInformationMap.put(arg, createFunctionCallInformation(node));
+        return recordType;
+    }
+
+    @Override
+    public IAType visit(ArrayExpectedSchemaNode node, String arg) {
+        IAType itemType = node.getChild().accept(this, String.valueOf(counter++));
+        IAType listType = new AOrderedListType(itemType, arg);
+        sourceInformationMap.put(arg, createFunctionCallInformation(node));
+        return listType;
+    }
+
+    @Override
+    public IAType visit(UnionExpectedSchemaNode node, String arg) {
+        List<IAType> unionTypes = new ArrayList<>();
+        for (Map.Entry<ExpectedSchemaNodeType, AbstractComplexExpectedSchemaNode> child : node.getChildren()) {
+            unionTypes.add(child.getValue().accept(this, String.valueOf(counter++)));
+        }
+        IAType unionType = new AUnionType(unionTypes, arg);
+        sourceInformationMap.put(arg, createFunctionCallInformation(node));
+        return unionType;
+    }
+
+    @Override
+    public IAType visit(AnyExpectedSchemaNode node, String arg) {
+        return BuiltinType.ANY;
+    }
+
+    private ARecordType createRecordType(ObjectExpectedSchemaNode node, String arg) {
+        Set<Map.Entry<String, IExpectedSchemaNode>> children = node.getChildren();
+        String[] childrenFieldNames = new String[children.size()];
+        IAType[] childrenTypes = new IAType[children.size()];
+        int i = 0;
+        for (Map.Entry<String, IExpectedSchemaNode> child : children) {
+            childrenFieldNames[i] = child.getKey();
+            childrenTypes[i++] = child.getValue().accept(this, String.valueOf(counter++));
+        }
+
+        return new ARecordType(arg, childrenFieldNames, childrenTypes, true);
+    }
+
+    private FunctionCallInformation createFunctionCallInformation(IExpectedSchemaNode node) {
+        return new FunctionCallInformation(node.getFunctionName(), node.getSourceLocation());
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpressionValueAccessPushdownVisitor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpressionValueAccessPushdownVisitor.java
new file mode 100644
index 0000000..a8dfe1e
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/ExpressionValueAccessPushdownVisitor.java
@@ -0,0 +1,183 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+
+class ExpressionValueAccessPushdownVisitor implements ILogicalExpressionReferenceTransform {
+    //Set of supported type-check functions
+    static final Set<FunctionIdentifier> TYPE_CHECK_FUNCTIONS = createSupportedTypeCheckFunctions();
+    //Set of supported array functions
+    static final Set<FunctionIdentifier> ARRAY_FUNCTIONS = createSupportedArrayFunctions();
+    //Set of supported functions that we can pushdown
+    static final Set<FunctionIdentifier> SUPPORTED_FUNCTIONS = createSupportedFunctions();
+
+    private final ExpectedSchemaBuilder builder;
+    private List<LogicalVariable> producedVariables;
+    private int producedVariableIndex;
+
+    public ExpressionValueAccessPushdownVisitor(ExpectedSchemaBuilder builder) {
+        this.builder = builder;
+        end();
+    }
+
+    public void init(List<LogicalVariable> producedVariables) {
+        this.producedVariables = producedVariables;
+        producedVariableIndex = 0;
+    }
+
+    @Override
+    public boolean transform(Mutable<ILogicalExpression> expression) throws AlgebricksException {
+        if (producedVariableIndex == -1) {
+            //This for ensuring that the produced variables (if any) should be set
+            throw new IllegalStateException("init must be called first");
+        }
+        pushValueAccessExpression(expression, getNextProducedVariable());
+        return false;
+    }
+
+    public void end() {
+        producedVariables = null;
+        producedVariableIndex = -1;
+    }
+
+    private LogicalVariable getNextProducedVariable() {
+        LogicalVariable variable = producedVariables != null ? producedVariables.get(producedVariableIndex) : null;
+        producedVariableIndex++;
+        return variable;
+    }
+
+    /**
+     * Pushdown field access expressions and array access expressions down
+     */
+    private void pushValueAccessExpression(Mutable<ILogicalExpression> exprRef, LogicalVariable producedVar) {
+        final ILogicalExpression expr = exprRef.getValue();
+        if (skipPushdown(expr)) {
+            return;
+        }
+
+        final AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+
+        if (isSuccessfullyPushedDown(funcExpr, producedVar)) {
+            //We successfully pushed down the value access function
+            return;
+        }
+
+        //Check nested arguments if contains any pushable value access
+        pushValueAccessExpressionArg(funcExpr.getArguments());
+    }
+
+    /**
+     * Check if we can pushdown an expression. Also, unregister a variable if we found that a common expression value is
+     * required in its entirety.
+     */
+    private boolean skipPushdown(ILogicalExpression expr) {
+        if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+            LogicalVariable variable = VariableUtilities.getVariable(expr);
+            unregisterVariableIfNeeded(variable);
+            return true;
+        }
+        return expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL || !builder.containsRegisteredDatasets()
+                || isTypeCheckOnVariable(expr);
+    }
+
+    /**
+     * If the expression is a type-check function on a variable. We should stop as we do not want to unregister
+     * the variable used by the type-check function.
+     * <p>
+     * Example:
+     * SELECT p.personInfo.name
+     * FROM Person p
+     * WHERE p.personInfo IS NOT MISSING;
+     * <p>
+     * Plan:
+     * ...
+     * assign [$$17] <- [$$18.getField(\"name\")]
+     * select (not(is-missing($$18)))
+     * ...
+     * assign [$$18] <- [$$p.getField(\"personInfo\")]
+     * ...
+     * data-scan []<-[$$p] <- test.ParquetDataset project ({personInfo:{name:VALUE}})
+     * <p>
+     * In this case, is-missing($$18) could unregister $$18 since it requires the entire value (personInfo) and we
+     * won't be able to pushdown the access of (personInfo.name). This check would allow (personInfo.name) to be
+     * pushed down to data scan.
+     *
+     * @param expression expression
+     * @return if the function is a type-check function and has a variable argument.
+     */
+    private boolean isTypeCheckOnVariable(ILogicalExpression expression) {
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expression;
+        return TYPE_CHECK_FUNCTIONS.contains(funcExpr.getFunctionIdentifier())
+                && funcExpr.getArguments().get(0).getValue().getExpressionTag() == LogicalExpressionTag.VARIABLE;
+    }
+
+    private void pushValueAccessExpressionArg(List<Mutable<ILogicalExpression>> exprList) {
+        for (Mutable<ILogicalExpression> exprRef : exprList) {
+            /*
+             * We need to set the produced variable as null here as the produced variable will not correspond to the
+             * nested expression.
+             */
+            pushValueAccessExpression(exprRef, null);
+        }
+    }
+
+    private boolean isSuccessfullyPushedDown(AbstractFunctionCallExpression funcExpr, LogicalVariable producedVar) {
+        return SUPPORTED_FUNCTIONS.contains(funcExpr.getFunctionIdentifier())
+                && builder.setSchemaFromExpression(funcExpr, producedVar);
+    }
+
+    private void unregisterVariableIfNeeded(LogicalVariable variable) {
+        if (builder.isVariableRegistered(variable)) {
+            builder.unregisterVariable(variable);
+        }
+    }
+
+    private static Set<FunctionIdentifier> createSupportedArrayFunctions() {
+        return Set.of(BuiltinFunctions.GET_ITEM, BuiltinFunctions.ARRAY_STAR, BuiltinFunctions.SCAN_COLLECTION);
+    }
+
+    private static Set<FunctionIdentifier> createSupportedFunctions() {
+        Set<FunctionIdentifier> supportedFunctions = new HashSet<>();
+        //For objects, only field-access-by-name is supported
+        supportedFunctions.add(BuiltinFunctions.FIELD_ACCESS_BY_NAME);
+        supportedFunctions.addAll(ARRAY_FUNCTIONS);
+        return supportedFunctions;
+    }
+
+    private static Set<FunctionIdentifier> createSupportedTypeCheckFunctions() {
+        return Set.of(BuiltinFunctions.IS_ARRAY, BuiltinFunctions.IS_OBJECT, BuiltinFunctions.IS_ATOMIC,
+                BuiltinFunctions.IS_NUMBER, BuiltinFunctions.IS_BOOLEAN, BuiltinFunctions.IS_STRING,
+                AlgebricksBuiltinFunctions.IS_MISSING, AlgebricksBuiltinFunctions.IS_NULL, BuiltinFunctions.IS_UNKNOWN);
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/OperatorValueAccessPushdownVisitor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/OperatorValueAccessPushdownVisitor.java
new file mode 100644
index 0000000..6739384
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/OperatorValueAccessPushdownVisitor.java
@@ -0,0 +1,477 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.asterix.common.config.DatasetConfig;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.asterix.metadata.declared.DataSource;
+import org.apache.asterix.metadata.declared.DatasetDataSource;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.entities.ExternalDatasetDetails;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.optimizer.rules.pushdown.schema.RootExpectedSchemaNode;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DelegateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ForwardOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WindowOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * This visitor visits the entire plan and tries to build the information of the required values from all dataset
+ */
+public class OperatorValueAccessPushdownVisitor implements ILogicalOperatorVisitor<Void, Void> {
+
+    private final IOptimizationContext context;
+    //Requested schema builder. It is only expected schema not a definite one
+    private final ExpectedSchemaBuilder builder;
+    //To visit every expression in each operator
+    private final ExpressionValueAccessPushdownVisitor pushdownVisitor;
+    //Datasets that allow pushdowns
+    private final Map<LogicalVariable, DataSourceScanOperator> registeredDatasets;
+    //visitedOperators so we do not visit the same operator twice (in case of REPLICATE)
+    private final Set<ILogicalOperator> visitedOperators;
+
+    public OperatorValueAccessPushdownVisitor(IOptimizationContext context) {
+        this.context = context;
+        builder = new ExpectedSchemaBuilder();
+        registeredDatasets = new HashMap<>();
+        pushdownVisitor = new ExpressionValueAccessPushdownVisitor(builder);
+        visitedOperators = new HashSet<>();
+    }
+
+    public void finish() {
+        for (Map.Entry<LogicalVariable, DataSourceScanOperator> scan : registeredDatasets.entrySet()) {
+            scan.getValue().setProjectionInfo(builder.createProjectionInfo(scan.getKey()));
+        }
+    }
+
+    /**
+     * Visit every input of an operator. Then, start pushdown any value expression that the operator has
+     *
+     * @param op                the operator to process
+     * @param producedVariables any produced variables by the operator. We only care about the {@link AssignOperator}
+     *                          and {@link UnnestOperator} variables for now.
+     */
+    private void visitInputs(ILogicalOperator op, List<LogicalVariable> producedVariables) throws AlgebricksException {
+        if (visitedOperators.contains(op)) {
+            return;
+        }
+        for (Mutable<ILogicalOperator> child : op.getInputs()) {
+            child.getValue().accept(this, null);
+        }
+        visitedOperators.add(op);
+        //Initiate the pushdown visitor
+        pushdownVisitor.init(producedVariables);
+        //pushdown any expression the operator has
+        op.acceptExpressionTransform(pushdownVisitor);
+        pushdownVisitor.end();
+    }
+
+    /*
+     * ******************************************************************************
+     * Operators that need to handle special cases
+     * ******************************************************************************
+     */
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        if (op.getVariables().isEmpty()) {
+            //If the variables are empty and the next operator is DataSourceScanOperator, then set empty record
+            setEmptyRecord(op.getInputs().get(0).getValue());
+        }
+        return null;
+    }
+
+    /**
+     * From the {@link DataSourceScanOperator}, we need to register the payload variable (record variable) to check
+     * which expression in the plan is using it.
+     */
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        DatasetDataSource datasetDataSource = getDatasetDataSourceIfApplicable(op);
+        if (datasetDataSource != null) {
+            LogicalVariable recordVar = datasetDataSource.getDataRecordVariable(op.getVariables());
+            if (!builder.isVariableRegistered(recordVar)) {
+                /*
+                 * This is the first time we see the dataset, and we know we might only need part of the record.
+                 * Register the dataset to prepare for value access expression pushdowns.
+                 * Initially, we will request the entire record.
+                 */
+                builder.registerDataset(recordVar, RootExpectedSchemaNode.ALL_FIELDS_ROOT_NODE);
+                registeredDatasets.put(recordVar, op);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        if (!op.isGlobal() && isCountConstant(op.getExpressions())) {
+            /*
+             * Optimize the SELECT COUNT(*) case
+             * It is local aggregate and has agg-sql-count function with a constant argument. Set empty record if the
+             * input operator is DataSourceScanOperator
+             */
+            setEmptyRecord(op.getInputs().get(0).getValue());
+        }
+        return null;
+    }
+
+    /*
+     * ******************************************************************************
+     * Helper methods
+     * ******************************************************************************
+     */
+
+    /**
+     * The role of this method is:
+     * 1- Check whether the dataset is an external dataset and allows value access pushdowns
+     * 2- return the actual DatasetDataSource
+     */
+    private DatasetDataSource getDatasetDataSourceIfApplicable(DataSourceScanOperator scan) throws AlgebricksException {
+        DataSource dataSource = (DataSource) scan.getDataSource();
+        if (dataSource == null) {
+            return null;
+        }
+
+        MetadataProvider mp = (MetadataProvider) context.getMetadataProvider();
+        DataverseName dataverse = dataSource.getId().getDataverseName();
+        String datasetName = dataSource.getId().getDatasourceName();
+        Dataset dataset = mp.findDataset(dataverse, datasetName);
+
+        //Only external dataset can have pushed down expressions
+        if (dataset == null || dataset.getDatasetType() == DatasetConfig.DatasetType.INTERNAL
+                || dataset.getDatasetType() == DatasetConfig.DatasetType.EXTERNAL && !ExternalDataUtils
+                        .supportsPushdown(((ExternalDatasetDetails) dataset.getDatasetDetails()).getProperties())) {
+            return null;
+        }
+
+        return (DatasetDataSource) dataSource;
+    }
+
+    /**
+     * If the inputOp is a {@link DataSourceScanOperator}, then set the projected value needed as empty record
+     *
+     * @param inputOp an operator that is potentially a {@link DataSourceScanOperator}
+     * @see #visitAggregateOperator(AggregateOperator, Void)
+     * @see #visitProjectOperator(ProjectOperator, Void)
+     */
+    private void setEmptyRecord(ILogicalOperator inputOp) throws AlgebricksException {
+        if (inputOp.getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN) {
+            DataSourceScanOperator scan = (DataSourceScanOperator) inputOp;
+            DatasetDataSource datasetDataSource = getDatasetDataSourceIfApplicable(scan);
+            if (datasetDataSource != null) {
+                //We know that we only need the count of objects. So return empty objects only
+                LogicalVariable recordVar = datasetDataSource.getDataRecordVariable(scan.getVariables());
+                /*
+                 * Set the root node as EMPTY_ROOT_NODE (i.e., no fields will be read from disk). We register the
+                 * dataset with EMPTY_ROOT_NODE so that we skip pushdowns on empty node.
+                 */
+                builder.registerDataset(recordVar, RootExpectedSchemaNode.EMPTY_ROOT_NODE);
+            }
+        }
+    }
+
+    private boolean isCountConstant(List<Mutable<ILogicalExpression>> expressions) {
+        if (expressions.size() != 1) {
+            return false;
+        }
+        ILogicalExpression expression = expressions.get(0).getValue();
+        if (expression.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expression;
+        FunctionIdentifier fid = funcExpr.getFunctionIdentifier();
+        return BuiltinFunctions.SQL_COUNT.equals(fid)
+                && funcExpr.getArguments().get(0).getValue().getExpressionTag() == LogicalExpressionTag.CONSTANT;
+    }
+
+    private void visitSubplans(List<ILogicalPlan> nestedPlans) throws AlgebricksException {
+        for (ILogicalPlan plan : nestedPlans) {
+            for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+                visitInputs(root.getValue());
+            }
+        }
+    }
+
+    /*
+     * ******************************************************************************
+     * Pushdown when possible for each operator
+     * ******************************************************************************
+     */
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op, op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        visitSubplans(op.getNestedPlans());
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op, op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        visitSubplans(op.getNestedPlans());
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDelegateOperator(DelegateOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitSplitOperator(SplitOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestOperator(LeftOuterUnnestOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitForwardOperator(ForwardOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        return null;
+    }
+
+    @Override
+    public Void visitWindowOperator(WindowOperator op, Void arg) throws AlgebricksException {
+        visitInputs(op);
+        visitSubplans(op.getNestedPlans());
+        return null;
+    }
+
+    private void visitInputs(ILogicalOperator op) throws AlgebricksException {
+        visitInputs(op, null);
+    }
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractComplexExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractComplexExpectedSchemaNode.java
new file mode 100644
index 0000000..5da5149
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractComplexExpectedSchemaNode.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public abstract class AbstractComplexExpectedSchemaNode extends AbstractExpectedSchemaNode {
+
+    AbstractComplexExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        super(parent, sourceLocation, functionName);
+    }
+
+    @Override
+    public IExpectedSchemaNode replaceIfNeeded(ExpectedSchemaNodeType expectedNodeType, SourceLocation sourceLocation,
+            String functionName) {
+        //If no change is required, return the same node
+        IExpectedSchemaNode node = this;
+        if (expectedNodeType == ExpectedSchemaNodeType.ANY) {
+            /*
+             * We want to fall back to ANY. This could happen if we needed one nested value in one expression but
+             * another expression, the entire node is needed. So, we fall back to ANY and remove any information
+             * about the nested value. For example:
+             * SELECT t.hashtags[*].text, t.hashtags
+             * FROM Tweets t
+             * In this case, we first saw (t.hashtags[*].text), but the next expression (t.hashtags) requested
+             * the entire hashtags. So, the expected type for hashtags should be ANY
+             */
+            node = new AnyExpectedSchemaNode(getParent(), getSourceLocation(), getFunctionName());
+            getParent().replaceChild(this, node);
+        } else if (expectedNodeType != getType()) {
+            /*
+             * We need to change the type to UNION, as the same value was accessed as an ARRAY and as an OBJECT.
+             * This is possible if we have heterogeneous value access in the query.
+             */
+
+            //Create UNION node and its parent is the parent of this
+            UnionExpectedSchemaNode unionSchemaNode =
+                    new UnionExpectedSchemaNode(getParent(), getSourceLocation(), getFunctionName());
+
+            //Add this as a child of UNION
+            unionSchemaNode.addChild(this);
+            /*
+             * Replace the reference of this in its parent with the union node
+             * Before: parent --> this
+             * After:  parent --> UNION --> this
+             */
+            getParent().replaceChild(this, unionSchemaNode);
+            /*
+             * Set the parent of this to union
+             * Before: oldParent <-- this
+             * After:  oldParent <-- UNION <-- this
+             */
+            setParent(unionSchemaNode);
+            /*
+             * Add the new child with the expected type to union
+             * Before: UNION <-- this
+             * After:  UNION <-- (this, newChild)
+             */
+            unionSchemaNode.createChild(expectedNodeType, sourceLocation, functionName);
+            node = unionSchemaNode;
+        }
+        return node;
+    }
+
+    protected abstract void replaceChild(IExpectedSchemaNode oldNode, IExpectedSchemaNode newNode);
+
+    public static AbstractComplexExpectedSchemaNode createNestedNode(ExpectedSchemaNodeType type,
+            AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation, String functionName) {
+        switch (type) {
+            case ARRAY:
+                return new ArrayExpectedSchemaNode(parent, sourceLocation, functionName);
+            case OBJECT:
+                return new ObjectExpectedSchemaNode(parent, sourceLocation, functionName);
+            case UNION:
+                return new UnionExpectedSchemaNode(parent, sourceLocation, functionName);
+            default:
+                throw new IllegalStateException(type + " is not nested or unknown");
+        }
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractExpectedSchemaNode.java
new file mode 100644
index 0000000..3c6cc95
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AbstractExpectedSchemaNode.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+abstract class AbstractExpectedSchemaNode implements IExpectedSchemaNode {
+    private AbstractComplexExpectedSchemaNode parent;
+    private final SourceLocation sourceLocation;
+    private final String functionName;
+
+    AbstractExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        this.parent = parent;
+        this.sourceLocation = sourceLocation;
+        this.functionName = functionName;
+    }
+
+    @Override
+    public final AbstractComplexExpectedSchemaNode getParent() {
+        return parent;
+    }
+
+    @Override
+    public final SourceLocation getSourceLocation() {
+        return sourceLocation;
+    }
+
+    @Override
+    public final String getFunctionName() {
+        return functionName;
+    }
+
+    protected void setParent(AbstractComplexExpectedSchemaNode parent) {
+        this.parent = parent;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AnyExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AnyExpectedSchemaNode.java
new file mode 100644
index 0000000..834a405
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/AnyExpectedSchemaNode.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class AnyExpectedSchemaNode extends AbstractExpectedSchemaNode {
+
+    public AnyExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        super(parent, sourceLocation, functionName);
+    }
+
+    @Override
+    public IExpectedSchemaNode replaceIfNeeded(ExpectedSchemaNodeType expectedNodeType, SourceLocation sourceLocation,
+            String functionName) {
+        if (expectedNodeType == ExpectedSchemaNodeType.ANY) {
+            return this;
+        }
+        /*
+         * ANY node is typeless (i.e., we do not know what is the possible type of ANY node) when we created it.
+         * However, now the query says it is (possibly) a nested value. We know that because there is a field
+         * access expression or an array access expression on that node. So, we should replace the ANY node to
+         * the given nested type.
+         */
+        AbstractComplexExpectedSchemaNode parent = getParent();
+        AbstractComplexExpectedSchemaNode nestedNode = AbstractComplexExpectedSchemaNode
+                .createNestedNode(expectedNodeType, parent, getSourceLocation(), functionName);
+        parent.replaceChild(this, nestedNode);
+        return nestedNode;
+    }
+
+    @Override
+    public ExpectedSchemaNodeType getType() {
+        return ExpectedSchemaNodeType.ANY;
+    }
+
+    @Override
+    public <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ArrayExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ArrayExpectedSchemaNode.java
new file mode 100644
index 0000000..b000dc8
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ArrayExpectedSchemaNode.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class ArrayExpectedSchemaNode extends AbstractComplexExpectedSchemaNode {
+    private IExpectedSchemaNode child;
+
+    ArrayExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        super(parent, sourceLocation, functionName);
+    }
+
+    @Override
+    public ExpectedSchemaNodeType getType() {
+        return ExpectedSchemaNodeType.ARRAY;
+    }
+
+    public IExpectedSchemaNode getChild() {
+        return child;
+    }
+
+    public void addChild(IExpectedSchemaNode child) {
+        this.child = child;
+    }
+
+    @Override
+    public <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public void replaceChild(IExpectedSchemaNode oldNode, IExpectedSchemaNode newNode) {
+        if (oldNode != child) {
+            //this should not happen
+            throw new IllegalStateException("Node " + oldNode.getType() + " is not a child");
+        }
+        child = newNode;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ExpectedSchemaNodeType.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ExpectedSchemaNodeType.java
new file mode 100644
index 0000000..e6c88b4
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ExpectedSchemaNodeType.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+public enum ExpectedSchemaNodeType {
+    ARRAY,
+    OBJECT,
+    UNION,
+    ANY
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNode.java
new file mode 100644
index 0000000..454e32e
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNode.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+/**
+ * An interface of the expected schema of value access expressions in a query.
+ */
+public interface IExpectedSchemaNode {
+
+    /**
+     * @return node type
+     */
+    ExpectedSchemaNodeType getType();
+
+    /**
+     * @return source location of the value access
+     */
+    SourceLocation getSourceLocation();
+
+    /**
+     * @return value access function name
+     */
+    String getFunctionName();
+
+    /**
+     * @return the parent of a node
+     */
+    AbstractComplexExpectedSchemaNode getParent();
+
+    /**
+     * For visiting a node
+     *
+     * @param visitor schema node visitor
+     * @param arg     any argument might be needed by the visitor
+     * @param <R>     return type
+     * @param <T>     argument type
+     */
+    <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg);
+
+    /**
+     * Replace a node from one type to another
+     * Example:
+     * - {@link ExpectedSchemaNodeType#ANY} to {@link ExpectedSchemaNodeType#OBJECT}
+     * - {@link ExpectedSchemaNodeType#OBJECT} to {@link ExpectedSchemaNodeType#UNION}
+     *
+     * @param expectedNodeType what is the other expected type
+     * @param sourceLocation   source location of the value access
+     * @param functionName     function name as in {@link FunctionIdentifier#getName()}
+     * @see AbstractComplexExpectedSchemaNode#replaceIfNeeded(ExpectedSchemaNodeType, SourceLocation, String)
+     * @see UnionExpectedSchemaNode#replaceIfNeeded(ExpectedSchemaNodeType, SourceLocation, String)
+     */
+    IExpectedSchemaNode replaceIfNeeded(ExpectedSchemaNodeType expectedNodeType, SourceLocation sourceLocation,
+            String functionName);
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNodeVisitor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNodeVisitor.java
new file mode 100644
index 0000000..754503a
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/IExpectedSchemaNodeVisitor.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+public interface IExpectedSchemaNodeVisitor<R, T> {
+
+    R visit(RootExpectedSchemaNode node, T arg);
+
+    R visit(ObjectExpectedSchemaNode node, T arg);
+
+    R visit(ArrayExpectedSchemaNode node, T arg);
+
+    R visit(UnionExpectedSchemaNode node, T arg);
+
+    R visit(AnyExpectedSchemaNode node, T arg);
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ObjectExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ObjectExpectedSchemaNode.java
new file mode 100644
index 0000000..02307c0
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/ObjectExpectedSchemaNode.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class ObjectExpectedSchemaNode extends AbstractComplexExpectedSchemaNode {
+    private final Map<String, IExpectedSchemaNode> children;
+
+    ObjectExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        super(parent, sourceLocation, functionName);
+        children = new HashMap<>();
+    }
+
+    public Set<Map.Entry<String, IExpectedSchemaNode>> getChildren() {
+        return children.entrySet();
+    }
+
+    public IExpectedSchemaNode addChild(String fieldName, IExpectedSchemaNode child) {
+        children.put(fieldName, child);
+        return child;
+    }
+
+    @Override
+    public ExpectedSchemaNodeType getType() {
+        return ExpectedSchemaNodeType.OBJECT;
+    }
+
+    @Override
+    public <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public void replaceChild(IExpectedSchemaNode oldNode, IExpectedSchemaNode newNode) {
+        String key = null;
+        for (Map.Entry<String, IExpectedSchemaNode> child : children.entrySet()) {
+            if (child.getValue() == oldNode) {
+                key = child.getKey();
+                break;
+            }
+        }
+
+        if (key == null) {
+            //this should not happen
+            throw new IllegalStateException("Node " + oldNode.getType() + " is not a child");
+        }
+        children.replace(key, newNode);
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/RootExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/RootExpectedSchemaNode.java
new file mode 100644
index 0000000..1a978f3
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/RootExpectedSchemaNode.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class RootExpectedSchemaNode extends ObjectExpectedSchemaNode {
+    //Root with zero fields
+    private static final int EMPTY_ROOT = 0;
+    //Root with the entire fields
+    private static final int ALL_FIELDS_ROOT = 1;
+    //Root with custom fields
+    private static final int CLIPPED_ROOT = 2;
+    public static final RootExpectedSchemaNode ALL_FIELDS_ROOT_NODE = new RootExpectedSchemaNode(ALL_FIELDS_ROOT);
+    public static final RootExpectedSchemaNode EMPTY_ROOT_NODE = new RootExpectedSchemaNode(EMPTY_ROOT);
+
+    private final int rootType;
+
+    RootExpectedSchemaNode() {
+        this(CLIPPED_ROOT);
+    }
+
+    private RootExpectedSchemaNode(int rootType) {
+        super(null, null, null);
+        this.rootType = rootType;
+    }
+
+    public int getRootType() {
+        return rootType;
+    }
+
+    @Override
+    public AbstractComplexExpectedSchemaNode replaceIfNeeded(ExpectedSchemaNodeType expectedNodeType,
+            SourceLocation sourceLocation, String functionName) {
+        if (rootType == ALL_FIELDS_ROOT) {
+            //ALL_FIELDS_ROOT. Return a new CLIPPED_ROOT root
+            return new RootExpectedSchemaNode();
+        }
+        return this;
+    }
+
+    @Override
+    public <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
+    public boolean isEmpty() {
+        return rootType == EMPTY_ROOT;
+    }
+
+    public boolean isAllFields() {
+        return rootType == ALL_FIELDS_ROOT;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/UnionExpectedSchemaNode.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/UnionExpectedSchemaNode.java
new file mode 100644
index 0000000..3a675b8
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/pushdown/schema/UnionExpectedSchemaNode.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.pushdown.schema;
+
+import java.util.EnumMap;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class UnionExpectedSchemaNode extends AbstractComplexExpectedSchemaNode {
+    private final Map<ExpectedSchemaNodeType, AbstractComplexExpectedSchemaNode> children;
+
+    protected UnionExpectedSchemaNode(AbstractComplexExpectedSchemaNode parent, SourceLocation sourceLocation,
+            String functionName) {
+        super(parent, sourceLocation, functionName);
+        children = new EnumMap<>(ExpectedSchemaNodeType.class);
+    }
+
+    /**
+     * A UNION type must have both ARRAY and OBJECT when first created - the only possible values. Thus, we cannot
+     * replace a child of a UNION type to ANY. We can only replace the union itself to ANY.
+     */
+    @Override
+    protected void replaceChild(IExpectedSchemaNode oldChildNode, IExpectedSchemaNode newChildNode) {
+        throw new UnsupportedOperationException("Cannot replace a child of UNION");
+    }
+
+    protected void addChild(AbstractComplexExpectedSchemaNode node) {
+        children.put(node.getType(), node);
+    }
+
+    public void createChild(ExpectedSchemaNodeType nodeType, SourceLocation sourceLocation, String functionName) {
+        children.computeIfAbsent(nodeType, k -> createNestedNode(k, this, sourceLocation, functionName));
+    }
+
+    public AbstractComplexExpectedSchemaNode getChild(ExpectedSchemaNodeType type) {
+        return children.get(type);
+    }
+
+    public Set<Map.Entry<ExpectedSchemaNodeType, AbstractComplexExpectedSchemaNode>> getChildren() {
+        return children.entrySet();
+    }
+
+    @Override
+    public ExpectedSchemaNodeType getType() {
+        return ExpectedSchemaNodeType.UNION;
+    }
+
+    @Override
+    public <R, T> R accept(IExpectedSchemaNodeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
+    /**
+     * We override this method to handle heterogeneous values while UNION exists. We do not need to create another
+     * UNION type - we simply return this. In case we want to fallback to ANY node, we call the super method.
+     *
+     * @param expectedNodeType the expected type
+     * @param sourceLocation   source location of the value access
+     * @param functionName     function name of the expression
+     * @return ANY or this
+     */
+    @Override
+    public IExpectedSchemaNode replaceIfNeeded(ExpectedSchemaNodeType expectedNodeType, SourceLocation sourceLocation,
+            String functionName) {
+        if (expectedNodeType == ExpectedSchemaNodeType.ANY) {
+            return super.replaceIfNeeded(expectedNodeType, sourceLocation, functionName);
+        }
+        return this;
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineLeftNtsInSubplanJoinFlatteningVisitor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineLeftNtsInSubplanJoinFlatteningVisitor.java
index 8326f85..d4b7853 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineLeftNtsInSubplanJoinFlatteningVisitor.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineLeftNtsInSubplanJoinFlatteningVisitor.java
@@ -21,6 +21,7 @@
 import java.util.ArrayList;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Objects;
 import java.util.Set;
 
 import org.apache.commons.lang3.mutable.Mutable;
@@ -33,6 +34,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
@@ -89,6 +91,7 @@
 
     // The target Nts operator.
     private final ILogicalOperator targetNts;
+    private final IAlgebricksConstantValue leftOuterMissingValue;
 
     // The live variables in <code>subplanInputOperator</code> to enforce.
     private final Set<LogicalVariable> liveVarsFromSubplanInput = new HashSet<>();
@@ -112,13 +115,16 @@
      *            the input operator to the target SubplanOperator
      * @param nts
      *            the NestedTupleSourceOperator to be replaced by <code>subplanInputOperator</code>
+     * @param leftOuterMissingValue
      * @throws AlgebricksException
      */
     public InlineLeftNtsInSubplanJoinFlatteningVisitor(IOptimizationContext context,
-            ILogicalOperator subplanInputOperator, ILogicalOperator nts) throws AlgebricksException {
+            ILogicalOperator subplanInputOperator, ILogicalOperator nts, IAlgebricksConstantValue leftOuterMissingValue)
+            throws AlgebricksException {
         this.context = context;
         this.subplanInputOperator = subplanInputOperator;
         this.targetNts = nts;
+        this.leftOuterMissingValue = Objects.requireNonNull(leftOuterMissingValue);
         VariableUtilities.getSubplanLocalLiveVariables(subplanInputOperator, liveVarsFromSubplanInput);
     }
 
@@ -192,7 +198,7 @@
         AbstractBinaryJoinOperator returnOp = op;
         // After rewriting, the original inner join should become an left outer join.
         if (rewritten) {
-            returnOp = new LeftOuterJoinOperator(op.getCondition());
+            returnOp = new LeftOuterJoinOperator(op.getCondition(), leftOuterMissingValue);
             returnOp.setSourceLocation(op.getSourceLocation());
             returnOp.getInputs().addAll(op.getInputs());
             injectNullCheckVars(returnOp);
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineSubplanInputForNestedTupleSourceRule.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineSubplanInputForNestedTupleSourceRule.java
index ae9a886..6220d06 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineSubplanInputForNestedTupleSourceRule.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/InlineSubplanInputForNestedTupleSourceRule.java
@@ -43,6 +43,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
@@ -59,6 +60,7 @@
 import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
 import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 
@@ -300,16 +302,19 @@
             return changedAndVarMap;
         }
 
-        /**
+        IAlgebricksConstantValue leftOuterMissingValue = ConstantExpression.MISSING.getValue();
+
+        /*
          * Apply the special join-based rewriting.
          */
-        Pair<Boolean, LinkedHashMap<LogicalVariable, LogicalVariable>> result = applySpecialFlattening(opRef, context);
+        Pair<Boolean, LinkedHashMap<LogicalVariable, LogicalVariable>> result =
+                applySpecialFlattening(opRef, context, leftOuterMissingValue);
         if (!result.first) {
-            /**
+            /*
              * If the special join-based rewriting does not apply, apply the general
              * rewriting which blindly inlines all NTSs.
              */
-            result = applyGeneralFlattening(opRef, context);
+            result = applyGeneralFlattening(opRef, context, leftOuterMissingValue);
         }
         LinkedHashMap<LogicalVariable, LogicalVariable> returnedMap = new LinkedHashMap<>();
         // Adds variable mappings from input operators.
@@ -359,7 +364,8 @@
     }
 
     private Pair<Boolean, LinkedHashMap<LogicalVariable, LogicalVariable>> applyGeneralFlattening(
-            Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+            Mutable<ILogicalOperator> opRef, IOptimizationContext context,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         SubplanOperator subplanOp = (SubplanOperator) opRef.getValue();
         if (!SubplanFlatteningUtil.containsOperators(subplanOp, EnumSet.of(LogicalOperatorTag.DATASOURCESCAN,
                 LogicalOperatorTag.INNERJOIN, LogicalOperatorTag.LEFTOUTERJOIN))) {
@@ -437,8 +443,8 @@
         } else {
             joinExpr = joinPredicates.size() > 0 ? joinPredicates.get(0).getValue() : ConstantExpression.TRUE;
         }
-        LeftOuterJoinOperator leftOuterJoinOp =
-                new LeftOuterJoinOperator(new MutableObject<>(joinExpr), inputOpRef, rightInputOpRef);
+        LeftOuterJoinOperator leftOuterJoinOp = new LeftOuterJoinOperator(new MutableObject<>(joinExpr), inputOpRef,
+                rightInputOpRef, leftOuterMissingValue);
         leftOuterJoinOp.setSourceLocation(sourceLoc);
         OperatorManipulationUtil.computeTypeEnvironmentBottomUp(rightInputOp, context);
         context.computeAndSetTypeEnvironmentForOperator(leftOuterJoinOp);
@@ -481,7 +487,7 @@
             lowestAggregateRefInSubplan.getValue().getInputs().add(currentOpRef);
         }
 
-        // Adds a select operator into the nested plan for group-by to remove tuples with NULL on {@code assignVar},
+        // Adds a select operator into the nested plan for group-by to remove tuples with MISSING on {@code assignVar},
         // i.e., subplan input tuples that are filtered out within a subplan.
         VariableReferenceExpression assignVarRef = new VariableReferenceExpression(assignVar);
         assignVarRef.setSourceLocation(sourceLoc);
@@ -489,14 +495,15 @@
         List<Mutable<ILogicalExpression>> args = new ArrayList<>();
         args.add(filterVarExpr);
         List<Mutable<ILogicalExpression>> argsForNotFunction = new ArrayList<>();
-        ScalarFunctionCallExpression isMissingExpr =
-                new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.IS_MISSING), args);
+        ScalarFunctionCallExpression isMissingExpr = new ScalarFunctionCallExpression(
+                FunctionUtil.getFunctionInfo(OperatorPropertiesUtil.getIsMissingNullFunction(leftOuterMissingValue)),
+                args);
         isMissingExpr.setSourceLocation(sourceLoc);
         argsForNotFunction.add(new MutableObject<>(isMissingExpr));
         ScalarFunctionCallExpression notExpr = new ScalarFunctionCallExpression(
                 FunctionUtil.getFunctionInfo(BuiltinFunctions.NOT), argsForNotFunction);
         notExpr.setSourceLocation(sourceLoc);
-        SelectOperator selectOp = new SelectOperator(new MutableObject<>(notExpr), false, null);
+        SelectOperator selectOp = new SelectOperator(new MutableObject<>(notExpr));
         selectOp.setSourceLocation(sourceLoc);
         currentOpRef.getValue().getInputs().add(new MutableObject<>(selectOp));
 
@@ -524,7 +531,8 @@
     }
 
     private Pair<Boolean, LinkedHashMap<LogicalVariable, LogicalVariable>> applySpecialFlattening(
-            Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+            Mutable<ILogicalOperator> opRef, IOptimizationContext context,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         SubplanOperator subplanOp = (SubplanOperator) opRef.getValue();
         SourceLocation sourceLoc = subplanOp.getSourceLocation();
         Mutable<ILogicalOperator> inputOpRef = subplanOp.getInputs().get(0);
@@ -554,8 +562,8 @@
         Set<LogicalVariable> liveVars = new HashSet<>();
         VariableUtilities.getLiveVariables(inputOp, liveVars);
 
-        Pair<Set<LogicalVariable>, Mutable<ILogicalOperator>> notNullVarsAndTopJoinRef =
-                SubplanFlatteningUtil.inlineLeftNtsInSubplanJoin(subplanOp, context, newPrimaryKeyFd);
+        Pair<Set<LogicalVariable>, Mutable<ILogicalOperator>> notNullVarsAndTopJoinRef = SubplanFlatteningUtil
+                .inlineLeftNtsInSubplanJoin(subplanOp, context, newPrimaryKeyFd, leftOuterMissingValue);
         if (notNullVarsAndTopJoinRef.first == null) {
             inputOpRef.setValue(inputOpBackup);
             return new Pair<>(false, replacedVarMap);
@@ -588,7 +596,7 @@
         groupbyOp.getInputs().add(new MutableObject<>(topJoinRef.getValue()));
 
         if (!notNullVars.isEmpty()) {
-            // Adds a select operator into the nested plan for group-by to remove tuples with NULL on {@code assignVar},
+            // Adds a select operator into the nested plan for group-by to remove tuples with MISSING on {@code assignVar},
             // i.e., subplan input tuples that are filtered out within a subplan.
             List<Mutable<ILogicalExpression>> nullCheckExprRefs = new ArrayList<>();
             for (LogicalVariable notNullVar : notNullVars) {
@@ -598,8 +606,8 @@
                 List<Mutable<ILogicalExpression>> args = new ArrayList<>();
                 args.add(filterVarExpr);
                 List<Mutable<ILogicalExpression>> argsForNotFunction = new ArrayList<>();
-                ScalarFunctionCallExpression isMissingExpr = new ScalarFunctionCallExpression(
-                        FunctionUtil.getFunctionInfo(BuiltinFunctions.IS_MISSING), args);
+                ScalarFunctionCallExpression isMissingExpr = new ScalarFunctionCallExpression(FunctionUtil
+                        .getFunctionInfo(OperatorPropertiesUtil.getIsMissingNullFunction(leftOuterMissingValue)), args);
                 isMissingExpr.setSourceLocation(sourceLoc);
                 argsForNotFunction.add(new MutableObject<>(isMissingExpr));
                 ScalarFunctionCallExpression notExpr = new ScalarFunctionCallExpression(
@@ -616,7 +624,7 @@
             } else {
                 selectExprRef = nullCheckExprRefs.get(0);
             }
-            SelectOperator selectOp = new SelectOperator(selectExprRef, false, null);
+            SelectOperator selectOp = new SelectOperator(selectExprRef);
             selectOp.setSourceLocation(sourceLoc);
             topJoinRef.setValue(selectOp);
             NestedTupleSourceOperator ntsOp = new NestedTupleSourceOperator(new MutableObject<>(groupbyOp));
@@ -630,9 +638,9 @@
             topJoinRef.setValue(ntsOp);
         }
         opRef.setValue(groupbyOp);
+        VariableUtilities.substituteVariables(groupbyOp, result.second, context);
         OperatorManipulationUtil.computeTypeEnvironmentBottomUp(groupbyOp, context);
 
-        VariableUtilities.substituteVariables(groupbyOp, result.second, context);
         replacedVarMap.putAll(result.second);
         return new Pair<>(true, replacedVarMap);
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/SubplanFlatteningUtil.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/SubplanFlatteningUtil.java
index e3c7d69..916d75d 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/SubplanFlatteningUtil.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/subplan/SubplanFlatteningUtil.java
@@ -32,6 +32,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
@@ -101,13 +102,14 @@
      *            the optimization context
      * @param extraPrimaryKeyFd
      *            extra primary key dependency that needs to be added to the context before performing the rewrite
+     * @param leftOuterMissingValue
      * @return A set of variables used for further null-checks, i.e., variables indicating
      *         whether a tuple produced by a transformed left outer join is a non-match;
      *         a reference to the top join operator in the nested subplan.
      */
     public static Pair<Set<LogicalVariable>, Mutable<ILogicalOperator>> inlineLeftNtsInSubplanJoin(
-            SubplanOperator subplanOp, IOptimizationContext context, FunctionalDependency extraPrimaryKeyFd)
-            throws AlgebricksException {
+            SubplanOperator subplanOp, IOptimizationContext context, FunctionalDependency extraPrimaryKeyFd,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         Pair<Boolean, ILogicalOperator> applicableAndNtsToRewrite =
                 SubplanFlatteningUtil.isQualifiedForSpecialFlattening(subplanOp);
         if (!applicableAndNtsToRewrite.first) {
@@ -120,8 +122,8 @@
 
         ILogicalOperator qualifiedNts = applicableAndNtsToRewrite.second;
         ILogicalOperator subplanInputOp = subplanOp.getInputs().get(0).getValue();
-        InlineLeftNtsInSubplanJoinFlatteningVisitor specialVisitor =
-                new InlineLeftNtsInSubplanJoinFlatteningVisitor(context, subplanInputOp, qualifiedNts);
+        InlineLeftNtsInSubplanJoinFlatteningVisitor specialVisitor = new InlineLeftNtsInSubplanJoinFlatteningVisitor(
+                context, subplanInputOp, qualifiedNts, leftOuterMissingValue);
 
         // Rewrites the query plan.
         Mutable<ILogicalOperator> topRef = subplanOp.getNestedPlans().get(0).getRoots().get(0);
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/AsterixJoinUtils.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/AsterixJoinUtils.java
index 672cb25..5781d6c 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/AsterixJoinUtils.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/AsterixJoinUtils.java
@@ -18,29 +18,14 @@
  */
 package org.apache.asterix.optimizer.rules.util;
 
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.asterix.common.annotations.RangeAnnotation;
-import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
-import org.apache.hyracks.api.exceptions.ErrorCode;
-import org.apache.hyracks.api.exceptions.IWarningCollector;
-import org.apache.hyracks.api.exceptions.Warning;
-import org.apache.hyracks.dataflow.common.data.partition.range.RangeMap;
 
 public class AsterixJoinUtils {
 
-    private static final int LEFT = 0;
-    private static final int RIGHT = 1;
-
     private AsterixJoinUtils() {
     }
 
@@ -49,37 +34,14 @@
         if (!topLevelOp) {
             return;
         }
-        ILogicalExpression conditionLE = op.getCondition().getValue();
-        if (conditionLE.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+        ILogicalExpression joinCondition = op.getCondition().getValue();
+        if (joinCondition.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
             return;
         }
-        List<LogicalVariable> sideLeft = new ArrayList<>(1);
-        List<LogicalVariable> sideRight = new ArrayList<>(1);
-        List<LogicalVariable> varsLeft = op.getInputs().get(LEFT).getValue().getSchema();
-        List<LogicalVariable> varsRight = op.getInputs().get(RIGHT).getValue().getSchema();
-        AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) conditionLE;
-        FunctionIdentifier fi =
-                IntervalJoinUtils.isIntervalJoinCondition(fexp, varsLeft, varsRight, sideLeft, sideRight, LEFT, RIGHT);
-        if (fi == null) {
-            return;
+
+        boolean intervalJoinChosen = IntervalJoinUtils.tryIntervalJoinAssignment(op, context, joinCondition, 0, 1);
+        if (!intervalJoinChosen) {
+            SpatialJoinUtils.trySpatialJoinAssignment(op, context, joinCondition, 0, 1);
         }
-        RangeAnnotation rangeAnnotation = IntervalJoinUtils.findRangeAnnotation(fexp);
-        if (rangeAnnotation == null) {
-            return;
-        }
-        //Check RangeMap type
-        RangeMap rangeMap = rangeAnnotation.getRangeMap();
-        if (rangeMap.getTag(0, 0) != ATypeTag.DATETIME.serialize() && rangeMap.getTag(0, 0) != ATypeTag.DATE.serialize()
-                && rangeMap.getTag(0, 0) != ATypeTag.TIME.serialize()) {
-            IWarningCollector warningCollector = context.getWarningCollector();
-            if (warningCollector.shouldWarn()) {
-                warningCollector.warn(Warning.of(op.getSourceLocation(), ErrorCode.INAPPLICABLE_HINT,
-                        "Date, DateTime, and Time are only range hints types supported for interval joins"));
-            }
-            return;
-        }
-        IntervalPartitions intervalPartitions =
-                IntervalJoinUtils.createIntervalPartitions(op, fi, sideLeft, sideRight, rangeMap, context, LEFT, RIGHT);
-        IntervalJoinUtils.setSortMergeIntervalJoinOp(op, fi, sideLeft, sideRight, context, intervalPartitions);
     }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/FullTextUtil.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/FullTextUtil.java
new file mode 100644
index 0000000..ab62e85
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/FullTextUtil.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.util;
+
+import java.util.List;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.utils.ConstantExpressionUtil;
+import org.apache.asterix.optimizer.rules.am.IOptimizableFuncExpr;
+import org.apache.asterix.optimizer.rules.am.InvertedIndexAccessMethod;
+import org.apache.asterix.runtime.evaluators.functions.FullTextContainsFunctionDescriptor;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class FullTextUtil {
+
+    public static boolean isFullTextContainsFunctionExpr(IOptimizableFuncExpr expr) {
+        return isFullTextContainsFunctionExpr(expr.getFuncExpr());
+    }
+
+    public static boolean isFullTextContainsFunctionExpr(AbstractFunctionCallExpression expr) {
+        FunctionIdentifier funcId = expr.getFunctionIdentifier();
+        if (funcId.equals(BuiltinFunctions.FULLTEXT_CONTAINS)
+                || funcId.equals(BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION)) {
+            return true;
+        }
+        return false;
+    }
+
+    // If not a full-text function expression, then return null
+    // Otherwise, return the full-text config if one exists in the expression, otherwise return the default config
+    public static String getFullTextConfigNameFromExpr(IOptimizableFuncExpr expr) {
+        return getFullTextConfigNameFromExpr(expr.getFuncExpr());
+    }
+
+    // ToDo: here we are parsing the expr manually, maybe we can find a better way to parse the arguments,
+    //  e.g. convert the argument into an AdmObjectNode and then read from the object node
+    public static String getFullTextConfigNameFromExpr(AbstractFunctionCallExpression funcExpr) {
+        if (isFullTextContainsFunctionExpr(funcExpr) == false) {
+            return null;
+        }
+
+        String configName = null;
+        List<Mutable<ILogicalExpression>> arguments = funcExpr.getArguments();
+
+        // The first two arguments are
+        // 1) the full-text record field to be queried,
+        // 2) the query keyword array
+        // The next fields are the list of full-text search options,
+        // say, the next 4 fields can be "mode", "all", "config", "my_full_text_config"
+        // Originally, the full-text search option is an Asterix record such as
+        //     {"mode": "all", "config": "my_full_text_config"}
+        for (int i = 2; i < arguments.size(); i += 2) {
+            // The the full-text search option arguments are already checked in FullTextContainsParameterCheckAndSetRule,
+            String optionName = ConstantExpressionUtil.getStringConstant(arguments.get(i).getValue());
+
+            if (optionName.equalsIgnoreCase(FullTextContainsFunctionDescriptor.FULLTEXT_CONFIG_OPTION)) {
+                configName = ConstantExpressionUtil.getStringConstant(arguments.get(i + 1).getValue());
+                break;
+            }
+        }
+
+        return configName;
+    }
+
+    public static InvertedIndexAccessMethod.SearchModifierType getFullTextSearchModeFromExpr(
+            AbstractFunctionCallExpression funcExpr) {
+
+        // After the third argument, the following arguments are full-text search options.
+        for (int i = 2; i < funcExpr.getArguments().size(); i = i + 2) {
+            String optionName = ConstantExpressionUtil.getStringArgument(funcExpr, i);
+
+            if (optionName.equals(FullTextContainsFunctionDescriptor.SEARCH_MODE_OPTION)) {
+                String searchType = ConstantExpressionUtil.getStringArgument(funcExpr, i + 1);
+
+                if (searchType.equals(FullTextContainsFunctionDescriptor.SearchMode.ALL.getValue())) {
+                    return InvertedIndexAccessMethod.SearchModifierType.CONJUNCTIVE;
+                } else {
+                    return InvertedIndexAccessMethod.SearchModifierType.DISJUNCTIVE;
+                }
+            }
+        }
+
+        // Use CONJUNCTIVE by default
+        return InvertedIndexAccessMethod.SearchModifierType.CONJUNCTIVE;
+    }
+
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/IntervalJoinUtils.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/IntervalJoinUtils.java
index e10f9fb..340c841 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/IntervalJoinUtils.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/IntervalJoinUtils.java
@@ -32,6 +32,7 @@
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.operators.joins.interval.utils.AfterIntervalJoinUtilFactory;
 import org.apache.asterix.runtime.operators.joins.interval.utils.BeforeIntervalJoinUtilFactory;
 import org.apache.asterix.runtime.operators.joins.interval.utils.CoveredByIntervalJoinUtilFactory;
@@ -60,6 +61,8 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.physical.AssignPOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty.PartitioningType;
 import org.apache.hyracks.algebricks.core.algebra.properties.IntervalColumn;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.Warning;
 import org.apache.hyracks.dataflow.common.data.partition.range.RangeMap;
 
 public class IntervalJoinUtils {
@@ -76,6 +79,44 @@
         INTERVAL_JOIN_CONDITIONS.put(BuiltinFunctions.INTERVAL_OVERLAPS, BuiltinFunctions.INTERVAL_OVERLAPPED_BY);
     }
 
+    protected static boolean tryIntervalJoinAssignment(AbstractBinaryJoinOperator op, IOptimizationContext context,
+            ILogicalExpression joinCondition, int left, int right) throws AlgebricksException {
+        List<LogicalVariable> sideLeft = new ArrayList<>(1);
+        List<LogicalVariable> sideRight = new ArrayList<>(1);
+        List<LogicalVariable> varsLeft = op.getInputs().get(left).getValue().getSchema();
+        List<LogicalVariable> varsRight = op.getInputs().get(right).getValue().getSchema();
+
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) joinCondition;
+        FunctionIdentifier fi = IntervalJoinUtils.isIntervalJoinCondition(funcExpr, varsLeft, varsRight, sideLeft,
+                sideRight, left, right);
+        if (fi == null) {
+            return false;
+        }
+
+        // Existing workflow for interval merge join
+        RangeAnnotation rangeAnnotation = IntervalJoinUtils.findRangeAnnotation(funcExpr);
+        if (rangeAnnotation == null) {
+            return false;
+        }
+
+        //Check RangeMap type
+        RangeMap rangeMap = rangeAnnotation.getRangeMap();
+        if (rangeMap.getTag(0, 0) != ATypeTag.DATETIME.serialize() && rangeMap.getTag(0, 0) != ATypeTag.DATE.serialize()
+                && rangeMap.getTag(0, 0) != ATypeTag.TIME.serialize()) {
+            IWarningCollector warningCollector = context.getWarningCollector();
+            if (warningCollector.shouldWarn()) {
+                warningCollector.warn(Warning.of(op.getSourceLocation(),
+                        org.apache.hyracks.api.exceptions.ErrorCode.INAPPLICABLE_HINT,
+                        "Date, DateTime, and Time are only range hints types supported for interval joins"));
+            }
+            return false;
+        }
+        IntervalPartitions intervalPartitions =
+                IntervalJoinUtils.createIntervalPartitions(op, fi, sideLeft, sideRight, rangeMap, context, left, right);
+        IntervalJoinUtils.setSortMergeIntervalJoinOp(op, fi, sideLeft, sideRight, context, intervalPartitions);
+        return true;
+    }
+
     protected static RangeAnnotation findRangeAnnotation(AbstractFunctionCallExpression fexp) {
         return fexp.getAnnotation(RangeAnnotation.class);
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/SpatialJoinUtils.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/SpatialJoinUtils.java
new file mode 100644
index 0000000..ca997e0
--- /dev/null
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/optimizer/rules/util/SpatialJoinUtils.java
@@ -0,0 +1,656 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.optimizer.rules.util;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+
+import org.apache.asterix.algebra.operators.physical.SpatialJoinPOperator;
+import org.apache.asterix.common.annotations.SpatialJoinAnnotation;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.APoint;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtilFactory;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.IntersectSpatialJoinUtilFactory;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AggregatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AssignPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.BroadcastExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.NestedLoopJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.OneToOneExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RandomPartitionExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.ReplicatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.UnnestPOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class SpatialJoinUtils {
+
+    private static final int DEFAULT_ROWS = 100;
+    private static final int DEFAULT_COLUMNS = 100;
+
+    protected static boolean trySpatialJoinAssignment(AbstractBinaryJoinOperator op, IOptimizationContext context,
+            ILogicalExpression joinCondition, int left, int right) throws AlgebricksException {
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) joinCondition;
+        // Check if the join condition contains spatial join
+        AbstractFunctionCallExpression spatialJoinFuncExpr = null;
+        // Maintain conditions which is not spatial_intersect in the join condition
+        List<Mutable<ILogicalExpression>> conditionExprs = new ArrayList<>();
+
+        if (funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.AND)) {
+            // Join condition contains multiple conditions along with spatial_intersect
+            List<Mutable<ILogicalExpression>> inputExprs = funcExpr.getArguments();
+            if (inputExprs.size() == 0) {
+                return false;
+            }
+
+            boolean spatialIntersectExists = false;
+            for (Mutable<ILogicalExpression> exp : inputExprs) {
+                AbstractFunctionCallExpression funcCallExp = (AbstractFunctionCallExpression) exp.getValue();
+                if (funcCallExp.getFunctionIdentifier().equals(BuiltinFunctions.SPATIAL_INTERSECT)) {
+                    spatialJoinFuncExpr = funcCallExp;
+                    spatialIntersectExists = true;
+                } else {
+                    // Retain the other conditions
+                    conditionExprs.add(exp);
+                }
+            }
+
+            if (!spatialIntersectExists) {
+                return false;
+            }
+        } else if (funcExpr.getFunctionIdentifier().equals(BuiltinFunctions.SPATIAL_INTERSECT)) {
+            // Join condition is spatial_intersect only
+            spatialJoinFuncExpr = funcExpr;
+        } else {
+            return false;
+        }
+
+        // Apply the PBSM join algorithm with/without hint
+        SpatialJoinAnnotation spatialJoinAnn = spatialJoinFuncExpr.getAnnotation(SpatialJoinAnnotation.class);
+        return SpatialJoinUtils.updateJoinPlan(op, spatialJoinFuncExpr, conditionExprs, spatialJoinAnn, context, left,
+                right);
+    }
+
+    private static void setSpatialJoinOp(AbstractBinaryJoinOperator op, List<LogicalVariable> keysLeftBranch,
+            List<LogicalVariable> keysRightBranch, IOptimizationContext context) throws AlgebricksException {
+        ISpatialJoinUtilFactory isjuf = new IntersectSpatialJoinUtilFactory();
+        op.setPhysicalOperator(new SpatialJoinPOperator(op.getJoinKind(),
+                AbstractJoinPOperator.JoinPartitioningType.PAIRWISE, keysLeftBranch, keysRightBranch,
+                context.getPhysicalOptimizationConfig().getMaxFramesForJoin(), isjuf));
+        op.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(op);
+    }
+
+    private static LogicalVariable injectSpatialTileUnnestOperator(IOptimizationContext context,
+            Mutable<ILogicalOperator> op, LogicalVariable unnestVar, Mutable<ILogicalExpression> unnestMBRExpr,
+            int numRows, int numColumns) throws AlgebricksException {
+        SourceLocation srcLoc = op.getValue().getSourceLocation();
+        LogicalVariable tileIdVar = context.newVar();
+        VariableReferenceExpression unnestVarRef = new VariableReferenceExpression(unnestVar);
+        unnestVarRef.setSourceLocation(srcLoc);
+        UnnestingFunctionCallExpression spatialTileFuncExpr = new UnnestingFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.SPATIAL_TILE),
+                new MutableObject<>(unnestVarRef), unnestMBRExpr,
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt64(numRows)))),
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt64(numColumns)))));
+        spatialTileFuncExpr.setSourceLocation(srcLoc);
+        UnnestOperator unnestOp = new UnnestOperator(tileIdVar, new MutableObject<>(spatialTileFuncExpr));
+        unnestOp.setPhysicalOperator(new UnnestPOperator());
+        unnestOp.setSourceLocation(srcLoc);
+        unnestOp.getInputs().add(new MutableObject<>(op.getValue()));
+        context.computeAndSetTypeEnvironmentForOperator(unnestOp);
+        unnestOp.recomputeSchema();
+        op.setValue(unnestOp);
+
+        return tileIdVar;
+    }
+
+    protected static boolean updateJoinPlan(AbstractBinaryJoinOperator op,
+            AbstractFunctionCallExpression spatialJoinFuncExpr, List<Mutable<ILogicalExpression>> conditionExprs,
+            SpatialJoinAnnotation spatialJoinAnn, IOptimizationContext context, int left, int right)
+            throws AlgebricksException {
+        // Extracts spatial intersect function's arguments
+        List<Mutable<ILogicalExpression>> spatialJoinArgs = spatialJoinFuncExpr.getArguments();
+        if (spatialJoinArgs.size() != 2) {
+            return false;
+        }
+
+        ILogicalExpression spatialJoinLeftArg = spatialJoinArgs.get(left).getValue();
+        ILogicalExpression spatialJoinRightArg = spatialJoinArgs.get(right).getValue();
+
+        // Left and right arguments of the spatial_intersect function should be variables
+        if (spatialJoinLeftArg.getExpressionTag() != LogicalExpressionTag.VARIABLE
+                || spatialJoinRightArg.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            return false;
+        }
+
+        // We only apply this rule if the arguments of spatial_intersect are ARectangle
+        IVariableTypeEnvironment typeEnvironment = op.computeInputTypeEnvironment(context);
+        IAType leftType = (IAType) context.getExpressionTypeComputer().getType(spatialJoinLeftArg,
+                context.getMetadataProvider(), typeEnvironment);
+        IAType rightType = (IAType) context.getExpressionTypeComputer().getType(spatialJoinRightArg,
+                context.getMetadataProvider(), typeEnvironment);
+        if ((leftType.getTypeTag() != BuiltinType.ARECTANGLE.getTypeTag())
+                || (rightType.getTypeTag() != BuiltinType.ARECTANGLE.getTypeTag())) {
+            return false;
+        }
+
+        // Gets both input branches of the spatial join.
+        Mutable<ILogicalOperator> leftInputOp = op.getInputs().get(left);
+        Mutable<ILogicalOperator> rightInputOp = op.getInputs().get(right);
+
+        // Extract left and right variable of the predicate
+        LogicalVariable spatialJoinVar0 = ((VariableReferenceExpression) spatialJoinLeftArg).getVariableReference();
+        LogicalVariable spatialJoinVar1 = ((VariableReferenceExpression) spatialJoinRightArg).getVariableReference();
+
+        LogicalVariable leftInputVar;
+        LogicalVariable rightInputVar;
+        Collection<LogicalVariable> liveVars = new HashSet<>();
+        VariableUtilities.getLiveVariables(leftInputOp.getValue(), liveVars);
+        if (liveVars.contains(spatialJoinVar0)) {
+            leftInputVar = spatialJoinVar0;
+            rightInputVar = spatialJoinVar1;
+        } else {
+            leftInputVar = spatialJoinVar1;
+            rightInputVar = spatialJoinVar0;
+        }
+
+        // If the hint is not provided, the intersection MBR of two inputs will be computed on the run time
+        if (spatialJoinAnn == null) {
+            buildSpatialJoinPlanWithDynamicMbr(op, context, spatialJoinFuncExpr, conditionExprs, leftInputOp,
+                    rightInputOp, leftInputVar, rightInputVar);
+        } else {
+            buildSpatialJoinPlanWithStaticMbr(op, context, spatialJoinFuncExpr, conditionExprs, leftInputOp,
+                    rightInputOp, leftInputVar, rightInputVar, spatialJoinAnn);
+        }
+
+        return true;
+    }
+
+    private static void buildSpatialJoinPlanWithStaticMbr(AbstractBinaryJoinOperator op, IOptimizationContext context,
+            AbstractFunctionCallExpression spatialJoinFuncExpr, List<Mutable<ILogicalExpression>> conditionExprs,
+            Mutable<ILogicalOperator> leftInputOp, Mutable<ILogicalOperator> rightInputOp, LogicalVariable leftInputVar,
+            LogicalVariable rightInputVar, SpatialJoinAnnotation spatialJoinAnn) throws AlgebricksException {
+        Mutable<ILogicalExpression> leftIntersectionMBRExpr = createRectangleExpression(spatialJoinAnn);
+        Mutable<ILogicalExpression> rightIntersectionMBRExpr = createRectangleExpression(spatialJoinAnn);
+        Mutable<ILogicalExpression> referencePointTestMBRExpr = createRectangleExpression(spatialJoinAnn);
+        int numRows = spatialJoinAnn.getNumRows();
+        int numColumns = spatialJoinAnn.getNumColumns();
+
+        // Inject unnest operator to add tile ID to the left and right branch of the join operator
+        LogicalVariable leftTileIdVar = SpatialJoinUtils.injectSpatialTileUnnestOperator(context, leftInputOp,
+                leftInputVar, leftIntersectionMBRExpr, numRows, numColumns);
+        LogicalVariable rightTileIdVar = SpatialJoinUtils.injectSpatialTileUnnestOperator(context, rightInputOp,
+                rightInputVar, rightIntersectionMBRExpr, numRows, numColumns);
+
+        // The reference point test condition is considered as a part of spatial join conditions if a hint is provided.
+        ScalarFunctionCallExpression referenceIdEquiJoinCondition =
+                createReferencePointTestCondition(op, referencePointTestMBRExpr, leftTileIdVar, rightTileIdVar,
+                        leftInputVar, rightInputVar, numRows, numColumns);
+        conditionExprs.add(new MutableObject<>(referenceIdEquiJoinCondition));
+
+        conditionExprs.add(new MutableObject<>(spatialJoinFuncExpr));
+
+        ScalarFunctionCallExpression updatedJoinCondition = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND), conditionExprs);
+        updatedJoinCondition.setSourceLocation(op.getSourceLocation());
+        Mutable<ILogicalExpression> joinConditionRef = op.getCondition();
+        joinConditionRef.setValue(updatedJoinCondition);
+
+        List<LogicalVariable> keysLeftBranch = new ArrayList<>();
+        keysLeftBranch.add(leftTileIdVar);
+        keysLeftBranch.add(leftInputVar);
+
+        List<LogicalVariable> keysRightBranch = new ArrayList<>();
+        keysRightBranch.add(rightTileIdVar);
+        keysRightBranch.add(rightInputVar);
+
+        SpatialJoinUtils.setSpatialJoinOp(op, keysLeftBranch, keysRightBranch, context);
+    }
+
+    private static void buildSpatialJoinPlanWithDynamicMbr(AbstractBinaryJoinOperator op, IOptimizationContext context,
+            AbstractFunctionCallExpression spatialJoinFuncExpr, List<Mutable<ILogicalExpression>> conditionExprs,
+            Mutable<ILogicalOperator> leftInputOp, Mutable<ILogicalOperator> rightInputOp, LogicalVariable leftInputVar,
+            LogicalVariable rightInputVar) throws AlgebricksException {
+        // Add a dynamic workflow to compute MBR of the left branch
+        Triple<MutableObject<ILogicalOperator>, List<LogicalVariable>, MutableObject<ILogicalOperator>> leftMBRCalculator =
+                createDynamicMBRCalculator(op, context, leftInputOp, leftInputVar);
+        MutableObject<ILogicalOperator> leftGlobalAgg = leftMBRCalculator.first;
+        List<LogicalVariable> leftGlobalAggResultVars = leftMBRCalculator.second;
+        MutableObject<ILogicalOperator> leftExchToJoinOpRef = leftMBRCalculator.third;
+        LogicalVariable leftMBRVar = leftGlobalAggResultVars.get(0);
+
+        // Add a dynamic workflow to compute MBR of the right branch
+        Triple<MutableObject<ILogicalOperator>, List<LogicalVariable>, MutableObject<ILogicalOperator>> rightMBRCalculator =
+                createDynamicMBRCalculator(op, context, rightInputOp, rightInputVar);
+        MutableObject<ILogicalOperator> rightGlobalAgg = rightMBRCalculator.first;
+        List<LogicalVariable> rightGlobalAggResultVars = rightMBRCalculator.second;
+        MutableObject<ILogicalOperator> rightExchToJoinOpRef = rightMBRCalculator.third;
+        LogicalVariable rightMBRVar = rightGlobalAggResultVars.get(0);
+
+        // Join the left and right union MBR
+        Mutable<ILogicalExpression> trueCondition =
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(ABoolean.TRUE)));
+        InnerJoinOperator unionMBRJoinOp = new InnerJoinOperator(trueCondition, leftGlobalAgg, rightGlobalAgg);
+        unionMBRJoinOp.setSourceLocation(op.getSourceLocation());
+        unionMBRJoinOp.setPhysicalOperator(new NestedLoopJoinPOperator(AbstractBinaryJoinOperator.JoinKind.INNER,
+                AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
+        MutableObject<ILogicalOperator> unionMBRJoinOpRef = new MutableObject<>(unionMBRJoinOp);
+        unionMBRJoinOp.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(unionMBRJoinOp);
+
+        // Compute the intersection rectangle of left MBR and right MBR
+        List<Mutable<ILogicalExpression>> getIntersectionFuncInputExprs = new ArrayList<>();
+        getIntersectionFuncInputExprs.add(new MutableObject<>(new VariableReferenceExpression(leftMBRVar)));
+        getIntersectionFuncInputExprs.add(new MutableObject<>(new VariableReferenceExpression(rightMBRVar)));
+        ScalarFunctionCallExpression getIntersectionFuncExpr = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.GET_INTERSECTION),
+                getIntersectionFuncInputExprs);
+        getIntersectionFuncExpr.setSourceLocation(op.getSourceLocation());
+
+        Mutable<ILogicalExpression> intersectionMBRExpr = new MutableObject<>(getIntersectionFuncExpr);
+        LogicalVariable intersectionMBR = context.newVar();
+        AbstractLogicalOperator intersectionMBRAssignOperator =
+                new AssignOperator(intersectionMBR, intersectionMBRExpr);
+        intersectionMBRAssignOperator.setSourceLocation(op.getSourceLocation());
+        intersectionMBRAssignOperator.setExecutionMode(op.getExecutionMode());
+        intersectionMBRAssignOperator.setPhysicalOperator(new AssignPOperator());
+        intersectionMBRAssignOperator.getInputs().add(new MutableObject<>(unionMBRJoinOpRef.getValue()));
+        context.computeAndSetTypeEnvironmentForOperator(intersectionMBRAssignOperator);
+        intersectionMBRAssignOperator.recomputeSchema();
+        MutableObject<ILogicalOperator> intersectionMBRAssignOperatorRef =
+                new MutableObject<>(intersectionMBRAssignOperator);
+
+        // Replicate the union MBR to left and right nested loop join(NLJ) operator, and another NLJ for reference point test
+        ReplicateOperator intersectionMBRReplicateOperator =
+                createReplicateOperator(intersectionMBRAssignOperatorRef, context, op.getSourceLocation(), 3);
+
+        // Replicate union MBR to the left branch
+        ExchangeOperator exchMBRToJoinOpLeft =
+                createBroadcastExchangeOp(intersectionMBRReplicateOperator, context, op.getSourceLocation());
+        MutableObject<ILogicalOperator> exchMBRToJoinOpLeftRef = new MutableObject<>(exchMBRToJoinOpLeft);
+        Pair<LogicalVariable, Mutable<ILogicalOperator>> createLeftAssignProjectOperatorResult =
+                createAssignProjectOperator(op, intersectionMBR, intersectionMBRReplicateOperator,
+                        exchMBRToJoinOpLeftRef, context);
+        LogicalVariable leftIntersectionMBRVar = createLeftAssignProjectOperatorResult.getFirst();
+        Mutable<ILogicalOperator> leftIntersectionMBRRef = createLeftAssignProjectOperatorResult.getSecond();
+
+        // Replicate union MBR to the right branch
+        ExchangeOperator exchMBRToJoinOpRight =
+                createBroadcastExchangeOp(intersectionMBRReplicateOperator, context, op.getSourceLocation());
+        MutableObject<ILogicalOperator> exchMBRToJoinOpRightRef = new MutableObject<>(exchMBRToJoinOpRight);
+        Pair<LogicalVariable, Mutable<ILogicalOperator>> createRightAssignProjectOperatorResult =
+                createAssignProjectOperator(op, intersectionMBR, intersectionMBRReplicateOperator,
+                        exchMBRToJoinOpRightRef, context);
+        LogicalVariable rightIntersectionMBRVar = createRightAssignProjectOperatorResult.getFirst();
+        Mutable<ILogicalOperator> rightIntersectionMBRRef = createRightAssignProjectOperatorResult.getSecond();
+
+        // Replicate union MBR to the right branch of a later Nested Loop Join reference point test
+        ExchangeOperator exchMBRToReferencePointTestJoinOp =
+                createBroadcastExchangeOp(intersectionMBRReplicateOperator, context, op.getSourceLocation());
+        MutableObject<ILogicalOperator> exchMBRToReferencePointTestJoinOpRef =
+                new MutableObject<>(exchMBRToReferencePointTestJoinOp);
+
+        // Add left Join (TRUE)
+        Mutable<ILogicalExpression> leftTrueCondition =
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(ABoolean.TRUE)));
+        InnerJoinOperator leftJoinOp =
+                new InnerJoinOperator(leftTrueCondition, leftExchToJoinOpRef, leftIntersectionMBRRef);
+        leftJoinOp.setSourceLocation(op.getSourceLocation());
+        leftJoinOp.setPhysicalOperator(new NestedLoopJoinPOperator(AbstractBinaryJoinOperator.JoinKind.INNER,
+                AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
+        MutableObject<ILogicalOperator> leftJoinRef = new MutableObject<>(leftJoinOp);
+        leftJoinOp.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(leftJoinOp);
+        leftInputOp.setValue(leftJoinRef.getValue());
+
+        // Add right Join (TRUE)
+        Mutable<ILogicalExpression> rightTrueCondition =
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(ABoolean.TRUE)));
+        InnerJoinOperator rightJoinOp =
+                new InnerJoinOperator(rightTrueCondition, rightExchToJoinOpRef, rightIntersectionMBRRef);
+        rightJoinOp.setSourceLocation(op.getSourceLocation());
+        rightJoinOp.setPhysicalOperator(new NestedLoopJoinPOperator(AbstractBinaryJoinOperator.JoinKind.INNER,
+                AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
+        MutableObject<ILogicalOperator> rightJoinRef = new MutableObject<>(rightJoinOp);
+        rightJoinOp.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(rightJoinOp);
+        rightInputOp.setValue(rightJoinRef.getValue());
+
+        Mutable<ILogicalExpression> leftIntersectionMBRExpr =
+                new MutableObject<>(new VariableReferenceExpression(leftIntersectionMBRVar));
+        Mutable<ILogicalExpression> rightIntersectionMBRExpr =
+                new MutableObject<>(new VariableReferenceExpression(rightIntersectionMBRVar));
+        Mutable<ILogicalExpression> referencePointTestMBRExpr =
+                new MutableObject<>(new VariableReferenceExpression(intersectionMBR));
+
+        // Inject unnest operator to add tile ID to the left and right branch of the join operator
+        LogicalVariable leftTileIdVar = SpatialJoinUtils.injectSpatialTileUnnestOperator(context, leftInputOp,
+                leftInputVar, leftIntersectionMBRExpr, DEFAULT_ROWS, DEFAULT_COLUMNS);
+        LogicalVariable rightTileIdVar = SpatialJoinUtils.injectSpatialTileUnnestOperator(context, rightInputOp,
+                rightInputVar, rightIntersectionMBRExpr, DEFAULT_ROWS, DEFAULT_COLUMNS);
+
+        // Reference point test condition will be used as the condition of a Nested Loop Join operator after the
+        // spatial join operator. This design allow us to use the union MBR (or summary of the join) efficiently,
+        // instead of propagate this variable via Hyracks context or data flow.
+        ScalarFunctionCallExpression referenceIdEquiJoinCondition =
+                createReferencePointTestCondition(op, referencePointTestMBRExpr, leftTileIdVar, rightTileIdVar,
+                        leftInputVar, rightInputVar, DEFAULT_ROWS, DEFAULT_COLUMNS);
+
+        conditionExprs.add(new MutableObject<>(spatialJoinFuncExpr));
+
+        ScalarFunctionCallExpression updatedJoinCondition;
+        if (conditionExprs.size() > 1) {
+            updatedJoinCondition = new ScalarFunctionCallExpression(
+                    BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND), conditionExprs);
+            updatedJoinCondition.setSourceLocation(op.getSourceLocation());
+        } else {
+            updatedJoinCondition = (ScalarFunctionCallExpression) spatialJoinFuncExpr;
+        }
+        Mutable<ILogicalExpression> joinConditionRef = op.getCondition();
+        joinConditionRef.setValue(updatedJoinCondition);
+
+        List<LogicalVariable> keysLeftBranch = new ArrayList<>();
+        keysLeftBranch.add(leftTileIdVar);
+        keysLeftBranch.add(leftInputVar);
+
+        List<LogicalVariable> keysRightBranch = new ArrayList<>();
+        keysRightBranch.add(rightTileIdVar);
+        keysRightBranch.add(rightInputVar);
+
+        InnerJoinOperator spatialJoinOp =
+                new InnerJoinOperator(new MutableObject<>(updatedJoinCondition), leftInputOp, rightInputOp);
+        spatialJoinOp.setSourceLocation(op.getSourceLocation());
+        SpatialJoinUtils.setSpatialJoinOp(spatialJoinOp, keysLeftBranch, keysRightBranch, context);
+        spatialJoinOp.setSchema(op.getSchema());
+        context.computeAndSetTypeEnvironmentForOperator(spatialJoinOp);
+
+        Mutable<ILogicalOperator> opRef = new MutableObject<>(op);
+        Mutable<ILogicalOperator> spatialJoinOpRef = new MutableObject<>(spatialJoinOp);
+
+        InnerJoinOperator referencePointTestJoinOp =
+                new InnerJoinOperator(new MutableObject<>(referenceIdEquiJoinCondition), spatialJoinOpRef,
+                        exchMBRToReferencePointTestJoinOpRef);
+        referencePointTestJoinOp.setPhysicalOperator(new NestedLoopJoinPOperator(
+                AbstractBinaryJoinOperator.JoinKind.INNER, AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
+        MutableObject<ILogicalOperator> referencePointTestJoinOpRef = new MutableObject<>(referencePointTestJoinOp);
+        referencePointTestJoinOp.setSourceLocation(op.getSourceLocation());
+        context.computeAndSetTypeEnvironmentForOperator(referencePointTestJoinOp);
+        referencePointTestJoinOp.recomputeSchema();
+        opRef.setValue(referencePointTestJoinOpRef.getValue());
+        op.getInputs().clear();
+        op.getInputs().addAll(referencePointTestJoinOp.getInputs());
+        op.setPhysicalOperator(referencePointTestJoinOp.getPhysicalOperator());
+        op.getCondition().setValue(referencePointTestJoinOp.getCondition().getValue());
+        context.computeAndSetTypeEnvironmentForOperator(op);
+        op.recomputeSchema();
+    }
+
+    private static ScalarFunctionCallExpression createReferencePointTestCondition(AbstractBinaryJoinOperator op,
+            Mutable<ILogicalExpression> referencePointTestMBRExpr, LogicalVariable leftTileIdVar,
+            LogicalVariable rightTileIdVar, LogicalVariable leftInputVar, LogicalVariable rightInputVar, int numRows,
+            int numColumns) {
+        // Compute reference tile ID
+        ScalarFunctionCallExpression referenceTileId = new ScalarFunctionCallExpression(
+                BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.REFERENCE_TILE),
+                new MutableObject<>(new VariableReferenceExpression(leftInputVar)),
+                new MutableObject<>(new VariableReferenceExpression(rightInputVar)), referencePointTestMBRExpr,
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt64(numRows)))),
+                new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt64(numColumns)))),
+                new MutableObject<>(new VariableReferenceExpression(rightTileIdVar)));
+        referenceTileId.setSourceLocation(op.getSourceLocation());
+
+        ScalarFunctionCallExpression referenceIdEquiJoinCondition =
+                new ScalarFunctionCallExpression(BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.EQ),
+                        new MutableObject<>(new VariableReferenceExpression(leftTileIdVar)),
+                        new MutableObject<>(referenceTileId));
+        referenceIdEquiJoinCondition.setSourceLocation(op.getSourceLocation());
+
+        return referenceIdEquiJoinCondition;
+    }
+
+    private static Pair<LogicalVariable, Mutable<ILogicalOperator>> createAssignProjectOperator(
+            AbstractBinaryJoinOperator op, LogicalVariable inputVar, ReplicateOperator replicateOperator,
+            MutableObject<ILogicalOperator> exchMBRToForwardRef, IOptimizationContext context)
+            throws AlgebricksException {
+        LogicalVariable newFinalMbrVar = context.newVar();
+        List<LogicalVariable> finalMBRLiveVars = new ArrayList<>();
+        finalMBRLiveVars.add(newFinalMbrVar);
+        ListSet<LogicalVariable> finalMBRLiveVarsSet = new ListSet<>();
+        finalMBRLiveVarsSet.add(newFinalMbrVar);
+
+        Mutable<ILogicalExpression> finalMBRExpr = new MutableObject<>(new VariableReferenceExpression(inputVar));
+        AbstractLogicalOperator assignOperator = new AssignOperator(newFinalMbrVar, finalMBRExpr);
+        assignOperator.setSourceLocation(op.getSourceLocation());
+        assignOperator.setExecutionMode(replicateOperator.getExecutionMode());
+        assignOperator.setPhysicalOperator(new AssignPOperator());
+        AbstractLogicalOperator projectOperator = new ProjectOperator(finalMBRLiveVars);
+        projectOperator.setSourceLocation(op.getSourceLocation());
+        projectOperator.setPhysicalOperator(new StreamProjectPOperator());
+        projectOperator.setExecutionMode(replicateOperator.getExecutionMode());
+        assignOperator.getInputs().add(exchMBRToForwardRef);
+        projectOperator.getInputs().add(new MutableObject<ILogicalOperator>(assignOperator));
+
+        context.computeAndSetTypeEnvironmentForOperator(assignOperator);
+        assignOperator.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(projectOperator);
+        projectOperator.recomputeSchema();
+        Mutable<ILogicalOperator> projectOperatorRef = new MutableObject<>(projectOperator);
+
+        return new Pair<>(newFinalMbrVar, projectOperatorRef);
+    }
+
+    private static ReplicateOperator createReplicateOperator(Mutable<ILogicalOperator> inputOperator,
+            IOptimizationContext context, SourceLocation sourceLocation, int outputArity) throws AlgebricksException {
+        ReplicateOperator replicateOperator = new ReplicateOperator(outputArity);
+        replicateOperator.setPhysicalOperator(new ReplicatePOperator());
+        replicateOperator.setSourceLocation(sourceLocation);
+        replicateOperator.getInputs().add(new MutableObject<>(inputOperator.getValue()));
+        OperatorManipulationUtil.setOperatorMode(replicateOperator);
+        replicateOperator.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(replicateOperator);
+        return replicateOperator;
+    }
+
+    private static ExchangeOperator createOneToOneExchangeOp(ReplicateOperator replicateOperator,
+            IOptimizationContext context, SourceLocation sourceLocation) throws AlgebricksException {
+        ExchangeOperator exchangeOperator = new ExchangeOperator();
+        exchangeOperator.setSourceLocation(sourceLocation);
+        exchangeOperator.setPhysicalOperator(new OneToOneExchangePOperator());
+        replicateOperator.getOutputs().add(new MutableObject<>(exchangeOperator));
+        exchangeOperator.getInputs().add(new MutableObject<>(replicateOperator));
+        exchangeOperator.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+        exchangeOperator.setSchema(replicateOperator.getSchema());
+        context.computeAndSetTypeEnvironmentForOperator(exchangeOperator);
+        return exchangeOperator;
+    }
+
+    private static ExchangeOperator createRandomPartitionExchangeOp(ReplicateOperator replicateOperator,
+            IOptimizationContext context, SourceLocation sourceLocation) throws AlgebricksException {
+        ExchangeOperator exchangeOperator = new ExchangeOperator();
+        exchangeOperator.setSourceLocation(sourceLocation);
+        exchangeOperator.setPhysicalOperator(new RandomPartitionExchangePOperator(context.getComputationNodeDomain()));
+        replicateOperator.getOutputs().add(new MutableObject<>(exchangeOperator));
+        exchangeOperator.getInputs().add(new MutableObject<>(replicateOperator));
+        exchangeOperator.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+        exchangeOperator.setSchema(replicateOperator.getSchema());
+        context.computeAndSetTypeEnvironmentForOperator(exchangeOperator);
+        return exchangeOperator;
+    }
+
+    private static ExchangeOperator createBroadcastExchangeOp(ReplicateOperator replicateOperator,
+            IOptimizationContext context, SourceLocation sourceLocation) throws AlgebricksException {
+        ExchangeOperator exchangeOperator = new ExchangeOperator();
+        exchangeOperator.setSourceLocation(sourceLocation);
+        exchangeOperator.setPhysicalOperator(new BroadcastExchangePOperator(context.getComputationNodeDomain()));
+        replicateOperator.getOutputs().add(new MutableObject<>(exchangeOperator));
+        exchangeOperator.getInputs().add(new MutableObject<>(replicateOperator));
+        exchangeOperator.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+        exchangeOperator.setSchema(replicateOperator.getSchema());
+        context.computeAndSetTypeEnvironmentForOperator(exchangeOperator);
+        return exchangeOperator;
+    }
+
+    private static Pair<MutableObject<ILogicalOperator>, List<LogicalVariable>> createLocalAndGlobalAggregateOperators(
+            AbstractBinaryJoinOperator op, IOptimizationContext context, LogicalVariable inputVar,
+            MutableObject<ILogicalOperator> exchToLocalAggRef) throws AlgebricksException {
+        AbstractLogicalExpression inputVarRef = new VariableReferenceExpression(inputVar, op.getSourceLocation());
+        List<Mutable<ILogicalExpression>> fields = new ArrayList<>(1);
+        fields.add(new MutableObject<>(inputVarRef));
+
+        // Create local aggregate operator
+        IFunctionInfo localAggFunc = context.getMetadataProvider().lookupFunction(BuiltinFunctions.LOCAL_UNION_MBR);
+        AggregateFunctionCallExpression localAggExpr = new AggregateFunctionCallExpression(localAggFunc, false, fields);
+        localAggExpr.setSourceLocation(op.getSourceLocation());
+        localAggExpr.setOpaqueParameters(new Object[] {});
+        List<LogicalVariable> localAggResultVars = new ArrayList<>(1);
+        List<Mutable<ILogicalExpression>> localAggFuncs = new ArrayList<>(1);
+        LogicalVariable localOutVariable = context.newVar();
+        localAggResultVars.add(localOutVariable);
+        localAggFuncs.add(new MutableObject<>(localAggExpr));
+        AggregateOperator localAggOperator = createAggregate(localAggResultVars, false, localAggFuncs,
+                exchToLocalAggRef, context, op.getSourceLocation());
+        MutableObject<ILogicalOperator> localAgg = new MutableObject<>(localAggOperator);
+
+        // Output of local aggregate operator is the input of global aggregate operator
+        return createGlobalAggregateOperator(op, context, localOutVariable, localAgg);
+    }
+
+    private static Pair<MutableObject<ILogicalOperator>, List<LogicalVariable>> createGlobalAggregateOperator(
+            AbstractBinaryJoinOperator op, IOptimizationContext context, LogicalVariable inputVar,
+            MutableObject<ILogicalOperator> inputOperator) throws AlgebricksException {
+        List<Mutable<ILogicalExpression>> globalAggFuncArgs = new ArrayList<>(1);
+        AbstractLogicalExpression inputVarRef = new VariableReferenceExpression(inputVar, op.getSourceLocation());
+        globalAggFuncArgs.add(new MutableObject<>(inputVarRef));
+        IFunctionInfo globalAggFunc = context.getMetadataProvider().lookupFunction(BuiltinFunctions.GLOBAL_UNION_MBR);
+        AggregateFunctionCallExpression globalAggExpr =
+                new AggregateFunctionCallExpression(globalAggFunc, true, globalAggFuncArgs);
+        globalAggExpr.setStepOneAggregate(globalAggFunc);
+        globalAggExpr.setStepTwoAggregate(globalAggFunc);
+        globalAggExpr.setSourceLocation(op.getSourceLocation());
+        globalAggExpr.setOpaqueParameters(new Object[] {});
+        List<LogicalVariable> globalAggResultVars = new ArrayList<>(1);
+        globalAggResultVars.add(context.newVar());
+        List<Mutable<ILogicalExpression>> globalAggFuncs = new ArrayList<>(1);
+        globalAggFuncs.add(new MutableObject<>(globalAggExpr));
+        AggregateOperator globalAggOperator = createAggregate(globalAggResultVars, true, globalAggFuncs, inputOperator,
+                context, op.getSourceLocation());
+        globalAggOperator.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(globalAggOperator);
+        MutableObject<ILogicalOperator> globalAgg = new MutableObject<>(globalAggOperator);
+        return new Pair<>(globalAgg, globalAggResultVars);
+    }
+
+    private static Triple<MutableObject<ILogicalOperator>, List<LogicalVariable>, MutableObject<ILogicalOperator>> createDynamicMBRCalculator(
+            AbstractBinaryJoinOperator op, IOptimizationContext context, Mutable<ILogicalOperator> inputOp,
+            LogicalVariable inputVar) throws AlgebricksException {
+        // Add ReplicationOperator for the input branch
+        SourceLocation sourceLocation = op.getSourceLocation();
+        ReplicateOperator replicateOperator = createReplicateOperator(inputOp, context, sourceLocation, 2);
+
+        // Create one to one exchange operators for the replicator of the input branch
+        ExchangeOperator exchToForward = createRandomPartitionExchangeOp(replicateOperator, context, sourceLocation);
+        MutableObject<ILogicalOperator> exchToForwardRef = new MutableObject<>(exchToForward);
+
+        ExchangeOperator exchToLocalAgg = createOneToOneExchangeOp(replicateOperator, context, op.getSourceLocation());
+        MutableObject<ILogicalOperator> exchToLocalAggRef = new MutableObject<>(exchToLocalAgg);
+
+        // Materialize the data to be able to re-read the data again
+        replicateOperator.getOutputMaterializationFlags()[0] = true;
+
+        Pair<MutableObject<ILogicalOperator>, List<LogicalVariable>> createLocalAndGlobalAggResult =
+                createLocalAndGlobalAggregateOperators(op, context, inputVar, exchToLocalAggRef);
+        return new Triple<>(createLocalAndGlobalAggResult.first, createLocalAndGlobalAggResult.second,
+                exchToForwardRef);
+    }
+
+    /**
+     * Creates an aggregate operator. $$resultVariables = expressions()
+     * @param resultVariables the variables which stores the result of the aggregation
+     * @param isGlobal whether the aggregate operator is a global or local one
+     * @param expressions the aggregation functions desired
+     * @param inputOperator the input op that is feeding the aggregate operator
+     * @param context optimization context
+     * @param sourceLocation source location
+     * @return an aggregate operator with the specified information
+     * @throws AlgebricksException when there is error setting the type environment of the newly created aggregate op
+     */
+    private static AggregateOperator createAggregate(List<LogicalVariable> resultVariables, boolean isGlobal,
+            List<Mutable<ILogicalExpression>> expressions, MutableObject<ILogicalOperator> inputOperator,
+            IOptimizationContext context, SourceLocation sourceLocation) throws AlgebricksException {
+        AggregateOperator aggregateOperator = new AggregateOperator(resultVariables, expressions);
+        aggregateOperator.setPhysicalOperator(new AggregatePOperator());
+        aggregateOperator.setSourceLocation(sourceLocation);
+        aggregateOperator.getInputs().add(inputOperator);
+        aggregateOperator.setGlobal(isGlobal);
+        if (!isGlobal) {
+            aggregateOperator.setExecutionMode(AbstractLogicalOperator.ExecutionMode.LOCAL);
+        } else {
+            aggregateOperator.setExecutionMode(AbstractLogicalOperator.ExecutionMode.UNPARTITIONED);
+        }
+        aggregateOperator.recomputeSchema();
+        context.computeAndSetTypeEnvironmentForOperator(aggregateOperator);
+        return aggregateOperator;
+    }
+
+    private static Mutable<ILogicalExpression> createRectangleExpression(SpatialJoinAnnotation spatialJoinAnn) {
+        return new MutableObject<>(new ConstantExpression(
+                new AsterixConstantValue(new ARectangle(new APoint(spatialJoinAnn.getMinX(), spatialJoinAnn.getMinY()),
+                        new APoint(spatialJoinAnn.getMaxX(), spatialJoinAnn.getMaxY())))));
+    }
+}
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/AbstractLangTranslator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/AbstractLangTranslator.java
index 6f07718..ac7fabe 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/AbstractLangTranslator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/AbstractLangTranslator.java
@@ -46,6 +46,7 @@
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateLibraryStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
 import org.apache.asterix.lang.common.statement.DeleteStatement;
@@ -341,6 +342,17 @@
                 }
                 break;
 
+            case CREATE_VIEW:
+                CreateViewStatement viewCreateStmt = (CreateViewStatement) stmt;
+                if (viewCreateStmt.getDataverseName() != null) {
+                    dataverseName = viewCreateStmt.getDataverseName();
+                }
+                invalidOperation = isMetadataDataverse(dataverseName);
+                if (invalidOperation) {
+                    message = String.format(BAD_DATAVERSE_OBJECT_DDL_MESSAGE, "create", "view", dataverseName);
+                }
+                break;
+
             case CREATE_FEED:
                 CreateFeedStatement feedCreateStmt = (CreateFeedStatement) stmt;
                 if (feedCreateStmt.getDataverseName() != null) {
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/BaseClientRequest.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/BaseClientRequest.java
index eaca53b..99cda09 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/BaseClientRequest.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/BaseClientRequest.java
@@ -90,7 +90,7 @@
 
     @Override
     public String toJson() {
-        return JSONUtil.convertNodeOrThrow(asJson());
+        return JSONUtil.convertNodeUnchecked(asJson());
     }
 
     protected ObjectNode asJson() {
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/CompiledStatements.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/CompiledStatements.java
index e85fec8..088676c 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/CompiledStatements.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/CompiledStatements.java
@@ -193,6 +193,8 @@
         DataverseName getDataverseName();
 
         String getDatasetName();
+
+        byte getCategory();
     }
 
     public static class CompiledCreateIndexStatement extends AbstractCompiledStatement
@@ -227,6 +229,11 @@
         public Statement.Kind getKind() {
             return Statement.Kind.CREATE_INDEX;
         }
+
+        @Override
+        public byte getCategory() {
+            return Statement.Category.DDL;
+        }
     }
 
     public static class CompiledLoadFromFileStatement extends AbstractCompiledStatement
@@ -272,6 +279,11 @@
         public Statement.Kind getKind() {
             return Statement.Kind.LOAD;
         }
+
+        @Override
+        public byte getCategory() {
+            return Statement.Category.UPDATE;
+        }
     }
 
     public static class CompiledInsertStatement extends AbstractCompiledStatement implements ICompiledDmlStatement {
@@ -322,6 +334,11 @@
         public Statement.Kind getKind() {
             return Statement.Kind.INSERT;
         }
+
+        @Override
+        public byte getCategory() {
+            return Statement.Category.UPDATE;
+        }
     }
 
     public static class CompiledUpsertStatement extends CompiledInsertStatement {
@@ -370,6 +387,11 @@
         public Statement.Kind getKind() {
             return Statement.Kind.SUBSCRIBE_FEED;
         }
+
+        @Override
+        public byte getCategory() {
+            return Statement.Category.UPDATE;
+        }
     }
 
     public static class CompiledDeleteStatement extends AbstractCompiledStatement implements ICompiledDmlStatement {
@@ -415,6 +437,10 @@
             return Statement.Kind.DELETE;
         }
 
+        @Override
+        public byte getCategory() {
+            return Statement.Category.UPDATE;
+        }
     }
 
     public static class CompiledCompactStatement extends AbstractCompiledStatement {
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlans.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlans.java
index 511b74cf..f33bb01 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlans.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlans.java
@@ -21,13 +21,17 @@
 import java.io.Serializable;
 
 public class ExecutionPlans implements Serializable {
-    private static final long serialVersionUID = 6853904213354224457L;
+    private static final long serialVersionUID = 6853904213354224458L;
 
     private String expressionTree;
     private String rewrittenExpressionTree;
     private String logicalPlan;
     private String optimizedLogicalPlan;
     private String job;
+    private String signature;
+    private String statementCategory;
+    private String statementParameters;
+    private boolean explainOnly;
 
     public String getExpressionTree() {
         return expressionTree;
@@ -68,4 +72,36 @@
     public void setJob(String job) {
         this.job = job;
     }
+
+    public String getSignature() {
+        return signature;
+    }
+
+    public void setSignature(String signature) {
+        this.signature = signature;
+    }
+
+    public String getStatementCategory() {
+        return statementCategory;
+    }
+
+    public void setStatementCategory(String statementCategory) {
+        this.statementCategory = statementCategory;
+    }
+
+    public String getStatementParameters() {
+        return statementParameters;
+    }
+
+    public void setStatementParameters(String statementParameters) {
+        this.statementParameters = statementParameters;
+    }
+
+    public boolean isExplainOnly() {
+        return explainOnly;
+    }
+
+    public void setExplainOnly(boolean explainOnly) {
+        this.explainOnly = explainOnly;
+    }
 }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlansJsonPrintUtil.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlansJsonPrintUtil.java
index c83e865..ad89ad6 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlansJsonPrintUtil.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/ExecutionPlansJsonPrintUtil.java
@@ -18,6 +18,7 @@
  */
 package org.apache.asterix.translator;
 
+import static org.apache.asterix.translator.SessionConfig.PlanFormat.JSON;
 import static org.apache.asterix.translator.SessionConfig.PlanFormat.STRING;
 
 import org.apache.hyracks.util.JSONUtil;
@@ -29,6 +30,9 @@
     private static final String REWRITTEN_EXPRESSION_TREE_LBL = "rewrittenExpressionTree";
     public static final String OPTIMIZED_LOGICAL_PLAN_LBL = "optimizedLogicalPlan";
     private static final String JOB_LBL = "job";
+    private static final String STATEMENT_CATEGORY_LBL = "statementCategory";
+    private static final String STATEMENT_PARAMETERS_LBL = "statementParameters";
+    private static final String EXPLAIN_ONLY_LBL = "explainOnly";
 
     private ExecutionPlansJsonPrintUtil() {
     }
@@ -42,6 +46,11 @@
         appendNonNull(output, LOGICAL_PLAN_LBL, plans.getLogicalPlan(), format);
         appendNonNull(output, OPTIMIZED_LOGICAL_PLAN_LBL, plans.getOptimizedLogicalPlan(), format);
         appendNonNull(output, JOB_LBL, plans.getJob(), format);
+        appendNonNull(output, STATEMENT_CATEGORY_LBL, plans.getStatementCategory(), STRING);
+        appendNonNull(output, STATEMENT_PARAMETERS_LBL, plans.getStatementParameters(), JSON);
+        if (plans.isExplainOnly()) {
+            appendNonNull(output, EXPLAIN_ONLY_LBL, Boolean.toString(plans.isExplainOnly()), JSON);
+        }
         appendOutputPostfix(output);
         return output.toString();
     }
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IRequestParameters.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IRequestParameters.java
index 5c743ee..c6022eb 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IRequestParameters.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IRequestParameters.java
@@ -47,7 +47,7 @@
 
     /**
      * @return a reference on which to write properties of executed queries (e.g. what kind of statement was parsed
-     *         by the parser)
+     * by the parser)
      */
     StatementProperties getStatementProperties();
 
@@ -63,8 +63,8 @@
 
     /**
      * @return a bitmask that restricts which statement
-     *   {@link org.apache.asterix.lang.common.base.Statement.Category categories} are permitted for this request,
-     *   {@code 0} if all categories are allowed
+     * {@link org.apache.asterix.lang.common.base.Statement.Category categories} are permitted for this request,
+     * {@code 0} if all categories are allowed
      */
     int getStatementCategoryRestrictionMask();
 
@@ -75,4 +75,13 @@
     boolean isForceDropDataset();
 
     boolean isSkipAdmissionPolicy();
-}
+
+    boolean isPrintSignature();
+
+    boolean isSQLCompatMode();
+
+    /**
+     * @return canonical name of the default dataverse for this statement
+     */
+    String getDefaultDataverseName();
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IStatementExecutor.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IStatementExecutor.java
index d60b791..8a91059 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IStatementExecutor.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/IStatementExecutor.java
@@ -36,7 +36,6 @@
 import org.apache.asterix.common.exceptions.ACIDException;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.metadata.DataverseName;
-import org.apache.asterix.lang.common.base.IStatementRewriter;
 import org.apache.asterix.lang.common.base.Statement;
 import org.apache.asterix.lang.common.statement.Query;
 import org.apache.asterix.metadata.declared.MetadataProvider;
@@ -272,8 +271,6 @@
      *            The data modification statement when the query results in a modification to a dataset
      * @param statementParameters
      *            Statement parameters
-     * @param statementRewriter
-     *            The statement rewriter
      * @param requestParameters
      *            The request parameters
      * @return the compiled {@code JobSpecification}
@@ -284,8 +281,7 @@
      */
     JobSpecification rewriteCompileQuery(IClusterInfoCollector clusterInfoCollector, MetadataProvider metadataProvider,
             Query query, ICompiledDmlStatement dmlStatement, Map<String, IAObject> statementParameters,
-            IStatementRewriter statementRewriter, IRequestParameters requestParameters)
-            throws RemoteException, AlgebricksException, ACIDException;
+            IRequestParameters requestParameters) throws RemoteException, AlgebricksException, ACIDException;
 
     /**
      * returns the active dataverse for an entity or a statement
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/LangExpressionToPlanTranslator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/LangExpressionToPlanTranslator.java
index 16d5878..794a0b7 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/LangExpressionToPlanTranslator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/LangExpressionToPlanTranslator.java
@@ -48,6 +48,7 @@
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.clause.LimitClause;
 import org.apache.asterix.lang.common.clause.OrderbyClause;
+import org.apache.asterix.lang.common.clause.OrderbyClause.NullOrderModifier;
 import org.apache.asterix.lang.common.clause.OrderbyClause.OrderModifier;
 import org.apache.asterix.lang.common.clause.WhereClause;
 import org.apache.asterix.lang.common.expression.CallExpr;
@@ -68,6 +69,7 @@
 import org.apache.asterix.lang.common.literal.StringLiteral;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.Query;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.OperatorType;
 import org.apache.asterix.lang.common.struct.QuantifiedPair;
@@ -513,8 +515,8 @@
             upsertOp = new InsertDeleteUpsertOperator(targetDatasource, payloadVarRef, varRefsForLoading,
                     Collections.singletonList(new MutableObject<>(metaVarRef)), InsertDeleteUpsertOperator.Kind.UPSERT,
                     false);
-            upsertOp.setUpsertIndicatorVar(context.newVar());
-            upsertOp.setUpsertIndicatorVarType(BuiltinType.ABOOLEAN);
+            upsertOp.setOperationVar(context.newVar());
+            upsertOp.setOperationVarType(BuiltinType.AINT8);
             // Create and add a new variable used for representing the original record
             upsertOp.setPrevRecordVar(context.newVar());
             upsertOp.setPrevRecordType(targetDatasource.getItemType());
@@ -567,8 +569,8 @@
             upsertOp.getInputs().add(new MutableObject<>(pkeyAssignOp));
             upsertOp.setAdditionalFilteringExpressions(filterExprs);
             upsertOp.setSourceLocation(sourceLoc);
-            upsertOp.setUpsertIndicatorVar(context.newVar());
-            upsertOp.setUpsertIndicatorVarType(BuiltinType.ABOOLEAN);
+            upsertOp.setOperationVar(context.newVar());
+            upsertOp.setOperationVarType(BuiltinType.AINT8);
             // Create and add a new variable used for representing the original record
             upsertOp.setPrevRecordVar(context.newVar());
             upsertOp.setPrevRecordType(recordType);
@@ -977,8 +979,17 @@
     }
 
     @Override
-    public Pair<ILogicalOperator, LogicalVariable> visit(FunctionDecl fd, Mutable<ILogicalOperator> tupSource) {
-        throw new IllegalStateException("Function declarations should be inlined at AST rewriting phase.");
+    public Pair<ILogicalOperator, LogicalVariable> visit(FunctionDecl fd, Mutable<ILogicalOperator> tupSource)
+            throws CompilationException {
+        // Function declarations should be inlined at AST rewriting phase
+        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, fd.getSourceLocation(), fd.getSignature());
+    }
+
+    @Override
+    public Pair<ILogicalOperator, LogicalVariable> visit(ViewDecl vd, Mutable<ILogicalOperator> tupSource)
+            throws CompilationException {
+        // View declarations should be inlined at AST rewriting phase
+        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, vd.getSourceLocation(), vd.getViewName());
     }
 
     @Override
@@ -1256,13 +1267,17 @@
         SourceLocation sourceLoc = oc.getSourceLocation();
         OrderOperator ord = new OrderOperator();
         ord.setSourceLocation(sourceLoc);
-        Iterator<OrderModifier> modifIter = oc.getModifierList().iterator();
+        List<Expression> orderbyList = oc.getOrderbyList();
+        List<OrderModifier> modifierList = oc.getModifierList();
+        List<NullOrderModifier> nullModifierList = oc.getNullModifierList();
         Mutable<ILogicalOperator> topOp = tupSource;
-        for (Expression e : oc.getOrderbyList()) {
+        for (int i = 0, n = orderbyList.size(); i < n; i++) {
+            Expression e = orderbyList.get(i);
             Pair<ILogicalExpression, Mutable<ILogicalOperator>> p = langExprToAlgExpression(e, topOp);
-            OrderModifier m = modifIter.next();
-            OrderOperator.IOrder comp = translateOrderModifier(m);
-            ord.getOrderExpressions().add(new Pair<>(comp, new MutableObject<>(p.first)));
+            ILogicalExpression obyExpr = p.first;
+            OrderModifier modifier = modifierList.get(i);
+            NullOrderModifier nullModifier = nullModifierList.get(i);
+            addOrderByExpression(ord.getOrderExpressions(), obyExpr, modifier, nullModifier);
             topOp = p.second;
         }
         ord.getInputs().add(topOp);
@@ -1273,23 +1288,58 @@
             ord.getAnnotations().put(OperatorAnnotations.MAX_NUMBER_FRAMES, oc.getNumFrames());
         }
         if (oc.getRangeMap() != null) {
-            Iterator<OrderModifier> orderModifIter = oc.getModifierList().iterator();
-            boolean ascending = orderModifIter.next() == OrderModifier.ASC;
+            boolean ascending = modifierList.get(0) == OrderModifier.ASC;
             RangeMapBuilder.verifyRangeOrder(oc.getRangeMap(), ascending, sourceLoc);
             ord.getAnnotations().put(OperatorAnnotations.USE_STATIC_RANGE, oc.getRangeMap());
         }
         return new Pair<>(ord, null);
     }
 
+    protected void addOrderByExpression(List<Pair<OrderOperator.IOrder, Mutable<ILogicalExpression>>> outOrderList,
+            ILogicalExpression obyExpr, OrderModifier modifier, NullOrderModifier nullModifier) {
+        OrderOperator.IOrder comp = translateOrderModifier(modifier);
+        ILogicalExpression nullModifierExpr = translateNullOrderModifier(obyExpr, modifier, nullModifier);
+        if (nullModifierExpr != null) {
+            outOrderList.add(new Pair<>(comp, new MutableObject<>(nullModifierExpr)));
+        }
+        outOrderList.add(new Pair<>(comp, new MutableObject<>(obyExpr)));
+    }
+
     protected OrderOperator.IOrder translateOrderModifier(OrderModifier m) {
         return m == OrderModifier.ASC ? OrderOperator.ASC_ORDER : OrderOperator.DESC_ORDER;
     }
 
+    protected ILogicalExpression translateNullOrderModifier(ILogicalExpression obyExpr, OrderModifier m,
+            NullOrderModifier nm) {
+        if ((m == OrderModifier.ASC && nm == NullOrderModifier.LAST)
+                || (m == OrderModifier.DESC && nm == NullOrderModifier.FIRST)) {
+            AbstractFunctionCallExpression isUnknownExpr =
+                    createFunctionCallExpression(BuiltinFunctions.IS_UNKNOWN, obyExpr.getSourceLocation());
+            isUnknownExpr.getArguments().add(new MutableObject<>(obyExpr.cloneExpression()));
+            return isUnknownExpr;
+        } else {
+            return null;
+        }
+    }
+
     @Override
     public Pair<ILogicalOperator, LogicalVariable> visit(QuantifiedExpression qe, Mutable<ILogicalOperator> tupSource)
             throws CompilationException {
         SourceLocation sourceLoc = qe.getSourceLocation();
-        Mutable<ILogicalOperator> topOp = tupSource;
+
+        Mutable<ILogicalOperator> topOp;
+        SubplanOperator subplanOp;
+        if (qe.getQuantifier() == Quantifier.SOME_AND_EVERY) {
+            subplanOp = new SubplanOperator();
+            subplanOp.getInputs().add(tupSource);
+            subplanOp.setSourceLocation(sourceLoc);
+            NestedTupleSourceOperator ntsOp = new NestedTupleSourceOperator(new MutableObject<>(subplanOp));
+            ntsOp.setSourceLocation(sourceLoc);
+            topOp = new MutableObject<>(ntsOp);
+        } else {
+            subplanOp = null; // not used
+            topOp = tupSource;
+        }
 
         ILogicalOperator firstOp = null;
         Mutable<ILogicalOperator> lastOp = null;
@@ -1320,47 +1370,104 @@
 
         Pair<ILogicalExpression, Mutable<ILogicalOperator>> eo2 = langExprToAlgExpression(qe.getSatisfiesExpr(), topOp);
 
-        AggregateFunctionCallExpression fAgg;
-        SelectOperator s;
-        if (qe.getQuantifier() == Quantifier.SOME) {
-            s = new SelectOperator(new MutableObject<>(eo2.first), false, null);
-            s.getInputs().add(eo2.second);
-            s.setSourceLocation(sourceLoc);
-            fAgg = BuiltinFunctions.makeAggregateFunctionExpression(BuiltinFunctions.NON_EMPTY_STREAM,
-                    new ArrayList<>());
-            fAgg.setSourceLocation(sourceLoc);
-        } else { // EVERY
-            // look for input items that do not satisfy the condition, if none found then return true
-            // when inverting the condition account for NULL/MISSING by replacing them with FALSE
-            // condition() -> not(if-missing-or-null(condition(), false))
+        switch (qe.getQuantifier()) {
+            case SOME:
+                SelectOperator s = new SelectOperator(new MutableObject<>(eo2.first));
+                s.getInputs().add(eo2.second);
+                s.setSourceLocation(sourceLoc);
+                AggregateFunctionCallExpression fAgg = BuiltinFunctions
+                        .makeAggregateFunctionExpression(BuiltinFunctions.NON_EMPTY_STREAM, new ArrayList<>(0));
+                fAgg.setSourceLocation(sourceLoc);
+                LogicalVariable qeVar = context.newVar();
+                AggregateOperator a = new AggregateOperator(mkSingletonArrayList(qeVar),
+                        mkSingletonArrayList(new MutableObject<>(fAgg)));
+                a.getInputs().add(new MutableObject<>(s));
+                a.setSourceLocation(sourceLoc);
+                return new Pair<>(a, qeVar);
+            case EVERY:
+                // look for input items that do not satisfy the condition, if none found then return true
+                // when inverting the condition account for NULL/MISSING by replacing them with FALSE:
+                // condition() -> not(if-missing-or-null(condition(), false))
+                List<Mutable<ILogicalExpression>> ifMissingOrNullArgs = new ArrayList<>(2);
+                ifMissingOrNullArgs.add(new MutableObject<>(eo2.first));
+                ifMissingOrNullArgs.add(new MutableObject<>(ConstantExpression.FALSE));
+                List<Mutable<ILogicalExpression>> notArgs = new ArrayList<>(1);
+                ScalarFunctionCallExpression ifMissinOrNullExpr = new ScalarFunctionCallExpression(
+                        BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.IF_MISSING_OR_NULL),
+                        ifMissingOrNullArgs);
+                ifMissinOrNullExpr.setSourceLocation(sourceLoc);
+                notArgs.add(new MutableObject<>(ifMissinOrNullExpr));
+                ScalarFunctionCallExpression notExpr = new ScalarFunctionCallExpression(
+                        BuiltinFunctions.getBuiltinFunctionInfo(AlgebricksBuiltinFunctions.NOT), notArgs);
+                notExpr.setSourceLocation(sourceLoc);
+                s = new SelectOperator(new MutableObject<>(notExpr));
+                s.getInputs().add(eo2.second);
+                s.setSourceLocation(sourceLoc);
+                fAgg = BuiltinFunctions.makeAggregateFunctionExpression(BuiltinFunctions.EMPTY_STREAM,
+                        new ArrayList<>());
+                fAgg.setSourceLocation(sourceLoc);
+                qeVar = context.newVar();
+                a = new AggregateOperator(mkSingletonArrayList(qeVar), mkSingletonArrayList(new MutableObject<>(fAgg)));
+                a.getInputs().add(new MutableObject<>(s));
+                a.setSourceLocation(sourceLoc);
+                return new Pair<>(a, qeVar);
+            case SOME_AND_EVERY:
+                // return true if the stream was non-empty but there were no items that satisfied the condition
+                AbstractFunctionCallExpression fAgg1 = BuiltinFunctions
+                        .makeAggregateFunctionExpression(BuiltinFunctions.NON_EMPTY_STREAM, new ArrayList<>(0));
+                fAgg1.setSourceLocation(sourceLoc);
 
-            List<Mutable<ILogicalExpression>> ifMissingOrNullArgs = new ArrayList<>(2);
-            ConstantExpression eFalse = new ConstantExpression(new AsterixConstantValue(ABoolean.FALSE));
-            eFalse.setSourceLocation(sourceLoc);
-            ifMissingOrNullArgs.add(new MutableObject<>(eo2.first));
-            ifMissingOrNullArgs.add(new MutableObject<>(eFalse));
+                List<Mutable<ILogicalExpression>> switchCaseArgs = new ArrayList<>(4);
+                switchCaseArgs.add(new MutableObject<>(eo2.first));
+                switchCaseArgs.add(new MutableObject<>(ConstantExpression.TRUE));
+                switchCaseArgs.add(new MutableObject<>(ConstantExpression.NULL));
+                switchCaseArgs.add(new MutableObject<>(ConstantExpression.TRUE));
+                ScalarFunctionCallExpression switchCaseExpr = new ScalarFunctionCallExpression(
+                        BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.SWITCH_CASE), switchCaseArgs);
+                switchCaseExpr.setSourceLocation(sourceLoc);
 
-            List<Mutable<ILogicalExpression>> notArgs = new ArrayList<>(1);
-            ScalarFunctionCallExpression ifMissinOrNullExpr = new ScalarFunctionCallExpression(
-                    FunctionUtil.getFunctionInfo(BuiltinFunctions.IF_MISSING_OR_NULL), ifMissingOrNullArgs);
-            ifMissinOrNullExpr.setSourceLocation(sourceLoc);
-            notArgs.add(new MutableObject<>(ifMissinOrNullExpr));
+                AbstractFunctionCallExpression fAgg2 = BuiltinFunctions.makeAggregateFunctionExpression(
+                        BuiltinFunctions.SQL_COUNT, mkSingletonArrayList(new MutableObject<>(switchCaseExpr)));
+                fAgg2.setSourceLocation(sourceLoc);
 
-            ScalarFunctionCallExpression notExpr = new ScalarFunctionCallExpression(
-                    FunctionUtil.getFunctionInfo(AlgebricksBuiltinFunctions.NOT), notArgs);
-            notExpr.setSourceLocation(sourceLoc);
-            s = new SelectOperator(new MutableObject<>(notExpr), false, null);
-            s.getInputs().add(eo2.second);
-            s.setSourceLocation(sourceLoc);
-            fAgg = BuiltinFunctions.makeAggregateFunctionExpression(BuiltinFunctions.EMPTY_STREAM, new ArrayList<>());
-            fAgg.setSourceLocation(sourceLoc);
+                LogicalVariable qeVar1 = context.newVar();
+                LogicalVariable qeVar2 = context.newVar();
+                List<LogicalVariable> qeVarList = new ArrayList<>(2);
+                List<Mutable<ILogicalExpression>> fAggList = new ArrayList<>(2);
+                qeVarList.add(qeVar1);
+                qeVarList.add(qeVar2);
+                fAggList.add(new MutableObject<>(fAgg1));
+                fAggList.add(new MutableObject<>(fAgg2));
+
+                a = new AggregateOperator(qeVarList, fAggList);
+                a.getInputs().add(eo2.second);
+                a.setSourceLocation(sourceLoc);
+
+                subplanOp.setRootOp(new MutableObject<>(a));
+
+                VariableReferenceExpression qeVar1Ref = new VariableReferenceExpression(qeVar1);
+                qeVar1Ref.setSourceLocation(sourceLoc);
+
+                VariableReferenceExpression qeVar2Ref = new VariableReferenceExpression(qeVar2);
+                qeVar2Ref.setSourceLocation(sourceLoc);
+                ScalarFunctionCallExpression qeVar2EqZero = new ScalarFunctionCallExpression(
+                        BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.EQ), new MutableObject<>(qeVar2Ref),
+                        new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt64(0)))));
+
+                ScalarFunctionCallExpression andExpr =
+                        new ScalarFunctionCallExpression(BuiltinFunctions.getBuiltinFunctionInfo(BuiltinFunctions.AND),
+                                new MutableObject<>(qeVar1Ref), new MutableObject<>(qeVar2EqZero));
+
+                qeVar = context.newVar();
+                AssignOperator assignOp2 = new AssignOperator(qeVar, new MutableObject<>(andExpr));
+                assignOp2.setSourceLocation(sourceLoc);
+                assignOp2.getInputs().add(new MutableObject<>(subplanOp));
+
+                return new Pair<>(assignOp2, qeVar);
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                        qe.getQuantifier().toString());
         }
-        LogicalVariable qeVar = context.newVar();
-        AggregateOperator a =
-                new AggregateOperator(mkSingletonArrayList(qeVar), mkSingletonArrayList(new MutableObject<>(fAgg)));
-        a.getInputs().add(new MutableObject<>(s));
-        a.setSourceLocation(sourceLoc);
-        return new Pair<>(a, qeVar);
     }
 
     @Override
@@ -1463,7 +1570,7 @@
     public Pair<ILogicalOperator, LogicalVariable> visit(WhereClause w, Mutable<ILogicalOperator> tupSource)
             throws CompilationException {
         Pair<ILogicalExpression, Mutable<ILogicalOperator>> p = langExprToAlgExpression(w.getWhereExpr(), tupSource);
-        SelectOperator s = new SelectOperator(new MutableObject<>(p.first), false, null);
+        SelectOperator s = new SelectOperator(new MutableObject<>(p.first));
         s.getInputs().add(p.second);
         s.setSourceLocation(w.getSourceLocation());
         return new Pair<>(s, null);
@@ -1701,14 +1808,25 @@
     }
 
     protected boolean expressionNeedsNoNesting(Expression expr) throws CompilationException {
-        Kind k = expr.getKind();
-        boolean noNesting = k == Kind.LITERAL_EXPRESSION || k == Kind.LIST_CONSTRUCTOR_EXPRESSION
-                || k == Kind.RECORD_CONSTRUCTOR_EXPRESSION || k == Kind.VARIABLE_EXPRESSION;
-        noNesting = noNesting || k == Kind.CALL_EXPRESSION || k == Kind.OP_EXPRESSION
-                || k == Kind.FIELD_ACCESSOR_EXPRESSION;
-        noNesting = noNesting || k == Kind.INDEX_ACCESSOR_EXPRESSION || k == Kind.UNARY_EXPRESSION
-                || k == Kind.IF_EXPRESSION;
-        return noNesting || k == Kind.CASE_EXPRESSION || k == Kind.WINDOW_EXPRESSION;
+        switch (expr.getKind()) {
+            case LITERAL_EXPRESSION:
+            case LIST_CONSTRUCTOR_EXPRESSION:
+            case RECORD_CONSTRUCTOR_EXPRESSION:
+            case VARIABLE_EXPRESSION:
+            case CALL_EXPRESSION:
+            case OP_EXPRESSION:
+            case FIELD_ACCESSOR_EXPRESSION:
+            case INDEX_ACCESSOR_EXPRESSION:
+            case UNARY_EXPRESSION:
+            case IF_EXPRESSION:
+            case CASE_EXPRESSION:
+            case WINDOW_EXPRESSION:
+                return true;
+            case QUANTIFIED_EXPRESSION:
+                return ((QuantifiedExpression) expr).getQuantifier() == Quantifier.SOME_AND_EVERY;
+            default:
+                return false;
+        }
     }
 
     protected <T> List<T> mkSingletonArrayList(T item) {
@@ -1906,7 +2024,7 @@
         subplanOp.setSourceLocation(sourceLoc);
         NestedTupleSourceOperator ntsOp = new NestedTupleSourceOperator(new MutableObject<>(subplanOp));
         ntsOp.setSourceLocation(sourceLoc);
-        SelectOperator select = new SelectOperator(selectExpr, false, null);
+        SelectOperator select = new SelectOperator(selectExpr);
         // The select operator cannot be moved up and down, otherwise it will cause
         // typing issues (ASTERIXDB-1203).
         OperatorPropertiesUtil.markMovable(select, false);
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SessionConfig.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SessionConfig.java
index 8077172..4e294ec 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SessionConfig.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SessionConfig.java
@@ -21,6 +21,7 @@
 import java.io.Serializable;
 import java.util.HashMap;
 import java.util.Map;
+import java.util.Objects;
 
 import org.apache.logging.log4j.Level;
 import org.apache.logging.log4j.Logger;
@@ -39,7 +40,7 @@
  * <li>It allows you to specify output format-specific parameters.
  */
 public class SessionConfig implements Serializable {
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
 
     /**
      * Used to specify the output format for the primary execution.
@@ -48,7 +49,8 @@
         ADM,
         CSV,
         CLEAN_JSON,
-        LOSSLESS_JSON
+        LOSSLESS_JSON,
+        LOSSLESS_ADM_JSON
     }
 
     /**
@@ -72,6 +74,11 @@
         }
     }
 
+    public enum ClientType {
+        ASTERIX,
+        JDBC
+    }
+
     /**
      * Produce out-of-band output for Hyracks Job.
      */
@@ -127,12 +134,15 @@
      */
     public static final String FORMAT_QUOTE_RECORD = "quote-record";
 
+    // Client type
+    private ClientType clientType;
+
     // Output format.
     private OutputFormat fmt;
     private PlanFormat planFormat;
 
     // Standard execution flags.
-    private final boolean executeQuery;
+    private boolean executeQuery;
     private final boolean generateJobSpec;
     private final boolean optimize;
     private long maxWarnings;
@@ -174,6 +184,18 @@
         this.generateJobSpec = generateJobSpec;
         this.flags = new HashMap<>();
         this.planFormat = planFormat;
+        this.clientType = ClientType.ASTERIX;
+    }
+
+    /**
+     * Retrieve the client type for this execution.
+     */
+    public ClientType getClientType() {
+        return this.clientType;
+    }
+
+    public void setClientType(ClientType clientType) {
+        this.clientType = Objects.requireNonNull(clientType);
     }
 
     /**
@@ -216,6 +238,10 @@
         return executeQuery;
     }
 
+    public void setExecuteQuery(boolean executeQuery) {
+        this.executeQuery = executeQuery;
+    }
+
     /**
      * Retrieve the value of the "optimize" flag.
      */
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SqlppExpressionToPlanTranslator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SqlppExpressionToPlanTranslator.java
index 516780d..3c4537f 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SqlppExpressionToPlanTranslator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/SqlppExpressionToPlanTranslator.java
@@ -18,11 +18,9 @@
  */
 package org.apache.asterix.translator;
 
-import java.util.ArrayDeque;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
-import java.util.Deque;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
@@ -112,6 +110,7 @@
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionAnnotation;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
@@ -124,6 +123,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
@@ -155,7 +155,6 @@
     public static final String REWRITE_IN_AS_OR_OPTION = "rewrite_in_as_or";
     private static final boolean REWRITE_IN_AS_OR_OPTION_DEFAULT = true;
 
-    private Deque<Mutable<ILogicalOperator>> uncorrelatedRightBranchStack = new ArrayDeque<>();
     private final Map<VarIdentifier, IAObject> externalVars;
     private final boolean translateInAsOr;
 
@@ -303,12 +302,10 @@
             throws CompilationException {
         Mutable<ILogicalOperator> inputSrc = arg;
         Pair<ILogicalOperator, LogicalVariable> topUnnest = null;
-        uncorrelatedRightBranchStack.push(inputSrc);
         for (FromTerm fromTerm : fromClause.getFromTerms()) {
             topUnnest = fromTerm.accept(this, inputSrc);
             inputSrc = new MutableObject<>(topUnnest.first);
         }
-        uncorrelatedRightBranchStack.pop();
         return topUnnest;
     }
 
@@ -345,10 +342,12 @@
     public Pair<ILogicalOperator, LogicalVariable> visit(JoinClause joinClause, Mutable<ILogicalOperator> leftInputRef)
             throws CompilationException {
         SourceLocation sourceLoc = joinClause.getSourceLocation();
-        if (joinClause.getJoinType() == JoinType.INNER) {
-            Mutable<ILogicalOperator> rightInputRef = uncorrelatedRightBranchStack.peek();
+        if (joinClause.getJoinType() == JoinType.INNER && !hasFreeVariables(joinClause.getRightExpression())) {
+            EmptyTupleSourceOperator ets = new EmptyTupleSourceOperator();
+            ets.setSourceLocation(joinClause.getSourceLocation());
+            Mutable<ILogicalOperator> rightInputRef = new MutableObject<>(ets);
             Pair<ILogicalOperator, LogicalVariable> rightBranch =
-                    generateUnnestForBinaryCorrelateRightBranch(joinClause, rightInputRef, true);
+                    generateUnnestForBinaryCorrelateRightBranch(joinClause, rightInputRef, false, null);
             // A join operator with condition TRUE.
             AbstractBinaryJoinOperator joinOperator = new InnerJoinOperator(
                     new MutableObject<>(ConstantExpression.TRUE), leftInputRef, new MutableObject<>(rightBranch.first));
@@ -358,11 +357,11 @@
             // Add an additional filter operator.
             Pair<ILogicalExpression, Mutable<ILogicalOperator>> conditionExprOpPair =
                     langExprToAlgExpression(joinClause.getConditionExpression(), joinOpRef);
-            SelectOperator filter = new SelectOperator(new MutableObject<>(conditionExprOpPair.first), false, null);
+            SelectOperator filter = new SelectOperator(new MutableObject<>(conditionExprOpPair.first));
             filter.getInputs().add(conditionExprOpPair.second);
             filter.setSourceLocation(conditionExprOpPair.first.getSourceLocation());
             return new Pair<>(filter, rightBranch.second);
-        } else if (joinClause.getJoinType() == JoinType.LEFTOUTER) {
+        } else if (joinClause.getJoinType() == JoinType.INNER || joinClause.getJoinType() == JoinType.LEFTOUTER) {
             // Creates a subplan operator.
             SubplanOperator subplanOp = new SubplanOperator();
             subplanOp.getInputs().add(leftInputRef);
@@ -376,13 +375,13 @@
 
             // Adds an unnest operator to unnest to right expression.
             Pair<ILogicalOperator, LogicalVariable> rightBranch =
-                    generateUnnestForBinaryCorrelateRightBranch(joinClause, ntsRef, true);
+                    generateUnnestForBinaryCorrelateRightBranch(joinClause, ntsRef, false, null);
             AbstractUnnestNonMapOperator rightUnnestOp = (AbstractUnnestNonMapOperator) rightBranch.first;
 
             // Adds an additional filter operator for the join condition.
             Pair<ILogicalExpression, Mutable<ILogicalOperator>> conditionExprOpPair =
                     langExprToAlgExpression(joinClause.getConditionExpression(), new MutableObject<>(rightUnnestOp));
-            SelectOperator filter = new SelectOperator(new MutableObject<>(conditionExprOpPair.first), false, null);
+            SelectOperator filter = new SelectOperator(new MutableObject<>(conditionExprOpPair.first));
             filter.getInputs().add(conditionExprOpPair.second);
             filter.setSourceLocation(conditionExprOpPair.first.getSourceLocation());
 
@@ -442,20 +441,22 @@
             ILogicalPlan subplan = new ALogicalPlanImpl(new MutableObject<>(aggOp));
             subplanOp.getNestedPlans().add(subplan);
 
-            // Outer unnest the aggregated var from the subplan.
-            LogicalVariable outerUnnestVar = context.newVar();
+            // Unnest the aggregated var from the subplan.
+            LogicalVariable unnestVar = context.newVar();
             VariableReferenceExpression aggVarRefExpr = new VariableReferenceExpression(aggVar);
             aggVarRefExpr.setSourceLocation(aggOp.getSourceLocation());
             Pair<ILogicalExpression, Mutable<ILogicalOperator>> pUnnestExpr =
                     makeUnnestExpression(aggVarRefExpr, new MutableObject<>(subplanOp));
-            LeftOuterUnnestOperator outerUnnestOp =
-                    new LeftOuterUnnestOperator(outerUnnestVar, new MutableObject<>(pUnnestExpr.first));
-            outerUnnestOp.getInputs().add(pUnnestExpr.second);
-            outerUnnestOp.setSourceLocation(aggOp.getSourceLocation());
-            currentTopOp = outerUnnestOp;
+            AbstractUnnestOperator unnestOp = joinClause.getJoinType() == JoinType.INNER
+                    ? new UnnestOperator(unnestVar, new MutableObject<>(pUnnestExpr.first))
+                    : new LeftOuterUnnestOperator(unnestVar, new MutableObject<>(pUnnestExpr.first),
+                            translateLeftOuterMissingValue(joinClause.getOuterJoinMissingValueType()));
+            unnestOp.getInputs().add(pUnnestExpr.second);
+            unnestOp.setSourceLocation(aggOp.getSourceLocation());
+            currentTopOp = unnestOp;
 
             if (hasRightPosVar) {
-                VariableReferenceExpression outerUnnestVarRef1 = new VariableReferenceExpression(outerUnnestVar);
+                VariableReferenceExpression outerUnnestVarRef1 = new VariableReferenceExpression(unnestVar);
                 outerUnnestVarRef1.setSourceLocation(joinClause.getRightVariable().getSourceLocation());
                 ScalarFunctionCallExpression fieldAccessForRightUnnestVar = new ScalarFunctionCallExpression(
                         FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_INDEX),
@@ -463,7 +464,7 @@
                         new MutableObject<>(new ConstantExpression(new AsterixConstantValue(new AInt32(0)))));
                 fieldAccessForRightUnnestVar.setSourceLocation(joinClause.getRightVariable().getSourceLocation());
 
-                VariableReferenceExpression outerUnnestVarRef2 = new VariableReferenceExpression(outerUnnestVar);
+                VariableReferenceExpression outerUnnestVarRef2 = new VariableReferenceExpression(unnestVar);
                 outerUnnestVarRef2.setSourceLocation(joinClause.getPositionalVariable().getSourceLocation());
                 ScalarFunctionCallExpression fieldAccessForRightPosVar = new ScalarFunctionCallExpression(
                         FunctionUtil.getFunctionInfo(BuiltinFunctions.FIELD_ACCESS_BY_INDEX),
@@ -495,7 +496,7 @@
                 assignOp.setSourceLocation(joinClause.getRightVariable().getSourceLocation());
                 currentTopOp = assignOp;
             } else {
-                context.setVar(joinClause.getRightVariable(), outerUnnestVar);
+                context.setVar(joinClause.getRightVariable(), unnestVar);
             }
             return new Pair<>(currentTopOp, null);
         } else if (joinClause.getJoinType() == JoinType.RIGHTOUTER) {
@@ -507,6 +508,28 @@
         }
     }
 
+    private boolean hasFreeVariables(Expression expr) throws CompilationException {
+        Set<VariableExpr> freeVars = SqlppRewriteUtil.getFreeVariable(expr);
+        for (VariableExpr varRef : freeVars) {
+            if (!SqlppVariableUtil.isExternalVariableReference(varRef)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private static IAlgebricksConstantValue translateLeftOuterMissingValue(Literal.Type type)
+            throws CompilationException {
+        switch (type) {
+            case MISSING:
+                return ConstantExpression.MISSING.getValue();
+            case NULL:
+                return ConstantExpression.NULL.getValue();
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, String.valueOf(type));
+        }
+    }
+
     @Override
     public Pair<ILogicalOperator, LogicalVariable> visit(NestClause nestClause, Mutable<ILogicalOperator> arg)
             throws CompilationException {
@@ -517,8 +540,9 @@
     @Override
     public Pair<ILogicalOperator, LogicalVariable> visit(UnnestClause unnestClause,
             Mutable<ILogicalOperator> inputOpRef) throws CompilationException {
-        return generateUnnestForBinaryCorrelateRightBranch(unnestClause, inputOpRef,
-                unnestClause.getUnnestType() == UnnestType.INNER);
+        boolean outerUnnest = unnestClause.getUnnestType() == UnnestType.LEFTOUTER;
+        return generateUnnestForBinaryCorrelateRightBranch(unnestClause, inputOpRef, outerUnnest,
+                outerUnnest ? translateLeftOuterMissingValue(unnestClause.getOuterUnnestMissingValueType()) : null);
     }
 
     @Override
@@ -526,14 +550,14 @@
             throws CompilationException {
         Pair<ILogicalExpression, Mutable<ILogicalOperator>> p =
                 langExprToAlgExpression(havingClause.getFilterExpression(), tupSource);
-        SelectOperator s = new SelectOperator(new MutableObject<>(p.first), false, null);
+        SelectOperator s = new SelectOperator(new MutableObject<>(p.first));
         s.getInputs().add(p.second);
         return new Pair<>(s, null);
     }
 
     private Pair<ILogicalOperator, LogicalVariable> generateUnnestForBinaryCorrelateRightBranch(
-            AbstractBinaryCorrelateClause binaryCorrelate, Mutable<ILogicalOperator> inputOpRef, boolean innerUnnest)
-            throws CompilationException {
+            AbstractBinaryCorrelateClause binaryCorrelate, Mutable<ILogicalOperator> inputOpRef, boolean outerUnnest,
+            IAlgebricksConstantValue outerUnnestMissingValue) throws CompilationException {
         LogicalVariable rightVar = context.newVarFromExpression(binaryCorrelate.getRightVariable());
         Expression rightExpr = binaryCorrelate.getRightExpression();
         Pair<ILogicalExpression, Mutable<ILogicalOperator>> eo = langExprToAlgExpression(rightExpr, inputOpRef);
@@ -542,13 +566,15 @@
         if (binaryCorrelate.hasPositionalVariable()) {
             LogicalVariable pVar = context.newVarFromExpression(binaryCorrelate.getPositionalVariable());
             // We set the positional variable type as BIGINT type.
-            unnestOp = innerUnnest
-                    ? new UnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first), pVar, BuiltinType.AINT64)
-                    : new LeftOuterUnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first), pVar,
-                            BuiltinType.AINT64);
+            unnestOp = outerUnnest
+                    ? new LeftOuterUnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first), pVar,
+                            BuiltinType.AINT64, outerUnnestMissingValue)
+                    : new UnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first), pVar, BuiltinType.AINT64);
         } else {
-            unnestOp = innerUnnest ? new UnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first))
-                    : new LeftOuterUnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first));
+            unnestOp = outerUnnest
+                    ? new LeftOuterUnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first),
+                            outerUnnestMissingValue)
+                    : new UnnestOperator(rightVar, new MutableObject<>(pUnnestExpr.first));
         }
         unnestOp.getInputs().add(pUnnestExpr.second);
         unnestOp.setSourceLocation(binaryCorrelate.getRightVariable().getSourceLocation());
@@ -779,45 +805,78 @@
         Set<String> fieldNames = new HashSet<>();
 
         for (Projection projection : selectRegular.getProjections()) {
-            if (projection.varStar()) {
-                if (!fieldBindings.isEmpty()) {
-                    RecordConstructor recordConstr = new RecordConstructor(new ArrayList<>(fieldBindings));
-                    recordConstr.setSourceLocation(selectRegular.getSourceLocation());
-                    recordExprs.add(recordConstr);
-                    fieldBindings.clear();
-                }
-                Expression projectionExpr = projection.getExpression();
-                SourceLocation sourceLoc = projection.getSourceLocation();
-                CallExpr toObjectExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.TO_OBJECT),
-                        Collections.singletonList(projectionExpr));
-                toObjectExpr.setSourceLocation(sourceLoc);
-                CallExpr ifMissingOrNullExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.IF_MISSING_OR_NULL),
-                        Arrays.asList(toObjectExpr, new RecordConstructor(Collections.emptyList())));
-                ifMissingOrNullExpr.setSourceLocation(sourceLoc);
-                recordExprs.add(ifMissingOrNullExpr);
-            } else if (projection.star()) {
-                if (selectBlock.hasGroupbyClause()) {
-                    getGroupBindings(selectBlock.getGroupbyClause(), fieldBindings, fieldNames,
-                            SqlppExpressionToPlanTranslator::includeInSelectStar);
-                    if (selectBlock.hasLetHavingClausesAfterGroupby()) {
-                        getLetBindings(selectBlock.getLetHavingListAfterGroupby(), fieldBindings, fieldNames,
+            boolean everyVarStar = false;
+            switch (projection.getKind()) {
+                case VAR_STAR:
+                    if (!fieldBindings.isEmpty()) {
+                        RecordConstructor recordConstr = new RecordConstructor(new ArrayList<>(fieldBindings));
+                        recordConstr.setSourceLocation(selectRegular.getSourceLocation());
+                        recordExprs.add(recordConstr);
+                        fieldBindings.clear();
+                    }
+                    Expression expr =
+                            translateProjectVarStar(projection.getExpression(), projection.getSourceLocation());
+                    recordExprs.add(expr);
+                    break;
+                case EVERY_VAR_STAR:
+                    everyVarStar = true;
+                    // fall thru to STAR
+                case STAR:
+                    List<FieldBinding> fieldBindingsForStar;
+                    Set<String> fieldNamesForStar;
+                    if (everyVarStar) {
+                        fieldBindingsForStar = new ArrayList<>();
+                        fieldNamesForStar = new HashSet<>();
+                    } else {
+                        fieldBindingsForStar = fieldBindings;
+                        fieldNamesForStar = fieldNames;
+                    }
+                    if (selectBlock.hasGroupbyClause()) {
+                        getGroupBindings(selectBlock.getGroupbyClause(), fieldBindingsForStar, fieldNamesForStar,
+                                SqlppExpressionToPlanTranslator::includeInSelectStar);
+                        if (selectBlock.hasLetHavingClausesAfterGroupby()) {
+                            getLetBindings(selectBlock.getLetHavingListAfterGroupby(), fieldBindingsForStar,
+                                    fieldNamesForStar, SqlppExpressionToPlanTranslator::includeInSelectStar);
+                        }
+                    } else if (selectBlock.hasFromClause()) {
+                        getFromBindings(selectBlock.getFromClause(), fieldBindingsForStar, fieldNamesForStar,
+                                SqlppExpressionToPlanTranslator::includeInSelectStar);
+                        if (selectBlock.hasLetWhereClauses()) {
+                            getLetBindings(selectBlock.getLetWhereList(), fieldBindingsForStar, fieldNamesForStar,
+                                    SqlppExpressionToPlanTranslator::includeInSelectStar);
+                        }
+                    } else if (selectBlock.hasLetWhereClauses()) {
+                        getLetBindings(selectBlock.getLetWhereList(), fieldBindingsForStar, fieldNamesForStar,
                                 SqlppExpressionToPlanTranslator::includeInSelectStar);
                     }
-                } else if (selectBlock.hasFromClause()) {
-                    getFromBindings(selectBlock.getFromClause(), fieldBindings, fieldNames,
-                            SqlppExpressionToPlanTranslator::includeInSelectStar);
-                    if (selectBlock.hasLetWhereClauses()) {
-                        getLetBindings(selectBlock.getLetWhereList(), fieldBindings, fieldNames,
-                                SqlppExpressionToPlanTranslator::includeInSelectStar);
+                    if (everyVarStar) {
+                        if (!fieldBindings.isEmpty()) {
+                            RecordConstructor recordConstr = new RecordConstructor(new ArrayList<>(fieldBindings));
+                            recordConstr.setSourceLocation(selectRegular.getSourceLocation());
+                            recordExprs.add(recordConstr);
+                            fieldBindings.clear();
+                        }
+                        // We currently only support EVERY_VAR_STAR over a single variable
+                        if (fieldBindingsForStar.size() > 1) {
+                            throw new CompilationException(ErrorCode.AMBIGUOUS_PROJECTION,
+                                    projection.getSourceLocation());
+                        }
+                        for (FieldBinding fieldBinding : fieldBindingsForStar) {
+                            expr = translateProjectVarStar(fieldBinding.getRightExpr(), projection.getSourceLocation());
+                            recordExprs.add(expr);
+                        }
                     }
-                } else if (selectBlock.hasLetWhereClauses()) {
-                    getLetBindings(selectBlock.getLetWhereList(), fieldBindings, fieldNames,
-                            SqlppExpressionToPlanTranslator::includeInSelectStar);
-                }
-            } else if (projection.hasName()) {
-                fieldBindings.add(getFieldBinding(projection, fieldNames));
-            } else {
-                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, projection.getSourceLocation(), "");
+                    break;
+                case NAMED_EXPR:
+                    if (!projection.hasName()) {
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                projection.getSourceLocation(), "");
+                    }
+                    fieldBindings.add(getFieldBinding(projection, fieldNames));
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, projection.getSourceLocation(),
+                            "");
             }
         }
         if (!fieldBindings.isEmpty()) {
@@ -836,6 +895,17 @@
         }
     }
 
+    private Expression translateProjectVarStar(Expression projectionExpr, SourceLocation sourceLoc) {
+        // var.* -> if_missing_or_null(to_object(var), {})
+        CallExpr toObjectExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.TO_OBJECT),
+                Collections.singletonList(projectionExpr));
+        toObjectExpr.setSourceLocation(sourceLoc);
+        CallExpr ifMissingOrNullExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.IF_MISSING_OR_NULL),
+                Arrays.asList(toObjectExpr, new RecordConstructor(Collections.emptyList())));
+        ifMissingOrNullExpr.setSourceLocation(sourceLoc);
+        return ifMissingOrNullExpr;
+    }
+
     private static boolean includeInSelectStar(VariableExpr varExpr) {
         boolean excludeFromSelectStar =
                 varExpr.hasHints() && varExpr.getHints().contains(ExcludeFromSelectStarAnnotation.INSTANCE);
@@ -1180,16 +1250,16 @@
             }
             List<Expression> orderExprList = winExpr.getOrderbyList();
             List<OrderbyClause.OrderModifier> orderModifierList = winExpr.getOrderbyModifierList();
+            List<OrderbyClause.NullOrderModifier> nullOrderModifierList = winExpr.getOrderbyNullModifierList();
             orderExprCount = orderExprList.size();
             orderExprListOut = new ArrayList<>(orderExprCount);
             for (int i = 0; i < orderExprCount; i++) {
                 Expression orderExpr = orderExprList.get(i);
                 OrderbyClause.OrderModifier orderModifier = orderModifierList.get(i);
+                OrderbyClause.NullOrderModifier nullOrderModifier = nullOrderModifierList.get(i);
                 Pair<ILogicalOperator, LogicalVariable> orderExprResult = orderExpr.accept(this, currentOpRef);
                 VariableReferenceExpression orderExprOut = new VariableReferenceExpression(orderExprResult.second);
-                orderExprOut.setSourceLocation(orderExpr.getSourceLocation());
-                OrderOperator.IOrder orderModifierOut = translateOrderModifier(orderModifier);
-                orderExprListOut.add(new Pair<>(orderModifierOut, new MutableObject<>(orderExprOut)));
+                addOrderByExpression(orderExprListOut, orderExprOut, orderModifier, nullOrderModifier);
                 currentOpRef = new MutableObject<>(orderExprResult.first);
             }
         } else if (winExpr.hasFrameDefinition()) {
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TranslationContext.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TranslationContext.java
index 33653ad..91629b6 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TranslationContext.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TranslationContext.java
@@ -123,6 +123,13 @@
         }
     }
 
+    /*
+     * Whether the translation is inside a subplan
+     */
+    public boolean inSubplan() {
+        return !stack.isEmpty();
+    }
+
     /**
      * @return the variables produced by the top operator in a subplan.
      */
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TypeTranslator.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TypeTranslator.java
index 6e02fc2..c54cdc1 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TypeTranslator.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/TypeTranslator.java
@@ -55,6 +55,7 @@
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.util.LogRedactionUtil;
 
 public class TypeTranslator {
 
@@ -313,6 +314,10 @@
         IAType[] fldTypes = new IAType[n];
         int i = 0;
         for (String s : names) {
+            if (names.indexOf(s) < i) {
+                throw new CompilationException(ErrorCode.DUPLICATE_FIELD_NAME, rtd.getSourceLocation(),
+                        LogRedactionUtil.userData(s));
+            }
             fldNames[i++] = s;
         }
         boolean isOpen = rtd.getRecordKind() == RecordKind.OPEN;
diff --git a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/util/ValidateUtil.java b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/util/ValidateUtil.java
index b33026f..e51a539 100644
--- a/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/util/ValidateUtil.java
+++ b/asterixdb/asterix-algebra/src/main/java/org/apache/asterix/translator/util/ValidateUtil.java
@@ -19,15 +19,19 @@
 package org.apache.asterix.translator.util;
 
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
+import java.util.stream.Collectors;
 
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
+import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.utils.KeyFieldTypeUtil;
+import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.RecordUtil;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -39,6 +43,9 @@
  * or a list of key fields are valid in a record type.
  */
 public class ValidateUtil {
+
+    private static final String PRIMARY = "primary";
+
     private ValidateUtil() {
     }
 
@@ -119,11 +126,19 @@
     public static List<IAType> validatePartitioningExpressions(ARecordType recType, ARecordType metaRecType,
             List<List<String>> partitioningExprs, List<Integer> keySourceIndicators, boolean autogenerated,
             SourceLocation sourceLoc) throws AlgebricksException {
+        return validatePartitioningExpressionsImpl(recType, metaRecType, partitioningExprs, keySourceIndicators,
+                autogenerated, true, sourceLoc);
+    }
+
+    private static List<IAType> validatePartitioningExpressionsImpl(ARecordType recType, ARecordType metaRecType,
+            List<List<String>> partitioningExprs, List<Integer> keySourceIndicators, boolean autogenerated,
+            boolean forPrimaryKey, SourceLocation sourceLoc) throws AlgebricksException {
+        String keyKindDisplayName = forPrimaryKey ? PRIMARY : "";
         List<IAType> partitioningExprTypes = new ArrayList<>(partitioningExprs.size());
         if (autogenerated) {
             if (partitioningExprs.size() > 1) {
-                throw new CompilationException(ErrorCode.COMPILATION_CANNOT_AUTOGENERATE_COMPOSITE_PRIMARY_KEY,
-                        sourceLoc);
+                throw new CompilationException(ErrorCode.COMPILATION_CANNOT_AUTOGENERATE_COMPOSITE_KEY, sourceLoc,
+                        keyKindDisplayName);
             }
             List<String> fieldName = partitioningExprs.get(0);
             IAType fieldType = recType.getSubFieldType(fieldName);
@@ -136,7 +151,7 @@
             ATypeTag pkTypeTag = fieldType.getTypeTag();
             if (pkTypeTag != ATypeTag.UUID) {
                 throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_AUTOGENERATED_TYPE, sourceLoc,
-                        pkTypeTag.name(), ATypeTag.UUID.name());
+                        keyKindDisplayName, pkTypeTag.name(), ATypeTag.UUID.name());
             }
         } else {
             partitioningExprTypes =
@@ -148,12 +163,17 @@
                     throw new CompilationException(ErrorCode.COMPILATION_FIELD_NOT_FOUND, sourceLoc,
                             LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(partitioningExpr)));
                 }
-                boolean nullable = KeyFieldTypeUtil.chooseSource(keySourceIndicators, i, recType, metaRecType)
-                        .isSubFieldNullable(partitioningExpr);
-                if (nullable) {
-                    // key field is nullable
-                    throw new CompilationException(ErrorCode.COMPILATION_PRIMARY_KEY_CANNOT_BE_NULLABLE, sourceLoc,
-                            LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(partitioningExpr)));
+                if (forPrimaryKey) {
+                    boolean nullable = KeyFieldTypeUtil.chooseSource(keySourceIndicators, i, recType, metaRecType)
+                            .isSubFieldNullable(partitioningExpr);
+                    if (nullable) {
+                        // key field is nullable
+                        throw new CompilationException(ErrorCode.COMPILATION_KEY_CANNOT_BE_NULLABLE, sourceLoc,
+                                keyKindDisplayName,
+                                LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(partitioningExpr)));
+                    }
+                } else {
+                    fieldType = TypeComputeUtils.getActualType(fieldType);
                 }
                 switch (fieldType.getTypeTag()) {
                     case TINYINT:
@@ -172,11 +192,12 @@
                     case DAYTIMEDURATION:
                         break;
                     case UNION:
-                        throw new CompilationException(ErrorCode.COMPILATION_PRIMARY_KEY_CANNOT_BE_NULLABLE, sourceLoc,
+                        throw new CompilationException(ErrorCode.COMPILATION_KEY_CANNOT_BE_NULLABLE, sourceLoc,
+                                keyKindDisplayName,
                                 LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(partitioningExpr)));
                     default:
-                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_PRIMARY_KEY_TYPE, sourceLoc,
-                                fieldType.getTypeTag());
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_KEY_TYPE, sourceLoc,
+                                fieldType.getTypeTag(), keyKindDisplayName);
                 }
             }
         }
@@ -186,153 +207,138 @@
     /**
      * Validates the key fields that will be used as keys of an index.
      *
-     * @param recType
-     *            the record type
-     * @param keyFieldNames
-     *            a map of key fields that will be validated
-     * @param keyFieldTypes
-     *            a map of key types (if provided) that will be validated
      * @param indexType
      *            the type of the index that its key fields is being validated
+     * @param fieldType
+     *            a key field type
+     * @param displayFieldName
+     *            a field name to use for error reporting
      * @param sourceLoc
      *            the source location
      * @throws AlgebricksException
      */
-    public static void validateKeyFields(ARecordType recType, ARecordType metaRecType, List<List<String>> keyFieldNames,
-            List<Integer> keySourceIndicators, List<IAType> keyFieldTypes, IndexType indexType,
+    public static void validateIndexFieldType(IndexType indexType, IAType fieldType, List<String> displayFieldName,
             SourceLocation sourceLoc) throws AlgebricksException {
-        List<IAType> fieldTypes =
-                KeyFieldTypeUtil.getKeyTypes(recType, metaRecType, keyFieldNames, keySourceIndicators);
-        int pos = 0;
-        boolean openFieldCompositeIdx = false;
-        for (IAType fieldType : fieldTypes) {
-            List<String> fieldName = keyFieldNames.get(pos);
-            if (fieldType == null) {
-                fieldType = keyFieldTypes.get(pos);
-                if (keyFieldTypes.get(pos) == BuiltinType.AMISSING) {
-                    throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                            "A field with this name  \""
-                                    + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                    + "\" could not be found.");
+        switch (indexType) {
+            case ARRAY:
+            case BTREE:
+                switch (fieldType.getTypeTag()) {
+                    case TINYINT:
+                    case SMALLINT:
+                    case INTEGER:
+                    case BIGINT:
+                    case FLOAT:
+                    case DOUBLE:
+                    case STRING:
+                    case BINARY:
+                    case DATE:
+                    case TIME:
+                    case DATETIME:
+                    case UUID:
+                    case YEARMONTHDURATION:
+                    case DAYTIMEDURATION:
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                                "The field '"
+                                        + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                        + "' which is of type " + fieldType.getTypeTag()
+                                        + " cannot be indexed using the BTree index.");
                 }
-            } else if (openFieldCompositeIdx) {
-                throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                        "A closed field \"" + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                + "\" could be only in a prefix part of the composite index, containing opened field.");
-            }
-            if (keyFieldTypes.get(pos) != BuiltinType.AMISSING
-                    && fieldType.getTypeTag() != keyFieldTypes.get(pos).getTypeTag()) {
-                throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                        "A field \"" + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName)) + "\" is "
-                                + "already defined with the type \"" + fieldType + "\"");
-            }
-            switch (indexType) {
-                case BTREE:
-                    switch (fieldType.getTypeTag()) {
-                        case TINYINT:
-                        case SMALLINT:
-                        case INTEGER:
-                        case BIGINT:
-                        case FLOAT:
-                        case DOUBLE:
-                        case STRING:
-                        case BINARY:
-                        case DATE:
-                        case TIME:
-                        case DATETIME:
-                        case UNION:
-                        case UUID:
-                        case YEARMONTHDURATION:
-                        case DAYTIMEDURATION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the BTree index.");
-                    }
-                    break;
-                case RTREE:
-                    switch (fieldType.getTypeTag()) {
-                        case POINT:
-                        case LINE:
-                        case RECTANGLE:
-                        case CIRCLE:
-                        case POLYGON:
-                        case GEOMETRY:
-                        case UNION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the RTree index.");
-                    }
-                    break;
-                case LENGTH_PARTITIONED_NGRAM_INVIX:
-                    switch (fieldType.getTypeTag()) {
-                        case STRING:
-                        case UNION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the Length Partitioned N-Gram index.");
-                    }
-                    break;
-                case LENGTH_PARTITIONED_WORD_INVIX:
-                    switch (fieldType.getTypeTag()) {
-                        case STRING:
-                        case MULTISET:
-                        case ARRAY:
-                        case UNION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the Length Partitioned Keyword index.");
-                    }
-                    break;
-                case SINGLE_PARTITION_NGRAM_INVIX:
-                    switch (fieldType.getTypeTag()) {
-                        case STRING:
-                        case UNION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the N-Gram index.");
-                    }
-                    break;
-                case SINGLE_PARTITION_WORD_INVIX:
-                    switch (fieldType.getTypeTag()) {
-                        case STRING:
-                        case MULTISET:
-                        case ARRAY:
-                        case UNION:
-                            break;
-                        default:
-                            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                    "The field '"
-                                            + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldName))
-                                            + "' which is of type " + fieldType.getTypeTag()
-                                            + " cannot be indexed using the Keyword index.");
-                    }
-                    break;
-                default:
+                break;
+            case RTREE:
+                switch (fieldType.getTypeTag()) {
+                    case POINT:
+                    case LINE:
+                    case RECTANGLE:
+                    case CIRCLE:
+                    case POLYGON:
+                    case GEOMETRY:
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                                "The field '"
+                                        + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                        + "' which is of type " + fieldType.getTypeTag()
+                                        + " cannot be indexed using the RTree index.");
+                }
+                break;
+            case LENGTH_PARTITIONED_NGRAM_INVIX:
+                if (fieldType.getTypeTag() != ATypeTag.STRING) {
                     throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                            "Invalid index type: " + indexType + ".");
-            }
-            pos++;
+                            "The field '" + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                    + "' which is of type " + fieldType.getTypeTag()
+                                    + " cannot be indexed using the Length Partitioned N-Gram index.");
+                }
+                break;
+            case LENGTH_PARTITIONED_WORD_INVIX:
+                switch (fieldType.getTypeTag()) {
+                    case STRING:
+                    case MULTISET:
+                    case ARRAY:
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                                "The field '"
+                                        + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                        + "' which is of type " + fieldType.getTypeTag()
+                                        + " cannot be indexed using the Length Partitioned Keyword index.");
+                }
+                break;
+            case SINGLE_PARTITION_NGRAM_INVIX:
+                if (fieldType.getTypeTag() != ATypeTag.STRING) {
+                    throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                            "The field '" + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                    + "' which is of type " + fieldType.getTypeTag()
+                                    + " cannot be indexed using the N-Gram index.");
+                }
+                break;
+            case SINGLE_PARTITION_WORD_INVIX:
+                switch (fieldType.getTypeTag()) {
+                    case STRING:
+                    case MULTISET:
+                    case ARRAY:
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                                "The field '"
+                                        + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(displayFieldName))
+                                        + "' which is of type " + fieldType.getTypeTag()
+                                        + " cannot be indexed using the Keyword index.");
+                }
+                break;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE, sourceLoc,
+                        String.valueOf(indexType));
         }
     }
 
+    /**
+     * Validates the key fields that will be used as either primary or foreign keys of a view.
+     */
+    public static List<String> validateViewKeyFields(CreateViewStatement.KeyDecl keyDecl, ARecordType itemType,
+            boolean isForeignKey, SourceLocation sourceLoc) throws AlgebricksException {
+        List<Integer> sourceIndicators = keyDecl.getSourceIndicators();
+        List<List<String>> fields = keyDecl.getFields();
+        int n = fields.size();
+        List<String> keyFields = new ArrayList<>(n);
+        for (int i = 0; i < n; i++) {
+            if (sourceIndicators.get(i) != Index.RECORD_INDICATOR) {
+                throw new CompilationException(isForeignKey ? ErrorCode.INVALID_FOREIGN_KEY_DEFINITION
+                        : ErrorCode.INVALID_PRIMARY_KEY_DEFINITION, sourceLoc);
+            }
+            List<String> nestedField = fields.get(i);
+            if (nestedField.size() != 1) {
+                throw new CompilationException(isForeignKey ? ErrorCode.INVALID_FOREIGN_KEY_DEFINITION
+                        : ErrorCode.INVALID_PRIMARY_KEY_DEFINITION, sourceLoc);
+            }
+            keyFields.add(nestedField.get(0));
+        }
+
+        validatePartitioningExpressionsImpl(itemType, null,
+                keyFields.stream().map(Collections::singletonList).collect(Collectors.toList()),
+                Collections.nCopies(keyFields.size(), Index.RECORD_INDICATOR), false, !isForeignKey, sourceLoc);
+
+        return keyFields;
+    }
 }
diff --git a/asterixdb/asterix-app/data/array-index.adm b/asterixdb/asterix-app/data/array-index.adm
new file mode 100644
index 0000000..fbe2221
--- /dev/null
+++ b/asterixdb/asterix-app/data/array-index.adm
@@ -0,0 +1,500 @@
+{"grouping_1000":1, "grouping_500":1, "grouping_250":1, "grouping_100":1, "integer_rand_2000":null, "integer_seq_2000":1, "integer_rand_2":0, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":2, "grouping_500":2, "grouping_250":2, "grouping_100":2, "integer_rand_2000":null, "integer_seq_2000":2, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":3, "grouping_500":3, "grouping_250":3, "grouping_100":3, "integer_rand_2000":78, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":18, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":null}
+{"grouping_1000":4, "grouping_500":4, "grouping_250":4, "grouping_100":4, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_20":null, "string_rand_26_a":0, "string_rand_26_b":null, "string_rand_26_c":0}
+{"grouping_1000":5, "grouping_500":5, "grouping_250":5, "grouping_100":5, "integer_rand_2000":null, "integer_seq_2000":5, "integer_rand_2":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":null}
+{"grouping_1000":6, "grouping_500":6, "grouping_250":6, "grouping_100":6, "integer_seq_2000":null, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":0}
+{"grouping_1000":7, "grouping_500":7, "grouping_250":7, "grouping_100":7, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":null, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":8, "grouping_500":8, "grouping_250":8, "grouping_100":8, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":9, "grouping_500":9, "grouping_250":9, "grouping_100":9, "integer_rand_2000":null, "integer_seq_2000":9, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":0}
+{"grouping_1000":10, "grouping_500":10, "grouping_250":10, "grouping_100":10, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_c":0}
+{"grouping_1000":11, "grouping_500":11, "grouping_250":11, "grouping_100":11, "integer_rand_2000":null, "integer_seq_2000":11, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_b":0, "string_rand_26_c":null}
+{"grouping_1000":12, "grouping_500":12, "grouping_250":12, "grouping_100":12, "integer_rand_2000":312, "integer_seq_2000":12, "integer_rand_2":null, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":13, "grouping_500":13, "grouping_250":13, "grouping_100":13, "integer_rand_2000":338, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":14, "grouping_500":14, "grouping_250":14, "grouping_100":14, "integer_rand_2000":364, "integer_seq_2000":14, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":4, "string_rand_26_a":0, "string_rand_26_b":null, "string_rand_26_c":0}
+{"grouping_1000":15, "grouping_500":15, "grouping_250":15, "grouping_100":15, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":null, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":16, "grouping_500":16, "grouping_250":16, "grouping_100":16, "integer_rand_2000":416, "integer_seq_2000":16, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_20":16, "string_rand_26_c":null}
+{"grouping_1000":17, "grouping_500":17, "grouping_250":17, "grouping_100":17, "integer_rand_2000":442, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":0, "string_rand_26_b":0, "string_rand_26_c":0}
+{"grouping_1000":18, "grouping_500":18, "grouping_250":18, "grouping_100":18, "integer_rand_2000":468, "integer_rand_2":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":0, "string_rand_26_b":null, "string_rand_26_c":0}
+{"grouping_1000":19, "grouping_500":19, "grouping_250":19, "grouping_100":19, "integer_rand_2000":494, "integer_seq_2000":19, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":0, "string_rand_26_c":0}
+{"grouping_1000":20, "grouping_500":20, "grouping_250":20, "grouping_100":20, "integer_rand_2000":403, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":21, "grouping_500":21, "grouping_250":21, "grouping_100":21, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":null}
+{"grouping_1000":22, "grouping_500":22, "grouping_250":22, "grouping_100":22, "integer_rand_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_a":null, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":23, "grouping_500":23, "grouping_250":23, "grouping_100":23, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":24, "grouping_500":24, "grouping_250":24, "grouping_100":24, "integer_rand_2000":80, "integer_seq_2000":24, "integer_rand_2":null, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":25, "grouping_500":25, "grouping_250":25, "grouping_100":25, "integer_rand_2000":485, "integer_seq_2000":25, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":5, "string_rand_26_a":null, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":26, "grouping_500":26, "grouping_250":26, "grouping_100":26, "integer_rand_2000":423, "integer_seq_2000":26, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":null}
+{"grouping_1000":27, "grouping_500":27, "grouping_250":27, "grouping_100":27, "integer_rand_2000":null, "integer_seq_2000":27, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":10, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":28, "grouping_500":28, "grouping_250":28, "grouping_100":28, "integer_rand_2000":null, "integer_seq_2000":28, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":29, "grouping_500":29, "grouping_250":29, "grouping_100":29, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":17, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":30, "grouping_500":30, "grouping_250":30, "grouping_100":30, "integer_rand_2000":null, "integer_seq_2000":30, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_20":null, "string_rand_26_b":22}
+{"grouping_1000":31, "grouping_500":31, "grouping_250":31, "grouping_100":31, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":11, "string_rand_26_b":11, "string_rand_26_c":null}
+{"grouping_1000":32, "grouping_500":32, "grouping_250":32, "grouping_100":32, "integer_seq_2000":32, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":33, "grouping_500":33, "grouping_250":33, "grouping_100":33, "integer_rand_2000":110, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":null, "string_rand_26_c":6}
+{"grouping_1000":34, "grouping_500":34, "grouping_250":34, "grouping_100":34, "integer_rand_2000":null, "integer_seq_2000":34, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":22, "string_rand_26_c":22}
+{"grouping_1000":35, "grouping_500":35, "grouping_250":35, "grouping_100":35, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":36, "grouping_500":36, "grouping_250":36, "grouping_100":36, "integer_rand_2000":null, "integer_seq_2000":36, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":16, "string_rand_26_c":null}
+{"grouping_1000":37, "grouping_500":37, "grouping_250":37, "grouping_100":37, "integer_rand_2000":299, "integer_seq_2000":37, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":null}
+{"grouping_1000":38, "grouping_500":38, "grouping_250":38, "grouping_100":38, "integer_rand_2000":null, "integer_seq_2000":38, "integer_rand_2":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":39, "grouping_500":39, "grouping_250":39, "grouping_100":39, "integer_rand_2000":5, "integer_seq_2000":39, "integer_rand_2":1, "integer_rand_4":1, "string_rand_26_a":5, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":40, "grouping_500":40, "grouping_250":40, "grouping_100":40, "integer_rand_2000":31, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_20":11, "string_rand_26_a":null, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":41, "grouping_500":41, "grouping_250":41, "grouping_100":41, "integer_rand_2000":57, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":null, "string_rand_26_b":5, "string_rand_26_c":5}
+{"grouping_1000":42, "grouping_500":42, "grouping_250":42, "grouping_100":42, "integer_rand_2000":83, "integer_seq_2000":42, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":5, "string_rand_26_c":5}
+{"grouping_1000":43, "grouping_500":43, "grouping_250":43, "grouping_100":43, "integer_rand_2000":109, "integer_seq_2000":43, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":9, "string_rand_26_a":5, "string_rand_26_c":5}
+{"grouping_1000":44, "grouping_500":44, "grouping_250":44, "grouping_100":44, "integer_rand_2000":135, "integer_seq_2000":44, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_20":null, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":5}
+{"grouping_1000":45, "grouping_500":45, "grouping_250":45, "grouping_100":45, "integer_rand_2000":null, "integer_seq_2000":45, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":46, "grouping_500":46, "grouping_250":46, "grouping_100":46, "integer_rand_2000":187, "integer_seq_2000":46, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":47, "grouping_500":47, "grouping_250":47, "grouping_100":47, "integer_rand_2000":213, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":5, "string_rand_26_b":null}
+{"grouping_1000":48, "grouping_500":48, "grouping_250":48, "grouping_100":48, "integer_rand_2000":239, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":49, "grouping_500":49, "grouping_250":49, "grouping_100":49, "integer_rand_2000":null, "integer_seq_2000":49, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":5, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":50, "grouping_500":50, "grouping_250":50, "grouping_100":50, "integer_rand_2000":null, "integer_seq_2000":50, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":1, "string_rand_26_a":null, "string_rand_26_b":5, "string_rand_26_c":5}
+{"grouping_1000":51, "grouping_500":51, "grouping_250":51, "grouping_100":51, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":5, "string_rand_26_b":null, "string_rand_26_c":5}
+{"grouping_1000":52, "grouping_500":52, "grouping_250":52, "grouping_100":52, "integer_seq_2000":52, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":53, "grouping_500":53, "grouping_250":53, "grouping_100":53, "integer_seq_2000":53, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":5, "string_rand_26_b":null, "string_rand_26_c":5}
+{"grouping_1000":54, "grouping_500":54, "grouping_250":54, "grouping_100":54, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":5, "string_rand_26_b":null, "string_rand_26_c":5}
+{"grouping_1000":55, "grouping_500":55, "grouping_250":55, "grouping_100":55, "integer_rand_2000":null, "integer_seq_2000":55, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":1, "string_rand_26_b":null, "string_rand_26_c":5}
+{"grouping_1000":56, "grouping_500":56, "grouping_250":56, "grouping_100":56, "integer_rand_2000":447, "integer_seq_2000":56, "integer_rand_4":3, "integer_rand_20":7, "string_rand_26_a":5, "string_rand_26_b":null, "string_rand_26_c":5}
+{"grouping_1000":57, "grouping_500":57, "grouping_250":57, "grouping_100":57, "integer_rand_2000":473, "integer_seq_2000":57, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":5, "string_rand_26_b":5, "string_rand_26_c":null}
+{"grouping_1000":58, "grouping_500":58, "grouping_250":58, "grouping_100":58, "integer_rand_2000":499, "integer_seq_2000":58, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":null, "string_rand_26_c":5}
+{"grouping_1000":59, "grouping_500":59, "grouping_250":59, "grouping_100":59, "integer_rand_2000":95, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_20":15, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":60, "grouping_500":60, "grouping_250":60, "grouping_100":60, "integer_rand_2000":200, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_b":18, "string_rand_26_c":null}
+{"grouping_1000":61, "grouping_500":61, "grouping_250":61, "grouping_100":61, "integer_rand_2000":245, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":5, "string_rand_26_a":11, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":62, "grouping_500":62, "grouping_250":62, "grouping_100":62, "integer_rand_2000":339, "integer_seq_2000":62, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":1}
+{"grouping_1000":63, "grouping_500":63, "grouping_250":63, "grouping_100":63, "integer_rand_2000":null, "integer_seq_2000":63, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":64, "grouping_500":64, "grouping_250":64, "grouping_100":64, "integer_rand_2000":439, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":65, "grouping_500":65, "grouping_250":65, "grouping_100":65, "integer_rand_2000":252, "integer_seq_2000":65, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":2, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":66, "grouping_500":66, "grouping_250":66, "grouping_100":66, "integer_rand_2000":220, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":67, "grouping_500":67, "grouping_250":67, "grouping_100":67, "integer_rand_2000":89, "integer_seq_2000":67, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":68, "grouping_500":68, "grouping_250":68, "grouping_100":68, "integer_rand_2000":null, "integer_seq_2000":68, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":69, "grouping_500":69, "grouping_250":69, "grouping_100":69, "integer_rand_2000":230, "integer_seq_2000":69, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":70, "grouping_500":70, "grouping_250":70, "grouping_100":70, "integer_rand_2000":349, "integer_seq_2000":70, "integer_rand_4":1, "integer_rand_10":9, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":71, "grouping_500":71, "grouping_250":71, "grouping_100":71, "integer_seq_2000":71, "integer_rand_4":3, "integer_rand_20":19, "string_rand_26_a":null, "string_rand_26_b":11, "string_rand_26_c":null}
+{"grouping_1000":72, "grouping_500":72, "grouping_250":72, "grouping_100":72, "integer_rand_2000":240, "integer_seq_2000":72, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_b":6, "string_rand_26_c":6}
+{"grouping_1000":73, "grouping_500":73, "grouping_250":73, "grouping_100":73, "integer_rand_2000":12, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":12, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":74, "grouping_500":74, "grouping_250":74, "grouping_100":74, "integer_rand_2000":23, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":75, "grouping_500":75, "grouping_250":75, "grouping_100":75, "integer_rand_2000":null, "integer_seq_2000":75, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":76, "grouping_500":76, "grouping_250":76, "grouping_100":76, "integer_rand_2000":396, "integer_seq_2000":76, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":77, "grouping_500":77, "grouping_250":77, "grouping_100":77, "integer_seq_2000":77, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":23}
+{"grouping_1000":78, "grouping_500":78, "grouping_250":78, "grouping_100":78, "integer_rand_2000":null, "integer_seq_2000":78, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":79, "grouping_500":79, "grouping_250":79, "grouping_100":79, "integer_rand_2000":36, "integer_seq_2000":79, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":10, "string_rand_26_c":10}
+{"grouping_1000":80, "grouping_500":80, "grouping_250":80, "grouping_100":80, "integer_rand_2000":62, "integer_seq_2000":80, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":81, "grouping_500":81, "grouping_250":81, "grouping_100":81, "integer_rand_2000":null, "integer_seq_2000":81, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":null}
+{"grouping_1000":82, "grouping_500":82, "grouping_250":82, "grouping_100":82, "integer_rand_2000":114, "integer_seq_2000":82, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":10, "string_rand_26_b":null, "string_rand_26_c":10}
+{"grouping_1000":83, "grouping_500":83, "grouping_250":83, "grouping_100":83, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":10}
+{"grouping_1000":84, "grouping_500":84, "grouping_250":84, "grouping_100":84, "integer_rand_2000":null, "integer_seq_2000":84, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":85, "grouping_500":85, "grouping_250":85, "grouping_100":85, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":null, "string_rand_26_b":10}
+{"grouping_1000":86, "grouping_500":86, "grouping_250":86, "grouping_100":86, "integer_rand_2000":218, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":87, "grouping_500":87, "grouping_250":87, "grouping_100":87, "integer_rand_2000":null, "integer_seq_2000":87, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":88, "grouping_500":88, "grouping_250":88, "grouping_100":88, "integer_rand_2000":270, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":10, "string_rand_26_a":null, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":89, "grouping_500":89, "grouping_250":89, "grouping_100":89, "integer_rand_2000":296, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":10}
+{"grouping_1000":90, "grouping_500":90, "grouping_250":90, "grouping_100":90, "integer_rand_2000":null, "integer_seq_2000":90, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "string_rand_26_a":10, "string_rand_26_b":10}
+{"grouping_1000":91, "grouping_500":91, "grouping_250":91, "grouping_100":91, "integer_rand_2000":348, "integer_seq_2000":91, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":10, "string_rand_26_b":null, "string_rand_26_c":10}
+{"grouping_1000":92, "grouping_500":92, "grouping_250":92, "grouping_100":92, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":14, "string_rand_26_a":null, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":93, "grouping_500":93, "grouping_250":93, "grouping_100":93, "integer_seq_2000":93, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_20":0, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":94, "grouping_500":94, "grouping_250":94, "grouping_100":94, "integer_rand_2000":426, "integer_seq_2000":94, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_b":10}
+{"grouping_1000":95, "grouping_500":95, "grouping_250":95, "grouping_100":95, "integer_rand_2000":452, "integer_seq_2000":95, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":96, "grouping_500":96, "grouping_250":96, "grouping_100":96, "integer_rand_2000":478, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":10, "string_rand_26_b":10, "string_rand_26_c":10}
+{"grouping_1000":97, "grouping_500":97, "grouping_250":97, "grouping_100":97, "integer_rand_2000":null, "integer_seq_2000":97, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":7}
+{"grouping_1000":98, "grouping_500":98, "grouping_250":98, "grouping_100":98, "integer_rand_2000":85, "integer_seq_2000":98, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_20":5, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":7}
+{"grouping_1000":99, "grouping_500":99, "grouping_250":99, "grouping_100":99, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_10":null, "integer_rand_20":10, "string_rand_26_b":18, "string_rand_26_c":null}
+{"grouping_1000":100, "grouping_500":100, "grouping_250":100, "grouping_100":0, "integer_rand_2000":303, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":101, "grouping_500":101, "grouping_250":101, "grouping_100":1, "integer_rand_2000":345, "integer_seq_2000":null, "integer_rand_4":1, "integer_rand_20":5, "string_rand_26_a":null, "string_rand_26_b":7, "string_rand_26_c":null}
+{"grouping_1000":102, "grouping_500":102, "grouping_250":102, "grouping_100":2, "integer_rand_2000":340, "integer_seq_2000":102, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":2, "string_rand_26_b":null, "string_rand_26_c":2}
+{"grouping_1000":103, "grouping_500":103, "grouping_250":103, "grouping_100":3, "integer_rand_2000":7, "integer_seq_2000":103, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_b":7}
+{"grouping_1000":104, "grouping_500":104, "grouping_250":104, "grouping_100":4, "integer_rand_2000":335, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":105, "grouping_500":105, "grouping_250":105, "grouping_100":5, "integer_rand_2000":350, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":null, "string_rand_26_b":12}
+{"grouping_1000":106, "grouping_500":106, "grouping_250":106, "grouping_100":6, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":17, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":107, "grouping_500":107, "grouping_250":107, "grouping_100":7, "integer_rand_2000":292, "integer_seq_2000":107, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":12, "string_rand_26_a":6, "string_rand_26_b":null, "string_rand_26_c":6}
+{"grouping_1000":108, "grouping_500":108, "grouping_250":108, "grouping_100":8, "integer_rand_2000":360, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":22, "string_rand_26_c":22}
+{"grouping_1000":109, "grouping_500":109, "grouping_250":109, "grouping_100":9, "integer_seq_2000":109, "integer_rand_2":null, "integer_rand_20":7, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":null}
+{"grouping_1000":110, "grouping_500":110, "grouping_250":110, "grouping_100":10, "integer_rand_2000":116, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":12, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":111, "grouping_500":111, "grouping_250":111, "grouping_100":11, "integer_seq_2000":111, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":6, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":112, "grouping_500":112, "grouping_250":112, "grouping_100":12, "integer_rand_2000":37, "integer_seq_2000":112, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":11, "string_rand_26_b":11, "string_rand_26_c":null}
+{"grouping_1000":113, "grouping_500":113, "grouping_250":113, "grouping_100":13, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":12, "string_rand_26_c":12}
+{"grouping_1000":114, "grouping_500":114, "grouping_250":114, "grouping_100":14, "integer_rand_2000":null, "integer_seq_2000":114, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":16, "string_rand_26_c":16}
+{"grouping_1000":115, "grouping_500":115, "grouping_250":115, "grouping_100":15, "integer_rand_2000":47, "integer_seq_2000":115, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":21, "string_rand_26_b":21, "string_rand_26_c":null}
+{"grouping_1000":116, "grouping_500":116, "grouping_250":116, "grouping_100":16, "integer_rand_2000":392, "integer_seq_2000":116, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":117, "grouping_500":117, "grouping_250":117, "grouping_100":17, "integer_rand_2000":15, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":15, "string_rand_26_b":15, "string_rand_26_c":15}
+{"grouping_1000":118, "grouping_500":118, "grouping_250":118, "grouping_100":18, "integer_rand_2000":41, "integer_seq_2000":118, "integer_rand_2":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":15, "string_rand_26_b":15}
+{"grouping_1000":119, "grouping_500":119, "grouping_250":119, "grouping_100":19, "integer_rand_2000":67, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":7, "string_rand_26_a":15, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":120, "grouping_500":120, "grouping_250":120, "grouping_100":20, "integer_rand_2000":93, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":15, "string_rand_26_b":15, "string_rand_26_c":15}
+{"grouping_1000":121, "grouping_500":121, "grouping_250":121, "grouping_100":21, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_a":15, "string_rand_26_b":15, "string_rand_26_c":15}
+{"grouping_1000":122, "grouping_500":122, "grouping_250":122, "grouping_100":22, "integer_rand_2000":145, "integer_seq_2000":122, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":5, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":15}
+{"grouping_1000":123, "grouping_500":123, "grouping_250":123, "grouping_100":23, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_20":11, "string_rand_26_a":null, "string_rand_26_b":15}
+{"grouping_1000":124, "grouping_500":124, "grouping_250":124, "grouping_100":24, "integer_rand_2000":197, "integer_seq_2000":124, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":125, "grouping_500":125, "grouping_250":125, "grouping_100":25, "integer_rand_2000":223, "integer_seq_2000":125, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "string_rand_26_a":15, "string_rand_26_b":15, "string_rand_26_c":15}
+{"grouping_1000":126, "grouping_500":126, "grouping_250":126, "grouping_100":26, "integer_rand_2000":null, "integer_seq_2000":126, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":15, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":127, "grouping_500":127, "grouping_250":127, "grouping_100":27, "integer_rand_2000":275, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_b":null, "string_rand_26_c":15}
+{"grouping_1000":128, "grouping_500":128, "grouping_250":128, "grouping_100":28, "integer_rand_2000":301, "integer_seq_2000":128, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":15, "string_rand_26_b":null}
+{"grouping_1000":129, "grouping_500":129, "grouping_250":129, "grouping_100":29, "integer_rand_2000":327, "integer_seq_2000":129, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":7, "string_rand_26_a":15, "string_rand_26_b":null, "string_rand_26_c":15}
+{"grouping_1000":130, "grouping_500":130, "grouping_250":130, "grouping_100":30, "integer_rand_2000":353, "integer_seq_2000":130, "integer_rand_2":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_b":15, "string_rand_26_c":null}
+{"grouping_1000":131, "grouping_500":131, "grouping_250":131, "grouping_100":31, "integer_rand_2000":379, "integer_seq_2000":131, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_20":null, "string_rand_26_a":15, "string_rand_26_b":15, "string_rand_26_c":null}
+{"grouping_1000":132, "grouping_500":132, "grouping_250":132, "grouping_100":32, "integer_rand_2000":405, "integer_seq_2000":132, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":133, "grouping_500":133, "grouping_250":133, "grouping_100":33, "integer_rand_2000":431, "integer_seq_2000":133, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":11, "string_rand_26_a":15, "string_rand_26_b":null, "string_rand_26_c":15}
+{"grouping_1000":134, "grouping_500":134, "grouping_250":134, "grouping_100":34, "integer_rand_2000":null, "integer_seq_2000":134, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":17, "string_rand_26_a":15, "string_rand_26_c":15}
+{"grouping_1000":135, "grouping_500":135, "grouping_250":135, "grouping_100":35, "integer_rand_2000":483, "integer_seq_2000":135, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":15, "string_rand_26_b":null, "string_rand_26_c":15}
+{"grouping_1000":136, "grouping_500":136, "grouping_250":136, "grouping_100":36, "integer_rand_2000":117, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":13}
+{"grouping_1000":137, "grouping_500":137, "grouping_250":137, "grouping_100":37, "integer_rand_2000":438, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_20":18, "string_rand_26_a":null, "string_rand_26_b":22}
+{"grouping_1000":138, "grouping_500":138, "grouping_250":138, "grouping_100":38, "integer_rand_2000":460, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":139, "grouping_500":139, "grouping_250":139, "grouping_100":39, "integer_seq_2000":139, "integer_rand_2":null, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":140, "grouping_500":140, "grouping_250":140, "grouping_100":40, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":2, "string_rand_26_c":null}
+{"grouping_1000":141, "grouping_500":141, "grouping_250":141, "grouping_100":41, "integer_rand_2000":null, "integer_seq_2000":141, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":null}
+{"grouping_1000":142, "grouping_500":142, "grouping_250":142, "grouping_100":42, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":7, "string_rand_26_c":7}
+{"grouping_1000":143, "grouping_500":143, "grouping_250":143, "grouping_100":43, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":2, "string_rand_26_c":null}
+{"grouping_1000":144, "grouping_500":144, "grouping_250":144, "grouping_100":44, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":12, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":145, "grouping_500":145, "grouping_250":145, "grouping_100":45, "integer_rand_2000":147, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":146, "grouping_500":146, "grouping_250":146, "grouping_100":46, "integer_rand_2000":null, "integer_seq_2000":146, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":147, "grouping_500":147, "grouping_250":147, "grouping_100":47, "integer_rand_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":null, "string_rand_26_b":22, "string_rand_26_c":null}
+{"grouping_1000":148, "grouping_500":148, "grouping_250":148, "grouping_100":48, "integer_rand_2000":157, "integer_seq_2000":148, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_b":1}
+{"grouping_1000":149, "grouping_500":149, "grouping_250":149, "grouping_100":49, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_10":null, "integer_rand_20":9, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":150, "grouping_500":150, "grouping_250":150, "grouping_100":50, "integer_rand_2000":null, "integer_seq_2000":150, "integer_rand_2":0, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":null}
+{"grouping_1000":151, "grouping_500":151, "grouping_250":151, "grouping_100":51, "integer_rand_2000":167, "integer_seq_2000":151, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":11, "string_rand_26_b":null}
+{"grouping_1000":152, "grouping_500":152, "grouping_250":152, "grouping_100":52, "integer_rand_2000":412, "integer_seq_2000":152, "integer_rand_2":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":153, "grouping_500":153, "grouping_250":153, "grouping_100":53, "integer_rand_2000":null, "integer_seq_2000":153, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":154, "grouping_500":154, "grouping_250":154, "grouping_100":54, "integer_rand_2000":null, "integer_seq_2000":154, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":null, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":155, "grouping_500":155, "grouping_250":155, "grouping_100":55, "integer_rand_2000":489, "integer_seq_2000":155, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "string_rand_26_a":21, "string_rand_26_b":null, "string_rand_26_c":21}
+{"grouping_1000":156, "grouping_500":156, "grouping_250":156, "grouping_100":56, "integer_rand_2000":20, "integer_rand_2":0, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":157, "grouping_500":157, "grouping_250":157, "grouping_100":57, "integer_rand_2000":null, "integer_seq_2000":157, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":158, "grouping_500":158, "grouping_250":158, "grouping_100":58, "integer_rand_2000":72, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":159, "grouping_500":159, "grouping_250":159, "grouping_100":59, "integer_rand_2000":98, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":null, "string_rand_26_b":20}
+{"grouping_1000":160, "grouping_500":160, "grouping_250":160, "grouping_100":60, "integer_rand_2000":null, "integer_seq_2000":160, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_20":4, "string_rand_26_a":20, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":161, "grouping_500":161, "grouping_250":161, "grouping_100":61, "integer_rand_2000":150, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":162, "grouping_500":162, "grouping_250":162, "grouping_100":62, "integer_rand_2000":176, "integer_seq_2000":162, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":20, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":163, "grouping_500":163, "grouping_250":163, "grouping_100":63, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":2, "string_rand_26_a":20, "string_rand_26_b":20, "string_rand_26_c":null}
+{"grouping_1000":164, "grouping_500":164, "grouping_250":164, "grouping_100":64, "integer_rand_2000":228, "integer_seq_2000":164, "integer_rand_2":0, "integer_rand_10":null, "integer_rand_20":8, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":165, "grouping_500":165, "grouping_250":165, "grouping_100":65, "integer_rand_2000":254, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":14, "string_rand_26_a":20, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":166, "grouping_500":166, "grouping_250":166, "grouping_100":66, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":167, "grouping_500":167, "grouping_250":167, "grouping_100":67, "integer_rand_2000":306, "integer_seq_2000":167, "integer_rand_2":null, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_a":20, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":168, "grouping_500":168, "grouping_250":168, "grouping_100":68, "integer_rand_2000":332, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":20, "string_rand_26_b":null, "string_rand_26_c":20}
+{"grouping_1000":169, "grouping_500":169, "grouping_250":169, "grouping_100":69, "integer_seq_2000":169, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":20, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":170, "grouping_500":170, "grouping_250":170, "grouping_100":70, "integer_rand_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":171, "grouping_500":171, "grouping_250":171, "grouping_100":71, "integer_rand_2000":410, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":20, "string_rand_26_c":20}
+{"grouping_1000":172, "grouping_500":172, "grouping_250":172, "grouping_100":72, "integer_rand_2000":436, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":173, "grouping_500":173, "grouping_250":173, "grouping_100":73, "integer_rand_2000":462, "integer_seq_2000":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":2, "string_rand_26_a":20, "string_rand_26_b":20, "string_rand_26_c":20}
+{"grouping_1000":174, "grouping_500":174, "grouping_250":174, "grouping_100":74, "integer_rand_2000":null, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":20, "string_rand_26_b":20, "string_rand_26_c":null}
+{"grouping_1000":175, "grouping_500":175, "grouping_250":175, "grouping_100":75, "integer_rand_2000":null, "integer_seq_2000":175, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":176, "grouping_500":176, "grouping_250":176, "grouping_100":76, "integer_rand_2000":386, "integer_seq_2000":176, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":22, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":177, "grouping_500":177, "grouping_250":177, "grouping_100":77, "integer_seq_2000":177, "integer_rand_2":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":178, "grouping_500":178, "grouping_250":178, "grouping_100":78, "integer_rand_2000":257, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":23}
+{"grouping_1000":179, "grouping_500":179, "grouping_250":179, "grouping_100":79, "integer_rand_2000":42, "integer_seq_2000":179, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":null}
+{"grouping_1000":180, "grouping_500":180, "grouping_250":180, "grouping_100":80, "integer_rand_2000":465, "integer_seq_2000":180, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":181, "grouping_500":181, "grouping_250":181, "grouping_100":81, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":7, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":7}
+{"grouping_1000":182, "grouping_500":182, "grouping_250":182, "grouping_100":82, "integer_rand_2000":302, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":183, "grouping_500":183, "grouping_250":183, "grouping_100":83, "integer_rand_2000":432, "integer_seq_2000":183, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":null}
+{"grouping_1000":184, "grouping_500":184, "grouping_250":184, "grouping_100":84, "integer_rand_2000":null, "integer_seq_2000":184, "integer_rand_2":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":17, "string_rand_26_c":null}
+{"grouping_1000":185, "grouping_500":185, "grouping_250":185, "grouping_100":85, "integer_rand_2000":486, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":18, "string_rand_26_c":null}
+{"grouping_1000":186, "grouping_500":186, "grouping_250":186, "grouping_100":86, "integer_rand_2000":null, "integer_seq_2000":186, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":187, "grouping_500":187, "grouping_250":187, "grouping_100":87, "integer_seq_2000":187, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_20":null, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":188, "grouping_500":188, "grouping_250":188, "grouping_100":88, "integer_rand_2000":183, "integer_seq_2000":188, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":1, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":189, "grouping_500":189, "grouping_250":189, "grouping_100":89, "integer_rand_2000":null, "integer_seq_2000":189, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":190, "grouping_500":190, "grouping_250":190, "grouping_100":90, "integer_rand_2000":297, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":17, "string_rand_26_a":11, "string_rand_26_b":11, "string_rand_26_c":11}
+{"grouping_1000":191, "grouping_500":191, "grouping_250":191, "grouping_100":91, "integer_rand_2000":73, "integer_seq_2000":191, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":21, "string_rand_26_c":21}
+{"grouping_1000":192, "grouping_500":192, "grouping_250":192, "grouping_100":92, "integer_rand_2000":496, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":null, "string_rand_26_c":2}
+{"grouping_1000":193, "grouping_500":193, "grouping_250":193, "grouping_100":93, "integer_rand_2000":307, "integer_seq_2000":193, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":7, "string_rand_26_a":21, "string_rand_26_c":null}
+{"grouping_1000":194, "grouping_500":194, "grouping_250":194, "grouping_100":94, "integer_seq_2000":194, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":195, "grouping_500":195, "grouping_250":195, "grouping_100":95, "integer_rand_2000":25, "integer_seq_2000":195, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":196, "grouping_500":196, "grouping_250":196, "grouping_100":96, "integer_seq_2000":196, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "string_rand_26_a":null, "string_rand_26_b":25}
+{"grouping_1000":197, "grouping_500":197, "grouping_250":197, "grouping_100":97, "integer_rand_2000":77, "integer_seq_2000":197, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":198, "grouping_500":198, "grouping_250":198, "grouping_100":98, "integer_rand_2000":null, "integer_seq_2000":198, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":3, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":199, "grouping_500":199, "grouping_250":199, "grouping_100":99, "integer_rand_2000":129, "integer_seq_2000":null, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":200, "grouping_500":200, "grouping_250":200, "grouping_100":0, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":201, "grouping_500":201, "grouping_250":201, "grouping_100":1, "integer_rand_2000":null, "integer_seq_2000":201, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":202, "grouping_500":202, "grouping_250":202, "grouping_100":2, "integer_rand_2000":null, "integer_seq_2000":202, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":203, "grouping_500":203, "grouping_250":203, "grouping_100":3, "integer_rand_2000":233, "integer_seq_2000":203, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":null}
+{"grouping_1000":204, "grouping_500":204, "grouping_250":204, "grouping_100":4, "integer_rand_2000":null, "integer_seq_2000":204, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":205, "grouping_500":205, "grouping_250":205, "grouping_100":5, "integer_rand_2000":285, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":5, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":206, "grouping_500":206, "grouping_250":206, "grouping_100":6, "integer_rand_2000":311, "integer_seq_2000":null, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":207, "grouping_500":207, "grouping_250":207, "grouping_100":7, "integer_rand_2000":null, "integer_seq_2000":207, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":null, "string_rand_26_b":25, "string_rand_26_c":null}
+{"grouping_1000":208, "grouping_500":208, "grouping_250":208, "grouping_100":8, "integer_rand_2000":363, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":25, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":209, "grouping_500":209, "grouping_250":209, "grouping_100":9, "integer_rand_2000":389, "integer_seq_2000":209, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":210, "grouping_500":210, "grouping_250":210, "grouping_100":10, "integer_seq_2000":210, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":211, "grouping_500":211, "grouping_250":211, "grouping_100":11, "integer_rand_2000":441, "integer_seq_2000":211, "integer_rand_2":null, "integer_rand_4":1, "string_rand_26_a":25, "string_rand_26_b":25}
+{"grouping_1000":212, "grouping_500":212, "grouping_250":212, "grouping_100":12, "integer_rand_2000":null, "integer_seq_2000":212, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":213, "grouping_500":213, "grouping_250":213, "grouping_100":13, "integer_rand_2000":null, "integer_seq_2000":213, "integer_rand_2":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":25, "string_rand_26_b":25, "string_rand_26_c":25}
+{"grouping_1000":214, "grouping_500":214, "grouping_250":214, "grouping_100":14, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":13, "string_rand_26_b":null, "string_rand_26_c":13}
+{"grouping_1000":215, "grouping_500":215, "grouping_250":215, "grouping_100":15, "integer_rand_2000":44, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":216, "grouping_500":216, "grouping_250":216, "grouping_100":16, "integer_seq_2000":216, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":217, "grouping_500":217, "grouping_250":217, "grouping_100":17, "integer_rand_2000":null, "integer_seq_2000":217, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":23}
+{"grouping_1000":218, "grouping_500":218, "grouping_250":218, "grouping_100":18, "integer_rand_2000":54, "integer_seq_2000":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":219, "grouping_500":219, "grouping_250":219, "grouping_100":19, "integer_rand_2000":79, "integer_seq_2000":219, "integer_rand_2":1, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_a":1, "string_rand_26_b":null, "string_rand_26_c":1}
+{"grouping_1000":220, "grouping_500":220, "grouping_250":220, "grouping_100":20, "integer_rand_2000":null, "integer_seq_2000":220, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":7, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":221, "grouping_500":221, "grouping_250":221, "grouping_100":21, "integer_rand_2000":64, "integer_seq_2000":221, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":12, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":222, "grouping_500":222, "grouping_250":222, "grouping_100":22, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":17}
+{"grouping_1000":223, "grouping_500":223, "grouping_250":223, "grouping_100":23, "integer_rand_2000":407, "integer_seq_2000":223, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":224, "grouping_500":224, "grouping_250":224, "grouping_100":24, "integer_rand_2000":74, "integer_rand_2":0, "integer_rand_10":null, "string_rand_26_a":22, "string_rand_26_b":22, "string_rand_26_c":22}
+{"grouping_1000":225, "grouping_500":225, "grouping_250":225, "grouping_100":25, "integer_rand_2000":329, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":null, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":226, "grouping_500":226, "grouping_250":226, "grouping_100":26, "integer_rand_2000":417, "integer_seq_2000":226, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":227, "grouping_500":227, "grouping_250":227, "grouping_100":27, "integer_rand_2000":null, "integer_seq_2000":227, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":null, "string_rand_26_b":6, "string_rand_26_c":null}
+{"grouping_1000":228, "grouping_500":228, "grouping_250":228, "grouping_100":28, "integer_rand_2000":179, "integer_seq_2000":228, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":229, "grouping_500":229, "grouping_250":229, "grouping_100":29, "integer_rand_2000":427, "integer_seq_2000":229, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":11, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":230, "grouping_500":230, "grouping_250":230, "grouping_100":30, "integer_rand_2000":null, "integer_seq_2000":230, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":16}
+{"grouping_1000":231, "grouping_500":231, "grouping_250":231, "grouping_100":31, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":232, "grouping_500":232, "grouping_250":232, "grouping_100":32, "integer_rand_2000":437, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":null, "string_rand_26_a":21, "string_rand_26_c":21}
+{"grouping_1000":233, "grouping_500":233, "grouping_250":233, "grouping_100":33, "integer_rand_2000":null, "integer_seq_2000":233, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":234, "grouping_500":234, "grouping_250":234, "grouping_100":34, "integer_rand_2000":30, "integer_seq_2000":234, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":4, "string_rand_26_b":null}
+{"grouping_1000":235, "grouping_500":235, "grouping_250":235, "grouping_100":35, "integer_rand_2000":56, "integer_seq_2000":null, "integer_rand_4":0, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":4}
+{"grouping_1000":236, "grouping_500":236, "grouping_250":236, "grouping_100":36, "integer_rand_2000":82, "integer_seq_2000":236, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":null}
+{"grouping_1000":237, "grouping_500":237, "grouping_250":237, "grouping_100":37, "integer_rand_2000":null, "integer_rand_2":0, "integer_rand_20":8, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":238, "grouping_500":238, "grouping_250":238, "grouping_100":38, "integer_rand_2000":null, "integer_seq_2000":238, "integer_rand_2":0, "integer_rand_4":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":239, "grouping_500":239, "grouping_250":239, "grouping_100":39, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":0, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":240, "grouping_500":240, "grouping_250":240, "grouping_100":40, "integer_rand_2000":186, "integer_seq_2000":240, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":241, "grouping_500":241, "grouping_250":241, "grouping_100":41, "integer_seq_2000":241, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":4, "string_rand_26_b":null}
+{"grouping_1000":242, "grouping_500":242, "grouping_250":242, "grouping_100":42, "integer_rand_2000":238, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":243, "grouping_500":243, "grouping_250":243, "grouping_100":43, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":null, "string_rand_26_c":4}
+{"grouping_1000":244, "grouping_500":244, "grouping_250":244, "grouping_100":44, "integer_rand_2000":null, "integer_seq_2000":244, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":245, "grouping_500":245, "grouping_250":245, "grouping_100":45, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":246, "grouping_500":246, "grouping_250":246, "grouping_100":46, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":4, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":247, "grouping_500":247, "grouping_250":247, "grouping_100":47, "integer_rand_2000":null, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":4}
+{"grouping_1000":248, "grouping_500":248, "grouping_250":248, "grouping_100":48, "integer_rand_2000":394, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":14, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":249, "grouping_500":249, "grouping_250":249, "grouping_100":49, "integer_rand_2000":420, "integer_seq_2000":249, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":250, "grouping_500":250, "grouping_250":0, "grouping_100":50, "integer_rand_2000":null, "integer_seq_2000":250, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":4, "string_rand_26_c":4}
+{"grouping_1000":251, "grouping_500":251, "grouping_250":1, "grouping_100":51, "integer_rand_2000":472, "integer_seq_2000":251, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":4, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":252, "grouping_500":252, "grouping_250":2, "grouping_100":52, "integer_rand_2000":498, "integer_seq_2000":252, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":4}
+{"grouping_1000":253, "grouping_500":253, "grouping_250":3, "grouping_100":53, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":5, "string_rand_26_a":null, "string_rand_26_b":13, "string_rand_26_c":null}
+{"grouping_1000":254, "grouping_500":254, "grouping_250":4, "grouping_100":54, "integer_rand_2000":174, "integer_seq_2000":254, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":18, "string_rand_26_b":18}
+{"grouping_1000":255, "grouping_500":255, "grouping_250":5, "grouping_100":55, "integer_rand_2000":null, "integer_seq_2000":255, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":256, "grouping_500":256, "grouping_250":6, "grouping_100":56, "integer_rand_2000":325, "integer_seq_2000":256, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":257, "grouping_500":257, "grouping_250":7, "grouping_100":57, "integer_rand_2000":184, "integer_seq_2000":257, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":2, "string_rand_26_b":null, "string_rand_26_c":2}
+{"grouping_1000":258, "grouping_500":258, "grouping_250":8, "grouping_100":58, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":6, "string_rand_26_c":null}
+{"grouping_1000":259, "grouping_500":259, "grouping_250":9, "grouping_100":59, "integer_rand_2000":75, "integer_seq_2000":null, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":260, "grouping_500":260, "grouping_250":10, "grouping_100":60, "integer_rand_2000":194, "integer_seq_2000":260, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_c":12}
+{"grouping_1000":261, "grouping_500":261, "grouping_250":11, "grouping_100":61, "integer_rand_2000":422, "integer_seq_2000":261, "integer_rand_2":null, "integer_rand_10":2, "string_rand_26_a":null, "string_rand_26_b":6, "string_rand_26_c":6}
+{"grouping_1000":262, "grouping_500":262, "grouping_250":12, "grouping_100":62, "integer_rand_2000":null, "integer_seq_2000":262, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":22, "string_rand_26_c":22}
+{"grouping_1000":263, "grouping_500":263, "grouping_250":13, "grouping_100":63, "integer_rand_2000":204, "integer_seq_2000":263, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":4, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":264, "grouping_500":264, "grouping_250":14, "grouping_100":64, "integer_rand_2000":null, "integer_seq_2000":264, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":265, "grouping_500":265, "grouping_250":15, "grouping_100":65, "integer_rand_2000":96, "integer_seq_2000":265, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":18, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":266, "grouping_500":266, "grouping_250":16, "grouping_100":66, "integer_rand_2000":214, "integer_seq_2000":266, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":6, "string_rand_26_c":null}
+{"grouping_1000":267, "grouping_500":267, "grouping_250":17, "grouping_100":67, "integer_rand_2000":276, "integer_seq_2000":267, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":268, "grouping_500":268, "grouping_250":18, "grouping_100":68, "integer_rand_2000":356, "integer_seq_2000":268, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_a":18, "string_rand_26_b":null, "string_rand_26_c":18}
+{"grouping_1000":269, "grouping_500":269, "grouping_250":19, "grouping_100":69, "integer_rand_2000":224, "integer_seq_2000":269, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":270, "grouping_500":270, "grouping_250":20, "grouping_100":70, "integer_rand_2000":193, "integer_seq_2000":270, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":271, "grouping_500":271, "grouping_250":21, "grouping_100":71, "integer_rand_2000":246, "integer_seq_2000":271, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":272, "grouping_500":272, "grouping_250":22, "grouping_100":72, "integer_rand_2000":9, "integer_seq_2000":272, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_b":9}
+{"grouping_1000":273, "grouping_500":273, "grouping_250":23, "grouping_100":73, "integer_rand_2000":35, "integer_seq_2000":273, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":9, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":274, "grouping_500":274, "grouping_250":24, "grouping_100":74, "integer_rand_2000":61, "integer_seq_2000":274, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":275, "grouping_500":275, "grouping_250":25, "grouping_100":75, "integer_seq_2000":275, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":7, "string_rand_26_a":9, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":276, "grouping_500":276, "grouping_250":26, "grouping_100":76, "integer_rand_2000":null, "integer_seq_2000":276, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":9, "string_rand_26_b":null, "string_rand_26_c":9}
+{"grouping_1000":277, "grouping_500":277, "grouping_250":27, "grouping_100":77, "integer_rand_2000":139, "integer_seq_2000":277, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_20":19, "string_rand_26_a":9, "string_rand_26_b":9}
+{"grouping_1000":278, "grouping_500":278, "grouping_250":28, "grouping_100":78, "integer_rand_2000":165, "integer_seq_2000":278, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "string_rand_26_a":9, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":279, "grouping_500":279, "grouping_250":29, "grouping_100":79, "integer_rand_2000":191, "integer_seq_2000":279, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_b":null}
+{"grouping_1000":280, "grouping_500":280, "grouping_250":30, "grouping_100":80, "integer_rand_2000":217, "integer_seq_2000":280, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":null, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":281, "grouping_500":281, "grouping_250":31, "grouping_100":81, "integer_rand_2000":243, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "string_rand_26_a":9, "string_rand_26_c":9}
+{"grouping_1000":282, "grouping_500":282, "grouping_250":32, "grouping_100":82, "integer_rand_2000":269, "integer_seq_2000":282, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":null, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":283, "grouping_500":283, "grouping_250":33, "grouping_100":83, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_20":null, "string_rand_26_a":9, "string_rand_26_b":9}
+{"grouping_1000":284, "grouping_500":284, "grouping_250":34, "grouping_100":84, "integer_rand_2000":null, "integer_seq_2000":284, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":9, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":285, "grouping_500":285, "grouping_250":35, "grouping_100":85, "integer_rand_2000":347, "integer_seq_2000":285, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":9, "string_rand_26_b":null}
+{"grouping_1000":286, "grouping_500":286, "grouping_250":36, "grouping_100":86, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":9, "string_rand_26_c":null}
+{"grouping_1000":287, "grouping_500":287, "grouping_250":37, "grouping_100":87, "integer_rand_2000":null, "integer_seq_2000":287, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":9, "string_rand_26_b":9, "string_rand_26_c":9}
+{"grouping_1000":288, "grouping_500":288, "grouping_250":38, "grouping_100":88, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":9, "string_rand_26_b":null, "string_rand_26_c":9}
+{"grouping_1000":289, "grouping_500":289, "grouping_250":39, "grouping_100":89, "integer_rand_2000":451, "integer_seq_2000":289, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":290, "grouping_500":290, "grouping_250":40, "grouping_100":90, "integer_rand_2000":477, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":9, "string_rand_26_b":9, "string_rand_26_c":null}
+{"grouping_1000":291, "grouping_500":291, "grouping_250":41, "grouping_100":91, "integer_rand_2000":13, "integer_seq_2000":291, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":null, "string_rand_26_c":13}
+{"grouping_1000":292, "grouping_500":292, "grouping_250":42, "grouping_100":92, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":293, "grouping_500":293, "grouping_250":43, "grouping_100":93, "integer_rand_2000":304, "integer_seq_2000":293, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":294, "grouping_500":294, "grouping_250":44, "grouping_100":94, "integer_seq_2000":294, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":21, "string_rand_26_b":null, "string_rand_26_c":21}
+{"grouping_1000":295, "grouping_500":295, "grouping_250":45, "grouping_100":95, "integer_rand_2000":475, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":null, "string_rand_26_b":7, "string_rand_26_c":7}
+{"grouping_1000":296, "grouping_500":296, "grouping_250":46, "grouping_100":96, "integer_rand_2000":314, "integer_seq_2000":296, "integer_rand_2":0, "integer_rand_10":null, "integer_rand_20":14, "string_rand_26_a":2, "string_rand_26_b":null, "string_rand_26_c":2}
+{"grouping_1000":297, "grouping_500":297, "grouping_250":47, "grouping_100":97, "integer_rand_2000":null, "integer_seq_2000":297, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":null}
+{"grouping_1000":298, "grouping_500":298, "grouping_250":48, "grouping_100":98, "integer_rand_2000":172, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":299, "grouping_500":299, "grouping_250":49, "grouping_100":99, "integer_rand_2000":324, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":12}
+{"grouping_1000":300, "grouping_500":300, "grouping_250":50, "grouping_100":0, "integer_seq_2000":300, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":21, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":301, "grouping_500":301, "grouping_250":51, "grouping_100":1, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":7, "string_rand_26_b":null, "string_rand_26_c":7}
+{"grouping_1000":302, "grouping_500":302, "grouping_250":52, "grouping_100":2, "integer_rand_2000":334, "integer_seq_2000":302, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":22, "string_rand_26_b":22, "string_rand_26_c":22}
+{"grouping_1000":303, "grouping_500":303, "grouping_250":53, "grouping_100":3, "integer_rand_2000":1, "integer_seq_2000":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":1, "string_rand_26_b":null, "string_rand_26_c":1}
+{"grouping_1000":304, "grouping_500":304, "grouping_250":54, "grouping_100":4, "integer_rand_2000":449, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":7, "string_rand_26_b":null, "string_rand_26_c":7}
+{"grouping_1000":305, "grouping_500":305, "grouping_250":55, "grouping_100":5, "integer_rand_2000":null, "integer_seq_2000":305, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":6}
+{"grouping_1000":306, "grouping_500":306, "grouping_250":56, "grouping_100":6, "integer_rand_2000":null, "integer_seq_2000":306, "integer_rand_2":1, "integer_rand_4":null, "string_rand_26_a":11, "string_rand_26_b":11, "string_rand_26_c":11}
+{"grouping_1000":307, "grouping_500":307, "grouping_250":57, "grouping_100":7, "integer_rand_2000":272, "integer_seq_2000":307, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":12}
+{"grouping_1000":308, "grouping_500":308, "grouping_250":58, "grouping_100":8, "integer_rand_2000":354, "integer_seq_2000":null, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":309, "grouping_500":309, "grouping_250":59, "grouping_100":9, "integer_rand_2000":null, "integer_seq_2000":309, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":310, "grouping_500":310, "grouping_250":60, "grouping_100":10, "integer_rand_2000":203, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null}
+{"grouping_1000":311, "grouping_500":311, "grouping_250":61, "grouping_100":11, "integer_rand_2000":14, "integer_seq_2000":311, "integer_rand_2":0, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":14, "string_rand_26_b":null, "string_rand_26_c":14}
+{"grouping_1000":312, "grouping_500":312, "grouping_250":62, "grouping_100":12, "integer_rand_2000":40, "integer_seq_2000":null, "integer_rand_4":0, "integer_rand_10":0, "string_rand_26_a":null, "string_rand_26_b":14, "string_rand_26_c":null}
+{"grouping_1000":313, "grouping_500":313, "grouping_250":63, "grouping_100":13, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":314, "grouping_500":314, "grouping_250":64, "grouping_100":14, "integer_rand_2000":92, "integer_seq_2000":314, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":null, "string_rand_26_b":14, "string_rand_26_c":null}
+{"grouping_1000":315, "grouping_500":315, "grouping_250":65, "grouping_100":15, "integer_rand_2000":null, "integer_seq_2000":315, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":316, "grouping_500":316, "grouping_250":66, "grouping_100":16, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":14, "string_rand_26_b":null, "string_rand_26_c":14}
+{"grouping_1000":317, "grouping_500":317, "grouping_250":67, "grouping_100":17, "integer_rand_2000":170, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":10, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":318, "grouping_500":318, "grouping_250":68, "grouping_100":18, "integer_rand_2000":null, "integer_seq_2000":318, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":319, "grouping_500":319, "grouping_250":69, "grouping_100":19, "integer_rand_2000":null, "integer_seq_2000":319, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":null}
+{"grouping_1000":320, "grouping_500":320, "grouping_250":70, "grouping_100":20, "integer_rand_2000":248, "integer_seq_2000":320, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":null, "string_rand_26_c":14}
+{"grouping_1000":321, "grouping_500":321, "grouping_250":71, "grouping_100":21, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":322, "grouping_500":322, "grouping_250":72, "grouping_100":22, "integer_rand_2000":300, "integer_seq_2000":322, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_a":14, "string_rand_26_c":14}
+{"grouping_1000":323, "grouping_500":323, "grouping_250":73, "grouping_100":23, "integer_rand_2000":326, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":6, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":324, "grouping_500":324, "grouping_250":74, "grouping_100":24, "integer_rand_2000":352, "integer_seq_2000":324, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":12, "string_rand_26_a":14, "string_rand_26_b":null, "string_rand_26_c":14}
+{"grouping_1000":325, "grouping_500":325, "grouping_250":75, "grouping_100":25, "integer_rand_2000":null, "integer_seq_2000":325, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":18, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":326, "grouping_500":326, "grouping_250":76, "grouping_100":26, "integer_rand_2000":404, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":327, "grouping_500":327, "grouping_250":77, "grouping_100":27, "integer_rand_2000":430, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":14}
+{"grouping_1000":328, "grouping_500":328, "grouping_250":78, "grouping_100":28, "integer_rand_2000":456, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":329, "grouping_500":329, "grouping_250":79, "grouping_100":29, "integer_rand_2000":482, "integer_seq_2000":329, "integer_rand_4":2, "integer_rand_20":null, "string_rand_26_a":14, "string_rand_26_b":14, "string_rand_26_c":14}
+{"grouping_1000":330, "grouping_500":330, "grouping_250":80, "grouping_100":30, "integer_rand_2000":null, "integer_seq_2000":330, "integer_rand_2":1, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":13, "string_rand_26_b":13}
+{"grouping_1000":331, "grouping_500":331, "grouping_250":81, "grouping_100":31, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":18, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":332, "grouping_500":332, "grouping_250":82, "grouping_100":32, "integer_rand_2000":null, "integer_seq_2000":332, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":18, "string_rand_26_c":18}
+{"grouping_1000":333, "grouping_500":333, "grouping_250":83, "grouping_100":33, "integer_rand_2000":101, "integer_seq_2000":333, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":334, "grouping_500":334, "grouping_250":84, "grouping_100":34, "integer_rand_2000":22, "integer_rand_2":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":22, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":335, "grouping_500":335, "grouping_250":85, "grouping_100":35, "integer_rand_2000":444, "integer_seq_2000":335, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":null, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":336, "grouping_500":336, "grouping_250":86, "grouping_100":36, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":7, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":337, "grouping_500":337, "grouping_250":87, "grouping_100":37, "integer_rand_2000":282, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":338, "grouping_500":338, "grouping_250":88, "grouping_100":38, "integer_rand_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":339, "grouping_500":339, "grouping_250":89, "grouping_100":39, "integer_rand_2000":null, "integer_seq_2000":339, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":null}
+{"grouping_1000":340, "grouping_500":340, "grouping_250":90, "grouping_100":40, "integer_rand_2000":null, "integer_seq_2000":340, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_a":21, "string_rand_26_b":21, "string_rand_26_c":21}
+{"grouping_1000":341, "grouping_500":341, "grouping_250":91, "grouping_100":41, "integer_rand_2000":null, "integer_seq_2000":341, "integer_rand_2":null, "integer_rand_10":null, "string_rand_26_a":22, "string_rand_26_b":22, "string_rand_26_c":null}
+{"grouping_1000":342, "grouping_500":342, "grouping_250":92, "grouping_100":42, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":343, "grouping_500":343, "grouping_250":93, "grouping_100":43, "integer_rand_2000":319, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":7}
+{"grouping_1000":344, "grouping_500":344, "grouping_250":94, "grouping_100":44, "integer_rand_2000":474, "integer_seq_2000":344, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":6, "string_rand_26_c":6}
+{"grouping_1000":345, "grouping_500":345, "grouping_250":95, "grouping_100":45, "integer_rand_2000":null, "integer_seq_2000":345, "integer_rand_2":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":11, "string_rand_26_b":11}
+{"grouping_1000":346, "grouping_500":346, "grouping_250":96, "grouping_100":46, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":1}
+{"grouping_1000":347, "grouping_500":347, "grouping_250":97, "grouping_100":47, "integer_rand_2000":484, "integer_seq_2000":347, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":16, "string_rand_26_b":null}
+{"grouping_1000":348, "grouping_500":348, "grouping_250":98, "grouping_100":48, "integer_rand_2000":151, "integer_seq_2000":348, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":11, "string_rand_26_c":21}
+{"grouping_1000":349, "grouping_500":349, "grouping_250":99, "grouping_100":49, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":1, "string_rand_26_c":1}
+{"grouping_1000":350, "grouping_500":350, "grouping_250":100, "grouping_100":50, "integer_seq_2000":350, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":19, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":351, "grouping_500":351, "grouping_250":101, "grouping_100":51, "integer_rand_2000":null, "integer_seq_2000":351, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "string_rand_26_a":19, "string_rand_26_c":19}
+{"grouping_1000":352, "grouping_500":352, "grouping_250":102, "grouping_100":52, "integer_rand_2000":null, "integer_seq_2000":352, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":19, "string_rand_26_b":19}
+{"grouping_1000":353, "grouping_500":353, "grouping_250":103, "grouping_100":53, "integer_seq_2000":353, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":17, "string_rand_26_a":19, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":354, "grouping_500":354, "grouping_250":104, "grouping_100":54, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":null}
+{"grouping_1000":355, "grouping_500":355, "grouping_250":105, "grouping_100":55, "integer_rand_2000":null, "integer_seq_2000":355, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":9, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":356, "grouping_500":356, "grouping_250":106, "grouping_100":56, "integer_rand_2000":null, "integer_seq_2000":356, "integer_rand_4":3, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":357, "grouping_500":357, "grouping_250":107, "grouping_100":57, "integer_rand_2000":201, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":19}
+{"grouping_1000":358, "grouping_500":358, "grouping_250":108, "grouping_100":58, "integer_rand_2000":227, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":359, "grouping_500":359, "grouping_250":109, "grouping_100":59, "integer_rand_2000":253, "integer_seq_2000":359, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":null}
+{"grouping_1000":360, "grouping_500":360, "grouping_250":110, "grouping_100":60, "integer_rand_2000":null, "integer_seq_2000":360, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":361, "grouping_500":361, "grouping_250":111, "grouping_100":61, "integer_rand_2000":305, "integer_seq_2000":361, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":362, "grouping_500":362, "grouping_250":112, "grouping_100":62, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":19, "string_rand_26_b":19, "string_rand_26_c":null}
+{"grouping_1000":363, "grouping_500":363, "grouping_250":113, "grouping_100":63, "integer_seq_2000":363, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":17, "string_rand_26_a":19, "string_rand_26_b":null, "string_rand_26_c":19}
+{"grouping_1000":364, "grouping_500":364, "grouping_250":114, "grouping_100":64, "integer_seq_2000":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":19, "string_rand_26_c":19}
+{"grouping_1000":365, "grouping_500":365, "grouping_250":115, "grouping_100":65, "integer_rand_2000":null, "integer_seq_2000":365, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":9, "string_rand_26_a":19, "string_rand_26_b":null, "string_rand_26_c":19}
+{"grouping_1000":366, "grouping_500":366, "grouping_250":116, "grouping_100":66, "integer_rand_2000":435, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":19, "string_rand_26_b":null, "string_rand_26_c":19}
+{"grouping_1000":367, "grouping_500":367, "grouping_250":117, "grouping_100":67, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":368, "grouping_500":368, "grouping_250":118, "grouping_100":68, "integer_rand_2000":487, "integer_seq_2000":368, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_c":19}
+{"grouping_1000":369, "grouping_500":369, "grouping_250":119, "grouping_100":69, "integer_rand_2000":221, "integer_seq_2000":369, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":13, "string_rand_26_c":null}
+{"grouping_1000":370, "grouping_500":370, "grouping_250":120, "grouping_100":70, "integer_rand_2000":115, "integer_seq_2000":370, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":11, "string_rand_26_b":11}
+{"grouping_1000":371, "grouping_500":371, "grouping_250":121, "grouping_100":71, "integer_rand_2000":null, "integer_seq_2000":371, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":6, "string_rand_26_c":6}
+{"grouping_1000":372, "grouping_500":372, "grouping_250":122, "grouping_100":72, "integer_rand_2000":null, "integer_seq_2000":372, "integer_rand_2":1, "integer_rand_10":1, "string_rand_26_a":23, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":373, "grouping_500":373, "grouping_250":123, "grouping_100":73, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":11, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":374, "grouping_500":374, "grouping_250":124, "grouping_100":74, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":18, "string_rand_26_b":null}
+{"grouping_1000":375, "grouping_500":375, "grouping_250":125, "grouping_100":75, "integer_rand_2000":241, "integer_seq_2000":375, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":7, "string_rand_26_b":null, "string_rand_26_c":7}
+{"grouping_1000":376, "grouping_500":376, "grouping_250":126, "grouping_100":76, "integer_seq_2000":376, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":6, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":377, "grouping_500":377, "grouping_250":127, "grouping_100":77, "integer_rand_2000":49, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":9, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":378, "grouping_500":378, "grouping_250":128, "grouping_100":78, "integer_rand_2000":null, "integer_seq_2000":378, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":379, "grouping_500":379, "grouping_250":129, "grouping_100":79, "integer_rand_2000":63, "integer_seq_2000":379, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":11, "string_rand_26_c":null}
+{"grouping_1000":380, "grouping_500":380, "grouping_250":130, "grouping_100":80, "integer_rand_2000":309, "integer_seq_2000":380, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":381, "grouping_500":381, "grouping_250":131, "grouping_100":81, "integer_rand_2000":261, "integer_seq_2000":381, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_20":null, "string_rand_26_a":1, "string_rand_26_c":1}
+{"grouping_1000":382, "grouping_500":382, "grouping_250":132, "grouping_100":82, "integer_rand_2000":146, "integer_seq_2000":382, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":16, "string_rand_26_b":16}
+{"grouping_1000":383, "grouping_500":383, "grouping_250":133, "grouping_100":83, "integer_rand_2000":null, "integer_seq_2000":383, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":7, "string_rand_26_c":null}
+{"grouping_1000":384, "grouping_500":384, "grouping_250":134, "grouping_100":84, "integer_rand_2000":271, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":null, "string_rand_26_c":11}
+{"grouping_1000":385, "grouping_500":385, "grouping_250":135, "grouping_100":85, "integer_rand_2000":null, "integer_seq_2000":385, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":16}
+{"grouping_1000":386, "grouping_500":386, "grouping_250":136, "grouping_100":86, "integer_rand_2000":365, "integer_seq_2000":386, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_a":1, "string_rand_26_b":null, "string_rand_26_c":1}
+{"grouping_1000":387, "grouping_500":387, "grouping_250":137, "grouping_100":87, "integer_rand_2000":281, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":21, "string_rand_26_b":21, "string_rand_26_c":null}
+{"grouping_1000":388, "grouping_500":388, "grouping_250":138, "grouping_100":88, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":3, "integer_rand_20":3, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":null}
+{"grouping_1000":389, "grouping_500":389, "grouping_250":139, "grouping_100":89, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":390, "grouping_500":390, "grouping_250":140, "grouping_100":90, "integer_rand_2000":50, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":24, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":391, "grouping_500":391, "grouping_250":141, "grouping_100":91, "integer_rand_2000":76, "integer_rand_2":0, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_a":24, "string_rand_26_c":24}
+{"grouping_1000":392, "grouping_500":392, "grouping_250":142, "grouping_100":92, "integer_rand_2000":102, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":24, "string_rand_26_c":null}
+{"grouping_1000":393, "grouping_500":393, "grouping_250":143, "grouping_100":93, "integer_rand_2000":128, "integer_seq_2000":393, "integer_rand_2":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":24, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":394, "grouping_500":394, "grouping_250":144, "grouping_100":94, "integer_rand_2000":154, "integer_seq_2000":394, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":395, "grouping_500":395, "grouping_250":145, "grouping_100":95, "integer_rand_2000":180, "integer_seq_2000":null, "integer_rand_10":0, "integer_rand_20":null, "string_rand_26_b":24, "string_rand_26_c":null}
+{"grouping_1000":396, "grouping_500":396, "grouping_250":146, "grouping_100":96, "integer_rand_2000":206, "integer_seq_2000":396, "integer_rand_2":0, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":24, "string_rand_26_b":24, "string_rand_26_c":null}
+{"grouping_1000":397, "grouping_500":397, "grouping_250":147, "grouping_100":97, "integer_rand_2000":null, "integer_seq_2000":397, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":2, "string_rand_26_a":24, "string_rand_26_c":24}
+{"grouping_1000":398, "grouping_500":398, "grouping_250":148, "grouping_100":98, "integer_rand_2000":null, "integer_seq_2000":398, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":24, "string_rand_26_c":null}
+{"grouping_1000":399, "grouping_500":399, "grouping_250":149, "grouping_100":99, "integer_seq_2000":399, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_20":null, "string_rand_26_a":24, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":400, "grouping_500":400, "grouping_250":150, "grouping_100":0, "integer_rand_2000":null, "integer_seq_2000":400, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":24, "string_rand_26_c":24}
+{"grouping_1000":401, "grouping_500":401, "grouping_250":151, "grouping_100":1, "integer_rand_2000":336, "integer_seq_2000":401, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":24}
+{"grouping_1000":402, "grouping_500":402, "grouping_250":152, "grouping_100":2, "integer_rand_2000":362, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":2, "string_rand_26_a":null, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":403, "grouping_500":403, "grouping_250":153, "grouping_100":3, "integer_seq_2000":403, "integer_rand_2":null, "integer_rand_10":null, "integer_rand_20":8, "string_rand_26_a":24}
+{"grouping_1000":404, "grouping_500":404, "grouping_250":154, "grouping_100":4, "integer_rand_2000":null, "integer_seq_2000":404, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":24, "string_rand_26_b":24}
+{"grouping_1000":405, "grouping_500":405, "grouping_250":155, "grouping_100":5, "integer_rand_2000":440, "integer_seq_2000":405, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":0, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":24}
+{"grouping_1000":406, "grouping_500":406, "grouping_250":156, "grouping_100":6, "integer_rand_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":407, "grouping_500":407, "grouping_250":157, "grouping_100":7, "integer_rand_2000":null, "integer_rand_2":0, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":24, "string_rand_26_b":24, "string_rand_26_c":24}
+{"grouping_1000":408, "grouping_500":408, "grouping_250":158, "grouping_100":8, "integer_rand_2000":351, "integer_seq_2000":408, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":409, "grouping_500":409, "grouping_250":159, "grouping_100":9, "integer_seq_2000":409, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "string_rand_26_a":null, "string_rand_26_b":18, "string_rand_26_c":null}
+{"grouping_1000":410, "grouping_500":410, "grouping_250":160, "grouping_100":10, "integer_rand_2000":105, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":5, "integer_rand_20":5, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":null}
+{"grouping_1000":411, "grouping_500":411, "grouping_250":161, "grouping_100":11, "integer_rand_2000":361, "integer_seq_2000":411, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":1, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":23}
+{"grouping_1000":412, "grouping_500":412, "grouping_250":162, "grouping_100":12, "integer_seq_2000":412, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_b":null, "string_rand_26_c":2}
+{"grouping_1000":413, "grouping_500":413, "grouping_250":163, "grouping_100":13, "integer_rand_2000":142, "integer_seq_2000":413, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":12}
+{"grouping_1000":414, "grouping_500":414, "grouping_250":164, "grouping_100":14, "integer_rand_2000":371, "integer_seq_2000":414, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_20":null, "string_rand_26_a":7, "string_rand_26_b":7, "string_rand_26_c":null}
+{"grouping_1000":415, "grouping_500":415, "grouping_250":165, "grouping_100":15, "integer_rand_2000":38, "integer_seq_2000":415, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":12, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":416, "grouping_500":416, "grouping_250":166, "grouping_100":16, "integer_rand_2000":402, "integer_seq_2000":416, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":417, "grouping_500":417, "grouping_250":167, "grouping_100":17, "integer_rand_2000":381, "integer_seq_2000":417, "integer_rand_2":1, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":17, "string_rand_26_c":null}
+{"grouping_1000":418, "grouping_500":418, "grouping_250":168, "grouping_100":18, "integer_rand_2000":48, "integer_seq_2000":418, "integer_rand_2":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":22, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":419, "grouping_500":419, "grouping_250":169, "grouping_100":19, "integer_rand_2000":null, "integer_seq_2000":419, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":19, "string_rand_26_a":7, "string_rand_26_c":null}
+{"grouping_1000":420, "grouping_500":420, "grouping_250":170, "grouping_100":20, "integer_rand_2000":391, "integer_seq_2000":420, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":421, "grouping_500":421, "grouping_250":171, "grouping_100":21, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":null, "string_rand_26_c":6}
+{"grouping_1000":422, "grouping_500":422, "grouping_250":172, "grouping_100":22, "integer_rand_2000":null, "integer_seq_2000":422, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":8, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":423, "grouping_500":423, "grouping_250":173, "grouping_100":23, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":11}
+{"grouping_1000":424, "grouping_500":424, "grouping_250":174, "grouping_100":24, "integer_rand_2000":null, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":8, "string_rand_26_a":16}
+{"grouping_1000":425, "grouping_500":425, "grouping_250":175, "grouping_100":25, "integer_rand_2000":173, "integer_seq_2000":425, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":13, "string_rand_26_a":17, "string_rand_26_b":17, "string_rand_26_c":17}
+{"grouping_1000":426, "grouping_500":426, "grouping_250":176, "grouping_100":26, "integer_rand_2000":411, "integer_seq_2000":426, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":11, "string_rand_26_b":21, "string_rand_26_c":null}
+{"grouping_1000":427, "grouping_500":427, "grouping_250":177, "grouping_100":27, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":3, "string_rand_26_a":3, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":428, "grouping_500":428, "grouping_250":178, "grouping_100":28, "integer_rand_2000":29, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":3}
+{"grouping_1000":429, "grouping_500":429, "grouping_250":179, "grouping_100":29, "integer_rand_2000":55, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":3, "string_rand_26_b":3, "string_rand_26_c":3}
+{"grouping_1000":430, "grouping_500":430, "grouping_250":180, "grouping_100":30, "integer_rand_2000":81, "integer_seq_2000":430, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":1, "string_rand_26_a":3, "string_rand_26_c":3}
+{"grouping_1000":431, "grouping_500":431, "grouping_250":181, "grouping_100":31, "integer_rand_2000":null, "integer_seq_2000":431, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":3, "string_rand_26_b":3, "string_rand_26_c":3}
+{"grouping_1000":432, "grouping_500":432, "grouping_250":182, "grouping_100":32, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":null, "string_rand_26_b":3}
+{"grouping_1000":433, "grouping_500":433, "grouping_250":183, "grouping_100":33, "integer_rand_2000":159, "integer_seq_2000":null, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":3, "string_rand_26_b":null}
+{"grouping_1000":434, "grouping_500":434, "grouping_250":184, "grouping_100":34, "integer_rand_2000":185, "integer_seq_2000":434, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":null, "integer_rand_20":5, "string_rand_26_a":3, "string_rand_26_b":null, "string_rand_26_c":3}
+{"grouping_1000":435, "grouping_500":435, "grouping_250":185, "grouping_100":35, "integer_rand_2000":211, "integer_seq_2000":435, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":3}
+{"grouping_1000":436, "grouping_500":436, "grouping_250":186, "grouping_100":36, "integer_rand_2000":237, "integer_seq_2000":436, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_20":17, "string_rand_26_a":3, "string_rand_26_b":3, "string_rand_26_c":3}
+{"grouping_1000":437, "grouping_500":437, "grouping_250":187, "grouping_100":37, "integer_rand_2000":263, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":3, "string_rand_26_b":3, "string_rand_26_c":null}
+{"grouping_1000":438, "grouping_500":438, "grouping_250":188, "grouping_100":38, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":null, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":439, "grouping_500":439, "grouping_250":189, "grouping_100":39, "integer_rand_2000":null, "integer_seq_2000":439, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":null, "string_rand_26_b":3, "string_rand_26_c":3}
+{"grouping_1000":440, "grouping_500":440, "grouping_250":190, "grouping_100":40, "integer_rand_2000":null, "integer_seq_2000":440, "integer_rand_2":1, "integer_rand_10":null, "string_rand_26_a":3, "string_rand_26_b":null, "string_rand_26_c":3}
+{"grouping_1000":441, "grouping_500":441, "grouping_250":191, "grouping_100":41, "integer_rand_2000":367, "integer_rand_2":null, "integer_rand_10":7, "integer_rand_20":7, "string_rand_26_a":null, "string_rand_26_b":3, "string_rand_26_c":3}
+{"grouping_1000":442, "grouping_500":442, "grouping_250":192, "grouping_100":42, "integer_rand_2000":null, "integer_seq_2000":442, "integer_rand_2":null, "integer_rand_10":3, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":3, "string_rand_26_c":null}
+{"grouping_1000":443, "grouping_500":443, "grouping_250":193, "grouping_100":43, "integer_rand_2000":419, "integer_seq_2000":443, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_a":3, "string_rand_26_b":null}
+{"grouping_1000":444, "grouping_500":444, "grouping_250":194, "grouping_100":44, "integer_seq_2000":444, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_20":5, "string_rand_26_a":3, "string_rand_26_b":null}
+{"grouping_1000":445, "grouping_500":445, "grouping_250":195, "grouping_100":45, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":3, "string_rand_26_b":3, "string_rand_26_c":null}
+{"grouping_1000":446, "grouping_500":446, "grouping_250":196, "grouping_100":46, "integer_rand_2000":null, "integer_seq_2000":446, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":7, "string_rand_26_a":null, "string_rand_26_c":3}
+{"grouping_1000":447, "grouping_500":447, "grouping_250":197, "grouping_100":47, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_20":1, "string_rand_26_a":null, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":448, "grouping_500":448, "grouping_250":198, "grouping_100":48, "integer_rand_2000":null, "integer_seq_2000":448, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":449, "grouping_500":449, "grouping_250":199, "grouping_100":49, "integer_rand_2000":null, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":5, "integer_rand_20":null, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":null}
+{"grouping_1000":450, "grouping_500":450, "grouping_250":200, "grouping_100":50, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_10":1, "integer_rand_20":null, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":23}
+{"grouping_1000":451, "grouping_500":451, "grouping_250":201, "grouping_100":51, "integer_rand_2000":null, "integer_rand_2":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_b":null}
+{"grouping_1000":452, "grouping_500":452, "grouping_250":202, "grouping_100":52, "integer_rand_2000":495, "integer_seq_2000":452, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":1, "string_rand_26_b":1, "string_rand_26_c":1}
+{"grouping_1000":453, "grouping_500":453, "grouping_250":203, "grouping_100":53, "integer_rand_2000":33, "integer_seq_2000":453, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":null, "string_rand_26_b":7, "string_rand_26_c":null}
+{"grouping_1000":454, "grouping_500":454, "grouping_250":204, "grouping_100":54, "integer_rand_2000":168, "integer_seq_2000":454, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":12, "string_rand_26_b":null, "string_rand_26_c":12}
+{"grouping_1000":455, "grouping_500":455, "grouping_250":205, "grouping_100":55, "integer_rand_2000":459, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":9, "integer_rand_20":null, "string_rand_26_a":17, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":456, "grouping_500":456, "grouping_250":206, "grouping_100":56, "integer_rand_2000":169, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":457, "grouping_500":457, "grouping_250":207, "grouping_100":57, "integer_rand_2000":178, "integer_seq_2000":457, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":22, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":458, "grouping_500":458, "grouping_250":208, "grouping_100":58, "integer_rand_2000":6, "integer_seq_2000":458, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "string_rand_26_a":null, "string_rand_26_b":6, "string_rand_26_c":null}
+{"grouping_1000":459, "grouping_500":459, "grouping_250":209, "grouping_100":59, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":null, "integer_rand_4":1, "integer_rand_10":9, "integer_rand_20":9, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":460, "grouping_500":460, "grouping_250":210, "grouping_100":60, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_4":0, "integer_rand_20":8, "string_rand_26_b":null, "string_rand_26_c":6}
+{"grouping_1000":461, "grouping_500":461, "grouping_250":211, "grouping_100":61, "integer_rand_2000":266, "integer_seq_2000":461, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":6, "string_rand_26_b":6, "string_rand_26_c":null}
+{"grouping_1000":462, "grouping_500":462, "grouping_250":212, "grouping_100":62, "integer_rand_2000":32, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_20":12, "string_rand_26_a":6, "string_rand_26_b":6, "string_rand_26_c":6}
+{"grouping_1000":463, "grouping_500":463, "grouping_250":213, "grouping_100":63, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":16}
+{"grouping_1000":464, "grouping_500":464, "grouping_250":214, "grouping_100":64, "integer_rand_2000":408, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":null, "string_rand_26_a":18, "string_rand_26_c":18}
+{"grouping_1000":465, "grouping_500":465, "grouping_250":215, "grouping_100":65, "integer_rand_2000":458, "integer_seq_2000":465, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":null}
+{"grouping_1000":466, "grouping_500":466, "grouping_250":216, "grouping_100":66, "integer_rand_2000":8, "integer_seq_2000":466, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":467, "grouping_500":467, "grouping_250":217, "grouping_100":67, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":4, "integer_rand_20":null, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":468, "grouping_500":468, "grouping_250":218, "grouping_100":68, "integer_seq_2000":468, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":469, "grouping_500":469, "grouping_250":219, "grouping_100":69, "integer_rand_2000":86, "integer_seq_2000":469, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":6, "integer_rand_20":6, "string_rand_26_a":null, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":470, "grouping_500":470, "grouping_250":220, "grouping_100":70, "integer_rand_2000":112, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_a":8, "string_rand_26_b":8}
+{"grouping_1000":471, "grouping_500":471, "grouping_250":221, "grouping_100":71, "integer_rand_2000":138, "integer_seq_2000":471, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":18, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":472, "grouping_500":472, "grouping_250":222, "grouping_100":72, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_20":null, "string_rand_26_a":8, "string_rand_26_b":null, "string_rand_26_c":8}
+{"grouping_1000":473, "grouping_500":473, "grouping_250":223, "grouping_100":73, "integer_seq_2000":473, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":10, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":474, "grouping_500":474, "grouping_250":224, "grouping_100":74, "integer_rand_2000":216, "integer_seq_2000":474, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":null, "string_rand_26_c":null}
+{"grouping_1000":475, "grouping_500":475, "grouping_250":225, "grouping_100":75, "integer_rand_2000":242, "integer_seq_2000":475, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_10":2, "integer_rand_20":null, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":476, "grouping_500":476, "grouping_250":226, "grouping_100":76, "integer_rand_2000":268, "integer_seq_2000":476, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":null, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":477, "grouping_500":477, "grouping_250":227, "grouping_100":77, "integer_rand_4":2, "integer_rand_10":4, "integer_rand_20":14, "string_rand_26_a":8, "string_rand_26_b":null, "string_rand_26_c":8}
+{"grouping_1000":478, "grouping_500":478, "grouping_250":228, "grouping_100":78, "integer_rand_2000":null, "integer_seq_2000":478, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":0, "string_rand_26_a":null, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":479, "grouping_500":479, "grouping_250":229, "grouping_100":79, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_10":6, "integer_rand_20":null, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":480, "grouping_500":480, "grouping_250":230, "grouping_100":80, "integer_rand_2000":null, "integer_seq_2000":480, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":2, "integer_rand_20":12, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":481, "grouping_500":481, "grouping_250":231, "grouping_100":81, "integer_rand_2000":398, "integer_seq_2000":481, "integer_rand_2":null, "integer_rand_4":null, "integer_rand_20":18, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":482, "grouping_500":482, "grouping_250":232, "grouping_100":82, "integer_rand_2000":424, "integer_seq_2000":482, "integer_rand_2":null, "integer_rand_4":0, "integer_rand_10":4, "integer_rand_20":4, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":483, "grouping_500":483, "grouping_250":233, "grouping_100":83, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":0, "integer_rand_20":null, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":null}
+{"grouping_1000":484, "grouping_500":484, "grouping_250":234, "grouping_100":84, "integer_rand_2000":476, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":16, "string_rand_26_a":8, "string_rand_26_b":8, "string_rand_26_c":8}
+{"grouping_1000":485, "grouping_500":485, "grouping_250":235, "grouping_100":85, "integer_rand_2000":328, "integer_rand_4":0, "integer_rand_10":8, "integer_rand_20":8, "string_rand_26_a":16, "string_rand_26_b":16, "string_rand_26_c":16}
+{"grouping_1000":486, "grouping_500":486, "grouping_250":236, "grouping_100":86, "integer_rand_2000":355, "integer_seq_2000":486, "integer_rand_2":1, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":15, "string_rand_26_a":17, "string_rand_26_b":null, "string_rand_26_c":17}
+{"grouping_1000":487, "grouping_500":487, "grouping_250":237, "grouping_100":87, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":18, "string_rand_26_b":null, "string_rand_26_c":18}
+{"grouping_1000":488, "grouping_500":488, "grouping_250":238, "grouping_100":88, "integer_rand_2000":null, "integer_seq_2000":null, "integer_rand_2":1, "integer_rand_4":1, "integer_rand_10":3, "integer_rand_20":13, "string_rand_26_a":23, "string_rand_26_b":23, "string_rand_26_c":null}
+{"grouping_1000":489, "grouping_500":489, "grouping_250":239, "grouping_100":89, "integer_rand_2000":2, "integer_seq_2000":489, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":null, "integer_rand_20":2, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":490, "grouping_500":490, "grouping_250":240, "grouping_100":90, "integer_rand_2000":null, "integer_seq_2000":490, "integer_rand_2":0, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":2, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":491, "grouping_500":491, "grouping_250":241, "grouping_100":91, "integer_rand_2000":136, "integer_rand_2":0, "integer_rand_10":6, "integer_rand_20":16, "string_rand_26_a":6, "string_rand_26_b":null, "string_rand_26_c":null}
+{"grouping_1000":492, "grouping_500":492, "grouping_250":242, "grouping_100":92, "integer_rand_2000":262, "integer_seq_2000":492, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":2, "integer_rand_20":2, "string_rand_26_a":null, "string_rand_26_b":2, "string_rand_26_c":2}
+{"grouping_1000":493, "grouping_500":493, "grouping_250":243, "grouping_100":93, "integer_rand_2000":298, "integer_seq_2000":493, "integer_rand_2":0, "integer_rand_4":2, "integer_rand_10":8, "integer_rand_20":18, "string_rand_26_a":null, "string_rand_26_b":12, "string_rand_26_c":12}
+{"grouping_1000":494, "grouping_500":494, "grouping_250":244, "grouping_100":94, "integer_rand_2000":99, "integer_seq_2000":494, "integer_rand_4":null, "string_rand_26_a":21, "string_rand_26_b":21, "string_rand_26_c":null}
+{"grouping_1000":495, "grouping_500":495, "grouping_250":245, "grouping_100":95, "integer_rand_2000":455, "integer_seq_2000":495, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":5, "integer_rand_20":15, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
+{"grouping_1000":496, "grouping_500":496, "grouping_250":246, "grouping_100":96, "integer_rand_2000":null, "integer_seq_2000":496, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_b":null, "string_rand_26_c":22}
+{"grouping_1000":497, "grouping_500":497, "grouping_250":247, "grouping_100":97, "integer_seq_2000":497, "integer_rand_2":1, "integer_rand_4":null, "integer_rand_10":null, "integer_rand_20":19, "string_rand_26_a":null, "string_rand_26_b":21, "string_rand_26_c":null}
+{"grouping_1000":498, "grouping_500":498, "grouping_250":248, "grouping_100":98, "integer_rand_2000":152, "integer_seq_2000":498, "integer_rand_2":0, "integer_rand_4":0, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":null, "string_rand_26_b":22, "string_rand_26_c":22}
+{"grouping_1000":499, "grouping_500":499, "grouping_250":249, "grouping_100":99, "integer_rand_2000":null, "integer_seq_2000":499, "integer_rand_2":null, "integer_rand_4":2, "integer_rand_10":8, "string_rand_26_a":6, "string_rand_26_b":null}
+{"grouping_1000":500, "grouping_500":0, "grouping_250":0, "grouping_100":0, "integer_rand_2000":39, "integer_seq_2000":500, "integer_rand_2":null, "integer_rand_4":3, "integer_rand_10":null, "integer_rand_20":null, "string_rand_26_a":13, "string_rand_26_b":13, "string_rand_26_c":13}
diff --git a/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_1.json b/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_1.json
new file mode 100644
index 0000000..69cefc0
--- /dev/null
+++ b/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_1.json
@@ -0,0 +1,3 @@
+{"id": 0, "arrayOrObject" :  [{"text" :  "1"}, {"text" :  "2"}]}
+{"id": 1, "arrayOrObject" :  [{"text" :  "3"}, {"text" :  "4"}]}
+{"id": 2, "arrayOrObject" :  [{"text" :  "5"}, {"text" :  "6"}]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_2.json b/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_2.json
new file mode 100644
index 0000000..4826af59
--- /dev/null
+++ b/asterixdb/asterix-app/data/hdfs/parquet/heterogeneous_2.json
@@ -0,0 +1,3 @@
+{"id": 3, "arrayOrObject" :  {"text" :  "7"}}
+{"id": 4, "arrayOrObject" :  {"text" :  "8"}}
+{"id": 5, "arrayOrObject" :  {"text" :  "9"}}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/hdfs/parquet/id_age-string.json b/asterixdb/asterix-app/data/hdfs/parquet/id_age-string.json
new file mode 100644
index 0000000..36680ac
--- /dev/null
+++ b/asterixdb/asterix-app/data/hdfs/parquet/id_age-string.json
@@ -0,0 +1,7 @@
+{"id": 15, "age": "10"}
+{"id": 16, "age": "20"}
+{"id": 17, "age": "30"}
+{"id": 18, "age": "40"}
+{"id": 19, "age": "50"}
+{"id": 20, "age": "60"}
+{"id": 21, "age": "70"}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/misc/1.adm b/asterixdb/asterix-app/data/misc/1.adm
new file mode 100644
index 0000000..93c166a
--- /dev/null
+++ b/asterixdb/asterix-app/data/misc/1.adm
@@ -0,0 +1,9 @@
+{"id": 1, "int_f": 1   , "str_f": "1"}
+{"id": 2, "int_f": null, "str_f": "2"}
+{"id": 3               , "str_f": "3"}
+{"id": 4, "int_f": 4   , "str_f": null}
+{"id": 5, "int_f": 5                 }
+{"id": 6, "int_f": null              }
+{"id": 7               , "str_f": null}
+{"id": 8, "int_f": null, "str_f": null}
+{"id": 9                               ,"other_f": "other" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/spatial/lakes.json b/asterixdb/asterix-app/data/spatial/lakes.json
new file mode 100644
index 0000000..0e7e4e2
--- /dev/null
+++ b/asterixdb/asterix-app/data/spatial/lakes.json
@@ -0,0 +1,100 @@
+{"id":0,"geom":rectangle("-27.9323481511,9.15518656723 -24.8445930928,11.9309972473")}
+{"id":1,"geom":rectangle("0.0621153624124,18.2734730769 4.83281963665,19.3336733634")}
+{"id":2,"geom":rectangle("-37.873318599,50.4137494117 -33.4774896319,55.3172948124")}
+{"id":3,"geom":rectangle("47.1325883602,-19.4791980415 50.9598502084,-18.481896624")}
+{"id":4,"geom":rectangle("51.3016231532,-5.60195086869 55.9768771092,-4.44676667106")}
+{"id":5,"geom":rectangle("9.27570071324,-1.68430260794 14.3618786871,0.0989231691509")}
+{"id":6,"geom":rectangle("-40.8426642141,-12.3828594111 -36.2560812836,-8.69636838084")}
+{"id":7,"geom":rectangle("42.0000180351,-6.38480480539 46.3487445182,-2.08245163105")}
+{"id":8,"geom":rectangle("-49.1105328926,1.23797277776 -48.6903344422,2.26860151234")}
+{"id":9,"geom":rectangle("8.41156431616,23.7284234749 12.3270757028,25.9675336727")}
+{"id":10,"geom":rectangle("24.2568615633,-20.3953636207 27.8001525267,-16.0145481861")}
+{"id":11,"geom":rectangle("-16.3094782394,8.91257038501 -12.3410467932,13.799767852")}
+{"id":12,"geom":rectangle("-5.47983206871,10.2243601629 -5.10262146508,13.9002669231")}
+{"id":13,"geom":rectangle("-60.9461639943,10.4323876808 -56.7511118231,14.8796053416")}
+{"id":14,"geom":rectangle("-11.972629563,15.8894382199 -8.06809484334,18.6230609701")}
+{"id":15,"geom":rectangle("-55.4148350065,-11.2390940595 -51.7126250696,-7.70494356838")}
+{"id":16,"geom":rectangle("-39.6238055795,5.95626957878 -37.3601098467,6.89396261843")}
+{"id":17,"geom":rectangle("-9.31124052127,-11.7939905005 -5.81616506883,-10.7313254896")}
+{"id":18,"geom":rectangle("55.8575494942,-34.8735358882 59.052052825,-32.1878431332")}
+{"id":19,"geom":rectangle("6.78644433431,-15.1103391491 11.022852731,-9.97257905438")}
+{"id":20,"geom":rectangle("-46.9172489187,8.34059859105 -44.8843063877,10.2219856068")}
+{"id":21,"geom":rectangle("18.8133717489,7.58225769546 20.7327951646,10.400196251")}
+{"id":22,"geom":rectangle("39.6991218048,-19.5111127309 43.4813236282,-17.2751694545")}
+{"id":23,"geom":rectangle("-53.0916999826,15.6224380883 -51.3276055144,18.4131633566")}
+{"id":24,"geom":rectangle("15.4403413661,-16.717177507 20.5659895946,-14.4905598285")}
+{"id":25,"geom":rectangle("18.0403882995,-16.942547031 18.4674639813,-12.0137417407")}
+{"id":26,"geom":rectangle("-10.1680547254,-60.7865500782 -8.00879668415,-56.7438699052")}
+{"id":27,"geom":rectangle("68.6004972482,8.11792475815 71.5635512937,11.1498717613")}
+{"id":28,"geom":rectangle("-42.941592897,-12.1682044962 -37.7633402924,-11.336014273")}
+{"id":29,"geom":rectangle("72.6533873046,2.07227812745 76.6403854525,7.09220721646")}
+{"id":30,"geom":rectangle("51.8540534407,-17.0442271016 54.8389508618,-12.6231227706")}
+{"id":31,"geom":rectangle("6.60620427018,15.9937496153 8.0217849552,16.8439308667")}
+{"id":32,"geom":rectangle("-54.4890021697,-23.8103029028 -50.031768851,-22.2413347517")}
+{"id":33,"geom":rectangle("-34.95511358,2.02954068386 -33.703431683,4.19422929144")}
+{"id":34,"geom":rectangle("-20.7743277107,-0.496422564668 -19.777600253,-0.0970785280508")}
+{"id":35,"geom":rectangle("-39.3142027252,-3.48265518567 -38.0781722188,-1.12776007008")}
+{"id":36,"geom":rectangle("6.77600057461,26.8759104261 11.7404611175,32.0174621982")}
+{"id":37,"geom":rectangle("24.4099866125,3.57651968637 26.7640691754,4.88288221349")}
+{"id":38,"geom":rectangle("15.2975621765,-0.569018270344 17.3906547082,1.74652310434")}
+{"id":39,"geom":rectangle("56.9872441628,-2.94723993425 61.3324446299,0.926328661561")}
+{"id":40,"geom":rectangle("41.047461317,10.1632058932 44.7623919157,13.6693470556")}
+{"id":41,"geom":rectangle("10.1079158628,-23.8702911151 12.7244666464,-22.8542384108")}
+{"id":42,"geom":rectangle("-22.4974254873,11.8509722536 -21.8574961025,15.2160233895")}
+{"id":43,"geom":rectangle("-43.9972059177,25.2595980469 -43.2811239229,28.5826167355")}
+{"id":44,"geom":rectangle("-7.23037396361,-7.11084459626 -2.27629349239,-3.61114277177")}
+{"id":45,"geom":rectangle("41.7404274398,16.4641333114 42.3134948646,17.21273776")}
+{"id":46,"geom":rectangle("-78.8108223124,33.0735094389 -73.6471184423,35.1192424639")}
+{"id":47,"geom":rectangle("69.3770819027,-8.4844290646 72.8377016978,-6.7522689002")}
+{"id":48,"geom":rectangle("-12.3843945904,4.42691376249 -9.57989036317,8.73880139764")}
+{"id":49,"geom":rectangle("4.26177443767,23.7431103696 8.16629007069,27.5738476242")}
+{"id":50,"geom":rectangle("-32.8317754069,-34.9288132423 -32.5521111063,-30.0667506035")}
+{"id":51,"geom":rectangle("38.3564015651,3.76035299468 42.9897451059,6.28666914167")}
+{"id":52,"geom":rectangle("9.66830715974,-13.2164544981 13.4317818497,-9.61970001253")}
+{"id":53,"geom":rectangle("-41.8619178712,0.833642096163 -37.7009933113,4.95720796208")}
+{"id":54,"geom":rectangle("36.9003622721,-16.1326998758 38.2630992969,-14.1602245262")}
+{"id":55,"geom":rectangle("-39.2043477954,-8.37064618527 -37.5700101189,-3.7861350448")}
+{"id":56,"geom":rectangle("-73.1306562341,-28.4389790443 -72.7740930226,-25.4986564116")}
+{"id":57,"geom":rectangle("-33.9976660158,5.22879142129 -32.8492047898,10.3133401489")}
+{"id":58,"geom":rectangle("-77.1746910469,0.922084338132 -75.6504210426,1.2034103681")}
+{"id":59,"geom":rectangle("22.2027355036,24.8837157674 23.9232110479,28.4103275964")}
+{"id":60,"geom":rectangle("9.88465219327,19.6537576964 10.2765884889,20.3193773926")}
+{"id":61,"geom":rectangle("-26.8112564518,2.7690970691 -22.5926465585,6.93867080924")}
+{"id":62,"geom":rectangle("-43.7073938674,-6.60657607222 -41.4240040146,-2.71455237271")}
+{"id":63,"geom":rectangle("24.4048294711,-4.62891935142 27.906994004,-4.29135734323")}
+{"id":64,"geom":rectangle("51.6531727755,21.8910939472 52.3394468954,23.2826790089")}
+{"id":65,"geom":rectangle("25.8914076927,6.92224912861 27.3432267461,9.47019756737")}
+{"id":66,"geom":rectangle("13.3696451516,5.615604925 16.9054074708,8.52144979175")}
+{"id":67,"geom":rectangle("-13.6800980239,-18.9444336886 -9.95347951639,-16.7345361171")}
+{"id":68,"geom":rectangle("-17.7510748238,-11.1136308762 -15.412795239,-7.34469680748")}
+{"id":69,"geom":rectangle("33.2947868986,8.2834932121 34.7613269962,9.03569363267")}
+{"id":70,"geom":rectangle("-33.8874431333,-23.8338234095 -30.7254105611,-20.359752895")}
+{"id":71,"geom":rectangle("22.0907475181,2.29036800869 23.7011151494,3.2765296671")}
+{"id":72,"geom":rectangle("14.5755950289,52.8417124837 19.5671060363,55.1073390372")}
+{"id":73,"geom":rectangle("-18.8077581597,16.9934859515 -15.9861161902,17.8343474049")}
+{"id":74,"geom":rectangle("10.9084864464,29.5391931137 15.3037198201,33.1052109059")}
+{"id":75,"geom":rectangle("19.4718498204,7.79868609475 22.1664168013,12.1717440014")}
+{"id":76,"geom":rectangle("-3.62863167929,11.4665296807 -3.30540699392,14.1121656494")}
+{"id":77,"geom":rectangle("-41.64372999,-23.0555507792 -36.4832305461,-21.3068023443")}
+{"id":78,"geom":rectangle("26.5213107831,46.2022585409 30.6432878791,47.0129737813")}
+{"id":79,"geom":rectangle("10.789264065,21.5625965712 14.840984666,22.3260628176")}
+{"id":80,"geom":rectangle("10.9202625272,-19.0658990104 14.1023247437,-15.3016631473")}
+{"id":81,"geom":rectangle("-15.7551653757,-2.25551304155 -12.4037949556,2.0012711873")}
+{"id":82,"geom":rectangle("37.5942150963,10.997741867 41.372075762,16.1596730965")}
+{"id":83,"geom":rectangle("-13.7359186757,29.958869656 -11.4409182302,33.4511779239")}
+{"id":84,"geom":rectangle("-13.0283243952,-11.3762227927 -12.0713603337,-8.89907873732")}
+{"id":85,"geom":rectangle("77.5973017056,-22.6402092272 78.7497490033,-21.2308882262")}
+{"id":86,"geom":rectangle("-22.4088952378,-21.7807762792 -21.497054438,-17.9602452153")}
+{"id":87,"geom":rectangle("21.2973448736,26.9027621694 22.622096107,28.9878687289")}
+{"id":88,"geom":rectangle("2.51672920699,0.0240546639022 7.26260016522,1.81047192527")}
+{"id":89,"geom":rectangle("7.51495774499,-3.85627105055 8.35285901504,-0.886614413758")}
+{"id":90,"geom":rectangle("-9.42837494505,-3.98577929823 -4.62420944265,-2.23733766023")}
+{"id":91,"geom":rectangle("-40.7216302836,3.90553033275 -37.0193557402,5.3260889493")}
+{"id":92,"geom":rectangle("20.1823194132,-26.8902590996 23.5753973148,-24.3474326885")}
+{"id":93,"geom":rectangle("37.4808096204,-26.1731289166 39.5942876414,-24.2173822745")}
+{"id":94,"geom":rectangle("-1.0730021895,-26.6770190359 -0.0802012128098,-22.3629468705")}
+{"id":95,"geom":rectangle("-16.4351749786,-17.9132294166 -11.378109551,-17.0573428992")}
+{"id":96,"geom":rectangle("-1.88355736652,8.26818869244 -0.978125324269,9.48445568")}
+{"id":97,"geom":rectangle("-33.1347880034,11.6973366548 -31.6968872823,12.0041059694")}
+{"id":98,"geom":rectangle("-25.2878269988,10.2165628058 -23.4713285433,14.3321956802")}
+{"id":99,"geom":rectangle("56.4069666051,25.5819994228 59.1720253242,30.0069600333")}
diff --git a/asterixdb/asterix-app/data/spatial/parks.json b/asterixdb/asterix-app/data/spatial/parks.json
new file mode 100644
index 0000000..6a3db62
--- /dev/null
+++ b/asterixdb/asterix-app/data/spatial/parks.json
@@ -0,0 +1,100 @@
+{"id":0,"geom":rectangle("33.0815213198,-9.81639132361 37.8016305166,-7.84406572273")}
+{"id":1,"geom":rectangle("-124.421948157,1.93767883788 -124.154251809,2.28744269497")}
+{"id":2,"geom":rectangle("57.9915252427,-2.36135910497 62.6034311404,-1.82486897086")}
+{"id":3,"geom":rectangle("-29.0688935271,-26.5487124393 -25.497240315,-23.6620099901")}
+{"id":4,"geom":rectangle("44.5633661766,-10.0985164886 45.7269764454,-5.25971946827")}
+{"id":5,"geom":rectangle("15.305286444,-12.2753304202 18.9827351797,-9.36713711588")}
+{"id":6,"geom":rectangle("-29.911107762,22.5440353307 -27.4139067872,23.0896507211")}
+{"id":7,"geom":rectangle("-57.6425342931,-12.8580151738 -52.8507052534,-12.4825801116")}
+{"id":8,"geom":rectangle("25.8735318882,-9.38051778287 27.4904674652,-6.75725388702")}
+{"id":9,"geom":rectangle("9.84546779304,34.7908792934 11.3423158265,37.6163294751")}
+{"id":10,"geom":rectangle("-51.9726341759,10.6323648191 -50.5305531532,15.7945290881")}
+{"id":11,"geom":rectangle("-23.4907513017,20.662944916 -19.4319569217,23.4464479085")}
+{"id":12,"geom":rectangle("43.4201149814,12.3343076751 47.4451061727,12.9883840827")}
+{"id":13,"geom":rectangle("29.4059288562,5.16907601248 34.5850093403,6.2687077698")}
+{"id":14,"geom":rectangle("32.5674476303,-16.9214726806 36.3961900958,-16.2800680951")}
+{"id":15,"geom":rectangle("-0.1834488207,6.13920491381 4.72384569903,9.56598789645")}
+{"id":16,"geom":rectangle("38.7756881143,5.39841667745 42.7750262309,10.0289384536")}
+{"id":17,"geom":rectangle("-14.44056663,18.4307856816 -9.36677067147,19.7583766879")}
+{"id":18,"geom":rectangle("11.570745802,-6.80699899747 13.9937592089,-4.86081653246")}
+{"id":19,"geom":rectangle("17.5420798083,18.958729748 21.7364051367,23.8559784582")}
+{"id":20,"geom":rectangle("50.3626687343,-5.75624879038 50.7160445447,-1.90079629364")}
+{"id":21,"geom":rectangle("59.9180321974,-0.209278657599 60.3779738543,1.67329307706")}
+{"id":22,"geom":rectangle("-13.4143437329,-5.4128583532 -8.51004730147,-2.97939716072")}
+{"id":23,"geom":rectangle("-67.7749282406,34.4099425167 -62.7649400663,36.0128931629")}
+{"id":24,"geom":rectangle("-19.6954394465,-9.38097306619 -14.5717338989,-5.62158895288")}
+{"id":25,"geom":rectangle("-4.62283914627,14.1191109493 -0.582166990327,16.8665197135")}
+{"id":26,"geom":rectangle("11.9450583857,-18.3252119827 15.1481317185,-13.305454101")}
+{"id":27,"geom":rectangle("45.3300959836,15.1502443345 46.1914046026,16.5505569007")}
+{"id":28,"geom":rectangle("-38.1544150849,13.2427359229 -37.7223058052,13.9289037156")}
+{"id":29,"geom":rectangle("25.9117553379,-24.2063944594 27.2556664105,-20.0878926667")}
+{"id":30,"geom":rectangle("13.6057700863,-6.29749212816 14.2712566373,-3.79005795277")}
+{"id":31,"geom":rectangle("-26.9662410313,19.1425547919 -21.9190087014,22.6025571835")}
+{"id":32,"geom":rectangle("39.9580362433,6.31802974783 40.6550631538,7.78428466256")}
+{"id":33,"geom":rectangle("-22.1168360436,-20.6231838474 -21.0373812122,-17.4818461759")}
+{"id":34,"geom":rectangle("-13.7706153852,30.000930354 -10.2285702156,30.4633714206")}
+{"id":35,"geom":rectangle("10.7513899208,-46.332627949 15.1729042238,-41.7087522917")}
+{"id":36,"geom":rectangle("54.398317257,11.2893054229 55.5126158122,11.7291194213")}
+{"id":37,"geom":rectangle("63.5968193492,-15.1966382455 65.352375016,-11.0480131127")}
+{"id":38,"geom":rectangle("47.1514141104,-4.68389071981 50.0106551109,0.398482234144")}
+{"id":39,"geom":rectangle("-17.4590864829,-0.237667446208 -15.5534126253,0.984234392487")}
+{"id":40,"geom":rectangle("13.1160139515,-19.784760558 14.4541800302,-17.909695768")}
+{"id":41,"geom":rectangle("53.3179838434,15.3179563991 54.2805821576,17.6281387012")}
+{"id":42,"geom":rectangle("31.369457427,13.165056978 35.1955254051,15.0403301856")}
+{"id":43,"geom":rectangle("17.1741906327,22.8030636353 17.4889623468,26.5730209982")}
+{"id":44,"geom":rectangle("-10.3878457081,-0.815065604011 -9.62601719521,2.09908908899")}
+{"id":45,"geom":rectangle("-16.3825969516,-1.12018500993 -15.9860095134,2.45473855859")}
+{"id":46,"geom":rectangle("-33.1253688726,7.46964360071 -30.5439240628,9.95558524072")}
+{"id":47,"geom":rectangle("-29.368011305,11.6519597155 -28.3048883686,12.9818049726")}
+{"id":48,"geom":rectangle("35.0611437776,7.03034670814 39.8962767006,8.40495515366")}
+{"id":49,"geom":rectangle("-41.2271620731,1.73252488725 -38.6763728352,2.5739855887")}
+{"id":50,"geom":rectangle("-58.3254878558,-1.93159998918 -54.4272611956,2.80164821601")}
+{"id":51,"geom":rectangle("13.8023199965,37.9991713987 16.5154301058,41.2520828093")}
+{"id":52,"geom":rectangle("-0.00851486511255,-14.2470351009 3.64419833081,-9.47603639972")}
+{"id":53,"geom":rectangle("26.7054431235,-5.16438137653 31.3237631214,-2.54420971647")}
+{"id":54,"geom":rectangle("27.8866028806,7.75111403626 31.7478444739,12.478395325")}
+{"id":55,"geom":rectangle("8.21394812371,-2.29056972429 11.4573593773,-0.764304448463")}
+{"id":56,"geom":rectangle("8.46285788596,1.64018059958 12.2673723294,4.75102475847")}
+{"id":57,"geom":rectangle("1.55454244344,-12.6324441794 1.9419040003,-8.32756051385")}
+{"id":58,"geom":rectangle("81.9243274831,15.3399706853 82.9893838755,20.2484476347")}
+{"id":59,"geom":rectangle("-3.80521441571,5.59544653202 1.00217973611,6.45642148213")}
+{"id":60,"geom":rectangle("7.3027607876,41.7183918554 9.61818587568,42.6701949556")}
+{"id":61,"geom":rectangle("1.50687245994,-0.463553775161 1.71988336805,0.5148202732")}
+{"id":62,"geom":rectangle("8.1114994271,-16.9975459513 10.181118141,-12.4214451465")}
+{"id":63,"geom":rectangle("8.47517844885,3.94583778361 9.75608493291,6.45740496653")}
+{"id":64,"geom":rectangle("32.8142697785,1.7347153599 33.5075936393,4.03213277156")}
+{"id":65,"geom":rectangle("-13.9851977532,10.2201556852 -8.94180139582,10.8359476684")}
+{"id":66,"geom":rectangle("-5.81864220867,5.72831389433 -3.96515661333,9.40311082423")}
+{"id":67,"geom":rectangle("-5.94114472317,22.0425945223 -4.75208419142,25.1480304519")}
+{"id":68,"geom":rectangle("3.32138012085,-2.54014463571 4.09010361369,2.22061165506")}
+{"id":69,"geom":rectangle("24.8845851876,-3.56812813721 26.1424974309,-1.93911469198")}
+{"id":70,"geom":rectangle("8.86845184432,6.96043446979 10.6719210071,10.5089327467")}
+{"id":71,"geom":rectangle("-10.2928503721,13.7414792395 -6.33804173624,18.799298066")}
+{"id":72,"geom":rectangle("-39.2694219453,30.5862681062 -36.709885472,32.6290866592")}
+{"id":73,"geom":rectangle("-0.680131563271,27.8806141259 4.25320010443,28.960840374")}
+{"id":74,"geom":rectangle("-4.18305807732,20.931302603 -1.58595809374,24.800187646")}
+{"id":75,"geom":rectangle("21.8984327715,-1.33650659675 22.9297670191,0.553946005393")}
+{"id":76,"geom":rectangle("-24.1977676209,4.21509449843 -19.3574031974,5.40102847909")}
+{"id":77,"geom":rectangle("-15.4154311616,24.7153248018 -13.8319530786,29.4011183457")}
+{"id":78,"geom":rectangle("1.94643236293,50.3738409701 5.89810279711,54.5201490674")}
+{"id":79,"geom":rectangle("-7.96849116411,20.5720060343 -3.12254526065,21.5654341637")}
+{"id":80,"geom":rectangle("-21.7043763659,10.1241268849 -20.8416042867,13.1904255813")}
+{"id":81,"geom":rectangle("-23.3888414298,-7.16854549483 -19.3844982673,-4.41149238515")}
+{"id":82,"geom":rectangle("-33.4895210367,17.3253537643 -28.824401802,21.3670812131")}
+{"id":83,"geom":rectangle("-42.3546712937,9.76999085801 -37.8559413646,12.6720101498")}
+{"id":84,"geom":rectangle("38.8013417317,1.10992679636 40.3179710832,6.1153997663")}
+{"id":85,"geom":rectangle("4.96535858672,23.1457530824 10.1207790147,27.3333356925")}
+{"id":86,"geom":rectangle("-90.4574845046,-19.5212053021 -85.9504562794,-15.0951106414")}
+{"id":87,"geom":rectangle("-57.8849765268,6.34375036955 -54.4546233959,7.12447857349")}
+{"id":88,"geom":rectangle("1.00138643712,7.96484069816 2.42708795033,12.8608965948")}
+{"id":89,"geom":rectangle("14.3045039032,7.89032274379 16.1025253052,9.76043987428")}
+{"id":90,"geom":rectangle("-39.3422390328,29.6303954006 -35.0044772013,33.7255680238")}
+{"id":91,"geom":rectangle("-34.5615691092,15.0808712376 -32.7510701778,16.2024568771")}
+{"id":92,"geom":rectangle("-89.4105780877,-18.6334926022 -85.1904254639,-17.9571587502")}
+{"id":93,"geom":rectangle("-1.31609859863,-4.2409753097 3.68297237575,-1.77236714054")}
+{"id":94,"geom":rectangle("62.0933242625,16.4294408774 63.5309980156,17.6884479663")}
+{"id":95,"geom":rectangle("-12.3749081173,-14.5326618303 -12.1631207021,-9.77210703996")}
+{"id":96,"geom":rectangle("80.7260631215,12.5546640031 85.2928232587,17.4875933461")}
+{"id":97,"geom":rectangle("-44.180993763,-16.0807020012 -39.6192096547,-13.9933902095")}
+{"id":98,"geom":rectangle("26.0438041781,-5.57090292895 27.0334370304,-2.87316728612")}
+{"id":99,"geom":rectangle("81.8095539196,11.9399712319 83.7438057534,13.072433318")}
diff --git a/asterixdb/asterix-app/data/yelp-checkin/feeds.csv b/asterixdb/asterix-app/data/yelp-checkin/feeds.csv
new file mode 100644
index 0000000..b7bd79c
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/feeds.csv
@@ -0,0 +1,3 @@
+1,"{ ""business_id"": ""--1UhMGODdWsrMastO9DZw"", ""dates"": [ ""2016-04-26 19:49:16"", ""2016-08-30 18:36:57"", ""2016-10-15 02:45:18"", ""2016-11-18 01:54:50"", ""2017-04-20 18:39:06"", ""2017-05-03 17:58:02"", ""2019-03-19 22:04:48"" ] }"
+2,"{ ""business_id"": ""--EF5N7P70J_UYBTPypYlA"", ""dates"": [ ""2018-05-25 19:52:07"", ""2018-09-18 16:09:44"", ""2019-10-18 21:29:09"" ] }"
+3,"{ ""business_id"": ""--Ni3oJ4VOqfOEu7Sj2Vzg"", ""dates"": [ ""2019-06-07 17:54:58"" ] }"
\ No newline at end of file
diff --git a/asterixdb/asterix-app/data/yelp-checkin/use-case-1.json b/asterixdb/asterix-app/data/yelp-checkin/use-case-1.json
new file mode 100644
index 0000000..4d66342
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/use-case-1.json
@@ -0,0 +1,30 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw", "dates": [ "2016-04-26 19:49:16", "2016-08-30 18:36:57", "2016-10-15 02:45:18", "2016-11-18 01:54:50", "2017-04-20 18:39:06", "2017-05-03 17:58:02", "2019-03-19 22:04:48" ] }
+{ "business_id": "--EF5N7P70J_UYBTPypYlA", "dates": [ "2018-05-25 19:52:07", "2018-09-18 16:09:44", "2019-10-18 21:29:09" ] }
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "dates": [ "2019-06-07 17:54:58" ] }
+{ "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "dates": [ "2011-05-03 20:54:05", "2011-08-23 20:49:45", "2014-12-04 06:13:01", "2016-11-16 19:25:55" ] }
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA", "dates": [ "2016-06-18 21:35:45", "2016-10-15 18:17:51" ] }
+{ "business_id": "--e8PjCNhEz32pprnPhCwQ", "dates": [ "2015-04-02 21:45:17" ] }
+{ "business_id": "--kinfHwmtdjz03g8B8z8Q", "dates": [ "2014-08-27 17:49:18", "2015-12-19 21:30:31", "2018-11-27 15:53:50" ] }
+{ "business_id": "--q6datkI-f0EoVheXNEeQ", "dates": [ "2014-01-28 20:56:04", "2014-11-16 16:11:58", "2015-11-15 19:21:53", "2015-11-15 19:33:39" ] }
+{ "business_id": "--qvQS4MigHPykD2GV0-zw", "dates": [ "2019-04-11 18:30:12" ] }
+{ "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "dates": [ "2015-06-06 20:01:06", "2019-03-14 22:01:52" ] }
+{ "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "dates": [ "2018-09-29 18:55:17", "2018-10-20 16:48:05", "2018-10-20 22:20:24" ] }
+{ "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "dates": [ "2011-04-23 21:11:22", "2014-05-04 19:42:48", "2014-05-11 19:16:08", "2014-06-04 19:14:18", "2015-12-05 19:22:42", "2017-05-15 23:19:00" ] }
+{ "business_id": "-0KMvRFwDWdVBeTpT11iHw", "dates": [ "2012-07-13 21:43:57", "2016-12-24 02:27:31", "2017-08-31 00:35:26" ] }
+{ "business_id": "-0LPtgJC31FWMrMv317p0Q", "dates": [ "2013-04-13 12:35:33", "2013-08-19 23:35:49", "2013-10-04 19:14:56" ] }
+{ "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "dates": [ "2016-09-10 19:26:19", "2018-09-08 14:15:37", "2019-09-13 22:47:25" ] }
+{ "business_id": "-0RRiWDtfnS16AKCtfvBZg", "dates": [ "2017-05-19 14:30:16", "2017-05-19 14:30:25", "2017-08-28 15:49:37", "2017-09-20 20:19:51", "2017-10-01 16:31:05", "2017-10-01 16:56:27", "2017-12-27 23:33:20" ] }
+{ "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "dates": [ "2019-06-05 18:22:49" ] }
+{ "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "dates": [ "2011-09-24 21:37:32", "2014-03-10 20:20:07", "2015-05-27 00:40:24", "2015-08-29 17:58:15", "2018-03-16 15:03:26" ] }
+{ "business_id": "-0aOudcaAyac0VJbMX-L1g", "dates": [ "2015-03-16 23:51:16", "2015-12-21 04:48:01", "2016-10-28 20:22:42", "2016-10-28 20:23:00" ] }
+{ "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "dates": [ "2013-10-22 16:49:21", "2014-11-21 17:39:24" ] }
+{ "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "dates": [ "2014-08-07 18:30:48", "2014-09-16 20:41:45", "2014-10-12 23:22:27", "2015-07-21 20:43:56", "2015-07-21 20:45:07" ] }
+{ "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "dates": [ "2015-05-02 19:49:05", "2015-05-06 03:52:18", "2015-09-26 01:13:19" ] }
+{ "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "dates": [ "2015-04-11 13:14:14", "2015-11-21 16:05:56", "2016-05-06 14:10:04", "2017-08-09 15:15:10", "2017-10-21 15:12:56" ] }
+{ "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "dates": [ "2015-12-03 18:44:00", "2016-03-17 18:19:21", "2016-11-02 15:58:38" ] }
+{ "business_id": "-1E2CQu_38mkghvmZgCCRw", "dates": [ "2019-04-04 22:02:37" ] }
+{ "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "dates": [ "2019-02-27 14:03:08" ] }
+{ "business_id": "-23R9P2eG7VTc6DVLjFKzA", "dates": [ "2011-12-21 19:02:51", "2012-04-15 04:21:39", "2012-04-15 14:23:56", "2013-06-30 22:39:51", "2013-10-04 20:34:13", "2014-07-16 02:28:40" ] }
+{ "business_id": "-26MGfikhJiTfCI-GqmzhQ", "dates": [ "2018-06-13 20:16:07" ] }
+{ "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "dates": [ "2015-05-29 16:46:17", "2015-06-01 15:03:53" ] }
+{ "business_id": "-2hDBMaza_ldqnZdiU06LQ", "dates": [ "2011-10-08 12:02:23", "2014-08-18 02:11:11", "2016-01-07 05:27:51", "2016-10-21 20:15:55", "2016-12-01 03:57:10", "2016-12-29 01:54:42", "2018-07-22 19:55:31", "2018-09-07 01:42:54", "2019-03-08 03:41:06" ] }
diff --git a/asterixdb/asterix-app/data/yelp-checkin/use-case-2.json b/asterixdb/asterix-app/data/yelp-checkin/use-case-2.json
new file mode 100644
index 0000000..2179005
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/use-case-2.json
@@ -0,0 +1,31 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw", "checkin_times": { "dates": [ "2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18", "2017-04-20", "2017-05-03", "2019-03-19" ], "times": [ "19:49:16", "18:36:57", "02:45:18", "01:54:50", "18:39:06", "17:58:02", "22:04:48" ] } }
+{ "business_id": "--EF5N7P70J_UYBTPypYlA", "checkin_times": { "dates": [ "2018-05-25", "2018-09-18", "2019-10-18" ], "times": [ "19:52:07", "16:09:44", "21:29:09" ] } }
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "checkin_times": { "dates": [ "2019-06-07" ], "times": [ "17:54:58" ] } }
+{ "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "checkin_times": { "dates": [ "2011-05-03", "2011-08-23", "2014-12-04", "2016-11-16" ], "times": [ "20:54:05", "20:49:45", "06:13:01", "19:25:55" ] } }
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA", "checkin_times": { "dates": [ "2016-06-18", "2016-10-15" ], "times": [ "21:35:45", "18:17:51" ] } }
+{ "business_id": "--e8PjCNhEz32pprnPhCwQ", "checkin_times": { "dates": [ "2015-04-02" ], "times": [ "21:45:17" ] } }
+{ "business_id": "--kinfHwmtdjz03g8B8z8Q", "checkin_times": { "dates": [ "2014-08-27", "2015-12-19", "2018-11-27" ], "times": [ "17:49:18", "21:30:31", "15:53:50" ] } }
+{ "business_id": "--q6datkI-f0EoVheXNEeQ", "checkin_times": { "dates": [ "2014-01-28", "2014-11-16", "2015-11-15", "2015-11-15" ], "times": [ "20:56:04", "16:11:58", "19:21:53", "19:33:39" ] } }
+{ "business_id": "--qvQS4MigHPykD2GV0-zw", "checkin_times": { "dates": [ "2019-04-11" ], "times": [ "18:30:12" ] } }
+{ "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "checkin_times": { "dates": [ "2015-06-06", "2019-03-14" ], "times": [ "20:01:06", "22:01:52" ] } }
+{ "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "checkin_times": { "dates": [ "2018-09-29", "2018-10-20", "2018-10-20" ], "times": [ "18:55:17", "16:48:05", "22:20:24" ] } }
+{ "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "checkin_times": { "dates": [ "2011-04-23", "2014-05-04", "2014-05-11", "2014-06-04", "2015-12-05", "2017-05-15" ], "times": [ "21:11:22", "19:42:48", "19:16:08", "19:14:18", "19:22:42", "23:19:00" ] } }
+{ "business_id": "-0KMvRFwDWdVBeTpT11iHw", "checkin_times": { "dates": [ "2012-07-13", "2016-12-24", "2017-08-31" ], "times": [ "21:43:57", "02:27:31", "00:35:26" ] } }
+{ "business_id": "-0LPtgJC31FWMrMv317p0Q", "checkin_times": { "dates": [ "2013-04-13", "2013-08-19", "2013-10-04" ], "times": [ "12:35:33", "23:35:49", "19:14:56" ] } }
+{ "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "checkin_times": { "dates": [ "2016-09-10", "2018-09-08", "2019-09-13" ], "times": [ "19:26:19", "14:15:37", "22:47:25" ] } }
+{ "business_id": "-0RRiWDtfnS16AKCtfvBZg", "checkin_times": { "dates": [ "2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27" ], "times": [ "14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20" ] } }
+{ "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "checkin_times": { "dates": [ "2019-06-05" ], "times": [ "18:22:49" ] } }
+{ "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "checkin_times": { "dates": [ "2011-09-24", "2014-03-10", "2015-05-27", "2015-08-29", "2018-03-16" ], "times": [ "21:37:32", "20:20:07", "00:40:24", "17:58:15", "15:03:26" ] } }
+{ "business_id": "-0aOudcaAyac0VJbMX-L1g", "checkin_times": { "dates": [ "2015-03-16", "2015-12-21", "2016-10-28", "2016-10-28" ], "times": [ "23:51:16", "04:48:01", "20:22:42", "20:23:00" ] } }
+{ "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "checkin_times": { "dates": [ "2013-10-22", "2014-11-21" ], "times": [ "16:49:21", "17:39:24" ] } }
+{ "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "checkin_times": { "dates": [ "2014-08-07", "2014-09-16", "2014-10-12", "2015-07-21", "2015-07-21" ], "times": [ "18:30:48", "20:41:45", "23:22:27", "20:43:56", "20:45:07" ] } }
+{ "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "checkin_times": { "dates": [ "2015-05-02", "2015-05-06", "2015-09-26" ], "times": [ "19:49:05", "03:52:18", "01:13:19" ] } }
+{ "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "checkin_times": { "dates": [ "2015-04-11", "2015-11-21", "2016-05-06", "2017-08-09", "2017-10-21" ], "times": [ "13:14:14", "16:05:56", "14:10:04", "15:15:10", "15:12:56" ] } }
+{ "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "checkin_times": { "dates": [ "2015-12-03", "2016-03-17", "2016-11-02" ], "times": [ "18:44:00", "18:19:21", "15:58:38" ] } }
+{ "business_id": "-1E2CQu_38mkghvmZgCCRw", "checkin_times": { "dates": [ "2019-04-04" ], "times": [ "22:02:37" ] } }
+{ "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "checkin_times": { "dates": [ "2019-02-27" ], "times": [ "14:03:08" ] } }
+{ "business_id": "-23R9P2eG7VTc6DVLjFKzA", "checkin_times": { "dates": [ "2011-12-21", "2012-04-15", "2012-04-15", "2013-06-30", "2013-10-04", "2014-07-16" ], "times": [ "19:02:51", "04:21:39", "14:23:56", "22:39:51", "20:34:13", "02:28:40" ] } }
+{ "business_id": "-26MGfikhJiTfCI-GqmzhQ", "checkin_times": { "dates": [ "2018-06-13" ], "times": [ "20:16:07" ] } }
+{ "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "checkin_times": { "dates": [ "2015-05-29", "2015-06-01" ], "times": [ "16:46:17", "15:03:53" ] } }
+{ "business_id": "-2hDBMaza_ldqnZdiU06LQ", "checkin_times": { "dates": [ "2011-10-08", "2014-08-18", "2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29", "2018-07-22", "2018-09-07", "2019-03-08" ], "times": [ "12:02:23", "02:11:11", "05:27:51", "20:15:55", "03:57:10", "01:54:42", "19:55:31", "01:42:54", "03:41:06" ] } }
+
diff --git a/asterixdb/asterix-app/data/yelp-checkin/use-case-3.json b/asterixdb/asterix-app/data/yelp-checkin/use-case-3.json
new file mode 100644
index 0000000..c5a711f
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/use-case-3.json
@@ -0,0 +1,30 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw", "checkin_times": [ {"date": "2016-04-26", "time": "19:49:16"}, {"date": "2016-08-30", "time": "18:36:57"}, {"date": "2016-10-15", "time": "02:45:18"}, {"date": "2016-11-18", "time": "01:54:50"}, {"date": "2017-04-20", "time": "18:39:06"}, {"date": "2017-05-03", "time": "17:58:02"}, {"date": "2019-03-19", "time": "22:04:48"} ] }
+{ "business_id": "--EF5N7P70J_UYBTPypYlA", "checkin_times": [ {"date": "2018-05-25", "time": "19:52:07"}, {"date": "2018-09-18", "time": "16:09:44"}, {"date": "2019-10-18", "time": "21:29:09"} ] }
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "checkin_times": [ {"date": "2019-06-07", "time": "17:54:58"} ] }
+{ "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "checkin_times": [ {"date": "2011-05-03", "time": "20:54:05"}, {"date": "2011-08-23", "time": "20:49:45"}, {"date": "2014-12-04", "time": "06:13:01"}, {"date": "2016-11-16", "time": "19:25:55"} ] }
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA", "checkin_times": [ {"date": "2016-06-18", "time": "21:35:45"}, {"date": "2016-10-15", "time": "18:17:51"} ] }
+{ "business_id": "--e8PjCNhEz32pprnPhCwQ", "checkin_times": [ {"date": "2015-04-02", "time": "21:45:17"} ] }
+{ "business_id": "--kinfHwmtdjz03g8B8z8Q", "checkin_times": [ {"date": "2014-08-27", "time": "17:49:18"}, {"date": "2015-12-19", "time": "21:30:31"}, {"date": "2018-11-27", "time": "15:53:50"} ] }
+{ "business_id": "--q6datkI-f0EoVheXNEeQ", "checkin_times": [ {"date": "2014-01-28", "time": "20:56:04"}, {"date": "2014-11-16", "time": "16:11:58"}, {"date": "2015-11-15", "time": "19:21:53"}, {"date": "2015-11-15", "time": "19:33:39"} ] }
+{ "business_id": "--qvQS4MigHPykD2GV0-zw", "checkin_times": [ {"date": "2019-04-11", "time": "18:30:12"} ] }
+{ "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "checkin_times": [ {"date": "2015-06-06", "time": "20:01:06"}, {"date": "2019-03-14", "time": "22:01:52"} ] }
+{ "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "checkin_times": [ {"date": "2018-09-29", "time": "18:55:17"}, {"date": "2018-10-20", "time": "16:48:05"}, {"date": "2018-10-20", "time": "22:20:24"} ] }
+{ "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "checkin_times": [ {"date": "2011-04-23", "time": "21:11:22"}, {"date": "2014-05-04", "time": "19:42:48"}, {"date": "2014-05-11", "time": "19:16:08"}, {"date": "2014-06-04", "time": "19:14:18"}, {"date": "2015-12-05", "time": "19:22:42"}, {"date": "2017-05-15", "time": "23:19:00"} ] }
+{ "business_id": "-0KMvRFwDWdVBeTpT11iHw", "checkin_times": [ {"date": "2012-07-13", "time": "21:43:57"}, {"date": "2016-12-24", "time": "02:27:31"}, {"date": "2017-08-31", "time": "00:35:26"} ] }
+{ "business_id": "-0LPtgJC31FWMrMv317p0Q", "checkin_times": [ {"date": "2013-04-13", "time": "12:35:33"}, {"date": "2013-08-19", "time": "23:35:49"}, {"date": "2013-10-04", "time": "19:14:56"} ] }
+{ "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "checkin_times": [ {"date": "2016-09-10", "time": "19:26:19"}, {"date": "2018-09-08", "time": "14:15:37"}, {"date": "2019-09-13", "time": "22:47:25"} ] }
+{ "business_id": "-0RRiWDtfnS16AKCtfvBZg", "checkin_times": [ {"date": "2017-05-19", "time": "14:30:16"}, {"date": "2017-05-19", "time": "14:30:25"}, {"date": "2017-08-28", "time": "15:49:37"}, {"date": "2017-09-20", "time": "20:19:51"}, {"date": "2017-10-01", "time": "16:31:05"}, {"date": "2017-10-01", "time": "16:56:27"}, {"date": "2017-12-27", "time": "23:33:20"} ] }
+{ "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "checkin_times": [ {"date": "2019-06-05", "time": "18:22:49"} ] }
+{ "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "checkin_times": [ {"date": "2011-09-24", "time": "21:37:32"}, {"date": "2014-03-10", "time": "20:20:07"}, {"date": "2015-05-27", "time": "00:40:24"}, {"date": "2015-08-29", "time": "17:58:15"}, {"date": "2018-03-16", "time": "15:03:26"} ] }
+{ "business_id": "-0aOudcaAyac0VJbMX-L1g", "checkin_times": [ {"date": "2015-03-16", "time": "23:51:16"}, {"date": "2015-12-21", "time": "04:48:01"}, {"date": "2016-10-28", "time": "20:22:42"}, {"date": "2016-10-28", "time": "20:23:00"} ] }
+{ "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "checkin_times": [ {"date": "2013-10-22", "time": "16:49:21"}, {"date": "2014-11-21", "time": "17:39:24"} ] }
+{ "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "checkin_times": [ {"date": "2014-08-07", "time": "18:30:48"}, {"date": "2014-09-16", "time": "20:41:45"}, {"date": "2014-10-12", "time": "23:22:27"}, {"date": "2015-07-21", "time": "20:43:56"}, {"date": "2015-07-21", "time": "20:45:07"} ] }
+{ "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "checkin_times": [ {"date": "2015-05-02", "time": "19:49:05"}, {"date": "2015-05-06", "time": "03:52:18"}, {"date": "2015-09-26", "time": "01:13:19"} ] }
+{ "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "checkin_times": [ {"date": "2015-04-11", "time": "13:14:14"}, {"date": "2015-11-21", "time": "16:05:56"}, {"date": "2016-05-06", "time": "14:10:04"}, {"date": "2017-08-09", "time": "15:15:10"}, {"date": "2017-10-21", "time": "15:12:56"} ] }
+{ "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "checkin_times": [ {"date": "2015-12-03", "time": "18:44:00"}, {"date": "2016-03-17", "time": "18:19:21"}, {"date": "2016-11-02", "time": "15:58:38"} ] }
+{ "business_id": "-1E2CQu_38mkghvmZgCCRw", "checkin_times": [ {"date": "2019-04-04", "time": "22:02:37"} ] }
+{ "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "checkin_times": [ {"date": "2019-02-27", "time": "14:03:08"} ] }
+{ "business_id": "-23R9P2eG7VTc6DVLjFKzA", "checkin_times": [ {"date": "2011-12-21", "time": "19:02:51"}, {"date": "2012-04-15", "time": "04:21:39"}, {"date": "2012-04-15", "time": "14:23:56"}, {"date": "2013-06-30", "time": "22:39:51"}, {"date": "2013-10-04", "time": "20:34:13"}, {"date": "2014-07-16", "time": "02:28:40"} ] }
+{ "business_id": "-26MGfikhJiTfCI-GqmzhQ", "checkin_times": [ {"date": "2018-06-13", "time": "20:16:07"} ] }
+{ "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "checkin_times": [ {"date": "2015-05-29", "time": "16:46:17"}, {"date": "2015-06-01", "time": "15:03:53"} ] }
+{ "business_id": "-2hDBMaza_ldqnZdiU06LQ", "checkin_times": [ {"date": "2011-10-08", "time": "12:02:23"}, {"date": "2014-08-18", "time": "02:11:11"}, {"date": "2016-01-07", "time": "05:27:51"}, {"date": "2016-10-21", "time": "20:15:55"}, {"date": "2016-12-01", "time": "03:57:10"}, {"date": "2016-12-29", "time": "01:54:42"}, {"date": "2018-07-22", "time": "19:55:31"}, {"date": "2018-09-07", "time": "01:42:54"}, {"date": "2019-03-08", "time": "03:41:06"} ] }
diff --git a/asterixdb/asterix-app/data/yelp-checkin/use-case-4.json b/asterixdb/asterix-app/data/yelp-checkin/use-case-4.json
new file mode 100644
index 0000000..ec90bb4
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/use-case-4.json
@@ -0,0 +1,30 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw", "checkin_times": [ { "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"], "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"] }, { "dates": ["2017-04-20", "2017-05-03"], "times": ["18:39:06", "17:58:02"] }, { "dates": ["2019-03-19"], "times": ["22:04:48"] } ] }
+{ "business_id": "--EF5N7P70J_UYBTPypYlA", "checkin_times": [ { "dates": ["2018-05-25", "2018-09-18"], "times": ["19:52:07", "16:09:44"] }, { "dates": ["2019-10-18"], "times": ["21:29:09"] } ] }
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "checkin_times": [ { "dates": ["2019-06-07"], "times": ["17:54:58"] } ] }
+{ "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "checkin_times": [ { "dates": ["2011-05-03", "2011-08-23"], "times": ["20:54:05", "20:49:45"] }, { "dates": ["2014-12-04"], "times": ["06:13:01"] }, { "dates": ["2016-11-16"], "times": ["19:25:55"] } ] }
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA", "checkin_times": [ { "dates": ["2016-06-18", "2016-10-15"], "times": ["21:35:45", "18:17:51"] } ] }
+{ "business_id": "--e8PjCNhEz32pprnPhCwQ", "checkin_times": [ { "dates": ["2015-04-02"], "times": ["21:45:17"] } ] }
+{ "business_id": "--kinfHwmtdjz03g8B8z8Q", "checkin_times": [ { "dates": ["2014-08-27"], "times": ["17:49:18"] }, { "dates": ["2015-12-19"], "times": ["21:30:31"] }, { "dates": ["2018-11-27"], "times": ["15:53:50"] } ] }
+{ "business_id": "--q6datkI-f0EoVheXNEeQ", "checkin_times": [ { "dates": ["2014-01-28", "2014-11-16"], "times": ["20:56:04", "16:11:58"] }, { "dates": ["2015-11-15", "2015-11-15"], "times": ["19:21:53", "19:33:39"] } ] }
+{ "business_id": "--qvQS4MigHPykD2GV0-zw", "checkin_times": [ { "dates": ["2019-04-11"], "times": ["18:30:12"] } ] }
+{ "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "checkin_times": [ { "dates": ["2015-06-06"], "times": ["20:01:06"] }, { "dates": ["2019-03-14"], "times": ["22:01:52"] } ] }
+{ "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "checkin_times": [ { "dates": ["2018-09-29", "2018-10-20", "2018-10-20"], "times": ["18:55:17", "16:48:05", "22:20:24"] } ] }
+{ "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "checkin_times": [ { "dates": ["2011-04-23"], "times": ["21:11:22"] }, { "dates": ["2014-05-04", "2014-05-11", "2014-06-04"], "times": ["19:42:48", "19:16:08", "19:14:18"] }, { "dates": ["2015-12-05"], "times": ["19:22:42"] }, { "dates": ["2017-05-15"], "times": ["23:19:00"] } ] }
+{ "business_id": "-0KMvRFwDWdVBeTpT11iHw", "checkin_times": [ { "dates": ["2012-07-13"], "times": ["21:43:57"] }, { "dates": ["2016-12-24"], "times": ["02:27:31"] }, { "dates": ["2017-08-31"], "times": ["00:35:26"] } ] }
+{ "business_id": "-0LPtgJC31FWMrMv317p0Q", "checkin_times": [ { "dates": ["2013-04-13", "2013-08-19", "2013-10-04"], "times": ["12:35:33", "23:35:49", "19:14:56"] } ] }
+{ "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "checkin_times": [ { "dates": ["2016-09-10"], "times": ["19:26:19"] }, { "dates": ["2018-09-08"], "times": ["14:15:37"] }, { "dates": ["2019-09-13"], "times": ["22:47:25"] } ] }
+{ "business_id": "-0RRiWDtfnS16AKCtfvBZg", "checkin_times": [ { "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"], "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"] } ] }
+{ "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "checkin_times": [ { "dates": ["2019-06-05"], "times": ["18:22:49"] } ] }
+{ "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "checkin_times": [ { "dates": ["2011-09-24"], "times": ["21:37:32"] }, { "dates": ["2014-03-10"], "times": ["20:20:07"] }, { "dates": ["2015-05-27", "2015-08-29"], "times": ["00:40:24", "17:58:15"] }, { "dates": ["2018-03-16"], "times": ["15:03:26"] } ] }
+{ "business_id": "-0aOudcaAyac0VJbMX-L1g", "checkin_times": [ { "dates": ["2015-03-16", "2015-12-21"], "times": ["23:51:16", "04:48:01"] }, { "dates": ["2016-10-28", "2016-10-28"], "times": ["20:22:42", "20:23:00"] } ] }
+{ "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "checkin_times": [ { "dates": ["2013-10-22"], "times": ["16:49:21"] }, { "dates": ["2014-11-21"], "times": ["17:39:24"] } ] }
+{ "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "checkin_times": [ { "dates": ["2014-08-07", "2014-09-16", "2014-10-12"], "times": ["18:30:48", "20:41:45", "23:22:27"] }, { "dates": ["2015-07-21", "2015-07-21"], "times": ["20:43:56", "20:45:07"] } ] }
+{ "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "checkin_times": [ { "dates": ["2015-05-02", "2015-05-06", "2015-09-26"], "times": ["19:49:05", "03:52:18", "01:13:19"] } ] }
+{ "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "checkin_times": [ { "dates": ["2015-04-11", "2015-11-21"], "times": ["13:14:14", "16:05:56"] }, { "dates": ["2016-05-06"], "times": ["14:10:04"] }, { "dates": ["2017-08-09", "2017-10-21"], "times": ["15:15:10", "15:12:56"] } ] }
+{ "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "checkin_times": [ { "dates": ["2015-12-03"], "times": ["18:44:00"] }, { "dates": ["2016-03-17", "2016-11-02"], "times": ["18:19:21", "15:58:38"] } ] }
+{ "business_id": "-1E2CQu_38mkghvmZgCCRw", "checkin_times": [ { "dates": ["2019-04-04"], "times": ["22:02:37"] } ] }
+{ "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "checkin_times": [ { "dates": ["2019-02-27"], "times": ["14:03:08"] } ] }
+{ "business_id": "-23R9P2eG7VTc6DVLjFKzA", "checkin_times": [ { "dates": ["2011-12-21"], "times": ["19:02:51"] }, { "dates": ["2012-04-15", "2012-04-15"], "times": ["04:21:39", "14:23:56"] }, { "dates": ["2013-06-30", "2013-10-04"], "times": ["22:39:51", "20:34:13"] }, { "dates": ["2014-07-16"], "times": ["02:28:40"] } ] }
+{ "business_id": "-26MGfikhJiTfCI-GqmzhQ", "checkin_times": [ { "dates": ["2018-06-13"], "times": ["20:16:07"] } ] }
+{ "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "checkin_times": [ { "dates": ["2015-05-29", "2015-06-01"], "times": ["16:46:17", "15:03:53"] } ] }
+{ "business_id": "-2hDBMaza_ldqnZdiU06LQ", "checkin_times": [ { "dates": ["2011-10-08"], "times": ["12:02:23"] }, { "dates": ["2014-08-18"], "times": ["02:11:11"] }, { "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"], "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"] }, { "dates": ["2018-07-22", "2018-09-07"], "times": ["19:55:31", "01:42:54"] }, { "dates": ["2019-03-08"], "times": ["03:41:06"] } ] }
diff --git a/asterixdb/asterix-app/data/yelp-checkin/with-3-level-record-path.json b/asterixdb/asterix-app/data/yelp-checkin/with-3-level-record-path.json
new file mode 100644
index 0000000..39505f0
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/with-3-level-record-path.json
@@ -0,0 +1,31 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18", "2017-04-20", "2017-05-03", "2019-03-19" ], "times": [ "19:49:16", "18:36:57", "02:45:18", "01:54:50", "18:39:06", "17:58:02", "22:04:48" ] } } } }
+{ "business_id": "--EF5N7P70J_UYBTPypYlA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2018-05-25", "2018-09-18", "2019-10-18" ], "times": [ "19:52:07", "16:09:44", "21:29:09" ] } } } }
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2019-06-07" ], "times": [ "17:54:58" ] } } } }
+{ "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2011-05-03", "2011-08-23", "2014-12-04", "2016-11-16" ], "times": [ "20:54:05", "20:49:45", "06:13:01", "19:25:55" ] } } } }
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2016-06-18", "2016-10-15" ], "times": [ "21:35:45", "18:17:51" ] } } } }
+{ "business_id": "--e8PjCNhEz32pprnPhCwQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-04-02" ], "times": [ "21:45:17" ] } } } }
+{ "business_id": "--kinfHwmtdjz03g8B8z8Q", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2014-08-27", "2015-12-19", "2018-11-27" ], "times": [ "17:49:18", "21:30:31", "15:53:50" ] } } } }
+{ "business_id": "--q6datkI-f0EoVheXNEeQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2014-01-28", "2014-11-16", "2015-11-15", "2015-11-15" ], "times": [ "20:56:04", "16:11:58", "19:21:53", "19:33:39" ] } } } }
+{ "business_id": "--qvQS4MigHPykD2GV0-zw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2019-04-11" ], "times": [ "18:30:12" ] } } } }
+{ "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-06-06", "2019-03-14" ], "times": [ "20:01:06", "22:01:52" ] } } } }
+{ "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2018-09-29", "2018-10-20", "2018-10-20" ], "times": [ "18:55:17", "16:48:05", "22:20:24" ] } } } }
+{ "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2011-04-23", "2014-05-04", "2014-05-11", "2014-06-04", "2015-12-05", "2017-05-15" ], "times": [ "21:11:22", "19:42:48", "19:16:08", "19:14:18", "19:22:42", "23:19:00" ] } } } }
+{ "business_id": "-0KMvRFwDWdVBeTpT11iHw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2012-07-13", "2016-12-24", "2017-08-31" ], "times": [ "21:43:57", "02:27:31", "00:35:26" ] } } } }
+{ "business_id": "-0LPtgJC31FWMrMv317p0Q", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2013-04-13", "2013-08-19", "2013-10-04" ], "times": [ "12:35:33", "23:35:49", "19:14:56" ] } } } }
+{ "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2016-09-10", "2018-09-08", "2019-09-13" ], "times": [ "19:26:19", "14:15:37", "22:47:25" ] } } } }
+{ "business_id": "-0RRiWDtfnS16AKCtfvBZg", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27" ], "times": [ "14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20" ] } } } }
+{ "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2019-06-05" ], "times": [ "18:22:49" ] } } } }
+{ "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2011-09-24", "2014-03-10", "2015-05-27", "2015-08-29", "2018-03-16" ], "times": [ "21:37:32", "20:20:07", "00:40:24", "17:58:15", "15:03:26" ] } } } }
+{ "business_id": "-0aOudcaAyac0VJbMX-L1g", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-03-16", "2015-12-21", "2016-10-28", "2016-10-28" ], "times": [ "23:51:16", "04:48:01", "20:22:42", "20:23:00" ] } } } }
+{ "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2013-10-22", "2014-11-21" ], "times": [ "16:49:21", "17:39:24" ] } } } }
+{ "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2014-08-07", "2014-09-16", "2014-10-12", "2015-07-21", "2015-07-21" ], "times": [ "18:30:48", "20:41:45", "23:22:27", "20:43:56", "20:45:07" ] } } } }
+{ "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-05-02", "2015-05-06", "2015-09-26" ], "times": [ "19:49:05", "03:52:18", "01:13:19" ] } } } }
+{ "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-04-11", "2015-11-21", "2016-05-06", "2017-08-09", "2017-10-21" ], "times": [ "13:14:14", "16:05:56", "14:10:04", "15:15:10", "15:12:56" ] } } } }
+{ "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-12-03", "2016-03-17", "2016-11-02" ], "times": [ "18:44:00", "18:19:21", "15:58:38" ] } } } }
+{ "business_id": "-1E2CQu_38mkghvmZgCCRw", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2019-04-04" ], "times": [ "22:02:37" ] } } } }
+{ "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2019-02-27" ], "times": [ "14:03:08" ] } } } }
+{ "business_id": "-23R9P2eG7VTc6DVLjFKzA", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2011-12-21", "2012-04-15", "2012-04-15", "2013-06-30", "2013-10-04", "2014-07-16" ], "times": [ "19:02:51", "04:21:39", "14:23:56", "22:39:51", "20:34:13", "02:28:40" ] } } } }
+{ "business_id": "-26MGfikhJiTfCI-GqmzhQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2018-06-13" ], "times": [ "20:16:07" ] } } } }
+{ "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2015-05-29", "2015-06-01" ], "times": [ "16:46:17", "15:03:53" ] } } } }
+{ "business_id": "-2hDBMaza_ldqnZdiU06LQ", "checkin_data": { "checkin_temporal": { "checkin_times": { "dates": [ "2011-10-08", "2014-08-18", "2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29", "2018-07-22", "2018-09-07", "2019-03-08" ], "times": [ "12:02:23", "02:11:11", "05:27:51", "20:15:55", "03:57:10", "01:54:42", "19:55:31", "01:42:54", "03:41:06" ] } } } }
+
diff --git a/asterixdb/asterix-app/data/yelp-checkin/with-composite-pk.json b/asterixdb/asterix-app/data/yelp-checkin/with-composite-pk.json
new file mode 100644
index 0000000..1611114
--- /dev/null
+++ b/asterixdb/asterix-app/data/yelp-checkin/with-composite-pk.json
@@ -0,0 +1,30 @@
+{ "checkin_id": 1, "business_id": "--1UhMGODdWsrMastO9DZw", "dates": [ "2016-04-26 19:49:16", "2016-08-30 18:36:57", "2016-10-15 02:45:18", "2016-11-18 01:54:50", "2017-04-20 18:39:06", "2017-05-03 17:58:02", "2019-03-19 22:04:48" ] }
+{ "checkin_id": 2, "business_id": "--EF5N7P70J_UYBTPypYlA", "dates": [ "2018-05-25 19:52:07", "2018-09-18 16:09:44", "2019-10-18 21:29:09" ] }
+{ "checkin_id": 3, "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg", "dates": [ "2019-06-07 17:54:58" ] }
+{ "checkin_id": 4, "business_id": "--Y1Adl1YUWfYIRSd8vkmA", "dates": [ "2011-05-03 20:54:05", "2011-08-23 20:49:45", "2014-12-04 06:13:01", "2016-11-16 19:25:55" ] }
+{ "checkin_id": 5, "business_id": "--YPwqIlRJrhHkJcjY3eiA", "dates": [ "2016-06-18 21:35:45", "2016-10-15 18:17:51" ] }
+{ "checkin_id": 6, "business_id": "--e8PjCNhEz32pprnPhCwQ", "dates": [ "2015-04-02 21:45:17" ] }
+{ "checkin_id": 7, "business_id": "--kinfHwmtdjz03g8B8z8Q", "dates": [ "2014-08-27 17:49:18", "2015-12-19 21:30:31", "2018-11-27 15:53:50" ] }
+{ "checkin_id": 8, "business_id": "--q6datkI-f0EoVheXNEeQ", "dates": [ "2014-01-28 20:56:04", "2014-11-16 16:11:58", "2015-11-15 19:21:53", "2015-11-15 19:33:39" ] }
+{ "checkin_id": 9, "business_id": "--qvQS4MigHPykD2GV0-zw", "dates": [ "2019-04-11 18:30:12" ] }
+{ "checkin_id": 10, "business_id": "--wIGbLEhlpl_UeAIyDmZQ", "dates": [ "2015-06-06 20:01:06", "2019-03-14 22:01:52" ] }
+{ "checkin_id": 11, "business_id": "-0FA-Qdi3SPYIoJz9UQw-A", "dates": [ "2018-09-29 18:55:17", "2018-10-20 16:48:05", "2018-10-20 22:20:24" ] }
+{ "checkin_id": 12, "business_id": "-0Hj1hb_XW6ybWq2M7QhGA", "dates": [ "2011-04-23 21:11:22", "2014-05-04 19:42:48", "2014-05-11 19:16:08", "2014-06-04 19:14:18", "2015-12-05 19:22:42", "2017-05-15 23:19:00" ] }
+{ "checkin_id": 13, "business_id": "-0KMvRFwDWdVBeTpT11iHw", "dates": [ "2012-07-13 21:43:57", "2016-12-24 02:27:31", "2017-08-31 00:35:26" ] }
+{ "checkin_id": 14, "business_id": "-0LPtgJC31FWMrMv317p0Q", "dates": [ "2013-04-13 12:35:33", "2013-08-19 23:35:49", "2013-10-04 19:14:56" ] }
+{ "checkin_id": 15, "business_id": "-0M3o2uWBnQZwd3hmfEwuw", "dates": [ "2016-09-10 19:26:19", "2018-09-08 14:15:37", "2019-09-13 22:47:25" ] }
+{ "checkin_id": 16, "business_id": "-0RRiWDtfnS16AKCtfvBZg", "dates": [ "2017-05-19 14:30:16", "2017-05-19 14:30:25", "2017-08-28 15:49:37", "2017-09-20 20:19:51", "2017-10-01 16:31:05", "2017-10-01 16:56:27", "2017-12-27 23:33:20" ] }
+{ "checkin_id": 17, "business_id": "-0Soj75v-XoRcf2ERr8Bmg", "dates": [ "2019-06-05 18:22:49" ] }
+{ "checkin_id": 18, "business_id": "-0ZumLlFjMh4ZW1z2nXGug", "dates": [ "2011-09-24 21:37:32", "2014-03-10 20:20:07", "2015-05-27 00:40:24", "2015-08-29 17:58:15", "2018-03-16 15:03:26" ] }
+{ "checkin_id": 19, "business_id": "-0aOudcaAyac0VJbMX-L1g", "dates": [ "2015-03-16 23:51:16", "2015-12-21 04:48:01", "2016-10-28 20:22:42", "2016-10-28 20:23:00" ] }
+{ "checkin_id": 20, "business_id": "-0b86isaXMY0v4g-V8GZ9Q", "dates": [ "2013-10-22 16:49:21", "2014-11-21 17:39:24" ] }
+{ "checkin_id": 21, "business_id": "-0d-BfFSU0bwLcnMaGRxYw", "dates": [ "2014-08-07 18:30:48", "2014-09-16 20:41:45", "2014-10-12 23:22:27", "2015-07-21 20:43:56", "2015-07-21 20:45:07" ] }
+{ "checkin_id": 22, "business_id": "-0jz6c3C6i7RG7Ag22K-Pg", "dates": [ "2015-05-02 19:49:05", "2015-05-06 03:52:18", "2015-09-26 01:13:19" ] }
+{ "checkin_id": 23, "business_id": "-0y3MZU2oYP8r1ruDP1bfQ", "dates": [ "2015-04-11 13:14:14", "2015-11-21 16:05:56", "2016-05-06 14:10:04", "2017-08-09 15:15:10", "2017-10-21 15:12:56" ] }
+{ "checkin_id": 24, "business_id": "-1BPe8UjF2_l3nVk-DFUjA", "dates": [ "2015-12-03 18:44:00", "2016-03-17 18:19:21", "2016-11-02 15:58:38" ] }
+{ "checkin_id": 25, "business_id": "-1E2CQu_38mkghvmZgCCRw", "dates": [ "2019-04-04 22:02:37" ] }
+{ "checkin_id": 26, "business_id": "-1wzk43IZ5D9Ysu6kzb5xA", "dates": [ "2019-02-27 14:03:08" ] }
+{ "checkin_id": 27, "business_id": "-23R9P2eG7VTc6DVLjFKzA", "dates": [ "2011-12-21 19:02:51", "2012-04-15 04:21:39", "2012-04-15 14:23:56", "2013-06-30 22:39:51", "2013-10-04 20:34:13", "2014-07-16 02:28:40" ] }
+{ "checkin_id": 28, "business_id": "-26MGfikhJiTfCI-GqmzhQ", "dates": [ "2018-06-13 20:16:07" ] }
+{ "checkin_id": 29, "business_id": "-2bLuJsMZ0WhI9daurVQNQ", "dates": [ "2015-05-29 16:46:17", "2015-06-01 15:03:53" ] }
+{ "checkin_id": 30, "business_id": "-2hDBMaza_ldqnZdiU06LQ", "dates": [ "2011-10-08 12:02:23", "2014-08-18 02:11:11", "2016-01-07 05:27:51", "2016-10-21 20:15:55", "2016-12-01 03:57:10", "2016-12-29 01:54:42", "2018-07-22 19:55:31", "2018-09-07 01:42:54", "2019-03-08 03:41:06" ] }
diff --git a/asterixdb/asterix-app/pom.xml b/asterixdb/asterix-app/pom.xml
index 73d425a..51ede69 100644
--- a/asterixdb/asterix-app/pom.xml
+++ b/asterixdb/asterix-app/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-app</artifactId>
   <licenses>
@@ -150,12 +150,11 @@
         <configuration>
           <ignoredUsedUndeclaredDependencies combine.children="append">
             <ignoredUsedUndeclaredDependency>commons-logging:commons-logging-api:*</ignoredUsedUndeclaredDependency>
-            <ignoredUsedUndeclaredDependency>org.apache.hive:hive-exec:*</ignoredUsedUndeclaredDependency>
           </ignoredUsedUndeclaredDependencies>
           <usedDependencies combine.children="append">
             <usedDependency>org.apache.hadoop:hadoop-common</usedDependency>
-            <usedDependency>org.apache.asterix:asterix-fuzzyjoin</usedDependency>
             <usedDependency>org.apache.asterix:asterix-geo</usedDependency>
+            <usedDependency>org.apache.tomcat:tomcat-annotations-api</usedDependency>
           </usedDependencies>
           <ignoredUnusedDeclaredDependencies>
             <ignoredUnusedDeclaredDependency>org.apache.asterix:asterix-external-data:zip:*</ignoredUnusedDeclaredDependency>
@@ -587,16 +586,6 @@
       <artifactId>hadoop-hdfs</artifactId>
       <classifier>tests</classifier>
       <scope>test</scope>
-      <exclusions>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty</artifactId>
-        </exclusion>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty-all</artifactId>
-        </exclusion>
-      </exclusions>
     </dependency>
     <dependency>
       <groupId>org.apache.hadoop</groupId>
@@ -725,16 +714,6 @@
       <groupId>org.apache.hadoop</groupId>
       <artifactId>hadoop-hdfs</artifactId>
       <scope>test</scope>
-      <exclusions>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty</artifactId>
-        </exclusion>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty-all</artifactId>
-        </exclusion>
-      </exclusions>
     </dependency>
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
@@ -771,13 +750,13 @@
     </dependency>
     <dependency>
       <groupId>org.apache.asterix</groupId>
-      <artifactId>asterix-fuzzyjoin</artifactId>
+      <artifactId>asterix-geo</artifactId>
       <version>${project.version}</version>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.asterix</groupId>
-      <artifactId>asterix-geo</artifactId>
+      <artifactId>asterix-fuzzyjoin</artifactId>
       <version>${project.version}</version>
       <scope>test</scope>
     </dependency>
@@ -895,6 +874,15 @@
       <groupId>org.apache.logging.log4j</groupId>
       <artifactId>log4j-1.2-api</artifactId>
     </dependency>
+    <!-- Google Cloud Storage SDK -->
+    <dependency>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-storage</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.tomcat</groupId>
+      <artifactId>tomcat-annotations-api</artifactId>
+    </dependency>
     <!-- Needed for inferring the schema for writing Parquet files -->
     <dependency>
       <groupId>org.kitesdk</groupId>
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/APIFramework.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/APIFramework.java
index 920b0d9..3a9d54d 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/APIFramework.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/APIFramework.java
@@ -33,7 +33,9 @@
 
 import org.apache.asterix.algebra.base.ILangExpressionToPlanTranslator;
 import org.apache.asterix.algebra.base.ILangExpressionToPlanTranslatorFactory;
+import org.apache.asterix.api.http.server.ResultUtil;
 import org.apache.asterix.app.result.fields.ExplainOnlyResultsPrinter;
+import org.apache.asterix.app.result.fields.SignaturePrinter;
 import org.apache.asterix.common.api.INodeJobTracker;
 import org.apache.asterix.common.api.IResponsePrinter;
 import org.apache.asterix.common.config.CompilerProperties;
@@ -64,6 +66,7 @@
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.Query;
 import org.apache.asterix.lang.common.statement.StartFeedStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
 import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.lang.sqlpp.rewrites.SqlppQueryRewriter;
@@ -139,7 +142,7 @@
             CompilerProperties.COMPILER_EXTERNALSCANMEMORY_KEY, CompilerProperties.COMPILER_INDEXONLY_KEY,
             CompilerProperties.COMPILER_INTERNAL_SANITYCHECK_KEY,
             CompilerProperties.COMPILER_EXTERNAL_FIELD_PUSHDOWN_KEY, CompilerProperties.COMPILER_SUBPLAN_MERGE_KEY,
-            CompilerProperties.COMPILER_SUBPLAN_NESTEDPUSHDOWN_KEY,
+            CompilerProperties.COMPILER_SUBPLAN_NESTEDPUSHDOWN_KEY, CompilerProperties.COMPILER_ARRAYINDEX_KEY,
             CompilerProperties.COMPILER_MIN_MEMORY_ALLOCATION_KEY, FunctionUtil.IMPORT_PRIVATE_FUNCTIONS,
             FuzzyUtils.SIM_FUNCTION_PROP_NAME, FuzzyUtils.SIM_THRESHOLD_PROP_NAME,
             StartFeedStatement.WAIT_FOR_COMPLETION, FeedActivityDetails.FEED_POLICY_NAME,
@@ -147,7 +150,7 @@
             SqlppExpressionToPlanTranslator.REWRITE_IN_AS_OR_OPTION, "hash_merge", "output-record-type",
             DisjunctivePredicateToJoinRule.REWRITE_OR_AS_JOIN_OPTION,
             SetAsterixPhysicalOperatorsRule.REWRITE_ATTEMPT_BATCH_ASSIGN,
-            EquivalenceClassUtils.REWRITE_INTERNAL_QUERYUID_PK);
+            EquivalenceClassUtils.REWRITE_INTERNAL_QUERYUID_PK, SqlppQueryRewriter.SQL_COMPAT_OPTION);
 
     private final IRewriterFactory rewriterFactory;
     private final IAstPrintVisitorFactory astPrintVisitorFactory;
@@ -186,9 +189,9 @@
     }
 
     public Pair<IReturningStatement, Integer> reWriteQuery(List<FunctionDecl> declaredFunctions,
-            MetadataProvider metadataProvider, IReturningStatement q, SessionOutput output,
-            boolean allowNonStoredUdfCalls, boolean inlineUdfs, Collection<VarIdentifier> externalVars,
-            IWarningCollector warningCollector) throws CompilationException {
+            List<ViewDecl> declaredViews, MetadataProvider metadataProvider, IReturningStatement q,
+            SessionOutput output, boolean allowNonStoredUdfCalls, boolean inlineUdfsAndViews,
+            Collection<VarIdentifier> externalVars, IWarningCollector warningCollector) throws CompilationException {
         if (q == null) {
             return null;
         }
@@ -197,9 +200,9 @@
             generateExpressionTree(q);
         }
         IQueryRewriter rw = rewriterFactory.createQueryRewriter();
-        LangRewritingContext rwCtx =
-                new LangRewritingContext(metadataProvider, declaredFunctions, warningCollector, q.getVarCounter());
-        rw.rewrite(rwCtx, q, allowNonStoredUdfCalls, inlineUdfs, externalVars);
+        LangRewritingContext rwCtx = new LangRewritingContext(metadataProvider, declaredFunctions, declaredViews,
+                warningCollector, q.getVarCounter());
+        rw.rewrite(rwCtx, q, allowNonStoredUdfCalls, inlineUdfsAndViews, externalVars);
         return new Pair<>(q, q.getVarCounter());
     }
 
@@ -277,14 +280,34 @@
                 }
             }
         }
+
+        if (conf.getClientType() == SessionConfig.ClientType.JDBC) {
+            executionPlans.setStatementCategory(Statement.Category.toString(getStatementCategory(query, statement)));
+            if (!conf.isExecuteQuery()) {
+                String stmtParams = ResultUtil.ParseOnlyResult.printStatementParameters(externalVars.keySet(), v -> v);
+                executionPlans.setStatementParameters(stmtParams);
+            }
+            if (isExplainOnly) {
+                executionPlans.setExplainOnly(true);
+            } else if (isQuery) {
+                executionPlans.setSignature(SignaturePrinter.generateFlatSignature(resultMetadata));
+            }
+        }
+
+        boolean printSignature = isQuery && requestParameters != null && requestParameters.isPrintSignature();
+
         if (isExplainOnly) {
-            printPlanAsResult(metadataProvider, output, printer);
+            printPlanAsResult(metadataProvider, output, printer, printSignature);
             if (!conf.is(SessionConfig.OOB_OPTIMIZED_LOGICAL_PLAN)) {
                 executionPlans.setOptimizedLogicalPlan(null);
             }
             return null;
         }
 
+        if (printSignature) {
+            printer.addResultPrinter(SignaturePrinter.newInstance(executionPlans));
+        }
+
         if (!conf.isGenerateJobSpec()) {
             return null;
         }
@@ -297,6 +320,7 @@
         builder.setHashFunctionFactoryProvider(format.getBinaryHashFunctionFactoryProvider());
         builder.setHashFunctionFamilyProvider(format.getBinaryHashFunctionFamilyProvider());
         builder.setMissingWriterFactory(format.getMissingWriterFactory());
+        builder.setNullWriterFactory(format.getNullWriterFactory());
         builder.setUnnestingPositionWriterFactory(format.getUnnestingPositionWriterFactory());
         builder.setPredicateEvaluatorFactoryProvider(format.getPredicateEvaluatorFactoryProvider());
         builder.setPrinterProvider(getPrinterFactoryProvider(format, conf.fmt()));
@@ -327,9 +351,12 @@
         return spec;
     }
 
-    private void printPlanAsResult(MetadataProvider metadataProvider, SessionOutput output, IResponsePrinter printer)
-            throws AlgebricksException {
+    private void printPlanAsResult(MetadataProvider metadataProvider, SessionOutput output, IResponsePrinter printer,
+            boolean printSignature) throws AlgebricksException {
         try {
+            if (printSignature) {
+                printer.addResultPrinter(SignaturePrinter.INSTANCE);
+            }
             printer.addResultPrinter(new ExplainOnlyResultsPrinter(metadataProvider.getApplicationContext(),
                     executionPlans.getOptimizedLogicalPlan(), output));
             printer.printResults();
@@ -343,6 +370,8 @@
         switch (outputFormat) {
             case LOSSLESS_JSON:
                 return format.getLosslessJSONPrinterFactoryProvider();
+            case LOSSLESS_ADM_JSON:
+                return format.getLosslessADMJSONPrinterFactoryProvider();
             case CSV:
                 return format.getCSVPrinterFactoryProvider();
             case ADM:
@@ -359,6 +388,11 @@
                 : PlanPrettyPrinter.createStringPlanPrettyPrinter();
     }
 
+    private byte getStatementCategory(Query query, ICompiledDmlStatement statement) {
+        return statement != null ? statement.getCategory()
+                : query != null ? Statement.Category.QUERY : Statement.Category.DDL;
+    }
+
     public void executeJobArray(IHyracksClientConnection hcc, JobSpecification[] specs, PrintWriter out)
             throws Exception {
         for (JobSpecification spec : specs) {
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/ResultMetadata.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/ResultMetadata.java
index 35e8daf..94360a1 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/ResultMetadata.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/common/ResultMetadata.java
@@ -18,6 +18,7 @@
  */
 package org.apache.asterix.api.common;
 
+import java.util.List;
 import java.util.Set;
 
 import org.apache.asterix.translator.SessionConfig;
@@ -36,6 +37,7 @@
     private long diskIoCount;
     private Set<Warning> warnings;
     private long totalWarningsCount;
+    private transient List<Object> outputTypes;
 
     public ResultMetadata(SessionConfig.OutputFormat format) {
         this.format = format;
@@ -95,6 +97,15 @@
     }
 
     @Override
+    public void setOutputTypes(List<Object> typeList) {
+        this.outputTypes = typeList;
+    }
+
+    public List<Object> getOutputTypes() {
+        return outputTypes;
+    }
+
+    @Override
     public String toString() {
         return "ResultMetadata{" + "format=" + format + ", jobDuration=" + jobDuration + ", processedObjects="
                 + processedObjects + ", diskIoCount=" + diskIoCount + '}';
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/AbstractNCUdfServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/AbstractNCUdfServlet.java
index 5a3cde6..9c8cc5e 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/AbstractNCUdfServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/AbstractNCUdfServlet.java
@@ -18,7 +18,6 @@
  */
 package org.apache.asterix.api.http.server;
 
-import static org.apache.asterix.api.http.server.ServletConstants.HYRACKS_CONNECTION_ATTR;
 import static org.apache.asterix.common.functions.ExternalFunctionLanguage.JAVA;
 import static org.apache.asterix.common.functions.ExternalFunctionLanguage.PYTHON;
 
@@ -41,8 +40,8 @@
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.api.application.INCServiceContext;
-import org.apache.hyracks.api.client.IHyracksClientConnection;
 import org.apache.hyracks.api.exceptions.IFormattedException;
+import org.apache.hyracks.control.common.controllers.NCConfig;
 import org.apache.hyracks.control.common.work.SynchronizableWork;
 import org.apache.hyracks.control.nc.NodeControllerService;
 import org.apache.hyracks.http.api.IServletResponse;
@@ -134,19 +133,11 @@
     }
 
     URI createDownloadURI(Path file) throws Exception {
+        String host = appCtx.getServiceContext().getAppConfig().getString(NCConfig.Option.PUBLIC_ADDRESS);
         String path = paths[0].substring(0, servletPathLengths[0]) + GET_UDF_DIST_ENDPOINT + '/' + file.getFileName();
-        String host = getHyracksClientConnection().getHost();
         return new URI(httpServerProtocol.toString(), null, host, httpServerPort, path, null, null);
     }
 
-    IHyracksClientConnection getHyracksClientConnection() throws Exception { // NOSONAR
-        IHyracksClientConnection hcc = (IHyracksClientConnection) ctx.get(HYRACKS_CONNECTION_ATTR);
-        if (hcc == null) {
-            throw new RuntimeDataException(ErrorCode.PROPERTY_NOT_SET, HYRACKS_CONNECTION_ATTR);
-        }
-        return hcc;
-    }
-
     private boolean isNotAttribute(InterfaceHttpData field) {
         return field == null || !field.getHttpDataType().equals(InterfaceHttpData.HttpDataType.Attribute);
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ApiServlet.java
index c5eb69d..081c69a 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ApiServlet.java
@@ -151,7 +151,7 @@
             long startTime = System.currentTimeMillis();
             final IRequestParameters requestParameters = new RequestParameters(requestReference, query, resultSet,
                     new ResultProperties(IStatementExecutor.ResultDelivery.IMMEDIATE), new IStatementExecutor.Stats(),
-                    new IStatementExecutor.StatementProperties(), null, null, null, null, true);
+                    new IStatementExecutor.StatementProperties(), null, null, null, null, null, true);
             translator.compileAndExecute(hcc, requestParameters);
             long endTime = System.currentTimeMillis();
             duration = (endTime - startTime) / 1000.00;
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/BasicAuthServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/BasicAuthServlet.java
index 9dc971a..061ceb9 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/BasicAuthServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/BasicAuthServlet.java
@@ -168,4 +168,9 @@
     private static String generateRandomString(int size) {
         return RandomStringUtils.randomAlphanumeric(size);
     }
+
+    @Override
+    public boolean ignoresQueryParameters(HttpMethod method) {
+        return delegate.ignoresQueryParameters(method);
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ClusterApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ClusterApiServlet.java
index bdc1bd7..eaeb082 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ClusterApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ClusterApiServlet.java
@@ -83,7 +83,7 @@
             }
             JSONUtil.writeNode(responseWriter, json);
         } catch (IllegalArgumentException e) { // NOSONAR - exception not logged or rethrown
-            response.setStatus(HttpResponseStatus.NOT_FOUND);
+            sendError(response, HttpResponseStatus.NOT_FOUND);
         } catch (Exception e) {
             LOGGER.log(Level.INFO, "exception thrown for " + request, e);
             response.setStatus(HttpResponseStatus.INTERNAL_SERVER_ERROR);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/DiagnosticsApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/DiagnosticsApiServlet.java
index 9876eed..5e4b376 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/DiagnosticsApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/DiagnosticsApiServlet.java
@@ -79,10 +79,10 @@
         } catch (RejectedExecutionException e) {
             // we must be shutting down, return 503
             LOGGER.info("RejectedExecutionException while servicing request; returning 503", e);
-            sendError(response, HttpResponseStatus.SERVICE_UNAVAILABLE, null);
+            sendError(response, HttpResponseStatus.SERVICE_UNAVAILABLE);
         } catch (Exception e) {
             LOGGER.warn("exception while servicing request; returning 500", e);
-            sendError(response, HttpResponseStatus.INTERNAL_SERVER_ERROR, e.toString());
+            sendError(response, HttpResponseStatus.INTERNAL_SERVER_ERROR);
         }
         responseWriter.flush();
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCQueryServiceServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCQueryServiceServlet.java
index 2189c17..1ec7405 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCQueryServiceServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCQueryServiceServlet.java
@@ -32,6 +32,7 @@
 import org.apache.asterix.app.message.ExecuteStatementResponseMessage;
 import org.apache.asterix.app.result.ResponsePrinter;
 import org.apache.asterix.app.result.fields.NcResultPrinter;
+import org.apache.asterix.app.result.fields.SignaturePrinter;
 import org.apache.asterix.common.api.IApplicationContext;
 import org.apache.asterix.common.api.IRequestReference;
 import org.apache.asterix.common.config.GlobalConfig;
@@ -44,6 +45,7 @@
 import org.apache.asterix.translator.ResultProperties;
 import org.apache.asterix.translator.SessionOutput;
 import org.apache.hyracks.api.application.INCServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.Warning;
 import org.apache.hyracks.api.util.ExceptionUtils;
 import org.apache.hyracks.http.api.IChannelClosedHandler;
@@ -75,6 +77,7 @@
             QueryServiceRequestParameters param, RequestExecutionState executionState,
             Map<String, String> optionalParameters, Map<String, byte[]> statementParameters,
             ResponsePrinter responsePrinter, List<Warning> warnings) throws Exception {
+        ensureOptionalParameters(optionalParameters);
         // Running on NC -> send 'execute' message to CC
         INCServiceContext ncCtx = (INCServiceContext) serviceCtx;
         INCMessageBroker ncMb = (INCMessageBroker) ncCtx.getMessageBroker();
@@ -122,6 +125,9 @@
         // if the was no error, we can set the result status to success
         executionState.setStatus(ResultStatus.SUCCESS, HttpResponseStatus.OK);
         updateStatsFromCC(stats, responseMsg);
+        if (param.isSignature() && delivery != IStatementExecutor.ResultDelivery.ASYNC && !param.isParseOnly()) {
+            responsePrinter.addResultPrinter(SignaturePrinter.newInstance(responseMsg.getExecutionPlans()));
+        }
         if (hasResult(responseMsg)) {
             responsePrinter.addResultPrinter(
                     new NcResultPrinter(appCtx, responseMsg, getResultSet(), delivery, sessionOutput, stats));
@@ -130,17 +136,23 @@
         buildResponseResults(responsePrinter, sessionOutput, responseMsg.getExecutionPlans(), warnings);
     }
 
+    protected void ensureOptionalParameters(Map<String, String> optionalParameters) throws HyracksDataException {
+
+    }
+
     protected ExecuteStatementRequestMessage createRequestMessage(IServletRequest request,
             IRequestReference requestReference, String statementsText, SessionOutput sessionOutput,
             ResultProperties resultProperties, QueryServiceRequestParameters param,
             Map<String, String> optionalParameters, Map<String, byte[]> statementParameters, INCServiceContext ncCtx,
             MessageFuture responseFuture, ILangExtension.Language queryLanguage, String handleUrl,
             int stmtCategoryRestrictionMask, boolean forceDropDataset) {
-        return new ExecuteStatementRequestMessage(ncCtx.getNodeId(), responseFuture.getFutureId(), queryLanguage,
-                statementsText, sessionOutput.config(), resultProperties.getNcToCcResultProperties(),
-                param.getClientContextID(), handleUrl, optionalParameters, statementParameters,
-                param.isMultiStatement(), param.getProfileType(), stmtCategoryRestrictionMask, requestReference,
-                forceDropDataset);
+        ExecuteStatementRequestMessage requestMessage = new ExecuteStatementRequestMessage(ncCtx.getNodeId(),
+                responseFuture.getFutureId(), queryLanguage, statementsText, sessionOutput.config(),
+                resultProperties.getNcToCcResultProperties(), param.getClientContextID(), param.getDataverse(),
+                handleUrl, optionalParameters, statementParameters, param.isMultiStatement(), param.getProfileType(),
+                stmtCategoryRestrictionMask, requestReference, forceDropDataset);
+        requestMessage.setSQLCompatMode(param.isSQLCompatMode());
+        return requestMessage;
     }
 
     private void cancelQuery(INCMessageBroker messageBroker, String nodeId, String uuid, String clientContextID,
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCUdfApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCUdfApiServlet.java
index 9efb6f8..3d0f7fc 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCUdfApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/NCUdfApiServlet.java
@@ -295,7 +295,7 @@
         responseWriter.flush();
     }
 
-    protected boolean isRequestPermittedForWrite(IServletRequest request, IServletResponse response) {
+    protected boolean isRequestPermitted(IServletRequest request, IServletResponse response) throws IOException {
         if (!isRequestOnLoopback(request)) {
             rejectForbidden(response);
             return false;
@@ -313,21 +313,22 @@
         }
     }
 
-    protected static void rejectForbidden(IServletResponse response) {
-        response.setStatus(HttpResponseStatus.FORBIDDEN);
-        response.writer().write("{ \"error\": \"Forbidden\" }");
+    protected void rejectForbidden(IServletResponse response) throws IOException {
+        // TODO: why this JSON format, do we use this anywhere else?
+        sendError(response, HttpUtil.ContentType.APPLICATION_JSON, HttpResponseStatus.FORBIDDEN,
+                "{ \"error\": \"Forbidden\" }");
     }
 
     @Override
-    protected void post(IServletRequest request, IServletResponse response) {
-        if (isRequestPermittedForWrite(request, response)) {
+    protected void post(IServletRequest request, IServletResponse response) throws IOException {
+        if (isRequestPermitted(request, response)) {
             handleModification(request, response, LibraryOperation.UPSERT);
         }
     }
 
     @Override
-    protected void delete(IServletRequest request, IServletResponse response) {
-        if (isRequestPermittedForWrite(request, response)) {
+    protected void delete(IServletRequest request, IServletResponse response) throws IOException {
+        if (isRequestPermitted(request, response)) {
             handleModification(request, response, LibraryOperation.DELETE);
         }
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryResultApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryResultApiServlet.java
index f705b89..981cdc9 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryResultApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryResultApiServlet.java
@@ -94,7 +94,8 @@
             SessionOutput sessionOutput = initResponse(request, response, metadata.getFormat());
             ResponsePrinter printer = new ResponsePrinter(sessionOutput);
             if (metadata.getFormat() == SessionConfig.OutputFormat.CLEAN_JSON
-                    || metadata.getFormat() == SessionConfig.OutputFormat.LOSSLESS_JSON) {
+                    || metadata.getFormat() == SessionConfig.OutputFormat.LOSSLESS_JSON
+                    || metadata.getFormat() == SessionConfig.OutputFormat.LOSSLESS_ADM_JSON) {
                 final Stats stats = new Stats();
                 printer.begin();
                 printer.addResultPrinter(new ResultsPrinter(appCtx, resultReader, null, stats, sessionOutput));
@@ -150,7 +151,8 @@
         // If it's JSON or ADM, check for the "wrapper-array" flag. Default is
         // "true" for JSON and "false" for ADM. (Not applicable for CSV.)
         boolean wrapperArray =
-                format == SessionConfig.OutputFormat.CLEAN_JSON || format == SessionConfig.OutputFormat.LOSSLESS_JSON;
+                format == SessionConfig.OutputFormat.CLEAN_JSON || format == SessionConfig.OutputFormat.LOSSLESS_JSON
+                        || format == SessionConfig.OutputFormat.LOSSLESS_ADM_JSON;
         String wrapperParam = request.getParameter("wrapper-array");
         if (wrapperParam != null) {
             wrapperArray = Boolean.valueOf(wrapperParam);
@@ -167,6 +169,8 @@
             case ADM:
                 HttpUtil.setContentType(response, "application/x-adm", request);
                 break;
+            case LOSSLESS_ADM_JSON:
+                // No need to reflect in output type; fall through
             case CLEAN_JSON:
                 // No need to reflect "clean-ness" in output type; fall through
             case LOSSLESS_JSON:
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceRequestParameters.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceRequestParameters.java
index 3211f62..df068c0 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceRequestParameters.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceRequestParameters.java
@@ -33,6 +33,7 @@
 import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.asterix.translator.IStatementExecutor.ResultDelivery;
 import org.apache.asterix.translator.IStatementExecutor.Stats.ProfileType;
+import org.apache.asterix.translator.SessionConfig.ClientType;
 import org.apache.asterix.translator.SessionConfig.OutputFormat;
 import org.apache.asterix.translator.SessionConfig.PlanFormat;
 import org.apache.commons.lang3.StringUtils;
@@ -60,6 +61,8 @@
         STATEMENT("statement"),
         FORMAT("format"),
         CLIENT_ID("client_context_id"),
+        CLIENT_TYPE("client-type"),
+        DATAVERSE("dataverse"),
         PRETTY("pretty"),
         MODE("mode"),
         TIMEOUT("timeout"),
@@ -70,12 +73,14 @@
         LOGICAL_PLAN("logical-plan"),
         OPTIMIZED_LOGICAL_PLAN("optimized-logical-plan"),
         PARSE_ONLY("parse-only"),
+        COMPILE_ONLY("compile-only"),
         READ_ONLY("readonly"),
         JOB("job"),
         PROFILE("profile"),
         SIGNATURE("signature"),
         MULTI_STATEMENT("multi-statement"),
-        MAX_WARNINGS("max-warnings");
+        MAX_WARNINGS("max-warnings"),
+        SQL_COMPAT("sql-compat");
 
         private final String str;
 
@@ -90,7 +95,8 @@
 
     private enum Attribute {
         HEADER("header"),
-        LOSSLESS("lossless");
+        LOSSLESS("lossless"),
+        LOSSLESS_ADM("lossless-adm");
 
         private final String str;
 
@@ -105,6 +111,8 @@
 
     private static final Map<String, PlanFormat> planFormats = ImmutableMap.of(HttpUtil.ContentType.JSON,
             PlanFormat.JSON, "clean_json", PlanFormat.JSON, "string", PlanFormat.STRING);
+    private static final Map<String, ClientType> clientTypes =
+            ImmutableMap.of("asterix", ClientType.ASTERIX, "jdbc", ClientType.JDBC);
     private static final Map<String, Boolean> booleanValues =
             ImmutableMap.of(Boolean.TRUE.toString(), Boolean.TRUE, Boolean.FALSE.toString(), Boolean.FALSE);
     private static final Map<String, Boolean> csvHeaderValues =
@@ -115,6 +123,8 @@
     private String path;
     private String statement;
     private String clientContextID;
+    private String dataverse;
+    private ClientType clientType = ClientType.ASTERIX;
     private OutputFormat format = OutputFormat.CLEAN_JSON;
     private ResultDelivery mode = ResultDelivery.IMMEDIATE;
     private PlanFormat planFormat = PlanFormat.JSON;
@@ -124,6 +134,7 @@
     private boolean pretty = false;
     private boolean expressionTree = false;
     private boolean parseOnly = false; // don't execute; simply check for syntax correctness and named parameters.
+    private boolean compileOnly = false; // don't execute; compile only.
     private boolean readOnly = false; // only allow statements belonging to QUERY category, fail for other categories.
     private boolean rewrittenExpressionTree = false;
     private boolean logicalPlan = false;
@@ -132,6 +143,7 @@
     private boolean isCSVWithHeader = false;
     private boolean signature = true;
     private boolean multiStatement = true;
+    private boolean sqlCompatMode = false;
     private long timeout = TimeUnit.MILLISECONDS.toMillis(Long.MAX_VALUE);
     private long maxResultReads = 1L;
     private long maxWarnings = 0L;
@@ -197,6 +209,22 @@
         this.clientContextID = clientContextID;
     }
 
+    public ClientType getClientType() {
+        return clientType;
+    }
+
+    public void setClientType(ClientType clientType) {
+        this.clientType = Objects.requireNonNull(clientType);
+    }
+
+    public String getDataverse() {
+        return dataverse;
+    }
+
+    public void setDataverse(String dataverse) {
+        this.dataverse = dataverse;
+    }
+
     public ResultDelivery getMode() {
         return mode;
     }
@@ -279,6 +307,14 @@
         return parseOnly;
     }
 
+    public void setCompileOnly(boolean compileOnly) {
+        this.compileOnly = compileOnly;
+    }
+
+    public boolean isCompileOnly() {
+        return compileOnly;
+    }
+
     public void setReadOnly(boolean readOnly) {
         this.readOnly = readOnly;
     }
@@ -324,6 +360,14 @@
         this.multiStatement = multiStatement;
     }
 
+    public boolean isSQLCompatMode() {
+        return sqlCompatMode;
+    }
+
+    public void setSQLCompatMode(boolean sqlCompatMode) {
+        this.sqlCompatMode = sqlCompatMode;
+    }
+
     public void setMaxWarnings(long maxWarnings) {
         this.maxWarnings = maxWarnings;
     }
@@ -340,6 +384,8 @@
         object.put("pretty", pretty);
         object.put("mode", mode.getName());
         object.put("clientContextID", clientContextID);
+        object.put("clientType", clientType.toString());
+        object.put("dataverse", dataverse);
         object.put("format", format.toString());
         object.put("timeout", timeout);
         object.put("maxResultReads", maxResultReads);
@@ -355,6 +401,7 @@
         object.put("parseOnly", parseOnly);
         object.put("readOnly", readOnly);
         object.put("maxWarnings", maxWarnings);
+        object.put("sqlCompat", sqlCompatMode);
         if (statementParams != null) {
             for (Map.Entry<String, JsonNode> statementParam : statementParams.entrySet()) {
                 object.set('$' + statementParam.getKey(), statementParam.getValue());
@@ -413,6 +460,7 @@
             throws HyracksDataException {
         setStatement(valGetter.apply(req, Parameter.STATEMENT.str()));
         setClientContextID(valGetter.apply(req, Parameter.CLIENT_ID.str()));
+        setDataverse(valGetter.apply(req, Parameter.DATAVERSE.str()));
 
         setFormatIfExists(req, acceptHeader, Parameter.FORMAT.str(), valGetter);
         setMode(parseIfExists(req, Parameter.MODE.str(), valGetter, getMode(), ResultDelivery::fromName));
@@ -429,12 +477,15 @@
                 parseBoolean(req, Parameter.REWRITTEN_EXPRESSION_TREE.str(), valGetter, isRewrittenExpressionTree()));
         setLogicalPlan(parseBoolean(req, Parameter.LOGICAL_PLAN.str(), valGetter, isLogicalPlan()));
         setParseOnly(parseBoolean(req, Parameter.PARSE_ONLY.str(), valGetter, isParseOnly()));
+        setCompileOnly(parseBoolean(req, Parameter.COMPILE_ONLY.str, valGetter, isCompileOnly()));
         setReadOnly(parseBoolean(req, Parameter.READ_ONLY.str(), valGetter, isReadOnly()));
         setOptimizedLogicalPlan(
                 parseBoolean(req, Parameter.OPTIMIZED_LOGICAL_PLAN.str(), valGetter, isOptimizedLogicalPlan()));
         setMultiStatement(parseBoolean(req, Parameter.MULTI_STATEMENT.str(), valGetter, isMultiStatement()));
         setJob(parseBoolean(req, Parameter.JOB.str(), valGetter, isJob()));
         setSignature(parseBoolean(req, Parameter.SIGNATURE.str(), valGetter, isSignature()));
+        setClientType(parseIfExists(req, Parameter.CLIENT_TYPE.str(), valGetter, getClientType(), clientTypes::get));
+        setSQLCompatMode(parseBoolean(req, Parameter.SQL_COMPAT.str(), valGetter, isSQLCompatMode()));
     }
 
     protected void setExtraParams(JsonNode jsonRequest) throws HyracksDataException {
@@ -586,8 +637,11 @@
         if (mimeSplits.length > 0) {
             String format = mimeSplits[0].toLowerCase().trim();
             if (format.equals(HttpUtil.ContentType.APPLICATION_JSON)) {
-                return Pair.of(hasValue(mimeSplits, Attribute.LOSSLESS.str(), booleanValues)
-                        ? OutputFormat.LOSSLESS_JSON : OutputFormat.CLEAN_JSON, Boolean.FALSE);
+                return Pair
+                        .of(hasValue(mimeSplits, Attribute.LOSSLESS.str(), booleanValues) ? OutputFormat.LOSSLESS_JSON
+                                : hasValue(mimeSplits, Attribute.LOSSLESS_ADM.str(), booleanValues)
+                                        ? OutputFormat.LOSSLESS_ADM_JSON : OutputFormat.CLEAN_JSON,
+                                Boolean.FALSE);
             } else if (format.equals(HttpUtil.ContentType.TEXT_CSV)) {
                 return Pair.of(OutputFormat.CSV,
                         hasValue(mimeSplits, Attribute.HEADER.str(), csvHeaderValues) ? Boolean.TRUE : Boolean.FALSE);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceServlet.java
index abe9716..9f83aa8 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/QueryServiceServlet.java
@@ -46,7 +46,6 @@
 import org.apache.asterix.app.result.fields.PlansPrinter;
 import org.apache.asterix.app.result.fields.ProfilePrinter;
 import org.apache.asterix.app.result.fields.RequestIdPrinter;
-import org.apache.asterix.app.result.fields.SignaturePrinter;
 import org.apache.asterix.app.result.fields.StatusPrinter;
 import org.apache.asterix.app.result.fields.TypePrinter;
 import org.apache.asterix.app.result.fields.WarningsPrinter;
@@ -63,6 +62,7 @@
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.asterix.compiler.provider.ILangCompilationProvider;
+import org.apache.asterix.hyracks.bootstrap.ApplicationConfigurator;
 import org.apache.asterix.lang.common.base.IParser;
 import org.apache.asterix.lang.common.base.IParserFactory;
 import org.apache.asterix.lang.common.base.Statement;
@@ -145,6 +145,10 @@
             response.setHeader("Access-Control-Allow-Origin", request.getHeader("Origin"));
         }
         response.setHeader("Access-Control-Allow-Headers", "Origin, X-Requested-With, Content-Type, Accept");
+        String server = getServerHeaderValue();
+        if (server != null) {
+            HttpUtil.setServerHeader(response, server);
+        }
         response.setStatus(HttpResponseStatus.OK);
     }
 
@@ -292,7 +296,7 @@
                 responsePrinter.addResultPrinter(new ParseOnlyResultPrinter(parseOnlyResult));
             } else {
                 Map<String, byte[]> statementParams = org.apache.asterix.app.translator.RequestParameters
-                        .serializeParameterValues(param.getStatementParams());
+                        .serializeParameterValues(param.getStatementParams(), sessionOutput.config().fmt());
                 setAccessControlHeaders(request, response);
                 stats.setProfileType(param.getProfileType());
                 IStatementExecutor.StatementProperties statementProperties =
@@ -330,9 +334,6 @@
         if (param.getClientContextID() != null && !param.getClientContextID().isEmpty()) {
             responsePrinter.addHeaderPrinter(new ClientContextIdPrinter(param.getClientContextID()));
         }
-        if (param.isSignature() && delivery != ResultDelivery.ASYNC && !param.isParseOnly()) {
-            responsePrinter.addHeaderPrinter(SignaturePrinter.INSTANCE);
-        }
         if (sessionOutput.config().fmt() == SessionConfig.OutputFormat.ADM
                 || sessionOutput.config().fmt() == SessionConfig.OutputFormat.CSV) {
             responsePrinter.addHeaderPrinter(new TypePrinter(sessionOutput.config()));
@@ -479,11 +480,14 @@
         String handleUrl = getHandleUrl(param.getHost(), param.getPath(), delivery);
         sessionOutput.setHandleAppender(ResultUtil.createResultHandleAppender(handleUrl));
         SessionConfig sessionConfig = sessionOutput.config();
+        SessionConfig.ClientType clientType = param.getClientType();
         SessionConfig.OutputFormat format = param.getFormat();
         SessionConfig.PlanFormat planFormat = param.getPlanFormat();
+        sessionConfig.setClientType(clientType);
         sessionConfig.setFmt(format);
         sessionConfig.setPlanFormat(planFormat);
         sessionConfig.setMaxWarnings(param.getMaxWarnings());
+        sessionConfig.setExecuteQuery(!param.isCompileOnly());
         sessionConfig.set(SessionConfig.FORMAT_WRAPPER_ARRAY, true);
         sessionConfig.set(SessionConfig.OOB_EXPR_TREE, param.isExpressionTree());
         sessionConfig.set(SessionConfig.OOB_REWRITTEN_EXPR_TREE, param.isRewrittenExpressionTree());
@@ -492,7 +496,8 @@
         sessionConfig.set(SessionConfig.OOB_HYRACKS_JOB, param.isJob());
         sessionConfig.set(SessionConfig.FORMAT_INDENT_JSON, param.isPretty());
         sessionConfig.set(SessionConfig.FORMAT_QUOTE_RECORD,
-                format != SessionConfig.OutputFormat.CLEAN_JSON && format != SessionConfig.OutputFormat.LOSSLESS_JSON);
+                format != SessionConfig.OutputFormat.CLEAN_JSON && format != SessionConfig.OutputFormat.LOSSLESS_JSON
+                        && format != SessionConfig.OutputFormat.LOSSLESS_ADM_JSON);
         sessionConfig.set(SessionConfig.FORMAT_CSV_HEADER, param.isCSVWithHeader());
     }
 
@@ -510,12 +515,32 @@
             IRequestReference requestReference, String statementsText, IResultSet resultSet,
             ResultProperties resultProperties, Stats stats, IStatementExecutor.StatementProperties statementProperties,
             Map<String, String> optionalParameters, Map<String, IAObject> stmtParams, int stmtCategoryRestriction) {
-        return new RequestParameters(requestReference, statementsText, resultSet, resultProperties, stats,
-                statementProperties, null, param.getClientContextID(), optionalParameters, stmtParams,
-                param.isMultiStatement(), stmtCategoryRestriction);
+        RequestParameters requestParameters = new RequestParameters(requestReference, statementsText, resultSet,
+                resultProperties, stats, statementProperties, null, param.getClientContextID(), param.getDataverse(),
+                optionalParameters, stmtParams, param.isMultiStatement(), stmtCategoryRestriction);
+        requestParameters.setPrintSignature(param.isSignature());
+        requestParameters.setSQLCompatMode(param.isSQLCompatMode());
+        return requestParameters;
     }
 
     protected static boolean isPrintingProfile(IStatementExecutor.Stats stats) {
         return stats.getProfileType() == Stats.ProfileType.FULL && stats.getJobProfile() != null;
     }
+
+    protected final String getServerHeaderValue() {
+        String name = getApplicationName();
+        if (name == null) {
+            return null;
+        }
+        String version = getApplicationVersion();
+        return version != null ? name + "/" + version : name;
+    }
+
+    protected String getApplicationName() {
+        return ApplicationConfigurator.APPLICATION_NAME;
+    }
+
+    protected String getApplicationVersion() {
+        return ApplicationConfigurator.getApplicationVersion(appCtx.getBuildProperties());
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/RebalanceApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/RebalanceApiServlet.java
index f1652ea..58a37bd 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/RebalanceApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/RebalanceApiServlet.java
@@ -45,9 +45,12 @@
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Dataverse;
+import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.metadata.utils.MetadataConstants;
 import org.apache.asterix.rebalance.NoOpDatasetRebalanceCallback;
 import org.apache.asterix.utils.RebalanceUtil;
+import org.apache.commons.collections4.CollectionUtils;
+import org.apache.commons.collections4.IterableUtils;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.client.IHyracksClientConnection;
 import org.apache.hyracks.http.api.IServletRequest;
@@ -181,7 +184,7 @@
 
             if (datasetName == null) {
                 // Rebalances datasets in a given dataverse or all non-metadata datasets.
-                List<Dataset> datasets = dataverseName == null ? getAllDatasetsForRebalance()
+                Iterable<Dataset> datasets = dataverseName == null ? getAllDatasetsForRebalance()
                         : getAllDatasetsForRebalance(dataverseName);
                 for (Dataset dataset : datasets) {
                     // By the time rebalanceDataset(...) is called, the dataset could have been dropped.
@@ -212,8 +215,8 @@
     }
 
     // Lists all datasets that should be rebalanced in a given datavserse.
-    private List<Dataset> getAllDatasetsForRebalance(DataverseName dataverseName) throws Exception {
-        List<Dataset> datasets;
+    private Iterable<Dataset> getAllDatasetsForRebalance(DataverseName dataverseName) throws Exception {
+        Iterable<Dataset> datasets;
         MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
         try {
             datasets = getDatasetsInDataverseForRebalance(dataverseName, mdTxnCtx);
@@ -226,13 +229,13 @@
     }
 
     // Lists all datasets that should be rebalanced.
-    private List<Dataset> getAllDatasetsForRebalance() throws Exception {
+    private Iterable<Dataset> getAllDatasetsForRebalance() throws Exception {
         List<Dataset> datasets = new ArrayList<>();
         MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
         try {
             List<Dataverse> dataverses = MetadataManager.INSTANCE.getDataverses(mdTxnCtx);
             for (Dataverse dv : dataverses) {
-                datasets.addAll(getDatasetsInDataverseForRebalance(dv.getDataverseName(), mdTxnCtx));
+                CollectionUtils.addAll(datasets, getDatasetsInDataverseForRebalance(dv.getDataverseName(), mdTxnCtx));
             }
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
         } catch (Exception e) {
@@ -243,10 +246,11 @@
     }
 
     // Gets all datasets in a dataverse for the rebalance operation, with a given metadata transaction context.
-    private List<Dataset> getDatasetsInDataverseForRebalance(DataverseName dvName, MetadataTransactionContext mdTxnCtx)
-            throws Exception {
+    private Iterable<Dataset> getDatasetsInDataverseForRebalance(DataverseName dvName,
+            MetadataTransactionContext mdTxnCtx) throws Exception {
         return MetadataConstants.METADATA_DATAVERSE_NAME.equals(dvName) ? Collections.emptyList()
-                : MetadataManager.INSTANCE.getDataverseDatasets(mdTxnCtx, dvName);
+                : IterableUtils.filteredIterable(MetadataManager.INSTANCE.getDataverseDatasets(mdTxnCtx, dvName),
+                        DatasetUtil::isNotView);
     }
 
     // Rebalances a given dataset.
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ResultUtil.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ResultUtil.java
index 045d64c..cf535d9 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ResultUtil.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/ResultUtil.java
@@ -26,9 +26,11 @@
 import java.io.StringWriter;
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.Collection;
 import java.util.Collections;
 import java.util.List;
 import java.util.Set;
+import java.util.function.Function;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
@@ -39,6 +41,7 @@
 import org.apache.asterix.app.result.fields.StatusPrinter;
 import org.apache.asterix.common.api.IApplicationContext;
 import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.struct.VarIdentifier;
 import org.apache.asterix.lang.sqlpp.util.SqlppVariableUtil;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.translator.IStatementExecutor.Stats;
@@ -318,7 +321,8 @@
     }
 
     public static class ParseOnlyResult {
-        private Set<VariableExpr> externalVariables;
+
+        private final Set<VariableExpr> externalVariables;
 
         private static final String STMT_PARAM_LBL = "statement-parameters";
 
@@ -327,13 +331,29 @@
         }
 
         public String asJson() {
+            StringBuilder output = new StringBuilder();
+            output.append("{\"").append(STMT_PARAM_LBL).append("\":");
+            printStatementParameters(externalVariables, VariableExpr::getVar, output);
+            output.append('}');
+            return output.toString();
+        }
 
-            ArrayList<String> positionalVars = new ArrayList<>();
-            ArrayList<String> namedVars = new ArrayList<>();
+        public static <T> String printStatementParameters(Collection<T> externalVariables,
+                Function<T, VarIdentifier> varIdentAccessor) {
+            StringBuilder output = new StringBuilder(externalVariables.size() * 12);
+            printStatementParameters(externalVariables, varIdentAccessor, output);
+            return output.toString();
+        }
 
-            for (VariableExpr extVarRef : externalVariables) {
-                String varname = extVarRef.getVar().getValue();
-                if (SqlppVariableUtil.isPositionalVariableIdentifier(extVarRef.getVar())) {
+        private static <T> void printStatementParameters(Collection<T> externalVariables,
+                Function<T, VarIdentifier> varIdentAccessor, StringBuilder output) {
+            List<String> positionalVars = new ArrayList<>();
+            List<String> namedVars = new ArrayList<>();
+
+            for (T extVarItem : externalVariables) {
+                VarIdentifier extVar = varIdentAccessor.apply(extVarItem);
+                String varname = extVar.getValue();
+                if (SqlppVariableUtil.isPositionalVariableIdentifier(extVar)) {
                     positionalVars.add(SqlppVariableUtil.toUserDefinedName(varname));
                 } else {
                     namedVars.add(SqlppVariableUtil.toUserDefinedName(varname));
@@ -341,14 +361,14 @@
             }
             Collections.sort(positionalVars);
             Collections.sort(namedVars);
-            final StringBuilder output = new StringBuilder();
-            output.append("{\"").append(STMT_PARAM_LBL).append("\":[");
+
+            output.append('[');
             boolean first = true;
             for (String posVar : positionalVars) {
                 if (first) {
                     first = false;
                 } else {
-                    output.append(",");
+                    output.append(',');
                 }
                 output.append(posVar);
             }
@@ -358,10 +378,9 @@
                 } else {
                     output.append(",");
                 }
-                output.append("\"").append(namedVar).append("\"");
+                output.append('"').append(namedVar).append('"');
             }
-            output.append("]}");
-            return output.toString();
+            output.append(']');
         }
     }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/StorageApiServlet.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/StorageApiServlet.java
index d7d5994..26fee28 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/StorageApiServlet.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/http/server/StorageApiServlet.java
@@ -135,6 +135,7 @@
                 final ObjectNode replicaJson = OBJECT_MAPPER.createObjectNode();
                 replicaJson.put("location", toHostPort(replica.getIdentifier().getLocation()));
                 replicaJson.put("status", replica.getStatus().toString());
+                replicaJson.put("nodeId", replica.getIdentifier().getNodeId());
                 replicasArray.add(replicaJson);
             }
             partitionJson.set("replicas", replicasArray);
@@ -167,11 +168,12 @@
         final String partition = request.getParameter("partition");
         final String host = request.getParameter("host");
         final String port = request.getParameter("port");
-        if (partition == null || host == null || port == null) {
+        final String nodeId = request.getParameter("nodeId");
+        if (partition == null || host == null || port == null || nodeId == null) {
             return null;
         }
-        final InetSocketAddress replicaAddress = new InetSocketAddress(host, Integer.valueOf(port));
-        return ReplicaIdentifier.of(Integer.valueOf(partition), replicaAddress);
+        final InetSocketAddress replicaAddress = new InetSocketAddress(host, Integer.parseInt(port));
+        return ReplicaIdentifier.of(Integer.parseInt(partition), nodeId, replicaAddress);
     }
 
     private void processPromote(IServletRequest request, IServletResponse response) throws HyracksDataException {
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/java/AsterixJavaClient.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/java/AsterixJavaClient.java
index 4fe6582..4b70f95 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/java/AsterixJavaClient.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/api/java/AsterixJavaClient.java
@@ -137,7 +137,7 @@
                 RequestReference.of(UUID.randomUUID().toString(), "CC", System.currentTimeMillis());
         final IRequestParameters requestParameters = new RequestParameters(requestReference, statement, null,
                 new ResultProperties(IStatementExecutor.ResultDelivery.IMMEDIATE), new IStatementExecutor.Stats(),
-                new IStatementExecutor.StatementProperties(), null, null, null, statementParams, true);
+                new IStatementExecutor.StatementProperties(), null, null, null, null, statementParams, true);
         translator.compileAndExecute(hcc, requestParameters);
         executionPlans = translator.getExecutionPlans();
         writer.flush();
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/ActiveNotificationHandler.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/ActiveNotificationHandler.java
index 0d63bca..284929f 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/ActiveNotificationHandler.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/ActiveNotificationHandler.java
@@ -54,7 +54,6 @@
     public static final String ACTIVE_ENTITY_PROPERTY_NAME = "ActiveJob";
     private final Map<EntityId, IActiveEntityEventsListener> entityEventListeners;
     private final Map<JobId, EntityId> jobId2EntityId;
-    private boolean initialized = false;
     private boolean suspended = false;
 
     public ActiveNotificationHandler() {
@@ -182,10 +181,9 @@
     @Override
     public synchronized IActiveEntityEventsListener[] getEventListeners() {
         if (LOGGER.isTraceEnabled()) {
-            LOGGER.trace("getEventListeners() was called");
-            LOGGER.trace("returning " + entityEventListeners.size() + " Listeners");
+            LOGGER.trace("getEventListeners() returning {} listeners", entityEventListeners.size());
         }
-        return entityEventListeners.values().toArray(new IActiveEntityEventsListener[entityEventListeners.size()]);
+        return entityEventListeners.values().toArray(IActiveEntityEventsListener[]::new);
     }
 
     @Override
@@ -223,19 +221,6 @@
     }
 
     @Override
-    public boolean isInitialized() {
-        return initialized;
-    }
-
-    @Override
-    public void setInitialized(boolean initialized) throws HyracksDataException {
-        if (this.initialized) {
-            throw new RuntimeDataException(ErrorCode.DOUBLE_INITIALIZATION_OF_ACTIVE_NOTIFICATION_HANDLER);
-        }
-        this.initialized = initialized;
-    }
-
-    @Override
     public void recover() {
         LOGGER.info("Starting active recovery");
         for (IActiveEntityEventsListener listener : getEventListeners()) {
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/RecoveryTask.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/RecoveryTask.java
index 3bc1c28..34a54d1 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/RecoveryTask.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/active/RecoveryTask.java
@@ -18,6 +18,8 @@
  */
 package org.apache.asterix.app.active;
 
+import static org.apache.hyracks.util.ExitUtil.EC_ACTIVE_RECOVERY_FAILURE;
+
 import java.util.concurrent.Callable;
 
 import org.apache.asterix.active.ActivityState;
@@ -33,6 +35,7 @@
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.ExitUtil;
 import org.apache.hyracks.util.IRetryPolicy;
 import org.apache.logging.log4j.Level;
 import org.apache.logging.log4j.LogManager;
@@ -63,7 +66,18 @@
         IRetryPolicy policy = retryPolicyFactory.create(listener);
         return () -> {
             Thread.currentThread().setName("RecoveryTask (" + listener.getEntityId() + ")");
-            doRecover(policy);
+            try {
+                doRecover(policy);
+            } catch (InterruptedException e) {
+                LOGGER.warn("recovery task interrupted", e);
+                Thread.currentThread().interrupt();
+                throw e;
+            } catch (Throwable t) {
+                // in case of any unexpected exception during recovery, the recovery attempts will stop forever.
+                // we halt to ensure recovery attempts are resumed after the restart
+                LOGGER.fatal("unexpected exception during recovery; halting...", t);
+                ExitUtil.halt(EC_ACTIVE_RECOVERY_FAILURE);
+            }
             return null;
         };
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DatasetRewriter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DatasetRewriter.java
index 6944b25..b1c2f0a 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DatasetRewriter.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DatasetRewriter.java
@@ -19,20 +19,22 @@
 package org.apache.asterix.app.function;
 
 import static org.apache.asterix.common.api.IIdentifierMapper.Modifier.PLURAL;
+import static org.apache.asterix.common.api.IIdentifierMapper.Modifier.SINGULAR;
 import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
 
 import java.util.ArrayList;
 import java.util.List;
 
-import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.metadata.declared.DataSource;
 import org.apache.asterix.metadata.declared.DataSourceId;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.om.functions.IFunctionToDataSourceRewriter;
 import org.apache.asterix.om.typecomputer.base.IResultTypeComputer;
 import org.apache.asterix.om.types.ARecordType;
@@ -41,7 +43,6 @@
 import org.apache.asterix.optimizer.rules.util.EquivalenceClassUtils;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
@@ -75,15 +76,25 @@
 
         MetadataProvider metadataProvider = (MetadataProvider) context.getMetadataProvider();
         Dataset dataset = fetchDataset(metadataProvider, f);
-        DataSourceId dsid = new DataSourceId(dataset.getDataverseName(), dataset.getDatasetName());
         List<LogicalVariable> variables = new ArrayList<>();
-        if (dataset.getDatasetType() == DatasetType.INTERNAL) {
-            int numPrimaryKeys = dataset.getPrimaryKeys().size();
-            for (int i = 0; i < numPrimaryKeys; i++) {
-                variables.add(context.newVar());
-            }
+        switch (dataset.getDatasetType()) {
+            case INTERNAL:
+                int numPrimaryKeys = dataset.getPrimaryKeys().size();
+                for (int i = 0; i < numPrimaryKeys; i++) {
+                    variables.add(context.newVar());
+                }
+                break;
+            case EXTERNAL:
+                break;
+            default:
+                // VIEWS are not expected at this point
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, unnest.getSourceLocation(),
+                        String.format("Unexpected %s type %s for %s %s", dataset(SINGULAR), dataset.getDatasetType(),
+                                dataset(SINGULAR), DatasetUtil.getFullyQualifiedDisplayName(dataset)));
         }
         variables.add(unnest.getVariable());
+
+        DataSourceId dsid = new DataSourceId(dataset.getDataverseName(), dataset.getDatasetName());
         DataSource dataSource = metadataProvider.findDataSource(dsid);
         boolean hasMeta = dataSource.hasMeta();
         if (hasMeta) {
@@ -132,9 +143,9 @@
 
     public static Dataset fetchDataset(MetadataProvider metadataProvider, AbstractFunctionCallExpression datasetFnCall)
             throws CompilationException {
-        Pair<DataverseName, String> datasetReference = FunctionUtil.parseDatasetFunctionArguments(datasetFnCall);
-        DataverseName dataverseName = datasetReference.first;
-        String datasetName = datasetReference.second;
+        DatasetFullyQualifiedName datasetReference = FunctionUtil.parseDatasetFunctionArguments(datasetFnCall);
+        DataverseName dataverseName = datasetReference.getDataverseName();
+        String datasetName = datasetReference.getDatasetName();
         Dataset dataset;
         try {
             dataset = metadataProvider.findDataset(dataverseName, datasetName);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
index 2a22ac6..aed15c6 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
@@ -24,6 +24,8 @@
 
 import org.apache.asterix.external.api.IRawRecord;
 import org.apache.asterix.external.input.record.CharArrayRecord;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -36,6 +38,7 @@
 import org.apache.hyracks.storage.common.IIndexAccessor;
 import org.apache.hyracks.storage.common.IIndexCursor;
 import org.apache.hyracks.storage.common.MultiComparator;
+import org.apache.hyracks.util.JSONUtil;
 
 public class DumpIndexReader extends FunctionReader {
 
@@ -98,10 +101,30 @@
         recordBuilder.append("{\"values\":[");
         for (int j = 0; j < tuple.getFieldCount(); ++j) {
             bbis.setByteBuffer(ByteBuffer.wrap(tuple.getFieldData(j)), tuple.getFieldStart(j));
-            recordBuilder.append(secondaryRecDesc.getFields()[j].deserialize(dis));
+            IAObject field = (IAObject) secondaryRecDesc.getFields()[j].deserialize(dis);
+            ATypeTag tag = field.getType().getTypeTag();
+            if (tag == ATypeTag.MISSING) {
+                continue;
+            }
+            if (isTemporal(tag)) {
+                JSONUtil.quoteAndEscape(recordBuilder, field.toString());
+            } else {
+                recordBuilder.append(field);
+            }
             recordBuilder.append(",");
         }
         recordBuilder.deleteCharAt(recordBuilder.length() - 1);
         recordBuilder.append("]}");
     }
+
+    private static boolean isTemporal(ATypeTag typeTag) {
+        switch (typeTag) {
+            case DATE:
+            case TIME:
+            case DATETIME:
+                return true;
+            default:
+                return false;
+        }
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/io/PersistedResourceRegistry.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/io/PersistedResourceRegistry.java
index 1168567..4850bf6 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/io/PersistedResourceRegistry.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/io/PersistedResourceRegistry.java
@@ -53,6 +53,7 @@
 import org.apache.asterix.dataflow.data.nontagged.comparators.ListItemBinaryComparatorFactory;
 import org.apache.asterix.dataflow.data.nontagged.valueproviders.PrimitiveValueProviderFactory;
 import org.apache.asterix.formats.nontagged.AnyBinaryComparatorFactory;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
 import org.apache.asterix.formats.nontagged.OrderedBinaryComparatorFactory;
 import org.apache.asterix.formats.nontagged.OrderedLinearizeComparatorFactory;
 import org.apache.asterix.metadata.utils.SecondaryCorrelatedTreeIndexOperationsHelper;
@@ -109,8 +110,11 @@
 import org.apache.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyFactory;
 import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicyFactory;
 import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpPageWriteCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.impls.PrefixMergePolicyFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexLocalResource;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.StopwordsFullTextFilterEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
@@ -173,6 +177,9 @@
         registeredClasses.put("FixedLengthTypeTrait", FixedLengthTypeTrait.class);
         registeredClasses.put("VarLengthTypeTrait", VarLengthTypeTrait.class);
 
+        // INullIntrospector
+        registeredClasses.put("NullIntrospector", NullIntrospector.class);
+
         // ILSMOperationTrackerFactory
         registeredClasses.put("PrimaryIndexOperationTrackerFactory", PrimaryIndexOperationTrackerFactory.class);
         registeredClasses.put("SecondaryIndexOperationTrackerFactory", SecondaryIndexOperationTrackerFactory.class);
@@ -187,6 +194,7 @@
         registeredClasses.put("NoOpIOOperationCallbackFactory", NoOpIOOperationCallbackFactory.class);
         registeredClasses.put("LSMBTreeIOOperationCallbackFactory", LSMIndexIOOperationCallbackFactory.class);
         registeredClasses.put("LSMIndexPageWriteCallbackFactory", LSMIndexPageWriteCallbackFactory.class);
+        registeredClasses.put("NoOpPageWriteCallbackFactory", NoOpPageWriteCallbackFactory.class);
 
         // ILSMIOOperationSchedulerProvider
         registeredClasses.put("AppendOnlyLinkedMetadataPageManagerFactory",
@@ -273,6 +281,10 @@
         registeredClasses.put("DelimitedUTF8StringBinaryTokenizerFactory",
                 DelimitedUTF8StringBinaryTokenizerFactory.class);
 
+        // IFullTextConfigFactory
+        registeredClasses.put("FullTextConfigEvaluatorFactory", FullTextConfigEvaluatorFactory.class);
+        registeredClasses.put("StopwordsFullTextFilterEvaluatorFactory", StopwordsFullTextFilterEvaluatorFactory.class);
+
         // ITokenFactory
         registeredClasses.put("AListElementTokenFactory", AListElementTokenFactory.class);
         registeredClasses.put("HashedUTF8NGramTokenFactory", HashedUTF8NGramTokenFactory.class);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/AbstractInternalRequestMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/AbstractInternalRequestMessage.java
index 26aac63..7d58e4e 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/AbstractInternalRequestMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/AbstractInternalRequestMessage.java
@@ -80,8 +80,7 @@
         final RuntimeDataException rejectionReason =
                 ExecuteStatementRequestMessage.getRejectionReason(ccSrv, nodeRequestId);
         if (rejectionReason != null) {
-            ExecuteStatementRequestMessage.sendRejection(rejectionReason, messageBroker, requestMessageId,
-                    nodeRequestId);
+            sendRejection(rejectionReason, messageBroker, requestMessageId, nodeRequestId);
             return;
         }
         CCExtensionManager ccExtMgr = (CCExtensionManager) ccAppCtx.getExtensionManager();
@@ -94,7 +93,7 @@
         ResponsePrinter printer = new ResponsePrinter(sessionOutput);
         ResultProperties resultProperties = new ResultProperties(IStatementExecutor.ResultDelivery.IMMEDIATE, 1);
         IRequestParameters requestParams = new RequestParameters(requestReference, "", null, resultProperties,
-                new IStatementExecutor.Stats(), new IStatementExecutor.StatementProperties(), null, null,
+                new IStatementExecutor.Stats(), new IStatementExecutor.StatementProperties(), null, null, null,
                 additionalParams, Collections.emptyMap(), false);
         MetadataManager.INSTANCE.init();
         IStatementExecutor translator =
@@ -120,4 +119,14 @@
 
     protected abstract Statement produceStatement();
 
+    private void sendRejection(Exception reason, CCMessageBroker messageBroker, long requestMessageId,
+            String requestNodeId) {
+        InternalRequestResponse msg = new InternalRequestResponse(requestMessageId);
+        msg.setError(reason);
+        try {
+            messageBroker.sendApplicationMessageToNC(msg, requestNodeId);
+        } catch (Exception e) {
+            LOGGER.log(Level.WARN, e.toString(), e);
+        }
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/ExecuteStatementRequestMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/ExecuteStatementRequestMessage.java
index 30b98ec..0a5e033 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/ExecuteStatementRequestMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/ExecuteStatementRequestMessage.java
@@ -66,7 +66,7 @@
 import org.apache.logging.log4j.Logger;
 
 public class ExecuteStatementRequestMessage implements ICcAddressedMessage {
-    private static final long serialVersionUID = 2L;
+    private static final long serialVersionUID = 4L;
     private static final Logger LOGGER = LogManager.getLogger();
     //TODO: Make configurable: https://issues.apache.org/jira/browse/ASTERIXDB-2062
     public static final long DEFAULT_NC_TIMEOUT_MILLIS = TimeUnit.MILLISECONDS.toMillis(Long.MAX_VALUE);
@@ -79,6 +79,7 @@
     private final SessionConfig sessionConfig;
     private final ResultProperties resultProperties;
     private final String clientContextID;
+    private final String defaultDataverseName;
     private final String handleUrl;
     private final Map<String, String> optionalParameters;
     private final Map<String, byte[]> statementParameters;
@@ -88,23 +89,25 @@
     private final IRequestReference requestReference;
     private final boolean forceDropDataset;
     private final boolean skipAdmissionPolicy;
+    private boolean sqlCompatMode;
 
     public ExecuteStatementRequestMessage(String requestNodeId, long requestMessageId, ILangExtension.Language lang,
             String statementsText, SessionConfig sessionConfig, ResultProperties resultProperties,
-            String clientContextID, String handleUrl, Map<String, String> optionalParameters,
-            Map<String, byte[]> statementParameters, boolean multiStatement, ProfileType profileType,
-            int statementCategoryRestrictionMask, IRequestReference requestReference, boolean forceDropDataset) {
+            String clientContextID, String defaultDataverseName, String handleUrl,
+            Map<String, String> optionalParameters, Map<String, byte[]> statementParameters, boolean multiStatement,
+            ProfileType profileType, int statementCategoryRestrictionMask, IRequestReference requestReference,
+            boolean forceDropDataset) {
         this(requestNodeId, requestMessageId, lang, statementsText, sessionConfig, resultProperties, clientContextID,
-                handleUrl, optionalParameters, statementParameters, multiStatement, profileType,
+                defaultDataverseName, handleUrl, optionalParameters, statementParameters, multiStatement, profileType,
                 statementCategoryRestrictionMask, requestReference, forceDropDataset, false);
     }
 
     protected ExecuteStatementRequestMessage(String requestNodeId, long requestMessageId, ILangExtension.Language lang,
             String statementsText, SessionConfig sessionConfig, ResultProperties resultProperties,
-            String clientContextID, String handleUrl, Map<String, String> optionalParameters,
-            Map<String, byte[]> statementParameters, boolean multiStatement, ProfileType profileType,
-            int statementCategoryRestrictionMask, IRequestReference requestReference, boolean forceDropDataset,
-            boolean skipAdmissionPolicy) {
+            String clientContextID, String defaultDataverseName, String handleUrl,
+            Map<String, String> optionalParameters, Map<String, byte[]> statementParameters, boolean multiStatement,
+            ProfileType profileType, int statementCategoryRestrictionMask, IRequestReference requestReference,
+            boolean forceDropDataset, boolean skipAdmissionPolicy) {
         this.requestNodeId = requestNodeId;
         this.requestMessageId = requestMessageId;
         this.lang = lang;
@@ -121,6 +124,15 @@
         this.requestReference = requestReference;
         this.forceDropDataset = forceDropDataset;
         this.skipAdmissionPolicy = skipAdmissionPolicy;
+        this.defaultDataverseName = defaultDataverseName;
+    }
+
+    public boolean isSQLCompatMode() {
+        return sqlCompatMode;
+    }
+
+    public void setSQLCompatMode(boolean sqlCompatMode) {
+        this.sqlCompatMode = sqlCompatMode;
     }
 
     @Override
@@ -164,9 +176,7 @@
             stats.setProfileType(profileType);
             Map<String, IAObject> stmtParams = RequestParameters.deserializeParameterValues(statementParameters);
             final IRequestParameters requestParameters =
-                    new RequestParameters(requestReference, statementsText, null, resultProperties, stats,
-                            statementProperties, outMetadata, clientContextID, optionalParameters, stmtParams,
-                            multiStatement, statementCategoryRestrictionMask, forceDropDataset, skipAdmissionPolicy);
+                    createRequestParameters(statementProperties, stmtParams, outMetadata, stats);
             translator.compileAndExecute(ccApp.getHcc(), requestParameters);
             translator.getWarnings(warnings, maxWarnings - warnings.size());
             stats.updateTotalWarningsCount(parserTotalWarningsCount);
@@ -191,6 +201,17 @@
         }
     }
 
+    protected IRequestParameters createRequestParameters(IStatementExecutor.StatementProperties statementProperties,
+            Map<String, IAObject> stmtParams, IStatementExecutor.ResultMetadata outMetadata,
+            IStatementExecutor.Stats stats) {
+        RequestParameters requestParameters = new RequestParameters(requestReference, statementsText, null,
+                resultProperties, stats, statementProperties, outMetadata, clientContextID, defaultDataverseName,
+                optionalParameters, stmtParams, multiStatement, statementCategoryRestrictionMask, forceDropDataset,
+                skipAdmissionPolicy);
+        requestParameters.setSQLCompatMode(sqlCompatMode);
+        return requestParameters;
+    }
+
     protected CCMessageBroker getMessageBroker(ICcApplicationContext ccAppCtx) {
         ICCServiceContext ccSrvContext = ccAppCtx.getServiceContext();
         return (CCMessageBroker) ccSrvContext.getMessageBroker();
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/StorageCleanupRequestMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/StorageCleanupRequestMessage.java
index 5e52517..0936512 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/StorageCleanupRequestMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/message/StorageCleanupRequestMessage.java
@@ -21,6 +21,7 @@
 import static org.apache.hyracks.util.ExitUtil.EC_NC_FAILED_TO_NOTIFY_TASKS_COMPLETED;
 
 import java.util.Map;
+import java.util.Set;
 
 import org.apache.asterix.common.api.IDatasetLifecycleManager;
 import org.apache.asterix.common.api.INcApplicationContext;
@@ -56,7 +57,8 @@
         INCMessageBroker broker = (INCMessageBroker) appContext.getServiceContext().getMessageBroker();
         PersistentLocalResourceRepository localResourceRepository =
                 (PersistentLocalResourceRepository) appContext.getLocalResourceRepository();
-        Map<Long, LocalResource> localResources = localResourceRepository.loadAndGetAllResources();
+        Set<Integer> nodePartitions = appContext.getReplicaManager().getPartitions();
+        Map<Long, LocalResource> localResources = localResourceRepository.getResources(lr -> true, nodePartitions);
         for (LocalResource resource : localResources.values()) {
             DatasetLocalResource lr = (DatasetLocalResource) resource.getResource();
             if (MetadataIndexImmutableProperties.isMetadataDataset(lr.getDatasetId())) {
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/IndexCheckpointManager.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/IndexCheckpointManager.java
index cbc4d94..290734f 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/IndexCheckpointManager.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/IndexCheckpointManager.java
@@ -34,6 +34,7 @@
 import org.apache.asterix.common.storage.IndexCheckpoint;
 import org.apache.asterix.common.utils.StorageConstants;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
 import org.apache.hyracks.util.annotations.ThreadSafe;
 import org.apache.hyracks.util.file.FileUtil;
 import org.apache.logging.log4j.LogManager;
@@ -55,7 +56,7 @@
     }
 
     @Override
-    public synchronized void init(long validComponentSequence, long lsn, long validComponentId)
+    public synchronized void init(long validComponentSequence, long lsn, long validComponentId, String masterNodeId)
             throws HyracksDataException {
         List<IndexCheckpoint> checkpoints;
         try {
@@ -67,34 +68,43 @@
             LOGGER.warn(() -> "Checkpoints found on initializing: " + indexPath);
             delete();
         }
-        IndexCheckpoint firstCheckpoint = IndexCheckpoint.first(validComponentSequence, lsn, validComponentId);
+        IndexCheckpoint firstCheckpoint =
+                IndexCheckpoint.first(validComponentSequence, lsn, validComponentId, masterNodeId);
         persist(firstCheckpoint);
     }
 
     @Override
-    public synchronized void replicated(long componentSequence, long masterLsn, long componentId)
+    public synchronized void replicated(long componentSequence, long masterLsn, long componentId, String masterNodeId)
             throws HyracksDataException {
         final Long localLsn = getLatest().getMasterNodeFlushMap().get(masterLsn);
         if (localLsn == null) {
-            throw new IllegalStateException("Component flushed before lsn mapping was received");
+            throw new IllegalStateException("Component replicated before lsn mapping was received");
         }
-        flushed(componentSequence, localLsn, componentId);
+        flushed(componentSequence, localLsn, componentId, masterNodeId);
+    }
+
+    @Override
+    public synchronized void flushed(long componentSequence, long lsn, long componentId, String masterNodeId)
+            throws HyracksDataException {
+        final IndexCheckpoint latest = getLatest();
+        IndexCheckpoint nextCheckpoint =
+                IndexCheckpoint.next(latest, lsn, componentSequence, componentId, masterNodeId);
+        persist(nextCheckpoint);
+        deleteHistory(nextCheckpoint.getId(), HISTORY_CHECKPOINTS);
     }
 
     @Override
     public synchronized void flushed(long componentSequence, long lsn, long componentId) throws HyracksDataException {
-        final IndexCheckpoint latest = getLatest();
-        IndexCheckpoint nextCheckpoint = IndexCheckpoint.next(latest, lsn, componentSequence, componentId);
-        persist(nextCheckpoint);
-        deleteHistory(nextCheckpoint.getId(), HISTORY_CHECKPOINTS);
+        flushed(componentSequence, lsn, componentId, null);
     }
 
     @Override
     public synchronized void masterFlush(long masterLsn, long localLsn) throws HyracksDataException {
         final IndexCheckpoint latest = getLatest();
         latest.getMasterNodeFlushMap().put(masterLsn, localLsn);
+        LOGGER.trace("index {} master flush {} -> {}", indexPath, masterLsn, localLsn);
         final IndexCheckpoint next = IndexCheckpoint.next(latest, latest.getLowWatermark(),
-                latest.getValidComponentSequence(), latest.getLastComponentId());
+                latest.getValidComponentSequence(), latest.getLastComponentId(), null);
         persist(next);
         notifyAll();
     }
@@ -119,7 +129,10 @@
 
     @Override
     public long getValidComponentSequence() throws HyracksDataException {
-        return getLatest().getValidComponentSequence();
+        if (getCheckpointCount() > 0) {
+            return getLatest().getValidComponentSequence();
+        }
+        return AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
     }
 
     @Override
@@ -151,17 +164,18 @@
     @Override
     public synchronized void setLastComponentId(long componentId) throws HyracksDataException {
         final IndexCheckpoint latest = getLatest();
-        final IndexCheckpoint next =
-                IndexCheckpoint.next(latest, latest.getLowWatermark(), latest.getValidComponentSequence(), componentId);
+        final IndexCheckpoint next = IndexCheckpoint.next(latest, latest.getLowWatermark(),
+                latest.getValidComponentSequence(), componentId, null);
         persist(next);
     }
 
     @Override
-    public synchronized void advanceValidComponentSequence(long componentSequence) throws HyracksDataException {
+    public synchronized void advanceValidComponent(long componentSequence, long componentId)
+            throws HyracksDataException {
         final IndexCheckpoint latest = getLatest();
         if (componentSequence > latest.getValidComponentSequence()) {
-            final IndexCheckpoint next = IndexCheckpoint.next(latest, latest.getLowWatermark(), componentSequence,
-                    latest.getLastComponentId());
+            final IndexCheckpoint next =
+                    IndexCheckpoint.next(latest, latest.getLowWatermark(), componentSequence, componentId, null);
             persist(next);
         }
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/NCAppRuntimeContext.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/NCAppRuntimeContext.java
index 9aa433f..1a89168 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/NCAppRuntimeContext.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/NCAppRuntimeContext.java
@@ -21,12 +21,10 @@
 import java.io.IOException;
 import java.rmi.RemoteException;
 import java.rmi.server.UnicastRemoteObject;
-import java.util.Arrays;
 import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentMap;
 import java.util.concurrent.ExecutorService;
-import java.util.stream.Collectors;
 
 import org.apache.asterix.active.ActiveManager;
 import org.apache.asterix.common.api.IConfigValidator;
@@ -38,7 +36,6 @@
 import org.apache.asterix.common.api.IPropertiesFactory;
 import org.apache.asterix.common.api.IReceptionist;
 import org.apache.asterix.common.api.IReceptionistFactory;
-import org.apache.asterix.common.cluster.ClusterPartition;
 import org.apache.asterix.common.config.ActiveProperties;
 import org.apache.asterix.common.config.BuildProperties;
 import org.apache.asterix.common.config.CompilerProperties;
@@ -56,6 +53,7 @@
 import org.apache.asterix.common.library.ILibraryManager;
 import org.apache.asterix.common.replication.IReplicationChannel;
 import org.apache.asterix.common.replication.IReplicationManager;
+import org.apache.asterix.common.replication.IReplicationStrategyFactory;
 import org.apache.asterix.common.storage.IIndexCheckpointManagerProvider;
 import org.apache.asterix.common.storage.IReplicaManager;
 import org.apache.asterix.common.transactions.IRecoveryManager;
@@ -179,7 +177,8 @@
 
     @Override
     public void initialize(IRecoveryManagerFactory recoveryManagerFactory, IReceptionistFactory receptionistFactory,
-            IConfigValidatorFactory configValidatorFactory, boolean initialRun) throws IOException {
+            IConfigValidatorFactory configValidatorFactory, IReplicationStrategyFactory replicationStrategyFactory,
+            boolean initialRun) throws IOException {
         ioManager = getServiceContext().getIoManager();
         int ioQueueLen = getServiceContext().getAppConfig().getInt(NCConfig.Option.IO_QUEUE_SIZE);
         threadExecutor =
@@ -225,10 +224,8 @@
                 new DatasetLifecycleManager(storageProperties, localResourceRepository, txnSubsystem.getLogManager(),
                         virtualBufferCache, indexCheckpointManagerProvider, ioManager.getIODevices().size());
         final String nodeId = getServiceContext().getNodeId();
-        final ClusterPartition[] nodePartitions = metadataProperties.getNodePartitions().get(nodeId);
-        final Set<Integer> nodePartitionsIds =
-                Arrays.stream(nodePartitions).map(ClusterPartition::getPartitionId).collect(Collectors.toSet());
-        replicaManager = new ReplicaManager(this, nodePartitionsIds);
+        final Set<Integer> nodePartitions = metadataProperties.getNodePartitions(nodeId);
+        replicaManager = new ReplicaManager(this, nodePartitions);
         isShuttingdown = false;
         activeManager = new ActiveManager(threadExecutor, getServiceContext().getNodeId(),
                 activeProperties.getMemoryComponentGlobalBudget(), compilerProperties.getFrameSize(),
@@ -236,7 +233,7 @@
         receptionist = receptionistFactory.create();
 
         if (replicationProperties.isReplicationEnabled()) {
-            replicationManager = new ReplicationManager(this, replicationProperties);
+            replicationManager = new ReplicationManager(this, replicationStrategyFactory, replicationProperties);
 
             //pass replication manager to replication required object
             //LogManager to replicate logs
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/RecoveryManager.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/RecoveryManager.java
index 0359cf1..2ca3fbc 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/RecoveryManager.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/RecoveryManager.java
@@ -160,15 +160,13 @@
     @Override
     public void startLocalRecovery(Set<Integer> partitions) throws IOException, ACIDException {
         state = SystemState.RECOVERING;
-        LOGGER.info("starting recovery ...");
-
+        LOGGER.info("starting recovery for partitions {}", partitions);
         long readableSmallestLSN = logMgr.getReadableSmallestLSN();
         Checkpoint checkpointObject = checkpointManager.getLatest();
         long lowWaterMarkLSN = checkpointObject.getMinMCTFirstLsn();
         if (lowWaterMarkLSN < readableSmallestLSN) {
             lowWaterMarkLSN = readableSmallestLSN;
         }
-
         //delete any recovery files from previous failed recovery attempts
         deleteRecoveryTemporaryFiles();
 
@@ -293,7 +291,7 @@
         final IIndexCheckpointManagerProvider indexCheckpointManagerProvider =
                 ((INcApplicationContext) (serviceCtx.getApplicationContext())).getIndexCheckpointManagerProvider();
 
-        Map<Long, LocalResource> resourcesMap = localResourceRepository.loadAndGetAllResources();
+        Map<Long, LocalResource> resourcesMap = localResourceRepository.getResources(r -> true, partitions);
         final Map<Long, Long> resourceId2MaxLSNMap = new HashMap<>();
         TxnEntityId tempKeyTxnEntityId = new TxnEntityId(-1, -1, -1, null, -1, false);
 
@@ -363,10 +361,8 @@
                                 datasetLifecycleManager.register(localResource.getPath(), index);
                                 datasetLifecycleManager.open(localResource.getPath());
                                 try {
-                                    final DatasetResourceReference resourceReference =
-                                            DatasetResourceReference.of(localResource);
-                                    maxDiskLastLsn =
-                                            indexCheckpointManagerProvider.get(resourceReference).getLowWatermark();
+                                    maxDiskLastLsn = getResourceLowWaterMark(localResource, datasetLifecycleManager,
+                                            indexCheckpointManagerProvider);
                                 } catch (HyracksDataException e) {
                                     datasetLifecycleManager.close(localResource.getPath());
                                     throw e;
@@ -374,7 +370,12 @@
                                 //#. set resourceId and maxDiskLastLSN to the map
                                 resourceId2MaxLSNMap.put(resourceId, maxDiskLastLsn);
                             } else {
-                                maxDiskLastLsn = resourceId2MaxLSNMap.get(resourceId);
+                                if (!resourceId2MaxLSNMap.containsKey(resourceId)) {
+                                    maxDiskLastLsn = getResourceLowWaterMark(localResource, datasetLifecycleManager,
+                                            indexCheckpointManagerProvider);
+                                } else {
+                                    maxDiskLastLsn = resourceId2MaxLSNMap.get(resourceId);
+                                }
                             }
                             // lsn @ maxDiskLastLsn is either a flush log or a master replica log
                             if (lsn >= maxDiskLastLsn) {
@@ -502,7 +503,8 @@
             final List<DatasetResourceReference> partitionResources = localResourceRepository.getResources(resource -> {
                 DatasetLocalResource dsResource = (DatasetLocalResource) resource.getResource();
                 return dsResource.getPartition() == partition;
-            }).values().stream().map(DatasetResourceReference::of).collect(Collectors.toList());
+            }, Collections.singleton(partition)).values().stream().map(DatasetResourceReference::of)
+                    .collect(Collectors.toList());
             for (DatasetResourceReference indexRef : partitionResources) {
                 try {
                     final IIndexCheckpointManager idxCheckpointMgr = idxCheckpointMgrProvider.get(indexRef);
@@ -533,8 +535,9 @@
             }
             replayPartitionsLogs(partitions, logMgr.getLogReader(true), minLSN, false);
             if (flush) {
-                appCtx.getDatasetLifecycleManager().flushAllDatasets();
+                appCtx.getDatasetLifecycleManager().flushAllDatasets(partitions::contains);
             }
+            cleanUp(partitions);
         } catch (IOException | ACIDException e) {
             throw HyracksDataException.create(e);
         } finally {
@@ -568,6 +571,10 @@
         FileUtils.deleteQuietly(recoveryFolderPath.toFile());
     }
 
+    protected void cleanUp(Set<Integer> partitions) throws HyracksDataException {
+        // the cleanup is currently done by PersistentLocalResourceRepository#clean
+    }
+
     private String getRecoveryDirPath() {
         String logDir = logMgr.getLogManagerProperties().getLogDir();
         if (!logDir.endsWith(File.separator)) {
@@ -858,6 +865,19 @@
         index.resetCurrentComponentIndex();
     }
 
+    private long getResourceLowWaterMark(LocalResource localResource, IDatasetLifecycleManager datasetLifecycleManager,
+            IIndexCheckpointManagerProvider indexCheckpointManagerProvider) throws HyracksDataException {
+        long maxDiskLastLsn;
+        try {
+            final DatasetResourceReference resourceReference = DatasetResourceReference.of(localResource);
+            maxDiskLastLsn = indexCheckpointManagerProvider.get(resourceReference).getLowWatermark();
+        } catch (HyracksDataException e) {
+            datasetLifecycleManager.close(localResource.getPath());
+            throw e;
+        }
+        return maxDiskLastLsn;
+    }
+
     private class JobEntityCommits {
         private static final String PARTITION_FILE_NAME_SEPARATOR = "_";
         private final long txnId;
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/ReplicaManager.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/ReplicaManager.java
index ad70cf4..1372016 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/ReplicaManager.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/ReplicaManager.java
@@ -18,7 +18,7 @@
  */
 package org.apache.asterix.app.nc;
 
-import java.net.InetSocketAddress;
+import java.util.ArrayList;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
@@ -37,9 +37,7 @@
 import org.apache.asterix.replication.api.PartitionReplica;
 import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.hyracks.api.client.NodeStatus;
-import org.apache.hyracks.api.config.IApplicationConfig;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.control.common.controllers.NCConfig;
 import org.apache.hyracks.control.nc.NodeControllerService;
 import org.apache.hyracks.storage.common.LocalResource;
 import org.apache.hyracks.util.annotations.ThreadSafe;
@@ -54,16 +52,19 @@
     /**
      * the partitions to which the current node is master
      */
-    private final Set<Integer> partitions = new HashSet<>();
+    private final Map<Integer, Object> partitions = new HashMap<>();
     /**
      * current replicas
      */
     private final Map<ReplicaIdentifier, PartitionReplica> replicas = new HashMap<>();
-    private final Object replicaSyncLock = new Object();
+    private final Set<Integer> nodeOriginatedPartitions = new HashSet<>();
 
     public ReplicaManager(INcApplicationContext appCtx, Set<Integer> partitions) {
         this.appCtx = appCtx;
-        this.partitions.addAll(partitions);
+        for (Integer partition : partitions) {
+            this.partitions.put(partition, new Object());
+        }
+        setNodeOriginatedPartitions(appCtx);
     }
 
     @Override
@@ -75,7 +76,7 @@
             LOGGER.warn("Ignoring request to add replica. Node is not ACTIVE yet. Current status: {}", nodeStatus);
             return;
         }
-        if (!partitions.contains(id.getPartition())) {
+        if (!partitions.containsKey(id.getPartition())) {
             throw new IllegalStateException(
                     "This node is not the current master of partition(" + id.getPartition() + ")");
         }
@@ -94,7 +95,6 @@
         }
         PartitionReplica replica = replicas.remove(id);
         appCtx.getReplicationManager().unregister(replica);
-
     }
 
     @Override
@@ -104,30 +104,43 @@
     }
 
     @Override
+    public synchronized IPartitionReplica getReplica(ReplicaIdentifier id) {
+        return replicas.get(id);
+    }
+
+    @Override
     public synchronized Set<Integer> getPartitions() {
-        return Collections.unmodifiableSet(partitions);
+        return Collections.unmodifiableSet(partitions.keySet());
+    }
+
+    @Override
+    public synchronized void setActivePartitions(Set<Integer> activePartitions) {
+        partitions.clear();
+        for (Integer partition : activePartitions) {
+            partitions.put(partition, new Object());
+        }
     }
 
     @Override
     public synchronized void promote(int partition) throws HyracksDataException {
-        if (partitions.contains(partition)) {
+        if (partitions.containsKey(partition)) {
             return;
         }
+        LOGGER.warn("promoting partition {}", partition);
         final PersistentLocalResourceRepository localResourceRepository =
                 (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
         localResourceRepository.cleanup(partition);
+        localResourceRepository.clearResourcesCache();
         final IRecoveryManager recoveryManager = appCtx.getTransactionSubsystem().getRecoveryManager();
         recoveryManager.replayReplicaPartitionLogs(Stream.of(partition).collect(Collectors.toSet()), true);
-        partitions.add(partition);
+        partitions.put(partition, new Object());
     }
 
     @Override
     public synchronized void release(int partition) throws HyracksDataException {
-        if (!partitions.contains(partition)) {
+        if (!partitions.containsKey(partition)) {
             return;
         }
-        final IDatasetLifecycleManager datasetLifecycleManager = appCtx.getDatasetLifecycleManager();
-        datasetLifecycleManager.flushDataset(appCtx.getReplicationManager().getReplicationStrategy());
         closePartitionResources(partition);
         final List<IPartitionReplica> partitionReplicas = getReplicas(partition);
         for (IPartitionReplica replica : partitionReplicas) {
@@ -137,26 +150,44 @@
     }
 
     @Override
-    public Object getReplicaSyncLock() {
-        return replicaSyncLock;
+    public synchronized Object getPartitionSyncLock(int partition) {
+        Object syncLock = partitions.get(partition);
+        if (syncLock == null) {
+            throw new IllegalStateException("partition " + partition + " is not active on this node");
+        }
+        return syncLock;
     }
 
-    private void closePartitionResources(int partition) throws HyracksDataException {
+    @Override
+    public synchronized List<IPartitionReplica> getReplicas() {
+        return new ArrayList<>(replicas.values());
+    }
+
+    @Override
+    public boolean isPartitionOrigin(int partition) {
+        return nodeOriginatedPartitions.contains(partition);
+    }
+
+    public void closePartitionResources(int partition) throws HyracksDataException {
+        final IDatasetLifecycleManager datasetLifecycleManager = appCtx.getDatasetLifecycleManager();
+        datasetLifecycleManager.flushAllDatasets(p -> p == partition);
         final PersistentLocalResourceRepository resourceRepository =
                 (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
         final Map<Long, LocalResource> partitionResources = resourceRepository.getPartitionResources(partition);
-        final IDatasetLifecycleManager datasetLifecycleManager = appCtx.getDatasetLifecycleManager();
         for (LocalResource resource : partitionResources.values()) {
-            datasetLifecycleManager.close(resource.getPath());
+            datasetLifecycleManager.closeIfOpen(resource.getPath());
         }
+        datasetLifecycleManager.closePartition(partition);
     }
 
     private boolean isSelf(ReplicaIdentifier id) {
-        IApplicationConfig appConfig = appCtx.getServiceContext().getAppConfig();
-        String host = appConfig.getString(NCConfig.Option.REPLICATION_LISTEN_ADDRESS);
-        int port = appConfig.getInt(NCConfig.Option.REPLICATION_LISTEN_PORT);
+        String nodeId = appCtx.getServiceContext().getNodeId();
+        return id.getNodeId().equals(nodeId);
+    }
 
-        final InetSocketAddress replicaAddress = new InetSocketAddress(host, port);
-        return id.equals(ReplicaIdentifier.of(id.getPartition(), replicaAddress));
+    private void setNodeOriginatedPartitions(INcApplicationContext appCtx) {
+        Set<Integer> nodePartitions =
+                appCtx.getMetadataProperties().getNodePartitions(appCtx.getServiceContext().getNodeId());
+        nodeOriginatedPartitions.addAll(nodePartitions);
     }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/LocalStorageCleanupTask.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/LocalStorageCleanupTask.java
new file mode 100644
index 0000000..dd7a663
--- /dev/null
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/LocalStorageCleanupTask.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the LocalStorageCleanupTask at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.app.nc.task;
+
+import java.util.Set;
+
+import org.apache.asterix.common.api.INCLifecycleTask;
+import org.apache.asterix.common.api.INcApplicationContext;
+import org.apache.asterix.common.dataflow.DatasetLocalResource;
+import org.apache.asterix.common.metadata.MetadataIndexImmutableProperties;
+import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
+import org.apache.hyracks.api.control.CcId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.service.IControllerService;
+
+public class LocalStorageCleanupTask implements INCLifecycleTask {
+
+    private static final long serialVersionUID = 1L;
+    private final int metadataPartitionId;
+
+    public LocalStorageCleanupTask(int metadataPartitionId) {
+        this.metadataPartitionId = metadataPartitionId;
+    }
+
+    @Override
+    public void perform(CcId ccId, IControllerService cs) throws HyracksDataException {
+        INcApplicationContext appContext = (INcApplicationContext) cs.getApplicationContext();
+        PersistentLocalResourceRepository localResourceRepository =
+                (PersistentLocalResourceRepository) appContext.getLocalResourceRepository();
+        deleteInvalidMetadataIndexes(localResourceRepository);
+        final Set<Integer> nodePartitions = appContext.getReplicaManager().getPartitions();
+        localResourceRepository.deleteCorruptedResources();
+        for (Integer partition : nodePartitions) {
+            localResourceRepository.cleanup(partition);
+        }
+    }
+
+    private void deleteInvalidMetadataIndexes(PersistentLocalResourceRepository localResourceRepository)
+            throws HyracksDataException {
+        localResourceRepository.deleteInvalidIndexes(r -> {
+            DatasetLocalResource lr = (DatasetLocalResource) r.getResource();
+            return MetadataIndexImmutableProperties.isMetadataDataset(lr.getDatasetId())
+                    && lr.getPartition() != metadataPartitionId;
+        });
+    }
+
+    @Override
+    public String toString() {
+        return "LocalStorageCleanupTask{" + "metadataPartitionId=" + metadataPartitionId + '}';
+    }
+}
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/UpdateNodeStatusTask.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/UpdateNodeStatusTask.java
index a1e11c2..17eff4a 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/UpdateNodeStatusTask.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/nc/task/UpdateNodeStatusTask.java
@@ -18,29 +18,49 @@
  */
 package org.apache.asterix.app.nc.task;
 
+import java.util.Set;
+
 import org.apache.asterix.common.api.INCLifecycleTask;
+import org.apache.asterix.common.api.INcApplicationContext;
+import org.apache.asterix.common.storage.IReplicaManager;
 import org.apache.hyracks.api.client.NodeStatus;
 import org.apache.hyracks.api.control.CcId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.service.IControllerService;
 import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 public class UpdateNodeStatusTask implements INCLifecycleTask {
 
-    private static final long serialVersionUID = 1L;
+    private static final Logger LOGGER = LogManager.getLogger();
+    private static final long serialVersionUID = 2L;
     private final NodeStatus status;
+    private final Set<Integer> activePartitions;
 
-    public UpdateNodeStatusTask(NodeStatus status) {
+    public UpdateNodeStatusTask(NodeStatus status, Set<Integer> activePartitions) {
         this.status = status;
+        this.activePartitions = activePartitions;
     }
 
     @Override
-    public void perform(CcId ccId, IControllerService cs) {
+    public void perform(CcId ccId, IControllerService cs) throws HyracksDataException {
         NodeControllerService ncs = (NodeControllerService) cs;
         ncs.setNodeStatus(status);
+        if (status != NodeStatus.ACTIVE) {
+            updateNodeActivePartitions(cs);
+        }
+    }
+
+    private void updateNodeActivePartitions(IControllerService cs) {
+        INcApplicationContext appCtx = (INcApplicationContext) cs.getApplicationContext();
+        IReplicaManager replicaManager = appCtx.getReplicaManager();
+        LOGGER.info("updating node active partitions to {}", activePartitions);
+        replicaManager.setActivePartitions(activePartitions);
     }
 
     @Override
     public String toString() {
-        return "{ \"class\" : \"" + getClass().getSimpleName() + "\" }";
+        return "UpdateNodeStatusTask{" + "status=" + status + ", activePartitions=" + activePartitions + '}';
     }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/NcLifecycleCoordinator.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/NcLifecycleCoordinator.java
index c4e4f82..06005a9 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/NcLifecycleCoordinator.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/NcLifecycleCoordinator.java
@@ -26,19 +26,18 @@
 import java.net.URI;
 import java.net.URISyntaxException;
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
-import java.util.stream.Collectors;
 
 import org.apache.asterix.app.nc.task.BindMetadataNodeTask;
 import org.apache.asterix.app.nc.task.CheckpointTask;
 import org.apache.asterix.app.nc.task.ExportMetadataNodeTask;
 import org.apache.asterix.app.nc.task.LocalRecoveryTask;
+import org.apache.asterix.app.nc.task.LocalStorageCleanupTask;
 import org.apache.asterix.app.nc.task.MetadataBootstrapTask;
 import org.apache.asterix.app.nc.task.RetrieveLibrariesTask;
 import org.apache.asterix.app.nc.task.StartLifecycleComponentsTask;
@@ -51,7 +50,6 @@
 import org.apache.asterix.app.replication.message.RegistrationTasksResponseMessage;
 import org.apache.asterix.common.api.IClusterManagementWork.ClusterState;
 import org.apache.asterix.common.api.INCLifecycleTask;
-import org.apache.asterix.common.cluster.ClusterPartition;
 import org.apache.asterix.common.cluster.IClusterStateManager;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.exceptions.RuntimeDataException;
@@ -102,7 +100,7 @@
     @Override
     public void notifyNodeFailure(String nodeId, InetSocketAddress replicaAddress) throws HyracksDataException {
         pendingStartupCompletionNodes.remove(nodeId);
-        clusterManager.updateNodeState(nodeId, false, null);
+        clusterManager.updateNodeState(nodeId, false, null, null);
         if (nodeId.equals(metadataNodeId)) {
             clusterManager.updateMetadataNode(metadataNodeId, false);
         }
@@ -138,7 +136,8 @@
     private void process(RegistrationTasksRequestMessage msg) throws HyracksDataException {
         final String nodeId = msg.getNodeId();
         nodeSecretsMap.put(nodeId, msg.getSecrets());
-        List<INCLifecycleTask> tasks = buildNCRegTasks(msg.getNodeId(), msg.getNodeStatus(), msg.getState());
+        List<INCLifecycleTask> tasks =
+                buildNCRegTasks(msg.getNodeId(), msg.getNodeStatus(), msg.getState(), msg.getActivePartitions());
         RegistrationTasksResponseMessage response = new RegistrationTasksResponseMessage(nodeId, tasks);
         try {
             messageBroker.sendApplicationMessageToNC(response, msg.getNodeId());
@@ -157,7 +156,7 @@
             return;
         }
         if (msg.isSuccess()) {
-            clusterManager.updateNodeState(msg.getNodeId(), true, msg.getLocalCounters());
+            clusterManager.updateNodeState(msg.getNodeId(), true, msg.getLocalCounters(), msg.getActivePartitions());
             if (msg.getNodeId().equals(metadataNodeId)) {
                 clusterManager.updateMetadataNode(metadataNodeId, true);
             }
@@ -167,15 +166,17 @@
         }
     }
 
-    protected List<INCLifecycleTask> buildNCRegTasks(String nodeId, NodeStatus nodeStatus, SystemState state) {
-        LOGGER.info("Building registration tasks for node {} with status {} and system state: {}", nodeId, nodeStatus,
-                state);
+    protected List<INCLifecycleTask> buildNCRegTasks(String nodeId, NodeStatus nodeStatus, SystemState state,
+            Set<Integer> activePartitions) {
+        LOGGER.info(
+                "Building registration tasks for node {} with status {} and system state: {} and active partitions {}",
+                nodeId, nodeStatus, state, activePartitions);
         final boolean isMetadataNode = nodeId.equals(metadataNodeId);
         switch (nodeStatus) {
             case ACTIVE:
                 return buildActiveNCRegTasks(isMetadataNode);
             case IDLE:
-                return buildIdleNcRegTasks(nodeId, isMetadataNode, state);
+                return buildIdleNcRegTasks(nodeId, isMetadataNode, state, activePartitions);
             default:
                 return new ArrayList<>();
         }
@@ -210,20 +211,23 @@
         }
     }
 
-    protected List<INCLifecycleTask> buildIdleNcRegTasks(String newNodeId, boolean metadataNode, SystemState state) {
+    protected List<INCLifecycleTask> buildIdleNcRegTasks(String newNodeId, boolean metadataNode, SystemState state,
+            Set<Integer> activePartitions) {
         final List<INCLifecycleTask> tasks = new ArrayList<>();
-        tasks.add(new UpdateNodeStatusTask(NodeStatus.BOOTING));
+        Set<Integer> nodeActivePartitions = getNodeActivePartitions(newNodeId, activePartitions, metadataNode);
+        tasks.add(new UpdateNodeStatusTask(NodeStatus.BOOTING, nodeActivePartitions));
+        int metadataPartitionId = clusterManager.getMetadataPartition().getPartitionId();
+        tasks.add(new LocalStorageCleanupTask(metadataPartitionId));
         if (state == SystemState.CORRUPTED) {
-            // need to perform local recovery for node partitions
-            LocalRecoveryTask rt = new LocalRecoveryTask(Arrays.stream(clusterManager.getNodePartitions(newNodeId))
-                    .map(ClusterPartition::getPartitionId).collect(Collectors.toSet()));
+            // need to perform local recovery for node active partitions
+            LocalRecoveryTask rt = new LocalRecoveryTask(nodeActivePartitions);
             tasks.add(rt);
         }
         if (replicationEnabled) {
             tasks.add(new StartReplicationServiceTask());
         }
         if (metadataNode) {
-            tasks.add(new MetadataBootstrapTask(clusterManager.getMetadataPartition().getPartitionId()));
+            tasks.add(new MetadataBootstrapTask(metadataPartitionId));
         }
         tasks.add(new CheckpointTask());
         tasks.add(new StartLifecycleComponentsTask());
@@ -241,7 +245,7 @@
             tasks.add(new ExportMetadataNodeTask(true));
             tasks.add(new BindMetadataNodeTask());
         }
-        tasks.add(new UpdateNodeStatusTask(NodeStatus.ACTIVE));
+        tasks.add(new UpdateNodeStatusTask(NodeStatus.ACTIVE, nodeActivePartitions));
         return tasks;
     }
 
@@ -298,6 +302,13 @@
         return true;
     }
 
+    protected Set<Integer> getNodeActivePartitions(String nodeId, Set<Integer> nodePartitions, boolean metadataNode) {
+        if (metadataNode) {
+            nodePartitions.add(clusterManager.getMetadataPartition().getPartitionId());
+        }
+        return nodePartitions;
+    }
+
     private void notifyFailedReplica(IClusterStateManager clusterManager, String nodeID,
             InetSocketAddress replicaAddress) {
         LOGGER.info("notify replica failure of nodeId {} at {}", nodeID, replicaAddress);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/NCLifecycleTaskReportMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/NCLifecycleTaskReportMessage.java
index 79fa7c8..b2a2dd7 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/NCLifecycleTaskReportMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/NCLifecycleTaskReportMessage.java
@@ -18,6 +18,8 @@
  */
 package org.apache.asterix.app.replication.message;
 
+import java.util.Set;
+
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.common.messaging.api.ICcAddressedMessage;
 import org.apache.asterix.common.replication.INCLifecycleMessage;
@@ -31,11 +33,14 @@
     private final boolean success;
     private Throwable exception;
     private final NcLocalCounters localCounters;
+    private final Set<Integer> activePartitions;
 
-    public NCLifecycleTaskReportMessage(String nodeId, boolean success, NcLocalCounters localCounters) {
+    public NCLifecycleTaskReportMessage(String nodeId, boolean success, NcLocalCounters localCounters,
+            Set<Integer> activePartitions) {
         this.nodeId = nodeId;
         this.success = success;
         this.localCounters = localCounters;
+        this.activePartitions = activePartitions;
     }
 
     @Override
@@ -67,4 +72,14 @@
     public MessageType getType() {
         return MessageType.REGISTRATION_TASKS_RESULT;
     }
+
+    public Set<Integer> getActivePartitions() {
+        return activePartitions;
+    }
+
+    @Override
+    public String toString() {
+        return "NCLifecycleTaskReportMessage{" + "nodeId='" + nodeId + '\'' + ", success=" + success + ", exception="
+                + exception + ", localCounters=" + localCounters + ", activePartitions=" + activePartitions + '}';
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksRequestMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksRequestMessage.java
index c2cc63c..9e95ac6 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksRequestMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksRequestMessage.java
@@ -18,8 +18,8 @@
  */
 package org.apache.asterix.app.replication.message;
 
-import java.util.HashMap;
 import java.util.Map;
+import java.util.Set;
 
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.common.messaging.api.ICcAddressedMessage;
@@ -38,24 +38,27 @@
 
     private static final Logger LOGGER = LogManager.getLogger();
     private static final long serialVersionUID = 2L;
-    protected final SystemState state;
-    protected final String nodeId;
-    protected final NodeStatus nodeStatus;
-    protected final Map<String, Object> secrets;
+    private final SystemState state;
+    private final String nodeId;
+    private final NodeStatus nodeStatus;
+    private final Map<String, Object> secrets;
+    private final Set<Integer> activePartitions;
 
     public RegistrationTasksRequestMessage(String nodeId, NodeStatus nodeStatus, SystemState state,
-            Map<String, Object> secretsEphemeral) {
+            Map<String, Object> secretsEphemeral, Set<Integer> activePartitions) {
         this.state = state;
         this.nodeId = nodeId;
         this.nodeStatus = nodeStatus;
-        this.secrets = new HashMap<>(secretsEphemeral);
+        this.secrets = secretsEphemeral;
+        this.activePartitions = activePartitions;
     }
 
     public static void send(CcId ccId, NodeControllerService cs, NodeStatus nodeStatus, SystemState systemState,
-            Map<String, Object> secretsEphemeral) throws HyracksDataException {
+            Map<String, Object> secretsEphemeral, Set<Integer> activePartitions) throws HyracksDataException {
         try {
-            RegistrationTasksRequestMessage msg =
-                    new RegistrationTasksRequestMessage(cs.getId(), nodeStatus, systemState, secretsEphemeral);
+            RegistrationTasksRequestMessage msg = new RegistrationTasksRequestMessage(cs.getId(), nodeStatus,
+                    systemState, secretsEphemeral, activePartitions);
+            LOGGER.info("sending {} to CC", msg);
             ((INCMessageBroker) cs.getContext().getMessageBroker()).sendMessageToCC(ccId, msg);
         } catch (Exception e) {
             LOGGER.log(Level.ERROR, "Unable to send RegistrationTasksRequestMessage to CC", e);
@@ -88,4 +91,14 @@
     public Map<String, Object> getSecrets() {
         return secrets;
     }
+
+    public Set<Integer> getActivePartitions() {
+        return activePartitions;
+    }
+
+    @Override
+    public String toString() {
+        return "RegistrationTasksRequestMessage{" + "state=" + state + ", nodeId='" + nodeId + '\'' + ", nodeStatus="
+                + nodeStatus + ", activePartitions=" + activePartitions + '}';
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksResponseMessage.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksResponseMessage.java
index 1227a6f..f0f0470 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksResponseMessage.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/replication/message/RegistrationTasksResponseMessage.java
@@ -18,7 +18,9 @@
  */
 package org.apache.asterix.app.replication.message;
 
+import java.util.HashSet;
 import java.util.List;
+import java.util.Set;
 
 import org.apache.asterix.common.api.INCLifecycleTask;
 import org.apache.asterix.common.api.INcApplicationContext;
@@ -57,13 +59,9 @@
             Throwable exception = null;
             try {
                 for (INCLifecycleTask task : tasks) {
-                    if (LOGGER.isInfoEnabled()) {
-                        LOGGER.log(Level.INFO, "Starting startup task: " + task);
-                    }
+                    LOGGER.log(Level.INFO, "Starting startup task: {}", task);
                     task.perform(getCcId(), cs);
-                    if (LOGGER.isInfoEnabled()) {
-                        LOGGER.log(Level.INFO, "Completed startup task: " + task);
-                    }
+                    LOGGER.log(Level.INFO, "Completed startup task: {}", task);
                 }
             } catch (Throwable e) { //NOSONAR all startup failures should be reported to CC
                 LOGGER.log(Level.ERROR, "Failed during startup task", e);
@@ -72,7 +70,10 @@
             }
             NcLocalCounters localCounter = success ? NcLocalCounters.collect(getCcId(),
                     (NodeControllerService) appCtx.getServiceContext().getControllerService()) : null;
-            NCLifecycleTaskReportMessage result = new NCLifecycleTaskReportMessage(nodeId, success, localCounter);
+            // wrap the returned partitions in a hash set to make it serializable
+            Set<Integer> nodeActivePartitions = new HashSet<>(appCtx.getReplicaManager().getPartitions());
+            NCLifecycleTaskReportMessage result =
+                    new NCLifecycleTaskReportMessage(nodeId, success, localCounter, nodeActivePartitions);
             result.setException(exception);
             try {
                 broker.sendMessageToCC(getCcId(), result);
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractCodedMessagePrinter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractCodedMessagePrinter.java
index 6270c4c..f1eb315 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractCodedMessagePrinter.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractCodedMessagePrinter.java
@@ -26,6 +26,9 @@
 import org.apache.asterix.common.api.IResponseFieldPrinter;
 import org.apache.hyracks.util.JSONUtil;
 
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+
 public abstract class AbstractCodedMessagePrinter implements IResponseFieldPrinter {
 
     private enum CodedMessageField {
@@ -68,4 +71,14 @@
         }
         pw.print("]");
     }
+
+    public ObjectNode appendTo(ObjectNode objectNode) {
+        ArrayNode array = objectNode.putArray(getName());
+        messages.forEach(codedMessage -> {
+            ObjectNode error = array.addObject();
+            error.put(CodedMessageField.CODE.str(), codedMessage.getCode());
+            error.put(CodedMessageField.MSG.str(), codedMessage.getMessage());
+        });
+        return objectNode;
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractResultsPrinter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractResultsPrinter.java
new file mode 100644
index 0000000..621fde1
--- /dev/null
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/AbstractResultsPrinter.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.app.result.fields;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.common.api.IResponseFieldPrinter;
+import org.apache.asterix.translator.IStatementExecutor;
+import org.apache.asterix.translator.SessionOutput;
+
+abstract class AbstractResultsPrinter implements IResponseFieldPrinter {
+    public static final String FIELD_NAME = "results";
+
+    protected final IApplicationContext appCtx;
+    protected final IStatementExecutor.Stats stats;
+    protected final SessionOutput sessionOutput;
+
+    AbstractResultsPrinter(IApplicationContext appCtx, IStatementExecutor.Stats stats, SessionOutput sessionOutput) {
+        this.appCtx = appCtx;
+        this.stats = stats;
+        this.sessionOutput = sessionOutput;
+    }
+
+    @Override
+    public String getName() {
+        return FIELD_NAME;
+    }
+}
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/NcResultPrinter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/NcResultPrinter.java
index ccf970c..d98472e 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/NcResultPrinter.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/NcResultPrinter.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.app.result.ResponsePrinter;
 import org.apache.asterix.app.result.ResultReader;
 import org.apache.asterix.common.api.IApplicationContext;
-import org.apache.asterix.common.api.IResponseFieldPrinter;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.translator.IStatementExecutor;
 import org.apache.asterix.translator.SessionOutput;
@@ -36,24 +35,19 @@
 import org.apache.hyracks.api.result.IResultSet;
 import org.apache.hyracks.api.result.ResultSetId;
 
-public class NcResultPrinter implements IResponseFieldPrinter {
+public class NcResultPrinter extends AbstractResultsPrinter {
 
     private final IStatementExecutor.ResultDelivery delivery;
     private final ExecuteStatementResponseMessage responseMsg;
-    private final IApplicationContext appCtx;
     private final IResultSet resultSet;
-    private final SessionOutput sessionOutput;
-    private final IStatementExecutor.Stats stats;
 
     public NcResultPrinter(IApplicationContext appCtx, ExecuteStatementResponseMessage responseMsg,
             IResultSet resultSet, IStatementExecutor.ResultDelivery delivery, SessionOutput sessionOutput,
             IStatementExecutor.Stats stats) {
-        this.appCtx = appCtx;
+        super(appCtx, stats, sessionOutput);
         this.responseMsg = responseMsg;
         this.delivery = delivery;
         this.resultSet = resultSet;
-        this.sessionOutput = sessionOutput;
-        this.stats = stats;
     }
 
     @Override
@@ -73,9 +67,4 @@
             pw.append(responseMsg.getResult());
         }
     }
-
-    @Override
-    public String getName() {
-        return ResultsPrinter.FIELD_NAME;
-    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/ResultsPrinter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/ResultsPrinter.java
index 52198de..ee2d7d5 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/ResultsPrinter.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/ResultsPrinter.java
@@ -23,37 +23,25 @@
 import org.apache.asterix.api.http.server.ResultUtil;
 import org.apache.asterix.app.result.ResultReader;
 import org.apache.asterix.common.api.IApplicationContext;
-import org.apache.asterix.common.api.IResponseFieldPrinter;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.translator.IStatementExecutor;
 import org.apache.asterix.translator.SessionOutput;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
-public class ResultsPrinter implements IResponseFieldPrinter {
+public class ResultsPrinter extends AbstractResultsPrinter {
 
-    public static final String FIELD_NAME = "results";
-    private final IApplicationContext appCtx;
     private final ARecordType recordType;
     private final ResultReader resultReader;
-    private final IStatementExecutor.Stats stats;
-    private final SessionOutput sessionOutput;
 
     public ResultsPrinter(IApplicationContext appCtx, ResultReader resultReader, ARecordType recordType,
             IStatementExecutor.Stats stats, SessionOutput sessionOutput) {
-        this.appCtx = appCtx;
+        super(appCtx, stats, sessionOutput);
         this.recordType = recordType;
         this.resultReader = resultReader;
-        this.stats = stats;
-        this.sessionOutput = sessionOutput;
     }
 
     @Override
     public void print(PrintWriter pw) throws HyracksDataException {
         ResultUtil.printResults(appCtx, resultReader, sessionOutput, stats, recordType);
     }
-
-    @Override
-    public String getName() {
-        return FIELD_NAME;
-    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/SignaturePrinter.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/SignaturePrinter.java
index fe9d2be..048584c 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/SignaturePrinter.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/result/fields/SignaturePrinter.java
@@ -19,27 +19,147 @@
 package org.apache.asterix.app.result.fields;
 
 import java.io.PrintWriter;
+import java.util.LinkedHashSet;
+import java.util.List;
 
+import org.apache.asterix.api.common.ResultMetadata;
 import org.apache.asterix.api.http.server.ResultUtil;
+import org.apache.asterix.common.annotations.IRecordTypeAnnotation;
+import org.apache.asterix.common.annotations.RecordFieldOrderAnnotation;
 import org.apache.asterix.common.api.IResponseFieldPrinter;
+import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.translator.ExecutionPlans;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.util.JSONUtil;
+
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
 
 public class SignaturePrinter implements IResponseFieldPrinter {
 
-    public static final SignaturePrinter INSTANCE = new SignaturePrinter();
+    public static final SignaturePrinter INSTANCE = new SignaturePrinter(null);
     private static final String FIELD_NAME = "signature";
+    private static final String NAME_FIELD_NAME = "name";
+    private static final String TYPE_FIELD_NAME = "type";
+    private static final String OPTIONAL_MODIFIER = "?";
+
+    private final String signature;
+
+    public SignaturePrinter(String signature) {
+        this.signature = signature;
+    }
 
     @Override
     public void print(PrintWriter pw) {
         pw.print("\t\"");
         pw.print(FIELD_NAME);
-        pw.print("\": {\n");
-        pw.print("\t");
-        ResultUtil.printField(pw, "*", "*", false);
-        pw.print("\n\t}");
+        pw.print("\": ");
+        if (signature == null) {
+            pw.print("{\n\t");
+            ResultUtil.printField(pw, "*", "*", false);
+            pw.print("\n\t}");
+        } else {
+            pw.print(signature);
+        }
     }
 
     @Override
     public String getName() {
         return FIELD_NAME;
     }
+
+    public static String generateFlatSignature(ResultMetadata resultMetadata) {
+        List<Object> typeInfo = resultMetadata.getOutputTypes();
+        if (typeInfo == null || typeInfo.size() != 1) {
+            return null;
+        }
+        IAType outputType = TypeComputeUtils.getActualType((IAType) typeInfo.get(0));
+        if (outputType.getTypeTag() != ATypeTag.OBJECT) {
+            return null;
+        }
+        ARecordType outputRecordType = (ARecordType) outputType;
+        String[] fieldNames;
+        IAType[] fieldTypes;
+        Pair<String[], IAType[]> p = generateFlatSignatureFromOpenType(outputRecordType);
+        if (p != null) {
+            fieldNames = p.first;
+            fieldTypes = p.second;
+        } else {
+            fieldNames = outputRecordType.getFieldNames();
+            fieldTypes = outputRecordType.getFieldTypes();
+        }
+        if (fieldNames == null || fieldNames.length == 0) {
+            return null;
+        }
+        ObjectNode signatureNode = JSONUtil.createObject();
+        ArrayNode fieldNameArrayNode = signatureNode.putArray(NAME_FIELD_NAME);
+        ArrayNode fieldTypeArrayNode = signatureNode.putArray(TYPE_FIELD_NAME);
+        for (int i = 0, n = fieldNames.length; i < n; i++) {
+            fieldNameArrayNode.add(fieldNames[i]);
+            fieldTypeArrayNode.add(printFieldType(fieldTypes[i]));
+        }
+        return signatureNode.toString();
+    }
+
+    private static Pair<String[], IAType[]> generateFlatSignatureFromOpenType(ARecordType outputRecordType) {
+        if (!outputRecordType.isOpen() || !outputRecordType.knowsAllPossibleAdditonalFieldNames()) {
+            return null;
+        }
+        IRecordTypeAnnotation fieldOrderAnn =
+                outputRecordType.findAnnotation(IRecordTypeAnnotation.Kind.RECORD_FIELD_ORDER);
+        if (fieldOrderAnn == null) {
+            return null;
+        }
+        LinkedHashSet<String> fieldNamesOrdered = ((RecordFieldOrderAnnotation) fieldOrderAnn).getFieldNames();
+        int numFields = fieldNamesOrdered.size();
+
+        String[] fieldNames = new String[numFields];
+        IAType[] fieldTypes = new IAType[numFields];
+        int i = 0;
+        for (String fieldName : fieldNamesOrdered) {
+            IAType fieldType;
+            if (outputRecordType.isClosedField(fieldName)) {
+                fieldType = outputRecordType.getFieldType(fieldName);
+            } else if (outputRecordType.getAllPossibleAdditonalFieldNames().contains(fieldName)) {
+                fieldType = BuiltinType.ANY;
+            } else {
+                return null;
+            }
+            fieldNames[i] = fieldName;
+            fieldTypes[i] = fieldType;
+            i++;
+        }
+        return new Pair<>(fieldNames, fieldTypes);
+    }
+
+    private static String printFieldType(IAType type) {
+        boolean optional = false;
+        if (type.getTypeTag() == ATypeTag.UNION) {
+            AUnionType fieldTypeUnion = (AUnionType) type;
+            optional = fieldTypeUnion.isNullableType() || fieldTypeUnion.isMissableType();
+            type = fieldTypeUnion.getActualType();
+        }
+        String typeName;
+        switch (type.getTypeTag()) {
+            case OBJECT:
+            case ARRAY:
+            case MULTISET:
+                typeName = type.getDisplayName();
+                break;
+            default:
+                typeName = type.getTypeName();
+                break;
+        }
+        return optional ? typeName + OPTIONAL_MODIFIER : typeName;
+    }
+
+    public static SignaturePrinter newInstance(ExecutionPlans executionPlans) {
+        String signature = executionPlans.getSignature();
+        return signature != null ? new SignaturePrinter(signature) : INSTANCE;
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
index 3aa8a6f..1729b50 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/QueryTranslator.java
@@ -21,6 +21,7 @@
 import static org.apache.asterix.common.api.IIdentifierMapper.Modifier.PLURAL;
 import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
 import static org.apache.asterix.common.utils.IdentifierUtil.dataverse;
+import static org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement.FIELD_TYPE_STOPWORDS;
 
 import java.io.File;
 import java.io.FileInputStream;
@@ -38,9 +39,11 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.Properties;
 import java.util.Set;
 import java.util.concurrent.ExecutorService;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
 import java.util.stream.Collectors;
 
 import org.apache.asterix.active.ActivityState;
@@ -62,6 +65,7 @@
 import org.apache.asterix.app.result.fields.ResultHandlePrinter;
 import org.apache.asterix.app.result.fields.ResultsPrinter;
 import org.apache.asterix.app.result.fields.StatusPrinter;
+import org.apache.asterix.common.api.IApplicationContext;
 import org.apache.asterix.common.api.IClientRequest;
 import org.apache.asterix.common.api.IMetadataLockManager;
 import org.apache.asterix.common.api.IRequestTracker;
@@ -84,6 +88,7 @@
 import org.apache.asterix.common.external.IDataSourceAdapter;
 import org.apache.asterix.common.functions.ExternalFunctionLanguage;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.common.metadata.IMetadataLockUtil;
 import org.apache.asterix.common.utils.JobUtils;
@@ -96,17 +101,15 @@
 import org.apache.asterix.external.operators.FeedIntakeOperatorNodePushable;
 import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.asterix.external.util.ExternalDataUtils;
-import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.IQueryRewriter;
 import org.apache.asterix.lang.common.base.IReturningStatement;
 import org.apache.asterix.lang.common.base.IRewriterFactory;
 import org.apache.asterix.lang.common.base.IStatementRewriter;
 import org.apache.asterix.lang.common.base.Statement;
-import org.apache.asterix.lang.common.expression.CallExpr;
 import org.apache.asterix.lang.common.expression.IndexedTypeExpression;
-import org.apache.asterix.lang.common.expression.LiteralExpr;
 import org.apache.asterix.lang.common.expression.TypeExpression;
 import org.apache.asterix.lang.common.expression.TypeReferenceExpression;
-import org.apache.asterix.lang.common.literal.MissingLiteral;
+import org.apache.asterix.lang.common.expression.VariableExpr;
 import org.apache.asterix.lang.common.statement.AdapterDropStatement;
 import org.apache.asterix.lang.common.statement.CompactStatement;
 import org.apache.asterix.lang.common.statement.ConnectFeedStatement;
@@ -114,10 +117,13 @@
 import org.apache.asterix.lang.common.statement.CreateDataverseStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedPolicyStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement;
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateIndexStatement;
 import org.apache.asterix.lang.common.statement.CreateLibraryStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
@@ -127,6 +133,8 @@
 import org.apache.asterix.lang.common.statement.ExternalDetailsDecl;
 import org.apache.asterix.lang.common.statement.FeedDropStatement;
 import org.apache.asterix.lang.common.statement.FeedPolicyDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextConfigDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextFilterDropStatement;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.FunctionDropStatement;
 import org.apache.asterix.lang.common.statement.IndexDropStatement;
@@ -144,10 +152,14 @@
 import org.apache.asterix.lang.common.statement.SynonymDropStatement;
 import org.apache.asterix.lang.common.statement.TypeDecl;
 import org.apache.asterix.lang.common.statement.TypeDropStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.statement.ViewDropStatement;
 import org.apache.asterix.lang.common.statement.WriteStatement;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
 import org.apache.asterix.lang.common.util.FunctionUtil;
+import org.apache.asterix.lang.common.util.ViewUtil;
+import org.apache.asterix.lang.sqlpp.rewrites.SqlppQueryRewriter;
 import org.apache.asterix.metadata.IDatasetDetails;
 import org.apache.asterix.metadata.MetadataManager;
 import org.apache.asterix.metadata.MetadataTransactionContext;
@@ -165,12 +177,15 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
 import org.apache.asterix.metadata.entities.Library;
 import org.apache.asterix.metadata.entities.NodeGroup;
 import org.apache.asterix.metadata.entities.Synonym;
+import org.apache.asterix.metadata.entities.ViewDetails;
 import org.apache.asterix.metadata.feeds.FeedMetadataUtil;
 import org.apache.asterix.metadata.functions.ExternalFunctionCompilerUtil;
 import org.apache.asterix.metadata.lock.ExternalDatasetsRegistry;
@@ -181,6 +196,7 @@
 import org.apache.asterix.metadata.utils.MetadataConstants;
 import org.apache.asterix.metadata.utils.MetadataUtil;
 import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -188,6 +204,10 @@
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.types.TypeSignature;
 import org.apache.asterix.om.utils.RecordUtil;
+import org.apache.asterix.runtime.fulltext.AbstractFullTextFilterDescriptor;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
+import org.apache.asterix.runtime.fulltext.IFullTextFilterDescriptor;
+import org.apache.asterix.runtime.fulltext.StopwordsFullTextFilterDescriptor;
 import org.apache.asterix.transaction.management.service.transaction.DatasetIdFactory;
 import org.apache.asterix.translator.AbstractLangTranslator;
 import org.apache.asterix.translator.ClientRequest;
@@ -217,6 +237,7 @@
 import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression.FunctionKind;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.data.IAWriterFactory;
 import org.apache.hyracks.algebricks.data.IResultSerializerFactoryProvider;
 import org.apache.hyracks.algebricks.runtime.serializer.ResultSerializerFactoryProvider;
@@ -238,11 +259,16 @@
 import org.apache.hyracks.control.common.controllers.CCConfig;
 import org.apache.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor.DropOption;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.util.LogRedactionUtil;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.apache.logging.log4j.Level;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
+import com.google.common.base.Strings;
+import com.google.common.collect.ImmutableList;
+
 /*
  * Provides functionality for executing a batch of Query statements (queries included)
  * sequentially.
@@ -267,6 +293,7 @@
     protected final IMetadataLockUtil lockUtil;
     protected final IResponsePrinter responsePrinter;
     protected final WarningCollector warningCollector;
+    protected final ReentrantReadWriteLock compilationLock;
 
     public QueryTranslator(ICcApplicationContext appCtx, List<Statement> statements, SessionOutput output,
             ILangCompilationProvider compilationProvider, ExecutorService executorService,
@@ -285,6 +312,7 @@
         this.executorService = executorService;
         this.responsePrinter = responsePrinter;
         this.warningCollector = new WarningCollector();
+        this.compilationLock = appCtx.getCompilationLock();
         if (appCtx.getServiceContext().getAppConfig().getBoolean(CCConfig.Option.ENFORCE_FRAME_WRITER_PROTOCOL)) {
             this.jobFlags.add(JobFlag.ENFORCE_CONTRACT);
         }
@@ -325,10 +353,8 @@
                 }
                 validateOperation(appCtx, activeDataverse, stmt);
                 MetadataProvider metadataProvider = MetadataProvider.create(appCtx, activeDataverse);
-                metadataProvider.getConfig().putAll(config);
-                metadataProvider.setWriterFactory(writerFactory);
-                metadataProvider.setResultSerializerFactoryProvider(resultSerializerFactoryProvider);
-                metadataProvider.setOutputFile(outputFile);
+                configureMetadataProvider(metadataProvider, config, resultSerializerFactoryProvider, writerFactory,
+                        outputFile, requestParameters, stmt);
                 IStatementRewriter stmtRewriter = rewriterFactory.createStatementRewriter();
                 rewriteStatement(stmt, stmtRewriter, metadataProvider); // Rewrite the statement's AST.
                 Statement.Kind kind = stmt.getKind();
@@ -349,6 +375,12 @@
                     case CREATE_INDEX:
                         handleCreateIndexStatement(metadataProvider, stmt, hcc, requestParameters);
                         break;
+                    case CREATE_FULL_TEXT_FILTER:
+                        handleCreateFullTextFilterStatement(metadataProvider, stmt);
+                        break;
+                    case CREATE_FULL_TEXT_CONFIG:
+                        handleCreateFullTextConfigStatement(metadataProvider, stmt);
+                        break;
                     case TYPE_DECL:
                         handleCreateTypeStatement(metadataProvider, stmt);
                         break;
@@ -364,6 +396,12 @@
                     case INDEX_DROP:
                         handleIndexDropStatement(metadataProvider, stmt, hcc, requestParameters);
                         break;
+                    case FULL_TEXT_FILTER_DROP:
+                        handleFullTextFilterDrop(metadataProvider, stmt, hcc, requestParameters);
+                        break;
+                    case FULL_TEXT_CONFIG_DROP:
+                        handleFullTextConfigDrop(metadataProvider, stmt, hcc, requestParameters);
+                        break;
                     case TYPE_DROP:
                         handleTypeDropStatement(metadataProvider, stmt);
                         break;
@@ -394,6 +432,12 @@
                     case SYNONYM_DROP:
                         handleDropSynonymStatement(metadataProvider, stmt);
                         break;
+                    case CREATE_VIEW:
+                        handleCreateViewStatement(metadataProvider, stmt, stmtRewriter, requestParameters);
+                        break;
+                    case VIEW_DROP:
+                        handleViewDropStatement(metadataProvider, stmt);
+                        break;
                     case LOAD:
                         handleLoadStatement(metadataProvider, stmt, hcc);
                         break;
@@ -406,10 +450,10 @@
                             metadataProvider.setMaxResultReads(maxResultReads);
                         }
                         handleInsertUpsertStatement(metadataProvider, stmt, hcc, resultSet, resultDelivery, outMetadata,
-                                stats, false, requestParameters, stmtParams, stmtRewriter);
+                                stats, requestParameters, stmtParams, stmtRewriter);
                         break;
                     case DELETE:
-                        handleDeleteStatement(metadataProvider, stmt, hcc, false, stmtParams, stmtRewriter);
+                        handleDeleteStatement(metadataProvider, stmt, hcc, stmtParams, stmtRewriter);
                         break;
                     case CREATE_FEED:
                         handleCreateFeedStatement(metadataProvider, stmt);
@@ -453,9 +497,7 @@
                         handleExternalDatasetRefreshStatement(metadataProvider, stmt, hcc);
                         break;
                     case WRITE:
-                        Pair<IAWriterFactory, FileSplit> result = handleWriteStatement(stmt);
-                        writerFactory = (result.first != null) ? result.first : writerFactory;
-                        outputFile = result.second;
+                        //Deprecated.
                         break;
                     case FUNCTION_DECL:
                         handleDeclareFunctionStatement(metadataProvider, stmt);
@@ -479,6 +521,27 @@
         }
     }
 
+    protected void configureMetadataProvider(MetadataProvider metadataProvider, Map<String, String> config,
+            IResultSerializerFactoryProvider resultSerializerFactoryProvider, IAWriterFactory writerFactory,
+            FileSplit outputFile, IRequestParameters requestParameters, Statement statement) {
+        if (statement.getKind() == Statement.Kind.QUERY && requestParameters.isSQLCompatMode()) {
+            metadataProvider.getConfig().put(SqlppQueryRewriter.SQL_COMPAT_OPTION, Boolean.TRUE.toString());
+        }
+        metadataProvider.getConfig().putAll(config);
+        metadataProvider.setWriterFactory(writerFactory);
+        metadataProvider.setResultSerializerFactoryProvider(resultSerializerFactoryProvider);
+        metadataProvider.setOutputFile(outputFile);
+    }
+
+    protected DataverseDecl getRequestDataverseDecl(IRequestParameters requestParameters) throws AlgebricksException {
+        String requestDataverseName = requestParameters.getDefaultDataverseName();
+        if (requestDataverseName == null) {
+            return null;
+        }
+        DataverseName dvName = DataverseName.createFromCanonicalForm(requestDataverseName);
+        return new DataverseDecl(dvName, true);
+    }
+
     protected void handleSetStatement(Statement stmt, Map<String, String> config) throws CompilationException {
         SetStatement ss = (SetStatement) stmt;
         String pname = ss.getPropName();
@@ -522,7 +585,17 @@
             DataverseName dvName = stmtUseDataverse.getDataverseName();
             Dataverse dv = MetadataManager.INSTANCE.getDataverse(metadataProvider.getMetadataTxnContext(), dvName);
             if (dv == null) {
-                throw new MetadataException(ErrorCode.UNKNOWN_DATAVERSE, stmtUseDataverse.getSourceLocation(), dvName);
+                if (stmtUseDataverse.getIfExists()) {
+                    if (warningCollector.shouldWarn()) {
+                        warningCollector.warn(
+                                Warning.of(stmtUseDataverse.getSourceLocation(), ErrorCode.UNKNOWN_DATAVERSE, dvName));
+                    }
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return activeDataverse;
+                } else {
+                    throw new MetadataException(ErrorCode.UNKNOWN_DATAVERSE, stmtUseDataverse.getSourceLocation(),
+                            dvName);
+                }
             }
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
             return dv;
@@ -616,50 +689,22 @@
         metadataProvider.validateDatabaseObjectName(dd.getDataverse(), datasetName, stmt.getSourceLocation());
         DataverseName dataverseName = getActiveDataverseName(dd.getDataverse());
         TypeExpression itemTypeExpr = dd.getItemType();
-        DataverseName itemTypeDataverseName;
-        String itemTypeName;
-        boolean itemTypeAnonymous;
-        switch (itemTypeExpr.getTypeKind()) {
-            case TYPEREFERENCE:
-                TypeReferenceExpression itemTypeRefExpr = (TypeReferenceExpression) itemTypeExpr;
-                Pair<DataverseName, Identifier> itemTypeIdent = itemTypeRefExpr.getIdent();
-                itemTypeDataverseName = itemTypeIdent.first != null ? itemTypeIdent.first : dataverseName;
-                itemTypeName = itemTypeRefExpr.getIdent().second.getValue();
-                itemTypeAnonymous = false;
-                break;
-            case RECORD:
-                itemTypeDataverseName = dataverseName;
-                itemTypeName = TypeUtil.createDatasetInlineTypeName(datasetName, false);
-                itemTypeAnonymous = true;
-                break;
-            default:
-                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, stmt.getSourceLocation(),
-                        String.valueOf(itemTypeExpr.getTypeKind()));
-        }
+        Triple<DataverseName, String, Boolean> itemTypeQualifiedName =
+                extractDatasetItemTypeName(dataverseName, datasetName, itemTypeExpr, false, stmt.getSourceLocation());
+        DataverseName itemTypeDataverseName = itemTypeQualifiedName.first;
+        String itemTypeName = itemTypeQualifiedName.second;
+        boolean itemTypeAnonymous = itemTypeQualifiedName.third;
 
         TypeExpression metaItemTypeExpr = dd.getMetaItemType();
         DataverseName metaItemTypeDataverseName = null;
         String metaItemTypeName = null;
         boolean metaItemTypeAnonymous;
         if (metaItemTypeExpr != null) {
-            switch (metaItemTypeExpr.getTypeKind()) {
-                case TYPEREFERENCE:
-                    TypeReferenceExpression metaItemTypeRefExpr = (TypeReferenceExpression) metaItemTypeExpr;
-                    Pair<DataverseName, Identifier> metaItemTypeIdent = metaItemTypeRefExpr.getIdent();
-                    metaItemTypeDataverseName =
-                            metaItemTypeIdent.first != null ? metaItemTypeIdent.first : dataverseName;
-                    metaItemTypeName = metaItemTypeRefExpr.getIdent().second.getValue();
-                    metaItemTypeAnonymous = false;
-                    break;
-                case RECORD:
-                    metaItemTypeDataverseName = dataverseName;
-                    metaItemTypeName = TypeUtil.createDatasetInlineTypeName(datasetName, true);
-                    metaItemTypeAnonymous = true;
-                    break;
-                default:
-                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, stmt.getSourceLocation(),
-                            String.valueOf(metaItemTypeExpr.getTypeKind()));
-            }
+            Triple<DataverseName, String, Boolean> metaItemTypeQualifiedName = extractDatasetItemTypeName(dataverseName,
+                    datasetName, metaItemTypeExpr, true, stmt.getSourceLocation());
+            metaItemTypeDataverseName = metaItemTypeQualifiedName.first;
+            metaItemTypeName = metaItemTypeQualifiedName.second;
+            metaItemTypeAnonymous = metaItemTypeQualifiedName.third;
         } else {
             metaItemTypeAnonymous = true; // doesn't matter
         }
@@ -681,7 +726,7 @@
         }
     }
 
-    protected void doCreateDatasetStatement(MetadataProvider metadataProvider, DatasetDecl dd,
+    protected Optional<? extends Dataset> doCreateDatasetStatement(MetadataProvider metadataProvider, DatasetDecl dd,
             DataverseName dataverseName, String datasetName, DataverseName itemTypeDataverseName,
             TypeExpression itemTypeExpr, String itemTypeName, TypeExpression metaItemTypeExpr,
             DataverseName metaItemTypeDataverseName, String metaItemTypeName, IHyracksClientConnection hcc,
@@ -708,39 +753,26 @@
             }
 
             IDatasetDetails datasetDetails;
-            Dataset ds = metadataProvider.findDataset(dataverseName, datasetName);
+            Dataset ds = metadataProvider.findDataset(dataverseName, datasetName, true);
             if (ds != null) {
+                if (ds.getDatasetType() == DatasetType.VIEW) {
+                    throw new CompilationException(ErrorCode.VIEW_EXISTS, sourceLoc,
+                            DatasetUtil.getFullyQualifiedDisplayName(ds));
+                }
                 if (dd.getIfNotExists()) {
                     MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
-                    return;
+                    return Optional.empty();
                 } else {
                     throw new CompilationException(ErrorCode.DATASET_EXISTS, sourceLoc, datasetName, dataverseName);
                 }
             }
 
-            IAType itemType;
-            boolean itemTypeIsInline = false;
-            switch (itemTypeExpr.getTypeKind()) {
-                case TYPEREFERENCE:
-                    itemTypeEntity = metadataProvider.findTypeEntity(itemTypeDataverseName, itemTypeName);
-                    if (itemTypeEntity == null || itemTypeEntity.getIsAnonymous()) {
-                        // anonymous types cannot be referred from CREATE DATASET
-                        throw new AsterixException(ErrorCode.UNKNOWN_TYPE, sourceLoc,
-                                DatasetUtil.getFullyQualifiedDisplayName(itemTypeDataverseName, itemTypeName));
-                    }
-                    itemType = itemTypeEntity.getDatatype();
-                    validateDatasetItemType(dsType, itemType, false, sourceLoc);
-                    break;
-                case RECORD:
-                    itemType = translateType(itemTypeDataverseName, itemTypeName, itemTypeExpr, mdTxnCtx);
-                    validateDatasetItemType(dsType, itemType, false, sourceLoc);
-                    itemTypeEntity = new Datatype(itemTypeDataverseName, itemTypeName, itemType, true);
-                    itemTypeIsInline = true;
-                    break;
-                default:
-                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
-                            String.valueOf(itemTypeExpr.getTypeKind()));
-            }
+            Pair<Datatype, Boolean> itemTypePair = fetchDatasetItemType(mdTxnCtx, dsType, itemTypeDataverseName,
+                    itemTypeName, itemTypeExpr, false, metadataProvider, sourceLoc);
+            itemTypeEntity = itemTypePair.first;
+            IAType itemType = itemTypeEntity.getDatatype();
+            boolean itemTypeIsInline = itemTypePair.second;
+
             String ngName = ngNameId != null ? ngNameId
                     : configureNodegroupForDataset(appCtx, dd.getHints(), dataverseName, datasetName, metadataProvider,
                             sourceLoc);
@@ -757,30 +789,12 @@
             switch (dsType) {
                 case INTERNAL:
                     if (metaItemTypeExpr != null) {
-                        switch (metaItemTypeExpr.getTypeKind()) {
-                            case TYPEREFERENCE:
-                                metaItemTypeEntity =
-                                        metadataProvider.findTypeEntity(metaItemTypeDataverseName, metaItemTypeName);
-                                if (metaItemTypeEntity == null || metaItemTypeEntity.getIsAnonymous()) {
-                                    // anonymous types cannot be referred from CREATE DATASET
-                                    throw new AsterixException(ErrorCode.UNKNOWN_TYPE, sourceLoc, DatasetUtil
-                                            .getFullyQualifiedDisplayName(metaItemTypeDataverseName, metaItemTypeName));
-                                }
-                                metaItemType = metaItemTypeEntity.getDatatype();
-                                validateDatasetItemType(dsType, metaItemType, true, sourceLoc);
-                                break;
-                            case RECORD:
-                                metaItemType = translateType(metaItemTypeDataverseName, metaItemTypeName,
-                                        metaItemTypeExpr, mdTxnCtx);
-                                validateDatasetItemType(dsType, metaItemType, true, sourceLoc);
-                                metaItemTypeEntity =
-                                        new Datatype(metaItemTypeDataverseName, metaItemTypeName, metaItemType, true);
-                                metaItemTypeIsInline = true;
-                                break;
-                            default:
-                                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
-                                        String.valueOf(metaItemTypeExpr.getTypeKind()));
-                        }
+                        Pair<Datatype, Boolean> metaItemTypePair =
+                                fetchDatasetItemType(mdTxnCtx, dsType, metaItemTypeDataverseName, metaItemTypeName,
+                                        metaItemTypeExpr, true, metadataProvider, sourceLoc);
+                        metaItemTypeEntity = metaItemTypePair.first;
+                        metaItemType = metaItemTypeEntity.getDatatype();
+                        metaItemTypeIsInline = metaItemTypePair.second;
                     }
                     ARecordType metaRecType = (ARecordType) metaItemType;
 
@@ -818,7 +832,8 @@
                             metadataProvider, mdTxnCtx);
                     ExternalDataUtils.normalize(properties);
                     ExternalDataUtils.validate(properties);
-                    validateExternalDatasetProperties(externalDetails, properties, dd.getSourceLocation(), mdTxnCtx);
+                    validateExternalDatasetProperties(externalDetails, properties, dd.getSourceLocation(), mdTxnCtx,
+                            appCtx);
                     datasetDetails = new ExternalDatasetDetails(externalDetails.getAdapter(), properties, new Date(),
                             TransactionState.COMMIT);
                     break;
@@ -925,22 +940,75 @@
             }
             throw e;
         }
+        return Optional.of(dataset);
+    }
+
+    protected Triple<DataverseName, String, Boolean> extractDatasetItemTypeName(DataverseName datasetDataverseName,
+            String datasetName, TypeExpression itemTypeExpr, boolean isMetaItemType, SourceLocation sourceLoc)
+            throws CompilationException {
+        switch (itemTypeExpr.getTypeKind()) {
+            case TYPEREFERENCE:
+                TypeReferenceExpression itemTypeRefExpr = (TypeReferenceExpression) itemTypeExpr;
+                Pair<DataverseName, Identifier> itemTypeIdent = itemTypeRefExpr.getIdent();
+                DataverseName typeDataverseName =
+                        itemTypeIdent.first != null ? itemTypeIdent.first : datasetDataverseName;
+                String typeName = itemTypeRefExpr.getIdent().second.getValue();
+                return new Triple<>(typeDataverseName, typeName, false);
+            case RECORD:
+                String inlineTypeName = TypeUtil.createDatasetInlineTypeName(datasetName, isMetaItemType);
+                return new Triple<>(datasetDataverseName, inlineTypeName, true);
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                        String.valueOf(itemTypeExpr.getTypeKind()));
+        }
+    }
+
+    protected Pair<Datatype, Boolean> fetchDatasetItemType(MetadataTransactionContext mdTxnCtx, DatasetType datasetType,
+            DataverseName itemTypeDataverseName, String itemTypeName, TypeExpression itemTypeExpr,
+            boolean isMetaItemType, MetadataProvider metadataProvider, SourceLocation sourceLoc)
+            throws AlgebricksException {
+        switch (itemTypeExpr.getTypeKind()) {
+            case TYPEREFERENCE:
+                Datatype itemTypeEntity = metadataProvider.findTypeEntity(itemTypeDataverseName, itemTypeName);
+                if (itemTypeEntity == null || itemTypeEntity.getIsAnonymous()) {
+                    // anonymous types cannot be referred from CREATE DATASET/VIEW
+                    throw new AsterixException(ErrorCode.UNKNOWN_TYPE, sourceLoc,
+                            DatasetUtil.getFullyQualifiedDisplayName(itemTypeDataverseName, itemTypeName));
+                }
+                IAType itemType = itemTypeEntity.getDatatype();
+                validateDatasetItemType(datasetType, itemType, isMetaItemType, sourceLoc);
+                return new Pair<>(itemTypeEntity, false);
+            case RECORD:
+                itemType = translateType(itemTypeDataverseName, itemTypeName, itemTypeExpr, mdTxnCtx);
+                validateDatasetItemType(datasetType, itemType, isMetaItemType, sourceLoc);
+                itemTypeEntity = new Datatype(itemTypeDataverseName, itemTypeName, itemType, true);
+                return new Pair<>(itemTypeEntity, true);
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                        String.valueOf(itemTypeExpr.getTypeKind()));
+        }
     }
 
     protected void validateDatasetItemType(DatasetType datasetType, IAType itemType, boolean isMetaItemType,
             SourceLocation sourceLoc) throws AlgebricksException {
         if (itemType.getTypeTag() != ATypeTag.OBJECT) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                    String.format(StringUtils.capitalize(dataset()) + " %s has to be a record type.",
+                    String.format("%s %s has to be a record type.",
+                            datasetType == DatasetType.VIEW ? "view" : StringUtils.capitalize(dataset()),
                             isMetaItemType ? "meta type" : "type"));
         }
+        if (datasetType == DatasetType.VIEW) {
+            ViewUtil.validateViewItemType((ARecordType) itemType, sourceLoc);
+        }
     }
 
     protected Map<String, String> createExternalDatasetProperties(DataverseName dataverseName, DatasetDecl dd,
             Datatype itemType, MetadataProvider metadataProvider, MetadataTransactionContext mdTxnCtx)
             throws AlgebricksException {
         ExternalDetailsDecl externalDetails = (ExternalDetailsDecl) dd.getDatasetDetailsDecl();
-        return externalDetails.getProperties();
+        Map<String, String> properties = externalDetails.getProperties();
+        ExternalDataUtils.validateParquetTypeAndConfiguration(properties, (ARecordType) itemType.getDatatype());
+        return properties;
     }
 
     protected static void validateIfResourceIsActiveInFeed(ICcApplicationContext appCtx, Dataset dataset,
@@ -989,10 +1057,12 @@
         CreateIndexStatement stmtCreateIndex = (CreateIndexStatement) stmt;
         String datasetName = stmtCreateIndex.getDatasetName().getValue();
         String indexName = stmtCreateIndex.getIndexName().getValue();
+        String fullTextConfigName = stmtCreateIndex.getFullTextConfigName();
         metadataProvider.validateDatabaseObjectName(stmtCreateIndex.getDataverseName(), indexName,
                 stmt.getSourceLocation());
         DataverseName dataverseName = getActiveDataverseName(stmtCreateIndex.getDataverseName());
-        lockUtil.createIndexBegin(lockManager, metadataProvider.getLocks(), dataverseName, datasetName);
+        lockUtil.createIndexBegin(lockManager, metadataProvider.getLocks(), dataverseName, datasetName,
+                fullTextConfigName);
         try {
             doCreateIndex(metadataProvider, stmtCreateIndex, dataverseName, datasetName, hcc, requestParameters);
         } finally {
@@ -1022,7 +1092,9 @@
 
             DatasetType datasetType = ds.getDatasetType();
             IndexType indexType = stmtCreateIndex.getIndexType();
-            boolean isSecondaryPrimary = stmtCreateIndex.getFieldExprs().isEmpty();
+            List<CreateIndexStatement.IndexedElement> indexedElements = stmtCreateIndex.getIndexedElements();
+            int indexedElementsCount = indexedElements.size();
+            boolean isSecondaryPrimary = indexedElementsCount == 0;
             validateIndexType(datasetType, indexType, isSecondaryPrimary, sourceLoc);
 
             String indexName = stmtCreateIndex.getIndexName().getValue();
@@ -1037,112 +1109,285 @@
                 }
             }
 
-            List<Integer> keySourceIndicators;
-            if (isSecondaryPrimary && datasetType == DatasetType.INTERNAL) {
-                // find keySourceIndicators for secondary primary index since the parser isn't aware of them
-                keySourceIndicators = ((InternalDatasetDetails) ds.getDatasetDetails()).getKeySourceIndicator();
-            } else {
-                keySourceIndicators = stmtCreateIndex.getFieldSourceIndicators();
-            }
-            // disable creating an index on meta fields (fields with source indicator == 1 are meta fields)
-            if (keySourceIndicators.stream().anyMatch(fieldSource -> fieldSource == 1) && !isSecondaryPrimary) {
-                throw new AsterixException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                        "Cannot create index on meta fields");
-            }
             Datatype dt = MetadataManager.INSTANCE.getDatatype(metadataProvider.getMetadataTxnContext(),
                     ds.getItemTypeDataverseName(), ds.getItemTypeName());
             ARecordType aRecordType = (ARecordType) dt.getDatatype();
+            /* TODO: unused for now becase indexes on meta are disabled -- see below
             ARecordType metaRecordType = null;
             if (ds.hasMetaPart()) {
                 Datatype metaDt = MetadataManager.INSTANCE.getDatatype(metadataProvider.getMetadataTxnContext(),
                         ds.getMetaItemTypeDataverseName(), ds.getMetaItemTypeName());
                 metaRecordType = (ARecordType) metaDt.getDatatype();
             }
+            */
 
-            List<List<String>> indexFields = new ArrayList<>();
-            List<IAType> indexFieldTypes = new ArrayList<>();
-            int keyIndex = 0;
+            List<List<IAType>> indexFieldTypes = new ArrayList<>(indexedElementsCount);
+            boolean hadUnnest = false;
             boolean overridesFieldTypes = false;
 
             // this set is used to detect duplicates in the specified keys in the create
             // index statement
             // e.g. CREATE INDEX someIdx on dataset(id,id).
-            // checking only the names is not enough. Need also to check the source
-            // indicators for cases like:
-            // CREATE INDEX someIdx on dataset(meta().id, id)
-            Set<Pair<List<String>, Integer>> indexKeysSet = new HashSet<>();
+            // checking only the names is not enough.
+            // Need also to check the source indicators for the most general case
+            // (even though indexes on meta fields are curently disabled -- see below)
+            Set<Triple<Integer, List<List<String>>, List<List<String>>>> indexKeysSet = new HashSet<>();
 
-            for (Pair<List<String>, IndexedTypeExpression> fieldExpr : stmtCreateIndex.getFieldExprs()) {
-                IAType fieldType = null;
-                ARecordType subType =
-                        KeyFieldTypeUtil.chooseSource(keySourceIndicators, keyIndex, aRecordType, metaRecordType);
-                boolean isOpen = subType.isOpen();
-                int i = 0;
-                if (fieldExpr.first.size() > 1 && !isOpen) {
-                    while (i < fieldExpr.first.size() - 1 && !isOpen) {
-                        subType = (ARecordType) subType.getFieldType(fieldExpr.first.get(i));
-                        i++;
-                        isOpen = subType.isOpen();
-                    }
+            for (CreateIndexStatement.IndexedElement indexedElement : indexedElements) {
+                // disable creating an index on meta fields (fields with source indicator == 1 are meta fields)
+                if (indexedElement.getSourceIndicator() != Index.RECORD_INDICATOR) {
+                    throw new AsterixException(ErrorCode.COMPILATION_ERROR, indexedElement.getSourceLocation(),
+                            "Cannot create index on meta fields");
                 }
-                if (fieldExpr.second == null) {
-                    fieldType = subType.getSubFieldType(fieldExpr.first.subList(i, fieldExpr.first.size()));
+                ARecordType sourceRecordType = aRecordType;
+                IAType inputTypePrime;
+                boolean inputTypeNullable, inputTypeMissable;
+                List<Pair<List<String>, IndexedTypeExpression>> projectList = indexedElement.getProjectList();
+                int projectCount = projectList.size();
+                if (indexedElement.hasUnnest()) {
+                    if (indexType != IndexType.ARRAY) {
+                        throw new CompilationException(ErrorCode.COMPILATION_INCOMPATIBLE_INDEX_TYPE,
+                                indexedElement.getSourceLocation(), String.valueOf(indexType));
+                    }
+                    // allow only 1 unnesting element in ARRAY index
+                    if (hadUnnest) {
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, indexedElement.getSourceLocation(),
+                                "Cannot create composite index with multiple array fields using different arrays");
+                    }
+                    hadUnnest = true;
+                    if (projectCount == 0) {
+                        // Note. UNNEST with no SELECT is supposed to have 1 project element with 'null' path
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, indexedElement.getSourceLocation(),
+                                "Invalid index element");
+                    }
+                    Triple<IAType, Boolean, Boolean> unnestTypeResult = KeyFieldTypeUtil.getKeyUnnestType(
+                            sourceRecordType, indexedElement.getUnnestList(), indexedElement.getSourceLocation());
+                    if (unnestTypeResult == null) {
+                        inputTypePrime = null; // = ANY
+                        inputTypeNullable = inputTypeMissable = true;
+                    } else {
+                        inputTypePrime = unnestTypeResult.first;
+                        inputTypeNullable = unnestTypeResult.second;
+                        inputTypeMissable = unnestTypeResult.third;
+                    }
                 } else {
-                    if (!stmtCreateIndex.isEnforced() && indexType != IndexType.BTREE) {
-                        throw new AsterixException(ErrorCode.INDEX_ILLEGAL_NON_ENFORCED_TYPED, sourceLoc, indexType);
+                    if (projectCount != 1) {
+                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, indexedElement.getSourceLocation(),
+                                "Invalid index element");
                     }
-                    if (stmtCreateIndex.isEnforced() && !fieldExpr.second.isUnknownable()) {
-                        throw new AsterixException(ErrorCode.INDEX_ILLEGAL_ENFORCED_NON_OPTIONAL, sourceLoc,
-                                LogRedactionUtil.userData(String.valueOf(fieldExpr.first)));
-                    }
-                    // don't allow creating an enforced index on a closed-type field, fields that
-                    // are part of schema.
-                    // get the field type, if it's not null, then the field is closed-type
-                    if (stmtCreateIndex.isEnforced()
-                            && subType.getSubFieldType(fieldExpr.first.subList(i, fieldExpr.first.size())) != null) {
-                        throw new AsterixException(ErrorCode.INDEX_ILLEGAL_ENFORCED_ON_CLOSED_FIELD, sourceLoc,
-                                LogRedactionUtil.userData(String.valueOf(fieldExpr.first)));
-                    }
-                    if (!isOpen) {
-                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                "Typed index on '"
-                                        + LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(fieldExpr.first))
-                                        + "' " + "field could be created only for open datatype");
-                    }
-                    if (stmtCreateIndex.hasMetaField()) {
-                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                "Typed open index can only be created on the record part");
-                    }
-                    Map<TypeSignature, IAType> typeMap = TypeTranslator.computeTypes(dataverseName, indexName,
-                            fieldExpr.second.getType(), dataverseName, mdTxnCtx);
-                    TypeSignature typeSignature = new TypeSignature(dataverseName, indexName);
-                    fieldType = typeMap.get(typeSignature);
-                    overridesFieldTypes = true;
-                }
-                if (fieldType == null) {
-                    throw new CompilationException(ErrorCode.UNKNOWN_TYPE, sourceLoc,
-                            fieldExpr.second == null ? LogRedactionUtil.userData(String.valueOf(fieldExpr.first))
-                                    : String.valueOf(fieldExpr.second));
+                    inputTypePrime = sourceRecordType;
+                    inputTypeNullable = inputTypeMissable = false;
                 }
 
-                // try to add the key & its source to the set of keys, if key couldn't be added,
-                // there is a duplicate
-                if (!indexKeysSet
-                        .add(new Pair<>(fieldExpr.first, stmtCreateIndex.getFieldSourceIndicators().get(keyIndex)))) {
-                    throw new AsterixException(ErrorCode.INDEX_ILLEGAL_REPETITIVE_FIELD, sourceLoc,
-                            LogRedactionUtil.userData(String.valueOf(fieldExpr.first)));
+                // at this point 'inputTypePrime' is either a record, or if we had unnest then it could also be anything else.
+                List<IAType> fieldTypes = new ArrayList<>(projectCount);
+                for (int i = 0; i < projectCount; i++) {
+                    Pair<List<String>, IndexedTypeExpression> projectPair = projectList.get(i);
+                    List<String> projectPath = projectPair.first;
+                    IndexedTypeExpression projectTypeExpr = projectPair.second;
+                    IAType projectTypePrime;
+                    boolean projectTypeNullable, projectTypeMissable;
+                    if (projectPath == null) {
+                        boolean emptyPathOk = indexedElement.hasUnnest() && i == 0;
+                        if (!emptyPathOk) {
+                            throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                                    indexedElement.getSourceLocation(), "Invalid index element");
+                        }
+                        projectTypePrime = inputTypePrime;
+                        projectTypeNullable = inputTypeNullable;
+                        projectTypeMissable = inputTypeMissable;
+                    } else if (inputTypePrime == null) {
+                        projectTypePrime = null; // ANY
+                        projectTypeNullable = projectTypeMissable = true;
+                    } else {
+                        if (inputTypePrime.getTypeTag() != ATypeTag.OBJECT) {
+                            throw new CompilationException(ErrorCode.TYPE_MISMATCH_GENERIC, sourceLoc, ATypeTag.OBJECT,
+                                    inputTypePrime.getTypeTag());
+                        }
+                        ARecordType inputTypePrimeRecord = (ARecordType) inputTypePrime;
+                        Triple<IAType, Boolean, Boolean> projectTypeResult = KeyFieldTypeUtil.getKeyProjectType(
+                                inputTypePrimeRecord, projectPath, indexedElement.getSourceLocation());
+                        if (projectTypeResult != null) {
+                            projectTypePrime = projectTypeResult.first;
+                            projectTypeNullable = inputTypeNullable || projectTypeResult.second;
+                            projectTypeMissable = inputTypeMissable || projectTypeResult.third;
+                        } else {
+                            projectTypePrime = null; // ANY
+                            projectTypeNullable = projectTypeMissable = true;
+                        }
+                    }
+
+                    boolean isFieldFromSchema = projectTypePrime != null;
+                    IAType fieldTypePrime;
+                    boolean fieldTypeNullable, fieldTypeMissable;
+                    if (projectTypeExpr == null) {
+                        // the type of the indexed field is NOT specified in the DDL
+                        if (stmtCreateIndex.hasCastDefaultNull()) {
+                            throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                                    stmtCreateIndex.getSourceLocation(),
+                                    "CAST modifier is used without specifying the type of the indexed field");
+                        }
+                        fieldTypePrime = projectTypePrime;
+                        fieldTypeNullable = projectTypeNullable;
+                        fieldTypeMissable = projectTypeMissable;
+                    } else {
+                        // the type of the indexed field is explicitly specified in the DDL
+                        if (stmtCreateIndex.isEnforced()) {
+                            if (!projectTypeExpr.isUnknownable()) {
+                                throw new CompilationException(ErrorCode.INDEX_ILLEGAL_ENFORCED_NON_OPTIONAL,
+                                        indexedElement.getSourceLocation(),
+                                        LogRedactionUtil.userData(String.valueOf(projectPath)));
+                            }
+                            // don't allow creating an enforced index on a closed-type field, fields that
+                            // are part of schema get the field type, if it's not null, then the field is closed-type
+                            if (isFieldFromSchema) {
+                                throw new CompilationException(ErrorCode.INDEX_ILLEGAL_ENFORCED_ON_CLOSED_FIELD,
+                                        indexedElement.getSourceLocation(),
+                                        LogRedactionUtil.userData(String.valueOf(projectPath)));
+                            }
+                        } else {
+                            if (indexType != IndexType.BTREE && indexType != IndexType.ARRAY) {
+                                throw new CompilationException(ErrorCode.INDEX_ILLEGAL_NON_ENFORCED_TYPED,
+                                        indexedElement.getSourceLocation(), indexType);
+                            }
+                            if (isFieldFromSchema) {
+                                // allow overriding the type of the closed-field only if CAST modifier is used
+                                if (!stmtCreateIndex.hasCastDefaultNull()) {
+                                    throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                                            indexedElement.getSourceLocation(),
+                                            "Typed index on '"
+                                                    + LogRedactionUtil
+                                                            .userData(RecordUtil.toFullyQualifiedName(projectPath))
+                                                    + "' field could be created only for open datatype");
+                                }
+                            }
+                        }
+
+                        Map<TypeSignature, IAType> typeMap = TypeTranslator.computeTypes(dataverseName, indexName,
+                                projectTypeExpr.getType(), dataverseName, mdTxnCtx);
+                        TypeSignature typeSignature = new TypeSignature(dataverseName, indexName);
+                        fieldTypePrime = typeMap.get(typeSignature);
+                        // BACK-COMPAT: keep prime type only if we're overriding field types
+                        fieldTypeNullable = fieldTypeMissable = false;
+                        overridesFieldTypes = true;
+                    }
+
+                    if (fieldTypePrime == null) {
+                        if (projectPath != null) {
+                            String fieldName = LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(projectPath));
+                            throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                                    indexedElement.getSourceLocation(),
+                                    "cannot find type of field '" + fieldName + "'");
+                        }
+                        // projectPath == null should only be the case with array index having UNNESTs only
+                        if (indexedElement.hasUnnest()) {
+                            List<List<String>> unnestList = indexedElement.getUnnestList();
+                            List<String> arrayField = unnestList.get(unnestList.size() - 1);
+                            String fieldName = LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(arrayField));
+                            throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                                    indexedElement.getSourceLocation(),
+                                    "cannot find type of elements of field '" + fieldName + "'");
+                        }
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                indexedElement.getSourceLocation(), "cannot find type of field");
+                    }
+                    validateIndexFieldType(indexType, fieldTypePrime, projectPath, indexedElement.getSourceLocation());
+
+                    IAType fieldType =
+                            KeyFieldTypeUtil.makeUnknownableType(fieldTypePrime, fieldTypeNullable, fieldTypeMissable);
+                    fieldTypes.add(fieldType);
                 }
 
-                indexFields.add(fieldExpr.first);
-                indexFieldTypes.add(fieldType);
-                ++keyIndex;
+                // Try to add the key & its source to the set of keys for duplicate detection.
+                if (!indexKeysSet.add(indexedElement.toIdentifier())) {
+                    throw new AsterixException(ErrorCode.INDEX_ILLEGAL_REPETITIVE_FIELD,
+                            indexedElement.getSourceLocation(),
+                            LogRedactionUtil.userData(indexedElement.getProjectListDisplayForm()));
+                }
+
+                indexFieldTypes.add(fieldTypes);
             }
 
-            validateIndexKeyFields(stmtCreateIndex, keySourceIndicators, aRecordType, metaRecordType, indexFields,
-                    indexFieldTypes);
+            boolean unknownKeyOptionAllowed =
+                    (indexType == IndexType.BTREE || indexType == IndexType.ARRAY) && !isSecondaryPrimary;
+            if (stmtCreateIndex.hasExcludeUnknownKey() && !unknownKeyOptionAllowed) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                        "can only specify exclude/include unknown key for B-Tree & Array indexes");
+            }
+            boolean castDefaultNullAllowed = indexType == IndexType.BTREE && !isSecondaryPrimary;
+            if (stmtCreateIndex.hasCastDefaultNull() && !castDefaultNullAllowed) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                        "CAST modifier is only allowed for B-Tree indexes");
+            }
+            if (stmtCreateIndex.getCastDefaultNull().getOrElse(false)) {
+                if (stmtCreateIndex.isEnforced()) {
+                    throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                            "CAST modifier cannot be specified together with ENFORCED");
+                }
+            }
+            Index.IIndexDetails indexDetails;
+            if (Index.IndexCategory.of(indexType) == Index.IndexCategory.ARRAY) {
+                if (!stmtCreateIndex.hasExcludeUnknownKey()
+                        || !stmtCreateIndex.getExcludeUnknownKey().getOrElse(false)) {
+                    throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                            "Array indexes must specify EXCLUDE UNKNOWN KEY.");
+                }
+                if (!hadUnnest) {
+                    // prohibited by the grammar
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                            String.valueOf(indexType));
+                }
+                if (stmtCreateIndex.isEnforced()) {
+                    // not supported yet.
+                    throw new CompilationException(ErrorCode.COMPILATION_INCOMPATIBLE_INDEX_TYPE, sourceLoc,
+                            String.valueOf(indexType));
+                }
 
-            Index newIndex = new Index(dataverseName, datasetName, indexName, indexType, indexFields,
-                    keySourceIndicators, indexFieldTypes, stmtCreateIndex.getGramLength(), overridesFieldTypes,
+                List<Index.ArrayIndexElement> indexElementList = new ArrayList<>(indexedElementsCount);
+                for (int i = 0; i < indexedElementsCount; i++) {
+                    CreateIndexStatement.IndexedElement indexedElement = indexedElements.get(i);
+                    List<List<String>> projectList =
+                            indexedElement.getProjectList().stream().map(Pair::getFirst).collect(Collectors.toList());
+                    indexElementList.add(new Index.ArrayIndexElement(indexedElement.getUnnestList(), projectList,
+                            indexFieldTypes.get(i), indexedElement.getSourceIndicator()));
+                }
+                indexDetails = new Index.ArrayIndexDetails(indexElementList, overridesFieldTypes);
+            } else {
+                List<List<String>> keyFieldNames = new ArrayList<>(indexedElementsCount);
+                List<IAType> keyFieldTypes = new ArrayList<>(indexedElementsCount);
+                List<Integer> keyFieldSourceIndicators = new ArrayList<>(indexedElementsCount);
+                // secondary primary indexes do not have search keys (no SKs), and thus no equivalent indicators
+                if (!isSecondaryPrimary) {
+                    for (int i = 0; i < indexedElementsCount; i++) {
+                        CreateIndexStatement.IndexedElement indexedElement = indexedElements.get(i);
+                        keyFieldNames.add(indexedElement.getProjectList().get(0).first);
+                        keyFieldTypes.add(indexFieldTypes.get(i).get(0));
+                        keyFieldSourceIndicators.add(indexedElement.getSourceIndicator());
+                    }
+                }
+                switch (Index.IndexCategory.of(indexType)) {
+                    case VALUE:
+                        Map<String, String> castConfig = TypeUtil.validateConfiguration(stmtCreateIndex.getCastConfig(),
+                                stmtCreateIndex.getSourceLocation());
+                        String datetimeFormat = TypeUtil.getDatetimeFormat(castConfig);
+                        String dateFormat = TypeUtil.getDateFormat(castConfig);
+                        String timeFormat = TypeUtil.getTimeFormat(castConfig);
+                        indexDetails = new Index.ValueIndexDetails(keyFieldNames, keyFieldSourceIndicators,
+                                keyFieldTypes, overridesFieldTypes, stmtCreateIndex.getExcludeUnknownKey(),
+                                stmtCreateIndex.getCastDefaultNull(), datetimeFormat, dateFormat, timeFormat);
+                        break;
+                    case TEXT:
+                        indexDetails = new Index.TextIndexDetails(keyFieldNames, keyFieldSourceIndicators,
+                                keyFieldTypes, overridesFieldTypes, stmtCreateIndex.getGramLength(),
+                                stmtCreateIndex.getFullTextConfigName());
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                                String.valueOf(indexType));
+                }
+            }
+
+            Index newIndex = new Index(dataverseName, datasetName, indexName, indexType, indexDetails,
                     stmtCreateIndex.isEnforced(), false, MetadataUtil.PENDING_ADD_OP);
 
             bActiveTxn = false; // doCreateIndexImpl() takes over the current transaction
@@ -1156,6 +1401,135 @@
         }
     }
 
+    public void handleCreateFullTextFilterStatement(MetadataProvider metadataProvider, Statement stmt)
+            throws Exception {
+        CreateFullTextFilterStatement stmtCreateFilter = (CreateFullTextFilterStatement) stmt;
+        String fullTextFilterName = stmtCreateFilter.getFilterName();
+        metadataProvider.validateDatabaseObjectName(stmtCreateFilter.getDataverseName(), fullTextFilterName,
+                stmt.getSourceLocation());
+        DataverseName dataverseName = getActiveDataverseName(stmtCreateFilter.getDataverseName());
+
+        lockUtil.createFullTextFilterBegin(lockManager, metadataProvider.getLocks(), dataverseName, fullTextFilterName);
+        try {
+            doCreateFullTextFilter(metadataProvider, stmtCreateFilter, dataverseName);
+        } finally {
+            metadataProvider.getLocks().unlock();
+        }
+    }
+
+    protected void doCreateFullTextFilter(MetadataProvider metadataProvider,
+            CreateFullTextFilterStatement stmtCreateFilter, DataverseName dataverseName) throws Exception {
+        AbstractFullTextFilterDescriptor filterDescriptor;
+
+        String filterType = stmtCreateFilter.getFilterType();
+        if (filterType == null) {
+            throw new CompilationException(ErrorCode.PARSE_ERROR, stmtCreateFilter.getSourceLocation(),
+                    "full-text filter type is null");
+        }
+
+        switch (filterType) {
+            case FIELD_TYPE_STOPWORDS: {
+                filterDescriptor = new StopwordsFullTextFilterDescriptor(dataverseName,
+                        stmtCreateFilter.getFilterName(), stmtCreateFilter.getStopwordsList());
+                break;
+            }
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR, stmtCreateFilter.getSourceLocation(),
+                        "Unexpected full-text filter type: " + filterType);
+        }
+
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+        try {
+            Dataverse dv = MetadataManager.INSTANCE.getDataverse(mdTxnCtx, dataverseName);
+            if (dv == null) {
+                throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, stmtCreateFilter.getSourceLocation(),
+                        dataverseName);
+            }
+
+            String filterName = stmtCreateFilter.getFilterName();
+            FullTextFilterMetadataEntity existingFilter =
+                    MetadataManager.INSTANCE.getFullTextFilter(mdTxnCtx, dataverseName, filterName);
+            if (existingFilter != null) {
+                if (stmtCreateFilter.getIfNotExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return;
+                } else {
+                    throw new CompilationException(ErrorCode.FULL_TEXT_FILTER_ALREADY_EXISTS,
+                            stmtCreateFilter.getSourceLocation(), filterName);
+                }
+            }
+
+            MetadataManager.INSTANCE.addFullTextFilter(mdTxnCtx, new FullTextFilterMetadataEntity(filterDescriptor));
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
+    public void handleCreateFullTextConfigStatement(MetadataProvider metadataProvider, Statement stmt)
+            throws Exception {
+        CreateFullTextConfigStatement stmtCreateConfig = (CreateFullTextConfigStatement) stmt;
+        String configName = stmtCreateConfig.getConfigName();
+        metadataProvider.validateDatabaseObjectName(stmtCreateConfig.getDataverseName(), configName,
+                stmt.getSourceLocation());
+        DataverseName dataverseName = getActiveDataverseName(stmtCreateConfig.getDataverseName());
+        ImmutableList<String> filterNames = stmtCreateConfig.getFilterNames();
+
+        lockUtil.createFullTextConfigBegin(lockManager, metadataProvider.getLocks(), dataverseName, configName,
+                filterNames);
+        try {
+            doCreateFullTextConfig(metadataProvider, stmtCreateConfig, dataverseName, configName, filterNames);
+        } finally {
+            metadataProvider.getLocks().unlock();
+        }
+    }
+
+    protected void doCreateFullTextConfig(MetadataProvider metadataProvider,
+            CreateFullTextConfigStatement stmtCreateConfig, DataverseName dataverseName, String configName,
+            ImmutableList<String> filterNames) throws Exception {
+
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+
+        try {
+            FullTextConfigMetadataEntity existingConfig =
+                    MetadataManager.INSTANCE.getFullTextConfig(mdTxnCtx, dataverseName, configName);
+            if (existingConfig != null) {
+                if (stmtCreateConfig.getIfNotExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return;
+                } else {
+                    throw new CompilationException(ErrorCode.FULL_TEXT_CONFIG_ALREADY_EXISTS,
+                            stmtCreateConfig.getSourceLocation(), configName);
+                }
+            }
+
+            ImmutableList.Builder<IFullTextFilterDescriptor> filterDescriptorsBuilder =
+                    ImmutableList.<IFullTextFilterDescriptor> builder();
+            for (String filterName : filterNames) {
+                FullTextFilterMetadataEntity filterMetadataEntity =
+                        MetadataManager.INSTANCE.getFullTextFilter(mdTxnCtx, dataverseName, filterName);
+                if (filterMetadataEntity == null) {
+                    throw new CompilationException(ErrorCode.FULL_TEXT_FILTER_NOT_FOUND,
+                            stmtCreateConfig.getSourceLocation(), filterName);
+                }
+            }
+
+            TokenizerCategory tokenizerCategory = stmtCreateConfig.getTokenizerCategory();
+            FullTextConfigDescriptor configDescriptor =
+                    new FullTextConfigDescriptor(dataverseName, configName, tokenizerCategory, filterNames);
+            FullTextConfigMetadataEntity configMetadataEntity = new FullTextConfigMetadataEntity(configDescriptor);
+
+            MetadataManager.INSTANCE.addFullTextConfig(mdTxnCtx, configMetadataEntity);
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
     private void doCreateIndexImpl(IHyracksClientConnection hcc, MetadataProvider metadataProvider, Dataset ds,
             Index index, EnumSet<JobFlag> jobFlags, SourceLocation sourceLoc) throws Exception {
         ProgressState progress = ProgressState.NO_PROGRESS;
@@ -1208,11 +1582,20 @@
                     // Get snapshot from External File System
                     externalFilesSnapshot = ExternalIndexingOperations.getSnapshotFromExternalFileSystem(ds);
                     // Add an entry for the files index
+                    OptionalBoolean excludeUnknownKey =
+                            ((Index.ValueIndexDetails) index.getIndexDetails()).getExcludeUnknownKey();
+                    OptionalBoolean castDefaultNull =
+                            ((Index.ValueIndexDetails) index.getIndexDetails()).getCastDefaultNull();
+                    String datetimeFormat = ((Index.ValueIndexDetails) index.getIndexDetails()).getCastDatetimeFormat();
+                    String dateFormat = ((Index.ValueIndexDetails) index.getIndexDetails()).getCastDateFormat();
+                    String timeFormat = ((Index.ValueIndexDetails) index.getIndexDetails()).getCastTimeFormat();
+
                     filesIndex = new Index(index.getDataverseName(), index.getDatasetName(),
                             IndexingConstants.getFilesIndexName(index.getDatasetName()), IndexType.BTREE,
-                            ExternalIndexingOperations.FILE_INDEX_FIELD_NAMES, null,
-                            ExternalIndexingOperations.FILE_INDEX_FIELD_TYPES, false, false, false,
-                            MetadataUtil.PENDING_ADD_OP);
+                            new Index.ValueIndexDetails(ExternalIndexingOperations.FILE_INDEX_FIELD_NAMES, null,
+                                    ExternalIndexingOperations.FILE_INDEX_FIELD_TYPES, false, excludeUnknownKey,
+                                    castDefaultNull, datetimeFormat, dateFormat, timeFormat),
+                            false, false, MetadataUtil.PENDING_ADD_OP);
                     MetadataManager.INSTANCE.addIndex(metadataProvider.getMetadataTxnContext(), filesIndex);
                     // Add files to the external files index
                     for (ExternalFile file : externalFilesSnapshot) {
@@ -1221,10 +1604,6 @@
                     // This is the first index for the external dataset, replicate the files index
                     spec = ExternalIndexingOperations.buildFilesIndexCreateJobSpec(ds, externalFilesSnapshot,
                             metadataProvider);
-                    if (spec == null) {
-                        throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
-                                "Failed to create job spec for replicating files index for external " + dataset());
-                    }
                     filesIndexReplicated = true;
                     runJob(hcc, spec, jobFlags);
                 }
@@ -1232,19 +1611,56 @@
 
             // check whether there exists another enforced index on the same field
             if (index.isEnforced()) {
+                List<List<String>> indexKeyFieldNames;
+                List<IAType> indexKeyFieldTypes;
+                switch (Index.IndexCategory.of(index.getIndexType())) {
+                    case VALUE:
+                        Index.ValueIndexDetails valueIndexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                        indexKeyFieldNames = valueIndexDetails.getKeyFieldNames();
+                        indexKeyFieldTypes = valueIndexDetails.getKeyFieldTypes();
+                        break;
+                    case TEXT:
+                        Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                        indexKeyFieldNames = textIndexDetails.getKeyFieldNames();
+                        indexKeyFieldTypes = textIndexDetails.getKeyFieldTypes();
+                        break;
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, "");
+                }
                 List<Index> indexes = MetadataManager.INSTANCE.getDatasetIndexes(
                         metadataProvider.getMetadataTxnContext(), index.getDataverseName(), index.getDatasetName());
                 for (Index existingIndex : indexes) {
-                    if (existingIndex.getKeyFieldNames().equals(index.getKeyFieldNames())
-                            && !existingIndex.getKeyFieldTypes().equals(index.getKeyFieldTypes())
-                            && existingIndex.isEnforced()) {
-                        String fieldNames = index.getKeyFieldNames().stream().map(RecordUtil::toFullyQualifiedName)
+                    if (!existingIndex.isEnforced()) {
+                        continue;
+                    }
+                    List<List<String>> existingIndexKeyFieldNames;
+                    List<IAType> existingIndexKeyFieldTypes;
+                    switch (Index.IndexCategory.of(existingIndex.getIndexType())) {
+                        case VALUE:
+                            Index.ValueIndexDetails valueIndexDetails =
+                                    (Index.ValueIndexDetails) existingIndex.getIndexDetails();
+                            existingIndexKeyFieldNames = valueIndexDetails.getKeyFieldNames();
+                            existingIndexKeyFieldTypes = valueIndexDetails.getKeyFieldTypes();
+                            break;
+                        case TEXT:
+                            Index.TextIndexDetails textIndexDetails =
+                                    (Index.TextIndexDetails) existingIndex.getIndexDetails();
+                            existingIndexKeyFieldNames = textIndexDetails.getKeyFieldNames();
+                            existingIndexKeyFieldTypes = textIndexDetails.getKeyFieldTypes();
+                            break;
+                        default:
+                            // ARRAY indexed cannot be enforced yet.
+                            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, "");
+                    }
+                    if (existingIndexKeyFieldNames.equals(indexKeyFieldNames)
+                            && !existingIndexKeyFieldTypes.equals(indexKeyFieldTypes)) {
+                        String fieldNames = indexKeyFieldNames.stream().map(RecordUtil::toFullyQualifiedName)
                                 .collect(Collectors.joining(","));
                         throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
                                 "Cannot create index " + index.getIndexName() + " , enforced index "
                                         + existingIndex.getIndexName() + " on field(s) '"
                                         + LogRedactionUtil.userData(fieldNames) + "' is already defined with type(s) '"
-                                        + StringUtils.join(existingIndex.getKeyFieldTypes(), ',') + "'");
+                                        + StringUtils.join(existingIndexKeyFieldTypes, ',') + "'");
                     }
                 }
             }
@@ -1409,13 +1825,15 @@
         if (datasetType == DatasetType.EXTERNAL && isSecondaryPrimaryIndex) {
             throw new CompilationException(ErrorCode.CANNOT_CREATE_SEC_PRIMARY_IDX_ON_EXT_DATASET);
         }
+        if (indexType != IndexType.BTREE && isSecondaryPrimaryIndex) {
+            throw new CompilationException(ErrorCode.COMPILATION_INCOMPATIBLE_INDEX_TYPE, sourceLoc,
+                    String.valueOf(indexType));
+        }
     }
 
-    protected void validateIndexKeyFields(CreateIndexStatement stmtCreateIndex, List<Integer> keySourceIndicators,
-            ARecordType aRecordType, ARecordType metaRecordType, List<List<String>> indexFields,
-            List<IAType> indexFieldTypes) throws AlgebricksException {
-        ValidateUtil.validateKeyFields(aRecordType, metaRecordType, indexFields, keySourceIndicators, indexFieldTypes,
-                stmtCreateIndex.getIndexType(), stmtCreateIndex.getSourceLocation());
+    protected void validateIndexFieldType(IndexType indexType, IAType fieldType, List<String> displayFieldName,
+            SourceLocation sourceLoc) throws AlgebricksException {
+        ValidateUtil.validateIndexFieldType(indexType, fieldType, displayFieldName, sourceLoc);
     }
 
     protected void handleCreateTypeStatement(MetadataProvider metadataProvider, Statement stmt) throws Exception {
@@ -1534,23 +1952,31 @@
             List<Dataset> datasets = MetadataManager.INSTANCE.getDataverseDatasets(mdTxnCtx, dataverseName);
             for (Dataset dataset : datasets) {
                 String datasetName = dataset.getDatasetName();
-                List<Index> indexes = MetadataManager.INSTANCE.getDatasetIndexes(mdTxnCtx, dataverseName, datasetName);
                 DatasetType dsType = dataset.getDatasetType();
-                if (dsType == DatasetType.INTERNAL) {
-                    for (Index index : indexes) {
-                        jobsToExecute.add(IndexUtil.buildDropIndexJobSpec(index, metadataProvider, dataset, sourceLoc));
-                    }
-                } else if (dsType == DatasetType.EXTERNAL) {
-                    for (Index index : indexes) {
-                        if (ExternalIndexingOperations.isFileIndex(index)) {
-                            jobsToExecute.add(
-                                    ExternalIndexingOperations.buildDropFilesIndexJobSpec(metadataProvider, dataset));
-                        } else {
+                switch (dsType) {
+                    case INTERNAL:
+                        List<Index> indexes =
+                                MetadataManager.INSTANCE.getDatasetIndexes(mdTxnCtx, dataverseName, datasetName);
+                        for (Index index : indexes) {
                             jobsToExecute
                                     .add(IndexUtil.buildDropIndexJobSpec(index, metadataProvider, dataset, sourceLoc));
                         }
-                    }
-                    externalDatasetsToDeregister.add(dataset);
+                        break;
+                    case EXTERNAL:
+                        indexes = MetadataManager.INSTANCE.getDatasetIndexes(mdTxnCtx, dataverseName, datasetName);
+                        for (Index index : indexes) {
+                            if (ExternalIndexingOperations.isFileIndex(index)) {
+                                jobsToExecute.add(ExternalIndexingOperations
+                                        .buildDropFilesIndexJobSpec(metadataProvider, dataset));
+                            } else {
+                                jobsToExecute.add(
+                                        IndexUtil.buildDropIndexJobSpec(index, metadataProvider, dataset, sourceLoc));
+                            }
+                        }
+                        externalDatasetsToDeregister.add(dataset);
+                        break;
+                    case VIEW:
+                        break;
                 }
             }
 
@@ -1609,6 +2035,8 @@
             if (activeDataverse.getDataverseName().equals(dataverseName)) {
                 activeDataverse = MetadataBuiltinEntities.DEFAULT_DATAVERSE;
             }
+
+            validateDataverseDatasetsStateAfterDrop(metadataProvider, mdTxnCtx, datasets);
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
             return true;
         } catch (Exception e) {
@@ -1655,7 +2083,12 @@
 
     protected void validateDataverseStateBeforeDrop(MetadataProvider metadataProvider, Dataverse dataverse,
             SourceLocation sourceLoc) throws AlgebricksException {
-        // may be overriden by product extensions for additional checks before dropping the dataverse
+        // may be overridden by product extensions for additional checks before dropping the dataverse
+    }
+
+    protected void validateDataverseDatasetsStateAfterDrop(MetadataProvider metadataProvider,
+            MetadataTransactionContext mdTxnCtx, List<Dataset> datasets) throws AlgebricksException {
+        // may be overridden by product extensions for additional checks after dropping the dataverse
     }
 
     public void handleDatasetDropStatement(MetadataProvider metadataProvider, Statement stmt,
@@ -1699,7 +2132,7 @@
                     throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, sourceLoc, dataverseName);
                 }
             }
-            ds = metadataProvider.findDataset(dataverseName, datasetName);
+            ds = metadataProvider.findDataset(dataverseName, datasetName, true);
             if (ds == null) {
                 if (ifExists) {
                     MetadataManager.INSTANCE.commitTransaction(mdTxnCtx.getValue());
@@ -1708,6 +2141,9 @@
                     throw new CompilationException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, sourceLoc, datasetName,
                             dataverseName);
                 }
+            } else if (ds.getDatasetType() == DatasetType.VIEW) {
+                throw new CompilationException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, sourceLoc, datasetName,
+                        dataverseName);
             }
             validateDatasetState(metadataProvider, ds, sourceLoc);
 
@@ -1815,10 +2251,8 @@
                 // #. mark PendingDropOp on the existing index
                 MetadataManager.INSTANCE.dropIndex(mdTxnCtx, dataverseName, datasetName, indexName);
                 MetadataManager.INSTANCE.addIndex(mdTxnCtx,
-                        new Index(dataverseName, datasetName, indexName, index.getIndexType(), index.getKeyFieldNames(),
-                                index.getKeyFieldSourceIndicators(), index.getKeyFieldTypes(),
-                                index.isOverridingKeyFieldTypes(), index.isEnforced(), index.isPrimaryIndex(),
-                                MetadataUtil.PENDING_DROP_OP));
+                        new Index(dataverseName, datasetName, indexName, index.getIndexType(), index.getIndexDetails(),
+                                index.isEnforced(), index.isPrimaryIndex(), MetadataUtil.PENDING_DROP_OP));
 
                 // #. commit the existing transaction before calling runJob.
                 MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
@@ -1868,10 +2302,9 @@
                                     externalIndex.getIndexName());
                             MetadataManager.INSTANCE.addIndex(mdTxnCtx,
                                     new Index(dataverseName, datasetName, externalIndex.getIndexName(),
-                                            externalIndex.getIndexType(), externalIndex.getKeyFieldNames(),
-                                            externalIndex.getKeyFieldSourceIndicators(), index.getKeyFieldTypes(),
-                                            index.isOverridingKeyFieldTypes(), index.isEnforced(),
-                                            externalIndex.isPrimaryIndex(), MetadataUtil.PENDING_DROP_OP));
+                                            externalIndex.getIndexType(), externalIndex.getIndexDetails(),
+                                            externalIndex.isEnforced(), externalIndex.isPrimaryIndex(),
+                                            MetadataUtil.PENDING_DROP_OP));
                         }
                     }
                 }
@@ -1879,10 +2312,8 @@
                 // #. mark PendingDropOp on the existing index
                 MetadataManager.INSTANCE.dropIndex(mdTxnCtx, dataverseName, datasetName, indexName);
                 MetadataManager.INSTANCE.addIndex(mdTxnCtx,
-                        new Index(dataverseName, datasetName, indexName, index.getIndexType(), index.getKeyFieldNames(),
-                                index.getKeyFieldSourceIndicators(), index.getKeyFieldTypes(),
-                                index.isOverridingKeyFieldTypes(), index.isEnforced(), index.isPrimaryIndex(),
-                                MetadataUtil.PENDING_DROP_OP));
+                        new Index(dataverseName, datasetName, indexName, index.getIndexType(), index.getIndexDetails(),
+                                index.isEnforced(), index.isPrimaryIndex(), MetadataUtil.PENDING_DROP_OP));
 
                 // #. commit the existing transaction before calling runJob.
                 MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
@@ -1950,6 +2381,95 @@
         }
     }
 
+    protected void handleFullTextFilterDrop(MetadataProvider metadataProvider, Statement stmt,
+            IHyracksClientConnection hcc, IRequestParameters requestParameters) throws Exception {
+        FullTextFilterDropStatement stmtFilterDrop = (FullTextFilterDropStatement) stmt;
+        DataverseName dataverseName = getActiveDataverseName(stmtFilterDrop.getDataverseName());
+        String fullTextFilterName = stmtFilterDrop.getFilterName();
+
+        lockUtil.dropFullTextFilterBegin(lockManager, metadataProvider.getLocks(), dataverseName, fullTextFilterName);
+        try {
+            doDropFullTextFilter(metadataProvider, stmtFilterDrop, dataverseName, fullTextFilterName);
+        } finally {
+            metadataProvider.getLocks().unlock();
+        }
+    }
+
+    protected void doDropFullTextFilter(MetadataProvider metadataProvider, FullTextFilterDropStatement stmtFilterDrop,
+            DataverseName dataverseName, String fullTextFilterName) throws AlgebricksException, RemoteException {
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+        try {
+            FullTextFilterMetadataEntity filter =
+                    MetadataManager.INSTANCE.getFullTextFilter(mdTxnCtx, dataverseName, fullTextFilterName);
+            if (filter == null) {
+                if (stmtFilterDrop.getIfExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return;
+                } else {
+                    throw new CompilationException(ErrorCode.FULL_TEXT_FILTER_NOT_FOUND,
+                            stmtFilterDrop.getSourceLocation(), fullTextFilterName);
+                }
+            }
+
+            MetadataManager.INSTANCE.dropFullTextFilter(mdTxnCtx, dataverseName, fullTextFilterName);
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
+    protected void handleFullTextConfigDrop(MetadataProvider metadataProvider, Statement stmt,
+            IHyracksClientConnection hcc, IRequestParameters requestParameters)
+            throws AlgebricksException, RemoteException {
+        FullTextConfigDropStatement stmtConfigDrop = (FullTextConfigDropStatement) stmt;
+        DataverseName dataverseName = getActiveDataverseName(stmtConfigDrop.getDataverseName());
+        String configName = stmtConfigDrop.getConfigName();
+
+        lockUtil.dropFullTextConfigBegin(lockManager, metadataProvider.getLocks(), dataverseName, configName);
+        try {
+            doDropFullTextConfig(metadataProvider, stmtConfigDrop, hcc, requestParameters);
+        } finally {
+            metadataProvider.getLocks().unlock();
+        }
+    }
+
+    private void doDropFullTextConfig(MetadataProvider metadataProvider, FullTextConfigDropStatement stmtConfigDrop,
+            IHyracksClientConnection hcc, IRequestParameters requestParameters)
+            throws RemoteException, AlgebricksException {
+        // If the config name is null, then it means the default config
+        if (Strings.isNullOrEmpty(stmtConfigDrop.getConfigName())) {
+            throw new CompilationException(ErrorCode.FULL_TEXT_DEFAULT_CONFIG_CANNOT_BE_DELETED_OR_CREATED,
+                    stmtConfigDrop.getSourceLocation());
+        }
+
+        DataverseName dataverseName = getActiveDataverseName(stmtConfigDrop.getDataverseName());
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+        String fullTextConfigName = stmtConfigDrop.getConfigName();
+
+        try {
+            FullTextConfigMetadataEntity configMetadataEntity =
+                    MetadataManager.INSTANCE.getFullTextConfig(mdTxnCtx, dataverseName, fullTextConfigName);
+            if (configMetadataEntity == null) {
+                if (stmtConfigDrop.getIfExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return;
+                } else {
+                    throw new CompilationException(ErrorCode.FULL_TEXT_CONFIG_NOT_FOUND,
+                            stmtConfigDrop.getSourceLocation(), fullTextConfigName);
+                }
+            }
+
+            MetadataManager.INSTANCE.dropFullTextConfig(mdTxnCtx, dataverseName, fullTextConfigName);
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
     protected void handleTypeDropStatement(MetadataProvider metadataProvider, Statement stmt) throws Exception {
         TypeDropStatement stmtTypeDrop = (TypeDropStatement) stmt;
         SourceLocation sourceLoc = stmtTypeDrop.getSourceLocation();
@@ -2018,6 +2538,275 @@
         }
     }
 
+    public void handleCreateViewStatement(MetadataProvider metadataProvider, Statement stmt,
+            IStatementRewriter stmtRewriter, IRequestParameters requestParameters) throws Exception {
+        CreateViewStatement cvs = (CreateViewStatement) stmt;
+        String viewName = cvs.getViewName();
+        metadataProvider.validateDatabaseObjectName(cvs.getDataverseName(), viewName, stmt.getSourceLocation());
+        DataverseName dataverseName = getActiveDataverseName(cvs.getDataverseName());
+
+        DataverseName viewItemTypeDataverseName;
+        String viewItemTypeName;
+        boolean viewItemTypeAnonymous;
+        if (cvs.hasItemType()) {
+            Triple<DataverseName, String, Boolean> viewTypeQualifiedName = extractDatasetItemTypeName(dataverseName,
+                    viewName, cvs.getItemType(), false, stmt.getSourceLocation());
+            viewItemTypeDataverseName = viewTypeQualifiedName.first;
+            viewItemTypeName = viewTypeQualifiedName.second;
+            viewItemTypeAnonymous = viewTypeQualifiedName.third;
+        } else {
+            viewItemTypeDataverseName = MetadataBuiltinEntities.ANY_OBJECT_DATATYPE.getDataverseName();
+            viewItemTypeName = MetadataBuiltinEntities.ANY_OBJECT_DATATYPE.getDatatypeName();
+            viewItemTypeAnonymous = false;
+        }
+
+        lockUtil.createDatasetBegin(lockManager, metadataProvider.getLocks(), dataverseName, viewName,
+                viewItemTypeDataverseName, viewItemTypeName, viewItemTypeAnonymous, null, null, false, null, null, true,
+                DatasetType.VIEW, null);
+        try {
+            doCreateView(metadataProvider, cvs, dataverseName, viewName, viewItemTypeDataverseName, viewItemTypeName,
+                    stmtRewriter, requestParameters);
+        } finally {
+            metadataProvider.getLocks().unlock();
+            metadataProvider.setDefaultDataverse(activeDataverse);
+        }
+    }
+
+    protected CreateResult doCreateView(MetadataProvider metadataProvider, CreateViewStatement cvs,
+            DataverseName dataverseName, String viewName, DataverseName itemTypeDataverseName, String itemTypeName,
+            IStatementRewriter stmtRewriter, IRequestParameters requestParameters) throws Exception {
+        SourceLocation sourceLoc = cvs.getSourceLocation();
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+        try {
+            Dataverse dv = MetadataManager.INSTANCE.getDataverse(mdTxnCtx, dataverseName);
+            if (dv == null) {
+                throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, sourceLoc, dataverseName);
+            }
+            Dataset existingDataset = MetadataManager.INSTANCE.getDataset(mdTxnCtx, dataverseName, viewName);
+            if (existingDataset != null) {
+                if (DatasetUtil.isNotView(existingDataset)) {
+                    throw new CompilationException(ErrorCode.DATASET_EXISTS, sourceLoc,
+                            existingDataset.getDatasetName(), existingDataset.getDataverseName());
+                }
+                if (cvs.getIfNotExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return CreateResult.NOOP;
+                } else if (!cvs.getReplaceIfExists()) {
+                    throw new CompilationException(ErrorCode.VIEW_EXISTS, sourceLoc,
+                            existingDataset.getDatasetFullyQualifiedName());
+                }
+            }
+
+            DatasetFullyQualifiedName viewQualifiedName = new DatasetFullyQualifiedName(dataverseName, viewName);
+
+            Datatype itemTypeEntity = null;
+            boolean itemTypeIsInline = false;
+            CreateViewStatement.KeyDecl primaryKeyDecl = cvs.getPrimaryKeyDecl();
+            List<String> primaryKeyFields = null;
+            List<CreateViewStatement.ForeignKeyDecl> foreignKeyDecls = cvs.getForeignKeyDecls();
+            List<ViewDetails.ForeignKey> foreignKeys = null;
+            String datetimeFormat = null, dateFormat = null, timeFormat = null;
+            if (cvs.hasItemType()) {
+                Pair<Datatype, Boolean> itemTypePair = fetchDatasetItemType(mdTxnCtx, DatasetType.VIEW,
+                        itemTypeDataverseName, itemTypeName, cvs.getItemType(), false, metadataProvider, sourceLoc);
+                itemTypeEntity = itemTypePair.first;
+                itemTypeIsInline = itemTypePair.second;
+                ARecordType itemType = (ARecordType) itemTypeEntity.getDatatype();
+                if (primaryKeyDecl != null) {
+                    primaryKeyFields = ValidateUtil.validateViewKeyFields(primaryKeyDecl, itemType, false, sourceLoc);
+                }
+                if (foreignKeyDecls != null) {
+                    foreignKeys = new ArrayList<>(foreignKeyDecls.size());
+                    for (CreateViewStatement.ForeignKeyDecl foreignKeyDecl : foreignKeyDecls) {
+                        List<String> foreignKeyFields =
+                                ValidateUtil.validateViewKeyFields(foreignKeyDecl, itemType, true, sourceLoc);
+                        DataverseName refDataverseName = foreignKeyDecl.getReferencedDataverseName();
+                        if (refDataverseName == null) {
+                            refDataverseName = dataverseName;
+                        } else {
+                            Dataverse refDataverse = MetadataManager.INSTANCE.getDataverse(mdTxnCtx, refDataverseName);
+                            if (refDataverse == null) {
+                                throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, sourceLoc,
+                                        refDataverseName);
+                            }
+                        }
+                        String refDatasetName = foreignKeyDecl.getReferencedDatasetName().getValue();
+                        boolean isSelfRef = refDataverseName.equals(dataverseName) && refDatasetName.equals(viewName);
+                        DatasetType refDatasetType;
+                        DatasetFullyQualifiedName refQualifiedName;
+                        List<String> refPrimaryKeyFields;
+                        if (isSelfRef) {
+                            refDatasetType = DatasetType.VIEW;
+                            refQualifiedName = viewQualifiedName;
+                            refPrimaryKeyFields = primaryKeyFields;
+                        } else {
+                            // findDataset() will acquire lock on referenced dataset (view)
+                            Dataset refDataset = metadataProvider.findDataset(refDataverseName, refDatasetName, true);
+                            if (refDataset == null || DatasetUtil.isNotView(refDataset)) {
+                                throw new CompilationException(ErrorCode.UNKNOWN_VIEW, sourceLoc,
+                                        DatasetUtil.getFullyQualifiedDisplayName(refDataverseName, refDatasetName));
+                            }
+                            ViewDetails refViewDetails = (ViewDetails) refDataset.getDatasetDetails();
+                            refDatasetType = refDataset.getDatasetType();
+                            refQualifiedName = new DatasetFullyQualifiedName(refDataverseName, refDatasetName);
+                            refPrimaryKeyFields = refViewDetails.getPrimaryKeyFields();
+                        }
+
+                        if (refPrimaryKeyFields == null) {
+                            throw new CompilationException(ErrorCode.INVALID_FOREIGN_KEY_DEFINITION_REF_PK_NOT_FOUND,
+                                    sourceLoc, DatasetUtil.getDatasetTypeDisplayName(refDatasetType),
+                                    DatasetUtil.getFullyQualifiedDisplayName(refDataverseName, refDatasetName));
+                        } else if (refPrimaryKeyFields.size() != foreignKeyFields.size()) {
+                            throw new CompilationException(ErrorCode.INVALID_FOREIGN_KEY_DEFINITION_REF_PK_MISMATCH,
+                                    sourceLoc, DatasetUtil.getDatasetTypeDisplayName(refDatasetType),
+                                    DatasetUtil.getFullyQualifiedDisplayName(refDataverseName, refDatasetName));
+                        } else if (isSelfRef
+                                && !OperatorPropertiesUtil.disjoint(refPrimaryKeyFields, foreignKeyFields)) {
+                            throw new CompilationException(ErrorCode.INVALID_FOREIGN_KEY_DEFINITION, sourceLoc);
+                        }
+
+                        foreignKeys.add(new ViewDetails.ForeignKey(foreignKeyFields, refQualifiedName));
+                    }
+                }
+
+                Map<String, String> viewConfig =
+                        TypeUtil.validateConfiguration(cvs.getViewConfiguration(), cvs.getSourceLocation());
+                datetimeFormat = TypeUtil.getDatetimeFormat(viewConfig);
+                dateFormat = TypeUtil.getDateFormat(viewConfig);
+                timeFormat = TypeUtil.getTimeFormat(viewConfig);
+
+            } else {
+                if (primaryKeyDecl != null) {
+                    throw new CompilationException(ErrorCode.INVALID_PRIMARY_KEY_DEFINITION, cvs.getSourceLocation());
+                }
+                if (foreignKeyDecls != null) {
+                    throw new CompilationException(ErrorCode.INVALID_FOREIGN_KEY_DEFINITION, cvs.getSourceLocation());
+                }
+                if (cvs.getViewConfiguration() != null) {
+                    throw new CompilationException(ErrorCode.ILLEGAL_SET_PARAMETER, cvs.getSourceLocation(),
+                            cvs.getViewConfiguration().keySet().iterator().next());
+                }
+            }
+
+            if (existingDataset != null) {
+                ViewDetails existingViewDetails = (ViewDetails) existingDataset.getDatasetDetails();
+                List<String> existingPrimaryKeyFields = existingViewDetails.getPrimaryKeyFields();
+                // For now don't allow view replacement if existing view has primary keys and they are different
+                // from the new view's primary keys, because there could be another view that references
+                // these primary keys via its foreign keys declaration.
+                // In the future we should relax this check: scan datasets metadata and allow replacement in this case
+                // if there's no view that references this view
+                boolean allowToReplace =
+                        existingPrimaryKeyFields == null || existingPrimaryKeyFields.equals(primaryKeyFields);
+                if (!allowToReplace) {
+                    throw new CompilationException(ErrorCode.CANNOT_CHANGE_PRIMARY_KEY, cvs.getSourceLocation(),
+                            DatasetUtil.getDatasetTypeDisplayName(existingDataset.getDatasetType()),
+                            DatasetUtil.getFullyQualifiedDisplayName(existingDataset));
+                }
+            }
+
+            // Check whether the view is usable:
+            // create a view declaration for this function,
+            // and a query body that queries this view:
+            ViewDecl viewDecl = new ViewDecl(viewQualifiedName, cvs.getViewBodyExpression());
+            viewDecl.setSourceLocation(sourceLoc);
+            IQueryRewriter queryRewriter = rewriterFactory.createQueryRewriter();
+            Query wrappedQuery = queryRewriter.createViewAccessorQuery(viewDecl);
+            metadataProvider.setDefaultDataverse(dv);
+            apiFramework.reWriteQuery(declaredFunctions, Collections.singletonList(viewDecl), metadataProvider,
+                    wrappedQuery, sessionOutput, false, false, Collections.emptyList(), warningCollector);
+
+            List<List<Triple<DataverseName, String, String>>> dependencies =
+                    ViewUtil.getViewDependencies(viewDecl, foreignKeys, queryRewriter);
+
+            ViewDetails viewDetails = new ViewDetails(cvs.getViewBody(), dependencies, cvs.getDefaultNull(),
+                    primaryKeyFields, foreignKeys, datetimeFormat, dateFormat, timeFormat);
+
+            Dataset view = new Dataset(dataverseName, viewName, itemTypeDataverseName, itemTypeName,
+                    MetadataConstants.METADATA_NODEGROUP_NAME, "", Collections.emptyMap(), viewDetails,
+                    Collections.emptyMap(), DatasetType.VIEW, 0, MetadataUtil.PENDING_NO_OP);
+            if (existingDataset == null) {
+                if (itemTypeIsInline) {
+                    MetadataManager.INSTANCE.addDatatype(mdTxnCtx, itemTypeEntity);
+                }
+                MetadataManager.INSTANCE.addDataset(mdTxnCtx, view);
+            } else {
+                if (itemTypeIsInline) {
+                    MetadataManager.INSTANCE.updateDatatype(mdTxnCtx, itemTypeEntity);
+                }
+                MetadataManager.INSTANCE.updateDataset(mdTxnCtx, view);
+            }
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+            return existingDataset != null ? CreateResult.REPLACED : CreateResult.CREATED;
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
+    public void handleViewDropStatement(MetadataProvider metadataProvider, Statement stmt) throws Exception {
+        ViewDropStatement stmtDrop = (ViewDropStatement) stmt;
+        SourceLocation sourceLoc = stmtDrop.getSourceLocation();
+        String viewName = stmtDrop.getViewName().getValue();
+        metadataProvider.validateDatabaseObjectName(stmtDrop.getDataverseName(), viewName, sourceLoc);
+        DataverseName dataverseName = getActiveDataverseName(stmtDrop.getDataverseName());
+        lockUtil.dropDatasetBegin(lockManager, metadataProvider.getLocks(), dataverseName, viewName);
+        try {
+            doDropView(metadataProvider, stmtDrop, dataverseName, viewName);
+        } finally {
+            metadataProvider.getLocks().unlock();
+            ExternalDatasetsRegistry.INSTANCE.releaseAcquiredLocks(metadataProvider);
+        }
+    }
+
+    protected boolean doDropView(MetadataProvider metadataProvider, ViewDropStatement stmtViewDrop,
+            DataverseName dataverseName, String viewName) throws Exception {
+        SourceLocation sourceLoc = stmtViewDrop.getSourceLocation();
+        MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
+        metadataProvider.setMetadataTxnContext(mdTxnCtx);
+        try {
+            // Check if the dataverse exists
+            Dataverse dv = MetadataManager.INSTANCE.getDataverse(mdTxnCtx, dataverseName);
+            if (dv == null) {
+                if (stmtViewDrop.getIfExists()) {
+                    if (warningCollector.shouldWarn()) {
+                        warningCollector.warn(Warning.of(stmtViewDrop.getSourceLocation(), ErrorCode.UNKNOWN_DATAVERSE,
+                                dataverseName));
+                    }
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return false;
+                } else {
+                    throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, sourceLoc, dataverseName);
+                }
+            }
+            Dataset dataset = metadataProvider.findDataset(dataverseName, viewName, true);
+            if (dataset == null) {
+                if (stmtViewDrop.getIfExists()) {
+                    MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+                    return false;
+                } else {
+                    throw new CompilationException(ErrorCode.UNKNOWN_VIEW, sourceLoc,
+                            DatasetUtil.getFullyQualifiedDisplayName(dataverseName, viewName));
+                }
+            } else if (DatasetUtil.isNotView(dataset)) {
+                throw new CompilationException(ErrorCode.UNKNOWN_VIEW, sourceLoc,
+                        DatasetUtil.getFullyQualifiedDisplayName(dataverseName, viewName));
+            }
+            MetadataManager.INSTANCE.dropDataset(mdTxnCtx, dataverseName, viewName, false);
+            if (TypeUtil.isDatasetInlineTypeName(dataset, dataset.getItemTypeDataverseName(),
+                    dataset.getItemTypeName())) {
+                MetadataManager.INSTANCE.dropDatatype(mdTxnCtx, dataset.getItemTypeDataverseName(),
+                        dataset.getItemTypeName());
+            }
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+            return true;
+        } catch (Exception e) {
+            abort(e, e, mdTxnCtx);
+            throw e;
+        }
+    }
+
     protected void handleDeclareFunctionStatement(MetadataProvider metadataProvider, Statement stmt) throws Exception {
         FunctionDecl fds = (FunctionDecl) stmt;
         FunctionSignature signature = fds.getSignature();
@@ -2054,7 +2843,7 @@
         }
     }
 
-    protected void doCreateFunction(MetadataProvider metadataProvider, CreateFunctionStatement cfs,
+    protected CreateResult doCreateFunction(MetadataProvider metadataProvider, CreateFunctionStatement cfs,
             FunctionSignature functionSignature, IStatementRewriter stmtRewriter, IRequestParameters requestParameters)
             throws Exception {
         DataverseName dataverseName = functionSignature.getDataverseName();
@@ -2071,7 +2860,7 @@
             if (existingFunction != null) {
                 if (cfs.getIfNotExists()) {
                     MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
-                    return;
+                    return CreateResult.NOOP;
                 } else if (!cfs.getReplaceIfExists()) {
                     throw new CompilationException(ErrorCode.FUNCTION_EXISTS, cfs.getSourceLocation(),
                             functionSignature.toString(false));
@@ -2081,6 +2870,7 @@
                 existingInlineTypes = Collections.emptyList();
             }
 
+            IQueryRewriter queryRewriter = rewriterFactory.createQueryRewriter();
             Map<TypeSignature, Datatype> newInlineTypes;
             Function function;
             if (cfs.isExternal()) {
@@ -2120,7 +2910,7 @@
                         newInlineTypes.put(paramTypeSignature, paramInlineTypeEntity);
                     }
                     VarIdentifier paramName = paramPair.getFirst();
-                    paramNames.add(stmtRewriter.toFunctionParameterName(paramName));
+                    paramNames.add(queryRewriter.toFunctionParameterName(paramName));
                 }
 
                 TypeSignature returnTypeSignature;
@@ -2175,7 +2965,7 @@
                 for (Pair<VarIdentifier, TypeExpression> paramPair : paramList) {
                     VarIdentifier paramName = paramPair.getFirst();
                     paramVars.add(paramName);
-                    paramNames.add(stmtRewriter.toFunctionParameterName(paramName));
+                    paramNames.add(queryRewriter.toFunctionParameterName(paramName));
                     if (paramPair.getSecond() != null) {
                         throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
                                 paramName.toString());
@@ -2187,25 +2977,17 @@
                 // and a query body calls this function with each argument set to 'missing'
                 FunctionDecl fd = new FunctionDecl(functionSignature, paramVars, cfs.getFunctionBodyExpression(), true);
                 fd.setSourceLocation(sourceLoc);
-                CallExpr fcall = new CallExpr(functionSignature,
-                        Collections.nCopies(paramVars.size(), new LiteralExpr(MissingLiteral.INSTANCE)));
-                fcall.setSourceLocation(sourceLoc);
-                metadataProvider.setDefaultDataverse(dv);
-                Query wrappedQuery = new Query(false);
-                wrappedQuery.setSourceLocation(sourceLoc);
-                wrappedQuery.setBody(fcall);
-                wrappedQuery.setTopLevel(false);
-                List<FunctionDecl> fdList = new ArrayList<>(declaredFunctions);
+
+                Query wrappedQuery = queryRewriter.createFunctionAccessorQuery(fd);
+                List<FunctionDecl> fdList = new ArrayList<>(declaredFunctions.size() + 1);
+                fdList.addAll(declaredFunctions);
                 fdList.add(fd);
-                apiFramework.reWriteQuery(fdList, metadataProvider, wrappedQuery, sessionOutput, false, false,
+                metadataProvider.setDefaultDataverse(dv);
+                apiFramework.reWriteQuery(fdList, null, metadataProvider, wrappedQuery, sessionOutput, false, false,
                         Collections.emptyList(), warningCollector);
-                Expression fdNormBody = fd.getNormalizedFuncBody();
-                if (fdNormBody == null) {
-                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
-                            functionSignature.toString());
-                }
+
                 List<List<Triple<DataverseName, String, String>>> dependencies =
-                        FunctionUtil.getFunctionDependencies(rewriterFactory.createQueryRewriter(), fdNormBody);
+                        FunctionUtil.getFunctionDependencies(fd, queryRewriter);
 
                 newInlineTypes = Collections.emptyMap();
                 function = new Function(functionSignature, paramNames, null, null, cfs.getFunctionBody(),
@@ -2236,10 +3018,11 @@
                 }
                 MetadataManager.INSTANCE.updateFunction(mdTxnCtx, function);
             }
+            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
             if (LOGGER.isInfoEnabled()) {
                 LOGGER.info("Installed function: " + functionSignature);
             }
-            MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+            return existingFunction != null ? CreateResult.REPLACED : CreateResult.CREATED;
         } catch (Exception e) {
             abort(e, e, mdTxnCtx);
             throw e;
@@ -2485,8 +3268,8 @@
         }
     }
 
-    protected void doCreateLibrary(MetadataProvider metadataProvider, DataverseName dataverseName, String libraryName,
-            String libraryHash, CreateLibraryStatement cls, IHyracksClientConnection hcc,
+    protected CreateResult doCreateLibrary(MetadataProvider metadataProvider, DataverseName dataverseName,
+            String libraryName, String libraryHash, CreateLibraryStatement cls, IHyracksClientConnection hcc,
             IRequestParameters requestParameters) throws Exception {
         JobUtils.ProgressState progress = ProgressState.NO_PROGRESS;
         boolean prepareJobSuccessful = false;
@@ -2543,6 +3326,7 @@
             MetadataManager.INSTANCE.updateLibrary(mdTxnCtx, newLibrary);
 
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+            return existingLibrary != null ? CreateResult.REPLACED : CreateResult.CREATED;
         } catch (Exception e) {
             if (bActiveTxn) {
                 abort(e, e, mdTxnCtx);
@@ -2706,7 +3490,7 @@
         }
     }
 
-    protected void doCreateSynonym(MetadataProvider metadataProvider, CreateSynonymStatement css,
+    protected CreateResult doCreateSynonym(MetadataProvider metadataProvider, CreateSynonymStatement css,
             DataverseName dataverseName, String synonymName, DataverseName objectDataverseName, String objectName)
             throws Exception {
         MetadataTransactionContext mdTxnCtx = MetadataManager.INSTANCE.beginTransaction();
@@ -2725,13 +3509,14 @@
                         warningCollector
                                 .warn(Warning.of(css.getSourceLocation(), ErrorCode.SYNONYM_EXISTS, synonymName));
                     }
-                    return;
+                    return CreateResult.NOOP;
                 }
                 throw new CompilationException(ErrorCode.SYNONYM_EXISTS, css.getSourceLocation(), synonymName);
             }
             synonym = new Synonym(dataverseName, synonymName, objectDataverseName, objectName);
             MetadataManager.INSTANCE.addSynonym(metadataProvider.getMetadataTxnContext(), synonym);
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
+            return CreateResult.CREATED;
         } catch (Exception e) {
             abort(e, e, mdTxnCtx);
             throw e;
@@ -2797,7 +3582,7 @@
             afterCompile();
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
             bActiveTxn = false;
-            if (spec != null) {
+            if (spec != null && sessionConfig.isExecuteQuery()) {
                 runJob(hcc, spec);
             }
         } catch (Exception e) {
@@ -2812,7 +3597,7 @@
 
     public JobSpecification handleInsertUpsertStatement(MetadataProvider metadataProvider, Statement stmt,
             IHyracksClientConnection hcc, IResultSet resultSet, ResultDelivery resultDelivery,
-            ResultMetadata outMetadata, Stats stats, boolean compileOnly, IRequestParameters requestParameters,
+            ResultMetadata outMetadata, Stats stats, IRequestParameters requestParameters,
             Map<String, IAObject> stmtParams, IStatementRewriter stmtRewriter) throws Exception {
         InsertStatement stmtInsertUpsert = (InsertStatement) stmt;
         String datasetName = stmtInsertUpsert.getDatasetName();
@@ -2822,12 +3607,14 @@
         final IMetadataLocker locker = new IMetadataLocker() {
             @Override
             public void lock() throws AlgebricksException {
+                compilationLock.readLock().lock();
                 lockUtil.insertDeleteUpsertBegin(lockManager, metadataProvider.getLocks(), dataverseName, datasetName);
             }
 
             @Override
             public void unlock() {
                 metadataProvider.getLocks().unlock();
+                compilationLock.readLock().unlock();
             }
         };
         final IStatementCompiler compiler = () -> {
@@ -2837,10 +3624,10 @@
             try {
                 metadataProvider.setWriteTransaction(true);
                 final JobSpecification jobSpec =
-                        rewriteCompileInsertUpsert(hcc, metadataProvider, stmtInsertUpsert, stmtParams, stmtRewriter);
+                        rewriteCompileInsertUpsert(hcc, metadataProvider, stmtInsertUpsert, stmtParams);
                 MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
                 bActiveTxn = false;
-                return jobSpec;
+                return !sessionConfig.isExecuteQuery() ? null : jobSpec;
             } catch (Exception e) {
                 if (bActiveTxn) {
                     abort(e, e, mdTxnCtx);
@@ -2848,14 +3635,6 @@
                 throw e;
             }
         };
-        if (compileOnly) {
-            locker.lock();
-            try {
-                return compiler.compile();
-            } finally {
-                locker.unlock();
-            }
-        }
 
         if (stmtInsertUpsert.getReturnExpression() != null) {
             deliverResult(hcc, resultSet, compiler, metadataProvider, locker, resultDelivery, outMetadata, stats,
@@ -2876,8 +3655,8 @@
     }
 
     public JobSpecification handleDeleteStatement(MetadataProvider metadataProvider, Statement stmt,
-            IHyracksClientConnection hcc, boolean compileOnly, Map<String, IAObject> stmtParams,
-            IStatementRewriter stmtRewriter) throws Exception {
+            IHyracksClientConnection hcc, Map<String, IAObject> stmtParams, IStatementRewriter stmtRewriter)
+            throws Exception {
         DeleteStatement stmtDelete = (DeleteStatement) stmt;
         String datasetName = stmtDelete.getDatasetName();
         metadataProvider.validateDatabaseObjectName(stmtDelete.getDataverseName(), datasetName,
@@ -2892,14 +3671,14 @@
             CompiledDeleteStatement clfrqs = new CompiledDeleteStatement(stmtDelete.getVariableExpr(), dataverseName,
                     datasetName, stmtDelete.getCondition(), stmtDelete.getVarCounter(), stmtDelete.getQuery());
             clfrqs.setSourceLocation(stmt.getSourceLocation());
-            JobSpecification jobSpec = rewriteCompileQuery(hcc, metadataProvider, clfrqs.getQuery(), clfrqs, stmtParams,
-                    stmtRewriter, null);
+            JobSpecification jobSpec =
+                    rewriteCompileQuery(hcc, metadataProvider, clfrqs.getQuery(), clfrqs, stmtParams, null);
             afterCompile();
 
             MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
             bActiveTxn = false;
 
-            if (jobSpec != null && !compileOnly) {
+            if (jobSpec != null && sessionConfig.isExecuteQuery()) {
                 runJob(hcc, jobSpec);
             }
             return jobSpec;
@@ -2916,13 +3695,13 @@
     @Override
     public JobSpecification rewriteCompileQuery(IClusterInfoCollector clusterInfoCollector,
             MetadataProvider metadataProvider, Query query, ICompiledDmlStatement stmt,
-            Map<String, IAObject> stmtParams, IStatementRewriter stmtRewriter, IRequestParameters requestParameters)
+            Map<String, IAObject> stmtParams, IRequestParameters requestParameters)
             throws AlgebricksException, ACIDException {
 
-        Map<VarIdentifier, IAObject> externalVars = createExternalVariables(stmtParams, stmtRewriter);
+        Map<VarIdentifier, IAObject> externalVars = createExternalVariables(query, stmtParams);
 
         // Query Rewriting (happens under the same ongoing metadata transaction)
-        Pair<IReturningStatement, Integer> rewrittenResult = apiFramework.reWriteQuery(declaredFunctions,
+        Pair<IReturningStatement, Integer> rewrittenResult = apiFramework.reWriteQuery(declaredFunctions, null,
                 metadataProvider, query, sessionOutput, true, true, externalVars.keySet(), warningCollector);
 
         // Query Compilation (happens under the same ongoing metadata transaction)
@@ -2932,14 +3711,14 @@
     }
 
     private JobSpecification rewriteCompileInsertUpsert(IClusterInfoCollector clusterInfoCollector,
-            MetadataProvider metadataProvider, InsertStatement insertUpsert, Map<String, IAObject> stmtParams,
-            IStatementRewriter stmtRewriter) throws AlgebricksException, ACIDException {
+            MetadataProvider metadataProvider, InsertStatement insertUpsert, Map<String, IAObject> stmtParams)
+            throws AlgebricksException, ACIDException {
         SourceLocation sourceLoc = insertUpsert.getSourceLocation();
 
-        Map<VarIdentifier, IAObject> externalVars = createExternalVariables(stmtParams, stmtRewriter);
+        Map<VarIdentifier, IAObject> externalVars = createExternalVariables(insertUpsert, stmtParams);
 
         // Insert/upsert statement rewriting (happens under the same ongoing metadata transaction)
-        Pair<IReturningStatement, Integer> rewrittenResult = apiFramework.reWriteQuery(declaredFunctions,
+        Pair<IReturningStatement, Integer> rewrittenResult = apiFramework.reWriteQuery(declaredFunctions, null,
                 metadataProvider, insertUpsert, sessionOutput, true, true, externalVars.keySet(), warningCollector);
 
         InsertStatement rewrittenInsertUpsert = (InsertStatement) rewrittenResult.first;
@@ -3417,6 +4196,7 @@
         final IMetadataLocker locker = new IMetadataLocker() {
             @Override
             public void lock() {
+                compilationLock.readLock().lock();
             }
 
             @Override
@@ -3424,6 +4204,7 @@
                 metadataProvider.getLocks().unlock();
                 // release external datasets' locks acquired during compilation of the query
                 ExternalDatasetsRegistry.INSTANCE.releaseAcquiredLocks(metadataProvider);
+                compilationLock.readLock().unlock();
             }
         };
         final IStatementCompiler compiler = () -> {
@@ -3431,8 +4212,8 @@
             boolean bActiveTxn = true;
             metadataProvider.setMetadataTxnContext(mdTxnCtx);
             try {
-                final JobSpecification jobSpec = rewriteCompileQuery(hcc, metadataProvider, query, null, stmtParams,
-                        stmtRewriter, requestParameters);
+                final JobSpecification jobSpec =
+                        rewriteCompileQuery(hcc, metadataProvider, query, null, stmtParams, requestParameters);
                 // update stats with count of compile-time warnings. needs to be adapted for multi-statement.
                 stats.updateTotalWarningsCount(warningCollector.getTotalWarningsCount());
                 afterCompile();
@@ -3940,9 +4721,13 @@
     }
 
     protected void validateStatements(IRequestParameters requestParameters)
-            throws CompilationException, HyracksDataException {
+            throws AlgebricksException, HyracksDataException {
         validateStatements(statements, requestParameters.isMultiStatement(),
                 requestParameters.getStatementCategoryRestrictionMask());
+        DataverseDecl requestDataverseDecl = getRequestDataverseDecl(requestParameters);
+        if (requestDataverseDecl != null) {
+            statements.add(0, requestDataverseDecl);
+        }
     }
 
     public static void validateStatements(List<Statement> statements, boolean allowMultiStatement,
@@ -3983,20 +4768,31 @@
         return i == 0;
     }
 
-    private Map<VarIdentifier, IAObject> createExternalVariables(Map<String, IAObject> stmtParams,
-            IStatementRewriter stmtRewriter) {
-        if (stmtParams == null || stmtParams.isEmpty()) {
-            return Collections.emptyMap();
-        }
-        Map<VarIdentifier, IAObject> m = new HashMap<>();
-        for (Map.Entry<String, IAObject> me : stmtParams.entrySet()) {
-            String paramName = me.getKey();
-            String extVarName = stmtRewriter.toExternalVariableName(paramName);
-            if (extVarName != null) {
-                m.put(new VarIdentifier(extVarName), me.getValue());
+    private Map<VarIdentifier, IAObject> createExternalVariables(IReturningStatement stmt,
+            Map<String, IAObject> stmtParams) throws CompilationException {
+        if (sessionConfig.isExecuteQuery()) {
+            if (stmtParams == null || stmtParams.isEmpty()) {
+                return Collections.emptyMap();
             }
+            IQueryRewriter queryRewriter = rewriterFactory.createQueryRewriter();
+            Map<VarIdentifier, IAObject> result = new HashMap<>();
+            for (Map.Entry<String, IAObject> me : stmtParams.entrySet()) {
+                result.put(queryRewriter.toExternalVariableName(me.getKey()), me.getValue());
+            }
+            return result;
+        } else {
+            // compile only. extract statement parameters from the statement body and bind to NULL
+            IQueryRewriter queryRewriter = rewriterFactory.createQueryRewriter();
+            Set<VariableExpr> extVars = queryRewriter.getExternalVariables(stmt.getBody());
+            if (extVars.isEmpty()) {
+                return Collections.emptyMap();
+            }
+            Map<VarIdentifier, IAObject> result = new HashMap<>();
+            for (VariableExpr extVar : extVars) {
+                result.put(extVar.getVar(), ANull.NULL);
+            }
+            return result;
         }
-        return m;
     }
 
     protected void validateDatasetState(MetadataProvider metadataProvider, Dataset dataset, SourceLocation sourceLoc)
@@ -4011,13 +4807,13 @@
     }
 
     protected void validateExternalDatasetProperties(ExternalDetailsDecl externalDetails,
-            Map<String, String> properties, SourceLocation srcLoc, MetadataTransactionContext mdTxnCtx)
-            throws AlgebricksException, HyracksDataException {
+            Map<String, String> properties, SourceLocation srcLoc, MetadataTransactionContext mdTxnCtx,
+            IApplicationContext appCtx) throws AlgebricksException, HyracksDataException {
         // Validate adapter specific properties
         String adapter = externalDetails.getAdapter();
         Map<String, String> details = new HashMap<>(properties);
         details.put(ExternalDataConstants.KEY_EXTERNAL_SOURCE_TYPE, adapter);
-        validateAdapterSpecificProperties(details, srcLoc);
+        validateAdapterSpecificProperties(details, srcLoc, appCtx);
     }
 
     /**
@@ -4025,8 +4821,15 @@
      *
      * @param configuration external source properties
      */
-    protected void validateAdapterSpecificProperties(Map<String, String> configuration, SourceLocation srcLoc)
-            throws CompilationException {
-        ExternalDataUtils.validateAdapterSpecificProperties(configuration, srcLoc, warningCollector);
+    protected void validateAdapterSpecificProperties(Map<String, String> configuration, SourceLocation srcLoc,
+            IApplicationContext appCtx) throws CompilationException {
+        ExternalDataUtils.validateAdapterSpecificProperties(configuration, srcLoc, warningCollector, appCtx);
     }
+
+    protected enum CreateResult {
+        NOOP,
+        CREATED,
+        REPLACED
+    }
+
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/RequestParameters.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/RequestParameters.java
index 6c8f21c..8bc6b76 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/RequestParameters.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/translator/RequestParameters.java
@@ -25,6 +25,7 @@
 
 import org.apache.asterix.common.api.IRequestReference;
 import org.apache.asterix.external.parser.JSONDataParser;
+import org.apache.asterix.external.parser.LosslessADMJSONDataParser;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.lang.common.base.Statement;
 import org.apache.asterix.om.base.IAObject;
@@ -34,6 +35,7 @@
 import org.apache.asterix.translator.IStatementExecutor.StatementProperties;
 import org.apache.asterix.translator.IStatementExecutor.Stats;
 import org.apache.asterix.translator.ResultProperties;
+import org.apache.asterix.translator.SessionConfig;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.result.IResultSet;
@@ -58,40 +60,44 @@
     private final boolean multiStatement;
     private final int statementCategoryRestrictionMask;
     private final String statement;
+    private final String defaultDataverseName;
     private final boolean forceDropDataset;
     private final boolean skipAdmissionPolicy;
+    private boolean printSignature;
+    private boolean sqlCompatMode;
 
     public RequestParameters(IRequestReference requestReference, String statement, IResultSet resultSet,
             ResultProperties resultProperties, Stats stats, StatementProperties statementProperties,
-            IStatementExecutor.ResultMetadata outMetadata, String clientContextId,
+            IStatementExecutor.ResultMetadata outMetadata, String clientContextId, String defaultDataverseName,
             Map<String, String> optionalParameters, Map<String, IAObject> statementParameters, boolean multiStatement) {
         this(requestReference, statement, resultSet, resultProperties, stats, statementProperties, outMetadata,
-                clientContextId, optionalParameters, statementParameters, multiStatement, NO_CATEGORY_RESTRICTION_MASK);
+                clientContextId, defaultDataverseName, optionalParameters, statementParameters, multiStatement,
+                NO_CATEGORY_RESTRICTION_MASK);
     }
 
     public RequestParameters(IRequestReference requestReference, String statement, IResultSet resultSet,
             ResultProperties resultProperties, Stats stats, StatementProperties statementProperties,
-            IStatementExecutor.ResultMetadata outMetadata, String clientContextId,
+            IStatementExecutor.ResultMetadata outMetadata, String clientContextId, String defaultDataverseName,
             Map<String, String> optionalParameters, Map<String, IAObject> statementParameters, boolean multiStatement,
             int statementCategoryRestrictionMask) {
         this(requestReference, statement, resultSet, resultProperties, stats, statementProperties, outMetadata,
-                clientContextId, optionalParameters, statementParameters, multiStatement,
+                clientContextId, defaultDataverseName, optionalParameters, statementParameters, multiStatement,
                 statementCategoryRestrictionMask, false);
     }
 
     public RequestParameters(IRequestReference requestReference, String statement, IResultSet resultSet,
             ResultProperties resultProperties, Stats stats, StatementProperties statementProperties,
-            IStatementExecutor.ResultMetadata outMetadata, String clientContextId,
+            IStatementExecutor.ResultMetadata outMetadata, String clientContextId, String defaultDataverseName,
             Map<String, String> optionalParameters, Map<String, IAObject> statementParameters, boolean multiStatement,
             int statementCategoryRestrictionMask, boolean forceDropDataset) {
         this(requestReference, statement, resultSet, resultProperties, stats, statementProperties, outMetadata,
-                clientContextId, optionalParameters, statementParameters, multiStatement,
+                clientContextId, defaultDataverseName, optionalParameters, statementParameters, multiStatement,
                 statementCategoryRestrictionMask, forceDropDataset, false);
     }
 
     public RequestParameters(IRequestReference requestReference, String statement, IResultSet resultSet,
             ResultProperties resultProperties, Stats stats, StatementProperties statementProperties,
-            IStatementExecutor.ResultMetadata outMetadata, String clientContextId,
+            IStatementExecutor.ResultMetadata outMetadata, String clientContextId, String defaultDataverseName,
             Map<String, String> optionalParameters, Map<String, IAObject> statementParameters, boolean multiStatement,
             int statementCategoryRestrictionMask, boolean forceDropDataset, boolean skipAdmissionPolicy) {
         this.requestReference = requestReference;
@@ -107,6 +113,7 @@
         this.multiStatement = multiStatement;
         this.statementCategoryRestrictionMask = statementCategoryRestrictionMask;
         this.forceDropDataset = forceDropDataset;
+        this.defaultDataverseName = defaultDataverseName;
         this.skipAdmissionPolicy = skipAdmissionPolicy;
     }
 
@@ -180,12 +187,35 @@
         return requestReference;
     }
 
-    public static Map<String, byte[]> serializeParameterValues(Map<String, JsonNode> inParams)
-            throws HyracksDataException {
+    @Override
+    public String getDefaultDataverseName() {
+        return defaultDataverseName;
+    }
+
+    public boolean isPrintSignature() {
+        return printSignature;
+    }
+
+    public void setPrintSignature(boolean printSignature) {
+        this.printSignature = printSignature;
+    }
+
+    @Override
+    public boolean isSQLCompatMode() {
+        return sqlCompatMode;
+    }
+
+    public void setSQLCompatMode(boolean sqlCompatMode) {
+        this.sqlCompatMode = sqlCompatMode;
+    }
+
+    public static Map<String, byte[]> serializeParameterValues(Map<String, JsonNode> inParams,
+            SessionConfig.OutputFormat format) throws HyracksDataException {
         if (inParams == null || inParams.isEmpty()) {
             return null;
         }
-        JSONDataParser parser = new JSONDataParser(null, null);
+        JSONDataParser parser = format == SessionConfig.OutputFormat.LOSSLESS_ADM_JSON
+                ? new LosslessADMJSONDataParser(null) : new JSONDataParser(null, null);
         ByteArrayAccessibleOutputStream buffer = new ByteArrayAccessibleOutputStream();
         DataOutputStream bufferDataOutput = new DataOutputStream(buffer);
         Map<String, byte[]> m = new HashMap<>();
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/ApplicationConfigurator.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/ApplicationConfigurator.java
index c76d9b8..98a1820 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/ApplicationConfigurator.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/ApplicationConfigurator.java
@@ -24,6 +24,7 @@
 import java.util.Properties;
 
 import org.apache.asterix.common.config.AsterixProperties;
+import org.apache.asterix.common.config.BuildProperties;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.hyracks.api.config.IConfigManager;
@@ -36,9 +37,11 @@
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
-class ApplicationConfigurator {
+public class ApplicationConfigurator {
     private static final Logger LOGGER = LogManager.getLogger();
 
+    public static final String APPLICATION_NAME = "Apache AsterixDB";
+
     private ApplicationConfigurator() {
     }
 
@@ -83,4 +86,8 @@
             LOGGER.warn("JRE version \"" + javaVersion + "\" is untested");
         }
     }
+
+    public static String getApplicationVersion(BuildProperties buildProperties) {
+        return buildProperties.getAllProps().get("git.build.version");
+    }
 }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/GlobalRecoveryManager.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/GlobalRecoveryManager.java
index e1c39a0..e6ef8df 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/GlobalRecoveryManager.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/GlobalRecoveryManager.java
@@ -23,6 +23,7 @@
 import java.util.Collections;
 import java.util.List;
 import java.util.Set;
+import java.util.concurrent.Future;
 import java.util.concurrent.TimeUnit;
 
 import org.apache.asterix.app.message.StorageCleanupRequestMessage;
@@ -43,6 +44,7 @@
 import org.apache.asterix.metadata.entities.Dataverse;
 import org.apache.asterix.metadata.entities.ExternalDatasetDetails;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.metadata.utils.ExternalIndexingOperations;
 import org.apache.asterix.metadata.utils.MetadataConstants;
 import org.apache.hyracks.api.application.ICCServiceContext;
@@ -63,6 +65,7 @@
     protected final IHyracksClientConnection hcc;
     protected volatile boolean recoveryCompleted;
     protected volatile boolean recovering;
+    protected Future<?> recoveryFuture;
 
     public GlobalRecoveryManager(ICCServiceContext serviceCtx, IHyracksClientConnection hcc,
             IStorageComponentProvider componentProvider) {
@@ -97,7 +100,7 @@
                      * Perform recovery on a different thread to avoid deadlocks in
                      * {@link org.apache.asterix.common.cluster.IClusterStateManager}
                      */
-                    serviceCtx.getControllerService().getExecutor().submit(() -> {
+                    recoveryFuture = serviceCtx.getControllerService().getExecutor().submit(() -> {
                         try {
                             recover(appCtx);
                         } catch (Throwable e) {
@@ -126,6 +129,9 @@
         MetadataManager.INSTANCE.commitTransaction(mdTxnCtx);
         recoveryCompleted = true;
         recovering = false;
+        synchronized (this) {
+            recoveryFuture = null;
+        }
         LOGGER.info("Global Recovery Completed. Refreshing cluster state...");
         appCtx.getClusterStateManager().refreshState();
     }
@@ -137,7 +143,8 @@
         for (Dataverse dataverse : dataverses) {
             List<Dataset> dataverseDatasets =
                     MetadataManager.INSTANCE.getDataverseDatasets(mdTxnCtx, dataverse.getDataverseName());
-            dataverseDatasets.stream().mapToInt(Dataset::getDatasetId).forEach(validDatasetIds::add);
+            dataverseDatasets.stream().filter(DatasetUtil::isNotView).mapToInt(Dataset::getDatasetId)
+                    .forEach(validDatasetIds::add);
         }
         ICcApplicationContext ccAppCtx = (ICcApplicationContext) serviceCtx.getApplicationContext();
         final List<String> ncs = new ArrayList<>(ccAppCtx.getClusterStateManager().getParticipantNodes());
@@ -164,6 +171,12 @@
 
     @Override
     public void notifyStateChange(ClusterState newState) {
+        synchronized (this) {
+            if (recovering && newState == ClusterState.UNUSABLE && recoveryFuture != null) {
+                // interrupt the recovery attempt since cluster became unusable during global recovery
+                recoveryFuture.cancel(true);
+            }
+        }
         if (newState != ClusterState.ACTIVE && newState != ClusterState.RECOVERING) {
             recoveryCompleted = false;
         }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/NCApplication.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/NCApplication.java
index c148c92..f60349f 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/NCApplication.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/hyracks/bootstrap/NCApplication.java
@@ -35,7 +35,6 @@
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import java.util.Set;
 
 import org.apache.asterix.algebra.base.ILangExtension;
 import org.apache.asterix.api.http.server.BasicAuthServlet;
@@ -69,6 +68,8 @@
 import org.apache.asterix.common.config.PropertiesFactory;
 import org.apache.asterix.common.config.StorageProperties;
 import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.replication.IReplicationStrategyFactory;
+import org.apache.asterix.common.replication.ReplicationStrategyFactory;
 import org.apache.asterix.common.transactions.Checkpoint;
 import org.apache.asterix.common.transactions.IRecoveryManager;
 import org.apache.asterix.common.transactions.IRecoveryManager.SystemState;
@@ -80,7 +81,6 @@
 import org.apache.asterix.compiler.provider.ILangCompilationProvider;
 import org.apache.asterix.messaging.MessagingChannelInterfaceFactory;
 import org.apache.asterix.messaging.NCMessageBroker;
-import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.asterix.translator.Receptionist;
 import org.apache.asterix.util.MetadataBuiltinFunctions;
 import org.apache.asterix.utils.RedactionUtil;
@@ -163,7 +163,7 @@
             updateOnNodeJoin();
         }
         runtimeContext.initialize(getRecoveryManagerFactory(), getReceptionistFactory(), getConfigValidatorFactory(),
-                runtimeContext.getNodeProperties().isInitialRun());
+                getReplicationStrategyFactory(), runtimeContext.getNodeProperties().isInitialRun());
         MessagingProperties messagingProperties = runtimeContext.getMessagingProperties();
         NCMessageBroker messageBroker = new NCMessageBroker(controllerService, messagingProperties);
         this.ncServiceCtx.setMessageBroker(messageBroker);
@@ -194,6 +194,10 @@
         return Receptionist::new;
     }
 
+    protected IReplicationStrategyFactory getReplicationStrategyFactory() {
+        return new ReplicationStrategyFactory();
+    }
+
     protected IConfigValidatorFactory getConfigValidatorFactory() {
         return ConfigValidator::new;
     }
@@ -296,11 +300,12 @@
         final NodeStatus currentStatus = ncs.getNodeStatus();
         final SystemState systemState = isPendingStartupTasks(currentStatus, ncs.getPrimaryCcId(), ccId)
                 ? getCurrentSystemState() : SystemState.HEALTHY;
-        final Map httpSecrets =
+        final Map<String, Object> httpSecrets =
                 apiServer != null ? Collections.singletonMap(SYS_AUTH_HEADER, apiServer.ctx().get(SYS_AUTH_HEADER))
                         : Collections.emptyMap();
         RegistrationTasksRequestMessage.send(ccId, (NodeControllerService) ncServiceCtx.getControllerService(),
-                currentStatus, systemState, httpSecrets);
+                currentStatus, systemState, httpSecrets,
+                runtimeContext.getMetadataProperties().getNodePartitions(nodeId));
     }
 
     @Override
@@ -312,16 +317,7 @@
     }
 
     private void performLocalCleanUp() throws HyracksDataException {
-        //Delete working area files from failed jobs
         runtimeContext.getIoManager().deleteWorkspaceFiles();
-        // Reclaim storage for orphaned index artifacts in NCs.
-        final Set<Integer> nodePartitions = runtimeContext.getReplicaManager().getPartitions();
-        final PersistentLocalResourceRepository localResourceRepository =
-                (PersistentLocalResourceRepository) runtimeContext.getLocalResourceRepository();
-        localResourceRepository.deleteCorruptedResources();
-        for (Integer partition : nodePartitions) {
-            localResourceRepository.cleanup(partition);
-        }
     }
 
     private void updateOnNodeJoin() {
@@ -340,7 +336,11 @@
     @Override
     public IFileDeviceResolver getFileDeviceResolver() {
         return (relPath, devices) -> {
-            int ioDeviceIndex = Math.abs(StoragePathUtil.getPartitionNumFromRelativePath(relPath) % devices.size());
+            int partition = StoragePathUtil.getPartitionNumFromRelativePath(relPath);
+            if (partition < 0) {
+                return devices.get(0);
+            }
+            int ioDeviceIndex = Math.abs(partition % devices.size());
             return devices.get(ioDeviceIndex);
         };
     }
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/FeedOperations.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/FeedOperations.java
index 9472da5..dcd52a0 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/FeedOperations.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/FeedOperations.java
@@ -253,7 +253,7 @@
             clfrqs = new CompiledStatements.CompiledUpsertStatement(feedConn.getDataverseName(),
                     feedConn.getDatasetName(), feedConnQuery, stmtUpsert.getVarCounter(), null, null);
         }
-        return statementExecutor.rewriteCompileQuery(hcc, metadataProvider, feedConnQuery, clfrqs, null, null, null);
+        return statementExecutor.rewriteCompileQuery(hcc, metadataProvider, feedConnQuery, clfrqs, null, null);
     }
 
     private static JobSpecification combineIntakeCollectJobs(MetadataProvider metadataProvider, Feed feed,
diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/RebalanceUtil.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/RebalanceUtil.java
index ccb73b6..b0dc162 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/RebalanceUtil.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/utils/RebalanceUtil.java
@@ -354,7 +354,7 @@
     // Drops dataset files of a given dataset.
     private static void dropDatasetFiles(Dataset dataset, MetadataProvider metadataProvider,
             IHyracksClientConnection hcc) throws Exception {
-        if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
+        if (dataset.getDatasetType() == DatasetType.EXTERNAL || dataset.getDatasetType() == DatasetType.VIEW) {
             return;
         }
         List<JobSpecification> jobs = new ArrayList<>();
@@ -389,7 +389,7 @@
 
     // Gets the primary key permutation for upserts.
     private static int[] getPrimaryKeyPermutationForUpsert(Dataset dataset) {
-        // upsertIndicatorVar + prev record
+        // (upsert) operationVar + prev record
         int f = 2;
         // add the previous meta second
         if (dataset.hasMetaPart()) {
diff --git a/asterixdb/asterix-app/src/main/resources/cc.conf b/asterixdb/asterix-app/src/main/resources/cc.conf
index 51c71c2..98ede89 100644
--- a/asterixdb/asterix-app/src/main/resources/cc.conf
+++ b/asterixdb/asterix-app/src/main/resources/cc.conf
@@ -28,7 +28,7 @@
 txn.log.dir=target/tmp/asterix_nc2/txnlog
 core.dump.dir=target/tmp/asterix_nc2/coredump
 iodevices=asterix_nc2/iodevice1
-iodevices=asterix_nc1/iodevice2
+iodevices=asterix_nc2/iodevice2
 nc.api.port=19005
 #jvm.args=-agentlib:jdwp=transport=dt_socket,server=y,suspend=y,address=5007
 
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/api/http/servlet/QueryCancellationServletTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/api/http/servlet/QueryCancellationServletTest.java
index 50e1155..68fb9a8 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/api/http/servlet/QueryCancellationServletTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/api/http/servlet/QueryCancellationServletTest.java
@@ -71,7 +71,7 @@
 
         final RequestReference requestReference = RequestReference.of("1", "node1", System.currentTimeMillis());
         RequestParameters requestParameters = new RequestParameters(requestReference, "select 1", null, null, null,
-                null, null, "1", null, null, true);
+                null, null, "1", null, null, null, true);
         ClientRequest request = new ClientRequest(requestParameters);
         request.setJobId(new JobId(1));
         request.markCancellable();
@@ -88,7 +88,7 @@
         // Tests the case that the job cancellation hit some exception from Hyracks.
         final RequestReference requestReference2 = RequestReference.of("2", "node1", System.currentTimeMillis());
         requestParameters = new RequestParameters(requestReference2, "select 1", null, null, null, null, null, "2",
-                null, null, true);
+                null, null, null, true);
         ClientRequest request2 = new ClientRequest(requestParameters);
         request2.setJobId(new JobId(2));
         request2.markCancellable();
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/bootstrap/TestNodeController.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/bootstrap/TestNodeController.java
index 1040781..0b80881 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/bootstrap/TestNodeController.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/bootstrap/TestNodeController.java
@@ -28,7 +28,6 @@
 
 import org.apache.asterix.app.nc.NCAppRuntimeContext;
 import org.apache.asterix.app.nc.TransactionSubsystem;
-import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.config.TransactionProperties;
 import org.apache.asterix.common.context.DatasetLifecycleManager;
 import org.apache.asterix.common.context.IStorageComponentProvider;
@@ -53,6 +52,7 @@
 import org.apache.asterix.metadata.utils.MetadataUtil;
 import org.apache.asterix.metadata.utils.SplitsAndConstraintsUtil;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.formats.FormatUtils;
 import org.apache.asterix.runtime.formats.NonTaggedDataFormat;
@@ -67,6 +67,8 @@
 import org.apache.asterix.transaction.management.service.logging.LogReader;
 import org.apache.commons.lang3.tuple.Pair;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
 import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.algebricks.runtime.operators.base.SinkRuntimeFactory;
@@ -201,7 +203,8 @@
                     storageComponentProvider.getStorageManager(), secondaryIndexInfo.fileSplitProvider);
             IIndexDataflowHelperFactory primaryIndexHelperFactory = new IndexDataflowHelperFactory(
                     storageComponentProvider.getStorageManager(), primaryIndexInfo.getFileSplitProvider());
-            int[] fieldPermutation = new int[secondaryIndex.getKeyFieldNames().size()];
+            Index.ValueIndexDetails secondaryIndexDetails = (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
+            int[] fieldPermutation = new int[secondaryIndexDetails.getKeyFieldNames().size()];
             for (int i = 0; i < fieldPermutation.length; i++) {
                 fieldPermutation[i] = i;
             }
@@ -257,8 +260,10 @@
             // for the index, we will have to create an assign operator that extract the sk
             // then the secondary LSMInsertDeleteOperatorNodePushable
             if (secondaryIndex != null) {
-                List<List<String>> skNames = secondaryIndex.getKeyFieldNames();
-                List<Integer> indicators = secondaryIndex.getKeyFieldSourceIndicators();
+                Index.ValueIndexDetails secondaryIndexDetails =
+                        (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
+                List<List<String>> skNames = secondaryIndexDetails.getKeyFieldNames();
+                List<Integer> indicators = secondaryIndexDetails.getKeyFieldSourceIndicators();
                 IScalarEvaluatorFactory[] secondaryFieldAccessEvalFactories =
                         new IScalarEvaluatorFactory[skNames.size()];
                 for (int i = 0; i < skNames.size(); i++) {
@@ -266,14 +271,15 @@
                             ? indicators.get(i).intValue() == Index.RECORD_INDICATOR ? recordType : metaType
                             : recordType;
                     int pos = skNames.get(i).size() > 1 ? -1 : sourceType.getFieldIndex(skNames.get(i).get(0));
-                    secondaryFieldAccessEvalFactories[i] =
-                            mdProvider.getDataFormat().getFieldAccessEvaluatorFactory(mdProvider.getFunctionManager(),
-                                    sourceType, secondaryIndex.getKeyFieldNames().get(i), pos, null);
+                    secondaryFieldAccessEvalFactories[i] = mdProvider.getDataFormat().getFieldAccessEvaluatorFactory(
+                            mdProvider.getFunctionManager(), sourceType, skNames.get(i), pos, null);
                 }
                 // outColumns are computed inside the assign runtime
                 int[] outColumns = new int[skNames.size()];
                 // projection list include old and new (primary and secondary keys)
-                int[] projectionList = new int[skNames.size() + primaryIndexInfo.index.getKeyFieldNames().size()];
+                Index.ValueIndexDetails primaryIndexDetails =
+                        (Index.ValueIndexDetails) primaryIndexInfo.index.getIndexDetails();
+                int[] projectionList = new int[skNames.size() + primaryIndexDetails.getKeyFieldNames().size()];
                 for (int i = 0; i < secondaryFieldAccessEvalFactories.length; i++) {
                     outColumns[i] = primaryIndexInfo.rDesc.getFieldCount() + i;
                 }
@@ -281,7 +287,7 @@
                 for (int i = 0; i < secondaryFieldAccessEvalFactories.length; i++) {
                     projectionList[projCount++] = primaryIndexInfo.rDesc.getFieldCount() + i;
                 }
-                for (int i = 0; i < primaryIndexInfo.index.getKeyFieldNames().size(); i++) {
+                for (int i = 0; i < primaryIndexDetails.getKeyFieldNames().size(); i++) {
                     projectionList[projCount++] = i;
                 }
                 IPushRuntime assignOp =
@@ -354,8 +360,10 @@
             // for the index, we will have to create an assign operator that extract the sk
             // then the secondary LSMInsertDeleteOperatorNodePushable
             if (secondaryIndex != null) {
-                List<List<String>> skNames = secondaryIndex.getKeyFieldNames();
-                List<Integer> indicators = secondaryIndex.getKeyFieldSourceIndicators();
+                Index.ValueIndexDetails secondaryIndexDetails =
+                        (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
+                List<List<String>> skNames = secondaryIndexDetails.getKeyFieldNames();
+                List<Integer> indicators = secondaryIndexDetails.getKeyFieldSourceIndicators();
                 IScalarEvaluatorFactory[] secondaryFieldAccessEvalFactories =
                         new IScalarEvaluatorFactory[skNames.size()];
                 for (int i = 0; i < skNames.size(); i++) {
@@ -363,14 +371,15 @@
                             ? indicators.get(i).intValue() == Index.RECORD_INDICATOR ? recordType : metaType
                             : recordType;
                     int pos = skNames.get(i).size() > 1 ? -1 : sourceType.getFieldIndex(skNames.get(i).get(0));
-                    secondaryFieldAccessEvalFactories[i] =
-                            mdProvider.getDataFormat().getFieldAccessEvaluatorFactory(mdProvider.getFunctionManager(),
-                                    sourceType, secondaryIndex.getKeyFieldNames().get(i), pos, null);
+                    secondaryFieldAccessEvalFactories[i] = mdProvider.getDataFormat().getFieldAccessEvaluatorFactory(
+                            mdProvider.getFunctionManager(), sourceType, skNames.get(i), pos, null);
                 }
                 // outColumns are computed inside the assign runtime
                 int[] outColumns = new int[skNames.size()];
                 // projection list include old and new (primary and secondary keys)
-                int[] projectionList = new int[skNames.size() + primaryIndexInfo.index.getKeyFieldNames().size()];
+                Index.ValueIndexDetails primaryIndexDetails =
+                        (Index.ValueIndexDetails) primaryIndexInfo.index.getIndexDetails();
+                int[] projectionList = new int[skNames.size() + primaryIndexDetails.getKeyFieldNames().size()];
                 for (int i = 0; i < secondaryFieldAccessEvalFactories.length; i++) {
                     outColumns[i] = primaryIndexInfo.rDesc.getFieldCount() + i;
                 }
@@ -378,7 +387,7 @@
                 for (int i = 0; i < secondaryFieldAccessEvalFactories.length; i++) {
                     projectionList[projCount++] = primaryIndexInfo.rDesc.getFieldCount() + i;
                 }
-                for (int i = 0; i < primaryIndexInfo.index.getKeyFieldNames().size(); i++) {
+                for (int i = 0; i < primaryIndexDetails.getKeyFieldNames().size(); i++) {
                     projectionList[projCount++] = i;
                 }
                 IPushRuntime assignOp =
@@ -433,7 +442,7 @@
                 storageComponentProvider.getStorageManager(), primaryIndexInfo.getFileSplitProvider());
         BTreeSearchOperatorDescriptor searchOpDesc = new BTreeSearchOperatorDescriptor(spec, primaryIndexInfo.rDesc,
                 null, null, true, true, indexDataflowHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, filterFields, filterFields, false);
+                NoOpOperationCallbackFactory.INSTANCE, filterFields, filterFields, false, null);
         BTreeSearchOperatorNodePushable searchOp =
                 searchOpDesc.createPushRuntime(ctx, primaryIndexInfo.getSearchRecordDescriptorProvider(),
                         ctx.getTaskAttemptId().getTaskId().getPartition(), 1);
@@ -632,6 +641,7 @@
         public SecondaryIndexInfo(PrimaryIndexInfo primaryIndexInfo, Index secondaryIndex) {
             this.primaryIndexInfo = primaryIndexInfo;
             this.secondaryIndex = secondaryIndex;
+            Index.ValueIndexDetails secondaryIndexDetails = (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
             List<String> nodes = Collections.singletonList(ExecutionTestUtil.integrationUtil.ncs[0].getId());
             CcApplicationContext appCtx =
                     (CcApplicationContext) ExecutionTestUtil.integrationUtil.cc.getApplicationContext();
@@ -639,11 +649,11 @@
                     primaryIndexInfo.dataset, secondaryIndex.getIndexName(), nodes);
             fileSplitProvider = new ConstantFileSplitProvider(splits);
             secondaryIndexTypeTraits = createSecondaryIndexTypeTraits(primaryIndexInfo.recordType,
-                    primaryIndexInfo.metaType, primaryIndexInfo.primaryKeyTypes,
-                    secondaryIndex.getKeyFieldTypes().toArray(new IAType[secondaryIndex.getKeyFieldTypes().size()]));
+                    primaryIndexInfo.metaType, primaryIndexInfo.primaryKeyTypes, secondaryIndexDetails
+                            .getKeyFieldTypes().toArray(new IAType[secondaryIndexDetails.getKeyFieldTypes().size()]));
             secondaryIndexSerdes = createSecondaryIndexSerdes(primaryIndexInfo.recordType, primaryIndexInfo.metaType,
-                    primaryIndexInfo.primaryKeyTypes,
-                    secondaryIndex.getKeyFieldTypes().toArray(new IAType[secondaryIndex.getKeyFieldTypes().size()]));
+                    primaryIndexInfo.primaryKeyTypes, secondaryIndexDetails.getKeyFieldTypes()
+                            .toArray(new IAType[secondaryIndexDetails.getKeyFieldTypes().size()]));
             rDesc = new RecordDescriptor(secondaryIndexSerdes, secondaryIndexTypeTraits);
             insertFieldsPermutations = new int[secondaryIndexTypeTraits.length];
             for (int i = 0; i < insertFieldsPermutations.length; i++) {
@@ -651,7 +661,7 @@
             }
             primaryKeyIndexes = new int[primaryIndexInfo.primaryKeyIndexes.length];
             for (int i = 0; i < primaryKeyIndexes.length; i++) {
-                primaryKeyIndexes[i] = i + secondaryIndex.getKeyFieldNames().size();
+                primaryKeyIndexes[i] = i + secondaryIndexDetails.getKeyFieldNames().size();
             }
         }
 
@@ -710,9 +720,8 @@
                         indicator == Index.RECORD_INDICATOR ? recordType.getFieldNames() : metaType.getFieldNames();
                 keyFieldNames.add(Arrays.asList(fieldNames[primaryKeyIndexes[i]]));
             }
-            index = new Index(dataset.getDataverseName(), dataset.getDatasetName(), dataset.getDatasetName(),
-                    IndexType.BTREE, keyFieldNames, primaryKeyIndicators, keyFieldTypes, false, false, true,
-                    MetadataUtil.PENDING_NO_OP);
+            index = Index.createPrimaryIndex(dataset.getDataverseName(), dataset.getDatasetName(), keyFieldNames,
+                    primaryKeyIndicators, keyFieldTypes, MetadataUtil.PENDING_NO_OP);
             List<String> nodes = Collections.singletonList(ExecutionTestUtil.integrationUtil.ncs[0].getId());
             CcApplicationContext appCtx =
                     (CcApplicationContext) ExecutionTestUtil.integrationUtil.cc.getApplicationContext();
@@ -807,10 +816,10 @@
         RecordDescriptor upsertOutRecDesc = getUpsertOutRecDesc(primaryIndexInfo.rDesc, dataset,
                 filterFields == null ? 0 : filterFields.length, recordType, metaType);
         // fix pk fields
-        int diff = upsertOutRecDesc.getFieldCount() - primaryIndexInfo.rDesc.getFieldCount();
+        int start = 1 + (dataset.hasMetaPart() ? 2 : 1) + (filterFields == null ? 0 : filterFields.length);
         int[] pkFieldsInCommitOp = new int[dataset.getPrimaryKeys().size()];
         for (int i = 0; i < pkFieldsInCommitOp.length; i++) {
-            pkFieldsInCommitOp[i] = diff + i;
+            pkFieldsInCommitOp[i] = start++;
         }
         CommitRuntime commitOp = new CommitRuntime(ctx, getTxnJobId(ctx), dataset.getDatasetId(), pkFieldsInCommitOp,
                 true, ctx.getTaskAttemptId().getTaskId().getPartition(), true);
@@ -821,19 +830,26 @@
 
     private RecordDescriptor getUpsertOutRecDesc(RecordDescriptor inputRecordDesc, Dataset dataset, int numFilterFields,
             ARecordType itemType, ARecordType metaItemType) throws Exception {
-        ITypeTraits[] outputTypeTraits =
-                new ITypeTraits[inputRecordDesc.getFieldCount() + (dataset.hasMetaPart() ? 2 : 1) + numFilterFields];
-        ISerializerDeserializer<?>[] outputSerDes = new ISerializerDeserializer[inputRecordDesc.getFieldCount()
-                + (dataset.hasMetaPart() ? 2 : 1) + numFilterFields];
+        // 1 boolean field at the beginning to indicate whether the operation was upsert or delete
+        int numOutFields = 1 + (dataset.hasMetaPart() ? 2 : 1) + numFilterFields + inputRecordDesc.getFieldCount();
+        ITypeTraits[] outputTypeTraits = new ITypeTraits[numOutFields];
+        ISerializerDeserializer<?>[] outputSerDes = new ISerializerDeserializer[numOutFields];
 
-        // add the previous record first
+        ISerializerDeserializerProvider serdeProvider = FormatUtils.getDefaultFormat().getSerdeProvider();
+        ITypeTraitProvider typeTraitProvider = FormatUtils.getDefaultFormat().getTypeTraitProvider();
         int f = 0;
-        outputSerDes[f] = FormatUtils.getDefaultFormat().getSerdeProvider().getSerializerDeserializer(itemType);
+        // add the upsert indicator boolean field
+        outputSerDes[f] = serdeProvider.getSerializerDeserializer(BuiltinType.AINT8);
+        outputTypeTraits[f] = typeTraitProvider.getTypeTrait(BuiltinType.AINT8);
+        f++;
+        // add the previous record
+        outputSerDes[f] = serdeProvider.getSerializerDeserializer(itemType);
+        outputTypeTraits[f] = typeTraitProvider.getTypeTrait(itemType);
         f++;
         // add the previous meta second
         if (dataset.hasMetaPart()) {
-            outputSerDes[f] = FormatUtils.getDefaultFormat().getSerdeProvider().getSerializerDeserializer(metaItemType);
-            outputTypeTraits[f] = FormatUtils.getDefaultFormat().getTypeTraitProvider().getTypeTrait(metaItemType);
+            outputSerDes[f] = serdeProvider.getSerializerDeserializer(metaItemType);
+            outputTypeTraits[f] = typeTraitProvider.getTypeTrait(metaItemType);
             f++;
         }
         // add the previous filter third
@@ -848,10 +864,8 @@
                 }
             }
             fieldIdx = i;
-            outputTypeTraits[f] = FormatUtils.getDefaultFormat().getTypeTraitProvider()
-                    .getTypeTrait(itemType.getFieldTypes()[fieldIdx]);
-            outputSerDes[f] = FormatUtils.getDefaultFormat().getSerdeProvider()
-                    .getSerializerDeserializer(itemType.getFieldTypes()[fieldIdx]);
+            outputTypeTraits[f] = typeTraitProvider.getTypeTrait(itemType.getFieldTypes()[fieldIdx]);
+            outputSerDes[f] = serdeProvider.getSerializerDeserializer(itemType.getFieldTypes()[fieldIdx]);
             f++;
         }
         for (int j = 0; j < inputRecordDesc.getFieldCount(); j++) {
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/resource/PlanStagesGeneratorTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/resource/PlanStagesGeneratorTest.java
index 8969f18..b0de85e 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/resource/PlanStagesGeneratorTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/resource/PlanStagesGeneratorTest.java
@@ -210,7 +210,8 @@
         exchangeOperator2.setPhysicalOperator(new HashPartitionExchangePOperator(Collections.emptyList(), null));
         exchangeOperator2.getInputs().add(new MutableObject<>(groupByOperator));
 
-        LeftOuterJoinOperator secondJoin = new LeftOuterJoinOperator(new MutableObject<>(ConstantExpression.TRUE));
+        LeftOuterJoinOperator secondJoin = new LeftOuterJoinOperator(new MutableObject<>(ConstantExpression.TRUE),
+                ConstantExpression.MISSING.getValue());
         secondJoin.setExecutionMode(PARTITIONED);
         secondJoin.setPhysicalOperator(new NestedLoopJoinPOperator(secondJoin.getJoinKind(),
                 AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
@@ -270,7 +271,8 @@
         order2.setPhysicalOperator(new StableSortPOperator());
         order2.getInputs().add(new MutableObject<>(replicateOperator));
 
-        LeftOuterJoinOperator secondJoin = new LeftOuterJoinOperator(new MutableObject<>(ConstantExpression.TRUE));
+        LeftOuterJoinOperator secondJoin = new LeftOuterJoinOperator(new MutableObject<>(ConstantExpression.TRUE),
+                ConstantExpression.MISSING.getValue());
         secondJoin.setExecutionMode(PARTITIONED);
         secondJoin.setPhysicalOperator(new NestedLoopJoinPOperator(secondJoin.getJoinKind(),
                 AbstractJoinPOperator.JoinPartitioningType.BROADCAST));
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/result/ResultPrinterTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/result/ResultPrinterTest.java
index e3e4069..5974e28 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/result/ResultPrinterTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/app/result/ResultPrinterTest.java
@@ -97,7 +97,8 @@
         sessionConfig.set(SessionConfig.FORMAT_WRAPPER_ARRAY, true);
         sessionConfig.set(SessionConfig.FORMAT_INDENT_JSON, true);
         sessionConfig.set(SessionConfig.FORMAT_QUOTE_RECORD,
-                format != SessionConfig.OutputFormat.CLEAN_JSON && format != SessionConfig.OutputFormat.LOSSLESS_JSON);
+                format != SessionConfig.OutputFormat.CLEAN_JSON && format != SessionConfig.OutputFormat.LOSSLESS_JSON
+                        && format != SessionConfig.OutputFormat.LOSSLESS_ADM_JSON);
         return new SessionOutput(sessionConfig, resultWriter, resultPrefix, resultPostfix, appendHandle, appendStatus);
     }
 
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/runtime/ClusterStateManagerTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/runtime/ClusterStateManagerTest.java
index 9cc295e..b80fa30 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/runtime/ClusterStateManagerTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/runtime/ClusterStateManagerTest.java
@@ -19,7 +19,9 @@
 package org.apache.asterix.runtime;
 
 import java.util.Collections;
+import java.util.HashSet;
 import java.util.Map;
+import java.util.Set;
 import java.util.SortedMap;
 import java.util.TreeMap;
 import java.util.concurrent.ConcurrentHashMap;
@@ -200,7 +202,8 @@
 
     private void notifyNodeStartupCompletion(CcApplicationContext applicationContext, String nodeId)
             throws HyracksDataException {
-        NCLifecycleTaskReportMessage msg = new NCLifecycleTaskReportMessage(nodeId, true, mockLocalCounters());
+        NCLifecycleTaskReportMessage msg =
+                new NCLifecycleTaskReportMessage(nodeId, true, mockLocalCounters(), getNodeActivePartitions(nodeId));
         applicationContext.getNcLifecycleCoordinator().process(msg);
     }
 
@@ -262,4 +265,20 @@
         Mockito.when(localCounters.getMaxTxnId()).thenReturn(1000L);
         return localCounters;
     }
+
+    private static Set<Integer> getNodeActivePartitions(String nodeId) {
+        Set<Integer> activePartitions = new HashSet<>();
+        switch (nodeId) {
+            case NC1:
+                activePartitions.add(0);
+                break;
+            case NC2:
+                activePartitions.add(1);
+                break;
+            case NC3:
+                activePartitions.add(2);
+                break;
+        }
+        return activePartitions;
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/ActiveEventsListenerTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/ActiveEventsListenerTest.java
index 3bfea56..c71e602 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/ActiveEventsListenerTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/ActiveEventsListenerTest.java
@@ -31,9 +31,7 @@
 import java.util.concurrent.atomic.AtomicInteger;
 
 import org.apache.asterix.active.ActivityState;
-import org.apache.asterix.active.CountRetryPolicyFactory;
 import org.apache.asterix.active.EntityId;
-import org.apache.asterix.active.InfiniteRetryPolicyFactory;
 import org.apache.asterix.active.NoRetryPolicyFactory;
 import org.apache.asterix.app.active.ActiveNotificationHandler;
 import org.apache.asterix.common.api.IClusterManagementWork.ClusterState;
@@ -68,6 +66,7 @@
 import org.apache.hyracks.api.job.JobStatus;
 import org.apache.hyracks.control.cc.ClusterControllerService;
 import org.apache.hyracks.control.cc.application.CCServiceContext;
+import org.apache.hyracks.util.CountRetryPolicy;
 import org.junit.After;
 import org.junit.Assert;
 import org.junit.Before;
@@ -148,7 +147,7 @@
         nodeControllers[1] = new TestNodeControllerActor(nodes[1], clusterController);
         listener = new TestEventsListener(clusterController, nodeControllers, jobIdFactory, entityId,
                 new ArrayList<>(allDatasets), statementExecutor, appCtx, hcc, locations,
-                new InfiniteRetryPolicyFactory());
+                x -> new CountRetryPolicy(1000));
         users = new TestUserActor[3];
         users[0] = newUser("Till", appCtx);
         users[1] = newUser("Mike", appCtx);
@@ -536,8 +535,7 @@
     public void testRecoveryFailureAfterOneAttemptCompilationFailure() throws Exception {
         handler.unregisterListener(listener);
         listener = new TestEventsListener(clusterController, nodeControllers, jobIdFactory, entityId,
-                new ArrayList<>(allDatasets), statementExecutor, appCtx, hcc, locations,
-                new CountRetryPolicyFactory(1));
+                new ArrayList<>(allDatasets), statementExecutor, appCtx, hcc, locations, x -> new CountRetryPolicy(1));
         testStartWhenStartSucceed();
         WaitForStateSubscriber tempFailSubscriber =
                 new WaitForStateSubscriber(listener, EnumSet.of(ActivityState.TEMPORARILY_FAILED));
@@ -580,8 +578,7 @@
     public void testRecoveryFailureAfterOneAttemptRuntimeFailure() throws Exception {
         handler.unregisterListener(listener);
         listener = new TestEventsListener(clusterController, nodeControllers, jobIdFactory, entityId,
-                new ArrayList<>(allDatasets), statementExecutor, appCtx, hcc, locations,
-                new CountRetryPolicyFactory(1));
+                new ArrayList<>(allDatasets), statementExecutor, appCtx, hcc, locations, x -> new CountRetryPolicy(1));
         testStartWhenStartSucceed();
         WaitForStateSubscriber tempFailSubscriber =
                 new WaitForStateSubscriber(listener, EnumSet.of(ActivityState.TEMPORARILY_FAILED));
@@ -1543,7 +1540,7 @@
             AlgebricksAbsolutePartitionConstraint locations = new AlgebricksAbsolutePartitionConstraint(nodes);
             additionalListeners[i] = listener = new TestEventsListener(clusterController, nodeControllers, jobIdFactory,
                     entityId, new ArrayList<>(allDatasets), statementExecutor, ccAppCtx, hcc, locations,
-                    new InfiniteRetryPolicyFactory());
+                    x -> new CountRetryPolicy(1000));
         }
         Action suspension = users[0].suspendAllActivities(handler);
         suspension.sync();
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/TestUserActor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/TestUserActor.java
index bc2c110..2d64f79 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/TestUserActor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/active/TestUserActor.java
@@ -200,7 +200,7 @@
                 DataverseName dataverseName = dataset.getDataverseName();
                 String datasetName = dataset.getDatasetName();
                 try {
-                    lockUtil.createIndexBegin(lockManager, mdProvider.getLocks(), dataverseName, datasetName);
+                    lockUtil.createIndexBegin(lockManager, mdProvider.getLocks(), dataverseName, datasetName, null);
                     if (actionListener.isActive()) {
                         throw new RuntimeDataException(ErrorCode.CANNOT_ADD_INDEX_TO_DATASET_CONNECTED_TO_ACTIVE_ENTITY,
                                 DatasetUtil.getFullyQualifiedDisplayName(dataverseName, datasetName) + ".index",
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayDataset.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayDataset.java
new file mode 100644
index 0000000..16088b2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayDataset.java
@@ -0,0 +1,238 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import static org.apache.asterix.test.array.ArrayElement.TableField;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.JsonNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.ArrayNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.IntNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.JsonNodeFactory;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.ObjectNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.TextNode;
+
+public class ArrayDataset {
+    public static final String[] ADDITIONAL_GROUPS = new String[] { "extra_grouping_5_a", "extra_grouping_5_b" };
+    public static final String[] ADDITIONAL_FIELDS = new String[] { "extra_integer_1_a", "extra_integer_1_b" };
+    public static final String[] VALUES_FOR_ADDITIONAL_GROUPS = new String[] { "1", "2", "3", "4", "5" };
+    public static final String[] VALUES_FOR_ADDITIONAL_FIELDS = new String[] { "1", "2" };
+
+    public static final String[] CONTAINED_OBJECT_NAMES = new String[] { "contained_object_1", "contained_object_2" };
+    public static final String[] CONTAINER_OBJECT_NAMES = new String[] { "container_object_A", "container_object_B",
+            "container_object_C", "container_object_D", "container_object_E" };
+
+    private String fromBaseQuery;
+
+    @Override
+    public String toString() {
+        return fromBaseQuery;
+    }
+
+    public static class Builder {
+        private final JsonNodeFactory jsonNodeFactory = new JsonNodeFactory(false);
+        private final List<ArrayElement> builderElements = new ArrayList<>();
+
+        public void addElement(ArrayElement element) {
+            builderElements.add(element);
+        }
+
+        public ArrayDataset build() {
+            ArrayElement e = builderElements.stream().filter(m -> !m.unnestList.isEmpty()).findFirst().orElseThrow();
+            List<TableField> f = builderElements.stream().filter(m -> m.unnestList.isEmpty())
+                    .map(m -> m.projectList.get(0)).collect(Collectors.toUnmodifiableList());
+            int arrayNestingLevel = e.unnestList.size();
+
+            // First, build the innermost array component (i.e. the SELECT clause of the DDL, or lack thereof).
+            StringBuilder sb = new StringBuilder();
+            sb.append("WITH group1 AS (\n");
+            sb.append("\tFROM ").append(BaseWisconsinTable.TABLE_NAME).append(" D\n\t");
+            appendGroupByClause(sb, e.unnestList.size());
+            sb.append("\tGROUP AS G1\n");
+            appendSelectClauseWithGroupTerm(sb, "G1", arrayNestingLevel, e.unnestList.get(arrayNestingLevel - 1),
+                    buildStartingSelectValue(e));
+            sb.append(")\n");
+
+            // If we have any nested arrays, additional groups.
+            for (int i = 1; i < e.unnestList.size(); i++) {
+                String joinFieldName = BaseWisconsinTable.GROUPING_FIELDS[arrayNestingLevel - 1].fieldName;
+                sb.append(", group").append(i + 1).append(" AS (\n");
+                sb.append("\tFROM ").append(BaseWisconsinTable.TABLE_NAME).append(" D\n\t");
+                sb.append("JOIN group").append(i).append(" G").append(i).append("\n\tON ");
+                sb.append("D.").append(joinFieldName);
+                sb.append(" = G").append(i).append('.').append(joinFieldName).append("\n\t");
+                appendGroupByClause(sb, arrayNestingLevel - 1);
+                sb.append("\tGROUP AS G").append(i + 1).append('\n');
+                appendSelectClauseWithGroupTerm(sb, "G" + (i + 1), arrayNestingLevel - 1,
+                        e.unnestList.get(arrayNestingLevel - 2), String.format("%s_inner.G%d", "G" + (i + 1), i));
+                sb.append(")\n");
+                arrayNestingLevel--;
+            }
+
+            // Add the final SELECT clause.
+            String joinFieldName = BaseWisconsinTable.GROUPING_FIELDS[arrayNestingLevel - 1].fieldName;
+            sb.append("FROM ").append(BaseWisconsinTable.TABLE_NAME).append(" D\n");
+            sb.append("JOIN group").append(e.unnestList.size()).append(" G").append(e.unnestList.size());
+            sb.append("\nON D.").append(joinFieldName).append(" = G");
+            sb.append(e.unnestList.size()).append('.').append(joinFieldName).append("\n");
+            appendSelectClauseWithoutGroupTerm(sb, "G" + e.unnestList.size(), arrayNestingLevel - 1,
+                    e.unnestList.get(0), f);
+
+            // Return the new array dataset.
+            ArrayDataset arrayDataset = new ArrayDataset();
+            arrayDataset.fromBaseQuery = sb.toString();
+            return arrayDataset;
+        }
+
+        private void appendGroupByClause(StringBuilder sb, int numGroupFields) {
+            sb.append("GROUP BY D.").append(BaseWisconsinTable.GROUPING_FIELDS[0].fieldName).append(" ");
+            for (int i = 1; i < numGroupFields; i++) {
+                sb.append(", D.").append(BaseWisconsinTable.GROUPING_FIELDS[i].fieldName).append(' ');
+            }
+            sb.append('\n');
+        }
+
+        private void appendSelectClauseWithGroupTerm(StringBuilder sb, String groupAlias, int numGroupFields,
+                TableField groupField, String groupValue) {
+            ObjectNode selectClauseNode = new ObjectNode(jsonNodeFactory);
+
+            // Append the GROUP BY fields.
+            for (int i = 0; i < numGroupFields; i++) {
+                selectClauseNode.put(BaseWisconsinTable.GROUPING_FIELDS[i].fieldName,
+                        String.format("$D.%s$", BaseWisconsinTable.GROUPING_FIELDS[i].fieldName));
+            }
+
+            // Append two extra groups alongside the group-to-be-added.
+            List<JsonNode> additionalGroupValues = Stream.of(VALUES_FOR_ADDITIONAL_GROUPS)
+                    .map(v -> new IntNode(Integer.parseInt(v))).collect(Collectors.toList());
+            for (String additionalGroup : ADDITIONAL_GROUPS) {
+                selectClauseNode.set(additionalGroup, new ArrayNode(jsonNodeFactory, additionalGroupValues));
+            }
+
+            // Create the group field.
+            String q = String.format("$( FROM %s %<s_inner SELECT VALUE %s )$", groupAlias, groupValue);
+            appendNestedFieldsToObjectNode(groupField, selectClauseNode, new TextNode(q));
+
+            // Serialize our object into a SELECT clause.
+            sb.append("\tSELECT VALUE ").append(buildJSONForQuery(selectClauseNode));
+        }
+
+        private void appendSelectClauseWithoutGroupTerm(StringBuilder sb, String groupAlias, int numGroupFields,
+                TableField groupField, List<TableField> auxiliaryFields) {
+            ObjectNode selectClauseNode = new ObjectNode(jsonNodeFactory);
+
+            // Append the GROUP BY fields.
+            for (int i = 0; i < numGroupFields; i++) {
+                selectClauseNode.put(BaseWisconsinTable.GROUPING_FIELDS[i].fieldName,
+                        String.format("$D.%s$", BaseWisconsinTable.GROUPING_FIELDS[i].fieldName));
+            }
+
+            // Append two extra groups alongside the group-to-be-added.
+            List<JsonNode> additionalGroupValues = Stream.of(VALUES_FOR_ADDITIONAL_GROUPS)
+                    .map(v -> new IntNode(Integer.parseInt(v))).collect(Collectors.toList());
+            for (String additionalGroup : ADDITIONAL_GROUPS) {
+                selectClauseNode.set(additionalGroup, new ArrayNode(jsonNodeFactory, additionalGroupValues));
+            }
+
+            // Add / create our auxiliary objects.
+            for (TableField field : auxiliaryFields) {
+                String v = buildTableFieldValue("D." + field.getSourceField().fieldName, field);
+                appendNestedFieldsToObjectNode(field, selectClauseNode, new TextNode(String.format("$%s$", v)));
+            }
+
+            // Finally, add our group field. This array should already be formed.
+            String q = String.format("$%s.%s$", groupAlias, groupField.getFullFieldName());
+            appendNestedFieldsToObjectNode(groupField, selectClauseNode, new TextNode(q));
+
+            // Serialize our object into a SELECT clause.
+            sb.append("SELECT VALUE ").append(buildJSONForQuery(selectClauseNode));
+        }
+
+        private String buildStartingSelectValue(ArrayElement element) {
+            StringBuilder sb = new StringBuilder();
+            if (element.projectList.isEmpty()) {
+                TableField workingField = element.unnestList.get(element.unnestList.size() - 1);
+                String fieldName = "G1_inner.D." + workingField.getSourceField().fieldName;
+                sb.append(buildTableFieldValue(fieldName, workingField));
+
+            } else {
+                ObjectNode selectValueNode = new ObjectNode(jsonNodeFactory);
+
+                // Append extra fields within the object item. These values will always be fixed.
+                for (int i = 0; i < ADDITIONAL_FIELDS.length; i++) {
+                    int additionalFieldValue = Integer.parseInt(VALUES_FOR_ADDITIONAL_FIELDS[i]);
+                    selectValueNode.set(ADDITIONAL_FIELDS[i], new IntNode(additionalFieldValue));
+                }
+
+                // Append the items within our object itself.
+                for (TableField workingField : element.projectList) {
+                    String fieldName = "G1_inner.D." + workingField.getSourceField().fieldName;
+                    String v = buildTableFieldValue(fieldName, workingField);
+                    appendNestedFieldsToObjectNode(workingField, selectValueNode,
+                            new TextNode(String.format("$%s$", v)));
+                }
+
+                // Serialize our value node.
+                sb.append(buildJSONForQuery(selectValueNode));
+            }
+
+            return sb.toString();
+        }
+
+        private void appendNestedFieldsToObjectNode(TableField field, ObjectNode objectNode, TextNode endpointValue) {
+            ObjectNode workingObject = objectNode;
+            for (int i = 0; i < field.getFieldName().size(); i++) {
+                String fieldPart = field.getFieldName().get(i);
+                if (i < field.getFieldName().size() - 1) {
+                    if (workingObject.get(fieldPart) == null) {
+                        ObjectNode objectInsideWorkingObject = new ObjectNode(jsonNodeFactory);
+                        workingObject.set(fieldPart, objectInsideWorkingObject);
+                        workingObject = objectInsideWorkingObject;
+
+                    } else {
+                        workingObject = (ObjectNode) workingObject.get(fieldPart);
+                    }
+
+                } else {
+                    workingObject.set(fieldPart, endpointValue);
+                }
+            }
+        }
+
+        private String buildTableFieldValue(String fieldName, TableField field) {
+            switch (field.getFieldType()) {
+                case BIGINT:
+                    return fieldName;
+                case DOUBLE:
+                    return String.format("(%s + 0.5)", fieldName.replace("double", "integer"));
+                case STRING:
+                    return String.format("CODEPOINT_TO_STRING([100 + %s])", fieldName);
+            }
+            throw new UnsupportedOperationException("Unsupported type for field: " + field.getFieldType().toString());
+        }
+
+        private String buildJSONForQuery(ObjectNode node) {
+            return node.toString().replace("\"$", "").replace("$\"", "").replace("\\\"", "\"");
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayElement.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayElement.java
new file mode 100644
index 0000000..6e41ead
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayElement.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class ArrayElement {
+    final List<TableField> unnestList = new ArrayList<>();
+    final List<TableField> projectList = new ArrayList<>();
+    final int elementPosition;
+    final Kind kind;
+
+    public ArrayElement(Kind kind, int elementPosition) {
+        this.elementPosition = elementPosition;
+        this.kind = kind;
+    }
+
+    public
+
+    static class TableField {
+        private final List<String> fieldName;
+        private final BaseWisconsinTable.Field sourceField;
+
+        TableField(List<String> name, BaseWisconsinTable.Field field) {
+            fieldName = name;
+            sourceField = field;
+        }
+
+        List<String> getFieldName() {
+            return fieldName;
+        }
+
+        String getFullFieldName() {
+            return String.join(".", fieldName);
+        }
+
+        String getLastFieldName() {
+            return fieldName.get(fieldName.size() - 1);
+        }
+
+        BaseWisconsinTable.Field getSourceField() {
+            return sourceField;
+        }
+
+        public BaseWisconsinTable.Field.Type getFieldType() {
+            return (sourceField == null) ? null : sourceField.fieldType;
+        }
+
+        @Override
+        public String toString() {
+            return String.format("%s [%s]", getFullFieldName(), (sourceField == null) ? "NONE" : sourceField.fieldName);
+        }
+    }
+
+    enum Kind {
+        ATOMIC,
+        UNNEST_VALUE,
+        UNNEST_OBJECT
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayIndex.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayIndex.java
new file mode 100644
index 0000000..f49cdb0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayIndex.java
@@ -0,0 +1,197 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+public class ArrayIndex {
+    private final List<ArrayElement> elements;
+    private final List<List<String>> arrayPath;
+    private String ddlStatement;
+    private String indexName;
+    private String datasetName;
+
+    @Override
+    public String toString() {
+        return ddlStatement;
+    }
+
+    public List<ArrayElement> getElements() {
+        return elements;
+    }
+
+    public List<List<String>> getArrayPath() {
+        return arrayPath;
+    }
+
+    public String getIndexName() {
+        return indexName;
+    }
+
+    public String getDatasetName() {
+        return datasetName;
+    }
+
+    private ArrayIndex(List<ArrayElement> elements, List<List<String>> arrayPath) {
+        this.elements = Collections.unmodifiableList(elements);
+        this.arrayPath = Collections.unmodifiableList(arrayPath);
+    }
+
+    public static class Builder {
+        public static abstract class ValueSupplier {
+            public abstract BaseWisconsinTable.Field getAtomicBaseField();
+
+            public abstract BaseWisconsinTable.Field getArrayBaseField();
+
+            public abstract List<String> getFieldName(BaseWisconsinTable.Field baseField);
+
+            public abstract List<String> getGroupFieldName(int nestingLevel);
+        }
+
+        private int numberOfAtomicPrefixes;
+        private int numberOfFieldsInArray;
+        private int numberOfAtomicSuffixes;
+        private boolean isArrayOfScalars;
+        private int depthOfArray;
+
+        private final String indexName;
+        private final String datasetName;
+        private ValueSupplier valueSupplier;
+
+        public void setNumberOfAtomicPrefixes(int numberOfAtomicPrefixes) {
+            this.numberOfAtomicPrefixes = numberOfAtomicPrefixes;
+        }
+
+        public void setNumberOfFieldsInArray(int numberOfFieldsInArray) {
+            this.numberOfFieldsInArray = numberOfFieldsInArray;
+        }
+
+        public void setNumberOfAtomicSuffixes(int numberOfAtomicSuffixes) {
+            this.numberOfAtomicSuffixes = numberOfAtomicSuffixes;
+        }
+
+        public void setDepthOfArray(int depthOfArray) {
+            this.depthOfArray = depthOfArray;
+        }
+
+        public void setIsArrayOfScalars(boolean isArrayOfScalars) {
+            this.isArrayOfScalars = isArrayOfScalars;
+        }
+
+        public void setValueSupplier(ValueSupplier valueSupplier) {
+            this.valueSupplier = valueSupplier;
+        }
+
+        public Builder(String indexName, String datasetName) {
+            this.indexName = indexName;
+            this.datasetName = datasetName;
+        }
+
+        public ArrayIndex build() {
+            final List<ArrayElement> elements = new ArrayList<>();
+            final List<List<String>> arrayPath = new ArrayList<>();
+
+            for (int i = 0; i < numberOfAtomicPrefixes; i++) {
+                ArrayElement element = new ArrayElement(ArrayElement.Kind.ATOMIC, elements.size());
+                BaseWisconsinTable.Field field = valueSupplier.getAtomicBaseField();
+                List<String> fieldName = valueSupplier.getFieldName(field);
+                element.projectList.add(new ArrayElement.TableField(fieldName, field));
+                elements.add(element);
+            }
+
+            ArrayElement arrayElement = new ArrayElement(
+                    (isArrayOfScalars) ? ArrayElement.Kind.UNNEST_VALUE : ArrayElement.Kind.UNNEST_OBJECT,
+                    elements.size());
+            for (int i = 0; i < depthOfArray; i++) {
+                ArrayElement.TableField tableField;
+                if (isArrayOfScalars && i == depthOfArray - 1) {
+                    BaseWisconsinTable.Field field = valueSupplier.getArrayBaseField();
+                    List<String> fieldName = valueSupplier.getFieldName(field);
+                    tableField = new ArrayElement.TableField(fieldName, field);
+                } else {
+                    List<String> fieldName = valueSupplier.getGroupFieldName(i + 1);
+                    tableField = new ArrayElement.TableField(fieldName, null);
+                }
+                arrayElement.unnestList.add(tableField);
+                arrayPath.add(tableField.getFieldName());
+            }
+            if (!isArrayOfScalars) {
+                for (int i = 0; i < numberOfFieldsInArray; i++) {
+                    BaseWisconsinTable.Field field = valueSupplier.getArrayBaseField();
+                    List<String> fieldName = valueSupplier.getFieldName(field);
+                    arrayElement.projectList.add(new ArrayElement.TableField(fieldName, field));
+                }
+            }
+            elements.add(arrayElement);
+
+            for (int i = 0; i < numberOfAtomicSuffixes; i++) {
+                ArrayElement element = new ArrayElement(ArrayElement.Kind.ATOMIC, elements.size());
+                BaseWisconsinTable.Field field = valueSupplier.getAtomicBaseField();
+                List<String> fieldName = valueSupplier.getFieldName(field);
+                element.projectList.add(new ArrayElement.TableField(fieldName, field));
+                elements.add(element);
+            }
+
+            ArrayIndex index = new ArrayIndex(elements, arrayPath);
+            index.ddlStatement = buildIndexDDL(index.elements);
+            index.datasetName = datasetName;
+            index.indexName = indexName;
+            return index;
+        }
+
+        private String buildIndexDDL(List<ArrayElement> elements) {
+            StringBuilder sb = new StringBuilder();
+            sb.append("CREATE INDEX ").append(indexName);
+            sb.append(" ON ").append(datasetName).append(" ( ");
+            for (int i = 0; i < elements.size(); i++) {
+                ArrayElement e = elements.get(i);
+                if (!e.unnestList.isEmpty()) {
+                    sb.append("( ");
+                }
+                for (ArrayElement.TableField unnestPart : e.unnestList) {
+                    sb.append("UNNEST ");
+                    sb.append(unnestPart.getFullFieldName());
+                    sb.append(" ");
+                }
+                if (e.projectList.isEmpty()) {
+                    sb.append(": ").append(e.unnestList.get(e.unnestList.size() - 1).getFieldType()).append(" )");
+                } else if (!e.unnestList.isEmpty()) {
+                    sb.append("SELECT ");
+                    List<ArrayElement.TableField> projectList = e.projectList;
+                    for (int j = 0; j < projectList.size(); j++) {
+                        sb.append(projectList.get(j).getFullFieldName());
+                        sb.append(": ").append(projectList.get(j).getFieldType());
+                        sb.append((j != projectList.size() - 1) ? ", " : " ");
+                    }
+                    sb.append(" )");
+                } else {
+                    sb.append(e.projectList.get(0).getFullFieldName());
+                    sb.append(": ").append(e.projectList.get(0).getFieldType());
+                }
+                if (i < elements.size() - 1) {
+                    sb.append(", ");
+                }
+            }
+            sb.append(" ) EXCLUDE UNKNOWN KEY;\n");
+            return sb.toString();
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQuery.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQuery.java
new file mode 100644
index 0000000..325e061
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQuery.java
@@ -0,0 +1,494 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+public class ArrayQuery {
+    private final List<FromExpr> fromExprs = new ArrayList<>();
+    private final List<UnnestStep> unnestSteps = new ArrayList<>();
+    private final List<JoinStep> joinSteps = new ArrayList<>();
+    private final List<SelectExpr> selectExprs = new ArrayList<>();
+    private final List<Conjunct> whereConjuncts = new ArrayList<>();
+    private String queryString;
+
+    @Override
+    public String toString() {
+        return queryString;
+    }
+
+    public List<FromExpr> getFromExprs() {
+        return fromExprs;
+    }
+
+    public List<UnnestStep> getUnnestSteps() {
+        return unnestSteps;
+    }
+
+    public List<JoinStep> getJoinSteps() {
+        return joinSteps;
+    }
+
+    public List<SelectExpr> getSelectExprs() {
+        return selectExprs;
+    }
+
+    public List<Conjunct> getWhereConjuncts() {
+        return whereConjuncts;
+    }
+
+    public static class FromExpr {
+        final String datasetName;
+        final String alias;
+
+        public FromExpr(String datasetName, String alias) {
+            this.datasetName = datasetName;
+            this.alias = alias;
+        }
+
+        @Override
+        public String toString() {
+            return String.format("%s AS %s", datasetName, alias);
+        }
+    }
+
+    public static class UnnestStep {
+        final String sourceAlias;
+        final String arrayField;
+        final String alias;
+
+        public UnnestStep(String sourceAlias, String arrayField, String alias) {
+            this.sourceAlias = sourceAlias;
+            this.arrayField = arrayField;
+            this.alias = alias;
+        }
+
+        public String getNamedExpr() {
+            return sourceAlias + "." + arrayField;
+        }
+
+        @Override
+        public String toString() {
+            return String.format("UNNEST %s AS %s", getNamedExpr(), alias);
+        }
+    }
+
+    public static class SelectExpr {
+        final String expr;
+        final String alias;
+
+        public SelectExpr(String expr, String alias) {
+            this.expr = expr;
+            this.alias = alias;
+        }
+
+        public String asKeyValueString() {
+            return String.format("\"%s\":%s", alias, expr);
+        }
+
+        @Override
+        public String toString() {
+            return String.format("%s AS %s", expr, alias);
+        }
+    }
+
+    public interface Conjunct {
+        // Note: this is just a marker interface.
+        String toString();
+    }
+
+    public static class SimpleConjunct implements Conjunct {
+        final String expressionOne;
+        final String expressionTwo;
+        final String expressionThree;
+        final String operator;
+        final String annotation;
+
+        public SimpleConjunct(String e1, String e2, String e3, String operator, String annotation) {
+            this.expressionOne = e1;
+            this.expressionTwo = e2;
+            this.expressionThree = e3;
+            this.operator = operator;
+            this.annotation = annotation;
+        }
+
+        public SimpleConjunct(String e1, String e2, String operator, String annotation) {
+            this.expressionOne = e1;
+            this.expressionTwo = e2;
+            this.expressionThree = null;
+            this.operator = operator;
+            this.annotation = annotation;
+        }
+
+        @Override
+        public String toString() {
+            String a = (annotation == null) ? "" : (" " + annotation);
+            if (operator.equals("BETWEEN")) {
+                return String.format("( %s%s BETWEEN %s AND %s )", expressionOne, a, expressionTwo, expressionThree);
+
+            } else {
+                return String.format("( %s%s %s %s )", expressionOne, a, operator, expressionTwo);
+            }
+        }
+    }
+
+    public static class QuantifiedConjunct implements Conjunct {
+        final List<String> arraysToQuantify;
+        final List<String> quantifiedVars;
+        final List<Conjunct> conjuncts;
+        final String quantificationType;
+
+        public QuantifiedConjunct(List<String> arraysToQuantify, List<String> quantifiedVars, List<Conjunct> conjuncts,
+                String quantificationType) {
+            this.arraysToQuantify = arraysToQuantify;
+            this.quantifiedVars = quantifiedVars;
+            this.conjuncts = conjuncts;
+            this.quantificationType = quantificationType;
+        }
+
+        @Override
+        public String toString() {
+            StringBuilder sb = new StringBuilder();
+            for (int i = 0; i < arraysToQuantify.size(); i++) {
+                if (i != 0) {
+                    sb.append(", ");
+                }
+                sb.append(quantifiedVars.get(i)).append(" IN ").append(arraysToQuantify.get(i));
+            }
+            String quantifiedBuildExpr = sb.toString();
+
+            return String.format("( %s %s SATISFIES %s )", quantificationType, quantifiedBuildExpr,
+                    conjuncts.stream().map(Conjunct::toString).collect(Collectors.joining(" AND ")));
+        }
+    }
+
+    public static class ExistsConjunct implements Conjunct {
+        final FromExpr fromExpr;
+        final List<UnnestStep> unnestSteps;
+        final List<SimpleConjunct> conjuncts;
+
+        public ExistsConjunct(FromExpr fromExpr, List<UnnestStep> unnestSteps, List<SimpleConjunct> conjuncts) {
+            this.fromExpr = fromExpr;
+            this.unnestSteps = unnestSteps;
+            this.conjuncts = conjuncts;
+        }
+
+        @Override
+        public String toString() {
+            String unnestClause = unnestSteps.isEmpty() ? ""
+                    : unnestSteps.stream().map(UnnestStep::toString).collect(Collectors.joining(" ")) + " ";
+            return String.format("EXISTS ( FROM %s %sWHERE %s SELECT 1 )", fromExpr.toString(), unnestClause,
+                    conjuncts.stream().map(Conjunct::toString).collect(Collectors.joining(" AND ")));
+        }
+    }
+
+    public static class JoinStep {
+        final FromExpr subqueryFromExpr;
+        final List<UnnestStep> subqueryUnnestSteps;
+        final List<SelectExpr> subquerySelectExprs;
+        final List<SimpleConjunct> onExprConjuncts;
+        final String joinType;
+        final String joinAlias;
+
+        public JoinStep(List<UnnestStep> subqueryUnnestSteps, List<SelectExpr> subquerySelectExprs,
+                FromExpr subqueryFromExpr, List<SimpleConjunct> onExprConjuncts, String joinType, String joinAlias) {
+            this.subqueryUnnestSteps = subqueryUnnestSteps;
+            this.subquerySelectExprs = subquerySelectExprs;
+            this.subqueryFromExpr = subqueryFromExpr;
+            this.onExprConjuncts = onExprConjuncts;
+            this.joinType = joinType;
+            this.joinAlias = joinAlias;
+        }
+
+        public String getJoinExpr() {
+            String keyValuePairs = subquerySelectExprs.stream().map(SelectExpr::asKeyValueString)
+                    .collect(Collectors.joining(",\n\t\t"));
+            return String.format("(\n\tFROM %s\n\t%s\n\tSELECT VALUE { \n\t\t%s\n\t} )", subqueryFromExpr,
+                    subqueryUnnestSteps.stream().map(UnnestStep::toString).collect(Collectors.joining("\n\t")),
+                    keyValuePairs);
+        }
+
+        @Override
+        public String toString() {
+            String onExpr = onExprConjuncts.stream().map(SimpleConjunct::toString).collect(Collectors.joining(" AND "));
+            return String.format("%s JOIN %s AS %s\nON %s", joinType, getJoinExpr(), joinAlias, onExpr);
+        }
+    }
+
+    @SuppressWarnings("rawtypes")
+    public static class Builder {
+        public static abstract class ValueSupplier {
+            public abstract List<UnnestStep> getExtraUnnestSteps(String alias);
+
+            public abstract String getJoinType();
+
+            public abstract boolean getIsConditionOnUnnest();
+
+            public abstract boolean getIsConstantConditionWithJoins();
+
+            public abstract boolean getIsCrossProductOnProbes();
+
+            public abstract String getOperatorForJoin();
+
+            public abstract String getOperatorForConstant();
+
+            public abstract Pair<String, String> getRangeFromDomain(BaseWisconsinTable.Domain domain);
+
+            public abstract boolean getIsBetweenConjunct();
+
+            public abstract String getQuantifier();
+
+            public abstract List<Conjunct> getExtraConjuncts(String alias);
+
+            public abstract List<Conjunct> getExtraQuantifiersAndConjuncts(List<String> arraysToQuantify,
+                    List<String> quantifiedVars, String alias);
+
+            public abstract boolean getIsUseNestedQuantification();
+        }
+
+        private int limitCount;
+        private int unnestStepDepth;
+        private int numberOfJoins;
+        private int numberOfExplicitJoins;
+
+        private final ArrayIndex arrayIndex;
+        private final ArrayQuery arrayQuery;
+        private String workingUnnestAlias;
+        private ValueSupplier valueSupplier;
+
+        public Builder(ArrayIndex arrayIndex) {
+            this.arrayQuery = new ArrayQuery();
+            this.arrayIndex = arrayIndex;
+        }
+
+        public void setUnnestStepDepth(int unnestStepDepth) {
+            this.unnestStepDepth = unnestStepDepth;
+        }
+
+        public void setNumberOfJoins(int numberOfJoins) {
+            this.numberOfJoins = numberOfJoins;
+        }
+
+        public void setNumberOfExplicitJoins(int numberOfExplicitJoins) {
+            this.numberOfExplicitJoins = numberOfExplicitJoins;
+        }
+
+        @SuppressWarnings("SameParameterValue")
+        public void setLimitCount(int limitCount) {
+            this.limitCount = limitCount;
+        }
+
+        public void setValueSupplier(ValueSupplier valueSupplier) {
+            this.valueSupplier = valueSupplier;
+        }
+
+        public ArrayQuery build() {
+            StringBuilder sb = new StringBuilder();
+
+            // Start with our FROM clause. These will include all datasets to join with.
+            buildStartingFromClause(sb);
+
+            // Add the UNNEST steps expressions. These will always follow after the FROM expressions.
+            buildUnnestSteps(sb);
+
+            // Add the JOIN steps expressions. These will always follow after the UNNEST step expressions.
+            buildJoinSteps(sb);
+
+            // Add the WHERE clauses next. This will include implicit JOINs and quantified expressions.
+            buildWhereClause(sb);
+
+            // Add the SELECT clause. This consists of the primary keys from all involved datasets.
+            buildSelectClause(sb);
+
+            // We will ORDER BY all fields in our SELECT clause, and LIMIT accordingly.
+            buildQuerySuffix(sb);
+
+            arrayQuery.queryString = sb.toString();
+            return arrayQuery;
+        }
+
+        private void buildStartingFromClause(StringBuilder sb) {
+            for (int i = 0; i < numberOfJoins; i++) {
+                FromExpr fromExpr = new FromExpr("ProbeDataset" + (i + 1), "D" + (i + 2));
+                arrayQuery.fromExprs.add(fromExpr);
+            }
+            if (numberOfJoins == 0 || numberOfJoins != numberOfExplicitJoins) {
+                arrayQuery.fromExprs.add(new FromExpr(arrayIndex.getDatasetName(), "D1"));
+            }
+
+            sb.append("FROM ");
+            sb.append(arrayQuery.fromExprs.stream().map(FromExpr::toString).collect(Collectors.joining(",\n\t")));
+            sb.append('\n');
+        }
+
+        private void buildUnnestSteps(StringBuilder sb) {
+            if (unnestStepDepth == 0) {
+                workingUnnestAlias = "D1";
+
+            } else {
+                arrayQuery.unnestSteps.addAll(ArrayQueryUtil.createUnnestSteps(valueSupplier, "D1",
+                        arrayIndex.getArrayPath(), unnestStepDepth, "P", "G", "G"));
+                workingUnnestAlias = arrayQuery.unnestSteps.get(arrayQuery.unnestSteps.size() - 1).alias;
+                String unnestSteps =
+                        arrayQuery.unnestSteps.stream().map(UnnestStep::toString).collect(Collectors.joining("\n"));
+                sb.append(unnestSteps).append('\n');
+            }
+        }
+
+        private void buildJoinSteps(StringBuilder sb) {
+            if (numberOfExplicitJoins == 0) {
+                return;
+            }
+
+            // Build the expression to JOIN with. This will be a subquery that UNNESTs the array part that has
+            // not yet been UNNESTed.
+            List<UnnestStep> subqueryUnnestSteps = new ArrayList<>();
+            String prevSubqueryUnnestAlias = "D1";
+            for (int i = unnestStepDepth; i < arrayIndex.getArrayPath().size(); i++) {
+                String arrayField = String.join(".", arrayIndex.getArrayPath().get(i));
+                subqueryUnnestSteps.add(new UnnestStep(prevSubqueryUnnestAlias, arrayField, "G" + (i + 1)));
+                prevSubqueryUnnestAlias = "G" + (i + 1);
+            }
+            List<SelectExpr> subquerySelectExprs = new ArrayList<>();
+            String finalSubqueryUnnestAlias = prevSubqueryUnnestAlias;
+            ArrayQueryUtil.createFieldStream(arrayIndex.getElements()).forEach(e -> {
+                ArrayElement.TableField tableField = e.getRight();
+                String exprInSelect;
+                switch (e.getLeft()) {
+                    case ATOMIC:
+                        exprInSelect = "D1." + tableField.getFullFieldName();
+                        subquerySelectExprs.add(new SelectExpr(exprInSelect, tableField.getLastFieldName()));
+                        break;
+                    case UNNEST_VALUE:
+                        exprInSelect = finalSubqueryUnnestAlias;
+                        subquerySelectExprs.add(new SelectExpr(exprInSelect, finalSubqueryUnnestAlias));
+                        break;
+                    case UNNEST_OBJECT:
+                        exprInSelect = finalSubqueryUnnestAlias + "." + tableField.getFullFieldName();
+                        subquerySelectExprs.add(new SelectExpr(exprInSelect, tableField.getLastFieldName()));
+                        break;
+                }
+            });
+
+            // Now build each JOIN step.
+            for (int i = 0; i < numberOfExplicitJoins; i++) {
+                List<SimpleConjunct> onConjuncts = ArrayQueryUtil.createOnConjuncts(valueSupplier,
+                        arrayIndex.getElements(), finalSubqueryUnnestAlias, i);
+                FromExpr indexedDataset = new FromExpr(arrayIndex.getDatasetName(), "D1");
+                arrayQuery.joinSteps.add(new JoinStep(subqueryUnnestSteps, subquerySelectExprs, indexedDataset,
+                        onConjuncts, valueSupplier.getJoinType(), "J" + (i + 1)));
+            }
+            sb.append(arrayQuery.joinSteps.stream().map(JoinStep::toString).collect(Collectors.joining("\n")));
+            sb.append('\n');
+        }
+
+        private void buildWhereClause(StringBuilder sb) {
+            boolean isConditionOnUnnestPossible = unnestStepDepth == arrayIndex.getArrayPath().size();
+
+            // JOIN the remaining tables.
+            for (int i = arrayQuery.joinSteps.size(); i < numberOfJoins; i++) {
+                int joinPosition = i;
+                if (isConditionOnUnnestPossible && valueSupplier.getIsConditionOnUnnest()) {
+                    // Having UNNESTed the indexed array(s), join with said array.
+                    arrayQuery.whereConjuncts
+                            .addAll(ArrayQueryUtil.createFieldStream(arrayIndex.getElements())
+                                    .map(e -> ArrayQueryUtil.createConjunctForUnnestJoins(valueSupplier,
+                                            workingUnnestAlias, e.getRight(), e.getLeft(), joinPosition))
+                                    .collect(Collectors.toList()));
+
+                } else {
+                    // We are going to perform a quantified join. Join the atomic fields outside the quantification.
+                    arrayQuery.whereConjuncts
+                            .addAll(ArrayQueryUtil.createFieldStream(arrayIndex.getElements())
+                                    .filter(e -> e.getLeft() == ArrayElement.Kind.ATOMIC)
+                                    .map(e -> ArrayQueryUtil.createConjunctForUnnestJoins(valueSupplier,
+                                            workingUnnestAlias, e.getRight(), e.getLeft(), joinPosition))
+                                    .collect(Collectors.toList()));
+
+                    // Create the quantified expression conjunct.
+                    arrayQuery.whereConjuncts.add(ArrayQueryUtil.createConjunctForQuantifiedJoins(valueSupplier,
+                            arrayIndex.getElements(), arrayIndex.getArrayPath(), "D1", joinPosition));
+                }
+            }
+
+            // If there are no JOINs, then we must condition on all constants in the index.
+            if (numberOfJoins == 0 || valueSupplier.getIsConstantConditionWithJoins()) {
+                // Condition on the atomic fields. Similar to joins, do not include these in the quantification.
+                arrayQuery.whereConjuncts.addAll(ArrayQueryUtil.createFieldStream(arrayIndex.getElements())
+                        .filter(e -> e.getLeft() == ArrayElement.Kind.ATOMIC)
+                        .map(e -> ArrayQueryUtil.createConjunctForUnnestNonJoins(valueSupplier,
+                                "D1." + e.getRight().getFullFieldName(), e.getRight(), e.getLeft()))
+                        .collect(Collectors.toList()));
+
+                if (isConditionOnUnnestPossible && valueSupplier.getIsConditionOnUnnest()) {
+                    // Having UNNESTed the indexed array(s), condition on the items in said array.
+                    arrayQuery.whereConjuncts
+                            .addAll(ArrayQueryUtil.createFieldStream(arrayIndex.getElements())
+                                    .filter(e -> e.getLeft() != ArrayElement.Kind.ATOMIC)
+                                    .map(e -> ArrayQueryUtil.createConjunctForUnnestNonJoins(valueSupplier,
+                                            workingUnnestAlias, e.getRight(), e.getLeft()))
+                                    .collect(Collectors.toList()));
+
+                } else {
+                    // Create the quantification expression conjunct.
+                    arrayQuery.whereConjuncts.add(ArrayQueryUtil.createConjunctForQuantifiedNonJoins(valueSupplier,
+                            arrayIndex.getElements(), arrayIndex.getArrayPath(), "D1"));
+                }
+            }
+
+            // If there is more than one probe, we must join each probe.
+            for (int i = 1; i < numberOfJoins; i++) {
+                String primaryKeyOne = "D" + (i + 1) + "._id";
+                String primaryKeyTwo = "D" + (i + 2) + "._id";
+                if (!valueSupplier.getIsCrossProductOnProbes()) {
+                    arrayQuery.whereConjuncts.add(new SimpleConjunct(primaryKeyOne, primaryKeyTwo, "=", null));
+                }
+            }
+
+            if (!arrayQuery.whereConjuncts.isEmpty()) {
+                String d = " AND\n\t";
+                sb.append("WHERE ");
+                sb.append(arrayQuery.whereConjuncts.stream().map(Conjunct::toString).collect(Collectors.joining(d)));
+                sb.append('\n');
+            }
+        }
+
+        private void buildSelectClause(StringBuilder sb) {
+            sb.append("SELECT ");
+            if (numberOfJoins == 0 || numberOfJoins != numberOfExplicitJoins) {
+                arrayQuery.selectExprs.add(new SelectExpr("D1._id", "PK1"));
+            }
+            for (int i = 0; i < numberOfJoins; i++) {
+                arrayQuery.selectExprs.add(new SelectExpr("D" + (i + 2) + "._id", "PK" + (i + 2)));
+            }
+            sb.append(arrayQuery.selectExprs.stream().map(SelectExpr::toString).collect(Collectors.joining(", ")));
+            sb.append('\n');
+        }
+
+        private void buildQuerySuffix(StringBuilder sb) {
+            sb.append("ORDER BY ");
+            sb.append(arrayQuery.selectExprs.stream().map(e -> e.expr).collect(Collectors.joining(", "))).append('\n');
+            sb.append("LIMIT ").append(limitCount).append(";\n");
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQueryUtil.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQueryUtil.java
new file mode 100644
index 0000000..3f2807f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ArrayQueryUtil.java
@@ -0,0 +1,366 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import org.apache.asterix.test.array.ArrayElement.Kind;
+import org.apache.asterix.test.array.ArrayElement.TableField;
+import org.apache.asterix.test.array.ArrayQuery.Builder.ValueSupplier;
+import org.apache.asterix.test.array.ArrayQuery.Conjunct;
+import org.apache.asterix.test.array.ArrayQuery.ExistsConjunct;
+import org.apache.asterix.test.array.ArrayQuery.FromExpr;
+import org.apache.asterix.test.array.ArrayQuery.QuantifiedConjunct;
+import org.apache.asterix.test.array.ArrayQuery.SimpleConjunct;
+import org.apache.asterix.test.array.ArrayQuery.UnnestStep;
+import org.apache.commons.lang3.tuple.Pair;
+
+class ArrayQueryUtil {
+    public static Stream<Pair<Kind, TableField>> createFieldStream(List<ArrayElement> elements) {
+        return elements.stream().map(e -> {
+            switch (e.kind) {
+                case ATOMIC:
+                    TableField atomicField = e.projectList.get(0);
+                    return Collections.singletonList(Pair.of(e.kind, atomicField));
+
+                case UNNEST_VALUE:
+                    TableField lastUnnestField = e.unnestList.get(e.unnestList.size() - 1);
+                    return Collections.singletonList(Pair.of(e.kind, lastUnnestField));
+
+                default: // UNNEST_OBJECT
+                    return e.projectList.stream().map(p -> Pair.of(e.kind, p)).collect(Collectors.toUnmodifiableList());
+            }
+        }).flatMap(Collection::stream);
+    }
+
+    public static List<UnnestStep> createUnnestSteps(ValueSupplier valueSupplier, String startingAlias,
+            List<List<String>> arrayPath, int depthToUnnest, String prefixA, String prefixB, String prefixC) {
+        List<UnnestStep> unnestSteps = new ArrayList<>();
+        String workingAlias = startingAlias;
+        for (int i = 0; i < depthToUnnest; i++) {
+            List<UnnestStep> extraUnnestSteps = valueSupplier.getExtraUnnestSteps(workingAlias);
+            for (int j = 0; j < extraUnnestSteps.size(); j++) {
+                String aliasForExtraUnnest = prefixA.repeat(i + 1) + (j + 1);
+                UnnestStep extraUnnestStep = extraUnnestSteps.get(j);
+                UnnestStep extraUnnestStepWithAlias =
+                        new UnnestStep(extraUnnestStep.sourceAlias, extraUnnestStep.arrayField, aliasForExtraUnnest);
+                unnestSteps.add(extraUnnestStepWithAlias);
+            }
+
+            String arrayField = String.join(".", arrayPath.get(i));
+            UnnestStep unnestStep = new UnnestStep(workingAlias, arrayField, prefixB + (i + 1));
+            unnestSteps.add(unnestStep);
+            workingAlias = prefixC + (i + 1);
+        }
+        return unnestSteps;
+    }
+
+    public static List<SimpleConjunct> createOnConjuncts(ValueSupplier valueSupplier,
+            List<ArrayElement> arrayIndexElements, String finalSubqueryUnnestAlias, int joinPosition) {
+        return ArrayQueryUtil.createFieldStream(arrayIndexElements).map(e -> {
+            TableField tableField = e.getRight();
+            String leftExpr = null;
+            switch (e.getLeft()) {
+                case ATOMIC:
+                case UNNEST_OBJECT:
+                    leftExpr = "J" + (joinPosition + 1) + "." + tableField.getLastFieldName();
+                    break;
+                case UNNEST_VALUE:
+                    leftExpr = "J" + (joinPosition + 1) + "." + finalSubqueryUnnestAlias;
+                    break;
+            }
+            String rightExpr = createProbeExpr(joinPosition, tableField);
+            String operator = valueSupplier.getOperatorForJoin();
+            return new SimpleConjunct(leftExpr, rightExpr, operator, "/* +indexnl */");
+        }).collect(Collectors.toList());
+    }
+
+    public static SimpleConjunct createConjunctForUnnestJoins(ValueSupplier valueSupplier, String unnestAlias,
+            ArrayElement.TableField tableField, ArrayElement.Kind fieldKind, int joinPosition) {
+        String leftExpr = null;
+        switch (fieldKind) {
+            case ATOMIC:
+                leftExpr = "D1." + tableField.getFullFieldName();
+                break;
+            case UNNEST_VALUE:
+                leftExpr = unnestAlias;
+                break;
+            case UNNEST_OBJECT:
+                leftExpr = unnestAlias + "." + tableField.getFullFieldName();
+                break;
+        }
+        String rightExpr = createProbeExpr(joinPosition, tableField);
+        return new SimpleConjunct(leftExpr, rightExpr, valueSupplier.getOperatorForJoin(), "/* +indexnl */");
+    }
+
+    public static QuantifiedConjunct createConjunctForQuantifiedJoins(ValueSupplier valueSupplier,
+            List<ArrayElement> arrayIndexElements, List<List<String>> workingArray, String prefix, int joinPosition) {
+        List<String> arraysToQuantify = new ArrayList<>();
+        List<String> quantifiedVars = new ArrayList<>();
+        List<Conjunct> conjuncts = new ArrayList<>();
+        int remainingDepthOfArray = workingArray.size();
+
+        if (remainingDepthOfArray > 1) {
+            String containingArray = String.join(".", workingArray.get(0));
+            arraysToQuantify.add(String.format("%s.%s", prefix, containingArray));
+            String itemVar = "V" + remainingDepthOfArray;
+            quantifiedVars.add(itemVar);
+
+            if (valueSupplier.getIsUseNestedQuantification()) {
+                // Recurse and create a nested quantification expression to quantify over the rest of our arrays.
+                conjuncts.add(createConjunctForQuantifiedJoins(valueSupplier, arrayIndexElements,
+                        workingArray.subList(1, workingArray.size()), itemVar, joinPosition));
+
+            } else {
+                // We are now using an EXISTS clause to quantify over the rest of our arrays.
+                List<List<String>> remainingArray = workingArray.subList(1, workingArray.size());
+                conjuncts.add(createConjunctForExistsJoins(valueSupplier, arrayIndexElements, remainingArray, itemVar,
+                        joinPosition));
+            }
+
+        } else {
+            conjuncts.addAll(createFieldStream(arrayIndexElements).filter(e -> e.getLeft() != Kind.ATOMIC)
+                    .peek(e -> appendQuantifiedVars(workingArray, prefix, arraysToQuantify, quantifiedVars, e))
+                    .map(e -> {
+                        TableField tableField = e.getRight();
+                        String operator = valueSupplier.getOperatorForJoin();
+                        String leftExpr = null;
+                        switch (e.getLeft()) {
+                            case ATOMIC:
+                                throw new IllegalStateException("Unexpected atomic element!");
+                            case UNNEST_VALUE:
+                                leftExpr = "V1";
+                                break;
+                            case UNNEST_OBJECT:
+                                leftExpr = "V1." + tableField.getFullFieldName();
+                                break;
+                        }
+                        String rightExpr = createProbeExpr(joinPosition, tableField);
+                        return new SimpleConjunct(leftExpr, rightExpr, operator, "/* +indexnl */");
+                    }).collect(Collectors.toList()));
+        }
+
+        return new QuantifiedConjunct(arraysToQuantify, quantifiedVars, conjuncts, valueSupplier.getQuantifier());
+    }
+
+    public static SimpleConjunct createConjunctForUnnestNonJoins(ValueSupplier valueSupplier, String unnestAlias,
+            ArrayElement.TableField tableField, ArrayElement.Kind fieldKind) {
+        String variableExpr = null;
+        switch (fieldKind) {
+            case ATOMIC:
+                variableExpr = "D1." + tableField.getFullFieldName();
+                break;
+            case UNNEST_VALUE:
+                variableExpr = unnestAlias;
+                break;
+            case UNNEST_OBJECT:
+                variableExpr = unnestAlias + "." + tableField.getFullFieldName();
+                break;
+        }
+
+        return createSimpleConjunctForNonJoins(valueSupplier, tableField, variableExpr);
+    }
+
+    public static QuantifiedConjunct createConjunctForQuantifiedNonJoins(ValueSupplier valueSupplier,
+            List<ArrayElement> indexElements, List<List<String>> workingArray, String prefix) {
+        List<String> arraysToQuantify = new ArrayList<>();
+        List<String> quantifiedVars = new ArrayList<>();
+        List<Conjunct> conjuncts = new ArrayList<>();
+        int remainingDepthOfArray = workingArray.size();
+
+        if (remainingDepthOfArray > 1) {
+            String containingArray = String.join(".", workingArray.get(0));
+            arraysToQuantify.add(String.format("%s.%s", prefix, containingArray));
+            String itemVar = "V" + remainingDepthOfArray;
+            quantifiedVars.add(itemVar);
+
+            if (valueSupplier.getIsUseNestedQuantification()) {
+                // Recurse and create a nested quantification expression to quantify over the rest of our arrays.
+                conjuncts.add(createConjunctForQuantifiedNonJoins(valueSupplier, indexElements,
+                        workingArray.subList(1, workingArray.size()), itemVar));
+
+            } else {
+                // We are now using an EXISTS clause to quantify over the rest of our arrays.
+                List<List<String>> remainingArray = workingArray.subList(1, workingArray.size());
+                conjuncts.add(createConjunctForExistsNonJoins(valueSupplier, indexElements, remainingArray, itemVar));
+            }
+
+        } else {
+            conjuncts.addAll(createFieldStream(indexElements).filter(e -> e.getLeft() != Kind.ATOMIC)
+                    .peek(e -> appendQuantifiedVars(workingArray, prefix, arraysToQuantify, quantifiedVars, e))
+                    .map(e -> {
+                        ArrayElement.TableField tableField = e.getRight();
+                        String variableExpr = null;
+                        switch (e.getLeft()) {
+                            case ATOMIC:
+                                throw new IllegalStateException("Unexpected atomic element!");
+                            case UNNEST_VALUE:
+                                variableExpr = "V1";
+                                break;
+                            case UNNEST_OBJECT:
+                                variableExpr = "V1." + tableField.getFullFieldName();
+                                break;
+                        }
+                        return createSimpleConjunctForNonJoins(valueSupplier, tableField, variableExpr);
+                    }).collect(Collectors.toList()));
+        }
+
+        // Append any extra conjuncts from the indexed object.
+        if (ArrayQueryUtil.createFieldStream(indexElements).anyMatch(e -> e.getLeft() == Kind.UNNEST_OBJECT)) {
+            conjuncts.addAll(valueSupplier.getExtraConjuncts("V" + remainingDepthOfArray));
+        }
+
+        // Add any extra quantifiers.
+        conjuncts.addAll(valueSupplier.getExtraQuantifiersAndConjuncts(arraysToQuantify, quantifiedVars, prefix));
+
+        return new QuantifiedConjunct(arraysToQuantify, quantifiedVars, conjuncts, valueSupplier.getQuantifier());
+    }
+
+    private static void appendQuantifiedVars(List<List<String>> workingArray, String prefix,
+            List<String> arraysToQuantify, List<String> quantifiedVars, Pair<Kind, TableField> e) {
+        TableField tableField = e.getRight();
+        switch (e.getLeft()) {
+            case ATOMIC:
+                throw new IllegalStateException("Unexpected atomic element!");
+            case UNNEST_VALUE:
+                arraysToQuantify.add(String.format("%s.%s", prefix, tableField.getFullFieldName()));
+                quantifiedVars.add("V1");
+                break;
+            case UNNEST_OBJECT:
+                if (!quantifiedVars.contains("V1")) {
+                    String containingArray = String.join(".", workingArray.get(0));
+                    arraysToQuantify.add(String.format("%s.%s", prefix, containingArray));
+                    quantifiedVars.add("V1");
+                }
+                break;
+        }
+    }
+
+    private static ExistsConjunct createConjunctForExistsJoins(ValueSupplier valueSupplier,
+            List<ArrayElement> arrayIndexElements, List<List<String>> arrayPath, String itemVar, int joinPosition) {
+        // Build our FROM and UNNEST clauses.
+        List<UnnestStep> unnestSteps = new ArrayList<>();
+        if (arrayPath.size() > 1) {
+            String prefixA = Character.toString('T' + joinPosition);
+            String prefixB = Character.toString('O' + joinPosition);
+            unnestSteps.addAll(ArrayQueryUtil.createUnnestSteps(valueSupplier, "GG1",
+                    arrayPath.subList(1, arrayPath.size()), arrayPath.size() - 1, prefixA, prefixB, prefixB));
+        }
+        FromExpr fromExpr = new FromExpr(String.format("%s.%s", itemVar, String.join(".", arrayPath.get(0))), "GG1");
+
+        // Create the conjuncts for the JOIN.
+        String variableExpr = (unnestSteps.isEmpty()) ? "GG1" : unnestSteps.get(unnestSteps.size() - 1).alias;
+        List<SimpleConjunct> conjuncts =
+                createFieldStream(arrayIndexElements).filter(e -> e.getLeft() != Kind.ATOMIC).map(e -> {
+                    TableField tableField = e.getRight();
+                    String fieldName = tableField.getFullFieldName();
+                    String operator = valueSupplier.getOperatorForJoin();
+                    String leftExpr = null;
+                    switch (e.getLeft()) {
+                        case ATOMIC:
+                            throw new IllegalStateException("Unexpected atomic element!");
+                        case UNNEST_VALUE:
+                            leftExpr = variableExpr;
+                            break;
+                        case UNNEST_OBJECT:
+                            leftExpr = variableExpr + "." + fieldName;
+                            break;
+                    }
+                    String rightExpr = createProbeExpr(joinPosition, tableField);
+                    return new SimpleConjunct(leftExpr, rightExpr, operator, "/* +indexnl */");
+                }).collect(Collectors.toList());
+
+        return new ExistsConjunct(fromExpr, unnestSteps, conjuncts);
+    }
+
+    private static String createProbeExpr(int joinPosition, TableField tableField) {
+        String rightExpr = "D" + (joinPosition + 2) + "." + tableField.getSourceField().fieldName;
+        switch (tableField.getFieldType()) {
+            case BIGINT:
+                rightExpr = String.format("TO_BIGINT(%s)", rightExpr);
+                break;
+            case DOUBLE:
+                rightExpr = String.format("(TO_DOUBLE(%s) + 0.5)", rightExpr.replace("double", "integer"));
+                break;
+            case STRING:
+                rightExpr = String.format("CODEPOINT_TO_STRING([100 + %s])", rightExpr);
+                break;
+        }
+        return rightExpr;
+    }
+
+    private static SimpleConjunct createSimpleConjunctForNonJoins(ValueSupplier valueSupplier, TableField tableField,
+            String variableExpr) {
+        Pair<String, String> bounds = valueSupplier.getRangeFromDomain(tableField.getSourceField().domain);
+        if (valueSupplier.getIsBetweenConjunct()) {
+            return new SimpleConjunct(variableExpr, bounds.getLeft(), bounds.getRight(), "BETWEEN", null);
+
+        } else {
+            switch (valueSupplier.getOperatorForConstant()) {
+                case "=":
+                    return new SimpleConjunct(variableExpr, bounds.getLeft(), "=", null);
+                case "<":
+                    return new SimpleConjunct(variableExpr, bounds.getRight(), "<", null);
+                case ">":
+                    return new SimpleConjunct(variableExpr, bounds.getLeft(), ">", null);
+                case "<=":
+                    return new SimpleConjunct(variableExpr, bounds.getRight(), "<=", null);
+                default: // ">="
+                    return new SimpleConjunct(variableExpr, bounds.getLeft(), ">=", null);
+            }
+        }
+    }
+
+    private static ExistsConjunct createConjunctForExistsNonJoins(ValueSupplier valueSupplier,
+            List<ArrayElement> arrayIndexElements, List<List<String>> arrayPath, String itemVar) {
+        // Build our FROM and UNNEST clauses.
+        List<UnnestStep> unnestSteps = new ArrayList<>();
+        if (arrayPath.size() > 1) {
+            unnestSteps.addAll(ArrayQueryUtil.createUnnestSteps(valueSupplier, "GG1",
+                    arrayPath.subList(1, arrayPath.size()), arrayPath.size() - 1, "S", "N", "N"));
+        }
+        FromExpr fromExpr = new FromExpr(String.format("%s.%s", itemVar, String.join(".", arrayPath.get(0))), "GG1");
+
+        // Create the conjuncts for the JOIN.
+        String variableExpr = (unnestSteps.isEmpty()) ? "GG1" : unnestSteps.get(unnestSteps.size() - 1).alias;
+        List<SimpleConjunct> conjuncts =
+                createFieldStream(arrayIndexElements).filter(e -> e.getLeft() != Kind.ATOMIC).map(e -> {
+                    TableField tableField = e.getRight();
+                    String variableExprForConjunct = null;
+                    switch (e.getLeft()) {
+                        case ATOMIC:
+                            throw new IllegalStateException("Unexpected atomic element!");
+                        case UNNEST_VALUE:
+                            variableExprForConjunct = variableExpr;
+                            break;
+                        case UNNEST_OBJECT:
+                            variableExprForConjunct = variableExpr + "." + tableField.getFullFieldName();
+                            break;
+                    }
+                    return createSimpleConjunctForNonJoins(valueSupplier, tableField, variableExprForConjunct);
+                }).collect(Collectors.toList());
+
+        return new ExistsConjunct(fromExpr, unnestSteps, conjuncts);
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/BaseWisconsinTable.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/BaseWisconsinTable.java
new file mode 100644
index 0000000..97c00bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/BaseWisconsinTable.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.nio.file.Path;
+import java.nio.file.Paths;
+
+public class BaseWisconsinTable {
+    public static final String TABLE_NAME = "BaseWisconsinTable";
+    public static final Path TABLE_FILE = Paths.get("data", "array-index.adm");
+
+    static final Field[] GROUPING_FIELDS =
+            new Field[] { Field.GROUPING_1000, Field.GROUPING_500, Field.GROUPING_250, Field.GROUPING_100 };
+    public static final int NUMBER_OF_GROUPING_FIELDS = GROUPING_FIELDS.length;
+    public static final int NUMBER_OF_NON_GROUPING_FIELDS = Field.values().length - NUMBER_OF_GROUPING_FIELDS;
+
+    @SuppressWarnings("rawtypes")
+    enum Field {
+        GROUPING_1000("grouping_1000", Type.BIGINT, new Domain<>(0, 999)),
+        GROUPING_500("grouping_500", Type.BIGINT, new Domain<>(0, 499)),
+        GROUPING_250("grouping_250", Type.BIGINT, new Domain<>(0, 249)),
+        GROUPING_100("grouping_100", Type.BIGINT, new Domain<>(0, 99)),
+
+        INTEGER_RAND_2000("integer_rand_2000", Type.BIGINT, new Domain<>(0, 1999)),
+        INTEGER_SEQ_2000("integer_seq_2000", Type.BIGINT, new Domain<>(0, 1999)),
+        INTEGER_SEQ_2("integer_rand_2", Type.BIGINT, new Domain<>(0, 1)),
+        INTEGER_SEQ_4("integer_rand_4", Type.BIGINT, new Domain<>(0, 3)),
+        INTEGER_SEQ_10("integer_rand_10", Type.BIGINT, new Domain<>(0, 9)),
+        INTEGER_SEQ_20("integer_rand_20", Type.BIGINT, new Domain<>(0, 19)),
+
+        DOUBLE_RAND_2000("double_rand_2000", Type.DOUBLE, new Domain<>(0.5, 1999.5)),
+        DOUBLE_SEQ_2000("double_seq_2000", Type.DOUBLE, new Domain<>(0.5, 1999.5)),
+        DOUBLE_SEQ_2("double_rand_2", Type.DOUBLE, new Domain<>(0.5, 1.5)),
+        DOUBLE_SEQ_4("double_rand_4", Type.DOUBLE, new Domain<>(0.5, 3.5)),
+        DOUBLE_SEQ_10("double_rand_10", Type.DOUBLE, new Domain<>(0.5, 9.5)),
+        DOUBLE_SEQ_20("double_rand_20", Type.DOUBLE, new Domain<>(0.5, 19.5)),
+
+        STRING_RAND_26_A("string_rand_26_a", Type.STRING, new Domain<>('A', 'Z')),
+        STRING_RAND_26_B("string_rand_26_b", Type.STRING, new Domain<>('A', 'Z')),
+        STRING_RAND_26_C("string_rand_26_c", Type.STRING, new Domain<>('A', 'Z'));
+
+        final String fieldName;
+        final Type fieldType;
+        final Domain domain;
+
+        Field(String fieldName, Type fieldType, Domain domain) {
+            this.fieldName = fieldName;
+            this.fieldType = fieldType;
+            this.domain = domain;
+        }
+
+        enum Type {
+            BIGINT,
+            DOUBLE,
+            STRING
+        }
+    }
+
+    static class Domain<T> {
+        final T minimum;
+        final T maximum;
+
+        Domain(T minimum, T maximum) {
+            this.minimum = minimum;
+            this.maximum = maximum;
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/SqlppArrayIndexRQGTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/SqlppArrayIndexRQGTest.java
new file mode 100644
index 0000000..070e29a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/SqlppArrayIndexRQGTest.java
@@ -0,0 +1,479 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.io.InputStream;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.asterix.common.utils.Servlets;
+import org.apache.asterix.test.array.ArrayQuery.Conjunct;
+import org.apache.asterix.test.array.ArrayQuery.ExistsConjunct;
+import org.apache.asterix.test.array.ArrayQuery.QuantifiedConjunct;
+import org.apache.asterix.test.array.ArrayQuery.SimpleConjunct;
+import org.apache.asterix.test.array.ArrayQuery.UnnestStep;
+import org.apache.asterix.test.common.TestExecutor;
+import org.apache.asterix.test.runtime.LangExecutionUtil;
+import org.apache.asterix.testframework.context.TestCaseContext;
+import org.apache.asterix.testframework.xml.ParameterTypeEnum;
+import org.apache.asterix.testframework.xml.TestCase;
+import org.apache.commons.math3.distribution.ExponentialDistribution;
+import org.apache.commons.math3.random.MersenneTwister;
+import org.apache.commons.math3.random.RandomGenerator;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.JsonNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.ObjectMapper;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.ObjectReader;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.node.ObjectNode;
+
+/**
+ * This test will perform the following, using a flat schema that is defined ahead of time:
+ * <ol>
+ * <li>Generate a random schema for a single dataset using fields from the predefined flat schema, composed of
+ * various nested objects and an array of scalars or objects (whose contents can themselves contain scalars, arrays of
+ * scalars or arrays of objects following the same definition this is defined in).</li>
+ * <li>Using the randomly generated schema, create a query that will build the corresponding dataset from the flat
+ * schema using a series of CTEs and GROUP BY GROUP AS clauses.</li>
+ * <li>Create the array index DDL using the randomly generated schema.</li>
+ * <li>Randomly generate a query that will utilize the aforementioned array index, exploring the parameter space:<ul>
+ * <li>The number of non-indexed field terms defined in the query.</li>
+ * <li>The number of joins to perform for the query.</li>
+ * <li>The type of query.<ul>
+ *
+ * <li>For quantification queries...<ul>
+ * <li>The type of quantification (SOME AND EVERY | SOME).</li>
+ * <li>The presence of multiple quantifiers.</li>
+ * <li>Whether to use specify multiple levels of nesting with EXISTs or another quantification expression.</li>
+ * </ul></li>
+ *
+ * <li>For UNNEST queries...<ul>
+ * <li>The number of unrelated UNNESTs.</li>
+ * </ul></li>
+ *
+ * <li>For JOIN queries...<ul>
+ * <li>The type of JOIN (INNER | LEFT OUTER | Quantified).</li>
+ * <li><i>All of the options from the previous two items.</i></li>
+ * </ul></li>
+ * </ul></li>
+ * </ul>
+ * <li>Execute the query to build the dataset of our random schema and then execute the array index DDL, OR execute
+ * the array index DDL then build the dataset of our random schema. This decision is made randomly.</li>
+ * <li>Execute the randomly generated query with array index optimization enabled and without array index optimization
+ * enabled. Verify that the two result sets are exactly the same AND verify that the array index is being utilized.</li>
+ * <li>Repeat this entire process (from step 1) {@code ArrayIndexRQGIT.limit} amount of times.</li>
+ * </ol>
+ */
+@RunWith(Parameterized.class)
+public class SqlppArrayIndexRQGTest {
+    private static final Logger LOGGER = LogManager.getLogger(SqlppArrayIndexRQGTest.class);
+    private static final String TEST_CONFIG_FILE_NAME = "src/test/resources/cc.conf";
+    private static final String CONF_PROPERTY_LIMIT = "ArrayIndexRQGIT.limit";
+    private static final String CONF_PROPERTY_SEED = "ArrayIndexRQGIT.seed";
+    private static final String CONF_PROPERTY_JOIN = "ArrayIndexRQGIT.join";
+    private static final long CONF_PROPERTY_SEED_DEFAULT = System.currentTimeMillis();
+    private static final int CONF_PROPERTY_LIMIT_DEFAULT = 50;
+    private static final int CONF_PROPERTY_JOIN_DEFAULT = 25;
+    private static TestExecutor testExecutor;
+
+    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+    private static final ObjectReader OBJECT_READER = OBJECT_MAPPER.readerFor(ObjectNode.class);
+
+    private static final int GROUP_MEMORY_MB = 4;
+    private static final int JOIN_MEMORY_MB = 4;
+    private static final int PROBE_DOCUMENT_LIMIT = 50;
+    private static final int QUERY_RESULT_LIMIT = 100;
+    private static final int JOIN_COUNT_LIMIT = 3;
+    private final TestInstance testInstance;
+
+    @BeforeClass
+    public static void setUp() throws Exception {
+        testExecutor = new TestExecutor();
+        LangExecutionUtil.setUp(TEST_CONFIG_FILE_NAME, testExecutor);
+
+        StringBuilder sb = new StringBuilder();
+        sb.append("DROP DATAVERSE TestDataverse IF EXISTS;\n");
+        sb.append("CREATE DATAVERSE TestDataverse;\n");
+        sb.append("USE TestDataverse;\n\n");
+        sb.append("CREATE TYPE TestType AS { _id: uuid };\n");
+        sb.append("CREATE DATASET ").append(BaseWisconsinTable.TABLE_NAME);
+        sb.append(" (TestType)\nPRIMARY KEY _id AUTOGENERATED;\n");
+        sb.append("LOAD DATASET ").append(BaseWisconsinTable.TABLE_NAME).append('\n');
+        sb.append("USING localfs").append(String.format("((\"path\"=\"%s\"),(\"format\"=\"adm\"));\n\n",
+                "asterix_nc1://" + BaseWisconsinTable.TABLE_FILE));
+        for (int i = 0; i < JOIN_COUNT_LIMIT; i++) {
+            sb.append("CREATE DATASET ProbeDataset").append(i + 1);
+            sb.append(" (TestType)\nPRIMARY KEY _id AUTOGENERATED;\n");
+            sb.append("INSERT INTO ProbeDataset").append(i + 1).append('\n');
+            sb.append("FROM ").append(BaseWisconsinTable.TABLE_NAME);
+            sb.append(" B\nSELECT VALUE B LIMIT ").append(PROBE_DOCUMENT_LIMIT).append(";\n");
+        }
+
+        LOGGER.debug("Now executing setup DDL:\n" + sb);
+        testExecutor.executeSqlppUpdateOrDdl(sb.toString(), TestCaseContext.OutputFormat.ADM);
+    }
+
+    @AfterClass
+    public static void tearDown() throws Exception {
+        LangExecutionUtil.tearDown();
+    }
+
+    private static long getConfigurationProperty(String propertyName, long defValue) {
+        String textValue = System.getProperty(propertyName);
+        if (textValue != null) {
+            try {
+                return Long.parseLong(textValue);
+
+            } catch (NumberFormatException e) {
+                LOGGER.warn(String.format("Cannot parse configuration property: %s. Will use default value: %d",
+                        propertyName, defValue));
+            }
+        }
+        return defValue;
+    }
+
+    @Parameterized.Parameters(name = "ArrayIndexRQGIT {index}: {3}")
+    public static Collection<TestInstance> tests() {
+        List<TestInstance> testCases = new ArrayList<>();
+
+        long seed = getConfigurationProperty(CONF_PROPERTY_SEED, CONF_PROPERTY_SEED_DEFAULT);
+        int limit = (int) getConfigurationProperty(CONF_PROPERTY_LIMIT, CONF_PROPERTY_LIMIT_DEFAULT);
+        int join = (int) getConfigurationProperty(CONF_PROPERTY_JOIN, CONF_PROPERTY_JOIN_DEFAULT);
+        LOGGER.info(String.format("Testsuite configuration: -D%s=%d -D%s=%d -D%s=%d", CONF_PROPERTY_SEED, seed,
+                CONF_PROPERTY_LIMIT, limit, CONF_PROPERTY_JOIN, join));
+
+        // Initialize our random number generators.
+        BuilderContext context = new BuilderContext();
+        context.randomGenerator = new MersenneTwister(seed);
+        context.distBelow05 = new ExponentialDistribution(context.randomGenerator, 0.25, 1e-9);
+        context.distBelow1 = new ExponentialDistribution(context.randomGenerator, 0.5, 1e-9);
+        context.distEqual1 = new ExponentialDistribution(context.randomGenerator, 1.0, 1e-9);
+        context.distAbove1 = new ExponentialDistribution(context.randomGenerator, 1.5, 1e-9);
+        context.valueSupplierFactory = new ValueSupplierFactory(context.distBelow1, context.distEqual1,
+                context.distAbove1, context.randomGenerator);
+
+        for (int i = 0; i < limit; i++) {
+            TestInstance testCase = new TestInstance(i, i < join, context.randomGenerator.nextBoolean());
+            context.isJoin = testCase.isJoin;
+
+            // Build the array index first (implicitly, the schema for our dataset).
+            testCase.arrayIndex = buildArrayIndex(context);
+
+            // Build the dataset that corresponds to the array index.
+            testCase.arrayDataset = buildArrayDataset(context);
+
+            // Build the query that corresponds to the array index.
+            testCase.arrayQuery = buildArrayQuery(context);
+
+            // Finally, add the test case to our test cases.
+            testCases.add(testCase);
+        }
+
+        return testCases;
+    }
+
+    private static ArrayIndex buildArrayIndex(BuilderContext context) {
+        ArrayIndex.Builder indexBuilder = new ArrayIndex.Builder("testIndex", "IndexedDataset");
+
+        // Determine the number of fields and the depth of our array.
+        int totalNumberOfFields, depthOfArray;
+        do {
+            int numberOfAtomicPrefixes, numberOfFieldsInArray, numberOfAtomicSuffixes;
+            if (context.isJoin) {
+                // TODO (GLENN): Avoid performing joins with composite-atomic indexes for now.
+                numberOfAtomicPrefixes = 0; // (int) Math.round(context.distBelow05.sample());
+                numberOfFieldsInArray = Math.max(1, (int) Math.round(context.distBelow1.sample()));
+                numberOfAtomicSuffixes = 0; // (int) Math.round(context.distBelow05.sample());
+            } else {
+                numberOfAtomicPrefixes = (int) Math.round(context.distBelow05.sample());
+                numberOfFieldsInArray = Math.max(1, (int) Math.round(context.distBelow1.sample()));
+                numberOfAtomicSuffixes = (int) Math.round(context.distBelow05.sample());
+            }
+            indexBuilder.setNumberOfAtomicPrefixes(numberOfAtomicPrefixes);
+            indexBuilder.setNumberOfFieldsInArray(numberOfFieldsInArray);
+            indexBuilder.setNumberOfAtomicSuffixes(numberOfAtomicSuffixes);
+            indexBuilder.setIsArrayOfScalars(numberOfFieldsInArray == 1 && context.randomGenerator.nextBoolean());
+            depthOfArray = Math.max(1, (int) Math.round(context.distBelow1.sample()));
+            indexBuilder.setDepthOfArray(depthOfArray);
+            totalNumberOfFields = numberOfAtomicPrefixes + numberOfFieldsInArray + numberOfAtomicSuffixes;
+        } while (totalNumberOfFields > BaseWisconsinTable.NUMBER_OF_NON_GROUPING_FIELDS
+                || depthOfArray > BaseWisconsinTable.NUMBER_OF_GROUPING_FIELDS);
+
+        // Characterize how fields are generated (uniformly random).
+        indexBuilder.setValueSupplier(context.valueSupplierFactory.getCompleteArrayIndexValueSupplier());
+        context.arrayIndex = indexBuilder.build();
+        return context.arrayIndex;
+    }
+
+    private static ArrayDataset buildArrayDataset(BuilderContext context) {
+        ArrayDataset.Builder datasetBuilder = new ArrayDataset.Builder();
+        context.arrayIndex.getElements().forEach(datasetBuilder::addElement);
+        return datasetBuilder.build();
+    }
+
+    private static ArrayQuery buildArrayQuery(BuilderContext context) {
+        ArrayQuery.Builder queryBuilder = new ArrayQuery.Builder(context.arrayIndex);
+        queryBuilder.setLimitCount(QUERY_RESULT_LIMIT);
+
+        // Determine constants that should only be generated once.
+        int joinCount = Math.min(JOIN_COUNT_LIMIT, 1 + (int) Math.round(context.distBelow1.sample()));
+        int depthOfArray = context.arrayIndex.getArrayPath().size();
+        if (context.isJoin) {
+            // TODO: This is to avoid performing UNNEST joins on composite-atomic indexes. Refer to ASTERIXDB-2964.
+            // queryBuilder.setUnnestStepDepth(Math.min(depthOfArray, (int) Math.round(context.distBelow1.sample())));
+            queryBuilder.setUnnestStepDepth(0);
+            queryBuilder.setNumberOfJoins(joinCount);
+            if (joinCount == 1) {
+                // TODO: This is to avoid performing multiple UNNEST style explicit joins (falls under ASTERIXDB-2964).
+                queryBuilder.setNumberOfExplicitJoins(context.randomGenerator.nextBoolean() ? 1 : 0);
+            } else {
+                queryBuilder.setNumberOfExplicitJoins(0);
+            }
+        } else {
+            // TODO: This is to avoid specifying extra UNNESTs. Refer to ASTERIXDB-2962.
+            // queryBuilder.setUnnestStepDepth(Math.min(depthOfArray, (int) Math.round(context.distBelow1.sample())));
+            queryBuilder.setUnnestStepDepth(depthOfArray);
+            queryBuilder.setNumberOfJoins(0);
+            queryBuilder.setNumberOfExplicitJoins(0);
+        }
+
+        // Characterize the randomness in areas that occur more than once.
+        queryBuilder.setValueSupplier(context.valueSupplierFactory.getWorkingArrayQueryValueSupplier());
+        return queryBuilder.build();
+    }
+
+    public SqlppArrayIndexRQGTest(TestInstance testInstance) {
+        this.testInstance = testInstance;
+    }
+
+    @Test
+    public void test() throws Exception {
+        LOGGER.info("\n" + testInstance);
+        LOGGER.debug("Now executing test setup:\n" + testInstance.getTestSetup());
+        testExecutor.executeSqlppUpdateOrDdl(testInstance.getTestSetup(), TestCaseContext.OutputFormat.ADM);
+
+        // In addition to the results, we want the query plan as well.
+        String nonOptimizedQueryPrefix = "SET `compiler.arrayindex` \"false\";\n";
+        String optimizedQueryPrefix = "SET `compiler.arrayindex` \"true\";\n";
+        TestCase.CompilationUnit.Parameter planParameter = new TestCase.CompilationUnit.Parameter();
+        planParameter.setName("optimized-logical-plan");
+        planParameter.setValue("true");
+        planParameter.setType(ParameterTypeEnum.STRING);
+
+        try (InputStream notOptimizedResultStream =
+                testExecutor.executeQueryService(nonOptimizedQueryPrefix + testInstance.getTestQuery(),
+                        TestCaseContext.OutputFormat.ADM, testExecutor.getEndpoint(Servlets.QUERY_SERVICE),
+                        Collections.singletonList(planParameter), true, StandardCharsets.UTF_8);
+                InputStream optimizedResultStream =
+                        testExecutor.executeQueryService(optimizedQueryPrefix + testInstance.getTestQuery(),
+                                TestCaseContext.OutputFormat.ADM, testExecutor.getEndpoint(Servlets.QUERY_SERVICE),
+                                Collections.singletonList(planParameter), true, StandardCharsets.UTF_8)) {
+            LOGGER.debug("Now executing query:\n" + testInstance.getTestQuery());
+
+            // Verify that the optimized result is the same as the non optimized result.
+            ObjectNode r1 = OBJECT_READER.readValue(notOptimizedResultStream);
+            ObjectNode r2 = OBJECT_READER.readValue(optimizedResultStream);
+            boolean doesR1HaveErrors = (r1.get("errors") != null);
+            boolean doesR2HaveErrors = (r2.get("errors") != null);
+
+            if (r1.get("results") == null || r2.get("results") == null) {
+                LOGGER.error("Results not found. Errors are:\n"
+                        + (doesR1HaveErrors ? ("Non Optimized Error: " + r1.get("errors") + "\n")
+                                : ("No errors thrown from the non-optimized query!\n"))
+                        + (doesR2HaveErrors ? ("Optimized Error: " + r2.get("errors") + "\n")
+                                : ("No errors thrown from the optimized query!\n")));
+                if (!doesR1HaveErrors && doesR2HaveErrors) {
+                    Assert.fail("Optimized query resulted in an error.");
+                } else {
+                    LOGGER.error("Both queries have resulted in an error (not logging issue w/ query gen itself).");
+                }
+
+            } else if (!r1.get("results").equals(r2.get("results"))) {
+                LOGGER.error("Non optimized query returned: " + r1.get("results") + "\n");
+                LOGGER.error("Optimized query returned: " + r2.get("results") + "\n");
+                Assert.fail("Optimized result is not equal to the non-optimized result.");
+
+            } else {
+                Iterator<JsonNode> results = r1.get("results").elements();
+                if (!results.hasNext()) {
+                    LOGGER.error("Query has produced no results!");
+                } else {
+                    LOGGER.debug("First result of query is: " + results.next().toString());
+                }
+            }
+
+            // Verify that the array index is being used by the "optimized" query.
+            String indexName = testInstance.arrayIndex.getIndexName();
+            if (!doesR1HaveErrors && !doesR2HaveErrors
+                    && !r2.get("plans").get("optimizedLogicalPlan").asText().contains(indexName)) {
+                LOGGER.error("Optimized query plan: \n" + r2.get("plans").get("optimizedLogicalPlan").asText());
+                Assert.fail("Index " + indexName + " is not being used.");
+            }
+        }
+    }
+
+    private static class TestInstance {
+        private final int testCaseID;
+        private final boolean isJoin;
+        private final boolean isLoadFirst;
+
+        private ArrayDataset arrayDataset;
+        private ArrayIndex arrayIndex;
+        private ArrayQuery arrayQuery;
+
+        private String getTestSetup() {
+            String compilerSetStmt = "SET `compiler.groupmemory` \"" + GROUP_MEMORY_MB + "MB\";\n"
+                    + "SET `compiler.joinmemory` \"" + JOIN_MEMORY_MB + "MB\";\n";
+            String dropDatasetStmt = "DROP DATASET IndexedDataset IF EXISTS;\n";
+            String createDatasetStmt = "CREATE DATASET IndexedDataset (TestType)\nPRIMARY KEY _id AUTOGENERATED;\n";
+            String leadingStatements = compilerSetStmt + "USE TestDataverse;\n" + dropDatasetStmt + createDatasetStmt;
+            if (isLoadFirst) {
+                return leadingStatements + "INSERT INTO IndexedDataset (\n" + arrayDataset + "\n);\n" + arrayIndex;
+            } else {
+                return leadingStatements + arrayIndex + "INSERT INTO IndexedDataset (\n" + arrayDataset + "\n);\n";
+            }
+        }
+
+        private String getTestQuery() {
+            String groupMemStmt = "SET `compiler.groupmemory` \"" + GROUP_MEMORY_MB + "MB\";\n";
+            String joinMemStmt = "SET `compiler.joinmemory` \"" + JOIN_MEMORY_MB + "MB\";\n";
+            String dataverseUseStmt = "USE TestDataverse;\n";
+            return groupMemStmt + joinMemStmt + dataverseUseStmt + arrayQuery;
+        }
+
+        public TestInstance(int testCaseID, boolean isJoin, boolean isLoadFirst) {
+            this.testCaseID = testCaseID;
+            this.isJoin = isJoin;
+            this.isLoadFirst = isLoadFirst;
+        }
+
+        @Override
+        public String toString() {
+            StringBuilder sb = new StringBuilder();
+            sb.append("-------------------------------------------------------\n");
+            sb.append("Test Case Name: #").append(testCaseID).append('\n');
+            sb.append("Test Type: ").append(isJoin ? "JOIN" : "NON-JOIN").append('\n');
+            sb.append("Test Order: ");
+            sb.append(isLoadFirst ? "INSERT -> CREATE INDEX" : "CREATE INDEX -> INSERT").append(" -> QUERY\n");
+            sb.append("Indexed Elements:\n");
+            arrayIndex.getElements().forEach(e -> {
+                sb.append("\tElement #").append(e.elementPosition).append(":\n");
+                sb.append("\t\tKind: ").append(e.kind).append('\n');
+                e.unnestList.forEach(f -> sb.append("\t\tUNNEST Field: ").append(f).append('\n'));
+                e.projectList.forEach(f -> sb.append("\t\tPROJECT Field: ").append(f).append('\n'));
+            });
+            sb.append("Indexed Query: \n");
+            arrayQuery.getFromExprs().forEach(e -> {
+                sb.append("\tStarting FROM Expr:\n");
+                sb.append("\t\tDataset Name: ").append(e.datasetName).append('\n');
+                sb.append("\t\tAs Alias: ").append(e.alias).append('\n');
+            });
+            arrayQuery.getUnnestSteps().forEach(e -> {
+                sb.append("\tUNNEST Step:\n");
+                sb.append("\t\tSource Alias: ").append(e.sourceAlias).append('\n');
+                sb.append("\t\tArray Field: ").append(e.arrayField).append('\n');
+                sb.append("\t\tAs Alias: ").append(e.alias).append('\n');
+            });
+            arrayQuery.getJoinSteps().forEach(e -> {
+                sb.append("\tJoin Step:\n");
+                sb.append("\t\tSubquery FROM Expr:\n");
+                sb.append("\t\t\tDataset Name: ").append(e.subqueryFromExpr.datasetName).append('\n');
+                sb.append("\t\t\tAs Alias: ").append(e.subqueryFromExpr.alias).append('\n');
+                for (UnnestStep unnestStep : e.subqueryUnnestSteps) {
+                    sb.append("\t\tSubquery UNNEST Step:\n");
+                    sb.append("\t\t\tSource Alias: ").append(unnestStep.sourceAlias).append('\n');
+                    sb.append("\t\t\tArray Field: ").append(unnestStep.arrayField).append('\n');
+                    sb.append("\t\t\tAs Alias: ").append(unnestStep.alias).append('\n');
+                }
+            });
+            arrayQuery.getWhereConjuncts().forEach(e -> printConjunct(sb, e, 1));
+            arrayQuery.getSelectExprs().forEach(e -> {
+                sb.append("\tSelect Expr:\n");
+                sb.append("\t\tExpr: ").append(e.expr).append('\n');
+                sb.append("\t\tAs Alias: ").append(e.alias).append('\n');
+            });
+            sb.append("-------------------------------------------------------\n");
+            return sb.toString();
+        }
+
+        private static void printConjunct(StringBuilder sb, Conjunct conjunct, int depth) {
+            String localTabPrefix = "\t".repeat(depth);
+            if (conjunct instanceof SimpleConjunct) {
+                SimpleConjunct simpleConjunct = (SimpleConjunct) conjunct;
+                sb.append(localTabPrefix).append("WHERE Conjunct (Simple):\n");
+                localTabPrefix = localTabPrefix + "\t";
+                sb.append(localTabPrefix).append("Expression 1: ").append(simpleConjunct.expressionOne).append('\n');
+                sb.append(localTabPrefix).append("Expression 2: ").append(simpleConjunct.expressionTwo).append('\n');
+                sb.append(localTabPrefix).append("Expression 3: ").append(simpleConjunct.expressionThree).append('\n');
+                sb.append(localTabPrefix).append("Operator: ").append(simpleConjunct.operator).append('\n');
+                sb.append(localTabPrefix).append("Annotation: ").append(simpleConjunct.annotation).append('\n');
+
+            } else if (conjunct instanceof QuantifiedConjunct) {
+                QuantifiedConjunct quantifiedConjunct = (QuantifiedConjunct) conjunct;
+                sb.append(localTabPrefix).append("WHERE Conjunct (Quantified):\n");
+                localTabPrefix = localTabPrefix + "\t";
+                for (int i = 0; i < quantifiedConjunct.arraysToQuantify.size(); i++) {
+                    String arrayToQuantify = quantifiedConjunct.arraysToQuantify.get(i);
+                    String quantifiedVar = quantifiedConjunct.quantifiedVars.get(i);
+                    sb.append(localTabPrefix).append("Quantified Array: ").append(arrayToQuantify).append('\n');
+                    sb.append(localTabPrefix).append('\t').append("As Alias: ").append(quantifiedVar).append('\n');
+                }
+                quantifiedConjunct.conjuncts.forEach(e -> printConjunct(sb, e, depth + 1));
+
+            } else {
+                ExistsConjunct existsConjunct = (ExistsConjunct) conjunct;
+                ArrayQuery.FromExpr fromExpr = existsConjunct.fromExpr;
+                sb.append(localTabPrefix).append("WHERE Conjunct (EXISTS):\n");
+                localTabPrefix = localTabPrefix + "\t";
+                sb.append(localTabPrefix).append("Subquery FROM Expr:\n");
+                sb.append(localTabPrefix).append("\t").append("FROM Expr: ").append(fromExpr.datasetName).append('\n');
+                sb.append(localTabPrefix).append("\t").append("As Alias: ").append(fromExpr.alias).append('\n');
+                for (UnnestStep e : existsConjunct.unnestSteps) {
+                    sb.append(localTabPrefix).append("Subquery UNNEST Steps:\n");
+                    sb.append(localTabPrefix).append('\t').append("Source Alias: ").append(e.sourceAlias).append('\n');
+                    sb.append(localTabPrefix).append('\t').append("Array Field: ").append(e.arrayField).append('\n');
+                    sb.append(localTabPrefix).append('\t').append("As Alias: ").append(e.alias).append('\n');
+                }
+                sb.append(localTabPrefix).append("Subquery WHERE Conjuncts:\n");
+                existsConjunct.conjuncts.forEach(e -> printConjunct(sb, e, depth + 1));
+            }
+        }
+    }
+
+    private static class BuilderContext {
+        ValueSupplierFactory valueSupplierFactory;
+        ExponentialDistribution distBelow05;
+        ExponentialDistribution distBelow1;
+        ExponentialDistribution distEqual1;
+        ExponentialDistribution distAbove1;
+        RandomGenerator randomGenerator;
+        ArrayIndex arrayIndex;
+        boolean isJoin;
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ValueSupplierFactory.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ValueSupplierFactory.java
new file mode 100644
index 0000000..0d63f12
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/array/ValueSupplierFactory.java
@@ -0,0 +1,283 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.array;
+
+import java.util.ArrayList;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.asterix.test.array.ArrayQuery.Builder.ValueSupplier;
+import org.apache.commons.lang3.tuple.Pair;
+import org.apache.commons.math3.distribution.ExponentialDistribution;
+import org.apache.commons.math3.random.RandomGenerator;
+
+public class ValueSupplierFactory {
+    private final ExponentialDistribution distBelow1;
+    private final ExponentialDistribution distEqual1;
+    private final ExponentialDistribution distAbove1;
+    private final RandomGenerator randomGenerator;
+
+    public ValueSupplierFactory(ExponentialDistribution distBelow1, ExponentialDistribution distEqual1,
+            ExponentialDistribution distAbove1, RandomGenerator randomGenerator) {
+        this.distBelow1 = distBelow1;
+        this.distEqual1 = distEqual1;
+        this.distAbove1 = distAbove1;
+        this.randomGenerator = randomGenerator;
+    }
+
+    private class BaseArrayIndexValueSupplier extends ArrayIndex.Builder.ValueSupplier {
+        private final Set<BaseWisconsinTable.Field> consumedFields = new LinkedHashSet<>();
+        private final Set<String> consumedContainedNames = new LinkedHashSet<>();
+
+        @Override
+        public BaseWisconsinTable.Field getAtomicBaseField() {
+            BaseWisconsinTable.Field field;
+            do {
+                int index = BaseWisconsinTable.NUMBER_OF_GROUPING_FIELDS
+                        + randomGenerator.nextInt(BaseWisconsinTable.NUMBER_OF_NON_GROUPING_FIELDS);
+                field = BaseWisconsinTable.Field.values()[index];
+            } while (consumedFields.contains(field) || field.fieldType != BaseWisconsinTable.Field.Type.BIGINT);
+            consumedFields.add(field);
+            return field;
+        }
+
+        @Override
+        public BaseWisconsinTable.Field getArrayBaseField() {
+            BaseWisconsinTable.Field field;
+            do {
+                int index = BaseWisconsinTable.NUMBER_OF_GROUPING_FIELDS
+                        + randomGenerator.nextInt(BaseWisconsinTable.NUMBER_OF_NON_GROUPING_FIELDS);
+                field = BaseWisconsinTable.Field.values()[index];
+            } while (consumedFields.contains(field));
+            consumedFields.add(field);
+            return field;
+        }
+
+        @Override
+        public List<String> getFieldName(BaseWisconsinTable.Field baseField) {
+            List<String> fieldName = new ArrayList<>();
+            if (randomGenerator.nextBoolean()) {
+                int index = randomGenerator.nextInt(ArrayDataset.CONTAINER_OBJECT_NAMES.length);
+                fieldName.add(ArrayDataset.CONTAINER_OBJECT_NAMES[index]);
+            }
+            fieldName.add(baseField.fieldName);
+            if (randomGenerator.nextBoolean()) {
+                // Three tries to generate a unique contained name. Otherwise, we default to no contained name.
+                for (int i = 0; i < 3; i++) {
+                    int index = randomGenerator.nextInt(ArrayDataset.CONTAINED_OBJECT_NAMES.length);
+                    String containedName = ArrayDataset.CONTAINED_OBJECT_NAMES[index];
+                    if (!consumedContainedNames.contains(containedName)) {
+                        fieldName.add(containedName);
+                        consumedContainedNames.add(containedName);
+                        break;
+                    }
+                }
+            }
+            return fieldName;
+        }
+
+        @Override
+        public List<String> getGroupFieldName(int nestingLevel) {
+            List<String> fieldName = new ArrayList<>();
+            if (randomGenerator.nextBoolean()) {
+                int index = randomGenerator.nextInt(ArrayDataset.CONTAINER_OBJECT_NAMES.length);
+                fieldName.add(ArrayDataset.CONTAINER_OBJECT_NAMES[index]);
+            }
+            fieldName.add("nesting_" + nestingLevel);
+            if (randomGenerator.nextBoolean()) {
+                int index = randomGenerator.nextInt(ArrayDataset.CONTAINED_OBJECT_NAMES.length);
+                fieldName.add(ArrayDataset.CONTAINED_OBJECT_NAMES[index]);
+            }
+            return fieldName;
+        }
+    }
+
+    private class BaseArrayQueryValueSupplier extends ValueSupplier {
+        @Override
+        public String getJoinType() {
+            return ((int) Math.round(distEqual1.sample()) == 0) ? "INNER" : "LEFT OUTER";
+        }
+
+        @Override
+        public String getOperatorForJoin() {
+            boolean isEquiJoin = randomGenerator.nextBoolean();
+            switch (isEquiJoin ? 0 : (1 + randomGenerator.nextInt(4))) {
+                case 0:
+                    return "=";
+                case 1:
+                    return "<";
+                case 2:
+                    return ">";
+                case 3:
+                    return "<=";
+                default:
+                    return ">=";
+            }
+        }
+
+        @Override
+        public String getOperatorForConstant() {
+            boolean isEqualityPredicate = distBelow1.sample() > 2;
+            switch (isEqualityPredicate ? 0 : (1 + randomGenerator.nextInt(4))) {
+                case 0:
+                    return "=";
+                case 1:
+                    return "<";
+                case 2:
+                    return ">";
+                case 3:
+                    return "<=";
+                default:
+                    return ">=";
+            }
+        }
+
+        @SuppressWarnings("rawtypes")
+        @Override
+        public Pair<String, String> getRangeFromDomain(BaseWisconsinTable.Domain domain) {
+            if (domain.minimum instanceof Integer && domain.maximum instanceof Integer) {
+                int domainMinimum = (int) domain.minimum, domainMaximum = (int) domain.maximum;
+                return Pair.of(String.valueOf(domainMinimum), String.valueOf(domainMaximum));
+
+            } else if (domain.minimum instanceof Character && domain.maximum instanceof Character) {
+                int domainMinimum = (char) domain.minimum, domainMaximum = (char) domain.maximum;
+                return Pair.of("\"" + (char) domainMinimum + "\"", "\"" + (char) domainMaximum + "\"");
+
+            } else if (domain.minimum instanceof Double && domain.maximum instanceof Double) {
+                int domainMinimum = (int) ((double) domain.minimum - 0.5);
+                int domainMaximum = (int) ((double) domain.maximum - 0.5);
+                return Pair.of(String.valueOf(domainMinimum), String.valueOf(domainMaximum));
+
+            } else {
+                throw new UnsupportedOperationException("Unknown / unsupported type for domain value.");
+            }
+        }
+
+        @Override
+        public boolean getIsBetweenConjunct() {
+            return randomGenerator.nextBoolean();
+        }
+
+        @Override
+        public String getQuantifier() {
+            return (distBelow1.sample() < 1) ? "SOME" : "SOME AND EVERY";
+        }
+
+        @Override
+        public boolean getIsConditionOnUnnest() {
+            return randomGenerator.nextBoolean();
+        }
+
+        @Override
+        public boolean getIsConstantConditionWithJoins() {
+            return distBelow1.sample() > 1;
+        }
+
+        @Override
+        public boolean getIsCrossProductOnProbes() {
+            return distBelow1.sample() > 1;
+        }
+
+        @Override
+        public boolean getIsUseNestedQuantification() {
+            return randomGenerator.nextBoolean();
+        }
+
+        @Override
+        public List<ArrayQuery.UnnestStep> getExtraUnnestSteps(String alias) {
+            List<ArrayQuery.UnnestStep> unnestSteps = new ArrayList<>();
+            int numberOfAdditionalGroups = ArrayDataset.ADDITIONAL_GROUPS.length;
+            for (int i = 0; i < randomGenerator.nextInt(numberOfAdditionalGroups + 1); i++) {
+                unnestSteps.add(new ArrayQuery.UnnestStep(alias, ArrayDataset.ADDITIONAL_GROUPS[i], null));
+            }
+            return unnestSteps;
+        }
+
+        @Override
+        public List<ArrayQuery.Conjunct> getExtraConjuncts(String alias) {
+            List<ArrayQuery.Conjunct> extraConjuncts = new ArrayList<>();
+            if (distBelow1.sample() > 1) {
+                String variableExpr = String.format("%s.%s", alias, ArrayDataset.ADDITIONAL_FIELDS[0]);
+                String value = ArrayDataset.VALUES_FOR_ADDITIONAL_FIELDS[0];
+                extraConjuncts.add(new ArrayQuery.SimpleConjunct(variableExpr, value, "=", null));
+            }
+            if (distBelow1.sample() > 1) {
+                String variableExpr = String.format("%s.%s", alias, ArrayDataset.ADDITIONAL_FIELDS[1]);
+                String value = ArrayDataset.VALUES_FOR_ADDITIONAL_FIELDS[1];
+                extraConjuncts.add(new ArrayQuery.SimpleConjunct(variableExpr, value, "=", null));
+            }
+            return extraConjuncts;
+        }
+
+        @Override
+        public List<ArrayQuery.Conjunct> getExtraQuantifiersAndConjuncts(List<String> arraysToQuantify,
+                List<String> quantifiedVars, String alias) {
+            List<ArrayQuery.Conjunct> extraConjuncts = new ArrayList<>();
+            if (distBelow1.sample() > 1) {
+                int i = randomGenerator.nextInt(ArrayDataset.VALUES_FOR_ADDITIONAL_GROUPS.length);
+                String valueExpr = ArrayDataset.VALUES_FOR_ADDITIONAL_GROUPS[i];
+                arraysToQuantify.add(String.format("%s.%s", alias, ArrayDataset.ADDITIONAL_GROUPS[0]));
+                quantifiedVars.add("W1");
+                extraConjuncts.add(new ArrayQuery.SimpleConjunct("W1", valueExpr, "=", null));
+            }
+            if (distBelow1.sample() > 1) {
+                int i = randomGenerator.nextInt(ArrayDataset.VALUES_FOR_ADDITIONAL_GROUPS.length);
+                String valueExpr = ArrayDataset.VALUES_FOR_ADDITIONAL_GROUPS[i];
+                arraysToQuantify.add(String.format("%s.%s", alias, ArrayDataset.ADDITIONAL_GROUPS[1]));
+                quantifiedVars.add("W2");
+                extraConjuncts.add(new ArrayQuery.SimpleConjunct("W2", valueExpr, "=", null));
+            }
+            return extraConjuncts;
+        }
+    }
+
+    public ArrayIndex.Builder.ValueSupplier getCompleteArrayIndexValueSupplier() {
+        return new BaseArrayIndexValueSupplier();
+    }
+
+    public ValueSupplier getCompleteArrayQueryValueSupplier() {
+        return new BaseArrayQueryValueSupplier();
+    }
+
+    /**
+     * @return Return a supplier that generates queries that get picked up and index-accelerated by the optimizer.
+     */
+    public ValueSupplier getWorkingArrayQueryValueSupplier() {
+        return new BaseArrayQueryValueSupplier() {
+            @Override
+            public boolean getIsConditionOnUnnest() {
+                // TODO: This is to avoid specifying extra UNNESTs. Refer to ASTERIXDB-2962.
+                return true;
+            }
+
+            @Override
+            public boolean getIsConstantConditionWithJoins() {
+                // TODO: This is to avoid specifying extra conjuncts in the presence of joins.
+                return false;
+            }
+
+            @Override
+            public boolean getIsCrossProductOnProbes() {
+                // TODO: This is to avoid performing a cross product with probes. Refer to ASTERIXDB-2966.
+                return false;
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/CancellationTestExecutor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/CancellationTestExecutor.java
index db7ca7d..766a9d4 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/CancellationTestExecutor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/CancellationTestExecutor.java
@@ -19,10 +19,11 @@
 
 package org.apache.asterix.test.common;
 
+import static org.apache.asterix.api.http.server.QueryServiceRequestParameters.Parameter.CLIENT_ID;
+
 import java.io.InputStream;
 import java.net.URI;
 import java.nio.charset.Charset;
-import java.nio.charset.StandardCharsets;
 import java.util.BitSet;
 import java.util.Iterator;
 import java.util.List;
@@ -40,8 +41,6 @@
 import org.apache.asterix.testframework.xml.TestCase;
 import org.apache.commons.lang3.mutable.MutableInt;
 import org.apache.http.HttpResponse;
-import org.apache.http.client.methods.HttpUriRequest;
-import org.apache.http.client.methods.RequestBuilder;
 import org.apache.hyracks.api.util.ExceptionUtils;
 import org.junit.Assert;
 
@@ -55,8 +54,8 @@
             Predicate<Integer> responseCodeValidator, boolean cancellable) throws Exception {
         cancellable = cancellable && !containsClientContextID(str);
         String clientContextId = UUID.randomUUID().toString();
-        final List<TestCase.CompilationUnit.Parameter> newParams = cancellable
-                ? upsertParam(params, "client_context_id", ParameterTypeEnum.STRING, clientContextId) : params;
+        final List<TestCase.CompilationUnit.Parameter> newParams =
+                cancellable ? upsertParam(params, CLIENT_ID.str(), ParameterTypeEnum.STRING, clientContextId) : params;
         Callable<InputStream> query = () -> {
             try {
                 return CancellationTestExecutor.super.executeQueryService(str, fmt, uri,
@@ -89,21 +88,10 @@
 
     // Cancels a submitted query through the cancellation REST API.
     private int cancelQuery(URI uri, List<TestCase.CompilationUnit.Parameter> params) throws Exception {
-        HttpUriRequest method = constructDeleteMethodUrl(uri, params);
-        HttpResponse response = executeHttpRequest(method);
+        HttpResponse response = executeHttpRequest(constructDeleteMethod(uri, params));
         return response.getStatusLine().getStatusCode();
     }
 
-    // Constructs a HTTP DELETE request.
-    private HttpUriRequest constructDeleteMethodUrl(URI uri, List<TestCase.CompilationUnit.Parameter> otherParams) {
-        RequestBuilder builder = RequestBuilder.delete(uri);
-        for (TestCase.CompilationUnit.Parameter param : otherParams) {
-            builder.addParameter(param.getName(), param.getValue());
-        }
-        builder.setCharset(StandardCharsets.UTF_8);
-        return builder.build();
-    }
-
     @Override
     protected boolean isUnExpected(Exception e, List<String> expectedErrors, int numOfErrors, MutableInt queryCount,
             boolean expectedSourceLoc) {
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/RebalanceCancellationTestExecutor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/RebalanceCancellationTestExecutor.java
index d35bfb7..758ba6f 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/RebalanceCancellationTestExecutor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/RebalanceCancellationTestExecutor.java
@@ -21,7 +21,6 @@
 
 import java.io.File;
 import java.net.URI;
-import java.nio.charset.StandardCharsets;
 import java.util.Collections;
 import java.util.List;
 import java.util.Map;
@@ -35,8 +34,6 @@
 import org.apache.asterix.testframework.xml.TestCase;
 import org.apache.commons.lang3.mutable.MutableInt;
 import org.apache.http.HttpResponse;
-import org.apache.http.client.methods.HttpUriRequest;
-import org.apache.http.client.methods.RequestBuilder;
 import org.apache.hyracks.api.util.ExceptionUtils;
 import org.apache.logging.log4j.Level;
 import org.junit.Assert;
@@ -102,18 +99,7 @@
 
     // Cancels a submitted query through the cancellation REST API.
     private int cancelQuery(URI uri, List<TestCase.CompilationUnit.Parameter> params) throws Exception {
-        HttpUriRequest method = constructDeleteMethodUrl(uri, params);
-        HttpResponse response = executeHttpRequest(method);
+        HttpResponse response = executeHttpRequest(constructDeleteMethod(uri, params));
         return response.getStatusLine().getStatusCode();
     }
-
-    // Constructs a HTTP DELETE request.
-    private HttpUriRequest constructDeleteMethodUrl(URI uri, List<TestCase.CompilationUnit.Parameter> otherParams) {
-        RequestBuilder builder = RequestBuilder.delete(uri);
-        for (TestCase.CompilationUnit.Parameter param : otherParams) {
-            builder.addParameter(param.getName(), param.getValue());
-        }
-        builder.setCharset(StandardCharsets.UTF_8);
-        return builder.build();
-    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/ResultExtractor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/ResultExtractor.java
index 5ab5b01..091fc20 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/ResultExtractor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/ResultExtractor.java
@@ -173,6 +173,10 @@
         return extract(resultStream, EnumSet.of(ResultField.PLANS), resultCharset, OutputFormat.ADM, plans).getResult();
     }
 
+    public static InputStream extractSignature(InputStream resultStream, Charset resultCharset) throws Exception {
+        return extract(resultStream, EnumSet.of(ResultField.SIGNATURE), resultCharset).getResult();
+    }
+
     public static InputStream extractStatus(InputStream resultStream, Charset resultCharset) throws Exception {
         return extract(resultStream, EnumSet.of(ResultField.STATUS), resultCharset).getResult();
     }
@@ -223,7 +227,7 @@
             final String fieldName = fieldNameIter.next();
             final ResultField fieldKind = ResultField.ofFieldName(fieldName.split("-")[0]);
             if (fieldKind == null) {
-                throw new AsterixException("Unanticipated field \"" + fieldName + "\"");
+                throw new AsterixException("Unanticipated field '" + fieldName + "'");
             }
             if (!resultFields.contains(fieldKind)) {
                 continue;
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestConstants.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestConstants.java
index 86bffd2..f721aab 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestConstants.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestConstants.java
@@ -19,7 +19,7 @@
 package org.apache.asterix.test.common;
 
 public class TestConstants {
-    // AWS S3 constants and place holders
+    // AWS S3 constants and placeholders
     public static final String S3_ACCESS_KEY_ID_PLACEHOLDER = "%accessKeyId%";
     public static final String S3_ACCESS_KEY_ID_DEFAULT = "dummyAccessKey";
     public static final String S3_SECRET_ACCESS_KEY_PLACEHOLDER = "%secretAccessKey%";
@@ -35,42 +35,47 @@
             + "(\"secretAccessKey\"=\"" + S3_SECRET_ACCESS_KEY_DEFAULT + "\"),\n" + "(\"region\"=\"" + S3_REGION_DEFAULT
             + "\"),\n" + "(\"serviceEndpoint\"=\"" + S3_SERVICE_ENDPOINT_DEFAULT + "\")";
 
-    // Azure blob storage constants and place holders
-    // account name
-    public static final String AZURE_ACCOUNT_NAME_PLACEHOLDER = "%azureblob-accountname%";
-    public static final String AZURE_AZURITE_ACCOUNT_NAME_DEFAULT = "devstoreaccount1";
+    // Azure blob storage constants and placeholders
+    public static class Azure {
+        // account name
+        public static final String ACCOUNT_NAME_PLACEHOLDER = "%azure-accountname%";
+        public static final String AZURITE_ACCOUNT_NAME_DEFAULT = "devstoreaccount1";
 
-    // account key
-    public static final String AZURE_ACCOUNT_KEY_PLACEHOLDER = "%azureblob-accountkey%";
-    public static final String AZURE_AZURITE_ACCOUNT_KEY_DEFAULT =
-            "Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==";
+        // account key
+        public static final String ACCOUNT_KEY_PLACEHOLDER = "%azure-accountkey%";
+        public static final String AZURITE_ACCOUNT_KEY_DEFAULT =
+                "Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==";
 
-    // SAS token: this is generated and assigned at runtime at the start of the test
-    public static final String AZURE_SAS_TOKEN_PLACEHOLDER = "%azureblob-sas%";
-    public static String sasToken = "";
+        // SAS token: this is generated and assigned at runtime at the start of the test
+        public static final String SAS_TOKEN_PLACEHOLDER = "%azure-sas%";
+        public static String sasToken = "";
 
-    // blob endpoint
-    public static final String AZURE_BLOB_ENDPOINT_PLACEHOLDER = "%azureblob-endpoint%";
-    public static final String AZURE_BLOB_ENDPOINT_DEFAULT =
-            "http://localhost:20000/" + AZURE_AZURITE_ACCOUNT_NAME_DEFAULT;
+        // blob endpoint
+        public static final String BLOB_ENDPOINT_PLACEHOLDER = "%azure-endpoint%";
+        public static final String BLOB_ENDPOINT_DEFAULT = "http://localhost:10000/" + AZURITE_ACCOUNT_NAME_DEFAULT;
 
-    // connection string with account name & account key
-    public static final String AZURE_CONNECTION_STRING_ACCOUNT_KEY_PLACEHOLDER =
-            "%azureblob-connectionstringaccountkey%";
-    public static final String AZURE_CONNECTION_STRING_ACCOUNT_KEY = "AccountName=" + AZURE_ACCOUNT_NAME_PLACEHOLDER
-            + ";AccountKey=" + AZURE_ACCOUNT_KEY_PLACEHOLDER + ";BlobEndpoint=" + AZURE_BLOB_ENDPOINT_PLACEHOLDER;
+        public static final String MANAGED_IDENTITY_ID_PLACEHOLDER = "%azure-managedidentityid%";
+        public static final String MANAGED_IDENTITY_ID_DEFAULT = "myManagedIdentityId";
 
-    // connection string with account name & sas token
-    public static final String AZURE_CONNECTION_STRING_SAS_TOKEN_PLACEHOLDER = "%azureblob-connectionstringsas%";
-    public static final String AZURE_CONNECTION_STRING_SAS_TOKEN =
-            "AccountName=" + AZURE_ACCOUNT_NAME_PLACEHOLDER + ";SharedAccessSignature=" + AZURE_SAS_TOKEN_PLACEHOLDER
-                    + ";BlobEndpoint=" + AZURE_BLOB_ENDPOINT_PLACEHOLDER;
+        public static final String CLIENT_ID_PLACEHOLDER = "%azure-clientid%";
+        public static final String CLIENT_ID_DEFAULT = "myClientId";
 
-    // azure template and default template
-    public static final String AZURE_TEMPLATE = "(\"accountName\"=\"" + AZURE_AZURITE_ACCOUNT_NAME_DEFAULT + "\"),\n"
-            + "(\"accountKey\"=\"" + AZURE_AZURITE_ACCOUNT_KEY_DEFAULT + "\"),\n" + "(\"blobEndpoint\"=\""
-            + AZURE_BLOB_ENDPOINT_PLACEHOLDER + "\")";
-    public static final String AZURE_TEMPLATE_DEFAULT = "(\"accountName\"=\"" + AZURE_AZURITE_ACCOUNT_NAME_DEFAULT
-            + "\"),\n" + "(\"accountKey\"=\"" + AZURE_AZURITE_ACCOUNT_KEY_DEFAULT + "\"),\n" + "(\"blobEndpoint\"=\""
-            + AZURE_BLOB_ENDPOINT_DEFAULT + "\")";
+        public static final String CLIENT_SECRET_PLACEHOLDER = "%azure-clientsecret%";
+        public static final String CLIENT_SECRET_DEFAULT = "myClientSecret";
+
+        public static final String CLIENT_CERTIFICATE_PLACEHOLDER = "%azure-clientcertificate%";
+        public static final String CLIENT_CERTIFICATE_DEFAULT = "myClientCertificate";
+
+        public static final String CLIENT_CERTIFICATE_PASSWORD_PLACEHOLDER = "%azure-clientcertificatepassword%";
+        public static final String CLIENT_CERTIFICATE_PASSWORD_DEFAULT = "myClientCertificatePassword";
+
+        public static final String TENANT_ID_PLACEHOLDER = "%azure-tenantid%";
+        public static final String TENANT_ID_DEFAULT = "myTenantId";
+
+        // azure template and default template
+        public static final String TEMPLATE = "(\"accountName\"=\"" + AZURITE_ACCOUNT_NAME_DEFAULT + "\"),\n"
+                + "(\"accountKey\"=\"" + AZURITE_ACCOUNT_KEY_DEFAULT + "\"),\n" + "(\"endpoint\"=\""
+                + BLOB_ENDPOINT_PLACEHOLDER + "\")";
+        public static final String TEMPLATE_DEFAULT = TEMPLATE;
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestExecutor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestExecutor.java
index f1bf63d..14784c5 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestExecutor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestExecutor.java
@@ -19,6 +19,28 @@
 package org.apache.asterix.test.common;
 
 import static java.nio.charset.StandardCharsets.UTF_8;
+import static org.apache.asterix.test.common.TestConstants.Azure.ACCOUNT_KEY_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.ACCOUNT_NAME_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.AZURITE_ACCOUNT_KEY_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.AZURITE_ACCOUNT_NAME_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.BLOB_ENDPOINT_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.BLOB_ENDPOINT_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_CERTIFICATE_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_CERTIFICATE_PASSWORD_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_CERTIFICATE_PASSWORD_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_CERTIFICATE_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_ID_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_ID_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_SECRET_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.CLIENT_SECRET_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.MANAGED_IDENTITY_ID_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.MANAGED_IDENTITY_ID_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.SAS_TOKEN_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.TEMPLATE;
+import static org.apache.asterix.test.common.TestConstants.Azure.TEMPLATE_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.TENANT_ID_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.TENANT_ID_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.sasToken;
 import static org.apache.hyracks.util.NetworkUtil.toHostPort;
 import static org.apache.hyracks.util.file.FileUtil.canonicalize;
 
@@ -81,6 +103,7 @@
 import org.apache.asterix.api.http.server.QueryServiceRequestParameters;
 import org.apache.asterix.app.external.IExternalUDFLibrarian;
 import org.apache.asterix.common.api.Duration;
+import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.asterix.common.config.GlobalConfig;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.common.utils.Servlets;
@@ -106,14 +129,22 @@
 import org.apache.commons.io.output.ByteArrayOutputStream;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.mutable.MutableInt;
+import org.apache.http.Consts;
+import org.apache.http.HttpException;
+import org.apache.http.HttpHost;
+import org.apache.http.HttpRequest;
+import org.apache.http.HttpRequestInterceptor;
 import org.apache.http.HttpResponse;
 import org.apache.http.HttpStatus;
 import org.apache.http.NameValuePair;
 import org.apache.http.auth.AuthScope;
+import org.apache.http.auth.AuthState;
+import org.apache.http.auth.Credentials;
 import org.apache.http.auth.UsernamePasswordCredentials;
 import org.apache.http.client.AuthCache;
 import org.apache.http.client.CredentialsProvider;
 import org.apache.http.client.HttpClient;
+import org.apache.http.client.entity.UrlEncodedFormEntity;
 import org.apache.http.client.methods.HttpGet;
 import org.apache.http.client.methods.HttpUriRequest;
 import org.apache.http.client.methods.RequestBuilder;
@@ -130,7 +161,9 @@
 import org.apache.http.impl.client.CloseableHttpClient;
 import org.apache.http.impl.client.HttpClients;
 import org.apache.http.impl.client.StandardHttpRequestRetryHandler;
+import org.apache.http.message.BasicNameValuePair;
 import org.apache.http.protocol.HttpContext;
+import org.apache.http.protocol.HttpCoreContext;
 import org.apache.http.util.EntityUtils;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.http.server.utils.HttpUtil;
@@ -150,6 +183,8 @@
 import com.fasterxml.jackson.databind.node.ObjectNode;
 import com.fasterxml.jackson.databind.util.RawValue;
 
+import io.netty.handler.codec.http.HttpMethod;
+
 public class TestExecutor {
 
     /*
@@ -216,6 +251,7 @@
     private static final String METRICS_QUERY_TYPE = "metrics";
     private static final String PROFILE_QUERY_TYPE = "profile";
     private static final String PLANS_QUERY_TYPE = "plans";
+    private static final String SIGNATURE_QUERY_TYPE = "signature";
 
     private static final HashMap<Integer, ITestServer> runningTestServers = new HashMap<>();
     private static Map<String, InetSocketAddress> ncEndPoints;
@@ -644,8 +680,8 @@
     protected HttpResponse executeHttpRequest(HttpUriRequest method) throws Exception {
         // https://issues.apache.org/jira/browse/ASTERIXDB-2315
         ExecutorService executor = Executors.newSingleThreadExecutor();
-        CloseableHttpClient client =
-                HttpClients.custom().setRetryHandler(StandardHttpRequestRetryHandler.INSTANCE).build();
+        CloseableHttpClient client = HttpClients.custom().addInterceptorFirst(new PreemptiveAuthInterceptor())
+                .setRetryHandler(StandardHttpRequestRetryHandler.INSTANCE).build();
         Future<HttpResponse> future = executor.submit(() -> {
             try {
                 return client.execute(method, getHttpContext());
@@ -841,7 +877,8 @@
     }
 
     private static boolean setFormatInAccept(OutputFormat fmt) {
-        return fmt == OutputFormat.LOSSLESS_JSON || fmt == OutputFormat.CSV_HEADER;
+        return fmt == OutputFormat.LOSSLESS_JSON || fmt == OutputFormat.LOSSLESS_ADM_JSON
+                || fmt == OutputFormat.CSV_HEADER;
     }
 
     public void setAvailableCharsets(Charset... charsets) {
@@ -905,20 +942,6 @@
         return result;
     }
 
-    private HttpUriRequest constructHttpMethod(String statement, URI uri, String stmtParam, boolean postStmtAsParam,
-            List<Parameter> otherParams) {
-        String stmtParamName = (postStmtAsParam ? stmtParam : null);
-        return constructPostMethodUrl(statement, uri, stmtParamName, otherParams);
-    }
-
-    private HttpUriRequest constructGetMethod(URI endpoint, List<Parameter> params) {
-        RequestBuilder builder = RequestBuilder.get(endpoint);
-        for (Parameter param : params) {
-            builder.addParameter(param.getName(), param.getValue());
-        }
-        return builder.build();
-    }
-
     private boolean isMultipart(Parameter p) {
         return p != null && (ParameterTypeEnum.MULTIPART_TEXT == p.getType()
                 || ParameterTypeEnum.MULTIPART_BINARY == p.getType());
@@ -942,16 +965,30 @@
                         || p.getType() == ParameterTypeEnum.MULTIPART_TEXT)
                                 ? Optional.of(MultipartEntityBuilder.create().setMode(HttpMultipartMode.STRICT))
                                 : Optional.empty();
+        List<NameValuePair> parameters = new ArrayList<>();
         for (Parameter param : params) {
             if (isMultipart(param)) {
                 addMultipart(mPartBuilder.get(), param);
             } else {
-                builder.addParameter(param.getName(), param.getValue());
+                parameters.add(new BasicNameValuePair(param.getName(), param.getValue()));
             }
         }
         builder.setCharset(UTF_8);
         mPartBuilder.ifPresent(mpb -> builder.setEntity(mpb.build()));
-        body.ifPresent(s -> builder.setEntity(new StringEntity(s, contentType)));
+        if (body.isPresent()) {
+            builder.addParameters(parameters.toArray(new NameValuePair[0]));
+            builder.setEntity(new StringEntity(body.get(), contentType));
+        } else if (mPartBuilder.isPresent()) {
+            builder.addParameters(parameters.toArray(new NameValuePair[0]));
+            builder.setEntity(mPartBuilder.get().build());
+        } else {
+            boolean formParams = HttpUtil.ignoreQueryParameters(HttpMethod.valueOf(method));
+            if (formParams) {
+                builder.setEntity(new UrlEncodedFormEntity(parameters, Consts.UTF_8));
+            } else {
+                builder.addParameters(parameters.toArray(new NameValuePair[0]));
+            }
+        }
         return builder.build();
     }
 
@@ -970,6 +1007,27 @@
         return method;
     }
 
+    public static HttpUriRequest constructGetMethod(URI endpoint, List<Parameter> params) {
+        RequestBuilder builder = RequestBuilder.get(endpoint);
+        for (Parameter param : params) {
+            builder.addParameter(param.getName(), param.getValue());
+        }
+        return builder.build();
+    }
+
+    public static HttpUriRequest constructDeleteMethod(URI uri, List<Parameter> params) {
+        List<NameValuePair> form = new ArrayList<>();
+        for (Parameter param : params) {
+            form.add(new BasicNameValuePair(param.getName(), param.getValue()));
+        }
+        return constructDeleteRequest(uri, form);
+    }
+
+    public static HttpUriRequest constructDeleteRequest(URI uri, List<NameValuePair> params) {
+        RequestBuilder builder = RequestBuilder.delete(uri);
+        return builder.setEntity(new UrlEncodedFormEntity(params, Consts.UTF_8)).setCharset(UTF_8).build();
+    }
+
     private HttpUriRequest constructPostMethod(URI uri, List<Parameter> params) {
         RequestBuilder builder = RequestBuilder.post(uri);
         for (Parameter param : params) {
@@ -1041,12 +1099,6 @@
                 TEXT_PLAIN_UTF8);
     }
 
-    public InputStream executeJSON(OutputFormat fmt, String method, URI uri, Predicate<Integer> responseCodeValidator)
-            throws Exception {
-        return executeJSON(fmt, method, uri, Collections.emptyList(), responseCodeValidator, Optional.empty(),
-                TEXT_PLAIN_UTF8);
-    }
-
     private InputStream executeJSON(OutputFormat fmt, String method, URI uri, List<Parameter> params,
             Predicate<Integer> responseCodeValidator, Optional<String> body, ContentType contentType) throws Exception {
         HttpUriRequest request = buildRequest(method, uri, fmt, params, body, contentType);
@@ -1179,6 +1231,7 @@
             case "metrics":
             case "profile":
             case "plans":
+            case "signature":
                 // isDmlRecoveryTest: insert Crash and Recovery
                 if (isDmlRecoveryTest) {
                     executeScript(pb, pb.environment().get("SCRIPT_HOME") + File.separator + "dml_recovery"
@@ -1466,25 +1519,24 @@
         final String mimeReqType = extractHttpRequestType(statement);
         final String saveResponseVar = getResultVariable(statement);
         ContentType contentType = mimeReqType != null ? ContentType.create(mimeReqType, UTF_8) : TEXT_PLAIN_UTF8;
-        if (!body.isPresent()) {
+        if (body.isEmpty()) {
             body = getBodyFromReference(statement, variableCtx);
         }
         final Pair<String, String> credentials = extractCredentials(statement);
         InputStream resultStream;
+        URI uri;
         if ("http".equals(extension)) {
-            if (credentials != null) {
-                resultStream = executeHttp(reqType, variablesReplaced, fmt, params, statusCodePredicate, body,
-                        contentType, credentials);
-            } else {
-                resultStream =
-                        executeHttp(reqType, variablesReplaced, fmt, params, statusCodePredicate, body, contentType);
-            }
+            uri = createEndpointURI(variablesReplaced);
         } else if ("uri".equals(extension)) {
-            resultStream = executeURI(reqType, URI.create(variablesReplaced), fmt, params, statusCodePredicate, body,
-                    contentType);
+            uri = URI.create(variablesReplaced);
         } else {
             throw new IllegalArgumentException("Unexpected format for method " + reqType + ": " + extension);
         }
+        if (credentials != null) {
+            resultStream = executeURI(reqType, uri, fmt, params, statusCodePredicate, body, contentType, credentials);
+        } else {
+            resultStream = executeURI(reqType, uri, fmt, params, statusCodePredicate, body, contentType);
+        }
         if (extracResult) {
             resultStream = ResultExtractor.extract(resultStream, UTF_8).getResult();
         } else if (extractStatus) {
@@ -1505,8 +1557,8 @@
                     LOGGER.info("Diagnostic output: {}", IOUtils.toString(resultStream, UTF_8));
                 } else {
                     LOGGER.info("Unexpected output: {}", IOUtils.toString(resultStream, UTF_8));
-                    Assert.fail("no result file for " + testFile.toString() + "; queryCount: " + queryCount
-                            + ", filectxs.size: " + numResultFiles);
+                    Assert.fail("no result file for " + testFile + "; queryCount: " + queryCount + ", filectxs.size: "
+                            + numResultFiles);
                 }
             } else {
                 writeOutputToFile(actualResultFile, resultStream);
@@ -1554,6 +1606,9 @@
                     String[] plans = plans(statement);
                     resultStream = ResultExtractor.extractPlans(resultStream, responseCharset, plans);
                     break;
+                case SIGNATURE_QUERY_TYPE:
+                    resultStream = ResultExtractor.extractSignature(resultStream, responseCharset);
+                    break;
                 default:
                     extractedResult = ResultExtractor.extract(resultStream, responseCharset, fmt);
                     resultStream = extractedResult.getResult();
@@ -1960,9 +2015,8 @@
     }
 
     public static Pair<String, String> extractCredentials(String statement) {
-        List<Parameter> params = new ArrayList<>();
         final Matcher m = HTTP_AUTH_PATTERN.matcher(statement);
-        while (m.find()) {
+        if (m.find()) {
             String username = m.group("username");
             String password = m.group("password");
             return new Pair<>(username, password);
@@ -2013,23 +2067,6 @@
         }
     }
 
-    protected InputStream executeHttp(String ctxType, String endpoint, OutputFormat fmt, List<Parameter> params,
-            Predicate<Integer> statusCodePredicate, Optional<String> body, ContentType contentType) throws Exception {
-        URI uri = createEndpointURI(endpoint);
-        return executeURI(ctxType, uri, fmt, params, statusCodePredicate, body, contentType);
-    }
-
-    private InputStream executeHttp(String ctxType, String endpoint, OutputFormat fmt, List<Parameter> params,
-            Predicate<Integer> statusCodePredicate, Optional<String> body, ContentType contentType,
-            Pair<String, String> credentials) throws Exception {
-        URI uri = createEndpointURI(endpoint);
-        return executeURI(ctxType, uri, fmt, params, statusCodePredicate, body, contentType, credentials);
-    }
-
-    private InputStream executeURI(String ctxType, URI uri, OutputFormat fmt, List<Parameter> params) throws Exception {
-        return executeJSON(fmt, ctxType.toUpperCase(), uri, params);
-    }
-
     private InputStream executeURI(String ctxType, URI uri, OutputFormat fmt, List<Parameter> params,
             Predicate<Integer> responseCodeValidator, Optional<String> body, ContentType contentType) throws Exception {
         return executeJSON(fmt, ctxType.toUpperCase(), uri, params, responseCodeValidator, body, contentType);
@@ -2300,21 +2337,22 @@
         }
 
         // This replaces specific external dataset placeholders
-        str = str.replace(TestConstants.AZURE_CONNECTION_STRING_ACCOUNT_KEY_PLACEHOLDER,
-                TestConstants.AZURE_CONNECTION_STRING_ACCOUNT_KEY);
-        str = str.replace(TestConstants.AZURE_CONNECTION_STRING_SAS_TOKEN_PLACEHOLDER,
-                TestConstants.AZURE_CONNECTION_STRING_SAS_TOKEN);
-        str = str.replace(TestConstants.AZURE_ACCOUNT_NAME_PLACEHOLDER,
-                TestConstants.AZURE_AZURITE_ACCOUNT_NAME_DEFAULT);
-        str = str.replace(TestConstants.AZURE_ACCOUNT_KEY_PLACEHOLDER, TestConstants.AZURE_AZURITE_ACCOUNT_KEY_DEFAULT);
-        str = str.replace(TestConstants.AZURE_SAS_TOKEN_PLACEHOLDER, TestConstants.sasToken);
+        str = str.replace(ACCOUNT_NAME_PLACEHOLDER, AZURITE_ACCOUNT_NAME_DEFAULT);
+        str = str.replace(ACCOUNT_KEY_PLACEHOLDER, AZURITE_ACCOUNT_KEY_DEFAULT);
+        str = str.replace(SAS_TOKEN_PLACEHOLDER, sasToken);
+        str = str.replace(MANAGED_IDENTITY_ID_PLACEHOLDER, MANAGED_IDENTITY_ID_DEFAULT);
+        str = str.replace(CLIENT_ID_PLACEHOLDER, CLIENT_ID_DEFAULT);
+        str = str.replace(CLIENT_SECRET_PLACEHOLDER, CLIENT_SECRET_DEFAULT);
+        str = str.replace(CLIENT_CERTIFICATE_PLACEHOLDER, CLIENT_CERTIFICATE_DEFAULT);
+        str = str.replace(CLIENT_CERTIFICATE_PASSWORD_PLACEHOLDER, CLIENT_CERTIFICATE_PASSWORD_DEFAULT);
+        str = str.replace(TENANT_ID_PLACEHOLDER, TENANT_ID_DEFAULT);
         str = replaceExternalEndpoint(str);
 
         return str;
     }
 
     protected String replaceExternalEndpoint(String str) {
-        return str.replace(TestConstants.AZURE_BLOB_ENDPOINT_PLACEHOLDER, TestConstants.AZURE_BLOB_ENDPOINT_DEFAULT);
+        return str.replace(BLOB_ENDPOINT_PLACEHOLDER, BLOB_ENDPOINT_DEFAULT);
     }
 
     protected boolean noTemplateRequired(String str) {
@@ -2374,17 +2412,17 @@
 
     protected String applyAzureSubstitution(String str, List<Placeholder> placeholders) {
         boolean isReplaced = false;
-        boolean hasBlobEndpoint = false;
+        boolean hasEndpoint = false;
 
         for (Placeholder placeholder : placeholders) {
             // Stop if all parameters are met
-            if (hasBlobEndpoint) {
+            if (hasEndpoint) {
                 break;
-            } else if (placeholder.getName().equals("blobEndpoint")) {
-                hasBlobEndpoint = true;
+            } else if (placeholder.getName().equals("endpoint")) {
+                hasEndpoint = true;
                 isReplaced = true;
                 str = setAzureTemplate(str);
-                str = str.replace(TestConstants.AZURE_BLOB_ENDPOINT_PLACEHOLDER, placeholder.getValue());
+                str = str.replace(BLOB_ENDPOINT_PLACEHOLDER, placeholder.getValue());
             }
         }
 
@@ -2397,11 +2435,11 @@
     }
 
     protected String setAzureTemplate(String str) {
-        return str.replace("%template%", TestConstants.AZURE_TEMPLATE);
+        return str.replace("%template%", TEMPLATE);
     }
 
     protected String setAzureTemplateDefault(String str) {
-        return str.replace("%template%", TestConstants.AZURE_TEMPLATE_DEFAULT);
+        return str.replace("%template%", TEMPLATE_DEFAULT);
     }
 
     protected void fail(boolean runDiagnostics, TestCaseContext testCaseCtx, CompilationUnit cUnit,
@@ -2540,32 +2578,12 @@
     public void cleanup(String testCase, List<String> badtestcases) throws Exception {
         try {
             List<DataverseName> toBeDropped = new ArrayList<>();
-            InputStream resultStream = executeQueryService(
-                    "select dv.DataverseName from Metadata.`Dataverse` as dv order by dv.DataverseName;",
-                    getEndpoint(Servlets.QUERY_SERVICE), OutputFormat.CLEAN_JSON);
-            JsonNode result = extractResult(IOUtils.toString(resultStream, UTF_8));
-            for (int i = 0; i < result.size(); i++) {
-                JsonNode json = result.get(i);
-                if (json != null) {
-                    DataverseName dvName = DataverseName.createFromCanonicalForm(json.get("DataverseName").asText());
-                    if (!dvName.equals(MetadataConstants.METADATA_DATAVERSE_NAME)
-                            && !dvName.equals(MetadataBuiltinEntities.DEFAULT_DATAVERSE_NAME)) {
-                        toBeDropped.add(dvName);
-                    }
-                }
-            }
+            listUserDefinedDataverses(toBeDropped);
             if (!toBeDropped.isEmpty()) {
                 badtestcases.add(testCase);
                 LOGGER.info("Last test left some garbage. Dropping dataverses: " + StringUtils.join(toBeDropped, ','));
-                StringBuilder dropStatement = new StringBuilder();
                 for (DataverseName dv : toBeDropped) {
-                    dropStatement.setLength(0);
-                    dropStatement.append("drop dataverse ");
-                    SqlppStatementUtil.encloseDataverseName(dropStatement, dv);
-                    dropStatement.append(";\n");
-                    resultStream = executeQueryService(dropStatement.toString(), getEndpoint(Servlets.QUERY_SERVICE),
-                            OutputFormat.CLEAN_JSON, UTF_8);
-                    ResultExtractor.extract(resultStream, UTF_8, OutputFormat.CLEAN_JSON);
+                    dropDataverse(dv);
                 }
             }
         } catch (Throwable th) {
@@ -2574,6 +2592,54 @@
         }
     }
 
+    protected void listUserDefinedDataverses(List<DataverseName> outDataverses) throws Exception {
+        String query = "select dv.DataverseName from Metadata.`Dataverse` as dv order by dv.DataverseName";
+        InputStream resultStream =
+                executeQueryService(query, getEndpoint(Servlets.QUERY_SERVICE), OutputFormat.CLEAN_JSON);
+        JsonNode result = extractResult(IOUtils.toString(resultStream, UTF_8));
+        for (int i = 0; i < result.size(); i++) {
+            JsonNode json = result.get(i);
+            if (json != null) {
+                DataverseName dvName = DataverseName.createFromCanonicalForm(json.get("DataverseName").asText());
+                if (!dvName.equals(MetadataConstants.METADATA_DATAVERSE_NAME)
+                        && !dvName.equals(MetadataBuiltinEntities.DEFAULT_DATAVERSE_NAME)) {
+                    outDataverses.add(dvName);
+                }
+            }
+        }
+    }
+
+    protected void dropDataverse(DataverseName dv) throws Exception {
+        StringBuilder dropStatement = new StringBuilder();
+        dropStatement.append("drop dataverse ");
+        SqlppStatementUtil.encloseDataverseName(dropStatement, dv);
+        dropStatement.append(";\n");
+        InputStream resultStream = executeQueryService(dropStatement.toString(), getEndpoint(Servlets.QUERY_SERVICE),
+                OutputFormat.CLEAN_JSON, UTF_8);
+        ResultExtractor.extract(resultStream, UTF_8, OutputFormat.CLEAN_JSON);
+    }
+
+    protected void listDatasets(DataverseName dataverseName, List<Pair<String, DatasetConfig.DatasetType>> outDatasets)
+            throws Exception {
+        String query = "select d.DatasetName, d.DatasetType from Metadata.`Dataset` d where d.DataverseName = '"
+                + dataverseName.getCanonicalForm() + "'";
+        InputStream resultStream = executeQueryService(query, getEndpoint(Servlets.QUERY_SERVICE),
+                TestCaseContext.OutputFormat.CLEAN_JSON);
+        JsonNode result = extractResult(IOUtils.toString(resultStream, UTF_8));
+        for (int i = 0; i < result.size(); i++) {
+            JsonNode json = result.get(i);
+            String datasetName = json.get("DatasetName").asText();
+            String datasetTypeText = json.get("DatasetType").asText();
+            DatasetConfig.DatasetType datasetType;
+            try {
+                datasetType = DatasetConfig.DatasetType.valueOf(datasetTypeText);
+            } catch (IllegalArgumentException e) {
+                throw new Exception("Unexpected dataset type: " + datasetTypeText);
+            }
+            outDatasets.add(new Pair<>(datasetName, datasetType));
+        }
+    }
+
     private JsonNode extractResult(String jsonString) throws IOException {
         try {
             final JsonNode result = RESULT_NODE_READER.<ObjectNode> readValue(jsonString).get("results");
@@ -2655,8 +2721,8 @@
         String partition = command[2];
         String destNode = command[3];
         final InetSocketAddress destAddress = getNcReplicationAddress(destNode);
-        List<Parameter> parameters = new ArrayList<>(3);
-        Stream.of("partition", "host", "port").forEach(arg -> {
+        List<Parameter> parameters = new ArrayList<>(4);
+        Stream.of("partition", "host", "port", "nodeId").forEach(arg -> {
             Parameter p = new Parameter();
             p.setName(arg);
             p.setType(ParameterTypeEnum.STRING);
@@ -2665,6 +2731,7 @@
         parameters.get(0).setValue(partition);
         parameters.get(1).setValue(destAddress.getHostName());
         parameters.get(2).setValue(String.valueOf(destAddress.getPort()));
+        parameters.get(3).setValue(destNode);
         final HttpUriRequest httpUriRequest = constructPostMethod(endpoint, parameters);
         final HttpResponse httpResponse = executeHttpRequest(httpUriRequest);
         Assert.assertEquals(HttpStatus.SC_OK, httpResponse.getStatusLine().getStatusCode());
@@ -2842,4 +2909,25 @@
     private static boolean containsPort(String endPoint) {
         return StringUtils.contains(endPoint, ':');
     }
+
+    // adapted from https://stackoverflow.com/questions/2014700/preemptive-basic-authentication-with-apache-httpclient-4
+    static class PreemptiveAuthInterceptor implements HttpRequestInterceptor {
+
+        public void process(final HttpRequest request, final HttpContext context) throws HttpException, IOException {
+            AuthState authState = (AuthState) context.getAttribute(HttpClientContext.TARGET_AUTH_STATE);
+            // if no auth scheme available yet, try to initialize it preemptively
+            if (authState.getAuthScheme() == null) {
+                CredentialsProvider credsProvider =
+                        (CredentialsProvider) context.getAttribute(HttpClientContext.CREDS_PROVIDER);
+                if (credsProvider != null) {
+                    HttpHost targetHost = (HttpHost) context.getAttribute(HttpCoreContext.HTTP_TARGET_HOST);
+                    Credentials creds =
+                            credsProvider.getCredentials(new AuthScope(targetHost.getHostName(), targetHost.getPort()));
+                    if (creds != null) {
+                        authState.update(new BasicScheme(), creds);
+                    }
+                }
+            }
+        }
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestHelper.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestHelper.java
index 24ca072..fcab213 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestHelper.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/common/TestHelper.java
@@ -41,6 +41,7 @@
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.testframework.xml.ParameterTypeEnum;
 import org.apache.asterix.testframework.xml.TestCase;
+import org.apache.asterix.translator.SessionConfig;
 import org.apache.commons.compress.utils.IOUtils;
 import org.apache.commons.io.FileUtils;
 import org.apache.hyracks.util.file.FileUtil;
@@ -164,7 +165,8 @@
             }
         }
 
-        return RequestParameters.deserializeParameterValues(RequestParameters.serializeParameterValues(stmtParams));
+        return RequestParameters.deserializeParameterValues(
+                RequestParameters.serializeParameterValues(stmtParams, SessionConfig.OutputFormat.CLEAN_JSON));
     }
 
     public static boolean equalJson(JsonNode expectedJson, JsonNode actualJson, boolean compareUnorderedArray,
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/CheckpointInSecondaryIndexTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/CheckpointInSecondaryIndexTest.java
index 1913233..3973dee 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/CheckpointInSecondaryIndexTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/CheckpointInSecondaryIndexTest.java
@@ -76,6 +76,7 @@
 import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
 import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentId;
 import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicyFactory;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.junit.After;
 import org.junit.AfterClass;
 import org.junit.Assert;
@@ -171,7 +172,7 @@
                         partitioningKeys, null, null, null, false, null, null),
                 null, DatasetType.INTERNAL, DATASET_ID, 0);
         secondaryIndex = new Index(dvName, DATASET_NAME, INDEX_NAME, INDEX_TYPE, INDEX_FIELD_NAMES,
-                INDEX_FIELD_INDICATORS, INDEX_FIELD_TYPES, false, false, false, 0);
+                INDEX_FIELD_INDICATORS, INDEX_FIELD_TYPES, false, false, false, 0, OptionalBoolean.of(false));
         taskCtx = null;
         primaryIndexDataflowHelper = null;
         secondaryIndexDataflowHelper = null;
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/ConcurrentInsertTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/ConcurrentInsertTest.java
index 76dd035..e99e5d6 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/ConcurrentInsertTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/ConcurrentInsertTest.java
@@ -51,6 +51,7 @@
 import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
 import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.lsm.btree.impl.TestLsmBtree;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.junit.After;
 import org.junit.AfterClass;
 import org.junit.Before;
@@ -128,7 +129,8 @@
         Index secondaryIndexEntity = new Index(StorageTestUtils.DATASET.getDataverseName(),
                 StorageTestUtils.DATASET.getDatasetName(), "TestIndex", IndexType.BTREE,
                 Arrays.asList(Arrays.asList(StorageTestUtils.RECORD_TYPE.getFieldNames()[1])),
-                Arrays.asList(Index.RECORD_INDICATOR), Arrays.asList(BuiltinType.AINT64), false, false, false, 0);
+                Arrays.asList(Index.RECORD_INDICATOR), Arrays.asList(BuiltinType.AINT64), false, false, false, 0,
+                OptionalBoolean.of(false));
 
         SecondaryIndexInfo secondaryIndexInfo =
                 nc.createSecondaryIndex(primaryIndexInfo, secondaryIndexEntity, StorageTestUtils.STORAGE_MANAGER, 0);
@@ -142,7 +144,7 @@
 
         Index primaryKeyIndexEntity = new Index(StorageTestUtils.DATASET.getDataverseName(),
                 StorageTestUtils.DATASET.getDatasetName(), "PrimaryKeyIndex", IndexType.BTREE, Arrays.asList(),
-                Arrays.asList(), Arrays.asList(), false, false, false, 0);
+                Arrays.asList(), Arrays.asList(), false, false, false, 0, OptionalBoolean.empty());
 
         SecondaryIndexInfo primaryKeyIndexInfo =
                 nc.createSecondaryIndex(primaryIndexInfo, primaryKeyIndexEntity, StorageTestUtils.STORAGE_MANAGER, 0);
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/LSMFlushRecoveryTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/LSMFlushRecoveryTest.java
index 2aad416..d24d081 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/LSMFlushRecoveryTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/LSMFlushRecoveryTest.java
@@ -70,6 +70,7 @@
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMemoryComponent;
 import org.apache.hyracks.storage.am.lsm.common.impls.AsynchronousScheduler;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 import org.junit.After;
@@ -187,7 +188,7 @@
         dataset = StorageTestUtils.DATASET;
         secondaryIndexEntity = new Index(dataset.getDataverseName(), dataset.getDatasetName(), SECONDARY_INDEX_NAME,
                 SECONDARY_INDEX_TYPE, SECONDARY_INDEX_FIELD_NAMES, SECONDARY_INDEX_FIELD_INDICATORS,
-                SECONDARY_INDEX_FIELD_TYPES, false, false, false, 0);
+                SECONDARY_INDEX_FIELD_TYPES, false, false, false, 0, OptionalBoolean.of(false));
 
         primaryIndexInfos = new PrimaryIndexInfo[NUM_PARTITIONS];
         secondaryIndexInfo = new SecondaryIndexInfo[NUM_PARTITIONS];
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/MultiPartitionLSMIndexTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/MultiPartitionLSMIndexTest.java
index ef3a7cb..6f9bed4 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/MultiPartitionLSMIndexTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/MultiPartitionLSMIndexTest.java
@@ -70,6 +70,7 @@
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMemoryComponent;
 import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
 import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicyFactory;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.junit.After;
 import org.junit.AfterClass;
 import org.junit.Assert;
@@ -161,7 +162,7 @@
                         partitioningKeys, null, null, null, false, null, null),
                 null, DatasetType.INTERNAL, DATASET_ID, 0);
         secondaryIndex = new Index(dvName, DATASET_NAME, INDEX_NAME, INDEX_TYPE, INDEX_FIELD_NAMES,
-                INDEX_FIELD_INDICATORS, INDEX_FIELD_TYPES, false, false, false, 0);
+                INDEX_FIELD_INDICATORS, INDEX_FIELD_TYPES, false, false, false, 0, OptionalBoolean.of(false));
         taskCtxs = new IHyracksTaskContext[NUM_PARTITIONS];
         primaryIndexDataflowHelpers = new IIndexDataflowHelper[NUM_PARTITIONS];
         secondaryIndexDataflowHelpers = new IIndexDataflowHelper[NUM_PARTITIONS];
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/SearchCursorComponentSwitchTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/SearchCursorComponentSwitchTest.java
index 24379a3..c5292d3 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/SearchCursorComponentSwitchTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/SearchCursorComponentSwitchTest.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.test.dataflow;
 
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 
@@ -45,6 +44,7 @@
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.operators.LSMPrimaryInsertOperatorNodePushable;
+import org.apache.asterix.runtime.operators.LSMPrimaryUpsertOperatorNodePushable;
 import org.apache.asterix.test.common.TestHelper;
 import org.apache.asterix.test.dataflow.StorageTestUtils.Searcher;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -53,18 +53,28 @@
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.util.CleanupUtils;
 import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.utils.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
 import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
 import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.common.impls.NoOpIndexAccessParameters;
+import org.apache.hyracks.storage.am.common.util.ResourceReleaseUtils;
 import org.apache.hyracks.storage.am.lsm.btree.impl.AllowTestOpCallback;
 import org.apache.hyracks.storage.am.lsm.btree.impl.TestLsmBtree;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTreeSearchCursor;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMDiskComponent;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation.LSMIOOperationStatus;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
 import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicyFactory;
+import org.apache.hyracks.storage.common.IIndexCursor;
+import org.apache.hyracks.storage.common.MultiComparator;
 import org.junit.After;
 import org.junit.AfterClass;
 import org.junit.Assert;
@@ -84,7 +94,7 @@
     private static final boolean[] UNIQUE_META_FIELDS = null;
     private static final int[] KEY_INDEXES = { 0 };
     private static final int[] KEY_INDICATORS = { Index.RECORD_INDICATOR };
-    private static final List<Integer> KEY_INDICATORS_LIST = Arrays.asList(new Integer[] { Index.RECORD_INDICATOR });
+    private static final List<Integer> KEY_INDICATORS_LIST = List.of(Index.RECORD_INDICATOR);
     private static final int TOTAL_NUM_OF_RECORDS = 2000;
     private static final int RECORDS_PER_COMPONENT = 1000;
     private static final int DATASET_ID = 101;
@@ -102,6 +112,7 @@
     private static IIndexDataflowHelper indexDataflowHelper;
     private static ITransactionContext txnCtx;
     private static LSMPrimaryInsertOperatorNodePushable insertOp;
+    private static LSMPrimaryUpsertOperatorNodePushable upsertOp;
 
     @BeforeClass
     public static void setUp() throws Exception {
@@ -143,6 +154,8 @@
                 new TransactionOptions(ITransactionManager.AtomicityLevel.ENTITY_LEVEL));
         insertOp = nc.getInsertPipeline(ctx, dataset, KEY_TYPES, RECORD_TYPE, META_TYPE, null, KEY_INDEXES,
                 KEY_INDICATORS_LIST, storageManager, null, null).getLeft();
+        upsertOp = nc.getUpsertPipeline(ctx, dataset, KEY_TYPES, RECORD_TYPE, META_TYPE, null, KEY_INDEXES,
+                KEY_INDICATORS_LIST, storageManager, null, false).getLeft();
     }
 
     @After
@@ -202,6 +215,63 @@
     }
 
     @Test
+    public void testCursorSwitchSucceedWithNoDuplicates() {
+        try {
+            StorageTestUtils.allowAllOps(lsmBtree);
+            lsmBtree.clearSearchCallbacks();
+            RecordTupleGenerator tupleGenerator = new RecordTupleGenerator(RECORD_TYPE, META_TYPE, KEY_INDEXES,
+                    KEY_INDICATORS, RECORD_GEN_FUNCTION, UNIQUE_RECORD_FIELDS, META_GEN_FUNCTION, UNIQUE_META_FIELDS);
+            VSizeFrame frame = new VSizeFrame(ctx);
+            FrameTupleAppender tupleAppender = new FrameTupleAppender(frame);
+            int totalNumRecords = LSMIndexSearchCursor.SWITCH_COMPONENT_CYCLE + 2;
+            ITupleReference[] upsertTuples = new ITupleReference[totalNumRecords];
+            for (int j = 0; j < totalNumRecords; j++) {
+                ITupleReference tuple = tupleGenerator.next();
+                upsertTuples[j] = TupleUtils.copyTuple(tuple);
+            }
+
+            // upsert and flush the tuples to create a disk component
+            upsert(tupleAppender, totalNumRecords, upsertTuples, true);
+            // upsert but don't flush the tuples to create a memory component
+            upsert(tupleAppender, totalNumRecords, upsertTuples, false);
+
+            // do the search operation
+            ILSMIndexAccessor accessor = new LSMTreeIndexAccessor(lsmBtree.getHarness(),
+                    lsmBtree.createOpContext(NoOpIndexAccessParameters.INSTANCE), LSMBTreeSearchCursor::new);
+            IIndexCursor searchCursor = accessor.createSearchCursor(false);
+            MultiComparator lowKeySearchCmp =
+                    BTreeUtils.getSearchMultiComparator(lsmBtree.getComparatorFactories(), null);
+            MultiComparator highKeySearchCmp =
+                    BTreeUtils.getSearchMultiComparator(lsmBtree.getComparatorFactories(), null);
+            RangePredicate rangePredicate =
+                    new RangePredicate(null, null, true, true, lowKeySearchCmp, highKeySearchCmp, null, null);
+
+            accessor.search(searchCursor, rangePredicate);
+
+            int count = 0;
+            while (searchCursor.hasNext()) {
+                searchCursor.next();
+                count++;
+                // flush the memory component to disk so that we make the switch to it when we hit the switch cycle
+                if (count == 1) {
+                    StorageTestUtils.flush(dsLifecycleMgr, lsmBtree, dataset, false);
+                }
+            }
+
+            Throwable failure = ResourceReleaseUtils.close(searchCursor, null);
+            failure = CleanupUtils.destroy(failure, searchCursor, accessor);
+            Assert.assertEquals("Records count not matching", totalNumRecords, count);
+            if (failure != null) {
+                Assert.fail(failure.getMessage());
+            }
+            nc.getTransactionManager().commitTransaction(txnCtx.getTxnId());
+        } catch (Throwable e) {
+            e.printStackTrace();
+            Assert.fail(e.getMessage());
+        }
+    }
+
+    @Test
     public void testCursorSwitchFails() {
         try {
             // allow all operations
@@ -268,4 +338,17 @@
         emptyTupleOp.close();
         Assert.assertEquals(numOfRecords, countOp.getCount());
     }
+
+    private void upsert(FrameTupleAppender tupleAppender, int totalNumRecords, ITupleReference[] upsertTuples,
+            boolean flush) throws Exception {
+        upsertOp.open();
+        for (int j = 0; j < totalNumRecords; j++) {
+            DataflowUtils.addTupleToFrame(tupleAppender, upsertTuples[j], upsertOp);
+        }
+        tupleAppender.write(upsertOp, true);
+        if (flush) {
+            StorageTestUtils.flush(dsLifecycleMgr, lsmBtree, dataset, false);
+        }
+        upsertOp.close();
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestDataset.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestDataset.java
index f28e9bb..f87757c 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestDataset.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestDataset.java
@@ -55,14 +55,14 @@
     }
 
     @Override
-    public IPushRuntimeFactory getCommitRuntimeFactory(MetadataProvider metadataProvider,
-            int[] primaryKeyFieldPermutation, boolean isSink) throws AlgebricksException {
+    public IPushRuntimeFactory getCommitRuntimeFactory(MetadataProvider metadataProvider, int[] keyFieldPermutation,
+            boolean isSink) throws AlgebricksException {
         return new IPushRuntimeFactory() {
             @Override
             public IPushRuntime[] createPushRuntime(IHyracksTaskContext ctx) throws HyracksDataException {
-                return new IPushRuntime[] { new CommitRuntime(ctx, new TxnId(ctx.getJobletContext().getJobId().getId()),
-                        getDatasetId(), primaryKeyFieldPermutation, true,
-                        ctx.getTaskAttemptId().getTaskId().getPartition(), true) };
+                return new IPushRuntime[] {
+                        new CommitRuntime(ctx, new TxnId(ctx.getJobletContext().getJobId().getId()), getDatasetId(),
+                                keyFieldPermutation, true, ctx.getTaskAttemptId().getTaskId().getPartition(), true) };
             }
         };
     }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestLsmBTreeResourceFactoryProvider.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestLsmBTreeResourceFactoryProvider.java
index 532337d..2ee8fcf 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestLsmBTreeResourceFactoryProvider.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/dataflow/TestLsmBTreeResourceFactoryProvider.java
@@ -98,20 +98,21 @@
                 && index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
             return FilesIndexDescription.EXTERNAL_FILE_INDEX_TYPE_TRAITS;
         }
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         ITypeTraitProvider typeTraitProvider = metadataProvider.getStorageComponentProvider().getTypeTraitProvider();
         ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = recordType;
             } else {
                 sourceType = metaType;
             }
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(i), indexDetails.getKeyFieldNames().get(i), sourceType);
             IAType keyType = keyTypePair.first;
             secondaryTypeTraits[i] = typeTraitProvider.getTypeTrait(keyType);
         }
@@ -132,22 +133,23 @@
                 && index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
             return FilesIndexDescription.FILES_INDEX_COMP_FACTORIES;
         }
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IBinaryComparatorFactoryProvider cmpFactoryProvider =
                 metadataProvider.getStorageComponentProvider().getComparatorFactoryProvider();
         IBinaryComparatorFactory[] secondaryCmpFactories =
                 new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = recordType;
             } else {
                 sourceType = metaType;
             }
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(i), indexDetails.getKeyFieldNames().get(i), sourceType);
             IAType keyType = keyTypePair.first;
             secondaryCmpFactories[i] = cmpFactoryProvider.getBinaryComparatorFactory(keyType, true);
         }
@@ -166,14 +168,14 @@
             if (index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
                 return FilesIndexDescription.BLOOM_FILTER_FIELDS;
             } else {
-                return new int[] { index.getKeyFieldNames().size() };
+                return new int[] { ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size() };
             }
         } else if (index.getIndexType() == IndexType.BTREE || index.getIndexType() == IndexType.RTREE) {
             // secondary btrees and rtrees do not have bloom filters
             return null;
         } else {
             // inverted indexes have bloom filters on deleted-key btrees
-            int numKeys = index.getKeyFieldNames().size();
+            int numKeys = ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
             int[] bloomFilterKeyFields = new int[numKeys];
             for (int i = 0; i < numKeys; i++) {
                 bloomFilterKeyFields[i] = i;
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/ExternalDatasetTestUtils.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/ExternalDatasetTestUtils.java
index bbd882e..316d261 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/ExternalDatasetTestUtils.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/ExternalDatasetTestUtils.java
@@ -20,14 +20,17 @@
 
 import static org.apache.asterix.test.external_dataset.aws.AwsS3ExternalDatasetTest.BOM_FILE_CONTAINER;
 import static org.apache.asterix.test.external_dataset.aws.AwsS3ExternalDatasetTest.FIXED_DATA_CONTAINER;
+import static org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil.BINARY_GEN_BASEDIR;
 
 import java.io.BufferedWriter;
+import java.io.File;
 import java.io.FileWriter;
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
 
+import org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil;
 import org.apache.asterix.testframework.context.TestCaseContext;
 import org.apache.commons.io.FilenameUtils;
 import org.apache.logging.log4j.LogManager;
@@ -52,6 +55,7 @@
     public static final String CSV_DEFINITION = "csv-data/reviews/";
     public static final String TSV_DEFINITION = "tsv-data/reviews/";
     public static final String MIXED_DEFINITION = "mixed-data/reviews/";
+    public static final String PARQUET_DEFINITION = "parquet-data/reviews/";
 
     // This is used for a test to generate over 1000 number of files
     public static final String OVER_1000_OBJECTS_PATH = "over-1000-objects";
@@ -76,6 +80,18 @@
         this.tcCtx = tcCtx;
     }
 
+    /**
+     * Generate binary files (e.g., parquet files)
+     */
+    public static void createBinaryFiles(String parquetRawJsonDir) throws IOException {
+        //base path
+        File basePath = new File(".");
+        //clean the binary generated files' directory
+        BinaryFileConverterUtil.cleanBinaryDirectory(basePath, BINARY_GEN_BASEDIR);
+        //Convert files in DEFAULT_PARQUET_SRC_PATH to parquet
+        BinaryFileConverterUtil.convertToParquet(basePath, parquetRawJsonDir, BINARY_GEN_BASEDIR);
+    }
+
     public static void setDataPaths(String jsonDataPath, String csvDataPath, String tsvDataPath) {
         JSON_DATA_PATH = jsonDataPath;
         CSV_DATA_PATH = csvDataPath;
@@ -114,6 +130,10 @@
         loadLargeNumberOfFiles();
         LOGGER.info("Added " + OVER_1000_OBJECTS_COUNT + " files into " + OVER_1000_OBJECTS_PATH + " successfully");
 
+        LOGGER.info("Adding Parquet files to the bucket");
+        loadParquetFiles();
+        LOGGER.info("Parquet files added successfully");
+
         LOGGER.info("Files added successfully");
     }
 
@@ -238,6 +258,22 @@
         loadGzData(dataBasePath, "", "02.tsv", definition, definitionSegment, false);
     }
 
+    private static void loadParquetFiles() {
+        String generatedDataBasePath = BINARY_GEN_BASEDIR;
+        String definition = PARQUET_DEFINITION;
+
+        // Normal format
+        String definitionSegment = "";
+        loadData(generatedDataBasePath, "", "dummy_tweet.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "id_age.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "id_age-string.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "id_name.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "id_name_comment.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "heterogeneous_1.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "heterogeneous_2.parquet", definition, definitionSegment, false, false);
+        loadData(generatedDataBasePath, "", "parquetTypes.parquet", definition, definitionSegment, false, false);
+    }
+
     private static void loadData(String fileBasePath, String filePathSegment, String filename, String definition,
             String definitionSegment, boolean removeExtension) {
         loadData(fileBasePath, filePathSegment, filename, definition, definitionSegment, removeExtension, true);
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/aws/AwsS3ExternalDatasetTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/aws/AwsS3ExternalDatasetTest.java
index 36e6433..785e676 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/aws/AwsS3ExternalDatasetTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/aws/AwsS3ExternalDatasetTest.java
@@ -18,8 +18,10 @@
  */
 package org.apache.asterix.test.external_dataset.aws;
 
+import static org.apache.asterix.test.external_dataset.ExternalDatasetTestUtils.createBinaryFiles;
 import static org.apache.asterix.test.external_dataset.ExternalDatasetTestUtils.setDataPaths;
 import static org.apache.asterix.test.external_dataset.ExternalDatasetTestUtils.setUploaders;
+import static org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil.DEFAULT_PARQUET_SRC_PATH;
 import static org.apache.hyracks.util.file.FileUtil.joinPath;
 
 import java.io.ByteArrayOutputStream;
@@ -132,6 +134,7 @@
     public static void setUp() throws Exception {
         final TestExecutor testExecutor = new AwsTestExecutor();
         LangExecutionUtil.setUp(TEST_CONFIG_FILE_NAME, testExecutor);
+        createBinaryFiles(DEFAULT_PARQUET_SRC_PATH);
         setNcEndpoints(testExecutor);
         startAwsS3MockServer();
     }
@@ -233,7 +236,6 @@
 
     private static RequestBody getRequestBody(String content, boolean fromFile, boolean gzipped) {
         RequestBody body;
-
         // Content is string
         if (!fromFile) {
             body = RequestBody.fromString(content);
@@ -259,6 +261,7 @@
 
     static class AwsTestExecutor extends TestExecutor {
 
+        @Override
         public void executeTestFile(TestCaseContext testCaseCtx, TestFileContext ctx, Map<String, Object> variableCtx,
                 String statement, boolean isDmlRecoveryTest, ProcessBuilder pb, TestCase.CompilationUnit cUnit,
                 MutableInt queryCount, List<TestFileContext> expectedResultFileCtxs, File testFile, String actualPath)
@@ -340,4 +343,4 @@
         }
         LOGGER.info("Done creating bucket with data");
     }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/microsoft/AzureBlobStorageExternalDatasetTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/microsoft/AzureBlobStorageExternalDatasetTest.java
index 2d41686..7de2d7e 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/microsoft/AzureBlobStorageExternalDatasetTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/microsoft/AzureBlobStorageExternalDatasetTest.java
@@ -18,6 +18,12 @@
  */
 package org.apache.asterix.test.external_dataset.microsoft;
 
+import static org.apache.asterix.test.common.TestConstants.Azure.AZURITE_ACCOUNT_KEY_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.AZURITE_ACCOUNT_NAME_DEFAULT;
+import static org.apache.asterix.test.common.TestConstants.Azure.BLOB_ENDPOINT_PLACEHOLDER;
+import static org.apache.asterix.test.common.TestConstants.Azure.sasToken;
+import static org.apache.asterix.test.external_dataset.ExternalDatasetTestUtils.PARQUET_DEFINITION;
+import static org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil.BINARY_GEN_BASEDIR;
 import static org.apache.hyracks.util.file.FileUtil.joinPath;
 
 import java.io.ByteArrayInputStream;
@@ -40,8 +46,8 @@
 import java.util.zip.GZIPOutputStream;
 
 import org.apache.asterix.common.api.INcApplicationContext;
-import org.apache.asterix.test.common.TestConstants;
 import org.apache.asterix.test.common.TestExecutor;
+import org.apache.asterix.test.external_dataset.ExternalDatasetTestUtils;
 import org.apache.asterix.test.runtime.ExecutionTestUtil;
 import org.apache.asterix.test.runtime.LangExecutionUtil;
 import org.apache.asterix.testframework.context.TestCaseContext;
@@ -67,6 +73,7 @@
 import com.azure.storage.blob.BlobServiceClient;
 import com.azure.storage.blob.BlobServiceClientBuilder;
 import com.azure.storage.blob.models.PublicAccessType;
+import com.azure.storage.common.StorageSharedKeyCredential;
 import com.azure.storage.common.sas.AccountSasPermission;
 import com.azure.storage.common.sas.AccountSasResourceType;
 import com.azure.storage.common.sas.AccountSasService;
@@ -93,10 +100,11 @@
     private static final String CSV_DATA_PATH = joinPath("data", "csv");
     private static final String TSV_DATA_PATH = joinPath("data", "tsv");
     private static final String MIXED_DATA_PATH = joinPath("data", "mixed");
+    private static final String PARQUET_RAW_DATA_PATH = joinPath("data", "hdfs", "parquet");
 
     // Service endpoint
-    private static final int BLOB_SERVICE_PORT = 20000;
-    private static final String BLOB_SERVICE_ENDPOINT = "http://localhost:" + BLOB_SERVICE_PORT;
+    private static final int BLOB_SERVICE_PORT = 10000;
+    private static final String BLOB_SERVICE_ENDPOINT = "http://192.168.0.100:" + BLOB_SERVICE_PORT;
 
     // Region, container and definitions
     private static final String PLAYGROUND_CONTAINER = "playground";
@@ -114,9 +122,6 @@
     private static final Set<String> fileNames = new HashSet<>();
 
     // Create a BlobServiceClient object which will be used to create a container client
-    private static final String connectionString = "AccountName=devstoreaccount1;"
-            + "AccountKey=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==;"
-            + "BlobEndpoint=" + BLOB_SERVICE_ENDPOINT + "/devstoreaccount1;";
     private static BlobServiceClient blobServiceClient;
     private static BlobContainerClient playgroundContainer;
     private static BlobContainerClient publicAccessContainer;
@@ -130,6 +135,7 @@
     @BeforeClass
     public static void setUp() throws Exception {
         final TestExecutor testExecutor = new AzureTestExecutor();
+        ExternalDatasetTestUtils.createBinaryFiles(PARQUET_RAW_DATA_PATH);
         LangExecutionUtil.setUp(TEST_CONFIG_FILE_NAME, testExecutor);
         setNcEndpoints(testExecutor);
         createBlobServiceClient();
@@ -171,11 +177,14 @@
 
     private static void createBlobServiceClient() {
         LOGGER.info("Creating Azurite Blob Service client");
-        blobServiceClient = new BlobServiceClientBuilder().connectionString(connectionString).buildClient();
+        BlobServiceClientBuilder builder = new BlobServiceClientBuilder();
+        builder.credential(new StorageSharedKeyCredential(AZURITE_ACCOUNT_NAME_DEFAULT, AZURITE_ACCOUNT_KEY_DEFAULT));
+        builder.endpoint(BLOB_ENDPOINT_PLACEHOLDER);
+        blobServiceClient = builder.buildClient();
         LOGGER.info("Azurite Blob Service client created successfully");
 
         // Generate the SAS token for the SAS test cases
-        TestConstants.sasToken = generateSasToken();
+        sasToken = generateSasToken();
 
         // Create the container and upload some json files
         PREPARE_PLAYGROUND_CONTAINER.run();
@@ -218,6 +227,10 @@
         LOGGER.info("Loading " + OVER_1000_OBJECTS_COUNT + " into " + OVER_1000_OBJECTS_PATH);
         loadLargeNumberOfFiles();
         LOGGER.info("Added " + OVER_1000_OBJECTS_COUNT + " files into " + OVER_1000_OBJECTS_PATH + " successfully");
+
+        LOGGER.info("Adding Parquet files to the bucket");
+        loadParquetFiles();
+        LOGGER.info("Parquet files added successfully");
     }
 
     /**
@@ -322,6 +335,21 @@
         loadGzData(dataBasePath, "", "02.tsv", definition, definitionSegment, false);
     }
 
+    private static void loadParquetFiles() {
+        String dataBasePath = BINARY_GEN_BASEDIR;
+        String definition = PARQUET_DEFINITION;
+
+        // Normal format
+        String definitionSegment = "";
+        loadData(dataBasePath, "", "dummy_tweet.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "id_age.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "id_age-string.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "id_name.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "id_name_comment.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "heterogeneous_1.parquet", definition, definitionSegment, false, false);
+        loadData(dataBasePath, "", "heterogeneous_2.parquet", definition, definitionSegment, false, false);
+    }
+
     private static void loadData(String fileBasePath, String filePathSegment, String filename, String definition,
             String definitionSegment, boolean removeExtension) {
         loadData(fileBasePath, filePathSegment, filename, definition, definitionSegment, removeExtension, true);
@@ -514,6 +542,7 @@
 
     static class AzureTestExecutor extends TestExecutor {
 
+        @Override
         public void executeTestFile(TestCaseContext testCaseCtx, TestFileContext ctx, Map<String, Object> variableCtx,
                 String statement, boolean isDmlRecoveryTest, ProcessBuilder pb, TestCase.CompilationUnit cUnit,
                 MutableInt queryCount, List<TestFileContext> expectedResultFileCtxs, File testFile, String actualPath)
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/BinaryFileConverterUtil.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/BinaryFileConverterUtil.java
new file mode 100644
index 0000000..96a8703
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/BinaryFileConverterUtil.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.external_dataset.parquet;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+
+import org.apache.avro.Schema;
+import org.apache.avro.generic.GenericData.Record;
+import org.apache.hadoop.fs.Path;
+import org.apache.hyracks.api.util.IoUtil;
+import org.kitesdk.data.spi.JsonUtil;
+import org.kitesdk.data.spi.filesystem.JSONFileReader;
+
+import parquet.avro.AvroParquetWriter;
+
+public class BinaryFileConverterUtil {
+    public static final String DEFAULT_PARQUET_SRC_PATH = "data/hdfs/parquet";
+    public static final String BINARY_GEN_BASEDIR = "target" + File.separatorChar + "generated_bin_files";
+
+    //How many records should the schema inference method inspect to infer the schema for parquet files
+    private static final int NUM_OF_RECORDS_SCHEMA = 20;
+
+    private BinaryFileConverterUtil() {
+    }
+
+    public static void cleanBinaryDirectory(File localDataRoot, String binaryFilesPath) throws IOException {
+        File destPath = new File(localDataRoot, binaryFilesPath);
+        //Delete old generated files
+        if (destPath.exists()) {
+            IoUtil.delete(destPath);
+        }
+        //Create new directory
+        Files.createDirectory(Paths.get(destPath.getAbsolutePath()));
+    }
+
+    public static void convertToParquet(File localDataRoot, String src, String dest) throws IOException {
+        File srcPath = new File(localDataRoot, src);
+        File destPath = new File(localDataRoot, dest);
+
+        //Write parquet files
+        File[] listOfFiles = srcPath.listFiles();
+        for (File jsonFile : listOfFiles) {
+            String fileName = jsonFile.getName().substring(0, jsonFile.getName().indexOf(".")) + ".parquet";
+            Path outputPath = new Path(destPath.getAbsolutePath(), fileName);
+            writeParquetFile(jsonFile, outputPath);
+        }
+        //Write parquet example that contains the specialized types
+        ParquetFileExampleGeneratorUtil.writeExample();
+    }
+
+    private static void writeParquetFile(File jsonInputPath, Path parquetOutputPath) throws IOException {
+        FileInputStream schemaInputStream = new FileInputStream(jsonInputPath);
+        FileInputStream jsonInputStream = new FileInputStream(jsonInputPath);
+        //Infer Avro schema
+        Schema inputSchema = JsonUtil.inferSchema(schemaInputStream, "parquet_schema", NUM_OF_RECORDS_SCHEMA);
+        try (JSONFileReader<Record> reader = new JSONFileReader<>(jsonInputStream, inputSchema, Record.class)) {
+            reader.initialize();
+            try (AvroParquetWriter<Record> writer = new AvroParquetWriter<>(parquetOutputPath, inputSchema)) {
+                for (Record record : reader) {
+                    writer.write(record);
+                }
+            }
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/ParquetFileExampleGeneratorUtil.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/ParquetFileExampleGeneratorUtil.java
new file mode 100644
index 0000000..501fb27
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/external_dataset/parquet/ParquetFileExampleGeneratorUtil.java
@@ -0,0 +1,210 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.external_dataset.parquet;
+
+import static org.apache.parquet.hadoop.metadata.CompressionCodecName.UNCOMPRESSED;
+import static org.apache.parquet.schema.MessageTypeParser.parseMessageType;
+
+import java.io.IOException;
+import java.math.BigDecimal;
+import java.time.Duration;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.ZoneOffset;
+import java.util.TimeZone;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AUUIDSerializerDeserializer;
+import org.apache.asterix.om.base.AMutableUUID;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.Path;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.parquet.column.ParquetProperties.WriterVersion;
+import org.apache.parquet.example.data.Group;
+import org.apache.parquet.example.data.simple.NanoTime;
+import org.apache.parquet.example.data.simple.SimpleGroupFactory;
+import org.apache.parquet.hadoop.ParquetWriter;
+import org.apache.parquet.hadoop.example.ExampleParquetWriter;
+import org.apache.parquet.hadoop.example.GroupWriteSupport;
+import org.apache.parquet.hadoop.util.HadoopOutputFile;
+import org.apache.parquet.io.OutputFile;
+import org.apache.parquet.io.PositionOutputStream;
+import org.apache.parquet.io.api.Binary;
+import org.apache.parquet.schema.MessageType;
+
+/**
+ * A generator of a parquet file that contains different specialized type
+ * Adopted from:
+ *
+ * @see <a href="https://github.com/apache/parquet-mr/blob/master/parquet-hadoop/src/test/java/org/apache/parquet/hadoop/TestParquetWriter.java">TestParquetWriter</a>
+ */
+public class ParquetFileExampleGeneratorUtil {
+    //Jan 1st 2022 01:00:00 UTC
+    private static final long TIME_MILLIS = TimeUnit.SECONDS.toMillis(1640998800);
+    private static final int TIME_DAYS = (int) TimeUnit.MILLISECONDS.toDays(TIME_MILLIS);
+    private static final int SINCE_MIDNIGHT_MILLIS = getSecondsSinceMidnight();
+
+    private static final int PST_OFFSET = TimeZone.getTimeZone("PST").getRawOffset();
+    private static final long PST_TIME_MILLIS = TimeUnit.SECONDS.toMillis(1640998800) + PST_OFFSET;
+    private static final int PST_TIME_DAYS = (int) TimeUnit.MILLISECONDS.toDays(PST_TIME_MILLIS);
+    private static final int PST_SINCE_MIDNIGHT_MILLIS = SINCE_MIDNIGHT_MILLIS + PST_OFFSET;
+    private static final int JULIAN_DAY_OF_EPOCH = 2440588;
+
+    private static final String FILE_NAME = "parquetTypes.parquet";
+
+    private static final String SCHEMA = "message test { \n" + "   required boolean boolean_field;\n"
+            + "   required int32 int8_field (INTEGER(8,true));\n"
+            + "   required int32 int16_field (INTEGER(16,true));\n" + "   required int32 int32_field;\n"
+            + "   required int64 int64_field;\n" + "   required int32 uint8_field (INTEGER(8,false));\n"
+            + "   required int32 uint16_field (INTEGER(16,false));\n"
+            + "   required int32 uint32_field (INTEGER(32,false));\n"
+            + "   required int64 uint64_field (INTEGER(64,false));\n"
+            + "   required int64 overflowed_uint64_field (INTEGER(64,false));\n" + "   required float float_field;\n"
+            + "   required double double_field;\n" + "   required int32 decimal32_field (DECIMAL(5, 4));\n"
+            + "   required int64 decimal64_field (DECIMAL(12, 9));\n"
+            + "   required fixed_len_byte_array(10) decimal_fixed80_field (DECIMAL(22,21));\n"
+            + "   required binary decimal_arbitrary_length_field (DECIMAL(22,21));\n"
+            + "   required binary binary_field;\n" + "   required binary string_field (UTF8);\n"
+            + "   required binary enum_field (ENUM);\n" + "   required binary json_field (JSON);\n"
+            + "   required int32 date_field (DATE);\n" + "   required int32 time32_millis_field (TIME(MILLIS, true));\n"
+            + "   required int64 time64_micros_field (TIME(MICROS, true));\n"
+            + "   required int64 time64_nanos_field (TIME(NANOS, true));\n"
+            + "   required int32 time32_millis_pst_field (TIME(MILLIS, false));\n"
+            + "   required int64 time64_micros_pst_field (TIME(MICROS, false));\n"
+            + "   required int64 time64_nanos_pst_field (TIME(NANOS, false));\n"
+            + "   required int64 timestamp64_millis_field (TIMESTAMP(MILLIS, true));\n"
+            + "   required int64 timestamp64_micros_field (TIMESTAMP(MICROS, true));\n"
+            + "   required int64 timestamp64_nanos_field (TIMESTAMP(NANOS, true));\n"
+            + "   required int64 timestamp64_millis_pst_field (TIMESTAMP(MILLIS, false));\n"
+            + "   required int64 timestamp64_micros_pst_field (TIMESTAMP(MICROS, false));\n"
+            + "   required int64 timestamp64_nanos_pst_field (TIMESTAMP(NANOS, false));\n"
+            + "   required int96 timestamp96_field;\n" + "   required fixed_len_byte_array(16) uuid_field (UUID);"
+            + "     required group mapField (MAP) {\n" + "   repeated group key_value {\n"
+            + "     required int32 key;\n" + "     required int32 value;\n" + "   }\n" + " }" + "}";
+
+    private ParquetFileExampleGeneratorUtil() {
+    }
+
+    public static void writeExample() throws IOException {
+        Configuration conf = new Configuration();
+        Path root = new Path(BinaryFileConverterUtil.BINARY_GEN_BASEDIR);
+        MessageType schema = parseMessageType(SCHEMA);
+        GroupWriteSupport.setSchema(schema, conf);
+        Path file = new Path(root, FILE_NAME);
+        ParquetWriter<Group> writer = ExampleParquetWriter.builder(new TestOutputFile(file, conf))
+                .withCompressionCodec(UNCOMPRESSED).withRowGroupSize(1024).withPageSize(1024)
+                .withDictionaryPageSize(512).enableDictionaryEncoding().withValidation(false)
+                .withWriterVersion(WriterVersion.PARQUET_2_0).withConf(conf).build();
+        SimpleGroupFactory groupFactory = new SimpleGroupFactory(schema);
+        Group message = groupFactory.newGroup().append("boolean_field", true).append("int8_field", 8)
+                .append("int16_field", 16).append("int32_field", 32).append("int64_field", 64L)
+                .append("uint8_field", Byte.MAX_VALUE + 1).append("uint16_field", Short.MAX_VALUE + 1)
+                .append("uint32_field", Integer.MAX_VALUE + 1).append("uint64_field", 151L)
+                .append("overflowed_uint64_field", Long.MAX_VALUE + 1).append("float_field", 1.0F)
+                .append("double_field", 1.0D).append("decimal32_field", getDecimal32())
+                .append("decimal64_field", getDecimal64()).append("decimal_fixed80_field", getDecimal80())
+                .append("decimal_arbitrary_length_field", getDecimal80()).append("binary_field", createConstantBinary())
+                .append("string_field", "stringVal").append("enum_field", "enumVal").append("json_field", "[1,2,3]")
+                .append("date_field", TIME_DAYS).append("time32_millis_field", SINCE_MIDNIGHT_MILLIS)
+                .append("time64_micros_field", TimeUnit.MILLISECONDS.toMicros(SINCE_MIDNIGHT_MILLIS))
+                .append("time64_nanos_field", TimeUnit.MILLISECONDS.toNanos(SINCE_MIDNIGHT_MILLIS))
+                .append("time32_millis_pst_field", PST_SINCE_MIDNIGHT_MILLIS)
+                .append("time64_micros_pst_field", TimeUnit.MILLISECONDS.toMicros(PST_SINCE_MIDNIGHT_MILLIS))
+                .append("time64_nanos_pst_field", TimeUnit.MILLISECONDS.toNanos(PST_SINCE_MIDNIGHT_MILLIS))
+                .append("timestamp64_millis_field", TIME_MILLIS)
+                .append("timestamp64_micros_field", TimeUnit.MILLISECONDS.toMicros(TIME_MILLIS))
+                .append("timestamp64_nanos_field", TimeUnit.MILLISECONDS.toNanos(TIME_MILLIS))
+                .append("timestamp64_millis_pst_field", PST_TIME_MILLIS)
+                .append("timestamp64_micros_pst_field", TimeUnit.MILLISECONDS.toMicros(PST_TIME_MILLIS))
+                .append("timestamp64_nanos_pst_field", TimeUnit.MILLISECONDS.toNanos(PST_TIME_MILLIS))
+                .append("timestamp96_field",
+                        new NanoTime(PST_TIME_DAYS + JULIAN_DAY_OF_EPOCH,
+                                TimeUnit.MILLISECONDS.toNanos(PST_SINCE_MIDNIGHT_MILLIS)))
+                .append("uuid_field", createUUIDBinary());
+        Group mapField = message.addGroup("mapField");
+        mapField.addGroup("key_value").append("key", 1).append("value", 1);
+        writer.write(message);
+        writer.close();
+    }
+
+    private static int getSecondsSinceMidnight() {
+        Instant instant = Instant.ofEpochMilli(TIME_MILLIS);
+        Instant midnight = LocalDate.ofInstant(instant, ZoneOffset.UTC).atStartOfDay().toInstant(ZoneOffset.UTC);
+        return (int) Duration.between(midnight, instant).toMillis();
+    }
+
+    private static int getDecimal32() {
+        BigDecimal decimal = new BigDecimal("1.1000");
+        return decimal.unscaledValue().intValue();
+    }
+
+    private static long getDecimal64() {
+        BigDecimal decimal = new BigDecimal("154.000000001");
+        return decimal.unscaledValue().longValue();
+    }
+
+    private static Binary getDecimal80() {
+        BigDecimal decimal = new BigDecimal("9.223372036854775800001");
+        return Binary.fromConstantByteArray(decimal.unscaledValue().toByteArray());
+    }
+
+    private static Binary createConstantBinary() {
+        byte[] binaryBytes = { 0x00, 0x01, 0x02 };
+        return Binary.fromConstantByteArray(binaryBytes);
+    }
+
+    private static Binary createUUIDBinary() throws HyracksDataException {
+        char[] digit = "123e4567-e89b-12d3-a456-426614174000".toCharArray();
+        AMutableUUID uuid = new AMutableUUID();
+        uuid.parseUUIDString(digit, 0, digit.length);
+        ArrayBackedValueStorage storage = new ArrayBackedValueStorage();
+        AUUIDSerializerDeserializer.INSTANCE.serialize(uuid, storage.getDataOutput());
+        return Binary.fromConstantByteArray(storage.getByteArray(), 0, storage.getLength());
+    }
+
+    private static class TestOutputFile implements OutputFile {
+
+        private final OutputFile outputFile;
+
+        TestOutputFile(Path path, Configuration conf) throws IOException {
+            outputFile = HadoopOutputFile.fromPath(path, conf);
+        }
+
+        @Override
+        public PositionOutputStream create(long blockSizeHint) throws IOException {
+            return outputFile.create(blockSizeHint);
+        }
+
+        @Override
+        public PositionOutputStream createOrOverwrite(long blockSizeHint) throws IOException {
+            return outputFile.createOrOverwrite(blockSizeHint);
+        }
+
+        @Override
+        public boolean supportsBlockSize() {
+            return outputFile.supportsBlockSize();
+        }
+
+        @Override
+        public long defaultBlockSize() {
+            return outputFile.defaultBlockSize();
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonLogicalPlanTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonLogicalPlanTest.java
index 28fca9c..65cbb9e 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonLogicalPlanTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonLogicalPlanTest.java
@@ -26,38 +26,22 @@
 import java.io.PrintWriter;
 import java.io.StringReader;
 import java.nio.charset.StandardCharsets;
-import java.util.ArrayList;
 import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
 import java.util.Map;
 
-import org.apache.asterix.api.common.AsterixHyracksIntegrationUtil;
 import org.apache.asterix.api.java.AsterixJavaClient;
-import org.apache.asterix.app.translator.DefaultStatementExecutorFactory;
-import org.apache.asterix.common.config.GlobalConfig;
-import org.apache.asterix.common.context.IStorageComponentProvider;
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.compiler.provider.ILangCompilationProvider;
-import org.apache.asterix.compiler.provider.SqlppCompilationProvider;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.asterix.external.util.IdentitiyResolverFactory;
-import org.apache.asterix.file.StorageComponentProvider;
 import org.apache.asterix.om.base.IAObject;
-import org.apache.asterix.test.base.AsterixTestHelper;
-import org.apache.asterix.test.common.TestHelper;
-import org.apache.asterix.test.runtime.HDFSCluster;
+import org.apache.asterix.test.optimizer.AbstractOptimizerTest;
 import org.apache.asterix.translator.ExecutionPlans;
-import org.apache.asterix.translator.IStatementExecutorFactory;
 import org.apache.asterix.translator.SessionConfig.PlanFormat;
 import org.apache.commons.io.FileUtils;
 import org.apache.hyracks.api.client.IHyracksClientConnection;
-import org.apache.logging.log4j.LogManager;
-import org.apache.logging.log4j.Logger;
-import org.junit.AfterClass;
-import org.junit.Assume;
-import org.junit.BeforeClass;
 import org.junit.Test;
-import org.junit.internal.AssumptionViolatedException;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
 import org.junit.runners.Parameterized.Parameters;
@@ -67,177 +51,82 @@
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 @RunWith(Parameterized.class)
-public class JsonLogicalPlanTest {
+public class JsonLogicalPlanTest extends AbstractOptimizerTest {
 
-    private static final Logger LOGGER = LogManager.getLogger();
     private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
     static {
         OBJECT_MAPPER.enable(DeserializationFeature.FAIL_ON_READING_DUP_TREE_KEY);
         OBJECT_MAPPER.enable(DeserializationFeature.FAIL_ON_TRAILING_TOKENS);
     }
 
-    protected static final String SEPARATOR = File.separator;
-    private static final String EXTENSION_SQLPP = "sqlpp";
-    private static final String EXTENSION_RESULT = "plan.json";
-    private static final String FILENAME_IGNORE = "ignore.txt";
-    private static final String FILENAME_ONLY = "only.txt";
-    private static final String PATH_BASE =
-            "src" + SEPARATOR + "test" + SEPARATOR + "resources" + SEPARATOR + "optimizerts" + SEPARATOR;
-    private static final String PATH_QUERIES = PATH_BASE + "queries" + SEPARATOR;
-    protected static String PATH_ACTUAL = "target" + File.separator + "jplantest" + SEPARATOR;
     protected static boolean optimized = false;
 
-    private static final ArrayList<String> ignore = AsterixTestHelper.readTestListFile(FILENAME_IGNORE, PATH_BASE);
-    private static final ArrayList<String> only = AsterixTestHelper.readTestListFile(FILENAME_ONLY, PATH_BASE);
-    protected static final String TEST_CONFIG_FILE_NAME = "src/main/resources/cc.conf";
-    private static final ILangCompilationProvider sqlppCompilationProvider = new SqlppCompilationProvider();
-    protected static ILangCompilationProvider extensionLangCompilationProvider = null;
-    protected static IStatementExecutorFactory statementExecutorFactory = new DefaultStatementExecutorFactory();
-    protected static IStorageComponentProvider storageComponentProvider = new StorageComponentProvider();
-
-    protected static AsterixHyracksIntegrationUtil integrationUtil = new AsterixHyracksIntegrationUtil();
-
-    @BeforeClass
-    public static void setUp() throws Exception {
-        System.setProperty(GlobalConfig.CONFIG_FILE_PROPERTY, TEST_CONFIG_FILE_NAME);
-        final File outdir = new File(PATH_ACTUAL);
-        outdir.mkdirs();
-
-        HDFSCluster.getInstance().setup();
-
-        integrationUtil.init(true, TEST_CONFIG_FILE_NAME);
-        // Set the node resolver to be the identity resolver that expects node names
-        // to be node controller ids; a valid assumption in test environment.
-        System.setProperty(ExternalDataConstants.NODE_RESOLVER_FACTORY_PROPERTY,
-                IdentitiyResolverFactory.class.getName());
-    }
-
-    @AfterClass
-    public static void tearDown() throws Exception {
-        File outdir = new File(PATH_ACTUAL);
-        File[] files = outdir.listFiles();
-        if (files == null || files.length == 0) {
-            outdir.delete();
-        }
-
-        HDFSCluster.getInstance().cleanup();
-
-        integrationUtil.deinit(true);
-    }
-
-    private static void suiteBuildPerFile(File file, Collection<Object[]> testArgs, String path) {
-        if (file.isDirectory() && !file.getName().startsWith(".")) {
-            for (File innerfile : file.listFiles()) {
-                String subdir = innerfile.isDirectory() ? path + innerfile.getName() + SEPARATOR : path;
-                suiteBuildPerFile(innerfile, testArgs, subdir);
-            }
-        }
-        if (file.isFile() && file.getName().endsWith(EXTENSION_SQLPP)) {
-            String resultFileName = AsterixTestHelper.extToResExt(file.getName(), EXTENSION_RESULT);
-            File actualFile = new File(PATH_ACTUAL + SEPARATOR + path + resultFileName);
-            testArgs.add(new Object[] { file, actualFile });
-        }
+    static {
+        EXTENSION_RESULT = "plan.json";
+        PATH_ACTUAL = "target" + File.separator + "jplantest" + SEPARATOR;
     }
 
     @Parameters(name = "JsonLogicalPlanTest {index}: {0}")
     public static Collection<Object[]> tests() {
-        Collection<Object[]> testArgs = new ArrayList<>();
-        if (only.isEmpty()) {
-            suiteBuildPerFile(new File(PATH_QUERIES), testArgs, "");
-        } else {
-            for (String path : only) {
-                suiteBuildPerFile(new File(PATH_QUERIES + path), testArgs,
-                        path.lastIndexOf(SEPARATOR) < 0 ? "" : path.substring(0, path.lastIndexOf(SEPARATOR) + 1));
-            }
-        }
-        return testArgs;
+        return AbstractOptimizerTest.tests();
     }
 
-    private final File actualFile;
-    private final File queryFile;
-
-    public JsonLogicalPlanTest(final File queryFile, final File actualFile) {
-        this.queryFile = queryFile;
-        this.actualFile = actualFile;
+    public JsonLogicalPlanTest(final File queryFile, final File expectedFile, final File actualFile) {
+        super(queryFile, expectedFile, actualFile);
     }
 
     @Test
     public void test() throws Exception {
-        try {
-            String queryFileShort =
-                    queryFile.getPath().substring(PATH_QUERIES.length()).replace(SEPARATOR.charAt(0), '/');
-            if (!only.isEmpty()) {
-                boolean toRun = TestHelper.isInPrefixList(only, queryFileShort);
-                if (!toRun) {
-                    LOGGER.info("SKIP TEST: \"" + queryFile.getPath()
-                            + "\" \"only.txt\" not empty and not in \"only.txt\".");
+        super.test();
+    }
+
+    @Override
+    protected void runAndCompare(String query, ILangCompilationProvider provider, Map<String, IAObject> queryParams,
+            IHyracksClientConnection hcc, List<String> linesExpected) throws Exception {
+        FileUtils.writeStringToFile(actualFile, "", StandardCharsets.UTF_8);
+        String planStr;
+        try (PrintWriter plan = new PrintWriter(actualFile)) {
+            AsterixJavaClient asterix = new AsterixJavaClient(
+                    (ICcApplicationContext) integrationUtil.cc.getApplicationContext(), hcc, new StringReader(query),
+                    plan, provider, statementExecutorFactory, storageComponentProvider);
+            asterix.setStatementParameters(queryParams);
+            asterix.compile(true, false, !optimized, optimized, false, false, false, PlanFormat.JSON);
+            ExecutionPlans executionPlans = asterix.getExecutionPlans();
+            planStr = optimized ? executionPlans.getOptimizedLogicalPlan() : executionPlans.getLogicalPlan();
+            plan.write(planStr);
+        } catch (AsterixException e) {
+            throw new Exception("Compile ERROR for " + queryFile + ": " + e.getMessage(), e);
+        }
+
+        BufferedReader readerActual =
+                new BufferedReader(new InputStreamReader(new FileInputStream(actualFile), "UTF-8"));
+        String lineActual, objectActual = "";
+        boolean firstPlan = false;
+        while ((lineActual = readerActual.readLine()) != null) {
+            if (lineActual.contains("--")) {
+                if (firstPlan) {
+                    break;
                 }
-                Assume.assumeTrue(toRun);
-            }
-            boolean skipped = TestHelper.isInPrefixList(ignore, queryFileShort);
-            if (skipped) {
-                LOGGER.info("SKIP TEST: \"" + queryFile.getPath() + "\" in \"ignore.txt\".");
-            }
-            Assume.assumeTrue(!skipped);
+                firstPlan = true;
 
-            LOGGER.info("RUN TEST: \"" + queryFile.getPath() + "\"");
-            String query = FileUtils.readFileToString(queryFile, StandardCharsets.UTF_8);
-            Map<String, IAObject> queryParams = TestHelper.readStatementParameters(query);
-
-            // Forces the creation of actualFile.
-            actualFile.getParentFile().mkdirs();
-
-            ILangCompilationProvider provider = sqlppCompilationProvider;
-            if (extensionLangCompilationProvider != null) {
-                provider = extensionLangCompilationProvider;
-            }
-            IHyracksClientConnection hcc = integrationUtil.getHyracksClientConnection();
-            String planStr;
-            try (PrintWriter plan = new PrintWriter(actualFile)) {
-                AsterixJavaClient asterix = new AsterixJavaClient(
-                        (ICcApplicationContext) integrationUtil.cc.getApplicationContext(), hcc,
-                        new StringReader(query), plan, provider, statementExecutorFactory, storageComponentProvider);
-                asterix.setStatementParameters(queryParams);
-                asterix.compile(true, false, !optimized, optimized, false, false, false, PlanFormat.JSON);
-                ExecutionPlans executionPlans = asterix.getExecutionPlans();
-                planStr = optimized ? executionPlans.getOptimizedLogicalPlan() : executionPlans.getLogicalPlan();
-                plan.write(planStr);
-            } catch (AsterixException e) {
-                throw new Exception("Compile ERROR for " + queryFile + ": " + e.getMessage(), e);
-            }
-
-            BufferedReader readerActual =
-                    new BufferedReader(new InputStreamReader(new FileInputStream(actualFile), "UTF-8"));
-            String lineActual, objectActual = "";
-            boolean firstPlan = false;
-            while ((lineActual = readerActual.readLine()) != null) {
-                if (lineActual.contains("--")) {
-                    if (firstPlan) {
-                        break;
-                    }
-                    firstPlan = true;
-
-                } else {
-                    objectActual = objectActual + lineActual;
-                }
-            }
-
-            try {
-                JsonNode jsonNode = OBJECT_MAPPER.readTree(planStr);
-                if (jsonNode == null || !jsonNode.isObject()) {
-                    throw new Exception("ERROR: No JSON plan or plan is malformed!");
-                }
-            } finally {
-                readerActual.close();
-            }
-
-        } catch (Exception e) {
-            if (!(e instanceof AssumptionViolatedException)) {
-                LOGGER.error("Test \"" + queryFile.getPath() + "\" FAILED!");
-                throw new Exception("Test \"" + queryFile.getPath() + "\" FAILED!", e);
             } else {
-                throw e;
+                objectActual = objectActual + lineActual;
             }
         }
+
+        try {
+            JsonNode jsonNode = OBJECT_MAPPER.readTree(planStr);
+            if (jsonNode == null || !jsonNode.isObject()) {
+                throw new Exception("ERROR: No JSON plan or plan is malformed!");
+            }
+        } finally {
+            readerActual.close();
+        }
+    }
+
+    @Override
+    protected List<String> getExpectedLines() {
+        // this test only checks the produced result is valid, so no expected results
+        return Collections.emptyList();
     }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonOptimizedLogicalPlanTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonOptimizedLogicalPlanTest.java
index b1fe529..7f78743 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonOptimizedLogicalPlanTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/jsonplan/JsonOptimizedLogicalPlanTest.java
@@ -20,16 +20,27 @@
 package org.apache.asterix.test.jsonplan;
 
 import java.io.File;
+import java.util.Collection;
 
+import org.apache.asterix.test.optimizer.AbstractOptimizerTest;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
 
 @RunWith(Parameterized.class)
 public class JsonOptimizedLogicalPlanTest extends JsonLogicalPlanTest {
 
-    public JsonOptimizedLogicalPlanTest(File queryFile, File actualFile) {
-        super(queryFile, actualFile);
+    static {
+        EXTENSION_RESULT = "plan.json";
         optimized = true;
         PATH_ACTUAL = "target" + File.separator + "joptplantest" + SEPARATOR;
     }
+
+    public JsonOptimizedLogicalPlanTest(File queryFile, File expectedFile, File actualFile) {
+        super(queryFile, expectedFile, actualFile);
+    }
+
+    @Parameterized.Parameters(name = "JsonOptimizedLogicalPlanTest {index}: {0}")
+    public static Collection<Object[]> tests() {
+        return AbstractOptimizerTest.tests();
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/AbstractOptimizerTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/AbstractOptimizerTest.java
new file mode 100644
index 0000000..0fba54b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/AbstractOptimizerTest.java
@@ -0,0 +1,237 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.optimizer;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+import org.apache.asterix.api.common.AsterixHyracksIntegrationUtil;
+import org.apache.asterix.app.translator.DefaultStatementExecutorFactory;
+import org.apache.asterix.common.config.GlobalConfig;
+import org.apache.asterix.common.context.IStorageComponentProvider;
+import org.apache.asterix.compiler.provider.ILangCompilationProvider;
+import org.apache.asterix.compiler.provider.SqlppCompilationProvider;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.IdentitiyResolverFactory;
+import org.apache.asterix.file.StorageComponentProvider;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.test.base.AsterixTestHelper;
+import org.apache.asterix.test.common.TestHelper;
+import org.apache.asterix.test.runtime.HDFSCluster;
+import org.apache.asterix.translator.IStatementExecutorFactory;
+import org.apache.commons.io.FileUtils;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.junit.AfterClass;
+import org.junit.Assume;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.internal.AssumptionViolatedException;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+public abstract class AbstractOptimizerTest {
+
+    private static final Logger LOGGER = LogManager.getLogger();
+
+    protected static final String SEPARATOR = File.separator;
+    protected static final String EXTENSION_SQLPP = "sqlpp";
+    protected static String EXTENSION_RESULT;
+    protected static final String FILENAME_IGNORE = "ignore.txt";
+    protected static final String FILENAME_ONLY = "only.txt";
+    protected static final String PATH_BASE =
+            "src" + SEPARATOR + "test" + SEPARATOR + "resources" + SEPARATOR + "optimizerts" + SEPARATOR;
+    protected static final String PATH_QUERIES = PATH_BASE + "queries" + SEPARATOR;
+    protected static final String PATH_EXPECTED = PATH_BASE + "results" + SEPARATOR;
+    protected static String PATH_ACTUAL;
+
+    protected static final ArrayList<String> ignore = AsterixTestHelper.readTestListFile(FILENAME_IGNORE, PATH_BASE);
+    protected static final ArrayList<String> only = AsterixTestHelper.readTestListFile(FILENAME_ONLY, PATH_BASE);
+    protected static final String TEST_CONFIG_FILE_NAME = "src/main/resources/cc.conf";
+    protected static final ILangCompilationProvider sqlppCompilationProvider = new SqlppCompilationProvider();
+    protected static ILangCompilationProvider extensionLangCompilationProvider = null;
+    protected static IStatementExecutorFactory statementExecutorFactory = new DefaultStatementExecutorFactory();
+    protected static IStorageComponentProvider storageComponentProvider = new StorageComponentProvider();
+    protected static AsterixHyracksIntegrationUtil integrationUtil = new AsterixHyracksIntegrationUtil();
+
+    private static final String REPEAT_EXEC = "repeat_exec:(.*)";
+    private static final Pattern PATTERN_REPEAT_EXEC = Pattern.compile(REPEAT_EXEC);
+    private static final ObjectMapper MAPPER = new ObjectMapper();
+
+    @BeforeClass
+    public static void setUp() throws Exception {
+        System.setProperty(GlobalConfig.CONFIG_FILE_PROPERTY, TEST_CONFIG_FILE_NAME);
+        final File outdir = new File(PATH_ACTUAL);
+        outdir.mkdirs();
+
+        HDFSCluster.getInstance().setup();
+
+        integrationUtil.init(true, TEST_CONFIG_FILE_NAME);
+        // Set the node resolver to be the identity resolver that expects node names
+        // to be node controller ids; a valid assumption in test environment.
+        System.setProperty(ExternalDataConstants.NODE_RESOLVER_FACTORY_PROPERTY,
+                IdentitiyResolverFactory.class.getName());
+    }
+
+    @AfterClass
+    public static void tearDown() throws Exception {
+        File outdir = new File(PATH_ACTUAL);
+        File[] files = outdir.listFiles();
+        if (files == null || files.length == 0) {
+            outdir.delete();
+        }
+
+        HDFSCluster.getInstance().cleanup();
+
+        integrationUtil.deinit(true);
+    }
+
+    private static void suiteBuildPerFile(File file, Collection<Object[]> testArgs, String path) {
+        if (file.isDirectory() && !file.getName().startsWith(".")) {
+            File[] files = file.listFiles();
+            Arrays.sort(files);
+            for (File innerfile : files) {
+                String subdir = innerfile.isDirectory() ? path + innerfile.getName() + SEPARATOR : path;
+                suiteBuildPerFile(innerfile, testArgs, subdir);
+            }
+        }
+        if (file.isFile() && file.getName().endsWith(EXTENSION_SQLPP)) {
+            String resultFileName = AsterixTestHelper.extToResExt(file.getName(), EXTENSION_RESULT);
+            File expectedFile = new File(PATH_EXPECTED + path + resultFileName);
+            File actualFile = new File(PATH_ACTUAL + SEPARATOR + path + resultFileName);
+            testArgs.add(new Object[] { file, expectedFile, actualFile });
+        }
+    }
+
+    protected static Collection<Object[]> tests() {
+        Collection<Object[]> testArgs = new ArrayList<>();
+        if (only.isEmpty()) {
+            suiteBuildPerFile(new File(PATH_QUERIES), testArgs, "");
+        } else {
+            for (String path : only) {
+                suiteBuildPerFile(new File(PATH_QUERIES + path), testArgs,
+                        path.lastIndexOf(SEPARATOR) < 0 ? "" : path.substring(0, path.lastIndexOf(SEPARATOR) + 1));
+            }
+        }
+        return testArgs;
+    }
+
+    protected final File actualFile;
+    protected final File expectedFile;
+    protected final File queryFile;
+
+    public AbstractOptimizerTest(final File queryFile, final File expectedFile, final File actualFile) {
+        this.queryFile = queryFile;
+        this.expectedFile = expectedFile;
+        this.actualFile = actualFile;
+    }
+
+    protected abstract void runAndCompare(String query, ILangCompilationProvider provider,
+            Map<String, IAObject> queryParams, IHyracksClientConnection hcc, List<String> linesExpected)
+            throws Exception;
+
+    protected abstract List<String> getExpectedLines() throws IOException;
+
+    @Test
+    public void test() throws Exception {
+        try {
+            String queryFileShort =
+                    queryFile.getPath().substring(PATH_QUERIES.length()).replace(SEPARATOR.charAt(0), '/');
+            if (!only.isEmpty()) {
+                boolean toRun = TestHelper.isInPrefixList(only, queryFileShort);
+                if (!toRun) {
+                    LOGGER.info("SKIP TEST: \"" + queryFile.getPath()
+                            + "\" \"only.txt\" not empty and not in \"only.txt\".");
+                }
+                Assume.assumeTrue(toRun);
+            }
+            boolean skipped = TestHelper.isInPrefixList(ignore, queryFileShort);
+            if (skipped) {
+                LOGGER.info("SKIP TEST: \"" + queryFile.getPath() + "\" in \"ignore.txt\".");
+            }
+            Assume.assumeTrue(!skipped);
+
+            LOGGER.info("RUN TEST: \"" + queryFile.getPath() + "\"");
+            String query = FileUtils.readFileToString(queryFile, StandardCharsets.UTF_8);
+            Map<String, IAObject> queryParams = TestHelper.readStatementParameters(query);
+            Matcher matcher = PATTERN_REPEAT_EXEC.matcher(query);
+            boolean repeat = false;
+            String placeholder = null;
+            JsonNode substitutions = null;
+            if (matcher.find()) {
+                repeat = true;
+                String placeholderSubstitutions = matcher.group(1);
+                String[] split = placeholderSubstitutions.split("=", 2);
+                placeholder = split[0].trim();
+                substitutions = MAPPER.readTree(split[1]);
+            }
+
+            LOGGER.info("ACTUAL RESULT FILE: " + actualFile.getAbsolutePath());
+
+            // Forces the creation of actualFile.
+            actualFile.getParentFile().mkdirs();
+
+            ILangCompilationProvider provider = sqlppCompilationProvider;
+            if (extensionLangCompilationProvider != null) {
+                provider = extensionLangCompilationProvider;
+            }
+            IHyracksClientConnection hcc = integrationUtil.getHyracksClientConnection();
+            List<String> linesExpected = getExpectedLines();
+            if (repeat) {
+                runAndRepeat(placeholder, substitutions, query, provider, queryParams, hcc, linesExpected);
+            } else {
+                runAndCompare(query, provider, queryParams, hcc, linesExpected);
+            }
+
+            LOGGER.info("Test \"" + queryFile.getPath() + "\" PASSED!");
+            actualFile.delete();
+        } catch (Exception e) {
+            if (!(e instanceof AssumptionViolatedException)) {
+                LOGGER.error("Test \"" + queryFile.getPath() + "\" FAILED!");
+                throw new Exception("Test \"" + queryFile.getPath() + "\" FAILED!", e);
+            } else {
+                throw e;
+            }
+        }
+    }
+
+    private void runAndRepeat(String placeholder, JsonNode substitutions, String query,
+            ILangCompilationProvider provider, Map<String, IAObject> queryParams, IHyracksClientConnection hcc,
+            List<String> linesExpected) throws Exception {
+        if (substitutions.isArray()) {
+            for (int i = 0, size = substitutions.size(); i < size; i++) {
+                String substitute = substitutions.get(i).asText();
+                String newQuery = query.replaceAll(placeholder, substitute);
+                runAndCompare(newQuery, provider, queryParams, hcc, linesExpected);
+            }
+        } else {
+            runAndCompare(query, provider, queryParams, hcc, linesExpected);
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/OptimizerTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/OptimizerTest.java
index dbf8f2c..a89585d 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/OptimizerTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/optimizer/OptimizerTest.java
@@ -19,12 +19,11 @@
 package org.apache.asterix.test.optimizer;
 
 import java.io.File;
+import java.io.IOException;
 import java.io.PrintWriter;
 import java.io.StringReader;
 import java.nio.charset.StandardCharsets;
 import java.nio.file.Files;
-import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collection;
 import java.util.Iterator;
 import java.util.List;
@@ -32,31 +31,14 @@
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
-import org.apache.asterix.api.common.AsterixHyracksIntegrationUtil;
 import org.apache.asterix.api.java.AsterixJavaClient;
-import org.apache.asterix.app.translator.DefaultStatementExecutorFactory;
-import org.apache.asterix.common.context.IStorageComponentProvider;
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.compiler.provider.ILangCompilationProvider;
-import org.apache.asterix.compiler.provider.SqlppCompilationProvider;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.asterix.external.util.IdentitiyResolverFactory;
-import org.apache.asterix.file.StorageComponentProvider;
 import org.apache.asterix.om.base.IAObject;
-import org.apache.asterix.test.base.AsterixTestHelper;
-import org.apache.asterix.test.common.TestHelper;
-import org.apache.asterix.test.runtime.HDFSCluster;
-import org.apache.asterix.translator.IStatementExecutorFactory;
 import org.apache.commons.io.FileUtils;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.client.IHyracksClientConnection;
-import org.apache.logging.log4j.LogManager;
-import org.apache.logging.log4j.Logger;
-import org.junit.AfterClass;
-import org.junit.Assume;
-import org.junit.BeforeClass;
 import org.junit.Test;
-import org.junit.internal.AssumptionViolatedException;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
 import org.junit.runners.Parameterized.Parameters;
@@ -67,183 +49,76 @@
  * query by setting the property (append the test case name with "_ps")
  */
 @RunWith(Parameterized.class)
-public class OptimizerTest {
-
-    private static final Logger LOGGER = LogManager.getLogger();
-
-    private static final String SEPARATOR = File.separator;
-    private static final String EXTENSION_SQLPP = "sqlpp";
-    private static final String EXTENSION_RESULT = "plan";
-    private static final String FILENAME_IGNORE = "ignore.txt";
-    private static final String FILENAME_ONLY = "only.txt";
-    private static final String PATH_BASE =
-            "src" + SEPARATOR + "test" + SEPARATOR + "resources" + SEPARATOR + "optimizerts" + SEPARATOR;
-    private static final String PATH_QUERIES = PATH_BASE + "queries" + SEPARATOR;
-    private static final String PATH_EXPECTED = PATH_BASE + "results" + SEPARATOR;
-    protected static final String PATH_ACTUAL = "target" + File.separator + "opttest" + SEPARATOR;
-
-    private static final ArrayList<String> ignore = AsterixTestHelper.readTestListFile(FILENAME_IGNORE, PATH_BASE);
-    private static final ArrayList<String> only = AsterixTestHelper.readTestListFile(FILENAME_ONLY, PATH_BASE);
-    protected static final String TEST_CONFIG_FILE_NAME = "src/main/resources/cc.conf";
-    private static final ILangCompilationProvider sqlppCompilationProvider = new SqlppCompilationProvider();
-    protected static ILangCompilationProvider extensionLangCompilationProvider = null;
-    protected static IStatementExecutorFactory statementExecutorFactory = new DefaultStatementExecutorFactory();
-    protected static IStorageComponentProvider storageComponentProvider = new StorageComponentProvider();
-
-    protected static AsterixHyracksIntegrationUtil integrationUtil = new AsterixHyracksIntegrationUtil();
+public class OptimizerTest extends AbstractOptimizerTest {
 
     private static final String PATTERN_VAR_ID_PREFIX = "\\$\\$";
     private static final Pattern PATTERN_VAR_ID = Pattern.compile(PATTERN_VAR_ID_PREFIX + "(\\d+)");
 
-    @BeforeClass
-    public static void setUp() throws Exception {
-        final File outdir = new File(PATH_ACTUAL);
-        outdir.mkdirs();
-
-        HDFSCluster.getInstance().setup();
-
-        integrationUtil.init(true, TEST_CONFIG_FILE_NAME);
-        // Set the node resolver to be the identity resolver that expects node names
-        // to be node controller ids; a valid assumption in test environment.
-        System.setProperty(ExternalDataConstants.NODE_RESOLVER_FACTORY_PROPERTY,
-                IdentitiyResolverFactory.class.getName());
-    }
-
-    @AfterClass
-    public static void tearDown() throws Exception {
-        File outdir = new File(PATH_ACTUAL);
-        File[] files = outdir.listFiles();
-        if (files == null || files.length == 0) {
-            outdir.delete();
-        }
-
-        HDFSCluster.getInstance().cleanup();
-
-        integrationUtil.deinit(true);
-    }
-
-    private static void suiteBuildPerFile(File file, Collection<Object[]> testArgs, String path) {
-        if (file.isDirectory() && !file.getName().startsWith(".")) {
-            File[] files = file.listFiles();
-            Arrays.sort(files);
-            for (File innerfile : files) {
-                String subdir = innerfile.isDirectory() ? path + innerfile.getName() + SEPARATOR : path;
-                suiteBuildPerFile(innerfile, testArgs, subdir);
-            }
-        }
-        if (file.isFile() && file.getName().endsWith(EXTENSION_SQLPP)) {
-            String resultFileName = AsterixTestHelper.extToResExt(file.getName(), EXTENSION_RESULT);
-            File expectedFile = new File(PATH_EXPECTED + path + resultFileName);
-            File actualFile = new File(PATH_ACTUAL + SEPARATOR + path + resultFileName);
-            testArgs.add(new Object[] { file, expectedFile, actualFile });
-        }
+    static {
+        EXTENSION_RESULT = "plan";
+        PATH_ACTUAL = "target" + File.separator + "opttest" + SEPARATOR;
     }
 
     @Parameters(name = "OptimizerTest {index}: {0}")
     public static Collection<Object[]> tests() {
-        Collection<Object[]> testArgs = new ArrayList<>();
-        if (only.isEmpty()) {
-            suiteBuildPerFile(new File(PATH_QUERIES), testArgs, "");
-        } else {
-            for (String path : only) {
-                suiteBuildPerFile(new File(PATH_QUERIES + path), testArgs,
-                        path.lastIndexOf(SEPARATOR) < 0 ? "" : path.substring(0, path.lastIndexOf(SEPARATOR) + 1));
-            }
-        }
-        return testArgs;
+        return AbstractOptimizerTest.tests();
     }
 
-    private final File actualFile;
-    private final File expectedFile;
-    private final File queryFile;
-
     public OptimizerTest(final File queryFile, final File expectedFile, final File actualFile) {
-        this.queryFile = queryFile;
-        this.expectedFile = expectedFile;
-        this.actualFile = actualFile;
+        super(queryFile, expectedFile, actualFile);
     }
 
     @Test
     public void test() throws Exception {
-        try {
-            String queryFileShort =
-                    queryFile.getPath().substring(PATH_QUERIES.length()).replace(SEPARATOR.charAt(0), '/');
-            if (!only.isEmpty()) {
-                boolean toRun = TestHelper.isInPrefixList(only, queryFileShort);
-                if (!toRun) {
-                    LOGGER.info("SKIP TEST: \"" + queryFile.getPath()
-                            + "\" \"only.txt\" not empty and not in \"only.txt\".");
-                }
-                Assume.assumeTrue(toRun);
-            }
-            boolean skipped = TestHelper.isInPrefixList(ignore, queryFileShort);
-            if (skipped) {
-                LOGGER.info("SKIP TEST: \"" + queryFile.getPath() + "\" in \"ignore.txt\".");
-            }
-            Assume.assumeTrue(!skipped);
+        super.test();
+    }
 
-            LOGGER.info("RUN TEST: \"" + queryFile.getPath() + "\"");
-            String query = FileUtils.readFileToString(queryFile, StandardCharsets.UTF_8);
-            Map<String, IAObject> queryParams = TestHelper.readStatementParameters(query);
-
-            LOGGER.info("ACTUAL RESULT FILE: " + actualFile.getAbsolutePath());
-
-            // Forces the creation of actualFile.
-            actualFile.getParentFile().mkdirs();
-
-            ILangCompilationProvider provider = sqlppCompilationProvider;
-            if (extensionLangCompilationProvider != null) {
-                provider = extensionLangCompilationProvider;
-            }
-            IHyracksClientConnection hcc = integrationUtil.getHyracksClientConnection();
-            try (PrintWriter plan = new PrintWriter(actualFile)) {
-                AsterixJavaClient asterix = new AsterixJavaClient(
-                        (ICcApplicationContext) integrationUtil.cc.getApplicationContext(), hcc,
-                        new StringReader(query), plan, provider, statementExecutorFactory, storageComponentProvider);
-                asterix.setStatementParameters(queryParams);
-                asterix.compile(true, false, false, true, true, false, false);
-            } catch (AlgebricksException e) {
-                throw new Exception("Compile ERROR for " + queryFile + ": " + e.getMessage(), e);
-            }
-
-            List<String> linesExpected = Files.readAllLines(expectedFile.toPath(), StandardCharsets.UTF_8);
-            List<String> linesActual = Files.readAllLines(actualFile.toPath(), StandardCharsets.UTF_8);
-
-            int varBaseExpected = findBaseVarId(linesExpected);
-            int varBaseActual = findBaseVarId(linesActual);
-
-            Iterator<String> readerExpected = linesExpected.iterator();
-            Iterator<String> readerActual = linesActual.iterator();
-            String lineExpected, lineActual;
-            int num = 1;
-            while (readerExpected.hasNext()) {
-                lineExpected = readerExpected.next();
-                if (!readerActual.hasNext()) {
-                    throw new Exception(
-                            "Result for " + queryFile + " changed at line " + num + ":\n< " + lineExpected + "\n> ");
-                }
-                lineActual = readerActual.next();
-
-                if (!planLineEquals(lineExpected, varBaseExpected, lineActual, varBaseActual)) {
-                    throw new Exception("Result for " + queryFile + " changed at line " + num + ":\n< " + lineExpected
-                            + "\n> " + lineActual);
-                }
-                ++num;
-            }
-            if (readerActual.hasNext()) {
-                throw new Exception(
-                        "Result for " + queryFile + " changed at line " + num + ":\n< \n> " + readerActual.next());
-            }
-            LOGGER.info("Test \"" + queryFile.getPath() + "\" PASSED!");
-            actualFile.delete();
-        } catch (Exception e) {
-            if (!(e instanceof AssumptionViolatedException)) {
-                LOGGER.error("Test \"" + queryFile.getPath() + "\" FAILED!");
-                throw new Exception("Test \"" + queryFile.getPath() + "\" FAILED!", e);
-            } else {
-                throw e;
-            }
+    @Override
+    protected void runAndCompare(String query, ILangCompilationProvider provider, Map<String, IAObject> queryParams,
+            IHyracksClientConnection hcc, List<String> linesExpected) throws Exception {
+        FileUtils.writeStringToFile(actualFile, "", StandardCharsets.UTF_8);
+        try (PrintWriter plan = new PrintWriter(actualFile)) {
+            AsterixJavaClient asterix = new AsterixJavaClient(
+                    (ICcApplicationContext) integrationUtil.cc.getApplicationContext(), hcc, new StringReader(query),
+                    plan, provider, statementExecutorFactory, storageComponentProvider);
+            asterix.setStatementParameters(queryParams);
+            asterix.compile(true, false, false, true, true, false, false);
+        } catch (AlgebricksException e) {
+            throw new Exception("Compile ERROR for " + queryFile + ": " + e.getMessage(), e);
         }
+
+        List<String> linesActual = Files.readAllLines(actualFile.toPath(), StandardCharsets.UTF_8);
+
+        int varBaseExpected = findBaseVarId(linesExpected);
+        int varBaseActual = findBaseVarId(linesActual);
+
+        Iterator<String> readerExpected = linesExpected.iterator();
+        Iterator<String> readerActual = linesActual.iterator();
+        String lineExpected, lineActual;
+        int num = 1;
+        while (readerExpected.hasNext()) {
+            lineExpected = readerExpected.next();
+            if (!readerActual.hasNext()) {
+                throw new Exception(
+                        "Result for " + queryFile + " changed at line " + num + ":\n< " + lineExpected + "\n> ");
+            }
+            lineActual = readerActual.next();
+
+            if (!planLineEquals(lineExpected, varBaseExpected, lineActual, varBaseActual)) {
+                throw new Exception("Result for " + queryFile + " changed at line " + num + ":\n< " + lineExpected
+                        + "\n> " + lineActual);
+            }
+            ++num;
+        }
+        if (readerActual.hasNext()) {
+            throw new Exception(
+                    "Result for " + queryFile + " changed at line " + num + ":\n< \n> " + readerActual.next());
+        }
+    }
+
+    @Override
+    protected List<String> getExpectedLines() throws IOException {
+        return Files.readAllLines(expectedFile.toPath(), StandardCharsets.UTF_8);
     }
 
     private boolean planLineEquals(String lineExpected, int varIdBaseExpected, String lineActual, int varIdBaseActual) {
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/ExecutionTestUtil.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/ExecutionTestUtil.java
index 2328bf4..ccdf620 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/ExecutionTestUtil.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/ExecutionTestUtil.java
@@ -73,11 +73,10 @@
         }
         integrationUtil.init(cleanup, configFile);
 
-        if (LOGGER.isInfoEnabled()) {
-            LOGGER.info("initializing HDFS");
-        }
-
         if (startHdfs) {
+            if (LOGGER.isInfoEnabled()) {
+                LOGGER.info("initializing HDFS");
+            }
             HDFSCluster.getInstance().setup();
         }
 
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/HDFSCluster.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/HDFSCluster.java
index f5c51b4..19a9253 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/HDFSCluster.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/HDFSCluster.java
@@ -18,15 +18,14 @@
  */
 package org.apache.asterix.test.runtime;
 
+import static org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil.BINARY_GEN_BASEDIR;
+import static org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil.DEFAULT_PARQUET_SRC_PATH;
+
 import java.io.File;
-import java.io.FileInputStream;
 import java.io.IOException;
-import java.nio.file.Files;
-import java.nio.file.Paths;
 
 import org.apache.asterix.external.dataset.adapter.GenericAdapter;
-import org.apache.avro.Schema;
-import org.apache.avro.generic.GenericData.Record;
+import org.apache.asterix.test.external_dataset.parquet.BinaryFileConverterUtil;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.fs.FileSystem;
 import org.apache.hadoop.fs.Path;
@@ -36,11 +35,6 @@
 import org.apache.hadoop.mapred.InputSplit;
 import org.apache.hadoop.mapred.JobConf;
 import org.apache.hadoop.mapred.TextInputFormat;
-import org.apache.hyracks.api.util.IoUtil;
-import org.kitesdk.data.spi.JsonUtil;
-import org.kitesdk.data.spi.filesystem.JSONFileReader;
-
-import parquet.avro.AvroParquetWriter;
 
 /**
  * Manages a Mini (local VM) HDFS cluster with a configured number of datanodes.
@@ -53,8 +47,6 @@
     private static final String DATA_PATH = "data/hdfs";
     private static final String HDFS_PATH = "/asterix";
     private static final HDFSCluster INSTANCE = new HDFSCluster();
-    //Temporary folder that holds generated binary files
-    private static final String BINARY_GEN_BASEDIR = "target" + File.separatorChar + "generated_bin_files";
     //How many records should the schema inference method inspect to infer the schema for parquet files
     private static final int NUM_OF_RECORDS_SCHEMA = 20;
 
@@ -93,8 +85,10 @@
         build.startupOption(StartupOption.REGULAR);
         dfsCluster = build.build();
         dfs = FileSystem.get(conf);
-        //Generate binary files from JSON files (e.g., parquet files)
-        generateBinaryFiles(basePath);
+        //clean the binary generated files' directory
+        BinaryFileConverterUtil.cleanBinaryDirectory(basePath, BINARY_GEN_BASEDIR);
+        //Convert files in DEFAULT_PARQUET_SRC_PATH to parquet
+        BinaryFileConverterUtil.convertToParquet(basePath, DEFAULT_PARQUET_SRC_PATH, BINARY_GEN_BASEDIR);
         //Load JSON/ADM files to HDFS
         loadData(basePath, DATA_PATH);
         //Load generated binary files (e.g., parquet files) to HDFS
@@ -123,16 +117,6 @@
         System.setProperty("hadoop.log.dir", "logs");
     }
 
-    private void generateBinaryFiles(File localDataRoot) throws IOException {
-        File srcPath = new File(localDataRoot, DATA_PATH);
-        File destPath = new File(localDataRoot, BINARY_GEN_BASEDIR);
-        //Delete old generated files
-        IoUtil.delete(destPath);
-        Files.createDirectory(Paths.get(destPath.getAbsolutePath()));
-        //Write parquet files
-        writeParquetDir(new File(srcPath, "parquet"), destPath);
-    }
-
     public void cleanup() throws Exception {
         if (dfsCluster != null) {
             dfsCluster.shutdown();
@@ -161,28 +145,4 @@
         conf.set("mapred.input.format.class", TextInputFormat.class.getName());
         return conf;
     }
-
-    private void writeParquetDir(File parquetSrcDir, File destPath) throws IOException {
-        File[] listOfFiles = parquetSrcDir.listFiles();
-        for (File jsonFile : listOfFiles) {
-            String fileName = jsonFile.getName().substring(0, jsonFile.getName().indexOf(".")) + ".parquet";
-            Path outputPath = new Path(destPath.getAbsolutePath(), fileName);
-            writeParquetFile(jsonFile, outputPath);
-        }
-    }
-
-    public void writeParquetFile(File jsonInputPath, Path parquetOutputPath) throws IOException {
-        final FileInputStream schemaInputStream = new FileInputStream(jsonInputPath);
-        final FileInputStream jsonInputStream = new FileInputStream(jsonInputPath);
-        //Infer Avro schema
-        final Schema inputSchema = JsonUtil.inferSchema(schemaInputStream, "parquet_schema", NUM_OF_RECORDS_SCHEMA);
-        try (JSONFileReader<Record> reader = new JSONFileReader<>(jsonInputStream, inputSchema, Record.class)) {
-            reader.initialize();
-            try (AvroParquetWriter<Record> writer = new AvroParquetWriter<>(parquetOutputPath, inputSchema)) {
-                for (Record record : reader) {
-                    writer.write(record);
-                }
-            }
-        }
-    }
 }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingExceptionTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingExceptionTest.java
index 735f8c5..034dd22 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingExceptionTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingExceptionTest.java
@@ -77,6 +77,7 @@
 
                 // We test all functions except record and cast functions, which requires type settings (we test them
                 // in runtime tests).
+                // TODO(ali): ASTERIXDB-2982 do it in a proper way so that it does not exclude classes inadvertently
                 if (!className.contains("record") && !className.contains("Cast")) {
                     tests.add(new Object[] { getTestName(functionDescriptor.getClass()), functionDescriptor });
                 } else {
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingTest.java
index 55a1a80..30cb6bd 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/NullMissingTest.java
@@ -20,6 +20,10 @@
 
 package org.apache.asterix.test.runtime;
 
+import static org.apache.asterix.common.annotations.MissingNullInOutFunction.MissingNullType.MISSING;
+import static org.apache.asterix.common.annotations.MissingNullInOutFunction.MissingNullType.NULL;
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_MISSING_TYPE_TAG;
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_NULL_TYPE_TAG;
 import static org.mockito.Mockito.mock;
 
 import java.util.ArrayList;
@@ -33,7 +37,6 @@
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -86,9 +89,12 @@
             // Include only functions annotated with MissingNullInOutFunction
             if (functionDescriptor.getClass().isAnnotationPresent(MissingNullInOutFunction.class)) {
 
-                // We test all functions except record and cast functions, which requires type settings (we test them
-                // in runtime tests).
-                if (!className.contains("record") && !className.contains("Cast")) {
+                // We test all functions except record, cast and full-text contains functions,
+                // which requires type settings or argument settings.
+                // Instead, we test them in runtime tests.
+                // TODO(ali): ASTERIXDB-2982 do it in a proper way so that it does not exclude classes inadvertently
+                if (!className.contains("record") && !className.contains("Cast")
+                        && !className.contains("FullTextContains")) {
                     tests.add(new Object[] { getTestName(functionDescriptor.getClass()), functionDescriptor });
                 } else {
                     LOGGER.log(Level.INFO, "Excluding " + className);
@@ -126,6 +132,9 @@
         int inputArity = funcDesc.getIdentifier().getArity();
         Iterator<Pair<IScalarEvaluatorFactory[], IAType[]>> argEvalFactoryIterator = getArgCombinations(inputArity);
         int index = 0;
+        MissingNullInOutFunction annot = functionDescriptor.getClass().getAnnotation(MissingNullInOutFunction.class);
+        byte missingOut = annot.onMissing() == MISSING ? SERIALIZED_MISSING_TYPE_TAG : SERIALIZED_NULL_TYPE_TAG;
+        byte nullOut = annot.onNull() == NULL ? SERIALIZED_NULL_TYPE_TAG : SERIALIZED_MISSING_TYPE_TAG;
 
         // Test is happening here
         while (argEvalFactoryIterator.hasNext()) {
@@ -145,11 +154,9 @@
 
             // Result checks
             if (index != 0) {
-                Assert.assertEquals(ATypeTag.SERIALIZED_MISSING_TYPE_TAG,
-                        resultPointable.getByteArray()[resultPointable.getStartOffset()]);
+                Assert.assertEquals(missingOut, resultPointable.getByteArray()[resultPointable.getStartOffset()]);
             } else {
-                Assert.assertEquals(ATypeTag.SERIALIZED_NULL_TYPE_TAG,
-                        resultPointable.getByteArray()[resultPointable.getStartOffset()]);
+                Assert.assertEquals(nullOut, resultPointable.getByteArray()[resultPointable.getStartOffset()]);
             }
             ++index;
         }
@@ -176,11 +183,10 @@
                     if ((index & (1 << j)) != 0) {
                         argumentTypes[j] = BuiltinType.AMISSING;
                         scalarEvaluatorFactories[j] =
-                                new ConstantEvalFactory(new byte[] { ATypeTag.SERIALIZED_MISSING_TYPE_TAG });
+                                new ConstantEvalFactory(new byte[] { SERIALIZED_MISSING_TYPE_TAG });
                     } else {
                         argumentTypes[j] = BuiltinType.ANULL;
-                        scalarEvaluatorFactories[j] =
-                                new ConstantEvalFactory(new byte[] { ATypeTag.SERIALIZED_NULL_TYPE_TAG });
+                        scalarEvaluatorFactories[j] = new ConstantEvalFactory(new byte[] { SERIALIZED_NULL_TYPE_TAG });
                     }
                 }
                 ++index;
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppHashJoinRQJTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppHashJoinRQJTest.java
new file mode 100644
index 0000000..40ee38e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppHashJoinRQJTest.java
@@ -0,0 +1,442 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.test.runtime;
+
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.PrintWriter;
+import java.nio.IntBuffer;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.LinkedHashMap;
+import java.util.List;
+
+import org.apache.asterix.api.http.server.QueryServiceRequestParameters;
+import org.apache.asterix.common.utils.Servlets;
+import org.apache.asterix.lang.sqlpp.parser.SqlppHint;
+import org.apache.asterix.test.common.TestExecutor;
+import org.apache.asterix.testframework.context.TestCaseContext;
+import org.apache.asterix.testframework.xml.ParameterTypeEnum;
+import org.apache.asterix.testframework.xml.TestCase;
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.math3.random.MersenneTwister;
+import org.apache.commons.math3.random.RandomGenerator;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.ObjectReader;
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+
+/**
+ * RQG testsuite for hash joins.
+ * Tests:
+ * <ul>
+ * <li> Fields with / without NULL or MISSING values
+ * <li> Inner / Left Outer joins</li>
+ * <li> Repartitioning / Broadcast joins </li>
+ * </ul>
+ */
+@RunWith(Parameterized.class)
+public class SqlppHashJoinRQJTest {
+
+    static final Logger LOGGER = LogManager.getLogger(SqlppHashJoinRQJTest.class);
+
+    static final String CONF_PROPERTY_SEED =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppHashJoinRQJTest.class, "seed");
+    static final long CONF_PROPERTY_SEED_DEFAULT = System.currentTimeMillis();
+
+    static final String CONF_PROPERTY_LIMIT =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppHashJoinRQJTest.class, "limit");
+    static final int CONF_PROPERTY_LIMIT_DEFAULT = 40;
+
+    static final String CONF_PROPERTY_OFFSET =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppHashJoinRQJTest.class, "offset");
+    static final int CONF_PROPERTY_OFFSET_DEFAULT = 0;
+
+    static final Path OUTPUT_DIR = Paths.get("target", SqlppHashJoinRQJTest.class.getSimpleName());
+
+    static final String DATAVERSE_NAME = "dvTest";
+    static final String[] DATASET_NAMES = new String[] { "ds1", "ds2" };
+    static final String ID_COLUMN_NAME = "id";
+    static final String BASE_COLUMN_NAME = "i";
+    static final List<Integer> DATASET_ROWS = Arrays.asList(20000, 40000);
+    static final List<Integer> DATASET_COLUMNS = Arrays.asList(4, 10, 100, 1000, 10000);
+    static final int DATASET_COLUMN_LENGTH_MIN =
+            String.valueOf(DATASET_COLUMNS.stream().mapToInt(Integer::intValue).max().orElse(0)).length();
+    static final int DATASET_COLUMN_LENGTH_MAX = Math.max(20, DATASET_COLUMN_LENGTH_MIN);
+    static final int NULLABLE_COLUMN_RATIO = 2;
+    static final int OUTER_JOIN_RATIO = 3;
+    static final int BROADCAST_RATIO = 4;
+
+    static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+    static final ObjectReader OBJECT_READER = OBJECT_MAPPER.readerFor(ObjectNode.class);
+
+    static long datasetRowCount;
+    static int datasetColumnLength;
+    static TestExecutor testExecutor;
+
+    final TestInstance testInstance;
+
+    public SqlppHashJoinRQJTest(TestInstance testInstance) {
+        this.testInstance = testInstance;
+    }
+
+    @Parameterized.Parameters(name = "SqlppHashJoinRQJTest {index}: {0}")
+    public static Collection<TestInstance> tests() {
+        long seed = SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_SEED, CONF_PROPERTY_SEED_DEFAULT);
+        int limit =
+                (int) SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_LIMIT, CONF_PROPERTY_LIMIT_DEFAULT);
+        int testOffset =
+                (int) SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_OFFSET, CONF_PROPERTY_OFFSET_DEFAULT);
+
+        LOGGER.info(String.format("Testsuite configuration: -D%s=%d -D%s=%d -D%s=%d", CONF_PROPERTY_SEED, seed,
+                CONF_PROPERTY_LIMIT, limit, CONF_PROPERTY_OFFSET, testOffset));
+
+        RandomGenerator random = new MersenneTwister(seed);
+        datasetRowCount = randomElement(DATASET_ROWS, random);
+        datasetColumnLength =
+                DATASET_COLUMN_LENGTH_MIN + random.nextInt(DATASET_COLUMN_LENGTH_MAX - DATASET_COLUMN_LENGTH_MIN);
+
+        LOGGER.info(String.format("Dataset row count=%d, column length=%d", datasetRowCount, datasetColumnLength));
+
+        LinkedHashMap<IntBuffer, TestInstance> testCases = new LinkedHashMap<>();
+        int i = 0;
+        while (i < limit) {
+            int c0 = randomElement(DATASET_COLUMNS, random);
+            boolean c0nullable = random.nextInt(NULLABLE_COLUMN_RATIO) == 0;
+            int c1 = randomElement(DATASET_COLUMNS, random);
+            boolean c1nullable = random.nextInt(NULLABLE_COLUMN_RATIO) == 0;
+            boolean outerJoin = random.nextInt(OUTER_JOIN_RATIO) == 0;
+            boolean broadcast = random.nextInt(BROADCAST_RATIO) == 0;
+            TestInstance test = new TestInstance(i, c0, c0nullable, c1, c1nullable, outerJoin, broadcast);
+            IntBuffer testSignature = test.signature();
+            if (testCases.containsKey(testSignature)) {
+                continue;
+            }
+            if (i >= testOffset) {
+                testCases.put(testSignature, test);
+            }
+            i++;
+        }
+        return testCases.values();
+    }
+
+    @BeforeClass
+    public static void setUp() throws Exception {
+        testExecutor = new TestExecutor();
+        LangExecutionUtil.setUp(SqlppRQGTestBase.TEST_CONFIG_FILE_NAME, testExecutor, false);
+
+        FileUtils.forceMkdir(OUTPUT_DIR.toFile());
+        for (String datasetName : DATASET_NAMES) {
+            Path datasetFilePath = OUTPUT_DIR.resolve(datasetName + ".adm");
+            LOGGER.info("Writing data file: " + datasetFilePath.toAbsolutePath());
+            try (PrintWriter pw = new PrintWriter(datasetFilePath.toFile())) {
+                for (int i = 0; i < datasetRowCount; i++) {
+                    writeRecord(pw, datasetName, i);
+                }
+            }
+        }
+
+        StringBuilder sb = new StringBuilder(2048);
+        addDropDataverse(sb, DATAVERSE_NAME);
+        addCreateDataverse(sb, DATAVERSE_NAME);
+        for (String datasetName : DATASET_NAMES) {
+            addCreateDataset(sb, DATAVERSE_NAME, datasetName);
+            addLoadDataset(sb, DATAVERSE_NAME, datasetName);
+        }
+        executeUpdateOrDdl(sb.toString());
+    }
+
+    @AfterClass
+    public static void tearDown() throws Exception {
+        LangExecutionUtil.tearDown();
+    }
+
+    @Test
+    public void test() throws Exception {
+        LOGGER.info(testInstance);
+        testInstance.execute();
+    }
+
+    private static void addDropDataverse(StringBuilder sb, String dataverseName) {
+        sb.append(String.format("DROP DATAVERSE %s IF EXISTS;\n", dataverseName));
+    }
+
+    private static void addCreateDataverse(StringBuilder sb, String dataverseName) {
+        sb.append(String.format("CREATE DATAVERSE %s;\n", dataverseName));
+    }
+
+    private static void addCreateDataset(StringBuilder sb, String dataverseName, String datasetName) {
+        sb.append("CREATE DATASET ").append(dataverseName).append('.').append(datasetName);
+        sb.append(" (").append(ID_COLUMN_NAME).append(" string");
+        sb.append(") ");
+        sb.append("OPEN TYPE PRIMARY KEY ").append(ID_COLUMN_NAME).append(";\n");
+    }
+
+    private static void addLoadDataset(StringBuilder sb, String dataverseName, String datasetName) {
+        sb.append(String.format(
+                "LOAD DATASET %s.%s USING localfs((`path`=`asterix_nc1://%s/%s.adm`),(`format`=`adm`));%n",
+                dataverseName, datasetName, OUTPUT_DIR, datasetName));
+    }
+
+    private static void writeRecord(PrintWriter pw, String datasetName, int id) throws IOException {
+        pw.print("{");
+        pw.print(String.format("\"%s\": \"%s:%d\"", ID_COLUMN_NAME, datasetName, id));
+        int nColumns = DATASET_COLUMNS.size();
+        for (int i = 0; i < nColumns; i++) {
+            long c = DATASET_COLUMNS.get(i);
+            writeColumn(pw, c, false, id); // no NULL/MISSING
+            writeColumn(pw, c, true, id); // with NULL/MISSING
+        }
+        pw.println("}");
+    }
+
+    private static String getColumnName(long c, boolean nullable) {
+        return BASE_COLUMN_NAME + c + (nullable ? "n" : "");
+    }
+
+    private static void writeColumn(Appendable out, long c, boolean nullable, long id) throws IOException {
+        String columnName = getColumnName(c, nullable);
+        boolean isNull = false;
+        long v;
+        if (nullable) {
+            long r = id % (2 * c);
+            if (r < c) {
+                v = r + 1;
+            } else if (r % 2 == 0) {
+                v = 0;
+                isNull = true;
+            } else {
+                // MISSING -> nothing to do
+                return;
+            }
+        } else {
+            long r = id % c;
+            v = r + 1;
+        }
+        String text;
+        if (isNull) {
+            text = "null";
+        } else {
+            int cLen = datasetColumnLength;
+            StringBuilder textBuilder = new StringBuilder(cLen + 2);
+            textBuilder.append('"').append(v);
+            int pad = cLen - (textBuilder.length() - 1);
+            for (int i = 0; i < pad; i++) {
+                textBuilder.append(' ');
+            }
+            textBuilder.append('"');
+            text = textBuilder.toString();
+        }
+        out.append(String.format(",\"%s\":%s", columnName, text));
+    }
+
+    private static void executeUpdateOrDdl(String statement) throws Exception {
+        LOGGER.debug("Executing: " + statement);
+        testExecutor.executeSqlppUpdateOrDdl(statement, TestCaseContext.OutputFormat.CLEAN_JSON);
+    }
+
+    private static Pair<ArrayNode, String> executeQuery(String query, boolean fetchPlan) throws Exception {
+        LOGGER.debug("Executing: " + query);
+
+        List<TestCase.CompilationUnit.Parameter> params;
+        if (fetchPlan) {
+            TestCase.CompilationUnit.Parameter planParameter = new TestCase.CompilationUnit.Parameter();
+            planParameter.setName(QueryServiceRequestParameters.Parameter.OPTIMIZED_LOGICAL_PLAN.str());
+            planParameter.setValue(Boolean.TRUE.toString());
+            planParameter.setType(ParameterTypeEnum.STRING);
+            params = Collections.singletonList(planParameter);
+        } else {
+            params = Collections.emptyList();
+        }
+
+        try (InputStream resultStream = testExecutor.executeQueryService(query, TestCaseContext.OutputFormat.CLEAN_JSON,
+                testExecutor.getEndpoint(Servlets.QUERY_SERVICE), params, true, StandardCharsets.UTF_8)) {
+            JsonNode r = OBJECT_READER.readTree(resultStream);
+            JsonNode errors = r.get("errors");
+            if (errors != null) {
+                Assert.fail("Query failed: " + errors);
+            }
+            JsonNode results = r.get("results");
+            if (!results.isArray()) {
+                Assert.fail("Expected array result, got: " + results);
+            }
+            ArrayNode resultsArray = (ArrayNode) results;
+            String plan = fetchPlan ? r.get("plans").get("optimizedLogicalPlan").asText() : null;
+            return new Pair<>(resultsArray, plan);
+        }
+    }
+
+    private static <T> T randomElement(List<T> list, RandomGenerator randomGenerator) {
+        return list.get(randomGenerator.nextInt(list.size()));
+    }
+
+    private static class TestInstance {
+
+        private final int id;
+
+        private final int c0;
+        private final int c1;
+        private final boolean c0nullable;
+        private final boolean c1nullable;
+        private final String col0;
+        private final String col1;
+        private final boolean outerJoin;
+        private final boolean broadcastJoin;
+
+        public TestInstance(int id, int c0, boolean c0nullable, int c1, boolean c1nullable, boolean outerJoin,
+                boolean broadcastJoin) {
+            this.id = id;
+            this.outerJoin = outerJoin;
+            this.c0 = c0;
+            this.c1 = c1;
+            this.c0nullable = c0nullable;
+            this.c1nullable = c1nullable;
+            this.broadcastJoin = broadcastJoin;
+            this.col0 = getColumnName(c0, c0nullable);
+            this.col1 = getColumnName(c1, c1nullable);
+        }
+
+        IntBuffer signature() {
+            return IntBuffer.wrap(
+                    new int[] { c0, toInt(c0nullable), c1, toInt(c1nullable), toInt(outerJoin), toInt(broadcastJoin) });
+        }
+
+        void execute() throws Exception {
+            String query = createQuery();
+            Pair<ArrayNode, String> res = executeQuery(query, true);
+            String plan = res.second;
+            if (!plan.contains(PhysicalOperatorTag.HYBRID_HASH_JOIN.toString())) {
+                Assert.fail(PhysicalOperatorTag.HYBRID_HASH_JOIN + " operator was not used in query plan " + plan);
+            }
+            if (broadcastJoin && !plan.contains(PhysicalOperatorTag.BROADCAST_EXCHANGE.toString())) {
+                Assert.fail(PhysicalOperatorTag.BROADCAST_EXCHANGE + " operator was not used in query plan " + plan);
+            }
+            ArrayNode resultArray = res.first;
+
+            long expectedRowCount;
+            long expectedRowCountInnerJoin = Math.min(c0, c1);
+            if (outerJoin) {
+                expectedRowCount = expectedRowCountInnerJoin + (c0nullable ? 2 : 0) + Math.max(0, c0 - c1);
+            } else {
+                expectedRowCount = expectedRowCountInnerJoin;
+            }
+
+            long expectedAggCountInnerJoin = (datasetRowCount * datasetRowCount) / (((long) c0) * c1)
+                    / (c0nullable ? 2 : 1) / (c1nullable ? 2 : 1);
+
+            int actualRowCount = resultArray.size();
+            if (actualRowCount != expectedRowCount) {
+                String commentHash = String.format("%s;%s", this, query);
+                File fHash = SqlppRQGTestBase.writeResult(OUTPUT_DIR, resultArray, id, "hash", commentHash);
+                Assert.fail(String.format("Unexpected row count %d for query #%d [%s]. Expected row count: %d %n %s ",
+                        actualRowCount, id, this, expectedRowCount, fHash.getAbsolutePath()));
+            }
+
+            String col0Alias = String.format("%s_%s", DATASET_NAMES[0], col0);
+
+            for (int i = 0; i < actualRowCount; i++) {
+                JsonNode resultRecord = resultArray.get(i);
+                long actualAggCount = resultRecord.get("cnt").longValue();
+
+                long expectedAggCount;
+                if (outerJoin) {
+                    JsonNode col0Node = resultRecord.get(col0Alias);
+                    if (col0Node == null || col0Node.isNull()) {
+                        expectedAggCount = datasetRowCount / 4;
+                    } else {
+                        if (getValueAsLong(col0Node) > c1) {
+                            expectedAggCount = datasetRowCount / (c0nullable ? 2 : 1) / c0;
+                        } else {
+                            expectedAggCount = expectedAggCountInnerJoin;
+                        }
+                    }
+                } else {
+                    expectedAggCount = expectedAggCountInnerJoin;
+                }
+
+                if (actualAggCount != expectedAggCount) {
+                    String commentHash = String.format("%s;%s", this, query);
+                    File fHash = SqlppRQGTestBase.writeResult(OUTPUT_DIR, resultArray, id, "hash", commentHash);
+                    Assert.fail(String.format(
+                            "Unexpected agg count %d in row %d for query #%d [%s]. Expected agg count: %d %n %s ",
+                            actualAggCount, i, id, this, expectedAggCount, fHash.getAbsolutePath()));
+                }
+            }
+        }
+
+        private long getValueAsLong(JsonNode node) throws Exception {
+            String text = node.textValue().trim();
+            if (text.isEmpty()) {
+                throw new Exception("Unexpected result value: " + node);
+            }
+            try {
+                return Long.parseLong(text);
+            } catch (NumberFormatException e) {
+                throw new Exception("Unexpected result value: " + node);
+            }
+        }
+
+        String createQuery() {
+            return String.format(
+                    "USE %s; SELECT t1.%s AS %s_%s, t2.%s AS %s_%s, count(*) AS cnt FROM %s t1 %s JOIN %s t2 ON t1.%s /*%s*/ = t2.%s /*%s*/ GROUP BY t1.%s, t2.%s ORDER BY t1.%s, t2.%s",
+                    DATAVERSE_NAME, col0, DATASET_NAMES[0], col0, col1, DATASET_NAMES[1], col1, DATASET_NAMES[0],
+                    getJoinKind(), DATASET_NAMES[1], col0, getJoinHint(), col1, getGroupByHint(), col0, col1, col0,
+                    col1);
+        }
+
+        private String getJoinKind() {
+            return outerJoin ? "LEFT OUTER" : "INNER";
+        }
+
+        private String getJoinHint() {
+            return broadcastJoin ? "+" + SqlppHint.HASH_BROADCAST_JOIN_HINT.getIdentifier() : "";
+        }
+
+        private String getGroupByHint() {
+            return "";
+        }
+
+        @Override
+        public String toString() {
+            return String.format("%s ON %s=%s %s", getJoinKind(), col0, col1, getJoinHint());
+        }
+
+        static int toInt(boolean b) {
+            return b ? 1 : 0;
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppNumericIndexRQGTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppNumericIndexRQGTest.java
new file mode 100644
index 0000000..e97a389
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppNumericIndexRQGTest.java
@@ -0,0 +1,609 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.test.runtime;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.StringReader;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+
+import org.apache.asterix.api.http.server.QueryServiceRequestParameters;
+import org.apache.asterix.common.config.CompilerProperties;
+import org.apache.asterix.common.utils.Servlets;
+import org.apache.asterix.lang.common.util.FunctionUtil;
+import org.apache.asterix.lang.sqlpp.parser.SqlppHint;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.test.common.TestExecutor;
+import org.apache.asterix.testframework.context.TestCaseContext;
+import org.apache.asterix.testframework.xml.ParameterTypeEnum;
+import org.apache.asterix.testframework.xml.TestCase;
+import org.apache.commons.math3.random.MersenneTwister;
+import org.apache.commons.math3.random.RandomGenerator;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.ObjectReader;
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+
+/**
+ * RQG testsuite for indexes on numeric fields
+ */
+@RunWith(Parameterized.class)
+public class SqlppNumericIndexRQGTest {
+
+    static final Logger LOGGER = LogManager.getLogger(SqlppNumericIndexRQGTest.class);
+
+    static final String CONF_PROPERTY_SEED =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppNumericIndexRQGTest.class, "seed");
+    static final long CONF_PROPERTY_SEED_DEFAULT = System.currentTimeMillis();
+
+    static final String CONF_PROPERTY_LIMIT =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppNumericIndexRQGTest.class, "limit");
+    static final int CONF_PROPERTY_LIMIT_DEFAULT = 50;
+
+    static final String CONF_PROPERTY_OFFSET =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppNumericIndexRQGTest.class, "offset");
+    static final int CONF_PROPERTY_OFFSET_DEFAULT = 0;
+
+    static final String CONF_PROPERTY_OFFSET_QUERY =
+            SqlppRQGTestBase.getConfigurationPropertyName(SqlppNumericIndexRQGTest.class, "offset.query");
+    static final int CONF_PROPERTY_OFFSET_QUERY_DEFAULT = 0;
+
+    static final Path OUTPUT_DIR = Paths.get("target", SqlppNumericIndexRQGTest.class.getSimpleName());
+
+    static final String DATAVERSE_NAME = "dvTest";
+    static final String DATASET_NAME_TYPED = "dsTyped";
+    static final String DATASET_NAME_UNTYPED = "dsUntyped";
+    static final String COMPILER_OPTION_FORMAT = "set `%s` '%s';";
+    static final String ID_COLUMN_NAME = "id";
+
+    static final List<AlgebricksBuiltinFunctions.ComparisonKind> CMP_KINDS =
+            Arrays.asList(AlgebricksBuiltinFunctions.ComparisonKind.GT, AlgebricksBuiltinFunctions.ComparisonKind.GE,
+                    AlgebricksBuiltinFunctions.ComparisonKind.LT, AlgebricksBuiltinFunctions.ComparisonKind.LE,
+                    AlgebricksBuiltinFunctions.ComparisonKind.EQ);
+
+    static final List<BuiltinType> FIELD_TYPES = Arrays.asList(BuiltinType.ANY, BuiltinType.AINT8, BuiltinType.AINT16,
+            BuiltinType.AINT32, BuiltinType.AINT64, BuiltinType.AFLOAT, BuiltinType.ADOUBLE);
+
+    static final double MIN_VALUE = -3.5;
+    static final double MAX_VALUE = 3.5;
+    static final double PROBE_STEP = 1.0 / 4;
+    static final double DATA_STEP = PROBE_STEP / 2;
+    static final int NON_NUMERIC_DATA_RATIO = 8;
+    static final int INDEX_ONLY_ENABLED_RATIO = 3;
+    static final int INDEXED_AS_IS_RATIO = 4;
+    static final int JOIN_RATIO = 8;
+
+    static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+    static final ObjectReader OBJECT_READER = OBJECT_MAPPER.readerFor(ObjectNode.class);
+
+    static TestExecutor testExecutor;
+
+    private final TestInstance testInstance;
+
+    @BeforeClass
+    public static void setUp() throws Exception {
+        testExecutor = new TestExecutor();
+        LangExecutionUtil.setUp(SqlppRQGTestBase.TEST_CONFIG_FILE_NAME, testExecutor, false);
+
+        StringBuilder sb = new StringBuilder(2048);
+        addDropDataverse(sb, DATAVERSE_NAME);
+        addCreateDataverse(sb, DATAVERSE_NAME);
+        addCreateDataset(sb, DATAVERSE_NAME, DATASET_NAME_TYPED, false);
+        addLoadDataset(sb, DATAVERSE_NAME, DATASET_NAME_TYPED);
+        addCreateDataset(sb, DATAVERSE_NAME, DATASET_NAME_UNTYPED, true);
+        addLoadDataset(sb, DATAVERSE_NAME, DATASET_NAME_UNTYPED);
+        executeUpdateOrDdl(sb.toString());
+    }
+
+    @AfterClass
+    public static void tearDown() throws Exception {
+        LangExecutionUtil.tearDown();
+    }
+
+    @Parameterized.Parameters(name = "SqlppNumericIndexRQGTest {index}: {0}")
+    public static Collection<TestInstance> tests() {
+
+        long seed = SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_SEED, CONF_PROPERTY_SEED_DEFAULT);
+        int limit =
+                (int) SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_LIMIT, CONF_PROPERTY_LIMIT_DEFAULT);
+        int testOffset =
+                (int) SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_OFFSET, CONF_PROPERTY_OFFSET_DEFAULT);
+        int queryOffset = (int) SqlppRQGTestBase.getLongConfigurationProperty(CONF_PROPERTY_OFFSET_QUERY,
+                CONF_PROPERTY_OFFSET_QUERY_DEFAULT);
+
+        LOGGER.info(String.format("Testsuite configuration: -D%s=%d -D%s=%d -D%s=%d -D%s=%d", CONF_PROPERTY_SEED, seed,
+                CONF_PROPERTY_LIMIT, limit, CONF_PROPERTY_OFFSET, testOffset, CONF_PROPERTY_OFFSET_QUERY, queryOffset));
+
+        String indexName = "idx_" + seed;
+
+        List<TestInstance> testCases = new ArrayList<>(limit);
+        RandomGenerator random = new MersenneTwister(seed);
+
+        int i = 0;
+        while (i < limit) {
+            BuiltinType fieldType = randomElement(FIELD_TYPES, random);
+
+            BuiltinType indexedType;
+            if (random.nextInt(INDEXED_AS_IS_RATIO) == 0) {
+                if (fieldType.getTypeTag() == ATypeTag.ANY) {
+                    continue;
+                }
+                indexedType = null;
+            } else {
+                indexedType = randomElement(FIELD_TYPES, random);
+                if (indexedType.getTypeTag() == ATypeTag.ANY) {
+                    continue;
+                }
+            }
+
+            boolean join = random.nextInt(JOIN_RATIO) == 0;
+            BuiltinType probeType;
+            if (join) {
+                probeType = indexedType != null ? indexedType : fieldType;
+            } else {
+                probeType = randomElement(FIELD_TYPES, random);
+            }
+            if (probeType.getTypeTag() == ATypeTag.ANY) {
+                continue;
+            }
+
+            Set<TestOption> options = EnumSet.noneOf(TestOption.class);
+            if (random.nextBoolean()) {
+                options.add(TestOption.EXCLUDE_UNKNOWN_KEY);
+            }
+            if (indexedType != null && random.nextBoolean()) {
+                options.add(TestOption.CAST_DEFAULT_NULL);
+            }
+            if (random.nextInt(INDEX_ONLY_ENABLED_RATIO) == 0) {
+                options.add(TestOption.INDEX_ONLY_ENABLED);
+            }
+            if (join) {
+                options.add(random.nextBoolean() ? TestOption.INNER_JOIN_QUERY : TestOption.LEFT_OUTER_JOIN_QUERY);
+            }
+            String searchedDatasetName = indexedType == null ? DATASET_NAME_TYPED : DATASET_NAME_UNTYPED;
+            String probeSourceDatasetName = indexedType == null ? DATASET_NAME_UNTYPED : DATASET_NAME_TYPED;
+            if (i >= testOffset) {
+                TestInstance testCase = new TestInstance(i, DATAVERSE_NAME, searchedDatasetName, indexName, fieldType,
+                        indexedType, probeType, probeSourceDatasetName, options, queryOffset);
+                testCases.add(testCase);
+            }
+            i++;
+        }
+
+        return testCases;
+    }
+
+    public SqlppNumericIndexRQGTest(TestInstance testInstance) {
+        this.testInstance = testInstance;
+    }
+
+    @Test
+    public void test() throws Exception {
+        LOGGER.info(testInstance);
+        testInstance.execute();
+    }
+
+    private static boolean hasIndexSearch(ArrayNode planLines, String indexName) {
+        for (int i = 0, n = planLines.size(); i < n; i++) {
+            String line = planLines.get(i).textValue();
+            if (line.contains(BuiltinFunctions.INDEX_SEARCH.getName()) && line.contains('"' + indexName + '"')) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private static void executeUpdateOrDdl(String statement) throws Exception {
+        LOGGER.debug("Executing: " + statement);
+        testExecutor.executeSqlppUpdateOrDdl(statement, TestCaseContext.OutputFormat.CLEAN_JSON);
+    }
+
+    private static Pair<ArrayNode, String> executeQuery(String query, boolean fetchPlan) throws Exception {
+        LOGGER.debug("Executing: " + query);
+
+        List<TestCase.CompilationUnit.Parameter> params;
+        if (fetchPlan) {
+            TestCase.CompilationUnit.Parameter planParameter = new TestCase.CompilationUnit.Parameter();
+            planParameter.setName(QueryServiceRequestParameters.Parameter.OPTIMIZED_LOGICAL_PLAN.str());
+            planParameter.setValue(Boolean.TRUE.toString());
+            planParameter.setType(ParameterTypeEnum.STRING);
+            params = Collections.singletonList(planParameter);
+        } else {
+            params = Collections.emptyList();
+        }
+
+        try (InputStream resultStream = testExecutor.executeQueryService(query, TestCaseContext.OutputFormat.CLEAN_JSON,
+                testExecutor.getEndpoint(Servlets.QUERY_SERVICE), params, true, StandardCharsets.UTF_8)) {
+            JsonNode r = OBJECT_READER.readTree(resultStream);
+            JsonNode errors = r.get("errors");
+            if (errors != null) {
+                Assert.fail("Query failed: " + errors);
+            }
+            JsonNode results = r.get("results");
+            if (!results.isArray()) {
+                Assert.fail("Expected array result, got: " + results);
+            }
+            ArrayNode resultsArray = (ArrayNode) results;
+            String plan = fetchPlan ? r.get("plans").get("optimizedLogicalPlan").asText() : null;
+            return new Pair<>(resultsArray, plan);
+        }
+    }
+
+    private static void addDropDataverse(StringBuilder sb, String dataverseName) {
+        sb.append(String.format("DROP DATAVERSE %s IF EXISTS;\n", dataverseName));
+    }
+
+    private static void addCreateDataverse(StringBuilder sb, String dataverseName) {
+        sb.append(String.format("CREATE DATAVERSE %s;\n", dataverseName));
+    }
+
+    private static void addCreateDataset(StringBuilder sb, String dataverseName, String datasetName, boolean untyped) {
+        sb.append("CREATE DATASET ").append(dataverseName).append('.').append(datasetName);
+        sb.append(" (").append(ID_COLUMN_NAME).append(" string ");
+        if (!untyped) {
+            for (BuiltinType t : FIELD_TYPES) {
+                if (t.getTypeTag() == ATypeTag.ANY) {
+                    continue;
+                }
+                sb.append(", ").append(getColumnName(t)).append(' ').append(t.getTypeName());
+            }
+        }
+        sb.append(") ");
+        sb.append("OPEN TYPE PRIMARY KEY ").append(ID_COLUMN_NAME).append(";\n");
+    }
+
+    private static void addLoadDataset(StringBuilder sb, String dataverseName, String datasetName) {
+        int id = 0, nonNumeric = 0;
+        for (double v = MIN_VALUE; v <= MAX_VALUE; v += DATA_STEP) {
+            addInsert(sb, dataverseName, datasetName, id, v);
+            id++;
+
+            // Insert non-numeric values once in a while
+            if (NON_NUMERIC_DATA_RATIO > 0 && id % NON_NUMERIC_DATA_RATIO == 0) {
+                Double nnv;
+                switch (nonNumeric % 3) {
+                    case 0:
+                        nnv = null;
+                        break;
+                    case 1:
+                        nnv = Double.POSITIVE_INFINITY;
+                        break;
+                    case 2:
+                        nnv = Double.NEGATIVE_INFINITY;
+                        break;
+                    default:
+                        throw new IllegalStateException(String.valueOf(nonNumeric));
+                }
+                addInsert(sb, dataverseName, datasetName, id, nnv);
+                nonNumeric++;
+                id++;
+            }
+        }
+    }
+
+    private static void addInsert(StringBuilder sb, String dataverseName, String datasetName, int id, Double v) {
+        sb.append("INSERT INTO ").append(dataverseName).append('.').append(datasetName).append(" ( { ");
+        sb.append("'").append(ID_COLUMN_NAME).append("': \"").append(datasetName).append(':').append(id).append('"');
+        for (BuiltinType fieldType : FIELD_TYPES) {
+            String columnName = getColumnName(fieldType);
+            sb.append(", '").append(columnName).append("':");
+            if (v == null) {
+                sb.append("null");
+            } else if (Double.isInfinite(v)) {
+                sb.append(fieldType.getTypeTag() == ATypeTag.DOUBLE || fieldType.getTypeTag() == ATypeTag.FLOAT
+                        ? String.format("%s('%sINF')", fieldType.getTypeName(), v < 0 ? "-" : "") : "null");
+            } else {
+                BuiltinType valueType;
+                if (fieldType.getTypeTag() == ATypeTag.ANY) {
+                    valueType = FIELD_TYPES.get(id % FIELD_TYPES.size());
+                    if (valueType.getTypeTag() == ATypeTag.ANY) {
+                        valueType = BuiltinType.ASTRING;
+                    }
+                } else {
+                    valueType = fieldType;
+                }
+                String castFn = valueType.getTypeName();
+                sb.append(castFn).append('(').append(v).append(')');
+            }
+        }
+        sb.append("} );\n");
+    }
+
+    private static String getColumnName(BuiltinType t) {
+        return "c_" + t.getTypeName();
+    }
+
+    private static <T> T randomElement(List<T> list, RandomGenerator randomGenerator) {
+        return list.get(randomGenerator.nextInt(list.size()));
+    }
+
+    private static ArrayNode readLinesIntoArrayNode(String str) {
+        try {
+            ArrayNode arrayNode = OBJECT_MAPPER.createArrayNode();
+            BufferedReader br = new BufferedReader(new StringReader(str));
+            String line;
+            while ((line = br.readLine()) != null) {
+                arrayNode.add(line);
+            }
+            return arrayNode;
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    private enum TestOption {
+        EXCLUDE_UNKNOWN_KEY,
+        CAST_DEFAULT_NULL,
+        INDEX_ONLY_ENABLED,
+        JOIN_QUERY,
+        INNER_JOIN_QUERY,
+        LEFT_OUTER_JOIN_QUERY
+
+    }
+
+    private static class TestInstance {
+
+        private final int id;
+
+        private final String dataverseName;
+
+        private final String datasetName;
+
+        private final String indexName;
+
+        private final BuiltinType fieldType;
+
+        private final BuiltinType indexedType;
+
+        private final BuiltinType probeType;
+
+        private final String probeSourceDatasetName; // for JOIN query
+
+        private final Set<TestOption> options;
+
+        private final int queryOffset;
+
+        public TestInstance(int id, String dataverseName, String datasetName, String indexName, BuiltinType fieldType,
+                BuiltinType indexedType, BuiltinType probeType, String probeSourceDatasetName,
+                Set<TestOption> testOptions, int queryOffset) {
+            this.id = id;
+            this.dataverseName = dataverseName;
+            this.datasetName = datasetName;
+            this.indexName = indexName;
+            this.fieldType = fieldType;
+            this.indexedType = indexedType;
+            this.probeType = probeType;
+            this.probeSourceDatasetName = probeSourceDatasetName;
+            this.options = testOptions == null ? Collections.emptySet() : testOptions;
+            this.queryOffset = queryOffset;
+        }
+
+        void execute() throws Exception {
+            List<String> queries;
+            if (options.contains(TestOption.INNER_JOIN_QUERY)) {
+                queries = Collections.singletonList(generateJoinQuery(false));
+            } else if (options.contains(TestOption.LEFT_OUTER_JOIN_QUERY)) {
+                queries = Collections.singletonList(generateJoinQuery(true));
+            } else {
+                queries = new ArrayList<>((int) ((MAX_VALUE - MIN_VALUE) / PROBE_STEP) + 1);
+                for (double v = MIN_VALUE; v <= MAX_VALUE; v += PROBE_STEP) {
+                    for (AlgebricksBuiltinFunctions.ComparisonKind cmpKind : CMP_KINDS) {
+                        queries.add(generateSearchQuery(cmpKind, v));
+                    }
+                }
+            }
+
+            int queryCount = queries.size();
+
+            executeUpdateOrDdl(generateDropIndex());
+
+            LOGGER.info(String.format("Running queries [%d to %d] without index ...", queryOffset, queryCount - 1));
+            ArrayNode[] resNoIndex = new ArrayNode[queryCount];
+            for (int i = queryOffset; i < queryCount; i++) {
+                String query = queries.get(i);
+                ArrayNode result = executeQuery(query, false).first;
+                resNoIndex[i] = result;
+            }
+
+            LOGGER.info("Creating index");
+            executeUpdateOrDdl(generateCreateIndex());
+
+            LOGGER.info(String.format("Running queries [%d to %d] with index ...", queryOffset, queryCount - 1));
+            for (int i = queryOffset; i < queryCount; i++) {
+                String query = queries.get(i);
+                ArrayNode rNoIndex = resNoIndex[i];
+                Pair<ArrayNode, String> pWithIndex = executeQuery(query, true);
+                ArrayNode planWithIndex = readLinesIntoArrayNode(pWithIndex.second);
+                String comment = String.format("%s;%s", this, query);
+                if (!hasIndexSearch(planWithIndex, indexName)) {
+                    File fPlan = SqlppRQGTestBase.writeResult(OUTPUT_DIR, planWithIndex, id, "plan", comment,
+                            (out, node) -> out.println(node.asText()));
+                    Assert.fail(
+                            String.format("Index was not used. Expected to find search of index [%s] in query plan: %s",
+                                    indexName, fPlan.getAbsolutePath()));
+                }
+                ArrayNode rWithIndex = pWithIndex.first;
+                if (!rNoIndex.equals(rWithIndex)) {
+                    File fNoIndex = SqlppRQGTestBase.writeResult(OUTPUT_DIR, rNoIndex, id, "no_index", comment);
+                    File fWithIndex = SqlppRQGTestBase.writeResult(OUTPUT_DIR, rWithIndex, id, "with_index", comment);
+                    Assert.fail(
+                            String.format("Different results for query #%d [%s].%nWithout index: %s%nWith index: %s", i,
+                                    query, fNoIndex.getAbsolutePath(), fWithIndex.getAbsolutePath()));
+                }
+            }
+        }
+
+        @Override
+        public String toString() {
+            StringBuilder sb = new StringBuilder(64);
+            sb.append('#').append(id).append(' ');
+            sb.append(generateCreateIndex(true));
+            sb.append(String.format(" PROBE(%s)", probeType.getTypeName()));
+            if (options.contains(TestOption.INDEX_ONLY_ENABLED)) {
+                sb.append(" INDEX_ONLY");
+            }
+            if (options.contains(TestOption.INNER_JOIN_QUERY)) {
+                sb.append(" JOIN");
+            } else if (options.contains(TestOption.LEFT_OUTER_JOIN_QUERY)) {
+                sb.append(" LEFT JOIN");
+            }
+            return sb.toString();
+        }
+
+        private String generateDropIndex() {
+            return String.format("DROP INDEX %s.%s.%s IF EXISTS", dataverseName, datasetName, indexName);
+        }
+
+        private String generateCreateIndex() {
+            return generateCreateIndex(false);
+        }
+
+        private String generateCreateIndex(boolean displayOnly) {
+            StringBuilder sb = new StringBuilder(64);
+            String columnName = getColumnName(fieldType);
+            if (!displayOnly) {
+                sb.append("CREATE INDEX ").append(indexName).append(" ON ").append(dataverseName).append('.');
+            }
+            sb.append(datasetName).append("(").append(columnName);
+            if (indexedType != null) {
+                sb.append(':').append(indexedType.getTypeName());
+            }
+            sb.append(")");
+            sb.append(" ");
+            if (options.contains(TestOption.EXCLUDE_UNKNOWN_KEY)) {
+                sb.append(displayOnly ? "-UNKN_KEY" : "EXCLUDE UNKNOWN KEY");
+            } else {
+                sb.append(displayOnly ? "+UNKN_KEY" : "INCLUDE UNKNOWN KEY");
+            }
+            if (options.contains(TestOption.CAST_DEFAULT_NULL)) {
+                sb.append(" CAST(DEFAULT NULL)");
+            }
+            return sb.toString();
+        }
+
+        private String generateSearchQuery(AlgebricksBuiltinFunctions.ComparisonKind cmpKind, double p) {
+            String columnName = getColumnName(fieldType);
+            boolean castDefaultNull = options.contains(TestOption.CAST_DEFAULT_NULL);
+
+            StringBuilder sb = new StringBuilder(128);
+            addQueryProlog(sb);
+
+            String indexedFieldCastFn = castDefaultNull ? getTypeConstructorFunction(indexedType) : "";
+            String probeValueCastFn = probeType.getTypeName();
+
+            sb.append(String.format("SELECT VALUE %s ", columnName));
+            sb.append(String.format("FROM %s.%s ", dataverseName, datasetName));
+            sb.append(String.format("WHERE %s(%s) %s %s(%s) ", indexedFieldCastFn, columnName, getCmpOp(cmpKind),
+                    probeValueCastFn, p));
+            sb.append(String.format("ORDER BY %s", columnName));
+            return sb.toString();
+        }
+
+        private String generateJoinQuery(boolean leftOuterJoin) {
+            if (!canJoin(fieldType, indexedType, probeType)) {
+                throw new IllegalStateException();
+            }
+
+            String columnName = getColumnName(fieldType);
+            String cmpOp = getCmpOp(AlgebricksBuiltinFunctions.ComparisonKind.EQ);
+            boolean castDefaultNull = options.contains(TestOption.CAST_DEFAULT_NULL);
+
+            StringBuilder sb = new StringBuilder(128);
+            addQueryProlog(sb);
+
+            String indexedFieldCastFn = castDefaultNull ? getTypeConstructorFunction(indexedType) : "";
+            String probeValueCastFn = probeType.getTypeName();
+
+            sb.append(String.format("SELECT t1.%s AS t1_%s, t2.%s AS t2_%s ", ID_COLUMN_NAME, ID_COLUMN_NAME,
+                    ID_COLUMN_NAME, ID_COLUMN_NAME));
+            sb.append(String.format("FROM %s.%s t1 ", dataverseName, probeSourceDatasetName));
+            sb.append(String.format("%s JOIN %s.%s t2 ", leftOuterJoin ? "LEFT" : "", dataverseName, datasetName));
+            sb.append(String.format("ON %s(t1.%s) /* +%s */ %s %s(t2.%s) ", probeValueCastFn, columnName,
+                    SqlppHint.INDEXED_NESTED_LOOP_JOIN_HINT.getIdentifier(), cmpOp, indexedFieldCastFn, columnName));
+            sb.append(String.format("ORDER BY t1_%s, t2_%s", ID_COLUMN_NAME, ID_COLUMN_NAME));
+            return sb.toString();
+        }
+
+        private void addQueryProlog(StringBuilder sb) {
+            sb.append(String.format(COMPILER_OPTION_FORMAT, CompilerProperties.COMPILER_SORT_PARALLEL_KEY, false));
+            sb.append(String.format(COMPILER_OPTION_FORMAT, CompilerProperties.COMPILER_INDEXONLY_KEY,
+                    options.contains(TestOption.INDEX_ONLY_ENABLED)));
+            if (options.contains(TestOption.CAST_DEFAULT_NULL)) {
+                sb.append(String.format(COMPILER_OPTION_FORMAT, FunctionUtil.IMPORT_PRIVATE_FUNCTIONS, true));
+            }
+        }
+
+        private String getTypeConstructorFunction(BuiltinType probeType) {
+            return options.contains(TestOption.CAST_DEFAULT_NULL)
+                    ? Objects.requireNonNull(TypeUtil.getTypeConstructorDefaultNull(probeType, false)).getName()
+                            .replace('-', '_')
+                    : probeType.getTypeName();
+        }
+
+        private String getCmpOp(AlgebricksBuiltinFunctions.ComparisonKind cmpKind) {
+            switch (cmpKind) {
+                case GT:
+                    return ">";
+                case GE:
+                    return ">=";
+                case LE:
+                    return "<";
+                case LT:
+                    return "<=";
+                case EQ:
+                    return "=";
+                case NEQ:
+                default:
+                    throw new IllegalStateException(String.valueOf(cmpKind));
+            }
+        }
+
+        private static boolean canJoin(BuiltinType fieldType, BuiltinType indexedType, BuiltinType probeType) {
+            return probeType.getTypeTag() == (indexedType != null ? indexedType : fieldType).getTypeTag();
+        }
+    }
+}
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGGroupingSetsIT.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGGroupingSetsIT.java
index 2ccab70..e9db5fa 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGGroupingSetsIT.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGGroupingSetsIT.java
@@ -102,7 +102,7 @@
 
     @Test
     public void test() throws Exception {
-        runTestCase(testcaseId, groupByClause, sqlQuery, sqlppQuery);
+        runTestCase(testcaseId, groupByClause, sqlQuery, sqlppQuery, null);
     }
 
     private static TestQuery generateQuery(int testcaseId, Random random) {
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGJoinsIT.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGJoinsIT.java
index 6f16400..7dfd0f0 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGJoinsIT.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGJoinsIT.java
@@ -21,9 +21,13 @@
 
 import java.util.ArrayList;
 import java.util.Collection;
+import java.util.Collections;
 import java.util.List;
 import java.util.function.IntUnaryOperator;
 
+import org.apache.asterix.api.http.server.QueryServiceRequestParameters;
+import org.apache.asterix.testframework.xml.ParameterTypeEnum;
+import org.apache.asterix.testframework.xml.TestCase;
 import org.junit.AfterClass;
 import org.junit.BeforeClass;
 import org.junit.Test;
@@ -39,7 +43,9 @@
 
     private final String sqlppQuery;
 
-    private final String desc;
+    private final boolean sqlCompatMode;
+
+    private final String description;
 
     static final String PROJECT_FIELD = "unique1";
 
@@ -47,33 +53,36 @@
 
     static final String FILTER_FIELD = JOIN_FIELD;
 
-    static final char[] SHAPES = new char[] { 'c', 's' }; //TODO: 'q'
+    static final char[] SHAPES = new char[] { 'c', 's', 'q' };
 
-    @Parameterized.Parameters(name = "SqlppRQGJoinsIT {index}: {3}")
+    @Parameterized.Parameters(name = "SqlppRQGJoinsIT {index}: {1}")
     public static Collection<Object[]> tests() {
         List<Object[]> testCases = new ArrayList<>();
 
         IntUnaryOperator filterComputer = i -> 2 * (i + 1);
 
+        boolean[] allSqlCompatModes = new boolean[] { false, true };
         String[] allJoinKinds = new String[] { "INNER", "LEFT", "RIGHT" };
         String[] queryJoinKinds = new String[3];
         int id = 0;
 
-        for (String jk0 : allJoinKinds) {
-            queryJoinKinds[0] = jk0;
-            TestQuery q1 = generateQuery(queryJoinKinds, 1, filterComputer, SHAPES[0]);
-            testCases.add(new Object[] { id++, q1.sqlQuery, q1.sqlppQuery, q1.summary });
+        for (boolean sqlCompatMode : allSqlCompatModes) {
+            for (String jk0 : allJoinKinds) {
+                queryJoinKinds[0] = jk0;
+                TestQuery q1 = generateQuery(queryJoinKinds, 1, filterComputer, SHAPES[0], sqlCompatMode);
+                addTestCase(testCases, id++, q1);
 
-            for (char s : SHAPES) {
-                for (String jk1 : allJoinKinds) {
-                    queryJoinKinds[1] = jk1;
-                    TestQuery q2 = generateQuery(queryJoinKinds, 2, filterComputer, s);
-                    testCases.add(new Object[] { id++, q2.sqlQuery, q2.sqlppQuery, q2.summary });
+                for (char s : SHAPES) {
+                    for (String jk1 : allJoinKinds) {
+                        queryJoinKinds[1] = jk1;
+                        TestQuery q2 = generateQuery(queryJoinKinds, 2, filterComputer, s, sqlCompatMode);
+                        addTestCase(testCases, id++, q2);
 
-                    for (String jk2 : allJoinKinds) {
-                        queryJoinKinds[2] = jk2;
-                        TestQuery q3 = generateQuery(queryJoinKinds, 3, filterComputer, s);
-                        testCases.add(new Object[] { id++, q3.sqlQuery, q3.sqlppQuery, q3.summary });
+                        for (String jk2 : allJoinKinds) {
+                            queryJoinKinds[2] = jk2;
+                            TestQuery q3 = generateQuery(queryJoinKinds, 3, filterComputer, s, sqlCompatMode);
+                            addTestCase(testCases, id++, q3);
+                        }
                     }
                 }
             }
@@ -83,7 +92,7 @@
     }
 
     private static TestQuery generateQuery(String[] joinKinds, int joinKindsSize, IntUnaryOperator filterComputer,
-            char shape) {
+            char shape, boolean sqlCompatMode) {
         int tCount = joinKindsSize + 1;
         List<String> tDefs = new ArrayList<>(tCount);
         for (int i = 0; i < tCount; i++) {
@@ -175,7 +184,7 @@
                 summary.append(joinKinds[i - 1]);
             }
             String projectFieldExprSql = String.format(fieldExprFormat, tThis, PROJECT_FIELD);
-            String projectFieldExprSqlpp = missing2Null(projectFieldExprSql);
+            String projectFieldExprSqlpp = sqlCompatMode ? projectFieldExprSql : missing2Null(projectFieldExprSql);
             String projectFieldAlias = String.format("%s_%s", tThis, PROJECT_FIELD);
             String projectFormat = "%s AS %s";
             selectClauseSql.append(String.format(projectFormat, projectFieldExprSql, projectFieldAlias));
@@ -188,22 +197,32 @@
             summary.append(';').append(shape);
         }
 
+        if (sqlCompatMode) {
+            summary.append(";sql-compat");
+        }
+
         String queryFormat = "SELECT %s %sORDER BY %s";
         String sqlQuery = String.format(queryFormat, selectClauseSql, fromClauseSql, orderbyClauseSql);
         String sqlppQuery = String.format(queryFormat, selectClauseSqlpp, fromClauseSqlpp, orderbyClauseSqlpp);
 
-        return new TestQuery(sqlQuery, sqlppQuery, summary.toString());
+        return new TestQuery(sqlQuery, sqlppQuery, sqlCompatMode, summary.toString());
     }
 
     private static String missing2Null(String expr) {
         return String.format("if_missing(%s, null)", expr);
     }
 
-    public SqlppRQGJoinsIT(int testcaseId, String sqlQuery, String sqlppQuery, String desc) {
+    private static void addTestCase(List<Object[]> testCases, int id, TestQuery q) {
+        testCases.add(new Object[] { id, q.summary, q.sqlQuery, q.sqlppQuery, q.sqlCompatMode });
+    }
+
+    public SqlppRQGJoinsIT(int testcaseId, String description, String sqlQuery, String sqlppQuery,
+            boolean sqlCompatMode) {
         this.testcaseId = testcaseId;
+        this.description = description;
         this.sqlQuery = sqlQuery;
         this.sqlppQuery = sqlppQuery;
-        this.desc = desc;
+        this.sqlCompatMode = sqlCompatMode;
     }
 
     @BeforeClass
@@ -218,17 +237,27 @@
 
     @Test
     public void test() throws Exception {
-        runTestCase(testcaseId, desc, sqlQuery, sqlppQuery);
+        List<TestCase.CompilationUnit.Parameter> params = null;
+        if (sqlCompatMode) {
+            TestCase.CompilationUnit.Parameter sqlCompatModeParam = new TestCase.CompilationUnit.Parameter();
+            sqlCompatModeParam.setName(QueryServiceRequestParameters.Parameter.SQL_COMPAT.str());
+            sqlCompatModeParam.setType(ParameterTypeEnum.JSON);
+            sqlCompatModeParam.setValue(String.valueOf(sqlCompatMode));
+            params = Collections.singletonList(sqlCompatModeParam);
+        }
+        runTestCase(testcaseId, description, sqlQuery, sqlppQuery, params);
     }
 
     private static class TestQuery {
         final String sqlQuery;
         final String sqlppQuery;
         final String summary;
+        boolean sqlCompatMode;
 
-        TestQuery(String sqlQuery, String sqlppQuery, String summary) {
+        TestQuery(String sqlQuery, String sqlppQuery, boolean sqlCompatMode, String summary) {
             this.sqlQuery = sqlQuery;
             this.sqlppQuery = sqlppQuery;
+            this.sqlCompatMode = sqlCompatMode;
             this.summary = summary;
         }
     }
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGTestBase.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGTestBase.java
index 434b368..dbf214b 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGTestBase.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/runtime/SqlppRQGTestBase.java
@@ -25,6 +25,7 @@
 import java.io.InputStream;
 import java.io.InputStreamReader;
 import java.io.PrintWriter;
+import java.net.URI;
 import java.nio.charset.StandardCharsets;
 import java.nio.file.Files;
 import java.nio.file.Path;
@@ -54,6 +55,7 @@
 import org.apache.asterix.test.common.TestExecutor;
 import org.apache.asterix.test.common.TestHelper;
 import org.apache.asterix.testframework.context.TestCaseContext;
+import org.apache.asterix.testframework.xml.TestCase;
 import org.apache.commons.io.FileUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.logging.log4j.LogManager;
@@ -68,18 +70,13 @@
 import com.fasterxml.jackson.databind.node.ArrayNode;
 import com.fasterxml.jackson.databind.node.ObjectNode;
 
-// Prerequisite:
-// setenv TESTCONTAINERS_RYUK_DISABLED true
-
 public abstract class SqlppRQGTestBase {
 
     private static final Logger LOGGER = LogManager.getLogger(SqlppRQGTestBase.class);
 
-    protected static final String TESTCONTAINERS_RYUK_DISABLED = "TESTCONTAINERS_RYUK_DISABLED";
-
     protected static final String TEST_CONFIG_FILE_NAME = "src/main/resources/cc.conf";
 
-    protected static final String POSTGRES_IMAGE = "postgres:12.2";
+    protected static final String POSTGRES_IMAGE = "postgres:13.4";
 
     protected static final String TABLE_NAME = "tenk";
 
@@ -143,8 +140,8 @@
         return result;
     }
 
-    protected void runTestCase(int testcaseId, String testcaseDescription, String sqlQuery, String sqlppQuery)
-            throws Exception {
+    protected void runTestCase(int testcaseId, String testcaseDescription, String sqlQuery, String sqlppQuery,
+            List<TestCase.CompilationUnit.Parameter> params) throws Exception {
         LOGGER.info(String.format("Starting testcase #%d: %s", testcaseId, testcaseDescription));
 
         LOGGER.info("Running SQL");
@@ -158,16 +155,17 @@
         LOGGER.info("Running SQL++");
         LOGGER.info(sqlppQuery);
         ArrayNode sqlppResult;
-        try (InputStream resultStream = testExecutor.executeQueryService(sqlppQuery,
-                testExecutor.getEndpoint(Servlets.QUERY_SERVICE), TestCaseContext.OutputFormat.ADM)) {
+        URI endpoint = testExecutor.getEndpoint(Servlets.QUERY_SERVICE);
+        try (InputStream resultStream = testExecutor.executeQueryService(sqlppQuery, TestCaseContext.OutputFormat.ADM,
+                endpoint, params == null ? Collections.emptyList() : params, false, StandardCharsets.UTF_8)) {
             sqlppResult = asJson(
                     ResultExtractor.extract(resultStream, StandardCharsets.UTF_8, TestCaseContext.OutputFormat.ADM));
         }
 
         boolean eq = TestHelper.equalJson(sqlResult, sqlppResult, false, false, false, null);
 
-        File sqlResultFile = writeResult(sqlResult, testcaseId, "sql", testcaseDescription);
-        File sqlppResultFile = writeResult(sqlppResult, testcaseId, "sqlpp", testcaseDescription);
+        File sqlResultFile = writeResult(outputDir, sqlResult, testcaseId, "sql", testcaseDescription);
+        File sqlppResultFile = writeResult(outputDir, sqlppResult, testcaseId, "sqlpp", testcaseDescription);
 
         if (!eq) {
             /*
@@ -328,7 +326,13 @@
         }
     }
 
-    protected File writeResult(ArrayNode result, int testcaseId, String resultKind, String comment) throws IOException {
+    static File writeResult(Path outputDir, ArrayNode result, int testcaseId, String resultKind, String comment)
+            throws IOException {
+        return writeResult(outputDir, result, testcaseId, resultKind, comment, SqlppRQGTestBase::prettyPrint);
+    }
+
+    static File writeResult(Path outputDir, ArrayNode result, int testcaseId, String resultKind, String comment,
+            JsonNodePrinter printer) throws IOException {
         File outDir = outputDir.toFile();
         String outFileName = String.format("%d.%s.txt", testcaseId, resultKind);
         FileUtils.forceMkdir(outDir);
@@ -337,12 +341,20 @@
             pw.print("---");
             pw.println(comment);
             for (int i = 0, ln = result.size(); i < ln; i++) {
-                pw.println(ResultExtractor.prettyPrint(result.get(i)));
+                printer.print(pw, result.get(i));
             }
         }
         return outFile;
     }
 
+    public interface JsonNodePrinter {
+        void print(PrintWriter out, JsonNode node) throws IOException;
+    }
+
+    private static void prettyPrint(PrintWriter out, JsonNode node) throws JsonProcessingException {
+        out.println(ResultExtractor.prettyPrint(node));
+    }
+
     protected static <T> List<T> randomize(Collection<T> input, Random random) {
         List<T> output = new ArrayList<>(input);
         Collections.shuffle(output, random);
@@ -369,7 +381,7 @@
 
     protected static void startAsterix() throws Exception {
         testExecutor = new TestExecutor();
-        LangExecutionUtil.setUp(TEST_CONFIG_FILE_NAME, testExecutor);
+        LangExecutionUtil.setUp(TEST_CONFIG_FILE_NAME, testExecutor, false);
         loadAsterixData();
     }
 
@@ -378,10 +390,6 @@
     }
 
     protected static void startPostgres() throws SQLException, IOException {
-        if (!Boolean.parseBoolean(System.getenv(TESTCONTAINERS_RYUK_DISABLED))) {
-            throw new IllegalStateException(
-                    String.format("Set environment variable %s=%s", TESTCONTAINERS_RYUK_DISABLED, true));
-        }
         LOGGER.info("Starting Postgres");
         postgres = new PostgreSQLContainer<>(POSTGRES_IMAGE);
         postgres.start();
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/sqlpp/ParserTestExecutor.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/sqlpp/ParserTestExecutor.java
index 2039d53..8a87de7 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/sqlpp/ParserTestExecutor.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/sqlpp/ParserTestExecutor.java
@@ -19,6 +19,9 @@
 package org.apache.asterix.test.sqlpp;
 
 import static org.apache.hyracks.util.file.FileUtil.canonicalize;
+import static org.mockito.Matchers.any;
+import static org.mockito.Matchers.anyBoolean;
+import static org.mockito.Matchers.anyString;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
 
@@ -159,7 +162,17 @@
                     return mockDataverse;
                 }
             });
-            when(metadataProvider.findDataset(Mockito.<DataverseName> any(), Mockito.<String> any()))
+            when(metadataProvider.findDataset(any(DataverseName.class), anyString())).thenAnswer(new Answer<Dataset>() {
+                @Override
+                public Dataset answer(InvocationOnMock invocation) {
+                    Object[] args = invocation.getArguments();
+                    final Dataset mockDataset = mock(Dataset.class);
+                    when(mockDataset.getDataverseName()).thenReturn((DataverseName) args[0]);
+                    when(mockDataset.getDatasetName()).thenReturn((String) args[1]);
+                    return mockDataset;
+                }
+            });
+            when(metadataProvider.findDataset(any(DataverseName.class), anyString(), anyBoolean()))
                     .thenAnswer(new Answer<Dataset>() {
                         @Override
                         public Dataset answer(InvocationOnMock invocation) {
@@ -170,7 +183,7 @@
                             return mockDataset;
                         }
                     });
-            when(metadataProvider.lookupUserDefinedFunction(Mockito.<FunctionSignature> any()))
+            when(metadataProvider.lookupUserDefinedFunction(any(FunctionSignature.class)))
                     .thenAnswer(new Answer<Function>() {
                         @Override
                         public Function answer(InvocationOnMock invocation) {
@@ -189,7 +202,7 @@
                 if (st.getKind() == Statement.Kind.QUERY) {
                     Query query = (Query) st;
                     IQueryRewriter rewriter = sqlppRewriterFactory.createQueryRewriter();
-                    LangRewritingContext rwContext = new LangRewritingContext(metadataProvider, functions,
+                    LangRewritingContext rwContext = new LangRewritingContext(metadataProvider, functions, null,
                             TestUtils.NOOP_WARNING_COLLECTOR, query.getVarCounter());
                     rewrite(rewriter, query, rwContext);
 
diff --git a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/storage/PersistentLocalResourceRepositoryTest.java b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/storage/PersistentLocalResourceRepositoryTest.java
index 50118fc..59efef4 100644
--- a/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/storage/PersistentLocalResourceRepositoryTest.java
+++ b/asterixdb/asterix-app/src/test/java/org/apache/asterix/test/storage/PersistentLocalResourceRepositoryTest.java
@@ -189,7 +189,7 @@
         DatasetResourceReference drr = DatasetResourceReference.of(localResource);
         IIndexCheckpointManagerProvider indexCheckpointManagerProvider = ncAppCtx.getIndexCheckpointManagerProvider();
         IIndexCheckpointManager indexCheckpointManager = indexCheckpointManagerProvider.get(drr);
-        indexCheckpointManager.advanceValidComponentSequence(validComponentSequence);
+        indexCheckpointManager.advanceValidComponent(validComponentSequence, 1);
         // create components to be merged
         String btree = "_b";
         String filter = "_f";
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_key_2/issue_363_temporal_key_2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_key_2/issue_363_temporal_key_2.3.query.sqlpp
index 280fff0..022c5a1 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_key_2/issue_363_temporal_key_2.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_key_2/issue_363_temporal_key_2.3.query.sqlpp
@@ -17,7 +17,7 @@
  * under the License.
  */
 /*
- * Description  : create a dataset using time as the primary key 
+ * Description  : create a dataset using time as the primary key
  * Expected Res : Success
  * Date         : 7 May 2013
  * Issue        : 363
@@ -27,4 +27,5 @@
 
 SELECT VALUE ds
 FROM Employee ds
-WHERE ds.id > time("07:07:07.777Z");
+WHERE ds.id > time("07:07:07.777Z")
+ORDER BY ds.name;
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_sec_key_2/issue_363_temporal_sec_key_2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_sec_key_2/issue_363_temporal_sec_key_2.3.query.sqlpp
index dffccc7..bec8fda 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_sec_key_2/issue_363_temporal_sec_key_2.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/metadata/queries/basic/issue_363_temporal_sec_key_2/issue_363_temporal_sec_key_2.3.query.sqlpp
@@ -17,7 +17,7 @@
  * under the License.
  */
 /*
- * Description  : create a dataset using time for the secondary index 
+ * Description  : create a dataset using time for the secondary index
  * Expected Res : Success
  * Date         : 26 May 2013
  * Issue        : 461
@@ -27,4 +27,5 @@
 
 SELECT VALUE ds
 FROM Employee ds
-WHERE ds.tm > time("07:07:07.777Z");
+WHERE ds.tm > time("07:07:07.777Z")
+ORDER BY ds.name;
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/queries/exception/exception_create_system_view/exception_create_system_view.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/metadata/queries/exception/exception_create_system_view/exception_create_system_view.1.ddl.sqlpp
new file mode 100644
index 0000000..5e69371
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/metadata/queries/exception/exception_create_system_view/exception_create_system_view.1.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+create view Metadata.MyMetaView as
+  select count(*) from Metadata.`Dataset`;
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_previous_success.sqlpp b/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_previous_success.sqlpp
index 041fc6d..f9e49db 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_previous_success.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_previous_success.sqlpp
@@ -23,7 +23,6 @@
  */
 use custord;
 
-write output to asterix_nc1:"mdtest/transaction_verify_failure_previous_success.adm";
 
 SELECT VALUE t
 FROM Metadata.`Datatype` t
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_subsequent_no_execution.sqlpp b/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_subsequent_no_execution.sqlpp
index 16c9b26..023cdbc 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_subsequent_no_execution.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/metadata/queries/transaction/verify_failure_subsequent_no_execution.sqlpp
@@ -24,7 +24,6 @@
 
 use custord;
 
-write output to asterix_nc1:"mdtest/transaction_verify_failure_subsequent_no_execution.adm";
 
 SELECT VALUE idx
 FROM Metadata.`Index` idx
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_1/issue363_temporal_key_1.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_1/issue363_temporal_key_1.1.adm
index 57b8610..e5033de 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_1/issue363_temporal_key_1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_1/issue363_temporal_key_1.1.adm
@@ -1 +1 @@
-{ "id": datetime("2013-01-01T00:00:00.000Z"), "name": "Bob" }
+{ "id": datetime("2013-01-01T00:00:00.000"), "name": "Bob" }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_2/issue363_temporal_key_2.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_2/issue363_temporal_key_2.1.adm
index fd08d4f..71895f8 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_2/issue363_temporal_key_2.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_key_2/issue363_temporal_key_2.1.adm
@@ -1,2 +1,2 @@
-{ "id": time("12:37:19.000Z"), "name": "Alex" }
-{ "id": time("01:39:17.948Z"), "name": "Bob" }
+{ "id": time("20:37:19.000"), "name": "Alex" }
+{ "id": time("21:39:17.948"), "name": "Bob" }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_1/issue363_temporal_sec_key_1.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_1/issue363_temporal_sec_key_1.1.adm
index e3bf18d..9422a0e 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_1/issue363_temporal_sec_key_1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_1/issue363_temporal_sec_key_1.1.adm
@@ -1 +1 @@
-{ "id": datetime("2013-01-01T00:00:00.000Z"), "dt": datetime("2013-01-01T00:00:00.000Z"), "name": "Bob" }
+{ "id": datetime("2013-01-01T00:00:00.000"), "dt": datetime("2013-01-01T00:00:00.000"), "name": "Bob" }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_2/issue363_temporal_sec_key_2.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_2/issue363_temporal_sec_key_2.1.adm
index a26d069..f2cf80e 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_2/issue363_temporal_sec_key_2.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/issue_363_temporal_sec_key_2/issue363_temporal_sec_key_2.1.adm
@@ -1,2 +1,2 @@
-{ "id": time("12:37:19.000Z"), "tm": time("12:37:19.000Z"), "name": "Alex" }
-{ "id": time("01:39:17.948Z"), "tm": time("01:39:17.948Z"), "name": "Bob" }
+{ "id": time("20:37:19.000"), "tm": time("20:37:19.000"), "name": "Alex" }
+{ "id": time("21:39:17.948"), "tm": time("21:39:17.948"), "name": "Bob" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta05/meta05.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta05/meta05.1.adm
index f770710..5f1d071 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta05/meta05.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta05/meta05.1.adm
@@ -1,2 +1,2 @@
-{ "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "idx1", "IndexStructure": "BTREE", "SearchKey": [ [ "name" ] ], "IsPrimary": false, "Timestamp": "Tue Jun 21 15:54:27 PDT 2016", "PendingOp": 0 }
+{ "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "idx1", "IndexStructure": "BTREE", "SearchKey": [ [ "name" ] ], "IsPrimary": false, "Timestamp": "Tue Jun 21 15:54:27 PDT 2016", "PendingOp": 0, "ExcludeUnknownKey": false }
 { "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "t1", "IndexStructure": "BTREE", "SearchKey": [ [ "id" ] ], "IsPrimary": true, "Timestamp": "Tue Jun 21 15:54:27 PDT 2016", "PendingOp": 0 }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta16/meta16.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta16/meta16.1.adm
index dab91a3..300715d1 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta16/meta16.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/meta16/meta16.1.adm
@@ -1,2 +1,2 @@
-{ "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "idx1", "IndexStructure": "BTREE", "SearchKey": [ [ "name" ] ], "IsPrimary": false, "Timestamp": "Tue Jun 21 15:54:28 PDT 2016", "PendingOp": 0, "SearchKeyType": [ "string" ], "IsEnforced": true }
+{ "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "idx1", "IndexStructure": "BTREE", "SearchKey": [ [ "name" ] ], "IsPrimary": false, "Timestamp": "Tue Jun 21 15:54:28 PDT 2016", "PendingOp": 0, "SearchKeyType": [ "string" ], "IsEnforced": true, "ExcludeUnknownKey": false }
 { "DataverseName": "testdv", "DatasetName": "t1", "IndexName": "t1", "IndexStructure": "BTREE", "SearchKey": [ [ "id" ] ], "IsPrimary": true, "Timestamp": "Tue Jun 21 15:54:28 PDT 2016", "PendingOp": 0 }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_dataset/metadata_dataset.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_dataset/metadata_dataset.1.adm
index 84ce315..80bc98a 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_dataset/metadata_dataset.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_dataset/metadata_dataset.1.adm
@@ -7,6 +7,8 @@
 { "DataverseName": "Metadata", "DatasetName": "Feed", "DatatypeDataverseName": "Metadata", "DatatypeName": "FeedRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "FeedName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "FeedName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 10, "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "FeedConnection", "DatatypeDataverseName": "Metadata", "DatatypeName": "FeedConnectionRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "FeedName" ], [ "DatasetName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "FeedName" ], [ "DatasetName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 11, "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "FeedPolicy", "DatatypeDataverseName": "Metadata", "DatatypeName": "FeedPolicyRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "PolicyName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "PolicyName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 12, "PendingOp": 0 }
+{ "DataverseName": "Metadata", "DatasetName": "FullTextConfig", "DatatypeDataverseName": "Metadata", "DatatypeName": "FullTextConfigRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "FullTextConfigName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "FullTextConfigName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Thu Oct 29 16:14:12 PDT 2020", "DatasetId": 16, "PendingOp": 0 }
+{ "DataverseName": "Metadata", "DatasetName": "FullTextFilter", "DatatypeDataverseName": "Metadata", "DatatypeName": "FullTextFilterRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "FullTextFilterName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "FullTextFilterName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Thu Oct 29 16:14:12 PDT 2020", "DatasetId": 17, "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Function", "DatatypeDataverseName": "Metadata", "DatatypeName": "FunctionRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "Name" ], [ "Arity" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "Name" ], [ "Arity" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 7, "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Index", "DatatypeDataverseName": "Metadata", "DatatypeName": "IndexRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "DatasetName" ], [ "IndexName" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "DatasetName" ], [ "IndexName" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 4, "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Library", "DatatypeDataverseName": "Metadata", "DatatypeName": "LibraryRecordType", "DatasetType": "INTERNAL", "GroupName": "MetadataGroup", "CompactionPolicy": "concurrent", "CompactionPolicyProperties": [ { "Name": "max-component-count", "Value": "30" }, { "Name": "min-merge-component-count", "Value": "3" }, { "Name": "max-merge-component-count", "Value": "10" }, { "Name": "size-ratio", "Value": "1.2" } ], "InternalDetails": { "FileStructure": "BTREE", "PartitioningStrategy": "HASH", "PartitioningKey": [ [ "DataverseName" ], [ "Name" ] ], "PrimaryKey": [ [ "DataverseName" ], [ "Name" ] ], "Autogenerated": false }, "Hints": {{  }}, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "DatasetId": 9, "PendingOp": 0 }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
index 9aa9269..d352a6f 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_datatype/metadata_datatype.1.adm
@@ -29,6 +29,9 @@
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "FeedName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "AdapterConfiguration", "FieldType": "FeedRecordType_AdapterConfiguration", "IsNullable": false, "IsMissable": false }, { "FieldName": "Timestamp", "FieldType": "string", "IsNullable": false, "IsMissable": false } ] } }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType_AdapterConfiguration", "Derived": { "Tag": "UNORDEREDLIST", "IsAnonymous": true, "UnorderedList": "FeedRecordType_AdapterConfiguration_Item" }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
 { "DataverseName": "Metadata", "DatatypeName": "FeedRecordType_AdapterConfiguration_Item", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "Name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Value", "FieldType": "string", "IsNullable": false, "IsMissable": false } ] } }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
+{ "DataverseName": "Metadata", "DatatypeName": "FullTextConfigRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "FullTextConfigName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Tokenizer", "FieldType": "string", "IsNullable": true, "IsMissable": false }, { "FieldName": "FullTextFilterPipeline", "FieldType": "FullTextFilterPipeline", "IsNullable": true, "IsMissable": false } ] } }, "Timestamp": "Mon Nov 23 02:42:02 PST 2020" }
+{ "DataverseName": "Metadata", "DatatypeName": "FullTextFilterPipeline", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "string" }, "Timestamp": "Mon Nov 23 02:42:02 PST 2020" }
+{ "DataverseName": "Metadata", "DatatypeName": "FullTextFilterRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "FullTextFilterName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "FullTextFilterType", "FieldType": "string", "IsNullable": false, "IsMissable": false } ] } }, "Timestamp": "Mon Nov 23 02:42:02 PST 2020" }
 { "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType", "Derived": { "Tag": "RECORD", "IsAnonymous": false, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "DataverseName", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Arity", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Params", "FieldType": "FunctionRecordType_Params", "IsNullable": false, "IsMissable": false }, { "FieldName": "ReturnType", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Definition", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Language", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Kind", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "Dependencies", "FieldType": "FunctionRecordType_Dependencies", "IsNullable": false, "IsMissable": false } ] } }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
 { "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType_Dependencies", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "FunctionRecordType_Dependencies_Item" }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
 { "DataverseName": "Metadata", "DatatypeName": "FunctionRecordType_Dependencies_Item", "Derived": { "Tag": "ORDEREDLIST", "IsAnonymous": true, "OrderedList": "FunctionRecordType_Dependencies_Item_Item" }, "Timestamp": "Thu May 14 18:42:45 PDT 2020" }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_index/metadata_index.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_index/metadata_index.1.adm
index bdb22c7..5a40088 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_index/metadata_index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_index/metadata_index.1.adm
@@ -7,6 +7,8 @@
 { "DataverseName": "Metadata", "DatasetName": "Feed", "IndexName": "Feed", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "FeedName" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "FeedConnection", "IndexName": "FeedConnection", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "FeedName" ], [ "DatasetName" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "FeedPolicy", "IndexName": "FeedPolicy", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "PolicyName" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
+{ "DataverseName": "Metadata", "DatasetName": "FullTextConfig", "IndexName": "FullTextConfig", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "FullTextConfigName" ] ], "IsPrimary": true, "Timestamp": "Thu Oct 29 16:20:12 PDT 2020", "PendingOp": 0 }
+{ "DataverseName": "Metadata", "DatasetName": "FullTextFilter", "IndexName": "FullTextFilter", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "FullTextFilterName" ] ], "IsPrimary": true, "Timestamp": "Thu Oct 29 16:20:12 PDT 2020", "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Function", "IndexName": "Function", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "Name" ], [ "Arity" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Index", "IndexName": "Index", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "DatasetName" ], [ "IndexName" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
 { "DataverseName": "Metadata", "DatasetName": "Library", "IndexName": "Library", "IndexStructure": "BTREE", "SearchKey": [ [ "DataverseName" ], [ "Name" ] ], "IsPrimary": true, "Timestamp": "Fri Oct 21 10:29:21 PDT 2016", "PendingOp": 0 }
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_selfjoin/metadata_selfjoin.1.adm b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_selfjoin/metadata_selfjoin.1.adm
index 7031c72..27f8a71 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_selfjoin/metadata_selfjoin.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/metadata/results/basic/metadata_selfjoin/metadata_selfjoin.1.adm
@@ -12,4 +12,6 @@
 { "dv1": "Metadata", "dv2": "Metadata" }
 { "dv1": "Metadata", "dv2": "Metadata" }
 { "dv1": "Metadata", "dv2": "Metadata" }
+{ "dv1": "Metadata", "dv2": "Metadata" }
+{ "dv1": "Metadata", "dv2": "Metadata" }
 { "dv1": "Metadata", "dv2": "Metadata" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/metadata/testsuite.xml b/asterixdb/asterix-app/src/test/resources/metadata/testsuite.xml
index 2318d91..49e4d74 100644
--- a/asterixdb/asterix-app/src/test/resources/metadata/testsuite.xml
+++ b/asterixdb/asterix-app/src/test/resources/metadata/testsuite.xml
@@ -363,6 +363,12 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
+      <compilation-unit name="exception_create_system_view">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1079: Compilation error: Invalid operation - Cannot create a view belonging to the dataverse: Metadata (in line 20, at column 1)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="exception">
       <compilation-unit name="exception_declare_system_function">
         <output-dir compare="Text">none</output-dir>
         <expected-error>ASX1079: Compilation error: Invalid operation - Cannot declare a function belonging to the dataverse: Metadata (in line 22, at column 1)</expected-error>
@@ -492,7 +498,7 @@
     <test-case FilePath="exception">
       <compilation-unit name="issue_255_create_dataset_error_1">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1014: Field "name" is not found (in line 34, at column 1)</expected-error>
+        <expected-error>ASX1014: Field 'name' is not found (in line 34, at column 1)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
@@ -505,56 +511,56 @@
     <test-case FilePath="exception">
       <compilation-unit name="issue_255_create_feed_error">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>org.json.JSONException: JSONObject["summary"] not found</expected-error>
+        <expected-error>org.json.JSONException: JSONObject['summary'] not found</expected-error>
       </compilation-unit>
     </test-case> -->
     <!-- This case should be fixed to return a proper message rather than NPE -->
     <test-case FilePath="exception">
       <compilation-unit name="issue_266_create_dataset_error_1">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1014: Field "point" is not found (in line 34, at column 1)</expected-error>
+        <expected-error>ASX1014: Field 'point' is not found (in line 34, at column 1)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_266_create_dataset_error_2">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1021: The primary key field "id" cannot be nullable (in line 34, at column 1)</expected-error>
+        <expected-error>ASX1021: The primary key field 'id' cannot be nullable (in line 34, at column 1)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_1">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the BTree index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the BTree index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_2">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'age' which is of type integer cannot be indexed using the RTree index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'age' which is of type integer cannot be indexed using the RTree index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_3">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned Keyword index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned Keyword index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_4">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned Keyword index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned Keyword index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_5">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned N-Gram index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned N-Gram index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="exception">
       <compilation-unit name="issue_384_create_index_error_6">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned N-Gram index. (in line 37, at column 1)</expected-error>
+        <expected-error>ASX1079: Compilation error: The field 'loc' which is of type point cannot be indexed using the Length Partitioned N-Gram index. (in line 37, at column 33)</expected-error>
       </compilation-unit>
     </test-case>
   </test-group>
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-1.sqlpp
new file mode 100644
index 0000000..808226a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-1.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+  _id: uuid
+};
+CREATE DATASET   Dataset1 (TestType)
+PRIMARY KEY      _id AUTOGENERATED;
+
+-- Quantifying on items in an array.
+FROM    Dataset1 D
+WHERE   ANY AND EVERY I IN D.items
+        SATISFIES I = 1
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-2.sqlpp
new file mode 100644
index 0000000..4e2690e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-2.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+  _id: uuid
+};
+CREATE DATASET   Dataset1 (TestType)
+PRIMARY KEY      _id AUTOGENERATED;
+
+-- Quantifying on items in an array, that are within an array.
+FROM    Dataset1 D
+WHERE   ANY AND EVERY I IN D.items
+        SATISFIES (
+            SOME AND EVERY J IN I.items
+            SATISFIES J = 1
+        )
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-3.sqlpp
new file mode 100644
index 0000000..e0a9673
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/any-and-every-3.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+  _id: uuid
+};
+CREATE DATASET   Dataset1 (TestType)
+PRIMARY KEY      _id AUTOGENERATED;
+
+-- Quantifying on items in two arrays.
+FROM    Dataset1 D
+WHERE   SOME AND EVERY I IN D.items, J IN D.other_items
+        SATISFIES I = 1 AND J = 2
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query1.sqlpp
new file mode 100644
index 0000000..29b6012
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query1.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Explicit UNNEST query with all fields of a composite index.
+FROM    Dataset1 D
+UNNEST  D.items DI
+WHERE   D.field1 = 1 AND
+        DI.field2 = 2 AND
+        DI.field3 = 3 AND
+        D.field4 = 4
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query2.sqlpp
new file mode 100644
index 0000000..cd56abc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query2.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Explicit UNNEST query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM    Dataset1 D
+UNNEST  D.items DI
+WHERE   D.field1 = 1 AND
+        DI.field2 = 2 AND
+        DI.field3 = 3 AND
+        DI.field3_notindexed = 3 AND
+        D.field4 = 4 AND
+        D.field4_notindexed = 4
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query3.sqlpp
new file mode 100644
index 0000000..6f0cca8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query3.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST outer_items
+      UNNEST inner_items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Explicit UNNEST query with all fields of a composite index, with extra clauses on non-indexed fields (2).
+FROM    Dataset1 D
+UNNEST  D.outer_items DOI
+UNNEST  DOI.inner_items DII
+WHERE   D.field1 = 1 AND
+        DOI.field2_notindexed = 2 AND
+        DII.field2 = 2 AND
+        DII.field3 = 3 AND
+        DII.field3_notindexed = 3 AND
+        D.field4 = 4
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query4.sqlpp
new file mode 100644
index 0000000..d0ff566
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query4.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Existential quantification query with all fields of a composite index.
+FROM    Dataset1 D
+WHERE   D.field1 = 1 AND
+        ( SOME DI IN D.items
+          SATISFIES DI.field2 = 2 AND
+                    DI.field3 = 3 ) AND
+        D.field4 = 4
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query5.sqlpp
new file mode 100644
index 0000000..0668251
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query5.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST outer_items
+      UNNEST inner_items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Existential quantification query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM    Dataset1 D
+WHERE   D.field1 = 1 AND
+        ( SOME DOI IN D.outer_items
+          SATISFIES DOI.field2_notindexed = 2 AND
+                    ( SOME DII IN DOI.inner_items
+                      SATISFIES DII.field2 = 2 AND
+                                DII.field3 = 3 AND
+                                DII.field3_notindexed = 3 ) ) AND
+        D.field4 = 4
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query6.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query6.sqlpp
new file mode 100644
index 0000000..d5bb4ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query6.sqlpp
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    Dataset2 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Explicit UNNEST join query with all fields of a composite index.
+FROM    Dataset2 D2
+INNER JOIN  (
+    FROM    Dataset1 D1
+    UNNEST  D1.items D1I
+    SELECT  D1.field1, D1I.field2, D1I.field3, D1.field4
+) AS    D1IV
+ON      D1IV.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+        D1IV.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+        D1IV.field3 /* +indexnl */ = TO_BIGINT(D2.field3) AND
+        D1IV.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query7.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query7.sqlpp
new file mode 100644
index 0000000..7d257ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query7.sqlpp
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    Dataset2 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Explicit UNNEST join query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM    Dataset2 D2
+INNER JOIN  (
+    FROM    Dataset1 D1
+    UNNEST  D1.items D1I
+    SELECT  D1.field1_notindexed, D1.field1, D1I.field2, D1I.field3, D1I.field3_notindexed, D1.field4
+) AS    D1IV
+ON      D1IV.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+        D1IV.field1_notindexed     = TO_BIGINT(D2.field1_notindexed) AND
+        D1IV.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+        D1IV.field3 /* +indexnl */ = TO_BIGINT(D2.field3) AND
+        D1IV.field3_notindexed     = TO_BIGINT(D2.field3_notindexed) AND
+        D1IV.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query8.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query8.sqlpp
new file mode 100644
index 0000000..96e5040
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query8.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    Dataset2 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Existential quantification join query with all fields of a composite index.
+FROM    Dataset2 D2,
+        Dataset1 D1
+WHERE   D1.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+        ( SOME D1I IN D1.items
+          SATISFIES D1I.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+                    D1I.field3 /* +indexnl */ = TO_BIGINT(D2.field3) ) AND
+        D1.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query9.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query9.sqlpp
new file mode 100644
index 0000000..f16885e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/atomic-and-array-queries/query9.sqlpp
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    Dataset2 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST outer_items
+      UNNEST inner_items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+
+-- Existential quantification query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM    Dataset2 D2,
+        Dataset1 D1
+WHERE   D1.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+        ( SOME DOI IN D1.outer_items
+          SATISFIES DOI.field2_notindexed = TO_BIGINT(D2.field2_notindexed) AND
+                    ( SOME DII IN DOI.inner_items
+                      SATISFIES DII.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+                                DII.field3 /* +indexnl */ = TO_BIGINT(D2.field3) AND
+                                DII.field3_notindexed = TO_BIGINT(D2.field3_notindexed) ) ) AND
+        D1.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT  *;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query1.sqlpp
new file mode 100644
index 0000000..e5448d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query1.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+    };
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   M.date /*+ indexnl */ IN C.dates AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query2.sqlpp
new file mode 100644
index 0000000..99b0c17
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query2.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+    };
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg" AND
+        ( SOME D IN C.dates
+          SATISFIES M.date /*+ indexnl */ = D )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query3.sqlpp
new file mode 100644
index 0000000..bde1c66
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query3.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+    };
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg" AND
+        LEN(C.dates) > 0 AND
+        ( EVERY D IN C.dates
+          SATISFIES M.date /*+ indexnl */ = D )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query4.sqlpp
new file mode 100644
index 0000000..bd14312
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query4.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+    };
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckinA(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinB(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinADates ON YelpCheckinA (UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBDates ON YelpCheckinB (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckinA A, YelpCheckinB B
+WHERE   M.date /*+ indexnl */ IN A.dates AND
+        M.date /*+ indexnl */ IN B.dates
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query5.sqlpp
new file mode 100644
index 0000000..5c78253
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-1/query5.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+    };
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg" AND
+        ( SOME AND EVERY D IN C.dates
+          SATISFIES M.date /*+ indexnl */ = D )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query1.sqlpp
new file mode 100644
index 0000000..2cc0978
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query1.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   M.date /*+ indexnl */ IN C.checkin_times.dates AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query2.sqlpp
new file mode 100644
index 0000000..a7ac426
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query2.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg" AND
+        ( SOME AND EVERY D IN C.checkin_times.dates
+          SATISFIES M.date /*+ indexnl */ = D )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query3.sqlpp
new file mode 100644
index 0000000..6c0487f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-2/query3.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+    };
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+-- This should NOT be optimized, there is no non-array-emptiness clause.
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg" AND
+        ( EVERY D IN C.checkin_times.dates
+          SATISFIES M.date /*+ indexnl */ = D )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query1.sqlpp
new file mode 100644
index 0000000..6d8615e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query1.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   ( SOME D IN C.checkin_times
+          SATISFIES D.date /*+ indexnl */ = M.date ) AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query2.sqlpp
new file mode 100644
index 0000000..3c712f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-3/query2.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   ( SOME AND EVERY D IN C.checkin_times
+          SATISFIES D.date /*+ indexnl */ = M.date ) AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query1.sqlpp
new file mode 100644
index 0000000..9e809de
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query1.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   ( SOME CT IN C.checkin_times
+          SATISFIES ( SOME D IN CT.dates
+                      SATISFIES D /*+ indexnl */ = M.date ) ) AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query2.sqlpp
new file mode 100644
index 0000000..1023a24
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query2.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   ( EVERY CT IN C.checkin_times
+          SATISFIES ( SOME D IN CT.dates
+                      SATISFIES D /*+ indexnl */ = M.date ) ) AND
+        LEN (C.checkin_times) > 0 AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query3.sqlpp
new file mode 100644
index 0000000..7305666
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query3.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckin C
+WHERE   ( SOME AND EVERY CT IN C.checkin_times
+          SATISFIES ( SOME AND EVERY D IN CT.dates
+                      SATISFIES D /*+ indexnl */ = M.date ) ) AND
+        C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query4.sqlpp
new file mode 100644
index 0000000..a7ab028
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-quantified-queries/use-case-4/query4.sqlpp
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckinA(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinB(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDatesA ON YelpCheckinA (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesB ON YelpCheckinB (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckinDateMarkers M, YelpCheckinA A, YelpCheckinB B
+WHERE   ( SOME AND EVERY CT IN A.checkin_times
+          SATISFIES SOME AND EVERY D IN CT.dates
+                    SATISFIES D /*+ indexnl */ = M.date ) AND
+        ( SOME AND EVERY CT IN B.checkin_times
+          SATISFIES SOME AND EVERY D IN CT.dates
+                    SATISFIES D /*+ indexnl */ = M.date )
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query1.sqlpp
new file mode 100644
index 0000000..653a84f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query1.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query2.sqlpp
new file mode 100644
index 0000000..f190af9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query2.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND M.time = "19:49:16";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query3.sqlpp
new file mode 100644
index 0000000..db22a1e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query3.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.dates D
+) AS CD ON CD /*+ indexnl */ = M.datetime;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query4.sqlpp
new file mode 100644
index 0000000..909affd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-1/query4.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.dates D
+) AS CD ON CD /*+ indexnl */ = M.datetime;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query1.sqlpp
new file mode 100644
index 0000000..bf99dff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query1.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query2.sqlpp
new file mode 100644
index 0000000..3d9f1d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query2.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query3.sqlpp
new file mode 100644
index 0000000..10538b8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query3.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query4.sqlpp
new file mode 100644
index 0000000..6f33b3c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-2/query4.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query1.sqlpp
new file mode 100644
index 0000000..9551441
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query1.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query2.sqlpp
new file mode 100644
index 0000000..b8ef5ec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query2.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND D.time = "19:49:16";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query3.sqlpp
new file mode 100644
index 0000000..2a3337c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query3.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query4.sqlpp
new file mode 100644
index 0000000..20cfec9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query4.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D.date
+    FROM YelpCheckin C, C.checkin_times D
+) AS CD ON CD /*+ indexnl */ = M.date;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query5.sqlpp
new file mode 100644
index 0000000..1888ba4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-3/query5.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    SELECT VALUE D.date
+    FROM YelpCheckin C, C.checkin_times D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query1.sqlpp
new file mode 100644
index 0000000..ebef766
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query1.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query2.sqlpp
new file mode 100644
index 0000000..042bad1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query2.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND CT.checkin_times_id = 1
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query3.sqlpp
new file mode 100644
index 0000000..5b7a47e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query3.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query4.sqlpp
new file mode 100644
index 0000000..7e21e98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query4.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query5.sqlpp
new file mode 100644
index 0000000..f34dc23
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/join-unnest-queries/use-case-4/query5.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query1.sqlpp
new file mode 100644
index 0000000..6094af8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query1.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST items : bigint ) EXCLUDE UNKNOWN KEY;
+
+-- Single UNNEST, open index.
+FROM       Dataset1 D1
+WHERE      SOME I IN D1.items, J IN D1.other_items
+           SATISFIES I = 1 AND J = 2
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query2.sqlpp
new file mode 100644
index 0000000..8199a40
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query2.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id:   uuid,
+    items: [bigint]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST items ) EXCLUDE UNKNOWN KEY;
+
+-- Single UNNEST, closed index.
+FROM       Dataset1 D1
+WHERE      SOME I IN D1.items, J IN D1.other_items
+           SATISFIES I = 1 AND J = 2
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query3.sqlpp
new file mode 100644
index 0000000..9dcba5e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query3.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST items
+                             SELECT item : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Single UNNEST w/ SELECT, open index.
+FROM       Dataset1 D1
+WHERE      SOME I IN D1.items, J IN D1.other_items
+           SATISFIES I.item = 1 AND J.item = 2
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query4.sqlpp
new file mode 100644
index 0000000..30f36c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query4.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    items: [{
+        item: bigint
+    }]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST items
+                             SELECT item )
+EXCLUDE UNKNOWN KEY;
+
+-- Single UNNEST w/ SELECT, closed index.
+FROM       Dataset1 D1
+WHERE      SOME I IN D1.items, J IN D1.other_items
+           SATISFIES I.item = 1 AND J.item = 2
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query5.sqlpp
new file mode 100644
index 0000000..1fdabbd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query5.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST outer_items
+                             UNNEST inner_items
+                             SELECT item : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Double UNNEST w/ SELECT, open index.
+FROM       Dataset1 D1
+WHERE      SOME I1 IN D1.outer_items, J IN D1.other_items
+           SATISFIES J.item = 2 AND ( SOME I2 IN I1.inner_items, J2 IN I1.other_inner_items
+                                      SATISFIES I2.item = 1 AND J2.item = 2 )
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query6.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query6.sqlpp
new file mode 100644
index 0000000..dee73ad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query6.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    outer_items: [{
+        inner_items: [{
+            item: bigint
+        }]
+    }]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST outer_items
+                             UNNEST inner_items
+                             SELECT item )
+EXCLUDE UNKNOWN KEY;
+
+-- Double UNNEST w/ SELECT, open index.
+FROM       Dataset1 D1
+WHERE      SOME I1 IN D1.outer_items, J IN D1.other_items
+           SATISFIES J.item = 2 AND ( SOME I2 IN I1.inner_items, J2 IN I1.other_inner_items
+                                      SATISFIES I2.item = 1 AND J2.item = 2 )
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query7.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query7.sqlpp
new file mode 100644
index 0000000..7b5c221
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query7.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    items: [{
+        item: bigint
+    }]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST items
+                             SELECT item )
+EXCLUDE UNKNOWN KEY;
+
+-- Single UNNEST w/ SELECT, closed index.
+FROM       Dataset1 D1
+WHERE      SOME AND EVERY I IN D1.items, J IN D1.other_items
+           SATISFIES I.item = 1 AND J.item = 2
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query8.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query8.sqlpp
new file mode 100644
index 0000000..e930ac9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query8.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    outer_items: [{
+        inner_items: [{
+            item: bigint
+        }]
+    }]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST outer_items
+                             UNNEST inner_items
+                             SELECT item )
+EXCLUDE UNKNOWN KEY;
+
+-- Double UNNEST w/ SELECT, open index.
+FROM       Dataset1 D1
+WHERE      SOME AND EVERY I1 IN D1.outer_items, J IN D1.other_items
+           SATISFIES J.item = 2 AND ( SOME AND EVERY I2 IN I1.inner_items, J2 IN I1.other_inner_items
+                                      SATISFIES I2.item = 1 AND J2.item = 2 )
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query9.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query9.sqlpp
new file mode 100644
index 0000000..8a48b3d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/multiple-quantifiers/query9.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    outer_items: [{
+        inner_item: bigint,
+        inner_items: [{
+            item: bigint
+        }]
+    }]
+};
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY        _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 ( UNNEST outer_items
+                             UNNEST inner_items
+                             SELECT item )
+EXCLUDE UNKNOWN KEY;
+
+-- Double UNNEST w/ SELECT, open index and multiple quantification.
+FROM       Dataset1 D1
+WHERE      SOME AND EVERY I1 IN D1.outer_items,
+                           J IN D1.other_items
+           SATISFIES J.item = 2 AND
+                     I1.inner_item = 3 AND
+                     ( SOME AND EVERY I2 IN I1.inner_items,
+                                      J2 IN I1.other_inner_items
+                       SATISFIES I2.item = 1 AND
+                                 J2.item = 2 )
+SELECT     *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query1.sqlpp
new file mode 100644
index 0000000..2f61919
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query1.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C 
+WHERE "2016-04-26 19:49:16" IN C.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query2.sqlpp
new file mode 100644
index 0000000..710fcea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query2.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.dates
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query3.sqlpp
new file mode 100644
index 0000000..25174e9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query3.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE 0 < LEN(C.dates) AND
+      (EVERY D IN C.dates
+       SATISFIES D > "2016" AND D < "2017");
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query4.sqlpp
new file mode 100644
index 0000000..2082e73
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query4.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME AND EVERY D IN C.dates
+      SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query5.sqlpp
new file mode 100644
index 0000000..11a5929
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-1/query5.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET                `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestYelp IF EXISTS;
+CREATE DATAVERSE  TestYelp;
+USE               TestYelp;
+
+CREATE TYPE       CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET    YelpCheckin(CheckinType)
+PRIMARY KEY       checkin_id AUTOGENERATED;
+CREATE INDEX      IdxYelpCheckinDates
+ON                YelpCheckin (UNNEST dates)
+EXCLUDE UNKNOWN KEY;
+
+-- The following query should NOT be optimized.
+FROM     YelpCheckin C
+WHERE    0 < LEN(C.dates_notindexed) AND
+         0 < LEN(C.dates_notindexed_2) AND 
+         ( EVERY D IN C.dates
+           SATISFIES D > "2016" AND D < "2017" )
+SELECT   COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query1.sqlpp
new file mode 100644
index 0000000..34396bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query1.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE "2016-04-26" IN C.checkin_times.dates;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query2.sqlpp
new file mode 100644
index 0000000..b8e1a49
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query2.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times.dates 
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query3.sqlpp
new file mode 100644
index 0000000..a344125
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query3.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME AND EVERY D IN C.checkin_times.dates
+      SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query4.sqlpp
new file mode 100644
index 0000000..760f1f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query4.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestYelp IF EXISTS;
+CREATE DATAVERSE  TestYelp;
+USE               TestYelp;
+
+CREATE TYPE       CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET    YelpCheckin(CheckinType)
+PRIMARY KEY       checkin_id AUTOGENERATED;
+CREATE INDEX      IdxYelpCheckinDates
+ON                YelpCheckin ( UNNEST checkin_times.dates )
+EXCLUDE UNKNOWN KEY;
+
+-- This query should NOT be optimized.
+FROM     YelpCheckin C
+WHERE    SOME AND EVERY D IN C.checkin_times.dates_notindexed
+         SATISFIES D > "2016" AND D < "2017"
+SELECT   COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query5.sqlpp
new file mode 100644
index 0000000..a3e6912
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-2/query5.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestYelp IF EXISTS;
+CREATE DATAVERSE  TestYelp;
+USE               TestYelp;
+
+CREATE TYPE       CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET    YelpCheckin(CheckinType)
+PRIMARY KEY       checkin_id AUTOGENERATED;
+CREATE INDEX      IdxYelpCheckinDates
+ON                YelpCheckin ( UNNEST checkin_times.dates )
+EXCLUDE UNKNOWN KEY;
+
+-- This query should NOT be optimized.
+FROM     YelpCheckin C
+WHERE    SOME AND EVERY D IN C.checkin_times.dates
+         SATISFIES LOWER(D) = "2016"
+SELECT   COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query1.sqlpp
new file mode 100644
index 0000000..eb78853
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query1.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times 
+SATISFIES "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query2.sqlpp
new file mode 100644
index 0000000..de5e160
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query2.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times 
+SATISFIES D.date = "2016-04-26" AND D.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query3.sqlpp
new file mode 100644
index 0000000..fbdc728
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query3.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME AND EVERY D IN C.checkin_times
+      SATISFIES D.date BETWEEN "2016" AND "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query4.sqlpp
new file mode 100644
index 0000000..6660a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-3/query4.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestYelp IF EXISTS;
+CREATE DATAVERSE  TestYelp;
+USE               TestYelp;
+
+CREATE TYPE       CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET    YelpCheckin(CheckinType)
+PRIMARY KEY       checkin_id AUTOGENERATED;
+CREATE INDEX      IdxYelpCheckinDates
+ON                YelpCheckin ( UNNEST checkin_times SELECT date )
+EXCLUDE UNKNOWN KEY;
+
+-- The following query should NOT be optimized.
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.checkin_times
+        SATISFIES D.date_notindexed BETWEEN "2016" AND "2017"
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query1.sqlpp
new file mode 100644
index 0000000..1ab22fe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query1.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times
+SATISFIES "2016-04-26" IN D.dates;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query2.sqlpp
new file mode 100644
index 0000000..4f3b19c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query2.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME CT IN C.checkin_times
+SATISFIES (
+    SOME D IN CT.dates
+    SATISFIES D = "2016-04-26"
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query3.sqlpp
new file mode 100644
index 0000000..4bd2d75
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query3.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME AND EVERY CT IN C.checkin_times
+      SATISFIES (
+           SOME D IN CT.dates
+           SATISFIES "2019-06-07" = D
+      );
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query4.sqlpp
new file mode 100644
index 0000000..1a9d72b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query4.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckin C
+WHERE   SOME CT IN C.checkin_times
+        SATISFIES SOME AND EVERY D IN CT.dates
+                  SATISFIES D > "2019-06-07"
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query5.sqlpp
new file mode 100644
index 0000000..809dd09
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query5.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY CT IN C.checkin_times
+        SATISFIES SOME AND EVERY D IN CT.dates
+                  SATISFIES D > "2019-06-07"
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query6.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query6.sqlpp
new file mode 100644
index 0000000..5b53678
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query6.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+// This should NOT be optimized, we are missing the non-emptiness conjunct.
+FROM    YelpCheckin C
+WHERE   ( EVERY CT IN C.checkin_times
+          SATISFIES ( LEN(CT.dates) > 0 AND
+                      ( EVERY D IN CT.dates
+                        SATISFIES D > "2019-06-07" ) ) )
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query7.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query7.sqlpp
new file mode 100644
index 0000000..f2887a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-quantified-queries/use-case-4/query7.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+FROM    YelpCheckin C
+WHERE   0 < LEN(C.checkin_times) AND 
+        ( EVERY CT IN C.checkin_times
+          SATISFIES ( ABS(CT.num) > 0 AND
+                      0 < LEN(CT.dates) AND
+                      ( EVERY D IN CT.dates
+                        SATISFIES D > "2019-06-07" ) ) )
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query1.sqlpp
new file mode 100644
index 0000000..522e988
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query1.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query2.sqlpp
new file mode 100644
index 0000000..d097dcc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-1/query2.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query1.sqlpp
new file mode 100644
index 0000000..7f2967c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query1.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query2.sqlpp
new file mode 100644
index 0000000..ed7fffb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-2/query2.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query1.sqlpp
new file mode 100644
index 0000000..9d86aab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query1.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query2.sqlpp
new file mode 100644
index 0000000..5e89ea4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query2.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query3.sqlpp
new file mode 100644
index 0000000..d8ec1ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-3/query3.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      D.time = "19:49:16"; 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query1.sqlpp
new file mode 100644
index 0000000..6009d3d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query1.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query2.sqlpp
new file mode 100644
index 0000000..0f2cfc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/use-case-4/query2.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.sqlpp
new file mode 100644
index 0000000..8baedb2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.sqlpp
new file mode 100644
index 0000000..8868afb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query1.sqlpp
new file mode 100644
index 0000000..5592328
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query1.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query2.sqlpp
new file mode 100644
index 0000000..c8e894f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-pk/query2.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query1.sqlpp
new file mode 100644
index 0000000..6520acf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query1.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDatesTimes ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      "19:49:16" = D.time AND
+      "--1UhMGODdWsrMastO9DZw" = C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query2.sqlpp
new file mode 100644
index 0000000..71f6787
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query2.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDatesTimes ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query3.sqlpp
new file mode 100644
index 0000000..31e3ef4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-composite-sk/query3.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+
+DROP DATAVERSE    TestYelp IF EXISTS;
+CREATE DATAVERSE  TestYelp;
+USE               TestYelp;
+
+CREATE TYPE       CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET    YelpCheckin(CheckinType)
+PRIMARY KEY       checkin_id AUTOGENERATED;
+CREATE INDEX      IdxYelpCheckinDatesTimes
+ON                YelpCheckin ( UNNEST checkin_times SELECT date, time )
+EXCLUDE UNKNOWN KEY;
+
+-- The following query should NOT be optimized.
+FROM     YelpCheckin C,
+         C.checkin_times D
+WHERE    D.date_notindexed BETWEEN "2016" AND "2017" AND
+         D.time BETWEEN "00:00:00" AND "12:00:00"
+SELECT   COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query1.sqlpp
new file mode 100644
index 0000000..c34af5c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query1.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED WITH FILTER ON business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D AND 
+      C.business_id = "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query2.sqlpp
new file mode 100644
index 0000000..32f426c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/closed/with-filter-fields/query2.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED WITH FILTER ON business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query1.sqlpp
new file mode 100644
index 0000000..8cde896
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query1.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Fully open index 1. Unnest flags: [0, 1, 0]
+CREATE INDEX      testIndex1
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                SELECT open_field_3a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.open_field_1.open_field_2 F
+WHERE   F.open_field_3a > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query2.sqlpp
new file mode 100644
index 0000000..9bd14cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query2.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Fully open index 2. Unnest flags: [0, 1, 0, 0]
+CREATE INDEX      testIndex2
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                SELECT open_field_3b.open_field_4 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.open_field_1.open_field_2 F
+WHERE   F.open_field_3b.open_field_4 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query3.sqlpp
new file mode 100644
index 0000000..e9b5fdd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query3.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Fully open index 3. Unnest flags: [0, 1, 0, 1]
+CREATE INDEX      testIndex3
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                UNNEST open_field_3c.open_field_4a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.open_field_1.open_field_2 F1
+UNNEST  F1.open_field_3c.open_field_4a F2
+WHERE   F2 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query4.sqlpp
new file mode 100644
index 0000000..b99644c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query4.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Fully open index 4. Unnest flags: [0, 1, 0, 1, 0]
+CREATE INDEX      testIndex4
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                UNNEST open_field_3c.open_field_4b
+                                SELECT open_field_5 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.open_field_1.open_field_2 F1
+UNNEST  F1.open_field_3c.open_field_4b F2
+WHERE   F2.open_field_5 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query5.sqlpp
new file mode 100644
index 0000000..bb23de6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query5.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Partially open index 1.  [0, 1, 0]
+CREATE INDEX      testIndex1c
+ON                TestDataset ( UNNEST closed_field_1.open_field_2
+                                SELECT open_field_3a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.closed_field_1.open_field_2 F
+WHERE   F.open_field_3a > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query6.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query6.sqlpp
new file mode 100644
index 0000000..905df22
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query6.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Partially open index 2. Unnest flags: [0, 1, 0, 0]
+CREATE INDEX      testIndex2c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                SELECT open_field_3b.open_field_4 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.closed_field_1.closed_field_2 F
+WHERE   F.open_field_3b.open_field_4 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query7.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query7.sqlpp
new file mode 100644
index 0000000..c0d8b30
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query7.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Partially open index 3. Unnest flags: [0, 1, 0, 1]
+CREATE INDEX      testIndex3c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                UNNEST closed_field_3.open_field_4a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.closed_field_1.closed_field_2 F1
+UNNEST  F1.closed_field_3.open_field_4a F2
+WHERE   F2 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query8.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query8.sqlpp
new file mode 100644
index 0000000..6731591
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/complex-structures/query8.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+    _id: uuid,
+    closed_field_1: {
+        closed_field_2: [{
+            closed_field_3: {
+                closed_field_4: [{
+                    closed_field_5: bigint
+                }],
+                closed_field_4a: bigint,
+                closed_field_4b: [ bigint ]
+            },
+            closed_field_3a: bigint
+        }]
+    }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+-- Partially open index 4. Unnest flags: [0, 1, 0, 1, 0]
+CREATE INDEX      testIndex4c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                UNNEST closed_field_3.closed_field_4
+                                SELECT open_field_5 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+FROM    TestDataset D
+UNNEST  D.closed_field_1.closed_field_2 F1
+UNNEST  F1.closed_field_3.closed_field_4 F2
+WHERE   F2.open_field_5 > 0
+SELECT  *;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query1.sqlpp
new file mode 100644
index 0000000..4cd0e07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query1.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query2.sqlpp
new file mode 100644
index 0000000..1afdbf6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-1/query2.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query1.sqlpp
new file mode 100644
index 0000000..37aa59a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query1.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query2.sqlpp
new file mode 100644
index 0000000..b617001
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-2/query2.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query1.sqlpp
new file mode 100644
index 0000000..3a82e48
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query1.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query2.sqlpp
new file mode 100644
index 0000000..1014a6f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query2.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query3.sqlpp
new file mode 100644
index 0000000..a218f25
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-3/query3.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      D.time = "19:49:16"; 
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query1.sqlpp
new file mode 100644
index 0000000..1b44f26
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query1.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query2.sqlpp
new file mode 100644
index 0000000..2cd7334
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/use-case-4/query2.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string) EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > "2016" AND D < "2017";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query1.sqlpp
new file mode 100644
index 0000000..c57acae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query1.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates : string)
+EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query2.sqlpp
new file mode 100644
index 0000000..eea4fc3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-3-level-record-path/query2.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates : string)
+EXCLUDE UNKNOWN KEY;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-composite-sk/query1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-composite-sk/query1.sqlpp
new file mode 100644
index 0000000..265017c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/array-index/select-unnest-queries/open/with-composite-sk/query1.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDatesTimes ON YelpCheckin (UNNEST checkin_times SELECT date : string , time : string)
+EXCLUDE UNKNOWN KEY;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      "19:49:16" = D.time AND
+      "--1UhMGODdWsrMastO9DZw" = C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
index 4d8c4ff..7eb8623 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
@@ -55,13 +55,12 @@
 
 create  index twmSndLocIx  on TweetMessages (`sender-location`) type rtree;
 
-create  index msgCountAIx  on TweetMessages (countA) type btree;
+create  index msgCountAIx  on TweetMessages (countA) type btree exclude unknown key;
 
-create  index msgCountBIx  on TweetMessages (countB) type btree;
+create  index msgCountBIx  on TweetMessages (countB) type btree exclude unknown key;
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
index 96e43a9..5531908 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
index a5c5fe4..6a110d5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
@@ -62,7 +62,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 
 set `compiler.sort.parallel` "true";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_03-index-only.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_03-index-only.sqlpp
index 9da4825..4c937e3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_03-index-only.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_03-index-only.sqlpp
@@ -55,9 +55,9 @@
 
 create  index twmSndLocIx  on TweetMessages (`sender-location`) type rtree;
 
-create  index msgCountAIx  on TweetMessages (countA) type btree;
+create  index msgCountAIx  on TweetMessages (countA) type btree exclude unknown key;
 
-create  index msgCountBIx  on TweetMessages (countB) type btree;
+create  index msgCountBIx  on TweetMessages (countB) type btree exclude unknown key;
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/primary-equi-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/primary-equi-join_04.sqlpp
index e465dc4..d51ba21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/primary-equi-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/primary-equi-join_04.sqlpp
@@ -63,7 +63,6 @@
 
 create  dataset Orders(OrderType) primary key oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_05.adm";
 select element {'customer':c,'order':o}
 from  Orders as o,
       Customers as c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join-multiindex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join-multiindex.sqlpp
index 4580dab..4180df7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join-multiindex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join-multiindex.sqlpp
@@ -67,7 +67,6 @@
 
 create  index fbmIdxAutId  if not exists  on FacebookMessages (`author-id-copy`) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multiindex.adm";
 select element {'fbu-ID':user.id,'fbm-auth-ID':message.`author-id`,'uname':user.name,'message':message.message}
 from  FacebookUsers as user,
       FacebookMessages as message
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_02.sqlpp
index 1c315f8..ec3a0c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_02.sqlpp
@@ -53,7 +53,6 @@
 
 create  index title_index  on CSX (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_03.sqlpp
index 7ab67fa..69bacde 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-join/secondary-equi-join_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  index title_index  on DBLP (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/btree-index-composite-key-04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/btree-index-composite-key-04.sqlpp
index e9afad8..917d2fd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/btree-index-composite-key-04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/btree-index-composite-key-04.sqlpp
@@ -38,7 +38,7 @@
 
 create dataset employee(Emp) primary key id;
 
-create index idx_employee_f_l_name on employee (fname,lname) type btree;
+create index idx_employee_f_l_name on employee (fname,lname) type btree exclude unknown key;
 
 select id, fname, lname
 from employee
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-01.sqlpp
new file mode 100644
index 0000000..180cd62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-01.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE INDEX idx1 ON ds1(x: int);
+CREATE VIEW view1(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds1;
+
+// test that idx1 on x is not used since idx1 does not have the CAST modifier and the field x has cast
+SELECT id, x, y FROM view1 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-02.sqlpp
new file mode 100644
index 0000000..8de9cfc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-02.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds2(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE INDEX idx2 ON ds2(x: int) CAST (DEFAULT NULL);
+CREATE VIEW view2(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds2;
+
+// test that idx2 on x is used since idx2 has the CAST modifier and the field x has cast
+SELECT id, x, y FROM view2 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-03.sqlpp
new file mode 100644
index 0000000..6001e60
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-03.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds3(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE INDEX idx3 ON ds3(x: int) CAST (DEFAULT NULL);
+CREATE VIEW view3(id int, x string, y int) DEFAULT NULL AS SELECT id, x, y FROM ds3;
+
+// test that idx3 on x is not used since idx3 has the CAST modifier on int and the field x has cast as string
+SELECT id, x, y FROM view3 WHERE x <= "1" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-04.sqlpp
new file mode 100644
index 0000000..db3a728
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-04.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds3(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE INDEX idx3 ON ds3(x: int) CAST (DEFAULT NULL);
+CREATE VIEW view3(id int, x string, y int) DEFAULT NULL AS SELECT id, x, y FROM ds3;
+
+// test that idx3 on x is not used since idx3 has the CAST modifier and the field x does not have cast
+SELECT id, x, y FROM ds3 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-05.sqlpp
new file mode 100644
index 0000000..505d704
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-05.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds2(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx2 ON ds2(x: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view2(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds2;
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+
+USE test;
+// test that idx2 on view2(x) is used. both v4.x and v2.x are int and both v2.x and idx2 use int-default-null.
+SELECT v4.x AS v4x, v2.x AS v2x
+FROM view4 AS v4, view2 AS v2
+WHERE v4.x /*+ indexnl */ = v2.x ORDER BY v4x, v2x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-06.sqlpp
new file mode 100644
index 0000000..72fe838
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-06.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds3(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx3 ON ds3(x: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view3(id int, x string, y int) DEFAULT NULL AS SELECT id, x, y FROM ds3;
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+USE test;
+// test that idx3 on view3(x) is not used because v3.x uses string-default-null and idx3 uses int-default-null
+SELECT v4.x AS v4x, v3.x AS v3x
+FROM view4 AS v4, view3 AS v3
+WHERE v4.x /*+ indexnl */ = v3.x ORDER BY v4x, v3x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-07.sqlpp
new file mode 100644
index 0000000..e5f286a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-07.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds1(x: int);
+
+CREATE VIEW view1(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds1;
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+USE test;
+// test that idx1 is not used because idx1 does not have CAST modifier (idx1 is just int and v1.x uses int-default-null).
+SELECT v4.x AS v4x, v1.x AS v1x
+FROM view4 AS v4, view1 AS v1
+WHERE v4.x /*+ indexnl */ = v1.x ORDER BY v4x, v1x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-08.sqlpp
new file mode 100644
index 0000000..e5f286a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-08.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds1(x: int);
+
+CREATE VIEW view1(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds1;
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+USE test;
+// test that idx1 is not used because idx1 does not have CAST modifier (idx1 is just int and v1.x uses int-default-null).
+SELECT v4.x AS v4x, v1.x AS v1x
+FROM view4 AS v4, view1 AS v1
+WHERE v4.x /*+ indexnl */ = v1.x ORDER BY v4x, v1x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-09.sqlpp
new file mode 100644
index 0000000..b8ee866
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-09.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds2(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx2 ON ds2(x: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+USE test;
+// test that idx2 is not used because idx2 uses int-default-null and ds2.x is just int.
+SELECT v4.x AS v4x, ds2.x AS ds2x
+FROM view4 AS v4, ds2 AS ds2
+WHERE v4.x /*+ indexnl */ = ds2.x ORDER BY v4x, ds2x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-10.sqlpp
new file mode 100644
index 0000000..7bf7df5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-10.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_dt_fmt ON ds5(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY');
+
+CREATE VIEW view5_dt_fmt(id int, f_dt_fmt datetime) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_dt_fmt FROM ds5;
+
+// testing that idx5_dt_fmt is selected
+SELECT VALUE v
+FROM view5_dt_fmt AS v
+WHERE v.f_dt_fmt < datetime('2020-12-20T00:00:00')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-11.sqlpp
new file mode 100644
index 0000000..fb81f5c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-11.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_d_fmt ON ds5(f_d_fmt: date) CAST (DEFAULT NULL date 'MM/DD/YYYY');
+
+CREATE VIEW view5_d_fmt(id int, f_d_fmt date) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_d_fmt FROM ds5;
+
+// testing that idx5_d_fmt is selected
+SELECT VALUE v
+FROM view5_d_fmt AS v
+WHERE v.f_d_fmt < date('2020-12-20')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-12.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-12.sqlpp
new file mode 100644
index 0000000..2418082
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-12.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_t_fmt ON ds5(f_t_fmt: time) CAST (DEFAULT NULL time 'hh:mm:ss.nnna');
+
+CREATE VIEW view5_t_fmt(id int, f_t_fmt time) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_t_fmt FROM ds5;
+
+// testing that idx5_t_fmt is selected
+SELECT VALUE v
+FROM view5_t_fmt AS v
+WHERE v.f_t_fmt < time('18:13:03')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-13.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-13.sqlpp
new file mode 100644
index 0000000..5d72810
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-13.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx6_dt ON ds6(f_dt: datetime) CAST (DEFAULT NULL);
+
+CREATE VIEW view6_dt(id int, f_dt datetime) DEFAULT NULL AS SELECT id, f_dt FROM ds6;
+
+// testing that idx6_dt is selected
+SELECT VALUE v
+FROM view6_dt AS v
+WHERE v.f_dt < datetime('2020-12-20T00:00:00')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-14.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-14.sqlpp
new file mode 100644
index 0000000..fd95610
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-14.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx6_d ON ds6(f_d: date) CAST (DEFAULT NULL);
+
+CREATE VIEW view6_d(id int, f_d date) DEFAULT NULL AS SELECT id, f_d FROM ds6;
+
+// testing that idx6_d is selected
+SELECT VALUE v
+FROM view6_d AS v
+WHERE v.f_d < date('2020-12-20')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-15.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-15.sqlpp
new file mode 100644
index 0000000..e60ac07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-15.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx6_t ON ds6(f_t: time) CAST (DEFAULT NULL);
+
+CREATE VIEW view6_t(id int, f_t time) DEFAULT NULL AS SELECT id, f_t FROM ds6;
+
+// testing that idx6_t is selected
+SELECT VALUE v
+FROM view6_t AS v
+WHERE v.f_t < time('18:13:03')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-16.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-16.sqlpp
new file mode 100644
index 0000000..815170a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-16.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_dt_fmt ON ds5(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY');
+
+CREATE VIEW view5_dt_fmt(id int, f_dt_fmt datetime) DEFAULT NULL
+datetime 'MM-DD-YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_dt_fmt FROM ds5;
+
+// testing that the index idx5_dt_fmt is not selected because its datetime format is not the same as view view5_dt_fmt
+SELECT VALUE v
+FROM view5_dt_fmt AS v
+WHERE v.f_dt_fmt < datetime('2020-12-20T00:00:00')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-17.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-17.sqlpp
new file mode 100644
index 0000000..691a558
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-17.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx6_d_fmt ON ds6(f_d: date) CAST (DEFAULT NULL date 'MM/DD/YYYY');
+
+CREATE VIEW view6_d(id int, f_d date) DEFAULT NULL AS SELECT id, f_d FROM ds6;
+
+// testing that idx6_d_fmt is not selected because the date function in index is with format and the view without format
+SELECT VALUE v
+FROM view6_d AS v
+WHERE v.f_d < date('2020-12-20')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-18.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-18.sqlpp
new file mode 100644
index 0000000..30c4e72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-18.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_t ON ds5(f_t_fmt: time) CAST (DEFAULT NULL);
+
+CREATE VIEW view5_t_fmt(id int, f_t_fmt time) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_t_fmt FROM ds5;
+
+// testing that idx5_t is not selected because the time function in index is without format and the view with format
+SELECT VALUE v
+FROM view5_t_fmt AS v
+WHERE v.f_t_fmt < time('18:13:03')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-19.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-19.sqlpp
new file mode 100644
index 0000000..03c649a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-19.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx5_dt_fmt ON ds5(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY');
+
+CREATE VIEW view5_dt_fmt(id int, f_dt_fmt datetime) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_dt_fmt FROM ds5;
+
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+
+CREATE INDEX idx6_dt ON ds6(f_dt: datetime) CAST (DEFAULT NULL);
+
+CREATE VIEW view6_dt(id int, f_dt datetime) DEFAULT NULL AS SELECT id, f_dt FROM ds6;
+
+USE test;
+// testing that idx5_dt_fmt is used
+SELECT v6.f_dt AS v6f_dt, v5.f_dt_fmt AS v5f_dt_fmt
+FROM view6_dt AS v6, view5_dt_fmt AS v5
+WHERE v6.f_dt /*+ indexnl */ = v5.f_dt_fmt ORDER BY v6f_dt, v5f_dt_fmt;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-20.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-20.sqlpp
new file mode 100644
index 0000000..4fc08dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-20.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+
+USE test;
+// index idx2 should be used
+SELECT id, s_f2 FROM view7_1 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-21.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-21.sqlpp
new file mode 100644
index 0000000..eb2994c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-21.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+
+USE test;
+// no index is used (and no result is returned because of incompatible types. s_f2 string vs. 4 int)
+SELECT id, s_f2 FROM view7_1 WHERE s_f2 < 4 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-22.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-22.sqlpp
new file mode 100644
index 0000000..dc1875a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-22.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+
+USE test;
+// no index is used (and no result is returned because of incompatible types. s_f2 int vs. "4" string)
+SELECT id, s_f2 FROM view7_2 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-23.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-23.sqlpp
new file mode 100644
index 0000000..9c8006f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-23.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+
+USE test;
+// index idx3 should be used
+SELECT id, s_f2 FROM view7_2 WHERE s_f2 < 4 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-24.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-24.sqlpp
new file mode 100644
index 0000000..8df277a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/cast-default-null/cast-default-null-24.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// repeat_exec: %with% = ["", "WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" ]
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+
+USE test;
+// index idx1 should be used
+set `compiler.indexonly` "false"; // there is an issue with using index only plan where nulls/missings are included
+SELECT id, s_f2 FROM ds7 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-01.sqlpp
new file mode 100644
index 0000000..0f4c817
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-01.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id;
+
+// test that primary index lookup is not performed and a dataset scan is performed
+SELECT a, b FROM ds1 WHERE id + 1 = 3;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-02.sqlpp
new file mode 100644
index 0000000..ce195ec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index-selection/function-on-pk/function-on-pk-02.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id;
+
+// test that primary index lookup is not performed and a dataset scan is performed
+SELECT a, b FROM ds1 WHERE 3 = id + 1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-33.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-33.sqlpp
index 845da2a..bc23fdb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-33.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-33.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-33.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-34.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-34.sqlpp
index db55b28..f4842fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-34.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-34.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-34.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-35.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-35.sqlpp
index ecac451..096a519 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-35.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-35.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-35.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-36.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-36.sqlpp
index 6354f25..293991c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-36.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-36.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-36.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-40.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-40.sqlpp
index d8a95cd..68ec1fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-40.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-40.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-40.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-42.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-42.sqlpp
index 75ccb90..5cef060 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-42.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-42.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-42.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-43.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-43.sqlpp
index 2cf7dbb..e1e88f4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-43.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-43.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-43.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-44.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-44.sqlpp
index 98f037e..91a11cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-44.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-44.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-44.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-45.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-45.sqlpp
index a88838f..87659ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-45.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-45.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-45.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-46.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-46.sqlpp
index 524b0a7..9fbb733 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-46.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-46.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-46.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-47.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-47.sqlpp
index f6a5120..f3ff0d5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-47.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-47.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-47.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-48.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-48.sqlpp
index cd4fae6..596e00f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-48.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-48.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-48.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-49.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-49.sqlpp
index 9efcfc6..7fd5825 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-49.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-49.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-51.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-51.sqlpp
index 3b3b5e1..eea7904 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-51.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-51.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-51.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-52.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-52.sqlpp
index d6d977c..f241c16 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-52.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-52.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-52.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-53.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-53.sqlpp
index 985cde7..244f33e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-53.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-53.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-53.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-54.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-54.sqlpp
index 40ae7d1..483ae00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-54.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-54.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-54.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-55.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-55.sqlpp
index 8b9a588b3..d69564c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-55.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-55.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-55.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-56.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-56.sqlpp
index 14d1ce9..a58d505 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-56.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-56.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-56.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-57.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-57.sqlpp
index 4070114..ef6acd9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-57.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-57.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-58.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-58.sqlpp
index e3f42ca..8a277df 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-58.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-58.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-58.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-59.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-59.sqlpp
index 8656ab8..0dd1929 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-59.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-59.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-59.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-60.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-60.sqlpp
index 38fad40..bf59ed0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-60.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-60.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-60.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-61.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-61.sqlpp
index e8d5627..d8d40f1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-61.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-61.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-61.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-62.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-62.sqlpp
index ce68496..79fca89 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-62.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-62.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-62.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-63.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-63.sqlpp
index 0ef6c12..903a162 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-63.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-secondary-63.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-63.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01.sqlpp
index af1a099..d181857 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01.sqlpp
@@ -51,8 +51,8 @@
 
 create dataset MyData(MyRecord) primary key id;
 
-create index btree_index_docid on MyData(docid) type btree;
-create index btree_index_val1 on MyData(val1) type btree;
+create index btree_index_docid on MyData(docid) type btree exclude unknown key;
+create index btree_index_val1 on MyData(val1) type btree exclude unknown key;
 create index rtree_index_point on MyData(point) type rtree;
 create index rtree_index_rec on MyData(rec) type rtree;
 create index ngram_index_title on MyData(title) type ngram(3);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01_ps.sqlpp
index e5c4e0c..a34ce04 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-01_ps.sqlpp
@@ -51,8 +51,8 @@
 
 create dataset MyData(MyRecord) primary key id;
 
-create index btree_index_docid on MyData(docid) type btree;
-create index btree_index_val1 on MyData(val1) type btree;
+create index btree_index_docid on MyData(docid) type btree exclude unknown key;
+create index btree_index_val1 on MyData(val1) type btree exclude unknown key;
 create index rtree_index_point on MyData(point) type rtree;
 create index rtree_index_rec on MyData(rec) type rtree;
 create index ngram_index_title on MyData(title) type ngram(3);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-10.sqlpp
index 3259a28..c7ee31c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-10.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/btree-index/btree-sidx-idxonly-10.sqlpp
@@ -87,7 +87,7 @@
 
 create dataset ds_tweet(typeTweet) if not exists primary key id;
 
-create index create_at_status_count_idx on ds_tweet(user.create_at, user.status_count);
+create index create_at_status_count_idx on ds_tweet(user.create_at, user.status_count) exclude unknown key;
 
 select value count(first.create_at) from (
 select t.user.create_at, t.user.status_count, t.id from ds_tweet t
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q1.sqlpp
new file mode 100644
index 0000000..f411a1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q1.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q1
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT ol.ol_number,
+       SUM(ol.ol_quantity) as sum_qty,
+       SUM(ol.ol_amount) as sum_amount,
+       AVG(ol.ol_quantity) as avg_qty,
+       AVG(ol.ol_amount) as avg_amount,
+       COUNT(*) as COUNT_order
+FROM   orders o, o.o_orderline ol
+WHERE  ol.ol_delivery_d > '2014-07-01 00:00:00'
+GROUP BY ol.ol_number
+ORDER BY ol.ol_number;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q10.sqlpp
new file mode 100644
index 0000000..76e1d6b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q10.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q10
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT c.c_id, c.c_last, SUM(ol.ol_amount) as revenue, c.c_city, c.c_phone, n.n_name
+FROM nation n, customer c, orders o, o.o_orderline ol
+WHERE  c.c_id = o.o_c_id
+  AND  c.c_w_id = o.o_w_id
+  AND  c.c_d_id = o.o_d_id
+  AND  o.o_entry_d >= '2015-10-01 00:00:00.000000'
+  AND o.o_entry_d < '2016-01-01 00:00:00.000000'
+  AND  n.n_nationkey = string_to_codepoint(c.c_state)[0]
+GROUP BY c.c_id, c.c_last, c.c_city, c.c_phone, n.n_name
+ORDER BY revenue DESC
+LIMIT 20;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q11.sqlpp
new file mode 100644
index 0000000..2181670
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q11.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q11
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT s.s_i_id, SUM(s.s_order_cnt) as ordercount
+FROM   nation n, supplier su, stock s
+WHERE  s.s_w_id * s.s_i_id MOD 10000 = su.su_suppkey
+  AND  su.su_nationkey = n.n_nationkey
+  AND  n.n_name = 'Germany'
+GROUP BY s.s_i_id
+HAVING SUM(s.s_order_cnt) >
+       (SELECT VALUE SUM(s1.s_order_cnt) * 0.00005
+        FROM nation n1, supplier su1, stock s1
+        WHERE s1.s_w_id * s1.s_i_id MOD 10000 = su1.su_suppkey
+          AND su1.su_nationkey = n1.n_nationkey
+          AND n1.n_name = 'Germany')[0]
+ORDER BY ordercount DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q12.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q12.sqlpp
new file mode 100644
index 0000000..c066cde
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q12.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q12
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT o.o_ol_cnt,
+       SUM (case WHEN o.o_carrier_id = 1 or o.o_carrier_id = 2
+                 THEN 1 ELSE 0 END) AS high_line_COUNT,
+       SUM (case WHEN o.o_carrier_id <> 1 AND o.o_carrier_id <> 2
+                 THEN 1 ELSE 0 END) AS low_line_COUNT
+FROM orders o, o.o_orderline ol
+WHERE  o.o_entry_d <= ol.ol_delivery_d
+  AND  ol.ol_delivery_d >= '2016-01-01 00:00:00.000000' AND  ol.ol_delivery_d < '2017-01-01 00:00:00.000000'
+GROUP BY o.o_ol_cnt
+ORDER BY o.o_ol_cnt;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q13.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q13.sqlpp
new file mode 100644
index 0000000..5397caa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q13.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q13
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT c_orders.c_count, COUNT(*) as custdist
+FROM   (SELECT c.c_id, COUNT(o.o_id) as c_count
+        FROM customer c LEFT OUTER JOIN orders o ON (
+             c.c_w_id = o.o_w_id
+             AND c.c_d_id = o.o_d_id
+             AND c.c_id = o.o_c_id
+             AND o.o_carrier_id > 8)
+        GROUP BY c.c_id) as c_orders
+GROUP BY c_orders.c_count
+ORDER BY custdist DESC, c_orders.c_count DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q14.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q14.sqlpp
new file mode 100644
index 0000000..b8d67e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q14.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q14
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT 100.00 * SUM(CASE WHEN i.i_data LIKE 'pr%'
+                         THEN ol.ol_amount ELSE 0 END) / (1+SUM(ol.ol_amount)) AS promo_revenue
+FROM item i, orders o, o.o_orderline ol
+WHERE ol.ol_i_id = i.i_id
+  AND ol.ol_delivery_d >= '2017-09-01 00:00:00.000000' AND ol.ol_delivery_d < '2017-10-01 00:00:00.000000';
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q15.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q15.sqlpp
new file mode 100644
index 0000000..c24cb2f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q15.sqlpp
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q15
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+WITH revenue AS (
+     SELECT s.s_w_id * s.s_i_id MOD 10000 as supplier_no, SUM(ol.ol_amount) AS total_rev
+     FROM   stock s, orders o, o.o_orderline ol
+     WHERE ol.ol_i_id = s.s_i_id
+       AND ol.ol_supply_w_id = s.s_w_id
+       AND ol.ol_delivery_d >= '2018-01-01 00:00:00.000000' AND ol.ol_delivery_d < '2018-04-01 00:00:00.000000'
+GROUP BY s.s_w_id * s.s_i_id MOD 10000)
+SELECT su.su_suppkey, su.su_name, su.su_address, su.su_phone, r.total_revenue
+FROM revenue r,  supplier su
+WHERE  su.su_suppkey = r.supplier_no
+  AND  r.total_revenue = (SELECT VALUE max(r1.total_revenue) FROM revenue r1)[0]
+ORDER BY su.su_suppkey;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q16.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q16.sqlpp
new file mode 100644
index 0000000..0e07216
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q16.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q16
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT i.i_name, SUBSTR1(i.i_data, 1, 3) AS brand, i.i_price,
+       COUNT(DISTINCT (s.s_w_id * s.s_i_id MOD 10000)) AS supplier_cnt
+FROM stock s, item i
+WHERE i.i_id = s.s_i_id
+  AND i.i_data not LIKE 'zz%'
+  AND (s.s_w_id * s.s_i_id MOD 10000 NOT IN
+              (SELECT VALUE su.su_suppkey
+               FROM supplier su
+               WHERE su.su_comment LIKE '%Customer%Complaints%'))
+GROUP BY i.i_name, SUBSTR1(i.i_data, 1, 3), i.i_price
+ORDER BY supplier_cnt DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q17.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q17.sqlpp
new file mode 100644
index 0000000..95b60f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q17.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q17
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT SUM(ol.ol_amount) / 2.0 AS AVG_yearly
+FROM   (SELECT i.i_id, AVG(ol1.ol_quantity) AS a
+        FROM   item i, orders o1, o1.o_orderline ol1
+        WHERE  i.i_data LIKE '%b'
+          AND  ol1.ol_i_id = i.i_id
+        GROUP BY i.i_id) t, orders o, o.o_orderline ol
+WHERE ol.ol_i_id = t.i_id
+  AND ol.ol_quantity < t.a;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q18.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q18.sqlpp
new file mode 100644
index 0000000..1a82ecf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q18.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q18
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT c.c_last, c.c_id o_id, o.o_entry_d, o.o_ol_cnt, SUM(ol.ol_amount)
+FROM orders o, o.o_orderline ol, customer c
+WHERE  c.c_id = o.o_c_id AND  c.c_w_id = o.o_w_id AND  c.c_d_id = o.o_d_id
+GROUP BY o.o_id, o.o_w_id, o.o_d_id, c.c_id, c.c_last, o.o_entry_d, o.o_ol_cnt
+HAVING SUM(ol.ol_amount) > 200
+ORDER BY SUM(ol.ol_amount) DESC, o.o_entry_d
+LIMIT 100;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q19.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q19.sqlpp
new file mode 100644
index 0000000..cca4bff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q19.sqlpp
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q19
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT SUM(ol.ol_amount) AS revenue
+FROM orders o, o.o_orderline ol, item i
+WHERE  ((
+         i.i_data LIKE '%h'
+         AND ol.ol_quantity >= 7 AND ol.ol_quantity <= 17
+         AND i.i_price between 1 AND 5
+         AND o.o_w_id IN [37, 29, 70]
+         ) OR (
+         i.i_data LIKE '%t'
+         AND ol.ol_quantity >= 16 AND ol.ol_quantity <= 26
+         AND i.i_price between 1 AND 10
+         AND o.o_w_id IN [78, 17, 6]
+         ) OR (
+         i.i_data LIKE '%m'
+         AND ol.ol_quantity >= 24 AND ol.ol_quantity <= 34
+         AND i.i_price between 1 AND 15
+         AND  o.o_w_id IN [91, 95, 15]
+         ))
+         AND ol.ol_i_id = i.i_id
+         AND i.i_price between 1 AND 15;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q2.sqlpp
new file mode 100644
index 0000000..3cbd465
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q2.sqlpp
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q2
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT su.su_suppkey, su.su_name, n.n_name, i.i_id, i.i_name, su.su_address, su.su_phone, su.su_comment
+FROM (SELECT s1.s_i_id as m_i_id, MIN(s1.s_quantity) as m_s_quantity
+      FROM   stock s1,
+             (SELECT su1.su_suppkey
+              FROM   supplier su1, (SELECT n1.n_nationkey
+                                    FROM nation n1, region r1
+                                    WHERE n1.n_regionkey=r1.r_regionkey
+                                      AND r1.r_name LIKE 'Europ%') t1
+              WHERE su1.su_nationkey=t1.n_nationkey) t2
+      WHERE s1.s_w_id*s1.s_i_id MOD 10000 = t2.su_suppkey
+      GROUP BY s1.s_i_id) m,  item i, stock s, supplier su, nation n, region r
+WHERE i.i_id = s.s_i_id
+  AND s.s_w_id * s.s_i_id MOD 10000 = su.su_suppkey
+  AND su.su_nationkey = n.n_nationkey
+  AND n.n_regionkey = r.r_regionkey
+  AND i.i_data LIKE '%b'
+  AND r.r_name LIKE 'Europ%'
+  AND i.i_id=m.m_i_id
+  AND s.s_quantity = m.m_s_quantity
+ORDER BY n.n_name, su.su_name, i.i_id
+LIMIT 100;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q20.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q20.sqlpp
new file mode 100644
index 0000000..57c5280
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q20.sqlpp
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q20
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT su.su_name, su.su_address
+FROM   supplier su, nation n
+WHERE  su.su_suppkey IN
+       (SELECT VALUE s.s_i_id * s.s_w_id MOD 10000
+        FROM   stock s, orders o, o.o_orderline ol
+        WHERE  s.s_i_id IN
+               (SELECT VALUE i.i_id
+                FROM item i
+                WHERE i.i_data LIKE 'co%')
+          AND ol.ol_i_id=s.s_i_id
+          AND ol.ol_delivery_d >= '2016-01-01 12:00:00'
+          AND ol.ol_delivery_d < '2017-01-01 12:00:00'
+        GROUP BY s.s_i_id, s.s_w_id, s.s_quantity
+        HAVING 20*s.s_quantity > SUM(ol.ol_quantity))
+  AND su.su_nationkey = n.n_nationkey
+  AND n.n_name = 'Germany'
+ORDER BY su.su_name;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q21.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q21.sqlpp
new file mode 100644
index 0000000..5f8ae7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q21.sqlpp
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q21
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT z.su_name, count (*) AS numwait
+FROM (SELECT x.su_name
+      FROM (SELECT o1.o_id, o1.o_w_id, o1.o_d_id, ol1.ol_delivery_d,
+                   n.n_nationkey, su.su_suppkey, s.s_w_id, s.s_i_id, su.su_name
+            FROM nation n, supplier su, stock s, orders o1, o1.o_orderline ol1
+            WHERE  o1.o_w_id = s.s_w_id
+              AND ol1.ol_i_id = s.s_i_id
+              AND s.s_w_id * s.s_i_id MOD 10000 = su.su_suppkey
+              AND ol1.ol_delivery_d > STRING(DATE(o1.o_entry_d) + duration("P150D"))
+              AND o1.o_entry_d between '2017-12-01 00:00:00' and '2017-12-31 00:00:00'
+              AND su.su_nationkey = n.n_nationkey
+              AND n.n_name = 'Peru') x
+              LEFT OUTER JOIN
+              (SELECT o2.o_id, o2.o_w_id, o2.o_d_id, ol2.ol_delivery_d
+               FROM orders o2, o2.o_orderline ol2
+               WHERE o2.o_entry_d BETWEEN '2017-12-01 00:00:00' AND '2017-12-31 00:00:00') y
+            ON y.o_id = x.o_id AND y.o_w_id = x.o_w_id AND y.o_d_id = x.o_d_id
+            AND y.ol_delivery_d > x.ol_delivery_d
+            GROUP BY x.o_w_id, x.o_d_id, x.o_id, x.n_nationkey, x.su_suppkey, x.s_w_id, x.s_i_id, x.su_name
+            HAVING COUNT (y.o_id) = 0) z
+GROUP BY z.su_name
+LIMIT 100;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q22.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q22.sqlpp
new file mode 100644
index 0000000..0c37142
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q22.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q22
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT SUBSTR1(c.c_state,1,1) AS country, COUNT(*) AS numcust, SUM(c.c_balance) AS totacctbal
+FROM customer c
+WHERE SUBSTR1(c.c_phone,1,1) IN ['1','2','3','4','5','6','7']
+  AND c.c_balance > (SELECT VALUE AVG(c1.c_balance)
+                     FROM customer c1
+                     WHERE c1.c_balance > 0.00
+                       AND SUBSTR1(c1.c_phone,1,1) IN ['1','2','3','4','5','6','7'])[0]
+  AND NOT EXISTS (SELECT VALUE 1
+                  FROM orders o
+                  WHERE o.o_c_id = c.c_id AND o.o_w_id = c.c_w_id AND o.o_d_id = c.c_d_id
+                    AND o.o_entry_d BETWEEN '2013-12-01 00:00:00' AND '2013-12-31 00:00:00')
+GROUP BY SUBSTR1(c.c_state,1,1)
+ORDER BY SUBSTR1(c.c_state,1,1);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q3.sqlpp
new file mode 100644
index 0000000..14ba005
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q3.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q3
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+WITH co as
+     (SELECT o.o_id, o.o_w_id, o.o_d_id, o.o_entry_d, o.o_orderline
+      FROM orders o, customer c
+      WHERE  c.c_state LIKE 'A%'
+        AND c.c_id = o.o_c_id AND c.c_w_id = o.o_w_id AND c.c_d_id = o.o_d_id
+        AND o.o_entry_d < '2017-03-15 00:00:00.000000')
+SELECT co.o_id, co.o_w_id, co.o_d_id, SUM(ol.ol_amount) as revenue, co.o_entry_d
+FROM   co, co.o_orderline ol, neworder no
+WHERE no.no_w_id = co.o_w_id AND no.no_d_id = co.o_d_id AND no.no_o_id = co.o_id
+GROUP BY co.o_id, co.o_w_id, co.o_d_id, co.o_entry_d
+ORDER BY revenue DESC, co.o_entry_d;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q4.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q4.sqlpp
new file mode 100644
index 0000000..e5f82f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q4.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q4
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT o.o_ol_cnt, COUNT(*) as order_COUNT
+FROM   orders o
+WHERE  o.o_entry_d >= '2015-07-01 00:00:00.000000' AND o.o_entry_d < '2015-10-01 00:00:00.000000'
+  AND EXISTS (SELECT VALUE 1
+              FROM o.o_orderline ol
+              WHERE ol.ol_delivery_d >= STRING(DATE(o.o_entry_d) + duration("P7D")))
+GROUP BY o.o_ol_cnt
+ORDER BY o.o_ol_cnt;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q5.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q5.sqlpp
new file mode 100644
index 0000000..670ce79
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q5.sqlpp
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q5
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT cnros.n_name, ROUND(sum (cnros.ol_amount),2) as revenue
+FROM (SELECT cnro.ol_amount, cnro.n_name, cnro.n_nationkey, s.s_w_id, s.s_i_id
+      FROM stock s JOIN
+           (SELECT o.o_w_id, ol.ol_amount, ol.ol_i_id, cnr.n_name, cnr.n_nationkey
+            FROM orders o, o.o_orderline ol JOIN
+                 (SELECT c.c_id, c.c_w_id, c.c_d_id, nr.n_name, nr.n_nationkey
+                  FROM customer c JOIN
+                       (SELECT n.n_nationkey, n.n_name
+                        FROM nation n, region r
+                        WHERE n.n_regionkey = r.r_regionkey AND r.r_name = 'Asia') nr
+                  ON string_to_codepoint(c.c_state)[0] = nr.n_nationkey) cnr
+            ON o.o_entry_d >= '2016-01-01 00:00:00.000000' AND o.o_entry_d < '2017-01-01 00:00:00.000000'
+               AND cnr.c_id = o.o_c_id AND cnr.c_w_id = o.o_w_id AND cnr.c_d_id = o.o_d_id) cnro
+      ON cnro.o_w_id = s.s_w_id AND cnro.ol_i_id = s.s_i_id) cnros JOIN supplier su
+                       ON cnros.s_w_id * cnros.s_i_id MOD 10000 = su.su_suppkey AND su.su_nationkey = cnros.n_nationkey
+GROUP BY cnros.n_name
+ORDER BY revenue DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q6.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q6.sqlpp
new file mode 100644
index 0000000..455d6ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q6.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q6
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT SUM(ol.ol_amount) as revenue
+FROM   orders o, o.o_orderline ol
+WHERE  ol.ol_delivery_d >= '2016-01-01 00:00:00.000000'
+  AND  ol.ol_delivery_d < '2017-01-01 00:00:00.000000'
+  AND  ol.ol_amount > 600;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q7.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q7.sqlpp
new file mode 100644
index 0000000..37c4eac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q7.sqlpp
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q7
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT su.su_nationkey as supp_nation, SUBSTR1(n1n2cools.c_state,1,1) as cust_nation, GET_YEAR(DATE(n1n2cools.o_entry_d)) as l_year, ROUND(SUM(n1n2cools.ol_amount),2) as revenue
+FROM (SELECT n1n2cool.c_state, n1n2cool.o_entry_d, n1n2cool.ol_amount, n1n2cool.n1key, s.s_w_id, s.s_i_id
+      FROM stock s JOIN
+           (SELECT o.o_entry_d, ol.ol_supply_w_id, ol.ol_i_id, n1n2c.c_state, ol.ol_amount, n1n2c.n1key
+            FROM orders o, o.o_orderline ol JOIN
+                 (SELECT c.c_id, c.c_w_id, c.c_d_id, c.c_state, n1n2.n1key
+                  FROM customer c JOIN
+                       (SELECT n1.n_nationkey n1key, n2.n_nationkey n2key
+                        FROM nation n1, nation n2
+                        WHERE (n1.n_name = 'Germany' AND n2.n_name = 'Cambodia') OR (n1.n_name = 'Cambodia' AND n2.n_name = 'Germany')
+                        )n1n2
+                  ON string_to_codepoint(c.c_state)[0] = n1n2.n2key) n1n2c
+            ON n1n2c.c_id = o.o_c_id AND n1n2c.c_w_id = o.o_w_id AND n1n2c.c_d_id = o.o_d_id
+              AND ol.ol_delivery_d BETWEEN '2017-01-01 00:00:00.000000' AND '2018-12-31 00:00:00.000000') n1n2cool
+      ON n1n2cool.ol_supply_w_id = s.s_w_id AND n1n2cool.ol_i_id = s.s_i_id)  n1n2cools JOIN supplier su
+              ON n1n2cools.s_w_id * n1n2cools.s_i_id MOD 10000 = su.su_suppkey AND su.su_nationkey = n1n2cools.n1key
+GROUP BY su.su_nationkey, SUBSTR1(n1n2cools.c_state,1,1), GET_YEAR(DATE(n1n2cools.o_entry_d))
+ORDER BY su.su_nationkey, cust_nation, l_year;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q8.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q8.sqlpp
new file mode 100644
index 0000000..439be0e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q8.sqlpp
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q8
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT GET_YEAR(DATE(rn1coolis.o_entry_d)) as l_year,
+       ROUND((SUM(case when sun2.n_name = 'Germany' then rn1coolis.ol_amount else 0 end) / SUM(rn1coolis.ol_amount)),2) as mkt_share
+FROM (SELECT rn1cooli.o_entry_d,  rn1cooli.ol_amount, s.s_w_id, s.s_i_id
+      FROM stock s JOIN
+           (SELECT o.o_entry_d, ol.ol_i_id, ol.ol_amount, ol.ol_supply_w_id
+            FROM orders o, o.o_orderline ol, item i JOIN
+                 (SELECT c.c_id, c.c_w_id, c.c_d_id
+                  FROM customer c JOIN
+                       (SELECT n1.n_nationkey
+                        FROM nation n1, region r
+                        WHERE n1.n_regionkey = r.r_regionkey AND r.r_name = 'Europe') nr
+                  ON nr.n_nationkey = string_to_codepoint(c.c_state)[0]) cnr
+            ON cnr.c_id = o.o_c_id AND cnr.c_w_id = o.o_w_id AND cnr.c_d_id = o.o_d_id
+            AND i.i_data LIKE '%b' AND i.i_id = ol.ol_i_id
+            AND ol.ol_i_id < 1000
+            AND o.o_entry_d BETWEEN '2017-01-01 00:00:00.000000' AND '2018-12-31 00:00:00.000000') rn1cooli
+      ON rn1cooli.ol_i_id = s.s_i_id
+      AND rn1cooli.ol_supply_w_id = s.s_w_id) rn1coolis JOIN
+            (SELECT su.su_suppkey, n2.n_name
+             FROM supplier su, nation n2
+             WHERE su.su_nationkey = n2.n_nationkey) sun2
+          ON rn1coolis.s_w_id * rn1coolis.s_i_id MOD 10000 = sun2.su_suppkey
+GROUP BY GET_YEAR(DATE(rn1coolis.o_entry_d))
+ORDER BY l_year;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q9.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q9.sqlpp
new file mode 100644
index 0000000..256c905
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/ch2/ch2_q9.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan for CH2 Q9
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset warehouse(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset district(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset customer(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset history(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset orders(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset neworder(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset supplier(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset item(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset stock(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset nation(id uuid not unknown) open type primary key `id` autogenerated;
+create dataset region(id uuid not unknown) open type primary key `id` autogenerated;
+
+SELECT sun.n_name, GET_YEAR(DATE(oolis.o_entry_d)) as l_year, round (SUM(oolis.ol_amount), 2) as SUM_profit
+FROM (SELECT s.s_w_id, s.s_i_id, ooli.o_entry_d, ooli.ol_amount
+      FROM stock s JOIN
+           (SELECT ol.ol_i_id, ol.ol_supply_w_id, ol.ol_amount, o.o_entry_d
+            FROM orders o,  o.o_orderline ol, item i
+            WHERE  i.i_data LIKE '%bb' and ol.ol_i_id = i.i_id) ooli
+      ON ooli.ol_i_id = s.s_i_id and ooli.ol_supply_w_id = s.s_w_id) oolis JOIN
+         (SELECT su.su_suppkey, n.n_name
+          FROM supplier su, nation n
+          WHERE su.su_nationkey = n.n_nationkey) sun
+ON oolis.s_w_id * oolis.s_i_id MOD 10000 = sun.su_suppkey
+GROUP BY sun.n_name, GET_YEAR(DATE(oolis.o_entry_d))
+ORDER BY sun.n_name, l_year DESC;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/collocated.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/collocated.sqlpp
index ee49511..b1c76ec 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/collocated.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/collocated.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset Visitors(VisitorType) primary key vid;
 
-write output to asterix_nc1:"/tmp/fuzzy1.adm";
 select element {'user_name':user.name,'visitor_name':visitor.name}
 from  Users as user,
       Visitors as visitor
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.sqlpp
index 3f64adf..e939be8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/cust_group_no_agg.sqlpp
@@ -41,7 +41,6 @@
 ;
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/.adm";
 select element name
 from  Customers as c
 group by c.c_name as name
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.sqlpp
index 5205324..7f2ddc0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/denorm-cust-order.sqlpp
@@ -61,7 +61,6 @@
 
 create  dataset Orders(OrderType) primary key oid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/custorder.adm";
 select element {'cid':cid,'cust':(from g select c),'cnt-orders':count(o),'orders': (from g select o)}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.sqlpp
index 67587dd..bcbfc44 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/introhashpartitionmerge.sqlpp
@@ -35,7 +35,6 @@
 ;
 create  dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) primary key rank WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/introhashpartitionmerge.adm";
 
 SET `compiler.sort.parallel` "false";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic.sqlpp
index e13305d..e0d6fc5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Mu')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic_ps.sqlpp
index 0384667..1fae011 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains-panic_ps.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains.sqlpp
index e5b4885..aec7ae3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains_ps.sqlpp
index 578ef74..cb8f588 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-contains_ps.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance-check.sqlpp
index da55c99..bb4ab10 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance-check.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check.adm";
 select element o
 from  DBLP as o
 where test.`edit-distance-check`(o.authors,'Amihay Motro',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance.sqlpp
index 91a809b..2d65719 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-edit-distance.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Amihay Motro') <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
index d684f0c..38ea6cc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
index 5adcda0..79a8722 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard-check.sqlpp
index 5b564db..e436255 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard-check.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard.sqlpp
index 3e024a0..668214a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ngram-jaccard.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false)) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
index 41ceade..5725318 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check-panic.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.interests,['computers','wine','walking'],3)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
index eb17ed4..a7aff1f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check.sqlpp
index 0ca8b00..c51de55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.interests,['computers','wine','walking'],1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
index 412ffdb..bf23e2c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic.sqlpp
index 0f2fcf4..a00fbc8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-panic.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.interests,['computers','wine','walking']) <= 3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
index 44f6164..d27123b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance.sqlpp
index a4114d0..97f22b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.interests,['computers','wine','walking']) <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance_ps.sqlpp
index cf8b4a7..41f1471 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-edit-distance_ps.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
index 1bfd5f9..d23d947 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
index 0b8ec46..237ba0a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `1`;
 set `compiler.sort.parallel` "true";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
index a1372d9..01319fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard-check.sqlpp
index 89a3eb8..bb674c2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard-check.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard.sqlpp
index d13c98b..0edcfb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/olist-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.interests,['databases','computers','wine']) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
index d32a8f4..9155c05 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard-check.sqlpp
index 25568e0..081d8fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.interests,{{'computers','wine','databases'}},0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard.sqlpp
index 2a26ee9..e4f17a9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/ulist-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.interests,{{'computers','databases','wine'}}) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains.sqlpp
index 2a1db6d..809e9f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains_ps.sqlpp
index 27157ff..d6ffaad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-contains_ps.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
index 6157fde..0ed509d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard-check.sqlpp
index b0dc05a..ac0b485 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard-check.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard.sqlpp
index eb96ddd..5fadd63 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-basic/word-jaccard.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
index c60c8fd..a28b732 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  eda as test.`edit-distance-check`(o.authors,'Amihay Motro',3),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
index 8a5d1d6..98f723d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  edb as test.`edit-distance-check`(o.authors,'Amihay Motro',5),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
index 1f725d6..3ca9826 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
index d2e3888..2d463eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm";
 select element {'id':paper.id,'title':paper.title}
 from  DBLP as paper
 where test.`edit-distance-check`(test.substring(paper.title,0,8),'datbase',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-let.sqlpp
index 248c243..e3f9eca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-let.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
index 8be4caa..cf28b69 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`gram-tokens`(paper.title,3,false),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
index 68106a5..44fe3aa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.interests,['computers','wine','walking'],3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
index 3b861b1..bdc57ed 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let.sqlpp
index 7083657..059c6a0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.interests,['computers','wine','walking'],1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
index f5d9888..a12344f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-jaccard-check-let.sqlpp
index a04a8ef..9acdc96 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/olist-jaccard-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ulist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ulist-jaccard-check-let.sqlpp
index ceac8c6..20d5e42 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ulist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/ulist-jaccard-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ulist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-let.sqlpp
index e4f3b8d..fb6906f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
index 56ede6d..e9bf36d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
index 7c71c3e..6edd59e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'aauthors':a.authors,'bauthors':b.authors,'ed':ed}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
index 30ea450..20b9944 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `3`;
 set `compiler.internal.sanitycheck` "false";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
index 4fdc637..9b77a0e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm";
 select element {'atitle':a.title,'btitle':b.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
index 0638b0c..d7dab19 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-edit-distance-inline.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'ainterests':a.interests,'binterests':b.interests,'ed':ed}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
index a003dee..09017d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-jaccard-inline.adm";
 select element {'ainterests':a.interests,'binterests':b.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
index 1372490..f904502 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ulist-jaccard-inline.adm";
 select element {'ainterests':a.interests,'binterests':b.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
index 9530163..c0bb728 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
@@ -43,7 +43,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm";
 select element {'atitle':a.title,'btitle':b.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/issue741.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/issue741.sqlpp
index 5a312b3..1cbb519 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/issue741.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/issue741.sqlpp
@@ -53,7 +53,6 @@
 
 create  index topicIIx  on TweetMessages (referred_topics) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_issue741.adm";
 select element {'tweet':t.tweetid,'similar-tweets':(
         select element t2.tweetid
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
index 157d4e4..bdf0f1b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
@@ -65,7 +65,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`message-text`},'similar-tweets':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
index 691bcca..65e22d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
@@ -64,7 +64,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 set `compiler.internal.sanitycheck` "false";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
index 9db0bd7..b188a80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
@@ -65,7 +65,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm";
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`referred-topics`},'similar-tweets':(
         select element {'id':t2.tweetid,'topics':t2.`referred-topics`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
index 2348dd9..8213f63 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
@@ -65,7 +65,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`referred-topics`},'similar-tweets':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-contains_ps.sqlpp
index 5d49319..4280470 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-contains_ps.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_02.sqlpp
index 6549c0f..86e8b35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_02.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_03.sqlpp
index 274a4c0..21a7790 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_03.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_04.sqlpp
index 2e7e6da..fb4dda6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance-check_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_04.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b,'ed':ed[1]}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_02.sqlpp
index 246d50e..22952b2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_02.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_03.sqlpp
index a12ab9a..e4da99c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_04.sqlpp
index fe2cde2..a07fa3a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-edit-distance_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b,'ed':ed}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
index 522a4f8..41860ff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `3`;
 set `compiler.internal.sanitycheck` "false";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
index c3a34b3..1c59a63f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_03.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `3`;
 set `compiler.internal.sanitycheck` "false";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
index aac9ca7..5f8e680 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
index d3bcd49..e1bea4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_02.sqlpp
index 460f1cc..2b8f67a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_03.sqlpp
index 5e180f2..cd068f1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_04.sqlpp
index 2b9aa31..75f6752 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard-check_04.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_02.sqlpp
index a2dc8f2..5ae5989 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_03.sqlpp
index fbc230c..05a1168 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_04.sqlpp
index 5265874..3621c9b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ngram-jaccard_04.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_02.sqlpp
index 1a9cd82..40d8ce5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_02.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_03.sqlpp
index 78645c7..aea0c5b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_03.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_04.sqlpp
index cffc18b..f1a293e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_04.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b,'ed':ed[1]}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_02.sqlpp
index d66efdf..8c38ae2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_02.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_03.sqlpp
index f8cd85b..5c11cc6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_03.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_04.sqlpp
index 4a78cee..60dab06 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-edit-distance_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_04.adm";
 set `compiler.internal.sanitycheck` "false";
 
 select element {'arec':a,'brec':b,'ed':ed}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
index 3fe35d6..e4a9e80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `3`;
 set `compiler.internal.sanitycheck` "false";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
index 8db10eeb..95f38ba 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `3`;
 set `compiler.internal.sanitycheck` "false";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
index c1f3af7..428c2fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
index 573f5e2..53a3d7a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_02.sqlpp
index c9cbd1c..80e6ebc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_03.sqlpp
index 6364474..a3c0a21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_04.sqlpp
index bd84396..c39c1fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_02.sqlpp
index b6bea6a..c191e8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_03.sqlpp
index 3359746..fc5674b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_04.sqlpp
index 941d506..9cc33c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/olist-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
index 5c46ddc..f5bea00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
index b874be2..fbcbcbe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_02.sqlpp
index 2a771e3..84df9e5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_03.sqlpp
index 8d71bb6..41ced1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_04.sqlpp
index 476db19..48c0b1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_02.sqlpp
index 287ef06..2b0060b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_03.sqlpp
index bc7b1cd..5dd7713 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_04.sqlpp
index 77c26cf..44a85c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/ulist-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
index e2158e1..90db3fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
index c6c38b7..ca20a6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
index 50d2442..f302a64 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
@@ -62,7 +62,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm";
 select element {'t1':t1.tweetid,'t2':t2.tweetid,'sim':sim[1]}
 from  TweetMessages as t1,
       TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_02.sqlpp
index 0c2890a..8ddaf3b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_03.sqlpp
index fdf6235..4af5645 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_04.sqlpp
index 8eb16d7..976b694 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard-check_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_02.sqlpp
index b943eec..9a0043c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_03.sqlpp
index 37a119b..e258370 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_04.sqlpp
index 584522a..b1ecd72 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/inverted-index-join/word-jaccard_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.sqlpp
index 9b5e045..9369e03 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_01.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/join-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.sqlpp
index 9c188bc..0f1d095 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/join-super-key_02.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/join-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/inner_right_corr.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/inner_right_corr.sqlpp
new file mode 100644
index 0000000..86821b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/inner_right_corr.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test plan when right branch of an inner join uses an outer variable.
+ * Currently this results in NL join
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset t1(id uuid not unknown) open type primary key id autogenerated;
+create dataset t2(id uuid not unknown) open type primary key id autogenerated;
+
+select a
+from t1
+let a = (select value count(*) from t2 join t1.x as z on t2.y = z.b );
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/query-ASTERIXDB-2986.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/query-ASTERIXDB-2986.sqlpp
new file mode 100644
index 0000000..9507c4b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/joins/query-ASTERIXDB-2986.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+use test1;
+
+create type DocumentType as open {
+};
+
+create type MetaType as open {
+  id:string
+};
+
+create dataset customer(DocumentType) with meta(MetaType) primary key meta().id;
+create dataset orders(DocumentType) with meta(MetaType) primary key meta().id;
+create dataset lineitem(DocumentType) with meta(MetaType) primary key meta().id;
+
+select count(*)
+from orders o, lineitem l, customer c
+where tobigint(l.l_orderkey) = o.o_orderkey
+and o.o_custkey + l.l_orderkey = c.c_custkey + l.l_orderkey;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/leftouterjoin/query-ASTERIXDB-2988.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/leftouterjoin/query-ASTERIXDB-2988.sqlpp
new file mode 100644
index 0000000..2add75a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/leftouterjoin/query-ASTERIXDB-2988.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * No index join because the probe branch does not have a primary key
+ */
+
+DROP dataverse test if exists;
+CREATE dataverse test;
+USE test;
+
+CREATE DATASET ds1(x int, y int) PRIMARY KEY x;
+
+CREATE INDEX idx_y ON ds1(y) TYPE BTREE;
+
+SELECT r1, ds1.x, ds1.y
+FROM range(0, 4) r1 LEFT OUTER JOIN ds1 ON r1 /* +indexnl */ = ds1.y
+ORDER BY r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.sqlpp
index 3fe8de3..2c8935d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_01.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/loj-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.sqlpp
index d6254ab..7a793bb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/loj-super-key_02.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/loj-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
index bc0f28c..3a94a93 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
index 3deb837..bba5234 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
index 99a3497..eee1f9f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains_ps.sqlpp
index 4f07d69..e47250a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/ngram-contains_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
index a11fec7..2117c18 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check-panic_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
index c9b6d13..4a95b68 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-check_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
index db3a364..946e8f9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance-panic_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance_ps.sqlpp
index 05a8936..c6df170 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-edit-distance_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
index b53584e..ff391bc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance_ps.sqlpp
@@ -58,7 +58,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 set `simthreshold` `1`;
 set `compiler.sort.parallel` "true";
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/word-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/word-contains_ps.sqlpp
index e682634..a2b8230 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/word-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-basic/word-contains_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
index 5d57ef6..b39c7ff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic_ps.sqlpp
@@ -61,7 +61,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
index acafb14..76dc578 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-complex/olist-edit-distance-check-let_ps.sqlpp
@@ -61,7 +61,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let.adm";
 set `compiler.sort.parallel` "true";
 
 select element c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
index e61386b..f6ea964 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgNgramIx  on TweetMessages (nested.`message-text`) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 set `compiler.internal.sanitycheck` "false";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
index 292925a..02d5194 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index topicKeywordIx  on TweetMessages (nested.`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweet':{'id':t1.nested.tweetid,'topics':t1.nested.`referred-topics`},'similar-tweets':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
index 245e3ac..05ba474 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
@@ -66,7 +66,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
index 2481d9e..d3cb934 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
@@ -66,7 +66,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
index 5b88828..af9aba0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
index bb50b07..568e24b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
index dbf7c40..d14ec4b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
index df41b65..799ff00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.sqlpp
index f42caf5..792dde1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- * Description  : Testing that creating a nested composite key open index is successful.
- *              : Currently this index cannot be used for this query because
- *              : the index will not store composite keys where some fields are NULL/MISSING.
+ * Description  : Testing that creating a nested composite key open index is successful and being used.
  * Expected Res : Success
  */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.sqlpp
index 33afe2a..438ea9b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- * Description  : Testing that creating a nested composite key open index is successful.
- *              : Currently this index cannot be used for this query because
- *              : the index will not store composite keys where some fields are NULL/MISSING.
+ * Description  : Testing that creating a nested composite key open index is successful and being used.
  * Expected Res : Success
  */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.sqlpp
index 16ac025..b10915d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- * Description  : There's index-join hint and the probe type is known (string), non-enforced nested composite index.
- *              : Currently this index cannot be used for this query because
- *              : the index will not store composite keys where some fields are NULL/MISSING.
+ * Description  : Index join because there's a hint and the probe type is known (string), non-enforced nested composite
  * Expected Res : Success
  */
 drop dataverse test if exists;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.sqlpp
index e8d18cf..9dce6972 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- * Description  : There's index-join join and the probe type is known (bigint), non-enforced nested composite index.
- *              : Currently this index cannot be used for this query because
- *              : the index will not store composite keys where some fields are NULL/MISSING.
+ * Description  : Index join because there's a hint and the probe type is known (bigint), non-enforced nested composite
  * Expected Res : Success
  */
 drop dataverse test if exists;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/01.sqlpp
index df0510f..6f97c35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/01.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- *  Description     : Testing that creating a nested composite key open index is successful.
- *                  : Currently this index cannot be used for this query because
- *                  : the index will not store composite keys where some fields are NULL/MISSING.
+ *  Description     : Testing that creating a nested composite key open index is successful and being used.
  *  Expected Result : Success
  */
 drop  dataverse test if exists;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/02.sqlpp
index b9585f9..0fc5b4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/02.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
 /*
- *  Description     : Testing that creating a nested composite key open index is successful.
- *                  : Currently this index cannot be used for this query because
- *                  : the index will not store composite keys where some fields are NULL/MISSING.
+ *  Description     : Testing that creating a nested composite key open index is successful and being used.
  *  Expected Result : Success
  */
 drop  dataverse test if exists;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/03.sqlpp
index 067d6b9..45f87fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/03.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/04.sqlpp
index 3ca76d7..534df4c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/04.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/05.sqlpp
index 1aec248..ae384bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/05.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/06.sqlpp
index 352e390..d7aa320 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/06.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/07.sqlpp
index 640f3c9..bc7b0a9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/07.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/08.sqlpp
index cba8aa5..094c8b3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/08.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/09.sqlpp
index fd8f8bc..37a6e97 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/09.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/09.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/10.sqlpp
index e5a189a..6cd28df4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/10.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/10.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/11.sqlpp
index 080389a..9024f4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/11.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/11.sqlpp
@@ -17,9 +17,7 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/12.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/12.sqlpp
index 7b0a51a..546a041 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/12.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/btree-index/non-enforced-composite-key/12.sqlpp
@@ -17,9 +17,8 @@
  * under the License.
  */
  /*
-  *  Description     : Testing that creating a nested composite key open index is successful.
-  *                  : Currently this index cannot be used for this query because
-  *                  : the index will not store composite keys where some fields are NULL/MISSING.
+  *  Description     : Testing that creating a nested composite key open index is successful and being used
+  *                    when multiple indexes match.
   *  Expected Result : Success
   */
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
index 1d22a19..009b4cf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains-panic_ps.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains_ps.sqlpp
index 7e98edf..e31ef0d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/ngram-contains_ps.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/word-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/word-contains_ps.sqlpp
index b6407d5..aeaa21a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/word-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-basic/word-contains_ps.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
index 3a5e14f..dfdc227 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgNgramIx  on TweetMessages (nested.`message-text`:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 set `compiler.internal.sanitycheck` "false";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_01_ps.sqlpp
index fe6c65d..b08b9fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_01_ps.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_02_ps.sqlpp
index 955f38c..d8b558d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_02_ps.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_03_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_03_ps.sqlpp
index eb6fe2c..04e7a34 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_03_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_03_ps.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-03.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_04_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_04_ps.sqlpp
index a924e19..8d26337 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_04_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/inverted-index-join/ngram-contains_04_ps.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-04.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
index 19143d3..6177484 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
@@ -65,7 +65,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
index 0471760..9630f4a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
@@ -65,7 +65,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.sqlpp
index 001da3f..26d1ee6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/nested_loj2.sqlpp
@@ -78,7 +78,6 @@
 
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/nested_loj.adm";
 select element {'cust':c,'orders':orders}
 from  Customers as c
 with  orders as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
index 2514206..32d9053 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1_ps.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
index abe7d59..5ba60b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2_ps.sqlpp
@@ -55,7 +55,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
index 1f0c190..ab13a5c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1_ps.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
index fd29e2e..e8976ef 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2_ps.sqlpp
@@ -55,7 +55,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains-panic_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains-panic_ps.sqlpp
index dbb430a..5209f6c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains-panic_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains-panic_ps.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains_ps.sqlpp
index 060465d..bffd850 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/ngram-contains_ps.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/word-contains_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/word-contains_ps.sqlpp
index 9caf6bd..a41be85 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/word-contains_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-basic/word-contains_ps.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
index d81fcd9..22dc400 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01_ps.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgNgramIx  on TweetMessages (`message-text`:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 set `compiler.sort.parallel` "true";
 set `compiler.internal.sanitycheck` "false";
 
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_01_ps.sqlpp
index fe6c65d..b08b9fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_01_ps.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_02_ps.sqlpp
index 1cb8237..e610b00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_02_ps.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_03_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_03_ps.sqlpp
index eb6fe2c..04e7a34 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_03_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_03_ps.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-03.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_04_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_04_ps.sqlpp
index a924e19..8d26337 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_04_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/inverted-index-join/ngram-contains_04_ps.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-04.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'title1':o1.title,'title2':o2.title}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
index 3fd898e..ff60253 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
index c59dba4..5abe1c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.sqlpp
index 4b44ca8..b644b15 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.sqlpp
@@ -22,8 +22,6 @@
 *              : fields of a composite index.
 *              : Define the BTree index on a composite key (c_x,c_y,c_z)
 *              : predicate => WHERE c_x = ... and c_z = ...
-*              : Currently this index cannot be used for this query because
-*              : the index will not store composite keys where some fields are NULL/MISSING.
 * Expected Res : Success
 * Date         : 10 Oct 2019
 */
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05.sqlpp
index c8ad09c..523fc9b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05.sqlpp
@@ -26,7 +26,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-05.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05_ps.sqlpp
index 8c3f6dd..069fbb6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-05_ps.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-05.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06.sqlpp
index 0fdf599..34b10f5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-06.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06_ps.sqlpp
index 7ba14c9..3953793 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-06_ps.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-06.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07.sqlpp
index 2ceb8d8..049b51f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-07.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07_ps.sqlpp
index 403a75e..4bbe9f0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-07_ps.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-07.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08.sqlpp
index 40c1bc3..320b608 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08.sqlpp
@@ -26,7 +26,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08_ps.sqlpp
index a82fe5b..224bcde 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-08_ps.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09.sqlpp
index 510f2df..7d055d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09.sqlpp
@@ -26,7 +26,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09_ps.sqlpp
index 759ce3a..7d03e99 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-equi-join-non-enforced/btree-equi-join-non-enforced-09_ps.sqlpp
@@ -25,7 +25,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-equi-join-non-enforced_btree-equi-join-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04.sqlpp
index 86a04a2..9fc84df 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-04.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04_ps.sqlpp
index 1b585b6..01a4ea3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-04_ps.sqlpp
@@ -26,7 +26,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-04.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05.sqlpp
index 83ae02a..df39ed8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-05.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05_ps.sqlpp
index b14b9d6..1891dd7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-05_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-05.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06.sqlpp
index b8cdcd0..9736773 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-06.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06_ps.sqlpp
index 570c37e..7697e27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-06_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-06.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07.sqlpp
index b84796b..9df6808 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-07.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07_ps.sqlpp
index ffb1cf8..17eac95 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-07_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-07.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08.sqlpp
index 9659d6c..bf31348 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08_ps.sqlpp
index 6de6121..6493149 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-08_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-08.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09.sqlpp
index 39414d0..58b0b97 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-09.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09_ps.sqlpp
index 3f1a7847..9c02c46 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-09_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-09.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10.sqlpp
index 18b75ef..e0aaad1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-10.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105.sqlpp
index e34f931..eb0c171 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105.sqlpp
@@ -28,7 +28,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-104.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105_ps.sqlpp
index 6049e5f..1c07be9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-105_ps.sqlpp
@@ -28,7 +28,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-104.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10_ps.sqlpp
index afb08ca..330addd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-10_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-10.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11.sqlpp
index f4d2a2d..5b44090 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-11.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11_ps.sqlpp
index b921fa3..21f2768 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/open-index-non-enforced/btree-index-non-enforced/btree-index-non-enforced-11_ps.sqlpp
@@ -27,7 +27,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/btree-index-non-enforced_btree-index-non-enforced-11.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby_ps.sqlpp
index 7bebb74..8b83cf8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-desc-using-gby_ps.sqlpp
@@ -49,7 +49,6 @@
 ;
 create  dataset Customers(CustomerType) primary key cid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/gby-using-orderby-desc.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'name':name,'age':age}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-nulls-first-last.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-nulls-first-last.sqlpp
new file mode 100644
index 0000000..db4b75b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orderby-nulls-first-last.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create type TestType as {
+   c: bigint
+};
+
+create dataset data(TestType) primary key c;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST, d.b DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.sqlpp
index b010a1f..6318ba9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01_ps.sqlpp
index 1c5bfaa..cbfec56 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.sqlpp
index deb8b4c..10f2183 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02_ps.sqlpp
index f5f47b6..c9ab66a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.sqlpp
index 5243efd..44f965d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01_ps.sqlpp
index 5ecea40..883a975 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_01_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.sqlpp
index fa77884..e7daca8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02_ps.sqlpp
index cb60838..ea7bfdb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive_02_ps.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.sqlpp
index b03b85b..e1ef5be 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/pull_select_above_eq_join.sqlpp
@@ -47,7 +47,6 @@
 
 create  dataset Visitors(VisitorType) primary key vid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/pull-select-above-eq-join.adm";
 select element {'uid':user.uid,'vid':visitor.vid}
 from  Users as user,
       Visitors as visitor
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.sqlpp
index 7807359..ae9f845 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/push-project-through-group.sqlpp
@@ -38,7 +38,6 @@
 ;
 create  dataset DBLP(DBLPType) primary key id WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/fuzzyjoin_080.adm";
 select element {'id':paperDBLP.id,'matches':matches}
 from  DBLP as paperDBLP
 with  matches as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/q01_pricing_summary_report_nt_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/q01_pricing_summary_report_nt_ps.sqlpp
index 3ee5774..d36c40d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/q01_pricing_summary_report_nt_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/q01_pricing_summary_report_nt_ps.sqlpp
@@ -47,7 +47,6 @@
 
 load  dataset LineItem using localfs ((`path`=`asterix_nc1://data/tpch0.001/lineitem.tbl`),(`format`=`delimited-text`),(`delimiter`=`|`)) pre-sorted;
 
-write output to asterix_nc1:"rttest/tpch_q1_pricing_summary_report_nt.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'l_returnflag':l_returnflag,'l_linestatus':l_linestatus,'sum_qty':tpch.strict_sum((
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
index 2a61fa5..af73da4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01_ps.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
index a30f22c..cc0f899 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.tweetid,'loc2':t2.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
index 3e1c881..3b9eda7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02_ps.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 set `compiler.sort.parallel` "true";
 
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_02.sqlpp
index f87832e..6bde012 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_02.sqlpp
@@ -47,7 +47,6 @@
 
 create  index rtree_index  on MyData2 (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_03.sqlpp
index afe7a72..e60b46a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/rtree-index-join/spatial-intersect-point_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index rtree_index  on MyData (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_03.adm";
 select element {'a':a,'b':b}
 from  MyData as a,
       MyData as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-ngram-index_ps.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-ngram-index_ps.sqlpp
index c14a25e..a8a11b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-ngram-index_ps.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-ngram-index_ps.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 set `compiler.sort.parallel` "true";
 
 select element o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-secondary-btree-index-2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-secondary-btree-index-2.sqlpp
index 6235842..3b8ac91 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-secondary-btree-index-2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/skip-index/skip-secondary-btree-index-2.sqlpp
@@ -28,7 +28,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_dynamic_partitioning.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_dynamic_partitioning.sqlpp
new file mode 100644
index 0000000..0cbadc4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_dynamic_partitioning.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset 
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset 
+CREATE DATASET LakeSet (LakeType) primary key id;
+
+-- Run query with spatial partitioning hint
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE spatial_intersect(ps.geom, ls.geom);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_static_partitioning.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_static_partitioning.sqlpp
new file mode 100644
index 0000000..4dbf727
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/spatial_intersect_static_partitioning.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset 
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset 
+CREATE DATASET LakeSet (LakeType) primary key id;
+
+-- Run query with spatial partitioning hint
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ spatial_intersect(ps.geom, ls.geom);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_distance_static_partitioning.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_distance_static_partitioning.sqlpp
new file mode 100644
index 0000000..09da36d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_distance_static_partitioning.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: Geometry
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: Geometry
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
+
+-- Run query with spatial partitioning hint
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ st_distance(ps.geom, ls.geom) < 1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_intersects_static_partitioning.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_intersects_static_partitioning.sqlpp
new file mode 100644
index 0000000..b93e4ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/spatial_join/st_intersects_static_partitioning.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: Geometry
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: Geometry
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
+
+-- Run query with spatial partitioning hint
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ st_intersects(ps.geom, ls.geom);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-01.sqlpp
index 0a53f64..01dc63a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-01.sqlpp
@@ -28,7 +28,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/statement-params_statement-params-01.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-02.sqlpp
index 71e9f3c..5a87623 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-02.sqlpp
@@ -28,7 +28,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/statement-params_statement-params-03.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-03.sqlpp
index 9019f68..add9560 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/statement-params/statement-params-03.sqlpp
@@ -28,7 +28,6 @@
 create dataverse test;
 use test;
 
-write output to asterix_nc1:"rttest/statement-params_statement-params-03.adm";
 
 create type TestOpenType as open {
   c_id: int64
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/subquery/query-ASTERIXDB-3006.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/subquery/query-ASTERIXDB-3006.sqlpp
new file mode 100644
index 0000000..6bf64c4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/subquery/query-ASTERIXDB-3006.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: This test case is to verify the fix for ASTERIXDB-3006
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset ds1(id int not unknown) open type primary key id;
+create dataset ds2(id int not unknown) open type primary key id;
+
+select value ds1
+from ds1
+where exists(
+   select 1
+   from ds1.a[*].b b
+   join ds2 on ds2.x[0].y = b
+)
+order by ds1.id;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries/window/win_opt_02/win_opt_02_1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/window/win_opt_02/win_opt_02_1.sqlpp
new file mode 100644
index 0000000..def3a02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries/window/win_opt_02/win_opt_02_1.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test fix for ASTERIXDB-3007
+ * Expected Res : SUCCESS
+ */
+
+with ds1 as (
+  select r as t, r*r as x
+  from range(1, 10) r
+)
+
+select t, x, dt, dx, int(v) as v, int(a) as a
+from ds1
+let dt = t - lag(t) over (order by t),
+    dx = x - lag(x) over (order by t),
+    v = dx/dt,
+    a = v - lag(v) over (order by t)
+order by t;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
index fc99d0b..8aab30e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
index 96e43a9..5531908 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_01.sqlpp
index f00eeeb..17cd88b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_01.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_02.sqlpp
index c12df2e..b84eae9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_02.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_03.sqlpp
index fa95763..e8bfa2b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-join_03.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
index fdc5d9b..022bf07 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
index 285affd2..776a1a2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
index 61268a4..791db1f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
index 83feb01..e569dcf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_04.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
index dab1456..512c9c8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_05.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
index 54a57dd..e14c5fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
@@ -37,7 +37,6 @@
 
 create  dataset Names(Name) primary key fname,lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_06.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-multipred.sqlpp
index 7cf8561..623d3fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-multipred.sqlpp
@@ -65,7 +65,6 @@
 
 create  dataset Orders(OrderType) primary key oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join-multipred.adm";
 select element {'customer':c,'order':o}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_01.sqlpp
index 37fc73e..95c368b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join-neg_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_02.sqlpp
index 31126b6..d7384d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join-neg_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join-neg_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_01.sqlpp
index 3822746..77d83a6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_02.sqlpp
index fb1bf93..91bb2b3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_03.sqlpp
index 9d1aaf3..496d0d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_03.sqlpp
@@ -63,7 +63,6 @@
 
 create  dataset Orders(OrderType) primary key oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_04.adm";
 select element {'customer':c,'order':o}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_04.sqlpp
index e465dc4..d51ba21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_04.sqlpp
@@ -63,7 +63,6 @@
 
 create  dataset Orders(OrderType) primary key oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_05.adm";
 select element {'customer':c,'order':o}
 from  Orders as o,
       Customers as c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_05.sqlpp
index 75f6bdd..b6d1da5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-equi-join_05.sqlpp
@@ -51,7 +51,6 @@
 
 create  dataset Customers(CustomerType) primary key cid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_06.adm";
 select element {'customer1':c1,'customer2':c2}
 from  Customers as c1,
       Customers as c2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_01.sqlpp
index 64433e9..3b92465 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-ge-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_02.sqlpp
index 30c5406..c6618cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-ge-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-ge-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_01.sqlpp
index 67e8208..a63fa11 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-gt-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_02.sqlpp
index 84a84c0..5a18107 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-gt-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-gt-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_01.sqlpp
index a80c2ca..8444c06 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-le-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_02.sqlpp
index 66ac893..a7ebe01 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-le-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-le-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_01.sqlpp
index 3c719d8..4f511c3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-lt-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_02.sqlpp
index d32d8a1..ecc0391 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/primary-lt-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-lt-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multiindex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multiindex.sqlpp
index 4580dab..4180df7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multiindex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multiindex.sqlpp
@@ -67,7 +67,6 @@
 
 create  index fbmIdxAutId  if not exists  on FacebookMessages (`author-id-copy`) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multiindex.adm";
 select element {'fbu-ID':user.id,'fbm-auth-ID':message.`author-id`,'uname':user.name,'message':message.message}
 from  FacebookUsers as user,
       FacebookMessages as message
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multipred.sqlpp
index 0fb1462..67c58c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join-multipred.sqlpp
@@ -55,7 +55,6 @@
 
 create  index title_index  on DBLP (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multipred.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_01.sqlpp
index 30352db..93d306d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_01.sqlpp
@@ -53,7 +53,6 @@
 
 create  index title_index  on DBLP (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_02.sqlpp
index 1c315f8..ec3a0c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_02.sqlpp
@@ -53,7 +53,6 @@
 
 create  index title_index  on CSX (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_03.sqlpp
index 7ab67fa..69bacde 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index-join/secondary-equi-join_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  index title_index  on DBLP (title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-01.sqlpp
index 9e4f892..bf27d14 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-01.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-01.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-02.sqlpp
index f2e401e..9d7a61a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-02.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-02.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-03.sqlpp
index ad6db11..ac7cc99 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-03.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-03.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-04.sqlpp
index b5ea3a0..ea3e82e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-04.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-04.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-05.sqlpp
index b237a63..00fbe0f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-05.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-05.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-06.sqlpp
index e653b33..d05dbfb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-06.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-06.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-07.sqlpp
index bef5f61..f426bd5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-07.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-07.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-08.sqlpp
index d8f267e..40e30bc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-08.sqlpp
@@ -28,7 +28,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-08.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-09.sqlpp
index b2c4c89..ed2a4c8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-09.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-09.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-09.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-10.sqlpp
index 3d19624..f83eff1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-10.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-10.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-10.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-11.sqlpp
index 4838fea..e9786c8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-11.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-11.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-11.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-12.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-12.sqlpp
index 5c5f01b..e2814f0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-12.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-12.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-12.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-13.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-13.sqlpp
index 90719de..3ae6a62 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-13.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-13.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-13.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-14.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-14.sqlpp
index 14d9178..40696b8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-14.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-14.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-14.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-15.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-15.sqlpp
index f182790..31cdf2b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-15.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-15.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-15.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-16.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-16.sqlpp
index 0298ab5..5f849f4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-16.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-16.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-16.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-17.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-17.sqlpp
index bb5de9e..afdefb5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-17.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-17.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-17.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-18.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-18.sqlpp
index 0f02205..c0785d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-18.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-18.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-18.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-19.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-19.sqlpp
index e095a0b..260c7ea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-19.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-19.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-19.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-20.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-20.sqlpp
index 1735713..c1b2810 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-20.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-20.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-20.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-21.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-21.sqlpp
index 95a9407..600ffac 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-21.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-21.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-21.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-22.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-22.sqlpp
index 3fd48d5..2274dfe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-22.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-22.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-22.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-23.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-23.sqlpp
index 72a2a480..f87b149 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-23.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-23.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-23.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-24.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-24.sqlpp
index 0b8a9aa..1b4af59 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-24.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-24.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-24.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-25.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-25.sqlpp
index fb855e1..b63ef80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-25.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-25.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-25.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-26.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-26.sqlpp
index e187f4a..fc2367e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-26.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-26.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-26.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-27.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-27.sqlpp
index 8b83fff..778a67c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-27.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-27.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-27.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-28.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-28.sqlpp
index 388f4a9..de1b4c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-28.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-28.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-28.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-29.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-29.sqlpp
index 5b6d1fc..67e7054 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-29.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-29.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-29.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-30.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-30.sqlpp
index 9dfe2b6..d708889 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-30.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-30.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-30.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-31.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-31.sqlpp
index 2c36adb..bc5c463 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-31.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-31.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-31.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-32.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-32.sqlpp
index f61fee1..3822bfb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-32.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-primary-32.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-32.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-33.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-33.sqlpp
index 845da2a..bc23fdb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-33.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-33.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-33.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-34.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-34.sqlpp
index db55b28..f4842fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-34.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-34.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-34.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-35.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-35.sqlpp
index ecac451..096a519 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-35.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-35.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-35.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-36.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-36.sqlpp
index 6354f25..293991c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-36.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-36.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-36.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-37.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-37.sqlpp
index 5a044bc..cf73784 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-37.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-37.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-37.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-38.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-38.sqlpp
index 154c912..a34412e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-38.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-38.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-38.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-39.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-39.sqlpp
index 9e274b0..65886cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-39.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-39.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-39.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-40.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-40.sqlpp
index d8a95cd..68ec1fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-40.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-40.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-40.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-41.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-41.sqlpp
index 0c9ab8d..b5cba41 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-41.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-41.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-41.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-42.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-42.sqlpp
index 75ccb90..5cef060 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-42.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-42.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-42.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-43.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-43.sqlpp
index 2cf7dbb..e1e88f4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-43.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-43.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-43.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-44.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-44.sqlpp
index 98f037e..91a11cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-44.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-44.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-44.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-45.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-45.sqlpp
index a88838f..87659ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-45.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-45.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-45.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-46.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-46.sqlpp
index 524b0a7..9fbb733 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-46.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-46.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-46.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-47.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-47.sqlpp
index f6a5120..f3ff0d5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-47.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-47.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-47.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-48.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-48.sqlpp
index cd4fae6..596e00f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-48.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-48.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-48.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-49.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-49.sqlpp
index 9efcfc6..7fd5825 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-49.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-49.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-50.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-50.sqlpp
index 4ad3c01..00cbe7b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-50.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-50.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-50.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-51.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-51.sqlpp
index 3b3b5e1..eea7904 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-51.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-51.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-51.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-52.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-52.sqlpp
index d6d977c..f241c16 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-52.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-52.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-52.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-53.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-53.sqlpp
index 985cde7..244f33e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-53.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-53.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-53.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-54.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-54.sqlpp
index 40ae7d1..483ae00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-54.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-54.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-54.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-55.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-55.sqlpp
index 8b9a588b3..d69564c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-55.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-55.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-55.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-56.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-56.sqlpp
index 14d1ce9..a58d505 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-56.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-56.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-56.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-57.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-57.sqlpp
index 4070114..ef6acd9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-57.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-57.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-58.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-58.sqlpp
index e3f42ca..8a277df 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-58.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-58.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-58.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-59.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-59.sqlpp
index 8656ab8..0dd1929 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-59.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-59.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-59.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-60.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-60.sqlpp
index 38fad40..bf59ed0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-60.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-60.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-60.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-61.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-61.sqlpp
index e8d5627..d8d40f1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-61.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-61.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-61.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-62.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-62.sqlpp
index ce68496..79fca89 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-62.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-62.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-62.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-63.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-63.sqlpp
index 0ef6c12..903a162 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-63.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-63.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-63.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-64.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-64.sqlpp
index 723a551..6e7b2b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-64.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-64.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-64.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-65.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-65.sqlpp
index 2de8f5b..344ba5b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-65.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-65.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-65.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-66.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-66.sqlpp
index 800beef..2c5edce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-66.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-66.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-66.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-67.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-67.sqlpp
index 89e6697..7817b8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-67.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/btree-index/btree-secondary-67.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-67.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/collocated.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/collocated.sqlpp
index ee49511..b1c76ec 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/collocated.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/collocated.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset Visitors(VisitorType) primary key vid;
 
-write output to asterix_nc1:"/tmp/fuzzy1.adm";
 select element {'user_name':user.name,'visitor_name':visitor.name}
 from  Users as user,
       Visitors as visitor
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-complex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-complex.sqlpp
index ff91548..323c688 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-complex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-complex.sqlpp
@@ -40,7 +40,6 @@
 
 load  dataset DBLP using localfs ((`path`=`asterix_nc1://data/dblp-small/dblp-small-id.txt`),(`format`=`delimited-text`),(`delimiter`=`:`)) pre-sorted;
 
-write output to asterix_nc1:"rttest/consolidate-complex-selects.aql";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-simple.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-simple.sqlpp
index fcd5e68..4c6cda9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-simple.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/consolidate-selects-simple.sqlpp
@@ -41,7 +41,6 @@
 ;
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/consolidate-selects-simple.aql";
 select element c
 from  Customers as c
 where ((c.c_name = 'testname') and (c.c_address = 'testaddr') and (c.c_nationkey = 1) and (c.c_phone = '123456789'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/const-folding.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/const-folding.sqlpp
index 583c0b8..30cf2ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/const-folding.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/const-folding.sqlpp
@@ -23,5 +23,4 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/divide.adm";
 {'a':(1 + 2),'b':['foo','bar'][0]}.b;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/count-tweets.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/count-tweets.sqlpp
index 9ec110a..a1fcb3d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/count-tweets.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/count-tweets.sqlpp
@@ -34,7 +34,6 @@
 
 create external  dataset TwitterData(Tweet) using localfs((`path`=`asterix_nc1://data/twitter/smalltweets.txt`),("format"="adm"));
 
-write output to asterix_nc1:"/tmp/count-tweets.adm";
 select element {'word':tok,'count':count(token)}
 from  TwitterData as t,
       tokens as token
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/cust_group_no_agg.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/cust_group_no_agg.sqlpp
index 3f64adf..e939be8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/cust_group_no_agg.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/cust_group_no_agg.sqlpp
@@ -41,7 +41,6 @@
 ;
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/.adm";
 select element name
 from  Customers as c
 group by c.c_name as name
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/denorm-cust-order.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/denorm-cust-order.sqlpp
index 5205324..7f2ddc0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/denorm-cust-order.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/denorm-cust-order.sqlpp
@@ -61,7 +61,6 @@
 
 create  dataset Orders(OrderType) primary key oid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/custorder.adm";
 select element {'cid':cid,'cust':(from g select c),'cnt-orders':count(o),'orders': (from g select o)}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/distinct_aggregate.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/distinct_aggregate.sqlpp
index 812e6d0..91afa2e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/distinct_aggregate.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/distinct_aggregate.sqlpp
@@ -49,7 +49,6 @@
 ;
 create  dataset LineItems_q1(LineItemType) primary key l_orderkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/tpch_q1_pricing_summary_report_nt.adm";
 select element {'l_returnflag':l_returnflag,'l_linestatus':l_linestatus,'count_suppkey':count(g)}
 from  (
     select element {'l_returnflag':l_returnflag,'l_linestatus':l_linestatus,'l_suppkey':l_suppkey}
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/filter-nested.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/filter-nested.sqlpp
index 53d6cc7..f0df73b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/filter-nested.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/filter-nested.sqlpp
@@ -23,7 +23,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/filter-nested.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-dblp-csx.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-dblp-csx.sqlpp
index 51c137c..2e72ad1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-dblp-csx.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-dblp-csx.sqlpp
@@ -49,7 +49,6 @@
 
 create  dataset CSX(CSXType) primary key id WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/fj-dblp-csx.adm";
 select element {'idDBLP':idDBLP,'idCSX':idCSX}
 from  DBLP as paperDBLP,
       tokensDBLP as prefixTokenDBLP,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase1.sqlpp
index 98a8dce..7709771 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase1.sqlpp
@@ -45,7 +45,6 @@
 
 create  dataset Visitors(VisitorType) primary key vid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/rares03.adm";
 select element {'uid':user.uid,'tokens':tokens}
 from  Users as user
 with  tokens as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase2-with-hints.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase2-with-hints.sqlpp
index 26af6b6..8b74a121 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase2-with-hints.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/fj-phase2-with-hints.sqlpp
@@ -38,7 +38,6 @@
 ;
 create  dataset DBLP_fuzzyjoin_078(DBLPType) primary key id WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/fuzzyjoin_078.adm";
 select element {'id':paperDBLP.id,'tokens':tokensDBLP}
 from  DBLP_fuzzyjoin_078 as paperDBLP
 with  unrankedTokensDBLP as fuzzyjoin_078.`counthashed-word-tokens`(paperDBLP.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/hashjoin-with-unnest.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/hashjoin-with-unnest.sqlpp
index 4f5263c1..86626da 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/hashjoin-with-unnest.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/hashjoin-with-unnest.sqlpp
@@ -38,7 +38,6 @@
 
 create  dataset t2(TestType) primary key id;
 
-write output to asterix_nc1:"rttest/hahsjoin-with-unnest.adm";
 select element {'t1':m,'t2':n}
 from  t1 as m,
       t2 as n,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inline-funs.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inline-funs.sqlpp
index 720108a..3b3b8ac 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inline-funs.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inline-funs.sqlpp
@@ -23,7 +23,6 @@
 use test;
 
 
-write output to asterix_nc1:"/tmp/inline_funs.adm";
 declare function f1() {
 (1 + test.f2())
 };
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inlined_q18_large_volume_customer.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inlined_q18_large_volume_customer.sqlpp
index c806296..6b0b8e0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inlined_q18_large_volume_customer.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inlined_q18_large_volume_customer.sqlpp
@@ -78,7 +78,6 @@
 
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/inlined_q18_large_volume_customer.adm";
 select element {'c_name':c_name,'c_custkey':c_custkey,'o_orderkey':o_orderkey,'o_orderdate':o_orderdate,'o_totalprice':o_totalprice,'sum_quantity':inlined_q18_large_volume_customer.strict_sum((
         select element j.l_quantity
         from  l as j
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/introhashpartitionmerge.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/introhashpartitionmerge.sqlpp
index a9cf298..cceea07 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/introhashpartitionmerge.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/introhashpartitionmerge.sqlpp
@@ -35,7 +35,6 @@
 ;
 create  dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) primary key rank WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/introhashpartitionmerge.adm";
 select element token2.rank
 from  TOKENSRANKEDADM as token1,
       (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains-panic.sqlpp
index e13305d..e0d6fc5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains-panic.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Mu')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains.sqlpp
index e5b4885..aec7ae3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-contains.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
index 1f04301..f8b3095 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check.sqlpp
index da55c99..bb4ab10 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-check.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check.adm";
 select element o
 from  DBLP as o
 where test.`edit-distance-check`(o.authors,'Amihay Motro',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-panic.sqlpp
index 84eae49..db5ab45 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance-panic.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-panic.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Amihay Motro') <= 5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance.sqlpp
index 91a809b..2d65719 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-edit-distance.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Amihay Motro') <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
index d684f0c..38ea6cc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
index 5adcda0..79a8722 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard-check.sqlpp
index 5b564db..e436255 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard-check.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard.sqlpp
index 3e024a0..668214a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ngram-jaccard.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false)) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
index 41ceade..5725318 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check-panic.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.interests,['computers','wine','walking'],3)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check.sqlpp
index 0ca8b00..c51de55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.interests,['computers','wine','walking'],1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-panic.sqlpp
index 0f2fcf4..a00fbc8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance-panic.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-panic.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.interests,['computers','wine','walking']) <= 3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance.sqlpp
index a4114d0..97f22b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.interests,['computers','wine','walking']) <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
index 1bfd5f9..d23d947 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
index a1372d9..01319fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard-check.sqlpp
index 89a3eb8..bb674c2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard-check.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard.sqlpp
index d13c98b..0edcfb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/olist-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.interests,['databases','computers','wine']) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
index d32a8f4..9155c05 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard-check.sqlpp
index 25568e0..081d8fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard-check.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.interests,{{'computers','wine','databases'}},0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard.sqlpp
index 2a26ee9..e4f17a9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/ulist-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.interests,{{'computers','databases','wine'}}) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-contains.sqlpp
index 2a1db6d..809e9f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-contains.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
index 6157fde..0ed509d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard-check.sqlpp
index b0dc05a..ac0b485 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard-check.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard.sqlpp
index eb96ddd..5fadd63 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-basic/word-jaccard.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
index c60c8fd..a28b732 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  eda as test.`edit-distance-check`(o.authors,'Amihay Motro',3),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
index 8a5d1d6..98f723d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  edb as test.`edit-distance-check`(o.authors,'Amihay Motro',5),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
index 2cce890..e1b91f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
index 1f725d6..3ca9826 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
index d2e3888..2d463eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm";
 select element {'id':paper.id,'title':paper.title}
 from  DBLP as paper
 where test.`edit-distance-check`(test.substring(paper.title,0,8),'datbase',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
index ea53884..4fef571 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm";
 select element {'id':paper.id,'title':paper.title}
 from  DBLP as paper,
       test.`word-tokens`(paper.title) as word
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-let.sqlpp
index 248c243..e3f9eca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-let.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
index 8be4caa..cf28b69 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`gram-tokens`(paper.title,3,false),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
index 68106a5..44fe3aa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.interests,['computers','wine','walking'],3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let.sqlpp
index 7083657..059c6a0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-edit-distance-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.interests,['computers','wine','walking'],1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-jaccard-check-let.sqlpp
index a04a8ef..9acdc96 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/olist-jaccard-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ulist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ulist-jaccard-check-let.sqlpp
index ceac8c6..20d5e42 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ulist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/ulist-jaccard-check-let.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ulist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-let.sqlpp
index e4f3b8d..fb6906f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
index 56ede6d..e9bf36d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
index c29de43..45bc472 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm";
 select element {'aauthors':a.authors,'bauthors':b.authors,'ed':ed}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.sqlpp
index 767f6f5..4d4c029 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance.adm";
 select element {'aauthors':a.authors,'bauthors':b.authors}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
index 1234824..3a734cc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.sqlpp
index c050bc9..3477de8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.sqlpp
@@ -55,7 +55,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
index 4fdc637..9b77a0e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm";
 select element {'atitle':a.title,'btitle':b.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.sqlpp
index ca001a0..4c4f997 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.sqlpp
@@ -55,7 +55,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-jaccard.adm";
 select element {'atitle':a.title,'btitle':b.title}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
index 40c8c5f..be28e73 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-edit-distance-inline.adm";
 select element {'ainterests':a.interests,'binterests':b.interests,'ed':ed}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.sqlpp
index 38c3cb9..7c44409c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-edit-distance.adm";
 select element {'ainterests':a.interests,'binterests':b.interests}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.sqlpp
index 4d8cfaa..779e026 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.sqlpp
index 6ce100b..7c9b678 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
index a003dee..09017d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-jaccard-inline.adm";
 select element {'ainterests':a.interests,'binterests':b.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.sqlpp
index e0a1a64..13ede78 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-jaccard.adm";
 select element {'ainterests':a.interests,'binterests':b.interests}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.sqlpp
index 4a1bf06..e4abc4f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ulist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
index 1372490..f904502 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ulist-jaccard-inline.adm";
 select element {'ainterests':a.interests,'binterests':b.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.sqlpp
index 788c90f..0a20eb6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.sqlpp
@@ -56,7 +56,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ulist-jaccard.adm";
 select element {'ainterests':a.interests,'binterests':b.interests}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.sqlpp
index d5f0a42..384d857 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
index 9530163..c0bb728 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.sqlpp
@@ -43,7 +43,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm";
 select element {'atitle':a.title,'btitle':b.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard.sqlpp
index 89305c3..90dcaa7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join-noeqjoin/word-jaccard.sqlpp
@@ -53,7 +53,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-jaccard.adm";
 select element {'atitle':a.title,'btitle':b.title}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/issue741.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/issue741.sqlpp
index 5a312b3..1cbb519 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/issue741.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/issue741.sqlpp
@@ -53,7 +53,6 @@
 
 create  index topicIIx  on TweetMessages (referred_topics) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_issue741.adm";
 select element {'tweet':t.tweetid,'similar-tweets':(
         select element t2.tweetid
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
index 8c2869f..59ca3e0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
@@ -65,7 +65,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`message-text`},'similar-tweets':(
         select element {'id':t2.tweetid,'topics':t2.`message-text`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
index 9db0bd7..b188a80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
@@ -65,7 +65,6 @@
 
 create  index topicKeywordIx  on TweetMessages (`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm";
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`referred-topics`},'similar-tweets':(
         select element {'id':t2.tweetid,'topics':t2.`referred-topics`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-contains.sqlpp
index ebec6c0..e377c6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-contains.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       DBLP as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_01.sqlpp
index 04cc151..9405c966 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_02.sqlpp
index a6ade32..dc365d1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_03.sqlpp
index ed8d6b6..2dab5c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_04.sqlpp
index 7a24772..5219dfe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-check_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_04.adm";
 select element {'arec':a,'brec':b,'ed':ed[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-contains.sqlpp
index ec44939..403ff8f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance-contains.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-contains.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_01.sqlpp
index e2b15f4..fb6ee8c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_02.sqlpp
index 950a058..2938c15 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_03.sqlpp
index dc8ca3c..e78ee21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_04.sqlpp
index 0284ff4..2ed811b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-edit-distance_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 select element {'arec':a,'brec':b,'ed':ed}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
index 2021605..1d88e47 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on CSX (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
index 89f1354..5008ab0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
index d900a72..54b990f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_03.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
index 7c08462..d315e0c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
index aac9ca7..5f8e680 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
index d3bcd49..e1bea4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_01.sqlpp
index 60a1d7e..0006302 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_01.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_02.sqlpp
index 460f1cc..2b8f67a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_03.sqlpp
index 5e180f2..cd068f1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_04.sqlpp
index 2b9aa31..75f6752 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard-check_04.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_01.sqlpp
index 0057551..d910f38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_01.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_02.sqlpp
index a2dc8f2..5ae5989 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_02.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index  on CSX (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_03.sqlpp
index fbc230c..05a1168 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_04.sqlpp
index 5265874..3621c9b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ngram-jaccard_04.sqlpp
@@ -44,7 +44,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_01.sqlpp
index c14501c..8e7faa7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_02.sqlpp
index f7e6047..e92fe44 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_03.sqlpp
index 6435990..ff406ee 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_04.sqlpp
index 9f14368..8a0f634 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_04.adm";
 select element {'arec':a,'brec':b,'ed':ed[1]}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_01.sqlpp
index 719314e..cbdb644 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_02.sqlpp
index 5ebb518..1638aeb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_03.sqlpp
index ac7e6ba..938175a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_04.sqlpp
index 0655746..b710479 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-edit-distance_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_04.adm";
 select element {'arec':a,'brec':b,'ed':ed}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
index cecfbc9..1df1c4b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
index cd3d74f..4cd32e1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
index a184602..e247926 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
index 39dde72..7931ecd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
index c1f3af7..428c2fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
index 573f5e2..53a3d7a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_01.sqlpp
index b67a1af..432ea71 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_02.sqlpp
index c9cbd1c..80e6ebc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_03.sqlpp
index 6364474..a3c0a21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_04.sqlpp
index bd84396..c39c1fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_01.sqlpp
index deaecd7..a1f0de0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_02.sqlpp
index b6bea6a..c191e8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_03.sqlpp
index 3359746..fc5674b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_04.sqlpp
index 941d506..9cc33c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/olist-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
index 2b42131..9ea5036 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
index 5c46ddc..f5bea00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
index b874be2..fbcbcbe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_01.sqlpp
index 66ac460..46df9f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_02.sqlpp
index 2a771e3..84df9e5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_03.sqlpp
index 8d71bb6..41ced1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_04.sqlpp
index 476db19..48c0b1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_01.sqlpp
index a2fd26d..ab234de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_01.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_02.sqlpp
index 287ef06..2b0060b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_02.sqlpp
@@ -55,7 +55,6 @@
 
 create  index interests_index  on Customers2 (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_03.sqlpp
index bc7b1cd..5dd7713 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_03.sqlpp
@@ -53,7 +53,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_04.sqlpp
index 77c26cf..44a85c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/ulist-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index interests_index  on Customers (interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
index 33e781d..49c9f5f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
index e2158e1..90db3fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
index c6c38b7..ca20a6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
index 50d2442..f302a64 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
@@ -62,7 +62,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm";
 select element {'t1':t1.tweetid,'t2':t2.tweetid,'sim':sim[1]}
 from  TweetMessages as t1,
       TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_01.sqlpp
index 79d4834..53f65ca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_02.sqlpp
index 0c2890a..8ddaf3b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_03.sqlpp
index fdf6235..4af5645 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_04.sqlpp
index 8eb16d7..976b694 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard-check_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_01.sqlpp
index 50e657a..b4f3482 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_02.sqlpp
index b943eec..9a0043c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index  on CSX (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_03.sqlpp
index 37a119b..e258370 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_04.sqlpp
index 584522a..b1ecd72 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/inverted-index-join/word-jaccard_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_01.sqlpp
index 9b5e045..9369e03 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_01.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/join-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_02.sqlpp
index 9c188bc..0f1d095 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/join-super-key_02.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/join-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/limit-issue353.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/limit-issue353.sqlpp
index 86ce33b..b51a642 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/limit-issue353.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/limit-issue353.sqlpp
@@ -51,7 +51,6 @@
 
 create  dataset LineItem(LineItemType) primary key l_orderkey,l_linenumber;
 
-write output to asterix_nc1:"/tmp/push_limit.adm";
 select element {'l_returnflag':l.l_returnflag,'l_linestatus':l.l_linestatus,'l_shipmode':l.l_shipmode}
 from  LineItem as l
 limit 2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_01.sqlpp
index 3fe8de3..2c8935d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_01.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/loj-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_02.sqlpp
index d6254ab..7a793bb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/loj-super-key_02.sqlpp
@@ -88,7 +88,6 @@
     asterix_nc1,
     asterix_nc2
 ;
-write output to asterix_nc1:"/tmp/loj-super-key_01.adm";
 create  dataset LineItems(LineItemType) primary key l_partkey,l_linenumber WITH {"node-group":{"name":"group1"}};
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
index b6d1a58..45806da 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
index c92304a..33dcb95 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.sqlpp
index 4e864f4..0990f04 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.sqlpp
index bf04345..9ffdfbe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.sqlpp
index c3c074a..23fdd55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
index 79a5709..9c1e97e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
index 824f076..1ff1e36 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
index eff456b..7d71424 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
index 726b78e..c2a3b8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_04.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
index 2841b8d..fe43b54 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_05.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
index dc9beef..18bf472 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.sqlpp
@@ -42,7 +42,6 @@
 
 create  dataset Names(Name) primary key nested.fname,nested.lname;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-composite-key-prefix-prefix-join_06.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.sqlpp
index 5d3c7ab..98b222b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.sqlpp
@@ -75,7 +75,6 @@
 
 create  dataset Orders(OrderType) primary key nested.oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join-multipred.adm";
 select element {'customer':c.nested,'order':o.nested}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.sqlpp
index 427eaef..d69cf9e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join-neg_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_01.sqlpp
index 5969055..3587023 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_02.sqlpp
index 8bc2165..5711557 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_02.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_02.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_03.sqlpp
index 3c73233..2e5db99 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_03.sqlpp
@@ -73,7 +73,6 @@
 
 create  dataset Orders(OrderType) primary key nested.oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_04.adm";
 select element {'customer':c.nested,'order':o.nested}
 from  Customers as c,
       Orders as o
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_04.sqlpp
index 67e874c..3f764da 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_04.sqlpp
@@ -73,7 +73,6 @@
 
 create  dataset Orders(OrderType) primary key nested.oid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_05.adm";
 select element {'customer':c.nested,'order':o.nested}
 from  Orders as o,
       Customers as c
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_05.sqlpp
index 32be61e..623d272 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-equi-join_05.sqlpp
@@ -56,7 +56,6 @@
 
 create  dataset Customers(CustomerType) primary key nested.cid;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-equi-join_06.adm";
 select element {'customer1':c1.nested,'customer2':c2.nested}
 from  Customers as c1,
       Customers as c2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-ge-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-ge-join_01.sqlpp
index 4e13cc4..a49b704 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-ge-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-ge-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-ge-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-gt-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-gt-join_01.sqlpp
index c006a0d..f1c8479 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-gt-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-gt-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-gt-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-le-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-le-join_01.sqlpp
index c36ed5b..b0be2bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-le-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-le-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-le-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-lt-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-lt-join_01.sqlpp
index cb4241d..60850d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-lt-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/primary-lt-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  dataset test1.DsTwo(TestType) primary key nested.key1;
 
-write output to asterix_nc1:"rttest/btree-index-join_primary-lt-join_01.adm";
 select element x
 from  test1.DsOne as x,
       test1.DsTwo as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
index 3bbf0e0..011455b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
@@ -77,7 +77,6 @@
 
 create  index fbmIdxAutId  if not exists  on FacebookMessages (nested.`author-id-copy`) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multiindex.adm";
 select element {'fbu-ID':user.nested.id,'fbm-auth-ID':message.nested.`author-id`,'uname':user.nested.name,'message':message.nested.message}
 from  FacebookUsers as user,
       FacebookMessages as message
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.sqlpp
index 2c0a77f..7654857 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.sqlpp
@@ -65,7 +65,6 @@
 
 create  index title_index  on DBLP (nested.title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multipred.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.sqlpp
index 67c5afb..8ee3b91 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.sqlpp
@@ -63,7 +63,6 @@
 
 create  index title_index  on DBLP (nested.title) type btree;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-01.sqlpp
index af9ce63..9b88e9a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-01.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-01.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-02.sqlpp
index c653731..02592dd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-02.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-02.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-03.sqlpp
index 689b3d7..93b02b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-03.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-03.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-04.sqlpp
index 56b6f37..f3655e5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-04.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-04.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-05.sqlpp
index 1223043..99057a2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-05.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-05.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-06.sqlpp
index d530d0e..c1e0b66 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-06.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-06.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-07.sqlpp
index deee36b..f18816c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-07.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-07.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-08.sqlpp
index 0c21eaa..fa34725 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-08.sqlpp
@@ -28,7 +28,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-08.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-09.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-09.sqlpp
index f343db9..8d050eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-09.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-09.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-09.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-10.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-10.sqlpp
index dedde55..736ad3f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-10.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-10.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-10.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-11.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-11.sqlpp
index 2efc179..c538f27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-11.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-11.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-11.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-12.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-12.sqlpp
index 8f61a7f..41c1862 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-12.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-12.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-12.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-13.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-13.sqlpp
index 85c6606..128d38a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-13.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-13.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-13.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-14.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-14.sqlpp
index 8662c7b..95245fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-14.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-14.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-14.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-15.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-15.sqlpp
index 4222b7f..f1f789e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-15.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-15.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-15.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-16.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-16.sqlpp
index 63a6221..4795793 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-16.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-16.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-16.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-17.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-17.sqlpp
index e41e972..56b9e31 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-17.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-17.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-17.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-18.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-18.sqlpp
index 33bd030..892ae38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-18.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-18.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-18.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-19.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-19.sqlpp
index 886da30..2ba2414 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-19.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-19.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-19.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-20.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-20.sqlpp
index 88f8290..813a892 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-20.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-20.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-20.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-21.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-21.sqlpp
index 818f373..5103c71 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-21.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-21.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-21.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-22.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-22.sqlpp
index cbbf38c..73fe94e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-22.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-22.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-22.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-23.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-23.sqlpp
index 3312363..0585602 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-23.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-23.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-23.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-24.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-24.sqlpp
index 4617096..204d9ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-24.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-24.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-24.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-25.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-25.sqlpp
index e1ce9bc..bfc0e55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-25.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-25.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-25.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-26.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-26.sqlpp
index 34f7225..84323d9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-26.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-26.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-26.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-27.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-27.sqlpp
index a5daa7f..111ea2e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-27.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-27.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-27.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-28.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-28.sqlpp
index 426fb73..be135a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-28.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-28.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-28.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-29.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-29.sqlpp
index 7792ede..ce9f6b8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-29.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-29.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-29.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-30.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-30.sqlpp
index 0328442..a35503a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-30.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-30.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-30.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-31.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-31.sqlpp
index 116e519..5486255 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-31.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-31.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-31.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-32.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-32.sqlpp
index 9bb3e6e..eeef81f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-32.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-primary-32.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-32.adm";
 create type test.TestTypetmp as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-33.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-33.sqlpp
index 062adc8..052aca7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-33.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-33.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-31.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-34.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-34.sqlpp
index 28f3f58..7c13e7a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-34.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-34.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-32.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-35.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-35.sqlpp
index b66df57..41fd2dc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-35.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-35.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-33.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-36.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-36.sqlpp
index 7c1a0be..0f014d7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-36.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-36.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-34.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-37.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-37.sqlpp
index 7d8eb2c..ee9dcb3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-37.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-37.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-35.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-38.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-38.sqlpp
index fe8b51c..aa8018f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-38.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-38.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-36.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-39.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-39.sqlpp
index 6967efb..afb05c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-39.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-39.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-37.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-40.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-40.sqlpp
index d27d758..e6d7e96 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-40.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-40.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-38.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-41.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-41.sqlpp
index 60b47c4..a4ad3e2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-41.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-41.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-39.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-42.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-42.sqlpp
index 6746e1e..7379a27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-42.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-42.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-40.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-43.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-43.sqlpp
index cd5fbd0..85a6120 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-43.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-43.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-41.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-44.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-44.sqlpp
index 795a72a..f884a8f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-44.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-44.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-42.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-45.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-45.sqlpp
index 3df1d41..30b58a1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-45.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-45.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-43.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-46.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-46.sqlpp
index 1c1e684..6f2f293 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-46.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-46.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-44.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-47.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-47.sqlpp
index 31d2013..fd4594e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-47.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-47.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-45.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-48.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-48.sqlpp
index 474a719..cc350dc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-48.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-48.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-46.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-49.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-49.sqlpp
index bfc1ea5..bcc3ca5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-49.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-49.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-47.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-50.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-50.sqlpp
index 6c4b63e..19977ba 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-50.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-50.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-48.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-51.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-51.sqlpp
index bc9fdaf..981eee7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-51.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-51.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-52.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-52.sqlpp
index 9f3682c..c56ec91 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-52.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-52.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-50.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-53.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-53.sqlpp
index 3b35ddf..1f38513 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-53.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-53.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-51.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-54.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-54.sqlpp
index 9ada29c..3744812 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-54.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-54.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-52.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-55.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-55.sqlpp
index a29b0a7..bda6187 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-55.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-55.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-53.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-56.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-56.sqlpp
index 7592325..650c9df 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-56.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-56.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-54.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-57.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-57.sqlpp
index 61ad846..c4f7813 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-57.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-57.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-55.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-58.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-58.sqlpp
index f527712..6d99073 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-58.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-58.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-56.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-59.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-59.sqlpp
index 01bd660..a93dd6d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-59.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-59.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-60.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-60.sqlpp
index 85e778e..6530e22 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-60.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-60.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-58.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-61.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-61.sqlpp
index dfe6a06..5540edf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-61.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-61.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-61.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-62.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-62.sqlpp
index baf2887..3df7a21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-62.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-62.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-62.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-63.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-63.sqlpp
index 405a8ae..3548f60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-63.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/btree-index/btree-secondary-63.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-63.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.sqlpp
index 0062d60..6a08d03 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Mu')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains.sqlpp
index ba8cc73..4c9b543 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-contains.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
index 4b2abe6..32278d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
index 1bf50d0..e950b67 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check.adm";
 select element o
 from  DBLP as o
 where test.`edit-distance-check`(o.nested.authors,'Amihay Motro',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
index df59b6f..582d5bb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-panic.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.nested.authors,'Amihay Motro') <= 5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.sqlpp
index 8649d19..c3446fd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.nested.authors,'Amihay Motro') <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
index 5898c33..e44a879 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
index b72c853..fc010d7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.sqlpp
index 08b09e6..f2d8d8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.sqlpp
index fa1a246..495c367 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false)) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
index 81e7ae9..0890f5a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check-panic.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.nested.interests,['computers','wine','walking'],3)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.sqlpp
index 8c113d1..79c8f85 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-check.adm";
 select element c
 from  Customers as c
 where test.`edit-distance-check`(c.nested.interests,['computers','wine','walking'],1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.sqlpp
index 74d2796..9ef7f89 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance-panic.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.nested.interests,['computers','wine','walking']) <= 3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.sqlpp
index 2103dc6..0891786 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-edit-distance.adm";
 select element c
 from  Customers as c
 where (test.`edit-distance`(c.nested.interests,['computers','wine','walking']) <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
index 53fe1ab..9d1e3b8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.sqlpp
@@ -58,7 +58,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
index fb4b646..a1231b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.sqlpp
@@ -58,7 +58,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.sqlpp
index 6d7e181..b021499 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.sqlpp
@@ -58,7 +58,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard-check.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.nested.interests,['databases','computers','wine'],0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard.sqlpp
index e148b25..85c12ff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/olist-jaccard.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_olist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.nested.interests,['databases','computers','wine']) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
index 507ae3d..b9bab67 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.sqlpp
index f4eb512..67ad2a5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where test.`similarity-jaccard-check`(c.nested.interests,{{'computers','wine','databases'}},0.700000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.sqlpp
index fa54a39..4dcace1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ulist-jaccard.adm";
 select element c
 from  Customers as c
 where (test.`similarity-jaccard`(c.nested.interests,{{'computers','databases','wine'}}) >= 0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-contains.sqlpp
index 09b06b2..8a87042 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-contains.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
index 9d5fa37..8f6e938 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.sqlpp
index 8296b81..7ae7ddd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard.sqlpp
index 24db418..65d55a6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-basic/word-jaccard.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
index 25b6fca..8e71116 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  eda as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',3),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
index 39c1276..cebcaa9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  edb as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
index b610925..5cc273e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
index 3a30c4f..0b087ea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
index 2adcbb3..64b81af 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm";
 select element {'id':paper.nested.id,'title':paper.nested.title}
 from  DBLP as paper
 where test.`edit-distance-check`(test.substring(paper.nested.title,0,8),'datbase',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
index 16b4f91..f135468 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm";
 select element {'id':paper.nested.id,'title':paper.nested.title}
 from  DBLP as paper,
       test.`word-tokens`(paper.nested.title) as word
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
index e1f79cb..7d3e74a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
@@ -49,7 +49,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
index db62898..75f472d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
@@ -49,7 +49,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`gram-tokens`(paper.nested.title,3,false),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
index fe78dbf..0cae971 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.sqlpp
@@ -61,7 +61,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.nested.interests,['computers','wine','walking'],3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.sqlpp
index 965d567..84ad4b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.sqlpp
@@ -61,7 +61,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-edit-distance-check-let.adm";
 select element c
 from  Customers as c
 with  ed as test.`edit-distance-check`(c.nested.interests,['computers','wine','walking'],1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.sqlpp
index fe3f716..1a1754c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.sqlpp
@@ -59,7 +59,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_olist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.nested.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.sqlpp
index af0beed..4399307 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.sqlpp
@@ -61,7 +61,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ulist-jaccard-check-let.adm";
 select element c
 from  Customers as c
 with  jacc as test.`similarity-jaccard-check`(c.nested.interests,['databases','computers','wine'],0.700000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.sqlpp
index 6666dca..1e81fa3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.sqlpp
@@ -47,7 +47,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
index 4bfed40..09e4bfa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
@@ -47,7 +47,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.nested.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
index bd41d46..0d43747 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgNgramIx  on TweetMessages (nested.`message-text`) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 select element {'tweet':{'id':t1.nested.tweetid,'topics':t1.nested.`message-text`},'similar-tweets':(
         select element {'id':t2.nested.tweetid,'topics':t2.nested.`message-text`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
index be025d8..bc0b55c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index topicKeywordIx  on TweetMessages (nested.`referred-topics`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm";
 select element {'tweet':{'id':t1.nested.tweetid,'topics':t1.nested.`referred-topics`},'similar-tweets':(
         select element {'id':t2.nested.tweetid,'topics':t2.nested.`referred-topics`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
index 5a540ce..0ebf194 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
index 0621d0c..414b57a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-contains.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
index 4cf643a..b623f02 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm";
 select element {'aauthors':a.nested.authors,'bauthors':b.nested.authors,'ed':ed}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.sqlpp
index fd7d774..0f1ddfa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index  on DBLP (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
index 4b9264c..dbf43e5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index  on CSX (nested.authors) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
index b81b98c..8be00c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index  on CSX (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
index 17c1b84..c829366 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index  on CSX (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.sqlpp
index 2b5099a..a29b6a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on DBLP (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm";
 select element {'atitle':a.nested.title,'btitle':b.nested.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.sqlpp
index a400a36..73dcb44 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index  on CSX (nested.title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.sqlpp
index bf280e1..0cabb05 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.sqlpp
index 89626aa..f6dd862 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.sqlpp
@@ -62,7 +62,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-edit-distance-inline.adm";
 select element {'ainterests':a.nested.interests,'binterests':b.nested.interests,'ed':ed}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.sqlpp
index d38f25f..338da50 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
index 7942f82..5569e82 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
index a56ef5c..977585f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.sqlpp
index be86585..330ab3d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.sqlpp
index 4131908..973fe6a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.sqlpp
@@ -62,7 +62,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_olist-jaccard-inline.adm";
 select element {'ainterests':a.nested.interests,'binterests':b.nested.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.sqlpp
index c860a4a..c1bd5ff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_olist-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
index 2dffabf..bc97f45 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.7f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.sqlpp
index 2d4c31f..c0f3413 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.sqlpp
index 6676599..ff7e49c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.sqlpp
@@ -62,7 +62,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ulist-jaccard-inline.adm";
 select element {'ainterests':a.nested.interests,'binterests':b.nested.interests,'jacc':jacc}
 from  Customers as a,
       Customers as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.sqlpp
index 45bcd7a..2baa993 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index interests_index  on Customers (nested.interests) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ulist-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  Customers as a,
       Customers2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
index 07402e2..f31bb72 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
index ff005fd..7150ad4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
@@ -67,7 +67,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm";
 select element {'t1':t1.nested.tweetid,'t2':t2.nested.tweetid,'sim':sim[1]}
 from  TweetMessages as t1,
       TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.sqlpp
index 95e9bbb..1237b9c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.sqlpp
index 4fe09b9..cd49a51 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.sqlpp
@@ -48,7 +48,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm";
 select element {'atitle':a.nested.title,'btitle':b.nested.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard_01.sqlpp
index 3b2d0e2..65766ea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/inverted-index-join/word-jaccard_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index  on DBLP (nested.title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
index 1b3582e..0791493 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
@@ -66,7 +66,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.nested.tweetid,'loc2':t2.nested.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
index 6adb262..f584bc2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
@@ -66,7 +66,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.nested.tweetid,'loc2':t2.nested.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.sqlpp
index 75f9de3..4089355 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index rtree_index  on MyData1 (nested.point) type rtree;
 
-write output to asterix_nc1:"rttest/index-join_rtree-spatial-intersect-point.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.sqlpp
index 9d09f48..36b8a6b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index rtree_index  on MyData2 (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.sqlpp
index fa3ff7b..ed703b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.sqlpp
@@ -50,7 +50,6 @@
 
 create  index rtree_index  on MyData (nested.point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_03.adm";
 select element {'a':a,'b':b}
 from  MyData as a,
       MyData as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
index 4e597c4..eac8fc6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
index a153cd0..50acf4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
index c2ca7ce..bfc8888 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
index d7a3be3..a558315 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgCountBIx  on TweetMessages (nested.countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.nested.tweetid,'count1':t1.nested.countA,'t2info':(
         select element {'tweetid2':t2.nested.tweetid,'count2':t2.nested.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.sqlpp
index a7a3c3f..fc2a18b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.sqlpp
index c94fc26..c6d885c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.sqlpp
index 3881d81..f4c663d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
index 61a7672..6b2507e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
index 0d617a2..1853324 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
index 6c1a2a4..fc316a0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
index 8c09b0b..711c722 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_04.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
index 84069b4..2b72b8d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_05.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
index 4822293..89b5fca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
@@ -43,7 +43,6 @@
 
 create  index Name_idx  on Names (nested.fname:string?,lnested.name:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_06.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
index cfb465a..7143bce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.sqlpp
@@ -76,7 +76,6 @@
 
 create  index fbmIdxAutId  if not exists  on FacebookMessages (nested.`author-id-copy`:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multiindex.adm";
 select element {'fbu-ID':user.nested.id,'fbm-auth-ID':message.nested.`author-id`,'uname':user.nested.name,'message':message.nested.message}
 from  FacebookUsers as user,
       FacebookMessages as message
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.sqlpp
index 92599bb2..ab57e60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.sqlpp
@@ -64,7 +64,6 @@
 
 create  index title_index  on DBLP (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multipred.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.sqlpp
index 6b207c5..6325285 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.sqlpp
@@ -62,7 +62,6 @@
 
 create  index title_index  on DBLP (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.sqlpp
index fc67495..e9ee6bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.sqlpp
@@ -62,7 +62,6 @@
 
 create  index title_index  on CSX (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.sqlpp
index c8b0dfd..478652b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.sqlpp
@@ -63,7 +63,6 @@
 
 create  index title_index_CSX  on CSX (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.sqlpp
index c68c001..35ade41 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.sqlpp
@@ -46,7 +46,6 @@
 
 create  index title_index  on DBLP (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_04.adm";
 select element {'arec':a,'arec2':a2}
 from  DBLP as a,
       DBLP as a2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.sqlpp
index 38ff226..7c02036 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.sqlpp
@@ -61,7 +61,6 @@
 
 create  index title_index  on DBLP (nested.title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_05.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-33.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-33.sqlpp
index 5eedf99..f498287 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-33.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-33.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-39.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-34.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-34.sqlpp
index dafd317..d9f284c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-34.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-34.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-32.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-35.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-35.sqlpp
index 236d8a4..be4fa88 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-35.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-35.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-33.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-36.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-36.sqlpp
index 44a582b..44b1d4c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-36.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-36.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-34.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-37.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-37.sqlpp
index 361af5f..31a5dc4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-37.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-37.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-35.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-38.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-38.sqlpp
index a7cf700..0855c99 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-38.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-38.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-36.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-39.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-39.sqlpp
index ed1bbcc..43ad20d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-39.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-39.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-37.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-40.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-40.sqlpp
index 8f4bab2..510f58a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-40.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-40.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-38.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-41.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-41.sqlpp
index 0d54ffc..cc12129 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-41.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-41.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-39.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-42.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-42.sqlpp
index f412a96..c430a70 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-42.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-42.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-40.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-43.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-43.sqlpp
index 5872426..a968f4c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-43.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-43.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-41.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-44.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-44.sqlpp
index f7a4e51..d521fd3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-44.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-44.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-42.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-45.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-45.sqlpp
index e5eeb29..bbc2c42 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-45.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-45.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-43.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-46.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-46.sqlpp
index bf04ce0..ae355b9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-46.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-46.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-44.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-47.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-47.sqlpp
index b2b23a1..b63f7a6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-47.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-47.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-45.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-48.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-48.sqlpp
index a3689e3..0f672c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-48.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-48.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-46.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-49.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-49.sqlpp
index f5d7566..b1cdd72 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-49.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-49.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-47.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-50.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-50.sqlpp
index 171229e..ab7fc9c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-50.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-50.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-48.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-51.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-51.sqlpp
index 6c8d7ba..1d2466d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-51.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-51.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-52.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-52.sqlpp
index 68c46aa..6964cce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-52.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-52.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-50.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-53.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-53.sqlpp
index 91b932e..f20fbe7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-53.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-53.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-51.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-54.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-54.sqlpp
index 7b4ed5c..36e4eaf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-54.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-54.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-52.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-55.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-55.sqlpp
index a7a9ffa..fca97d9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-55.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-55.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-53.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-56.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-56.sqlpp
index bbb3b01..6757ab1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-56.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-56.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-54.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-57.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-57.sqlpp
index 4188230..370ddb4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-57.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-57.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-55.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-58.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-58.sqlpp
index d0d619f..55a27d0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-58.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-58.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-56.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-59.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-59.sqlpp
index b454d71..00ebe46 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-59.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-59.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-60.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-60.sqlpp
index 62ed07e..ff60e34 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-60.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-60.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-58.adm";
 create type test.TestTypetmp as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-61.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-61.sqlpp
index c4bb152..c44881a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-61.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-61.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-59.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-62.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-62.sqlpp
index 198d361..5182551 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-62.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-62.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-62.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-63.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-63.sqlpp
index 85ff1d4..90c59b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-63.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/btree-index/btree-secondary-63.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-63.adm";
 create type test.TestTypetmp as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.sqlpp
index 1d4e565..b1bc1db 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Mu')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.sqlpp
index ed08291..893bde7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
index 9377ea0..0b4c524 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
index e30ff08..ce64f37c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check.adm";
 select element o
 from  DBLP as o
 where test.`edit-distance-check`(o.nested.authors,'Amihay Motro',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
index 55959f2..e867bb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-panic.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.nested.authors,'Amihay Motro') <= 5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.sqlpp
index 8c23d24..157e180 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.nested.authors,'Amihay Motro') <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
index 192ef74..1eb4740 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
index d6cfd59..feb3a06 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.sqlpp
index cbda7b4..d4325fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.sqlpp
index be07ae2..7fd412a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false)) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-contains.sqlpp
index 4a71613..c7db007 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-contains.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.nested.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
index 1170592..966409b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.sqlpp
index 5bfb33d..8b94bbc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.sqlpp
index e95a48d..0672d08 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
index 8771118..36c5c22 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  eda as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',3),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
index 8bc92fe..f2de983 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  edb as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
index 7ce9153..8b9fd34 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
index 05eca1e..6348faa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.nested.authors,'Amihay Motro',1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
index d202b43..1a92c02 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm";
 select element {'id':paper.nested.id,'title':paper.nested.title}
 from  DBLP as paper
 where test.`edit-distance-check`(test.substring(paper.nested.title,0,8),'datbase',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
index c37ebfd..f3ce375 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
@@ -46,7 +46,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm";
 select element {'id':paper.nested.id,'title':paper.nested.title}
 from  DBLP as paper,
       test.`word-tokens`(paper.nested.title) as word
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
index 5ff344c..fe11859 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`gram-tokens`(o.nested.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
index 964dfc0..b14fd32 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
@@ -48,7 +48,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`gram-tokens`(paper.nested.title,3,false),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.sqlpp
index 19dd76d..dbdc744 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`word-tokens`(o.nested.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
index 0a0abb2..2eb208a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
@@ -46,7 +46,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.nested.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
index 70e727e..ea14539 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
@@ -59,7 +59,6 @@
 
 create  index msgNgramIx  on TweetMessages (nested.`message-text`:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 select element {'tweet':{'id':t1.nested.tweetid,'topics':t1.nested.`message-text`},'similar-tweets':(
         select element {'id':t2.nested.tweetid,'topics':t2.nested.`message-text`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.sqlpp
index cae1003..3baa6e9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-01.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       CSX as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.sqlpp
index 9d87160..639b83e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-02.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  CSX as o1,
       DBLP as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.sqlpp
index a489041..63ed521 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-03.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       DBLP as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.sqlpp
index 2bc986c..2fe8d55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-04.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       CSX as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
index f4074f2..8078430 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.sqlpp
index 9f3f5c5..88adb82 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.sqlpp
index 0fbc905..9f286b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.sqlpp
index 87ece5a..0a7b2c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.sqlpp
index c8add3e..31fad88 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.sqlpp
@@ -60,7 +60,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
index 6bf1c72..aae0e7b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-contains.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
index 0b7f72f..f20d4cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm";
 select element {'aauthors':a.nested.authors,'bauthors':b.nested.authors,'ed':ed}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.sqlpp
index 661e010..1dcb68f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.sqlpp
index 3c4e9fe..c65c9b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.sqlpp
index e4d138e..559b196 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.sqlpp
index 08d9808..390dad2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.sqlpp
index 19132a1..1b1a7da 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.sqlpp
@@ -60,7 +60,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
index a6f12a1..df40454 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
index 5326185..65bb72b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index ngram_index  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
index a2af936..3913e67 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index ngram_index  on DBLP (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
index 68c4619..05d2d54 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
index d8d417b..31b2bdf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
@@ -60,7 +60,6 @@
 
 create  index ngram_index  on CSX (nested.authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
index 51da2ab..6dcf890 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
index efe0ae7..b7b1b6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
index ccec588..9b18ee2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
index 379b7eb..25cd22d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
index f1d7467..8f3ae2c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.sqlpp
index 6a3ade7..7548a66 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.sqlpp
index cb5c545..07000ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.sqlpp
index 204f77e..aed22d7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.sqlpp
index 288be03..932e7db 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.sqlpp
@@ -49,7 +49,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm";
 select element {'atitle':a.nested.title,'btitle':b.nested.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.sqlpp
index dc85897..4a6d5c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.sqlpp
index 2360a60..8aa597b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.sqlpp
@@ -63,7 +63,6 @@
 
 create  index ngram_index  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.sqlpp
index c65fe7f..c151500 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.sqlpp
@@ -47,7 +47,6 @@
 
 create  index ngram_index  on DBLP (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.sqlpp
index bbbcada..6a879bf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.sqlpp
@@ -64,7 +64,6 @@
 
 create  index ngram_index_CSX  on CSX (nested.title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
index dcd9bf9..ad76fde 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
index f469132..a49ed50 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
index f3fbf21..9fc7a07 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
index f63503d..4163035 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index_CSX  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
index 6896d96..16118f9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
@@ -66,7 +66,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm";
 select element {'t1':t1.nested.tweetid,'t2':t2.nested.tweetid,'sim':sim[1]}
 from  TweetMessages as t1,
       TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.sqlpp
index 86aeb19..4f85a12 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.sqlpp
index 2f0c0ae..dcce98d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.sqlpp
index e4974c1..c27e0a9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index_DBLP  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.sqlpp
index c7a5c1a..8488336 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.sqlpp
index bacc15e..e2653a9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.sqlpp
@@ -47,7 +47,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm";
 select element {'atitle':a.nested.title,'btitle':b.nested.title,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.sqlpp
index f9a31b3..1ab49fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.sqlpp
index e696010..a418aa5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index keyword_index  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  CSX as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.sqlpp
index 745949e..ea3502c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index keyword_index  on DBLP (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.sqlpp
index b95c674..bd0d67b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.sqlpp
@@ -62,7 +62,6 @@
 
 create  index keyword_index  on CSX (nested.title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
index 5a91cdc..ef0c806 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
@@ -65,7 +65,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.nested.tweetid,'loc2':t2.nested.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
index 77d9ad0..b8f89b3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
@@ -65,7 +65,6 @@
 
 create  index msgTextIx  on TweetMessages (nested.`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 select element {'tweetid1':t1.nested.tweetid,'loc1':t1.nested.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.nested.tweetid,'loc2':t2.nested.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.sqlpp
index 75f9de3..4089355 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index rtree_index  on MyData1 (nested.point) type rtree;
 
-write output to asterix_nc1:"rttest/index-join_rtree-spatial-intersect-point.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.sqlpp
index 9d09f48..36b8a6b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index rtree_index  on MyData2 (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.sqlpp
index fa3ff7b..ed703b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.sqlpp
@@ -50,7 +50,6 @@
 
 create  index rtree_index  on MyData (nested.point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_03.adm";
 select element {'a':a,'b':b}
 from  MyData as a,
       MyData as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.sqlpp
index 3993450..68cacdf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.sqlpp
@@ -53,7 +53,6 @@
 
 create  index rtree_index2  on MyData2 (nested.point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.sqlpp
index dc9059f..b73a9b1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.sqlpp
@@ -51,7 +51,6 @@
 
 create  index rtree_index  on MyData1 (nested.point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj2.sqlpp
index 001da3f..26d1ee6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj2.sqlpp
@@ -78,7 +78,6 @@
 
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/nested_loj.adm";
 select element {'cust':c,'orders':orders}
 from  Customers as c
 with  orders as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj3.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj3.sqlpp
index 0b460b4..eec8ae8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj3.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/nested_loj3.sqlpp
@@ -89,7 +89,6 @@
 
 create  dataset PartSupp(PartSuppType) primary key ps_partkey,ps_suppkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/nested_loj.adm";
 select element {'cust':c,'orders':orders}
 from  Customers as c
 with  orders as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
index bf9850a..9ee07e8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
index 0a94d56..aac98d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.sqlpp
@@ -55,7 +55,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
index bc517cf..e6f7ab1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
index 0504b30..6897bc3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.sqlpp
@@ -55,7 +55,6 @@
 
 create  index msgCountBIx  on TweetMessages (countB:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'count1':t1.countA,'t2info':(
         select element {'tweetid2':t2.tweetid,'count2':t2.countB}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.sqlpp
index 1c2b803..772048b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.sqlpp
index 7008899..48ebd74 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.sqlpp
index cfb31f7..3ebfbed 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
index f0e8ff2..321081b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_01.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
index 400b7d1..ba675de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_02.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
index 39adc5c..ec8e50b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_03.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
index b403c1a..50a0930 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_04.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
index 22e6c4a..244e3f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_05.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
index 244f583..9e0d121 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.sqlpp
@@ -38,7 +38,6 @@
 
 create  index Name_idx  on Names (fname:string?,lname:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_06.adm";
 select element {'emp1':emp1,'emp2':emp2}
 from  Names as emp1,
       Names as emp2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.sqlpp
index 88b0584..5465df5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.sqlpp
@@ -66,7 +66,6 @@
 
 create  index fbmIdxAutId  if not exists  on FacebookMessages (`author-id-copy`:integer?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multiindex.adm";
 select element {'fbu-ID':user.id,'fbm-auth-ID':message.`author-id`,'uname':user.name,'message':message.message}
 from  FacebookUsers as user,
       FacebookMessages as message
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.sqlpp
index 816815a..c390665 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.sqlpp
@@ -54,7 +54,6 @@
 
 create  index title_index  on DBLP (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join-multipred.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.sqlpp
index 01bf0ab..3d41fec 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.sqlpp
@@ -52,7 +52,6 @@
 
 create  index title_index  on DBLP (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.sqlpp
index 750d100..26e7b43 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.sqlpp
@@ -52,7 +52,6 @@
 
 create  index title_index  on CSX (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.sqlpp
index 3d33222..9c10549 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index title_index  on DBLP (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.sqlpp
index d987e47..e1d86cd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.sqlpp
@@ -53,7 +53,6 @@
 
 create  index title_index  on CSX (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.sqlpp
index c322c44..59d7901 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.sqlpp
@@ -52,7 +52,6 @@
 
 create  index title_index  on DBLP (title:string?) type btree enforced;
 
-write output to asterix_nc1:"rttest/btree-index-join_title-secondary-equi-join_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-33.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-33.sqlpp
index e4f0814..5f48b6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-33.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-33.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-31.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-34.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-34.sqlpp
index bcea4a7..ea91606 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-34.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-34.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-32.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-35.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-35.sqlpp
index 3d4f2d6..cf4176a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-35.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-35.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-33.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-36.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-36.sqlpp
index bebae85..a516608 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-36.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-36.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-34.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-37.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-37.sqlpp
index c67e089..bddc064 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-37.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-37.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-35.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-38.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-38.sqlpp
index 39fb3ae..ca0b20a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-38.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-38.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-36.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-39.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-39.sqlpp
index 357c6a3..9af21a4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-39.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-39.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-37.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-40.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-40.sqlpp
index bdead51..f420a36 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-40.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-40.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-38.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-41.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-41.sqlpp
index 6cb1afe..f2a96b9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-41.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-41.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-39.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-42.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-42.sqlpp
index 1fd309d..5320b7c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-42.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-42.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-40.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-43.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-43.sqlpp
index 6c33486..df3b9c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-43.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-43.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-41.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-44.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-44.sqlpp
index f4e67d2..45d1921 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-44.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-44.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-42.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-45.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-45.sqlpp
index 225dceb..e7a8c42 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-45.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-45.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-43.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-46.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-46.sqlpp
index 61c58de..5b0a630 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-46.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-46.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-44.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-47.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-47.sqlpp
index 623e287..eaae4eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-47.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-47.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-45.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-48.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-48.sqlpp
index df9db9c..cc6cc2d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-48.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-48.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-46.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-49.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-49.sqlpp
index 3726ebb..9a5c4fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-49.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-49.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-47.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-50.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-50.sqlpp
index 21a1e7c..d9f005a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-50.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-50.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-48.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-51.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-51.sqlpp
index ae5ca02..b791833 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-51.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-51.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-52.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-52.sqlpp
index 27c6807..325d782 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-52.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-52.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-50.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-53.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-53.sqlpp
index 8e9aea5..1e53fb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-53.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-53.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-51.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-54.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-54.sqlpp
index 64be60b..3486bfe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-54.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-54.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-52.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-55.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-55.sqlpp
index 6d0f320..530c6d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-55.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-55.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-53.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-56.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-56.sqlpp
index 5ac912b..f1711ed 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-56.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-56.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-54.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-57.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-57.sqlpp
index 2de2f34..6ef1cda 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-57.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-57.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-55.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-58.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-58.sqlpp
index de54406..80f68ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-58.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-58.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-56.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-59.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-59.sqlpp
index 4db7f17..061b685 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-59.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-59.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-60.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-60.sqlpp
index a0d20aa..338f70e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-60.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-60.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-58.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-61.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-61.sqlpp
index ea7e791..da311c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-61.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-61.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-49.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-62.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-62.sqlpp
index 7897e16..2f38237 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-62.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-62.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-62.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-63.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-63.sqlpp
index ae70c61..820e96d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-63.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/btree-index/btree-secondary-63.sqlpp
@@ -30,7 +30,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-63.adm";
 create type test.TestType as
 {
   id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.sqlpp
index 235d076..b9c06f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains-panic.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Mu')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.sqlpp
index d91f0a2..b03a0fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
index d4516ed..676c46f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.sqlpp
index 01183f7..d017060 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-check.adm";
 select element o
 from  DBLP as o
 where test.`edit-distance-check`(o.authors,'Amihay Motro',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.sqlpp
index dbb5814..5a24709 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance-panic.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Amihay Motro') <= 5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.sqlpp
index 4c3ca04..6b27a40 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-edit-distance.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Amihay Motro') <= 1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
index 4da110a..0b450c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
index 7c488d1..71091ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.sqlpp
index 240f372..19d58c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.sqlpp
index 28af41e..1f2b3a3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false)) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-contains.sqlpp
index 2e26b98..9da3921 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-contains.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-contains.adm";
 select element o
 from  DBLP as o
 where test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
index c905a53..93fb036 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.sqlpp
index fd0a151..f1f4acd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard-check.adm";
 select element o
 from  DBLP as o
 where test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.sqlpp
index b3ef666..495bb5d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 where (test.`similarity-jaccard`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
index e569be8..b17d6b1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  eda as test.`edit-distance-check`(o.authors,'Amihay Motro',3),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
index c2402bc..a5deea6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm";
 select element o
 from  DBLP as o
 with  edb as test.`edit-distance-check`(o.authors,'Amihay Motro',5),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
index 30f29e2..a3f3e60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',5)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
index bbb060d..2398b8b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-let.adm";
 select element o
 from  DBLP as o
 with  ed as test.`edit-distance-check`(o.authors,'Amihay Motro',1)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
index 0b6b09c..ea6699d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm";
 select element {'id':paper.id,'title':paper.title}
 from  DBLP as paper
 where test.`edit-distance-check`(test.substring(paper.title,0,8),'datbase',1)[0]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
index dec3c89..50f2bb2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm";
 select element {'id':paper.id,'title':paper.title}
 from  DBLP as paper,
       test.`word-tokens`(paper.title) as word
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.sqlpp
index 8e726f1..2590392 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`gram-tokens`(o.title,3,false),test.`gram-tokens`('Transactions for Cooperative Environments',3,false),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
index 9353af4..b64edcc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`gram-tokens`(paper.title,3,false),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.sqlpp
index 992bf64..5f11c71 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-let.adm";
 select element o
 from  DBLP as o
 with  jacc as test.`similarity-jaccard-check`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'),0.500000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
index 168e1d3..5803200 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-complex_word-jaccard-check-multi-let.adm";
 select element {'Paper':paper_tokens,'Query':query_tokens}
 from  DBLP as paper
 with  paper_tokens as test.`word-tokens`(paper.title),
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
index 34e2503..bfd2e2c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.sqlpp
@@ -54,7 +54,6 @@
 
 create  index msgNgramIx  on TweetMessages (`message-text`:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm";
 select element {'tweet':{'id':t1.tweetid,'topics':t1.`message-text`},'similar-tweets':(
         select element {'id':t2.tweetid,'topics':t2.`message-text`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.sqlpp
index cae1003..3baa6e9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-01.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       CSX as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.sqlpp
index 2ee4da7..c54814d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.sqlpp
@@ -50,7 +50,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-02.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       CSX as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.sqlpp
index a489041..63ed521 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-03.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       DBLP as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.sqlpp
index 2bc986c..2fe8d55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-contains-04.adm";
 select element {'title1':o1.title,'title2':o2.title}
 from  DBLP as o1,
       CSX as o2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.sqlpp
index 48ad150..5990928 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.sqlpp
index c07a2f3..d010dfa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.sqlpp
index 82cff81..72e230d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.sqlpp
index c01b607..5cbffa5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index_CSX  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.sqlpp
index 3d1c52d..8409159 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.sqlpp
index 1c0104c..a0fb769 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-check_04.adm";
 select element {'arec':a,'brec':b,'ed':ed[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.sqlpp
index aabfef6..0c55cb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance-contains.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.sqlpp
index 9d83f4b..d08abb1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.sqlpp
index 0a6952c..d0346f6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.sqlpp
index e2ac1bb..c83953d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.sqlpp
index bcdebcb..4175705 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index_CSX  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.sqlpp
index f4d260c..1ce70c6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.sqlpp
index 800cf0c..08b4838 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
 select element {'arec':a,'brec':b,'ed':ed}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
index c1c1ecb..d4b9759 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
index 1f12373..2d7da8f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
index 92eb730..a6014d6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_03.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
index f370d4f..f9f49f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index ngram_index_CSX  on CSX (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
index 36a0d94..4454616 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.sqlpp
@@ -51,7 +51,6 @@
 
 create  index ngram_index  on DBLP (authors:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `3`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
index ada10dc..368dd19 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
index 597c77e..b1d98f8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
index 74bb1a3..82f104e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
index e7d9c64..2172ab7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.sqlpp
index 611df16..5a3e527 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.sqlpp
index eabf59e..53e43f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.sqlpp
index 0f1ab7d..58abf94 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.sqlpp
index 813e661..c39a4f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.sqlpp
index 8715f04..804afa9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.sqlpp
index bf74a6f..9f7b1ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.sqlpp
index 6b88146..cecc578 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.sqlpp
@@ -53,7 +53,6 @@
 
 create  index ngram_index  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.sqlpp
index bbfc778..5d60a3e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.sqlpp
@@ -42,7 +42,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.sqlpp
index c7b2921..c1c56af 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.sqlpp
@@ -54,7 +54,6 @@
 
 create  index ngram_index_CSX  on CSX (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.sqlpp
index f87cc2b..17836cf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.sqlpp
@@ -43,7 +43,6 @@
 
 create  index ngram_index  on DBLP (title:string?) type ngram (3) enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_ngram-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
index 2965d41..42964bb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
index 1d50ad5..43515f5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_02.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
index 7e4a3b4..b345298 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_03.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
index e7fe3a4..4c7fbbc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index_CSX  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.5f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
index 85f6690..ff26138 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm";
 select element {'t1':t1.tweetid,'t2':t2.tweetid,'sim':sim[1]}
 from  TweetMessages as t1,
       TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.sqlpp
index 7f17dd2..dd7deaa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.sqlpp
index 7b7c77e..aa0df4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.sqlpp
index 2ab7191..7d33066 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.sqlpp
index d18ca91..4415e0f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index_CSX  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.sqlpp
index 591a1fd..0537954 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard-check_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc[1]}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.sqlpp
index f748ecc..b8a492e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.sqlpp
index a0595e7..1e874f9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.sqlpp
@@ -51,7 +51,6 @@
 
 create  index keyword_index  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_02.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.sqlpp
index c00ccd3..683fe68 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_03.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.sqlpp
index 0b72ffb..9202300 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.sqlpp
@@ -52,7 +52,6 @@
 
 create  index keyword_index_CSX  on CSX (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_01.adm";
 select element {'arec':a,'brec':b}
 from  DBLP as a,
       CSX as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.sqlpp
index 61dd4ee..2f37358 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title:string?) type keyword enforced;
 
-write output to asterix_nc1:"rttest/inverted-index-join_word-jaccard_04.adm";
 select element {'arec':a,'brec':b,'jacc':jacc}
 from  DBLP as a,
       DBLP as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
index 944d04e..61af23b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.tweetid,'loc2':t2.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
index fdde3eb..f071424 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
@@ -60,7 +60,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.tweetid,'loc2':t2.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.sqlpp
index 79af4c2..710e48f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.sqlpp
@@ -58,7 +58,6 @@
 
 create  index rtree_index  on MyData1 (point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/index-join_rtree-spatial-intersect-point.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.sqlpp
index b41932d..a6b86d6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.sqlpp
@@ -58,7 +58,6 @@
 
 create  index rtree_index  on MyData2 (point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.sqlpp
index 634b355..9d3e455 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.sqlpp
@@ -44,7 +44,6 @@
 
 create  index rtree_index  on MyData (point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_03.adm";
 select element {'a':a,'b':b}
 from  MyData as a,
       MyData as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.sqlpp
index 90da1f8..89882f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.sqlpp
@@ -48,7 +48,6 @@
 
 create  index rtree_index2  on MyData2 (point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.sqlpp
index 22b4f78..f7c1ab4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.sqlpp
@@ -46,7 +46,6 @@
 
 create  index rtree_index  on MyData1 (point:point?) type rtree enforced;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orderby-desc-using-gby.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orderby-desc-using-gby.sqlpp
index 6d349c0..d10934d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orderby-desc-using-gby.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orderby-desc-using-gby.sqlpp
@@ -49,7 +49,6 @@
 ;
 create  dataset Customers(CustomerType) primary key cid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/gby-using-orderby-desc.adm";
 select element {'name':name,'age':age}
 from  Customers as c
 group by c.name as name, c.age as age
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-aggreg.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-aggreg.sqlpp
index fd54dcb..1566ad8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-aggreg.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-aggreg.sqlpp
@@ -39,7 +39,6 @@
 ;
 create  dataset Orders(OrderType) primary key oid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/orders-aggreg.adm";
 select element {'cid':cid,'ordpercust':`orders-aggreg`.strict_count(g),'totalcust':`orders-aggreg`.strict_sum((
         select element i.o.total
         from  g as i
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-composite-index-search.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-composite-index-search.sqlpp
index 5d67268..50a1e51 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-composite-index-search.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-composite-index-search.sqlpp
@@ -40,7 +40,6 @@
 
 create  index idx_Custkey_Orderstatus  on Orders (o_custkey,o_orderstatus) type btree;
 
-write output to asterix_nc1:"/tmp/index_search.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_orderstatus':o.o_orderstatus}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_orderstatus = 'P'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_01.sqlpp
index b010a1f..6318ba9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_01.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_02.sqlpp
index deb8b4c..10f2183 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive-open_02.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_01.sqlpp
index 5243efd..44f965d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_01.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_02.sqlpp
index fa77884..e7daca8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-conjunctive_02.sqlpp
@@ -46,7 +46,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search-conjunctive.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey,'o_totalprice':o.o_totalprice}
 from  Orders as o
 where ((o.o_custkey = 40) and (o.o_totalprice > 150000.0))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-open.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-open.sqlpp
index 366d4b4..5c8d744 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-open.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search-open.sqlpp
@@ -44,7 +44,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where (o.o_custkey = 40)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search.sqlpp
index b7d0368..3021c33 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/orders-index-search.sqlpp
@@ -44,7 +44,6 @@
 
 create  index idx_Orders_Custkey  on Orders (o_custkey) type btree;
 
-write output to asterix_nc1:"/tmp/index_search.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where (o.o_custkey = 40)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search-open.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search-open.sqlpp
index 294cc85..ebeddae 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search-open.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search-open.sqlpp
@@ -42,7 +42,6 @@
 ;
 create  dataset Orders(OrderType) primary key o_orderkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/prim_index_search.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where (o.o_orderkey = 34)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search.sqlpp
index 4663c89..44fa5fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/prim-idx-search.sqlpp
@@ -42,7 +42,6 @@
 ;
 create  dataset Orders(OrderType) primary key o_orderkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/prim_index_search.adm";
 select element {'o_orderkey':o.o_orderkey,'o_custkey':o.o_custkey}
 from  Orders as o
 where (o.o_orderkey = 34)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/pull_select_above_eq_join.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/pull_select_above_eq_join.sqlpp
index b03b85b..e1ef5be 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/pull_select_above_eq_join.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/pull_select_above_eq_join.sqlpp
@@ -47,7 +47,6 @@
 
 create  dataset Visitors(VisitorType) primary key vid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/pull-select-above-eq-join.adm";
 select element {'uid':user.uid,'vid':visitor.vid}
 from  Users as user,
       Visitors as visitor
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push-project-through-group.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push-project-through-group.sqlpp
index 7807359..ae9f845 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push-project-through-group.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push-project-through-group.sqlpp
@@ -38,7 +38,6 @@
 ;
 create  dataset DBLP(DBLPType) primary key id WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/fuzzyjoin_080.adm";
 select element {'id':paperDBLP.id,'matches':matches}
 from  DBLP as paperDBLP
 with  matches as (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push_limit.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push_limit.sqlpp
index 168c659..8fcc53b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push_limit.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/push_limit.sqlpp
@@ -42,7 +42,6 @@
 ;
 create  dataset Orders(OrderType) primary key o_orderkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/push_limit.adm";
 select element {'price':o.o_totalprice,'date':o.o_orderdate}
 from  Orders as o
 where (o.o_totalprice > 100)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q01_pricing_summary_report_nt.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q01_pricing_summary_report_nt.sqlpp
index db8d8cd..37e3837 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q01_pricing_summary_report_nt.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q01_pricing_summary_report_nt.sqlpp
@@ -47,7 +47,6 @@
 
 load  dataset LineItem using localfs ((`path`=`asterix_nc1://data/tpch0.001/lineitem.tbl`),(`format`=`delimited-text`),(`delimiter`=`|`)) pre-sorted;
 
-write output to asterix_nc1:"rttest/tpch_q1_pricing_summary_report_nt.adm";
 select element {'l_returnflag':l_returnflag,'l_linestatus':l_linestatus,'sum_qty':tpch.strict_sum((
         select element i.l.l_quantity
         from  g as i
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q03_shipping_priority.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q03_shipping_priority.sqlpp
index 90e7a13..14049ad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q03_shipping_priority.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q03_shipping_priority.sqlpp
@@ -78,7 +78,6 @@
 
 create  dataset Customers(CustomerType) primary key c_custkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/q3_shipping_priority.adm";
 select element {'l_orderkey':l_orderkey,'revenue':revenue,'o_orderdate':o_orderdate,'o_shippriority':o_shippriority}
 from  Customers as c,
       Orders as o,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q05_local_supplier_volume.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q05_local_supplier_volume.sqlpp
index 70288b2..0edf911 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q05_local_supplier_volume.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q05_local_supplier_volume.sqlpp
@@ -110,7 +110,6 @@
 
 create  dataset Regions(RegionType) primary key r_regionkey WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/q5_local_supplier.adm";
 select element {'n_name':n_name,'revenue':revenue}
 from  Customers as c,
       (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q1.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q1.sqlpp
index 791f0b9..94c2a6d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q1.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q1.sqlpp
@@ -51,7 +51,6 @@
 ;
 create  dataset User(UserType) primary key name WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/q1.adm";
 select element {'name':user.name}
 from  User as user
 where some i in user.interests satisfies (i = 'movies')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q2.sqlpp
index f2413ef..f87f884 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/q2.sqlpp
@@ -56,7 +56,6 @@
 ;
 create  dataset Event(EventType) primary key name WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/q2.adm";
 select element {'sig_name':sig_name,'total_count':sig_sponsorship_count,'chapter_breakdown':by_chapter}
 from  Event as event,
       event.sponsoring_sigs as sponsor
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/record_access.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/record_access.sqlpp
index b48dd57..5e321f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/record_access.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/record_access.sqlpp
@@ -23,5 +23,4 @@
 use test;
 
 
-write output to asterix_nc1:"/tmp/rec_access.adm";
 {'a':2}.a;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/issue730.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/issue730.sqlpp
index 0966369..77ac587 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/issue730.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/issue730.sqlpp
@@ -53,7 +53,6 @@
 
 create  index twmSndLocIx  on TweetMessages (sender_location) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_issue730.adm";
 select element {'message':t1.tweetid,'nearby-message':(
         select element t2.tweetid
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
index 66d3762..898e289 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm";
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.tweetid,'loc2':t2.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
index a30f22c..cc0f899 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.sqlpp
@@ -61,7 +61,6 @@
 
 create  index msgTextIx  on TweetMessages (`message-text`) type keyword;
 
-write output to asterix_nc1:"rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm";
 select element {'tweetid1':t1.tweetid,'loc1':t1.`sender-location`,'nearby-message':(
         select element {'tweetid2':t2.tweetid,'loc2':t2.`sender-location`}
         from  TweetMessages as t2
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/query-issue838.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/query-issue838.sqlpp
index 12c29b0..75e1b35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/query-issue838.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/query-issue838.sqlpp
@@ -50,7 +50,6 @@
 
 create  index locationIdx  on TweetMessages (`sender-location`) type rtree;
 
-write output to asterix_nc1:"rttest/query-issue838.adm";
 select element {'subscription-id':sub.`subscription-id`,'changeSet':1,'execution-time':twitter.`current-datetime`(),'message-text':text}
 from  TweetHistorySubscriptions as sub,
       (
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_01.sqlpp
index 02805cd..d5b58b5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_01.sqlpp
@@ -47,7 +47,6 @@
 
 create  index rtree_index  on MyData1 (point) type rtree;
 
-write output to asterix_nc1:"rttest/index-join_rtree-spatial-intersect-point.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_02.sqlpp
index f87832e..6bde012 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_02.sqlpp
@@ -47,7 +47,6 @@
 
 create  index rtree_index  on MyData2 (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_02.adm";
 select element {'a':a,'b':b}
 from  MyData1 as a,
       MyData2 as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_03.sqlpp
index afe7a72..e60b46a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-index-join/spatial-intersect-point_03.sqlpp
@@ -45,7 +45,6 @@
 
 create  index rtree_index  on MyData (point) type rtree;
 
-write output to asterix_nc1:"rttest/rtree-index-join_spatial-intersect-point_03.adm";
 select element {'a':a,'b':b}
 from  MyData as a,
       MyData as b
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index-open.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index-open.sqlpp
index 0b86e27..7a08804 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index-open.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index-open.sqlpp
@@ -46,7 +46,6 @@
 
 create  index rtree_index_point  on MyData (point) type rtree;
 
-write output to asterix_nc1:"rttest/index_rtree-secondary-index-open.adm";
 select element {'id':o.id}
 from  MyData as o
 where test.`spatial-intersect`(o.point,test.`create-polygon`([4.0,1.0,4.0,4.0,12.0,4.0,12.0,1.0]))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index.sqlpp
index ff8bbee..3764782 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/rtree-secondary-index.sqlpp
@@ -46,7 +46,6 @@
 
 create  index rtree_index_point  on MyData (point) type rtree;
 
-write output to asterix_nc1:"rttest/index_rtree-secondary-index.adm";
 select element {'id':o.id}
 from  MyData as o
 where test.`spatial-intersect`(o.point,test.`create-polygon`([4.0,1.0,4.0,4.0,12.0,4.0,12.0,1.0]))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.sqlpp
index 6382029..539d1c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_01.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.sqlpp
index 5e9721a..f633baa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_02.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.sqlpp
index d2f20cc..6d9d56a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_03.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.sqlpp
index 98fd885..6158457 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_04.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.sqlpp
index 71d76e0..61d88a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_05.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.sqlpp
index 0d10ba5..deb5874 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_06.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.sqlpp
index 2eaa38e..0423e25 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_07.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.sqlpp
index e485c05..16f65b4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-let-to-edit-distance-check_08.adm";
 select element ed
 from  DBLP as o
 with  ed as test.`edit-distance`(o.authors,'Michael J. Carey')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_01.sqlpp
index 983e401..739b38c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_01.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_01.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Michael J. Carey') <= 2)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_02.sqlpp
index 0a3239c..da3aa4b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_02.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_02.adm";
 select element o
 from  DBLP as o
 where (2 >= test.`edit-distance`(o.authors,'Michael J. Carey'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_03.sqlpp
index 092ea01..b630699 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_03.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Michael J. Carey') < 3)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_04.sqlpp
index 33bb84a..349ce29 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_04.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_04.adm";
 select element o
 from  DBLP as o
 where (3 > test.`edit-distance`(o.authors,'Michael J. Carey'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_05.sqlpp
index c2d9a4f..c2903bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_05.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_05.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Michael J. Carey') >= 2)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_06.sqlpp
index c1227f2..6cfe0c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_06.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_06.adm";
 select element o
 from  DBLP as o
 where (2 <= test.`edit-distance`(o.authors,'Michael J. Carey'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_07.sqlpp
index 0881c0d..f5cc75e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_07.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_07.adm";
 select element o
 from  DBLP as o
 where (test.`edit-distance`(o.authors,'Michael J. Carey') > 2)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_08.sqlpp
index d9f210a..4b35543 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/edit-distance-to-edit-distance-check_08.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_edit-distance-to-edit-distance-check_08.adm";
 select element o
 from  DBLP as o
 where (2 < test.`edit-distance`(o.authors,'Michael J. Carey'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-edit-distance-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-edit-distance-check.sqlpp
index 8e68f90..fed1e82 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-edit-distance-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-edit-distance-check.sqlpp
@@ -39,7 +39,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_fuzzyeq-to-edit-distance-check.adm";
 set `simfunction` `edit-distance`;
 
 set `simthreshold` `1`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-jaccard-check.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-jaccard-check.sqlpp
index c5ddbb9..2fb912e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-jaccard-check.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/fuzzyeq-to-jaccard-check.sqlpp
@@ -39,7 +39,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_fuzzyeq-to-jaccard-check.adm";
 set `simfunction` `jaccard`;
 
 set `simthreshold` `0.8f`;
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_01.sqlpp
index 75ca2d5..8fa3f7d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_01.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_02.sqlpp
index b116890..1e1a0d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_02.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_03.sqlpp
index 3e30ef4..f3c0c96 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_03.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_04.sqlpp
index 26eb0f7..5ee96f0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_04.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_05.sqlpp
index 092703d..020c39b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_05.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_06.sqlpp
index 088e433..1adbe0d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_06.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_07.sqlpp
index c9822d4..a324bf9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_07.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_08.sqlpp
index cdee6a6..57af933 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-let-to-jaccard-check_08.sqlpp
@@ -41,7 +41,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-let-to-jaccard-check_01.adm";
 select element jacc
 from  DBLP as paper
 with  jacc as test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_01.sqlpp
index b255f01..ec98480 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_01.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_01.adm";
 select element paper
 from  DBLP as paper
 where (test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')) >= 0.800000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_02.sqlpp
index 4bba4da..0284425 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_02.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_02.adm";
 select element paper
 from  DBLP as paper
 where (0.800000f <= test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_03.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_03.sqlpp
index de8c7d3..6a38dba 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_03.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_03.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_02.adm";
 select element paper
 from  DBLP as paper
 where (test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')) > 0.800000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_04.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_04.sqlpp
index 8fc6675..1dd0854 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_04.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_04.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_03.adm";
 select element paper
 from  DBLP as paper
 where (0.800000f < test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_05.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_05.sqlpp
index e185c9c..3c15ba7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_05.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_05.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_05.adm";
 select element paper
 from  DBLP as paper
 where (test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')) <= 0.800000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_06.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_06.sqlpp
index 6f04ef8..4f88eca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_06.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_06.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_06.adm";
 select element paper
 from  DBLP as paper
 where (0.800000f >= test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_07.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_07.sqlpp
index 78da87a..655fa6b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_07.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_07.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_07.adm";
 select element paper
 from  DBLP as paper
 where (test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')) < 0.800000f)
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_08.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_08.sqlpp
index 59a02fc..c51c849 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_08.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/similarity/jaccard-to-jaccard-check_08.sqlpp
@@ -40,7 +40,6 @@
 
 create  dataset DBLP(DBLPType) primary key id;
 
-write output to asterix_nc1:"rttest/similarity_jaccard-to-jaccard-check_08.adm";
 select element paper
 from  DBLP as paper
 where (0.800000f > test.`similarity-jaccard`(test.`word-tokens`(paper.title),test.`word-tokens`('Transactions for Cooperative Environments')))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/dont-skip-primary-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/dont-skip-primary-index.sqlpp
index 200ed64..5a3ec94 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/dont-skip-primary-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/dont-skip-primary-index.sqlpp
@@ -29,7 +29,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-primary-16.adm";
 create type test.TestType as
 {
   fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-ngram-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-ngram-index.sqlpp
index bcf5c40..046a4e3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-ngram-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-ngram-index.sqlpp
@@ -41,7 +41,6 @@
 
 create  index ngram_index  on DBLP (title) type ngram (3);
 
-write output to asterix_nc1:"rttest/inverted-index-basic_ngram-contains.adm";
 select element o
 from  DBLP as o
 where  /*+ skip-index */ test.contains(o.title,'Multimedia')
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-rtree-secondary-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-rtree-secondary-index.sqlpp
index 58934cb..d0671f8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-rtree-secondary-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-rtree-secondary-index.sqlpp
@@ -51,7 +51,6 @@
 
 create  index rtree_index_point  on MyData (point) type rtree;
 
-write output to asterix_nc1:"rttest/index_rtree-secondary-index.adm";
 select element {'id':o.id}
 from  MyData as o
 where  /*+ skip-index */ test.`spatial-intersect`(o.point,test.`create-polygon`([4.0,1.0,4.0,4.0,12.0,4.0,12.0,1.0]))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index-2.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index-2.sqlpp
index 6235842..3b8ac91 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index-2.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index-2.sqlpp
@@ -28,7 +28,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index.sqlpp
index 3ea7139..094569c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-secondary-btree-index.sqlpp
@@ -28,7 +28,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/btree-index_btree-secondary-57.adm";
 create type test.TestType as
 {
   id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-word-index.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-word-index.sqlpp
index fd4fe81..65203c6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-word-index.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/skip-index/skip-word-index.sqlpp
@@ -41,7 +41,6 @@
 
 create  index keyword_index  on DBLP (title) type keyword;
 
-write output to asterix_nc1:"rttest/inverted-index-basic_word-jaccard.adm";
 select element o
 from  DBLP as o
 with  jacc as  /*+ skip-index */ test.`similarity-jaccard`(test.`word-tokens`(o.title),test.`word-tokens`('Transactions for Cooperative Environments'))
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/sort-cust.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/sort-cust.sqlpp
index 5ce4d75..97de7f3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/sort-cust.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/sort-cust.sqlpp
@@ -49,7 +49,6 @@
 ;
 create  dataset Customers(CustomerType) primary key cid WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"/tmp/custlimit.adm";
 select element {'custname':c.name,'custage':c.age}
 from  Customers as c
 order by c.age
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_01.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_01.sqlpp
index 6829a26..930bcff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_01.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_01.sqlpp
@@ -27,7 +27,6 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/unnest-to-join_01.adm";
 select element y
 from  [1,2,3,4,5,6] as x,
       [4,5,6,7,8,9] as y
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_02.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_02.sqlpp
index 599fbc2..bd8bea3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest-to-join_02.sqlpp
@@ -27,6 +27,5 @@
 use test;
 
 
-write output to asterix_nc1:"rttest/unnest-to-join_02.adm";
 select element some x in [1,2,3,4,5,6],
 y in [4,5,6,7,8,9] satisfies (x = y);
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest_list_in_subplan.sqlpp b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest_list_in_subplan.sqlpp
index e9a7228..e5cdcf2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest_list_in_subplan.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/queries_sqlpp/unnest_list_in_subplan.sqlpp
@@ -46,7 +46,6 @@
 
 create  dataset TOKENSRANKEDADM(TOKENSRANKEDADMType) primary key rank WITH {"node-group":{"name":"group1"}};
 
-write output to asterix_nc1:"rttest/unnest_list_in_subplan.adm";
 select element {'id':idDBLP,'tokens':tokensDBLP}
 from  DBLP as paperDBLP
 with  idDBLP as paperDBLP.id,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ASTERIXDB-2402.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ASTERIXDB-2402.plan
index da74507..0f996d1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ASTERIXDB-2402.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ASTERIXDB-2402.plan
@@ -172,8 +172,8 @@
                                                       -- ASSIGN  |PARTITIONED|
                                                         -- STREAM_PROJECT  |PARTITIONED|
                                                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                                            -- HYBRID_HASH_JOIN [$$230, $$232][$$224, $$225]  |PARTITIONED|
-                                                              -- HASH_PARTITION_EXCHANGE [$$230, $$232]  |PARTITIONED|
+                                                            -- HYBRID_HASH_JOIN [$$233, $$235][$$224, $$225]  |PARTITIONED|
+                                                              -- HASH_PARTITION_EXCHANGE [$$233, $$235]  |PARTITIONED|
                                                                 -- STREAM_PROJECT  |PARTITIONED|
                                                                   -- ASSIGN  |PARTITIONED|
                                                                     -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-1.plan
new file mode 100644
index 0000000..faac4b0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-1.plan
@@ -0,0 +1,19 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- UNNEST  |LOCAL|
+                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN (TestDataverse.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-2.plan
new file mode 100644
index 0000000..b482afb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- SUBPLAN  |LOCAL|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- UNNEST  |LOCAL|
+                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN (TestDataverse.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-3.plan
new file mode 100644
index 0000000..d865914
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/any-and-every-3.plan
@@ -0,0 +1,20 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- UNNEST  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- DATASOURCE_SCAN (TestDataverse.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query1.plan
new file mode 100644
index 0000000..d53724e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$52(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query2.plan
new file mode 100644
index 0000000..ab9c768
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query2.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$58(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query3.plan
new file mode 100644
index 0000000..2c6241a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query3.plan
@@ -0,0 +1,27 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- UNNEST  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$70(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query4.plan
new file mode 100644
index 0000000..d25efc7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query4.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query5.plan
new file mode 100644
index 0000000..df8e08b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query5.plan
@@ -0,0 +1,40 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- STREAM_SELECT  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$76(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query6.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query6.plan
new file mode 100644
index 0000000..492b219
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query6.plan
@@ -0,0 +1,33 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$93(ASC), $$94(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestDataverse.Dataset2)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query7.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query7.plan
new file mode 100644
index 0000000..63544ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query7.plan
@@ -0,0 +1,33 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$111(ASC), $$112(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestDataverse.Dataset2)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query8.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query8.plan
new file mode 100644
index 0000000..ea7ceef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query8.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$74(ASC), $$75(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                              -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (TestDataverse.Dataset2)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query9.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query9.plan
new file mode 100644
index 0000000..b47e122
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/atomic-and-array-queries/query9.plan
@@ -0,0 +1,47 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- STREAM_SELECT  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$104(ASC), $$105(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                              -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (TestDataverse.Dataset2)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query1.plan
new file mode 100644
index 0000000..7306c4d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query1.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$61(ASC), $$53(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query2.plan
new file mode 100644
index 0000000..cb70d4f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query2.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$69(ASC), $$61(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query3.plan
new file mode 100644
index 0000000..b81bf80
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query3.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$73(ASC), $$64(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query4.plan
new file mode 100644
index 0000000..d7acd37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query4.plan
@@ -0,0 +1,65 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckinB.YelpCheckinB)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$80(ASC), $$81(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckinB.IdxYelpCheckinBDates)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- STREAM_SELECT  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- SUBPLAN  |PARTITIONED|
+                                                                    {
+                                                                      -- AGGREGATE  |LOCAL|
+                                                                        -- STREAM_SELECT  |LOCAL|
+                                                                          -- UNNEST  |LOCAL|
+                                                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                    }
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- BTREE_SEARCH (TestYelp.YelpCheckinA.YelpCheckinA)  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- STABLE_SORT [$$78(ASC), $$68(ASC)]  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- BTREE_SEARCH (TestYelp.YelpCheckinA.IdxYelpCheckinADates)  |PARTITIONED|
+                                                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                -- ASSIGN  |PARTITIONED|
+                                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query5.plan
new file mode 100644
index 0000000..e06e50b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-1/query5.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$71(ASC), $$63(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query1.plan
new file mode 100644
index 0000000..641e620
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query1.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$63(ASC), $$54(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query2.plan
new file mode 100644
index 0000000..109cc05
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query2.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$73(ASC), $$64(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query3.plan
new file mode 100644
index 0000000..d895e99
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-2/query3.plan
@@ -0,0 +1,35 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- NESTED_LOOP  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- BROADCAST_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_SELECT  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query1.plan
new file mode 100644
index 0000000..09bcc02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query1.plan
@@ -0,0 +1,40 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$71(ASC), $$62(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query2.plan
new file mode 100644
index 0000000..7217e9f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-3/query2.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$73(ASC), $$64(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query1.plan
new file mode 100644
index 0000000..22f9aa6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query1.plan
@@ -0,0 +1,47 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- SUBPLAN  |LOCAL|
+                                        {
+                                          -- AGGREGATE  |LOCAL|
+                                            -- STREAM_SELECT  |LOCAL|
+                                              -- UNNEST  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                        }
+                                  -- ASSIGN  |LOCAL|
+                                    -- UNNEST  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$84(ASC), $$73(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query2.plan
new file mode 100644
index 0000000..df73479
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query2.plan
@@ -0,0 +1,47 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- SUBPLAN  |LOCAL|
+                                        {
+                                          -- AGGREGATE  |LOCAL|
+                                            -- STREAM_SELECT  |LOCAL|
+                                              -- UNNEST  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                        }
+                                  -- ASSIGN  |LOCAL|
+                                    -- UNNEST  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$88(ASC), $$76(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query3.plan
new file mode 100644
index 0000000..6c55934
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query3.plan
@@ -0,0 +1,45 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- SUBPLAN  |LOCAL|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STABLE_SORT [$$88(ASC), $$77(ASC)]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query4.plan
new file mode 100644
index 0000000..552ba9b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-quantified-queries/use-case-4/query4.plan
@@ -0,0 +1,77 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- SUBPLAN  |LOCAL|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckinB.YelpCheckinB)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$134(ASC), $$135(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckinB.IdxYelpCheckinDatesB)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- STREAM_SELECT  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- SUBPLAN  |PARTITIONED|
+                                                                    {
+                                                                      -- AGGREGATE  |LOCAL|
+                                                                        -- SUBPLAN  |LOCAL|
+                                                                                {
+                                                                                  -- AGGREGATE  |LOCAL|
+                                                                                    -- UNNEST  |LOCAL|
+                                                                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                                }
+                                                                          -- ASSIGN  |LOCAL|
+                                                                            -- UNNEST  |LOCAL|
+                                                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                    }
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- BTREE_SEARCH (TestYelp.YelpCheckinA.YelpCheckinA)  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- STABLE_SORT [$$132(ASC), $$116(ASC)]  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- BTREE_SEARCH (TestYelp.YelpCheckinA.IdxYelpCheckinDatesA)  |PARTITIONED|
+                                                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                -- ASSIGN  |PARTITIONED|
+                                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query1.plan
new file mode 100644
index 0000000..fb3c603
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query1.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$49(ASC), $$50(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query2.plan
new file mode 100644
index 0000000..70118a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query2.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$49(ASC), $$50(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query3.plan
new file mode 100644
index 0000000..bb23941
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query3.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$75(ASC), $$76(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query4.plan
new file mode 100644
index 0000000..f602149
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-1/query4.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- WINDOW_STREAM  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$70(ASC), $$71(DESC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$70]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- LEFT_OUTER_UNNEST  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STABLE_SORT [$$79(ASC), $$70(ASC)]  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query1.plan
new file mode 100644
index 0000000..2b052dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query1.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$51(ASC), $$52(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query2.plan
new file mode 100644
index 0000000..1cad651
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query2.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$51(ASC), $$52(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query3.plan
new file mode 100644
index 0000000..36d1e39
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query3.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$77(ASC), $$78(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query4.plan
new file mode 100644
index 0000000..44fd353
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-2/query4.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- WINDOW_STREAM  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$71(ASC), $$72(DESC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$71]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- LEFT_OUTER_UNNEST  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STABLE_SORT [$$81(ASC), $$71(ASC)]  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query1.plan
new file mode 100644
index 0000000..bf67e63
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query1.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$51(ASC), $$52(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query2.plan
new file mode 100644
index 0000000..443990e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query2.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_SELECT  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- UNNEST  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$51(ASC), $$52(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query3.plan
new file mode 100644
index 0000000..1cad651
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query3.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$51(ASC), $$52(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query4.plan
new file mode 100644
index 0000000..36d1e39
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query4.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$77(ASC), $$78(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query5.plan
new file mode 100644
index 0000000..0497e66
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-3/query5.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- WINDOW_STREAM  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$72(ASC), $$73(DESC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$72]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- LEFT_OUTER_UNNEST  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STABLE_SORT [$$81(ASC), $$72(ASC)]  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query1.plan
new file mode 100644
index 0000000..e09340f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query1.plan
@@ -0,0 +1,36 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- STREAM_SELECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STABLE_SORT [$$61(ASC), $$62(ASC)]  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                        -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                          -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query2.plan
new file mode 100644
index 0000000..1569695
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query2.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- UNNEST  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STABLE_SORT [$$64(ASC), $$65(ASC)]  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                            -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query3.plan
new file mode 100644
index 0000000..c4d7c08
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query3.plan
@@ -0,0 +1,36 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STABLE_SORT [$$61(ASC), $$62(ASC)]  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                        -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- STREAM_SELECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query4.plan
new file mode 100644
index 0000000..34a1b94
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query4.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STABLE_SORT [$$87(ASC), $$88(ASC)]  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                            -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query5.plan
new file mode 100644
index 0000000..aac007e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/join-unnest-queries/use-case-4/query5.plan
@@ -0,0 +1,41 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- WINDOW_STREAM  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$81(ASC), $$82(DESC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$81]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- LEFT_OUTER_UNNEST  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- LEFT_OUTER_UNNEST  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- STABLE_SORT [$$91(ASC), $$81(ASC)]  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- DATASOURCE_SCAN (TestYelp.YelpCheckinDateMarkers)  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query1.plan
new file mode 100644
index 0000000..62b49d7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query1.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$46(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query2.plan
new file mode 100644
index 0000000..62b49d7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query2.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$46(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query3.plan
new file mode 100644
index 0000000..24b6a5a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query3.plan
@@ -0,0 +1,33 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- STREAM_SELECT  |LOCAL|
+                                  -- ASSIGN  |LOCAL|
+                                    -- UNNEST  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$50(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query4.plan
new file mode 100644
index 0000000..24b6a5a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query4.plan
@@ -0,0 +1,33 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- STREAM_SELECT  |LOCAL|
+                                  -- ASSIGN  |LOCAL|
+                                    -- UNNEST  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$50(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query5.plan
new file mode 100644
index 0000000..7992dcf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query5.plan
@@ -0,0 +1,44 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- STREAM_SELECT  |LOCAL|
+                                                -- ASSIGN  |LOCAL|
+                                                  -- UNNEST  |LOCAL|
+                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- STREAM_SELECT  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- ASSIGN  |LOCAL|
+                                      -- UNNEST  |LOCAL|
+                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$81(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query6.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query6.plan
new file mode 100644
index 0000000..7992dcf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query6.plan
@@ -0,0 +1,44 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- STREAM_SELECT  |LOCAL|
+                                                -- ASSIGN  |LOCAL|
+                                                  -- UNNEST  |LOCAL|
+                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- STREAM_SELECT  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- ASSIGN  |LOCAL|
+                                      -- UNNEST  |LOCAL|
+                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$81(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query7.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query7.plan
new file mode 100644
index 0000000..7999e77
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query7.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- ASSIGN  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$52(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query8.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query8.plan
new file mode 100644
index 0000000..cc99bbf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query8.plan
@@ -0,0 +1,40 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- SUBPLAN  |LOCAL|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- ASSIGN  |LOCAL|
+                                        -- UNNEST  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$85(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query9.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query9.plan
new file mode 100644
index 0000000..c9574d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/multiple-quantifiers/query9.plan
@@ -0,0 +1,40 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- SUBPLAN  |LOCAL|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- ASSIGN  |LOCAL|
+                                        -- UNNEST  |LOCAL|
+                                          -- ASSIGN  |LOCAL|
+                                            -- UNNEST  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- ASSIGN  |LOCAL|
+                                  -- UNNEST  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestDataverse.Dataset1.Dataset1)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$88(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestDataverse.Dataset1.d1Idx)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query1.plan
new file mode 100644
index 0000000..2c5b278
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query1.plan
@@ -0,0 +1,30 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$26(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query2.plan
new file mode 100644
index 0000000..761ed03
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query2.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$55(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query3.plan
new file mode 100644
index 0000000..f2819ea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query3.plan
@@ -0,0 +1,33 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$60(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query4.plan
new file mode 100644
index 0000000..1ed6cd6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query4.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$57(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query5.plan
new file mode 100644
index 0000000..9120584
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-1/query5.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- STREAM_SELECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query1.plan
new file mode 100644
index 0000000..e29b93c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query1.plan
@@ -0,0 +1,30 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$28(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query2.plan
new file mode 100644
index 0000000..9843256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query2.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$57(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query3.plan
new file mode 100644
index 0000000..10ad036
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query3.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query4.plan
new file mode 100644
index 0000000..2d561f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query4.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query5.plan
new file mode 100644
index 0000000..2d561f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-2/query5.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- SUBPLAN  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query1.plan
new file mode 100644
index 0000000..1d92106
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query1.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$36(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query2.plan
new file mode 100644
index 0000000..45549a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query2.plan
@@ -0,0 +1,31 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$40(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query3.plan
new file mode 100644
index 0000000..2fb6ed5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query3.plan
@@ -0,0 +1,30 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- ASSIGN  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$42(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query4.plan
new file mode 100644
index 0000000..7e503bb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-3/query4.plan
@@ -0,0 +1,21 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- ASSIGN  |LOCAL|
+                            -- UNNEST  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query1.plan
new file mode 100644
index 0000000..84dc8c7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query1.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$41(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query2.plan
new file mode 100644
index 0000000..a689c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query2.plan
@@ -0,0 +1,38 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$49(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query3.plan
new file mode 100644
index 0000000..8de78d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query3.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- SUBPLAN  |LOCAL|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- STREAM_SELECT  |LOCAL|
+                                        -- UNNEST  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$51(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query4.plan
new file mode 100644
index 0000000..10b415f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query4.plan
@@ -0,0 +1,37 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- UNNEST  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$50(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query5.plan
new file mode 100644
index 0000000..f1c1609
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query5.plan
@@ -0,0 +1,36 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- SUBPLAN  |LOCAL|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- UNNEST  |LOCAL|
+                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ASSIGN  |LOCAL|
+                              -- UNNEST  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$52(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query6.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query6.plan
new file mode 100644
index 0000000..3f101b7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query6.plan
@@ -0,0 +1,29 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query7.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query7.plan
new file mode 100644
index 0000000..0f3a84c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-quantified-queries/use-case-4/query7.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- SUBPLAN  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- SUBPLAN  |LOCAL|
+                                    {
+                                      -- AGGREGATE  |LOCAL|
+                                        -- STREAM_SELECT  |LOCAL|
+                                          -- UNNEST  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                    }
+                              -- ASSIGN  |LOCAL|
+                                -- UNNEST  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$58(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query1.plan
new file mode 100644
index 0000000..85a80b7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$33(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query2.plan
new file mode 100644
index 0000000..a65a2c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-1/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query1.plan
new file mode 100644
index 0000000..3f9647b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$35(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query2.plan
new file mode 100644
index 0000000..9af45a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-2/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query1.plan
new file mode 100644
index 0000000..3f9647b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$35(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query2.plan
new file mode 100644
index 0000000..bb72552
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query2.plan
@@ -0,0 +1,28 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$57(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query3.plan
new file mode 100644
index 0000000..0202127
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-3/query3.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$39(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query1.plan
new file mode 100644
index 0000000..4cf8dfe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query1.plan
@@ -0,0 +1,27 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$45(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query2.plan
new file mode 100644
index 0000000..4cb1efa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/use-case-4/query2.plan
@@ -0,0 +1,30 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STABLE_SORT [$$66(ASC)]  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.plan
new file mode 100644
index 0000000..0202127
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$39(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.plan
new file mode 100644
index 0000000..9177af3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-3-level-record-path/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$60(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query1.plan
new file mode 100644
index 0000000..883fa06
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query1.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$34(ASC), $$35(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query2.plan
new file mode 100644
index 0000000..e4d4667
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-pk/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$55(ASC), $$56(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query1.plan
new file mode 100644
index 0000000..2ad5dca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query1.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$42(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDatesTimes)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query2.plan
new file mode 100644
index 0000000..afcd3a0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query2.plan
@@ -0,0 +1,28 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$58(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDatesTimes)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query3.plan
new file mode 100644
index 0000000..4af61e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-composite-sk/query3.plan
@@ -0,0 +1,19 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN (TestYelp.YelpCheckin)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query1.plan
new file mode 100644
index 0000000..3a14007
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query1.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$36(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query2.plan
new file mode 100644
index 0000000..a65a2c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/closed/with-filter-fields/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query1.plan
new file mode 100644
index 0000000..0d24b2d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query1.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$34(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex1)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query2.plan
new file mode 100644
index 0000000..3585861
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query2.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$36(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex2)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query3.plan
new file mode 100644
index 0000000..679b2a0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query3.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$46(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex3)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query4.plan
new file mode 100644
index 0000000..3f26cee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query4.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$48(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex4)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query5.plan
new file mode 100644
index 0000000..f1e0798
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query5.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$34(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex1c)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query6.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query6.plan
new file mode 100644
index 0000000..a31846b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query6.plan
@@ -0,0 +1,22 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$36(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex2c)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query7.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query7.plan
new file mode 100644
index 0000000..4ee8831
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query7.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$46(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex3c)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query8.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query8.plan
new file mode 100644
index 0000000..c512a31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/complex-structures/query8.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- UNNEST  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestDataverse.TestDataset.TestDataset)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$48(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestDataverse.TestDataset.testIndex4c)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query1.plan
new file mode 100644
index 0000000..85a80b7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$33(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query2.plan
new file mode 100644
index 0000000..a65a2c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-1/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query1.plan
new file mode 100644
index 0000000..3f9647b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$35(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query2.plan
new file mode 100644
index 0000000..9af45a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-2/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query1.plan
new file mode 100644
index 0000000..3f9647b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$35(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query2.plan
new file mode 100644
index 0000000..bb72552
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query2.plan
@@ -0,0 +1,28 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STABLE_SORT [$$57(ASC)]  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query3.plan
new file mode 100644
index 0000000..0202127
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-3/query3.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$39(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query1.plan
new file mode 100644
index 0000000..4cf8dfe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query1.plan
@@ -0,0 +1,27 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- UNNEST  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$45(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query2.plan
new file mode 100644
index 0000000..4cb1efa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/use-case-4/query2.plan
@@ -0,0 +1,30 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STABLE_SORT [$$66(ASC)]  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query1.plan
new file mode 100644
index 0000000..0202127
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$39(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query2.plan
new file mode 100644
index 0000000..9177af3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-3-level-record-path/query2.plan
@@ -0,0 +1,26 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- UNNEST  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$60(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDates)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-composite-sk/query1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-composite-sk/query1.plan
new file mode 100644
index 0000000..8ae90bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/array-index/select-unnest-queries/open/with-composite-sk/query1.plan
@@ -0,0 +1,25 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- UNNEST  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (TestYelp.YelpCheckin.YelpCheckin)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$44(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (TestYelp.YelpCheckin.IdxYelpCheckinDatesTimes)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/btree-index-composite-key-04.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/btree-index-composite-key-04.plan
index ce1677d..f560061 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/btree-index-composite-key-04.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/btree-index-composite-key-04.plan
@@ -3,10 +3,29 @@
     -- STREAM_PROJECT  |PARTITIONED|
       -- ASSIGN  |PARTITIONED|
         -- SORT_MERGE_EXCHANGE [$$21(ASC) ]  |PARTITIONED|
-          -- STREAM_SELECT  |PARTITIONED|
-            -- STREAM_PROJECT  |PARTITIONED|
-              -- ASSIGN  |PARTITIONED|
+          -- STABLE_SORT [$$21(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- UNION_ALL  |PARTITIONED|
                 -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  -- DATASOURCE_SCAN (test.employee)  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (test.employee.employee)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- SPLIT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (test.employee.idx_employee_f_l_name)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
                     -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      -- SPLIT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.employee.idx_employee_f_l_name)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-01.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-01.plan
new file mode 100644
index 0000000..0dcfc44
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-01.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$66(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$66(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-02.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-02.plan
new file mode 100644
index 0000000..7997aad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-02.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$66(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$66(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds2.ds2)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$72(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds2.idx2)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-03.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-03.plan
new file mode 100644
index 0000000..d1264cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-03.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$66(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$66(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds3)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-04.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-04.plan
new file mode 100644
index 0000000..3582cf3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-04.plan
@@ -0,0 +1,12 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$21(ASC) ]  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- DATASOURCE_SCAN (test.ds3)  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-05.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-05.plan
new file mode 100644
index 0000000..6285f162
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-05.plan
@@ -0,0 +1,27 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$122(ASC), $$123(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$122(ASC), $$123(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (test.ds2.ds2)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$139(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (test.ds2.idx2)  |PARTITIONED|
+                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- DATASOURCE_SCAN (test.ds4)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-06.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-06.plan
new file mode 100644
index 0000000..510ccca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-06.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$122(ASC), $$123(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$122(ASC), $$123(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- HYBRID_HASH_JOIN [$$122][$$123]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$122]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds4)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$123]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds3)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-07.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-07.plan
new file mode 100644
index 0000000..1577585
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-07.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$122(ASC), $$123(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$122(ASC), $$123(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- HYBRID_HASH_JOIN [$$122][$$123]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$122]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds4)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$123]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-08.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-08.plan
new file mode 100644
index 0000000..1577585
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-08.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$122(ASC), $$123(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$122(ASC), $$123(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- HYBRID_HASH_JOIN [$$122][$$123]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$122]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds4)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$123]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-09.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-09.plan
new file mode 100644
index 0000000..d60ee1e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-09.plan
@@ -0,0 +1,24 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$84(ASC), $$85(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$84(ASC), $$85(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- HYBRID_HASH_JOIN [$$84][$$85]  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$84]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds4)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- HASH_PARTITION_EXCHANGE [$$85]  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds2)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-10.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-10.plan
new file mode 100644
index 0000000..19fe8ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-10.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds5.ds5)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds5.idx5_dt_fmt)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-11.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-11.plan
new file mode 100644
index 0000000..b636106
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-11.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds5.ds5)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds5.idx5_d_fmt)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-12.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-12.plan
new file mode 100644
index 0000000..382c39a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-12.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds5.ds5)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds5.idx5_t_fmt)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-13.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-13.plan
new file mode 100644
index 0000000..babda5c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-13.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds6.ds6)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds6.idx6_dt)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-14.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-14.plan
new file mode 100644
index 0000000..d55a9a2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-14.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds6.ds6)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds6.idx6_d)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-15.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-15.plan
new file mode 100644
index 0000000..2799b48
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-15.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds6.ds6)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$59(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds6.idx6_t)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-16.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-16.plan
new file mode 100644
index 0000000..6291577
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-16.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds5)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-17.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-17.plan
new file mode 100644
index 0000000..8757f3e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-17.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds6)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-18.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-18.plan
new file mode 100644
index 0000000..6291577
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-18.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$56(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$56(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds5)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-19.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-19.plan
new file mode 100644
index 0000000..cb86b13
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-19.plan
@@ -0,0 +1,27 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$110(ASC), $$111(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$110(ASC), $$111(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH (test.ds5.ds5)  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STABLE_SORT [$$123(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (test.ds5.idx5_dt_fmt)  |PARTITIONED|
+                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- DATASOURCE_SCAN (test.ds6)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-20.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-20.plan
new file mode 100644
index 0000000..885b6ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-20.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$65(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$65(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds7.ds7)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$70(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds7.idx2)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-21.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-21.plan
new file mode 100644
index 0000000..a560c7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-21.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$65(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$65(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds7)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-22.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-22.plan
new file mode 100644
index 0000000..a560c7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-22.plan
@@ -0,0 +1,16 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$65(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$65(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- DATASOURCE_SCAN (test.ds7)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-23.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-23.plan
new file mode 100644
index 0000000..88537b6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-23.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$65(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$65(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_SELECT  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.ds7.ds7)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STABLE_SORT [$$70(ASC)]  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- BTREE_SEARCH (test.ds7.idx3)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-24.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-24.plan
new file mode 100644
index 0000000..85d3144
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/cast-default-null/cast-default-null-24.plan
@@ -0,0 +1,19 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- BTREE_SEARCH (test.ds7.ds7)  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$25(ASC)]  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- BTREE_SEARCH (test.ds7.idx1)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- ASSIGN  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-01.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-01.plan
new file mode 100644
index 0000000..f621777
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-01.plan
@@ -0,0 +1,10 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-02.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-02.plan
new file mode 100644
index 0000000..f621777
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/btree-index-selection/function-on-pk/function-on-pk-02.plan
@@ -0,0 +1,10 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q1.plan
new file mode 100644
index 0000000..5eee969
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q1.plan
@@ -0,0 +1,29 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$ol_number(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$107]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$107]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$92]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q10.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q10.plan
new file mode 100644
index 0000000..7cc19d7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q10.plan
@@ -0,0 +1,59 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      -- STREAM_PROJECT  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- SORT_MERGE_EXCHANGE [$$164(DESC) ]  |PARTITIONED|
+            -- STREAM_LIMIT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- STABLE_SORT [topK: 20] [$$164(DESC)]  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- SORT_GROUP_BY[$$171, $$172, $$173, $$174, $$175]  |PARTITIONED|
+                            {
+                              -- AGGREGATE  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                            }
+                      -- HASH_PARTITION_EXCHANGE [$$171, $$172, $$173, $$174, $$175]  |PARTITIONED|
+                        -- SORT_GROUP_BY[$$155, $$150, $$151, $$152, $$153]  |PARTITIONED|
+                                {
+                                  -- AGGREGATE  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                }
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- HYBRID_HASH_JOIN [$$155, $$160, $$162][$$159, $$161, $$163]  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$155, $$160, $$162]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- HYBRID_HASH_JOIN [$$165][$$166]  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$165]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$166]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$159, $$161, $$163]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- UNNEST  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- STREAM_SELECT  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q11.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q11.plan
new file mode 100644
index 0000000..5133ed2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q11.plan
@@ -0,0 +1,119 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$178(DESC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$178(DESC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- NESTED_LOOP  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- SORT_GROUP_BY[$$204]  |PARTITIONED|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- HASH_PARTITION_EXCHANGE [$$204]  |PARTITIONED|
+                          -- SORT_GROUP_BY[$$168]  |PARTITIONED|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- HYBRID_HASH_JOIN [$$176][$$175]  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$176]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$188][$$187]  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- REPLICATE  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$193]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                            -- ASSIGN  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- REPLICATE  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$192]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$175]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- REPLICATE  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- BROADCAST_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |UNPARTITIONED|
+                        -- ASSIGN  |UNPARTITIONED|
+                          -- AGGREGATE  |UNPARTITIONED|
+                            -- STREAM_PROJECT  |UNPARTITIONED|
+                              -- ASSIGN  |UNPARTITIONED|
+                                -- AGGREGATE  |UNPARTITIONED|
+                                  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                    -- AGGREGATE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$191][$$190]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$191]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- HYBRID_HASH_JOIN [$$193][$$192]  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- REPLICATE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$193]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- STREAM_SELECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- REPLICATE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$192]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ASSIGN  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$190]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- REPLICATE  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q12.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q12.plan
new file mode 100644
index 0000000..1c561d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q12.plan
@@ -0,0 +1,29 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$o_ol_cnt(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$96]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$96]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$85]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- UNNEST  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q13.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q13.plan
new file mode 100644
index 0000000..b33dc89
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q13.plan
@@ -0,0 +1,53 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$125(DESC), $$c_count(DESC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$125(DESC), $$c_count(DESC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- SORT_GROUP_BY[$$139]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- HASH_PARTITION_EXCHANGE [$$139]  |PARTITIONED|
+                  -- SORT_GROUP_BY[$$124]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- SORT_GROUP_BY[$$137]  |PARTITIONED|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- HASH_PARTITION_EXCHANGE [$$137]  |PARTITIONED|
+                              -- SORT_GROUP_BY[$$126]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$126, $$128, $$130][$$127, $$129, $$131]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$126, $$128, $$130]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$127, $$129, $$131]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- STREAM_SELECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q14.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q14.plan
new file mode 100644
index 0000000..6dda602
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q14.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$84][$$83]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$84]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$83]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- UNNEST  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q15.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q15.plan
new file mode 100644
index 0000000..8da830c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q15.plan
@@ -0,0 +1,129 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$220(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$220(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- HYBRID_HASH_JOIN [$#1][$$220]  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$#1]  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$221][$$258]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$221]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- SORT_GROUP_BY[$$270]  |PARTITIONED|
+                                            {
+                                              -- AGGREGATE  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                            }
+                                      -- HASH_PARTITION_EXCHANGE [$$270]  |PARTITIONED|
+                                        -- SORT_GROUP_BY[$$215]  |PARTITIONED|
+                                                {
+                                                  -- AGGREGATE  |LOCAL|
+                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                }
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- HYBRID_HASH_JOIN [$$219, $$218][$$252, $$253]  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- REPLICATE  |PARTITIONED|
+                                                                -- HASH_PARTITION_EXCHANGE [$$241, $$240]  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ASSIGN  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$252, $$253]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- UNNEST  |PARTITIONED|
+                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                -- ASSIGN  |PARTITIONED|
+                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$258]  |PARTITIONED|
+                              -- STREAM_PROJECT  |UNPARTITIONED|
+                                -- ASSIGN  |UNPARTITIONED|
+                                  -- AGGREGATE  |UNPARTITIONED|
+                                    -- AGGREGATE  |UNPARTITIONED|
+                                      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                        -- AGGREGATE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- SORT_GROUP_BY[$$273]  |PARTITIONED|
+                                                        {
+                                                          -- AGGREGATE  |LOCAL|
+                                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                        }
+                                                  -- HASH_PARTITION_EXCHANGE [$$273]  |PARTITIONED|
+                                                    -- SORT_GROUP_BY[$$239]  |PARTITIONED|
+                                                            {
+                                                              -- AGGREGATE  |LOCAL|
+                                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                            }
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- HYBRID_HASH_JOIN [$$241, $$240][$$256, $$257]  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- REPLICATE  |PARTITIONED|
+                                                                      -- HASH_PARTITION_EXCHANGE [$$241, $$240]  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ASSIGN  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                  -- HASH_PARTITION_EXCHANGE [$$256, $$257]  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- STREAM_SELECT  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- REPLICATE  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                -- ASSIGN  |PARTITIONED|
+                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                    -- UNNEST  |PARTITIONED|
+                                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                                        -- ASSIGN  |PARTITIONED|
+                                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                              -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$220]  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q16.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q16.plan
new file mode 100644
index 0000000..6abcb63
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q16.plan
@@ -0,0 +1,65 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$131(DESC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$131(DESC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- PRE_CLUSTERED_GROUP_BY[$$121, $$122, $$123]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- MICRO_PRE_SORTED_DISTINCT_BY  |LOCAL|
+                            -- MICRO_STABLE_SORT [$$142(ASC)]  |LOCAL|
+                              -- ASSIGN  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STABLE_SORT [$$121(ASC), $$122(ASC), $$123(ASC)]  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$121, $$122, $$123]  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- PRE_CLUSTERED_GROUP_BY[$$125, $$126]  |PARTITIONED|
+                                          {
+                                            -- AGGREGATE  |LOCAL|
+                                              -- STREAM_SELECT  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                          }
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$125(ASC), $$126(ASC)]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$125, $$126]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- NESTED_LOOP  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- HYBRID_HASH_JOIN [$$130][$$129]  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$130]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ASSIGN  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$129]  |PARTITIONED|
+                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- STREAM_SELECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q17.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q17.plan
new file mode 100644
index 0000000..8896e10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q17.plan
@@ -0,0 +1,69 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$i_id][$$143]  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- PRE_CLUSTERED_GROUP_BY[$$154]  |PARTITIONED|
+                                  {
+                                    -- AGGREGATE  |LOCAL|
+                                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                  }
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- SORT_GROUP_BY[$$137]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$137][$$147]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$137]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- STREAM_SELECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$147]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- REPLICATE  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- UNNEST  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$143]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- REPLICATE  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- UNNEST  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q18.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q18.plan
new file mode 100644
index 0000000..ad40849
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q18.plan
@@ -0,0 +1,50 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      -- STREAM_PROJECT  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- SORT_MERGE_EXCHANGE [$$182(DESC), $$o_entry_d(ASC) ]  |PARTITIONED|
+              -- STREAM_LIMIT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STABLE_SORT [topK: 100] [$$182(DESC), $$o_entry_d(ASC)]  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- SORT_GROUP_BY[$$188, $$189, $$190, $$191, $$192, $$193, $$194]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- HASH_PARTITION_EXCHANGE [$$188, $$189, $$190, $$191, $$192, $$193, $$194]  |PARTITIONED|
+                                  -- SORT_GROUP_BY[$$164, $$172, $$173, $$174, $$168, $$169, $$170]  |PARTITIONED|
+                                          {
+                                            -- AGGREGATE  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                          }
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$177, $$172, $$173][$$174, $$178, $$179]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$177, $$172, $$173]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- UNNEST  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$174, $$178, $$179]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q19.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q19.plan
new file mode 100644
index 0000000..4030e67
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q19.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- HYBRID_HASH_JOIN [$$122][$$123]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$122]  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- UNNEST  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$123]  |PARTITIONED|
+                          -- STREAM_SELECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q2.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q2.plan
new file mode 100644
index 0000000..84f5c1d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q2.plan
@@ -0,0 +1,162 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      -- STREAM_PROJECT  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- SORT_MERGE_EXCHANGE [$$260(ASC), $$261(ASC), $$226(ASC) ]  |PARTITIONED|
+            -- STREAM_LIMIT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- STABLE_SORT [topK: 100] [$$260(ASC), $$261(ASC), $$226(ASC)]  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- HYBRID_HASH_JOIN [$$238][$$239]  |PARTITIONED|
+                          -- HASH_PARTITION_EXCHANGE [$$238]  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- HYBRID_HASH_JOIN [$$245][$$246]  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$245]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- HYBRID_HASH_JOIN [$$251][$$228]  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$251]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- HYBRID_HASH_JOIN [$$226, $$240][$$227, $$249]  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$226, $$240]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- HYBRID_HASH_JOIN [$$s_i_id][$$226]  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- SORT_GROUP_BY[$$271]  |PARTITIONED|
+                                                                        {
+                                                                          -- AGGREGATE  |LOCAL|
+                                                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                        }
+                                                                  -- HASH_PARTITION_EXCHANGE [$$271]  |PARTITIONED|
+                                                                    -- SORT_GROUP_BY[$$225]  |PARTITIONED|
+                                                                            {
+                                                                              -- AGGREGATE  |LOCAL|
+                                                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                            }
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- HYBRID_HASH_JOIN [$$247][$$256]  |PARTITIONED|
+                                                                              -- HASH_PARTITION_EXCHANGE [$$247]  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- ASSIGN  |PARTITIONED|
+                                                                                    -- ASSIGN  |PARTITIONED|
+                                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                        -- REPLICATE  |PARTITIONED|
+                                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                              -- HASH_PARTITION_EXCHANGE [$$256]  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- HYBRID_HASH_JOIN [$$243][$$255]  |PARTITIONED|
+                                                                                      -- HASH_PARTITION_EXCHANGE [$$243]  |PARTITIONED|
+                                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                                          -- ASSIGN  |PARTITIONED|
+                                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                              -- REPLICATE  |PARTITIONED|
+                                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                      -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                                      -- HASH_PARTITION_EXCHANGE [$$255]  |PARTITIONED|
+                                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                            -- HYBRID_HASH_JOIN [$$241][$$242]  |PARTITIONED|
+                                                                                              -- HASH_PARTITION_EXCHANGE [$$241]  |PARTITIONED|
+                                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                  -- ASSIGN  |PARTITIONED|
+                                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                      -- REPLICATE  |PARTITIONED|
+                                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                              -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                -- REPLICATE  |PARTITIONED|
+                                                                                                  -- HASH_PARTITION_EXCHANGE [$$242]  |PARTITIONED|
+                                                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                      -- STREAM_SELECT  |PARTITIONED|
+                                                                                                        -- ASSIGN  |PARTITIONED|
+                                                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                              -- DATASOURCE_SCAN (test.region)  |PARTITIONED|
+                                                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                              -- HASH_PARTITION_EXCHANGE [$$226]  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- STREAM_SELECT  |PARTITIONED|
+                                                                    -- ASSIGN  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$227, $$249]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                          -- HASH_PARTITION_EXCHANGE [$$228]  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- REPLICATE  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$246]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- REPLICATE  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- REPLICATE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$242]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- STREAM_SELECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- DATASOURCE_SCAN (test.region)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q20.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q20.plan
new file mode 100644
index 0000000..3b04b56
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q20.plan
@@ -0,0 +1,112 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$178(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$178(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- HYBRID_HASH_JOIN [$$172][$$173]  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$172]  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- PRE_CLUSTERED_GROUP_BY[$$164]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- STREAM_SELECT  |LOCAL|
+                                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- STABLE_SORT [$$164(ASC)]  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$164]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$171][$$143]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$171]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$143]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- SORT_GROUP_BY[$$187, $$188, $$189]  |PARTITIONED|
+                                                                {
+                                                                  -- AGGREGATE  |LOCAL|
+                                                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                }
+                                                          -- HASH_PARTITION_EXCHANGE [$$187, $$188, $$189]  |PARTITIONED|
+                                                            -- SORT_GROUP_BY[$$170, $$160, $$161]  |PARTITIONED|
+                                                                    {
+                                                                      -- AGGREGATE  |LOCAL|
+                                                                        -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                    }
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- HYBRID_HASH_JOIN [$$170][$$174]  |PARTITIONED|
+                                                                      -- HASH_PARTITION_EXCHANGE [$$170]  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- PRE_CLUSTERED_GROUP_BY[$$166]  |PARTITIONED|
+                                                                                        {
+                                                                                          -- AGGREGATE  |LOCAL|
+                                                                                            -- STREAM_SELECT  |LOCAL|
+                                                                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                                                                        }
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- STABLE_SORT [$$166(ASC)]  |PARTITIONED|
+                                                                                      -- HASH_PARTITION_EXCHANGE [$$166]  |PARTITIONED|
+                                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                            -- HYBRID_HASH_JOIN [$$170][$$117]  |PARTITIONED|
+                                                                                              -- HASH_PARTITION_EXCHANGE [$$170]  |PARTITIONED|
+                                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                  -- ASSIGN  |PARTITIONED|
+                                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                      -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                                              -- HASH_PARTITION_EXCHANGE [$$117]  |PARTITIONED|
+                                                                                                -- ASSIGN  |PARTITIONED|
+                                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                                                                      -- ASSIGN  |PARTITIONED|
+                                                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                            -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                      -- HASH_PARTITION_EXCHANGE [$$174]  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ASSIGN  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- UNNEST  |PARTITIONED|
+                                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                                      -- ASSIGN  |PARTITIONED|
+                                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                            -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$173]  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q21.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q21.plan
new file mode 100644
index 0000000..6c845e0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q21.plan
@@ -0,0 +1,116 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      -- STREAM_PROJECT  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$su_name(ASC) ]  |PARTITIONED|
+          -- STREAM_PROJECT  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- STREAM_LIMIT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- SORT_GROUP_BY[$$377]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- HASH_PARTITION_EXCHANGE [$$377]  |PARTITIONED|
+                      -- SORT_GROUP_BY[$$su_name]  |PARTITIONED|
+                              {
+                                -- AGGREGATE  |LOCAL|
+                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                              }
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- STREAM_SELECT  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- SORT_GROUP_BY[$$368, $$369, $$370, $$371, $$372, $$373, $$374, $$375]  |PARTITIONED|
+                                          {
+                                            -- AGGREGATE  |LOCAL|
+                                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                          }
+                                    -- HASH_PARTITION_EXCHANGE [$$368, $$369, $$370, $$371, $$372, $$373, $$374, $$375]  |PARTITIONED|
+                                      -- SORT_GROUP_BY[$$330, $$356, $$355, $$332, $$333, $$329, $$328, $$357]  |PARTITIONED|
+                                              {
+                                                -- AGGREGATE  |LOCAL|
+                                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                              }
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- NESTED_LOOP  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- HYBRID_HASH_JOIN [$$329, $$328][$$330, $$340]  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$329, $$328]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- HYBRID_HASH_JOIN [$$333][$$344]  |PARTITIONED|
+                                                                -- HASH_PARTITION_EXCHANGE [$$333]  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- HYBRID_HASH_JOIN [$$332][$$343]  |PARTITIONED|
+                                                                        -- HASH_PARTITION_EXCHANGE [$$332]  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- STREAM_SELECT  |PARTITIONED|
+                                                                              -- ASSIGN  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                        -- HASH_PARTITION_EXCHANGE [$$343]  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ASSIGN  |PARTITIONED|
+                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                -- HASH_PARTITION_EXCHANGE [$$344]  |PARTITIONED|
+                                                                  -- ASSIGN  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$330, $$340]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- STREAM_SELECT  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- UNNEST  |PARTITIONED|
+                                                                      -- STREAM_SELECT  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ASSIGN  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- REPLICATE  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- UNNEST  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- STREAM_SELECT  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ASSIGN  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- REPLICATE  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q22.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q22.plan
new file mode 100644
index 0000000..19a82f7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q22.plan
@@ -0,0 +1,110 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$#1(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$168]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$168]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$136]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- STREAM_SELECT  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- SORT_GROUP_BY[$$165]  |PARTITIONED|
+                                      {
+                                        -- AGGREGATE  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                      }
+                                -- HASH_PARTITION_EXCHANGE [$$165]  |PARTITIONED|
+                                  -- PRE_CLUSTERED_GROUP_BY[$$160]  |PARTITIONED|
+                                          {
+                                            -- AGGREGATE  |LOCAL|
+                                              -- STREAM_SELECT  |LOCAL|
+                                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                          }
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STABLE_SORT [$$160(ASC)]  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- HYBRID_HASH_JOIN [$$149, $$151, $$153][$$148, $$150, $$152]  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$149, $$151, $$153]  |PARTITIONED|
+                                                  -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- NESTED_LOOP  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- HYBRID_HASH_JOIN [$$79][$$141]  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ASSIGN  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- REPLICATE  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- REPLICATE  |PARTITIONED|
+                                                                            -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                              -- UNNEST  |UNPARTITIONED|
+                                                                                -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
+                                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |UNPARTITIONED|
+                                                              -- ASSIGN  |UNPARTITIONED|
+                                                                -- AGGREGATE  |UNPARTITIONED|
+                                                                  -- AGGREGATE  |UNPARTITIONED|
+                                                                    -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                                      -- AGGREGATE  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- HYBRID_HASH_JOIN [$$87][$$142]  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- ASSIGN  |PARTITIONED|
+                                                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                                                      -- ASSIGN  |PARTITIONED|
+                                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                          -- REPLICATE  |PARTITIONED|
+                                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                  -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- REPLICATE  |PARTITIONED|
+                                                                                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                                    -- UNNEST  |UNPARTITIONED|
+                                                                                      -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$148, $$150, $$152]  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- STREAM_SELECT  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q3.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q3.plan
new file mode 100644
index 0000000..a2ffaea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q3.plan
@@ -0,0 +1,56 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$204(DESC), $$o_entry_d(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$204(DESC), $$o_entry_d(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- SORT_GROUP_BY[$$211, $$212, $$213, $$214]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- HASH_PARTITION_EXCHANGE [$$211, $$212, $$213, $$214]  |PARTITIONED|
+                  -- SORT_GROUP_BY[$$206, $$188, $$189, $$190]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$188, $$189, $$206][$$201, $$202, $$203]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$188, $$189, $$206]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- UNNEST  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- HYBRID_HASH_JOIN [$$198, $$188, $$189][$$197, $$199, $$200]  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$198, $$188, $$189]  |PARTITIONED|
+                                              -- STREAM_SELECT  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                            -- HASH_PARTITION_EXCHANGE [$$197, $$199, $$200]  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- STREAM_SELECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$201, $$202, $$203]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.neworder)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q4.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q4.plan
new file mode 100644
index 0000000..5818a43
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q4.plan
@@ -0,0 +1,36 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$o_ol_cnt(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$77]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$77]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$68]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- SUBPLAN  |PARTITIONED|
+                                {
+                                  -- AGGREGATE  |LOCAL|
+                                    -- STREAM_SELECT  |LOCAL|
+                                      -- ASSIGN  |LOCAL|
+                                        -- UNNEST  |LOCAL|
+                                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                }
+                          -- STREAM_SELECT  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q5.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q5.plan
new file mode 100644
index 0000000..30ae23f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q5.plan
@@ -0,0 +1,98 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$#2(DESC) ]  |PARTITIONED|
+          -- STABLE_SORT [$#2(DESC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- SORT_GROUP_BY[$$277]  |PARTITIONED|
+                            {
+                              -- AGGREGATE  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                            }
+                      -- HASH_PARTITION_EXCHANGE [$$277]  |PARTITIONED|
+                        -- SORT_GROUP_BY[$$261]  |PARTITIONED|
+                                {
+                                  -- AGGREGATE  |LOCAL|
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                }
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- HYBRID_HASH_JOIN [$$260, $$254][$$252, $$255]  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$260, $$254]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- HYBRID_HASH_JOIN [$$231, $$232][$$240, $$267]  |PARTITIONED|
+                                              -- HASH_PARTITION_EXCHANGE [$$231, $$232]  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                              -- HASH_PARTITION_EXCHANGE [$$240, $$267]  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- HYBRID_HASH_JOIN [$$246, $$240, $$249][$$262, $$263, $$264]  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$246, $$240, $$249]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- UNNEST  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- STREAM_SELECT  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                      -- HASH_PARTITION_EXCHANGE [$$262, $$263, $$264]  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- HYBRID_HASH_JOIN [$$244][$$260]  |PARTITIONED|
+                                                              -- HASH_PARTITION_EXCHANGE [$$244]  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ASSIGN  |PARTITIONED|
+                                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                              -- HASH_PARTITION_EXCHANGE [$$260]  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- HYBRID_HASH_JOIN [$$242][$$243]  |PARTITIONED|
+                                                                      -- HASH_PARTITION_EXCHANGE [$$242]  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ASSIGN  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                      -- HASH_PARTITION_EXCHANGE [$$243]  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                                            -- ASSIGN  |PARTITIONED|
+                                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- DATASOURCE_SCAN (test.region)  |PARTITIONED|
+                                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- HASH_PARTITION_EXCHANGE [$$252, $$255]  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q6.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q6.plan
new file mode 100644
index 0000000..3b05b97
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q6.plan
@@ -0,0 +1,20 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- UNNEST  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q7.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q7.plan
new file mode 100644
index 0000000..4572727
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q7.plan
@@ -0,0 +1,102 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$su_nationkey(ASC), $#1(ASC), $#2(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$310, $$311, $$312]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$310, $$311, $$312]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$262, $$258, $$259]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$288, $$284][$$262, $$285]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$288, $$284]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$260, $$261][$$295, $$296]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$260, $$261]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$295, $$296]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- HYBRID_HASH_JOIN [$$276, $$278, $$280][$$290, $$291, $$292]  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$276, $$278, $$280]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- UNNEST  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$290, $$291, $$292]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- HYBRID_HASH_JOIN [$$273][$$289]  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$273]  |PARTITIONED|
+                                                          -- ASSIGN  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$289]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- NESTED_LOOP  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ASSIGN  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- REPLICATE  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ASSIGN  |PARTITIONED|
+                                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$262, $$285]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q8.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q8.plan
new file mode 100644
index 0000000..3c62aa7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q8.plan
@@ -0,0 +1,128 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$#1(ASC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$333]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$333]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$278]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$304][$$325]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$304]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$280, $$279][$$290, $$320]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$280, $$279]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$290, $$320]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- HYBRID_HASH_JOIN [$$297, $$299, $$301][$$317, $$318, $$316]  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$297, $$299, $$301]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- HYBRID_HASH_JOIN [$$290][$$308]  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$290]  |PARTITIONED|
+                                                          -- STREAM_SELECT  |PARTITIONED|
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- UNNEST  |PARTITIONED|
+                                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$308]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- STREAM_SELECT  |PARTITIONED|
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$317, $$318, $$316]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- HYBRID_HASH_JOIN [$$295][$$315]  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$295]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ASSIGN  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (test.customer)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- HASH_PARTITION_EXCHANGE [$$315]  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                              -- HYBRID_HASH_JOIN [$$292][$$293]  |PARTITIONED|
+                                                                -- HASH_PARTITION_EXCHANGE [$$292]  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- ASSIGN  |PARTITIONED|
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        -- REPLICATE  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                                -- HASH_PARTITION_EXCHANGE [$$293]  |PARTITIONED|
+                                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                                      -- ASSIGN  |PARTITIONED|
+                                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                            -- DATASOURCE_SCAN (test.region)  |PARTITIONED|
+                                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$325]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- HYBRID_HASH_JOIN [$$309][$$310]  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$309]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$310]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- REPLICATE  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q9.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q9.plan
new file mode 100644
index 0000000..97037d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/ch2/ch2_q9.plan
@@ -0,0 +1,81 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$n_name(ASC), $#1(DESC) ]  |PARTITIONED|
+          -- SORT_GROUP_BY[$$217, $$218]  |PARTITIONED|
+                  {
+                    -- AGGREGATE  |LOCAL|
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                  }
+            -- HASH_PARTITION_EXCHANGE [$$217, $$218]  |PARTITIONED|
+              -- SORT_GROUP_BY[$$213, $$186]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ASSIGN  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- HYBRID_HASH_JOIN [$$198][$$212]  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$198]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- HYBRID_HASH_JOIN [$$188, $$187][$$194, $$205]  |PARTITIONED|
+                                        -- HASH_PARTITION_EXCHANGE [$$188]  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.stock)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- HYBRID_HASH_JOIN [$$194][$$195]  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$194]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ASSIGN  |PARTITIONED|
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        -- UNNEST  |PARTITIONED|
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            -- ASSIGN  |PARTITIONED|
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- DATASOURCE_SCAN (test.orders)  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                -- HASH_PARTITION_EXCHANGE [$$195]  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- STREAM_SELECT  |PARTITIONED|
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- DATASOURCE_SCAN (test.item)  |PARTITIONED|
+                                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- HASH_PARTITION_EXCHANGE [$$212]  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- HYBRID_HASH_JOIN [$$201][$$202]  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$201]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- DATASOURCE_SCAN (test.supplier)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- HASH_PARTITION_EXCHANGE [$$202]  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- DATASOURCE_SCAN (test.nation)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_0.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_0.plan
index 35fdc41..ece21bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_0.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_0.plan
@@ -1,25 +1,53 @@
 -- DISTRIBUTE_RESULT  |PARTITIONED|
   -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    -- STREAM_PROJECT  |PARTITIONED|
-      -- ASSIGN  |PARTITIONED|
+    -- UNION_ALL  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
         -- STREAM_PROJECT  |PARTITIONED|
-          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-            -- NESTED_LOOP  |PARTITIONED|
-              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          -- ASSIGN  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
                 -- STREAM_PROJECT  |PARTITIONED|
-                  -- STREAM_SELECT  |PARTITIONED|
-                    -- ASSIGN  |PARTITIONED|
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          -- DATASOURCE_SCAN (test.KVStore)  |PARTITIONED|
-                            -- BROADCAST_EXCHANGE  |PARTITIONED|
-                              -- ASSIGN  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-              -- BROADCAST_EXCHANGE  |PARTITIONED|
-                -- STREAM_PROJECT  |PARTITIONED|
-                  -- ASSIGN  |PARTITIONED|
-                    -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- BTREE_SEARCH (test.OfficerLocations.OfficerLocations)  |PARTITIONED|
                       -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                        -- DATASOURCE_SCAN (test.OfficerLocations)  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- SPLIT  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- RTREE_SEARCH (test.OfficerLocations.o_location)  |PARTITIONED|
+                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- STREAM_SELECT  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- DATASOURCE_SCAN (test.KVStore)  |PARTITIONED|
+                                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- ASSIGN  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- SPLIT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- RTREE_SEARCH (test.OfficerLocations.o_location)  |PARTITIONED|
+                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- ASSIGN  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- STREAM_SELECT  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- DATASOURCE_SCAN (test.KVStore)  |PARTITIONED|
+                                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_1.plan
index 35fdc41..aa7008a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_1.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/filter_on_meta_with_idx_1.plan
@@ -6,9 +6,9 @@
           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
             -- NESTED_LOOP  |PARTITIONED|
               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                -- STREAM_PROJECT  |PARTITIONED|
-                  -- STREAM_SELECT  |PARTITIONED|
-                    -- ASSIGN  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- STREAM_SELECT  |PARTITIONED|
                       -- STREAM_PROJECT  |PARTITIONED|
                         -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
                           -- DATASOURCE_SCAN (test.KVStore)  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/inner_right_corr.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/inner_right_corr.plan
new file mode 100644
index 0000000..37c3434
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/inner_right_corr.plan
@@ -0,0 +1,53 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- PRE_CLUSTERED_GROUP_BY[$$71]  |PARTITIONED|
+                    {
+                      -- AGGREGATE  |LOCAL|
+                        -- AGGREGATE  |LOCAL|
+                          -- STREAM_SELECT  |LOCAL|
+                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                    }
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- HYBRID_HASH_JOIN [$$71][$$87]  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN (test.t1)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      -- HASH_PARTITION_EXCHANGE [$$87]  |PARTITIONED|
+                        -- ASSIGN  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- UNNEST  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- SUBPLAN  |PARTITIONED|
+                                        {
+                                          -- AGGREGATE  |LOCAL|
+                                            -- STREAM_SELECT  |LOCAL|
+                                              -- ASSIGN  |LOCAL|
+                                                -- UNNEST  |LOCAL|
+                                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                        }
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- NESTED_LOOP  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- DATASOURCE_SCAN (test.t1)  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                      -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ASSIGN  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- DATASOURCE_SCAN (test.t2)  |PARTITIONED|
+                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/query-ASTERIXDB-2986.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/query-ASTERIXDB-2986.plan
new file mode 100644
index 0000000..4bbdb3e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/joins/query-ASTERIXDB-2986.plan
@@ -0,0 +1,39 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- NESTED_LOOP  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- HYBRID_HASH_JOIN [$$78][$$77]  |PARTITIONED|
+                              -- HASH_PARTITION_EXCHANGE [$$78]  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test1.orders)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                              -- HASH_PARTITION_EXCHANGE [$$77]  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN (test1.lineitem)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN (test1.customer)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/leftouterjoin/query-ASTERIXDB-2988.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/leftouterjoin/query-ASTERIXDB-2988.plan
new file mode 100644
index 0000000..96fbf3a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/leftouterjoin/query-ASTERIXDB-2988.plan
@@ -0,0 +1,20 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- SORT_MERGE_EXCHANGE [$$r1(ASC) ]  |PARTITIONED|
+          -- STABLE_SORT [$$r1(ASC)]  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- STREAM_PROJECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- HYBRID_HASH_JOIN [$$r1][$$32]  |PARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$r1]  |PARTITIONED|
+                      -- UNNEST  |UNPARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
+                    -- HASH_PARTITION_EXCHANGE [$$32]  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.plan
index de7d951..a33f232 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/01.plan
@@ -3,19 +3,20 @@
     -- STREAM_PROJECT  |PARTITIONED|
       -- ASSIGN  |PARTITIONED|
         -- STREAM_PROJECT  |PARTITIONED|
-          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-            -- HYBRID_HASH_JOIN [$$33][$$34]  |PARTITIONED|
-              -- HASH_PARTITION_EXCHANGE [$$33]  |PARTITIONED|
-                -- ASSIGN  |PARTITIONED|
-                  -- STREAM_PROJECT  |PARTITIONED|
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-              -- HASH_PARTITION_EXCHANGE [$$34]  |PARTITIONED|
-                -- ASSIGN  |PARTITIONED|
-                  -- STREAM_PROJECT  |PARTITIONED|
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      -- DATASOURCE_SCAN (test.ds2)  |PARTITIONED|
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH (test.ds2.ds2)  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STABLE_SORT [$$40(ASC)]  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (test.ds2.idx)  |PARTITIONED|
+                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.plan
index de7d951..347599b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/02.plan
@@ -3,19 +3,20 @@
     -- STREAM_PROJECT  |PARTITIONED|
       -- ASSIGN  |PARTITIONED|
         -- STREAM_PROJECT  |PARTITIONED|
-          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-            -- HYBRID_HASH_JOIN [$$33][$$34]  |PARTITIONED|
-              -- HASH_PARTITION_EXCHANGE [$$33]  |PARTITIONED|
-                -- ASSIGN  |PARTITIONED|
-                  -- STREAM_PROJECT  |PARTITIONED|
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-              -- HASH_PARTITION_EXCHANGE [$$34]  |PARTITIONED|
-                -- ASSIGN  |PARTITIONED|
-                  -- STREAM_PROJECT  |PARTITIONED|
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      -- DATASOURCE_SCAN (test.ds2)  |PARTITIONED|
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- STREAM_PROJECT  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH (test.ds2.ds2)  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STABLE_SORT [$$41(ASC)]  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (test.ds2.idx)  |PARTITIONED|
+                              -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.plan
index 97401bb..4eb7b4f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/06.plan
@@ -6,25 +6,26 @@
           -- STABLE_SORT [$$46(ASC), $$47(ASC)]  |PARTITIONED|
             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
               -- STREAM_PROJECT  |PARTITIONED|
-                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  -- HYBRID_HASH_JOIN [$$43][$$44]  |PARTITIONED|
-                    -- HASH_PARTITION_EXCHANGE [$$43]  |PARTITIONED|
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        -- ASSIGN  |PARTITIONED|
-                          -- STREAM_PROJECT  |PARTITIONED|
-                            -- ASSIGN  |PARTITIONED|
-                              -- STREAM_PROJECT  |PARTITIONED|
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  -- DATASOURCE_SCAN (test.TestOpen1)  |PARTITIONED|
-                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-                    -- HASH_PARTITION_EXCHANGE [$$44]  |PARTITIONED|
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        -- ASSIGN  |PARTITIONED|
-                          -- STREAM_PROJECT  |PARTITIONED|
-                            -- ASSIGN  |PARTITIONED|
-                              -- STREAM_PROJECT  |PARTITIONED|
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  -- DATASOURCE_SCAN (test.TestOpen2)  |PARTITIONED|
-                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen2.TestOpen2)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen2.idx_t2_s)  |PARTITIONED|
+                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.TestOpen1)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.plan
index 97401bb..6ecffbf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index-join/non-enforced-composite-key-equi-join/07.plan
@@ -6,25 +6,26 @@
           -- STABLE_SORT [$$46(ASC), $$47(ASC)]  |PARTITIONED|
             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
               -- STREAM_PROJECT  |PARTITIONED|
-                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  -- HYBRID_HASH_JOIN [$$43][$$44]  |PARTITIONED|
-                    -- HASH_PARTITION_EXCHANGE [$$43]  |PARTITIONED|
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        -- ASSIGN  |PARTITIONED|
-                          -- STREAM_PROJECT  |PARTITIONED|
-                            -- ASSIGN  |PARTITIONED|
-                              -- STREAM_PROJECT  |PARTITIONED|
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  -- DATASOURCE_SCAN (test.TestOpen1)  |PARTITIONED|
-                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-                    -- HASH_PARTITION_EXCHANGE [$$44]  |PARTITIONED|
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        -- ASSIGN  |PARTITIONED|
-                          -- STREAM_PROJECT  |PARTITIONED|
-                            -- ASSIGN  |PARTITIONED|
-                              -- STREAM_PROJECT  |PARTITIONED|
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  -- DATASOURCE_SCAN (test.TestOpen2)  |PARTITIONED|
-                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                -- STREAM_SELECT  |PARTITIONED|
+                  -- ASSIGN  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ASSIGN  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen2.TestOpen2)  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STABLE_SORT [$$54(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen2.idx_t2_i64)  |PARTITIONED|
+                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                        -- DATASOURCE_SCAN (test.TestOpen1)  |PARTITIONED|
+                                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/01.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/01.plan
index 5454dab..2ac8171 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/01.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/01.plan
@@ -3,6 +3,13 @@
     -- STREAM_SELECT  |PARTITIONED|
       -- STREAM_PROJECT  |PARTITIONED|
         -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-          -- DATASOURCE_SCAN (test.testdst)  |PARTITIONED|
+          -- BTREE_SEARCH (test.testdst.testdst)  |PARTITIONED|
             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+              -- STABLE_SORT [$$21(ASC)]  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (test.testdst.sec_Idx)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/02.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/02.plan
index 5454dab..0746bd8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/02.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/02.plan
@@ -3,6 +3,13 @@
     -- STREAM_SELECT  |PARTITIONED|
       -- STREAM_PROJECT  |PARTITIONED|
         -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-          -- DATASOURCE_SCAN (test.testdst)  |PARTITIONED|
+          -- BTREE_SEARCH (test.testdst.testdst)  |PARTITIONED|
             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+              -- STABLE_SORT [$$24(ASC)]  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- BTREE_SEARCH (test.testdst.sec_Idx)  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/03.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/03.plan
index d874441..13f9dcf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/03.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/03.plan
@@ -10,6 +10,13 @@
                   -- ASSIGN  |PARTITIONED|
                     -- STREAM_PROJECT  |PARTITIONED|
                       -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                        -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                        -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                            -- STABLE_SORT [$$28(ASC)]  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- BTREE_SEARCH (test.TestOpen.idx_i64)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/04.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/04.plan
index 58cd521..ceb8921 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/04.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/04.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$31(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_s)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/05.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/05.plan
index 58cd521..2cf4812 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/05.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/05.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$31(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_i64)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/06.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/06.plan
index 58cd521..a63d87f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/06.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/06.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_i64)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/07.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/07.plan
index 58cd521..a63d87f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/07.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/07.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_i64)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/08.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/08.plan
index 58cd521..ef289a4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/08.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/08.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_i8)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/09.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/09.plan
index 58cd521..ef289a4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/09.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/09.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_i8)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/10.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/10.plan
index 58cd521..c3e596b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/10.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/10.plan
@@ -12,6 +12,13 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STREAM_PROJECT  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- BTREE_SEARCH (test.TestOpen.idx_d)  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/11.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/11.plan
index bbd2dba..7fb98d3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/11.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/11.plan
@@ -13,6 +13,13 @@
                         -- ASSIGN  |PARTITIONED|
                           -- STREAM_PROJECT  |PARTITIONED|
                             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                              -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                              -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                                 -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- STABLE_SORT [$$36(ASC)]  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- BTREE_SEARCH (test.TestOpen.idx_i8)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- ASSIGN  |PARTITIONED|
+                                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/12.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/12.plan
index fde8db4..fcc0784 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/12.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/nested-open-index/btree-index/non-enforced-composite-key/12.plan
@@ -12,6 +12,24 @@
                       -- ASSIGN  |PARTITIONED|
                         -- STREAM_PROJECT  |PARTITIONED|
                           -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+                            -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                               -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- INTERSECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$35(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (test.TestOpen.idx_3)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- STABLE_SORT [$$39(ASC)]  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- STREAM_PROJECT  |PARTITIONED|
+                                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                            -- BTREE_SEARCH (test.TestOpen.idx_4)  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.plan
index f1a1616..b266aa8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.plan
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/open-index-non-enforced/btree-composite-key-non-enforced/btree-composite-key-non-enforced-03.plan
@@ -5,6 +5,13 @@
         -- ASSIGN  |PARTITIONED|
           -- STREAM_PROJECT  |PARTITIONED|
             -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-              -- DATASOURCE_SCAN (test.TestOpen)  |PARTITIONED|
+              -- BTREE_SEARCH (test.TestOpen.TestOpen)  |PARTITIONED|
                 -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                  -- STABLE_SORT [$$27(ASC)]  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- BTREE_SEARCH (test.TestOpen.idx_xyz)  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/orderby-nulls-first-last.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/orderby-nulls-first-last.plan
new file mode 100644
index 0000000..fe5e86f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/orderby-nulls-first-last.plan
@@ -0,0 +1,13 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$14(ASC), $$17(ASC), $$15(DESC), $$18(DESC) ]  |PARTITIONED|
+        -- STABLE_SORT [$$14(ASC), $$17(ASC), $$15(DESC), $$18(DESC)]  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- ASSIGN  |PARTITIONED|
+                -- STREAM_PROJECT  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- DATASOURCE_SCAN (test.data)  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_dynamic_partitioning.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_dynamic_partitioning.plan
new file mode 100644
index 0000000..ce4f736
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_dynamic_partitioning.plan
@@ -0,0 +1,156 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- NESTED_LOOP  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- SPATIAL_JOIN [$$60, $$49] [$$61, $$50]  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STABLE_SORT [$$60(ASC), $$49(ASC)]  |PARTITIONED|
+                          -- HASH_PARTITION_EXCHANGE [$$60]  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- UNNEST  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- NESTED_LOOP  |PARTITIONED|
+                                    -- RANDOM_PARTITION_EXCHANGE  |PARTITIONED|
+                                      -- REPLICATE  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                            -- REPLICATE  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                      -- NESTED_LOOP  |UNPARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                          -- AGGREGATE  |UNPARTITIONED|
+                                                            -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                              -- AGGREGATE  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                          -- AGGREGATE  |UNPARTITIONED|
+                                                            -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                              -- AGGREGATE  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STABLE_SORT [$$61(ASC), $$50(ASC)]  |PARTITIONED|
+                          -- HASH_PARTITION_EXCHANGE [$$61]  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- UNNEST  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  -- NESTED_LOOP  |PARTITIONED|
+                                    -- RANDOM_PARTITION_EXCHANGE  |PARTITIONED|
+                                      -- REPLICATE  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- STREAM_PROJECT  |PARTITIONED|
+                                            -- ASSIGN  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                  -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ASSIGN  |PARTITIONED|
+                                          -- BROADCAST_EXCHANGE  |PARTITIONED|
+                                            -- REPLICATE  |PARTITIONED|
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                -- STREAM_PROJECT  |PARTITIONED|
+                                                  -- ASSIGN  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                      -- NESTED_LOOP  |UNPARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                          -- AGGREGATE  |UNPARTITIONED|
+                                                            -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                              -- AGGREGATE  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                                          -- AGGREGATE  |UNPARTITIONED|
+                                                            -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                                              -- AGGREGATE  |PARTITIONED|
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  -- REPLICATE  |PARTITIONED|
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                                        -- ASSIGN  |PARTITIONED|
+                                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                              -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                  -- BROADCAST_EXCHANGE  |PARTITIONED|
+                    -- REPLICATE  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ASSIGN  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                              -- NESTED_LOOP  |UNPARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                  -- AGGREGATE  |UNPARTITIONED|
+                                    -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                      -- AGGREGATE  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- REPLICATE  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                                  -- AGGREGATE  |UNPARTITIONED|
+                                    -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+                                      -- AGGREGATE  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- REPLICATE  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                -- ASSIGN  |PARTITIONED|
+                                                  -- STREAM_PROJECT  |PARTITIONED|
+                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                      -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_static_partitioning.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_static_partitioning.plan
new file mode 100644
index 0000000..ce2f6e6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/spatial_intersect_static_partitioning.plan
@@ -0,0 +1,32 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- SPATIAL_JOIN [$$53, $$49] [$$54, $$50]  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$53(ASC), $$49(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$53]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$54(ASC), $$50(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$54]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_distance_static_partitioning.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_distance_static_partitioning.plan
new file mode 100644
index 0000000..25546ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_distance_static_partitioning.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- SPATIAL_JOIN [$$61, $$56] [$$62, $$57]  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$61(ASC), $$56(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$61]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$62(ASC), $$57(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$62]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_intersects_static_partitioning.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_intersects_static_partitioning.plan
new file mode 100644
index 0000000..43d8da6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/spatial_join/st_intersects_static_partitioning.plan
@@ -0,0 +1,34 @@
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      -- ASSIGN  |UNPARTITIONED|
+        -- AGGREGATE  |UNPARTITIONED|
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            -- AGGREGATE  |PARTITIONED|
+              -- STREAM_SELECT  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  -- SPATIAL_JOIN [$$55, $$52] [$$56, $$53]  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$55(ASC), $$52(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$55]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.ParkSet)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$56(ASC), $$53(ASC)]  |PARTITIONED|
+                        -- HASH_PARTITION_EXCHANGE [$$56]  |PARTITIONED|
+                          -- UNNEST  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- STREAM_PROJECT  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      -- DATASOURCE_SCAN (test.LakeSet)  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/subquery/query-ASTERIXDB-3006.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/subquery/query-ASTERIXDB-3006.plan
new file mode 100644
index 0000000..dfaa310
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/subquery/query-ASTERIXDB-3006.plan
@@ -0,0 +1,41 @@
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$55(ASC) ]  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- SORT_GROUP_BY[$$65]  |PARTITIONED|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- HASH_PARTITION_EXCHANGE [$$65]  |PARTITIONED|
+                  -- PRE_CLUSTERED_GROUP_BY[$$46]  |PARTITIONED|
+                          {
+                            -- AGGREGATE  |LOCAL|
+                              -- STREAM_SELECT  |LOCAL|
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                          }
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STABLE_SORT [$$46(ASC)]  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- HYBRID_HASH_JOIN [$$b][$$48]  |PARTITIONED|
+                                -- HASH_PARTITION_EXCHANGE [$$b]  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- UNNEST  |PARTITIONED|
+                                      -- ASSIGN  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN (test.ds1)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                -- HASH_PARTITION_EXCHANGE [$$48]  |PARTITIONED|
+                                  -- STREAM_PROJECT  |PARTITIONED|
+                                    -- ASSIGN  |PARTITIONED|
+                                      -- STREAM_PROJECT  |PARTITIONED|
+                                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                          -- DATASOURCE_SCAN (test.ds2)  |PARTITIONED|
+                                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results/window/win_opt_02/win_opt_02_1.plan b/asterixdb/asterix-app/src/test/resources/optimizerts/results/window/win_opt_02/win_opt_02_1.plan
new file mode 100644
index 0000000..931e417
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results/window/win_opt_02/win_opt_02_1.plan
@@ -0,0 +1,23 @@
+-- DISTRIBUTE_RESULT  |LOCAL|
+  -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+    -- STREAM_PROJECT  |LOCAL|
+      -- ASSIGN  |LOCAL|
+        -- STREAM_PROJECT  |LOCAL|
+          -- ASSIGN  |LOCAL|
+            -- STREAM_PROJECT  |LOCAL|
+              -- WINDOW  |LOCAL|
+                      {
+                        -- AGGREGATE  |LOCAL|
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                      }
+                -- WINDOW  |LOCAL|
+                        {
+                          -- AGGREGATE  |LOCAL|
+                            -- NESTED_TUPLE_SOURCE  |LOCAL|
+                        }
+                  -- WINDOW_STREAM  |LOCAL|
+                    -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                      -- STABLE_SORT [$$r(ASC)]  |LOCAL|
+                        -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+                          -- UNNEST  |UNPARTITIONED|
+                            -- EMPTY_TUPLE_SOURCE  |UNPARTITIONED|
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
index d3c5a2c..d474d69 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
index 6a10149..363ae33 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_01.ast
index 5b100e0..c7c9ec0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_01.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_02.ast
index 3de3b5e..1cf13e7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_02.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_03.ast
index 9950cbb..f62139b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-join_03.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.ast
index 7650cff..0ab184c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_01.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.ast
index 3a38cb9..724c8b1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_02.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.ast
index eb17fc3..88f961a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_03.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.ast
index 1958182..41bc6ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_04.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.ast
index c6c02b1..5328535 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_05.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.ast
index f3b85dd..01e2c9f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-composite-key-prefix-join_06.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[fname], [lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-multipred.ast
index dff4049..9047b4c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-multipred.ast
@@ -31,7 +31,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Orders(OrderType) partitioned by [[oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_01.ast
index 85ce2d6..9f2b831 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join-neg_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_02.ast
index db8b535..831a0a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join-neg_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join-neg_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_01.ast
index 9fbb8f1..9f2b831 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_02.ast
index dd2d5c0..831a0a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_03.ast
index 72ee37b..9c149c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_03.ast
@@ -31,7 +31,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Orders(OrderType) partitioned by [[oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_04.ast
index 2bbf27f..d967ba8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_04.ast
@@ -31,7 +31,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Orders(OrderType) partitioned by [[oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_05.ast
index c02a153..08bc286 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-equi-join_05.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_01.ast
index e99a722..846b36a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-ge-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_02.ast
index 968d0ce..0b93430 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-ge-join_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-ge-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_01.ast
index aaa16a4..a51fded 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-gt-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_02.ast
index 53c60ed..1569d25 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-gt-join_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-gt-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_01.ast
index 7c6cd3d..02aa711 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-le-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_02.ast
index d97a727..6f1b1bf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-le-join_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-le-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_01.ast
index 9a305b6..c1e4a99 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_01.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-lt-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_02.ast
index ae4c9ed..2638b81 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/primary-lt-join_02.ast
@@ -8,7 +8,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-lt-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multiindex.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multiindex.ast
index 0ce7de3..5b48307 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multiindex.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multiindex.ast
@@ -33,7 +33,6 @@
 ]
 DatasetDecl FacebookUsers(FacebookUserType) partitioned by [[id]]
 DatasetDecl FacebookMessages(FacebookMessageType) partitioned by [[message-id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multiindex.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multipred.ast
index c5348a5..de170a1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join-multipred.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_01.ast
index abf836a..ab3cac7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_02.ast
index 4ca8e3e..ab3cac7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_03.ast
index de6ec10..33c0c44 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index-join/secondary-equi-join_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-01.ast
index a110598..17471bc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-01.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-01.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-02.ast
index 8bd4191..e2c2783 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-02.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-02.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-03.ast
index b17aba4..78fd05e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-03.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-03.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-04.ast
index 0c5b0b8..99240d6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-04.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-04.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-05.ast
index 6f2636a..bed0a4e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-05.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-05.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-06.ast
index 8f62e88..eb39bb7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-06.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-06.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-07.ast
index 79b8f81..7e9d89f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-07.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-07.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-08.ast
index 6186d45..e56818d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-08.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-08.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-09.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-09.ast
index b4d23a1..30d05df 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-09.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-09.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-09.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-10.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-10.ast
index ec74a73..a0f482e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-10.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-10.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-10.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-11.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-11.ast
index d77d307..7bebb27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-11.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-11.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-11.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-12.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-12.ast
index d32d25f..767f4e2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-12.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-12.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-12.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-13.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-13.ast
index a88694a..786c79c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-13.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-13.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-13.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-14.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-14.ast
index fe8f3c2..f82c985 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-14.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-14.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-14.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-15.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-15.ast
index e0a006d..3910eee 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-15.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-15.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-15.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-16.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-16.ast
index ec18343..c409193 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-16.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-16.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-16.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-17.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-17.ast
index c6fc17b..359ba26 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-17.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-17.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-17.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-18.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-18.ast
index 291caac..fb3af80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-18.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-18.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-18.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-19.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-19.ast
index 3cdfc00..782601e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-19.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-19.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-19.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-20.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-20.ast
index e75f875..9fa09f0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-20.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-20.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-20.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-21.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-21.ast
index 991ad2b..34bd3f4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-21.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-21.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-21.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-22.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-22.ast
index 9ae6cbf..ef0139a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-22.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-22.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-22.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-23.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-23.ast
index 6e59c20..b7788be 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-23.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-23.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-23.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-24.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-24.ast
index f595f46..f505e50 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-24.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-24.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-24.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-25.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-25.ast
index 1b35152..34fb938 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-25.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-25.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-25.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-26.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-26.ast
index 292ab52..900ec9e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-26.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-26.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-26.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-27.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-27.ast
index ea45444..1f40938 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-27.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-27.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-27.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-28.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-28.ast
index d136685..784f268 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-28.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-28.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-28.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-29.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-29.ast
index 8d12bf4..4f8161e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-29.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-29.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-29.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-30.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-30.ast
index 1d6ab85..ca3bbe4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-30.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-30.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-30.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-31.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-31.ast
index 2c1ac84..e5076ac 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-31.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-31.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-31.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-32.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-32.ast
index 6ddf16a..d829dc4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-32.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-primary-32.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-32.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-33.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-33.ast
index 501128f..30228b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-33.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-33.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-33.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-34.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-34.ast
index 03744ba..3729451 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-34.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-34.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-34.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-35.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-35.ast
index bd3d2a6..166bcaf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-35.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-35.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-35.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-36.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-36.ast
index ae541cd..2020c60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-36.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-36.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-36.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-37.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-37.ast
index 9836775..0dc6f6d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-37.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-37.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-37.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-38.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-38.ast
index def5c12..776acc1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-38.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-38.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-38.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-39.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-39.ast
index 15aa892..0e9d9fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-39.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-39.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-39.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-40.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-40.ast
index bf3f516..c59949e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-40.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-40.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-40.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-41.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-41.ast
index 1917d14..6b50630 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-41.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-41.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-41.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-42.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-42.ast
index 18dc951..ca05e12 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-42.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-42.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-42.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-43.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-43.ast
index 4ab44cb..4fcbeac 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-43.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-43.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-43.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-44.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-44.ast
index 7d3ec46..59976d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-44.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-44.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-44.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-45.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-45.ast
index 09aebbb..77a88c3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-45.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-45.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-45.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-46.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-46.ast
index 19c187a..02fad35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-46.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-46.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-46.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-47.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-47.ast
index b0bd64d..35bac34 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-47.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-47.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-47.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-48.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-48.ast
index f7dd2f5..209cb66 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-48.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-48.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-48.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-49.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-49.ast
index 463d7b1..8ae2266 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-49.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-49.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-49.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-50.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-50.ast
index 5aa1c6d..594d0fd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-50.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-50.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-50.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-51.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-51.ast
index e5207d6..7df21f9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-51.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-51.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-51.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-52.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-52.ast
index e49bdf3..28c473f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-52.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-52.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-52.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-53.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-53.ast
index 1b9bfb2..a2d8593 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-53.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-53.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-53.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-54.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-54.ast
index 75ad1ec..d407ed5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-54.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-54.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-54.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-55.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-55.ast
index 7b18229..01bb11f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-55.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-55.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-55.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-56.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-56.ast
index 94ef3cc..74cfe0f1b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-56.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-56.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-56.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-57.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-57.ast
index 7d2d833..bc86292 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-57.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-57.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-58.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-58.ast
index 7425220..bd7babb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-58.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-58.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-58.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-59.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-59.ast
index 9b272f2..fa4a469 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-59.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-59.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-59.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-60.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-60.ast
index d367499..d567695 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-60.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-60.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-60.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-61.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-61.ast
index 329f7a2..be2f9a7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-61.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-61.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-61.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-62.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-62.ast
index 52d7a34..1b2e2c3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-62.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-62.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-62.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-63.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-63.ast
index 818e3ad..de5e251 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-63.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-63.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-63.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-64.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-64.ast
index 2f61ea8..dbf6129 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-64.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-64.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-64.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-65.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-65.ast
index a18469f..58add2a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-65.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-65.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-65.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-66.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-66.ast
index d4e56da..7ab913b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-66.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-66.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-66.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-67.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-67.ast
index 128db69..391b18a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-67.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/btree-index/btree-secondary-67.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-67.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/collocated.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/collocated.ast
index 712f8f0..a9f6ea2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/collocated.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/collocated.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl Users(UserType) partitioned by [[uid]]
 DatasetDecl Visitors(VisitorType) partitioned by [[vid]]
-WriteOutputTo asterix_nc1:/tmp/fuzzy1.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-complex.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-complex.ast
index ba2ff41..96404b1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-complex.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-complex.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/consolidate-complex-selects.aql
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-simple.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-simple.ast
index 07b1760..fc9c1ba 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-simple.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/consolidate-selects-simple.ast
@@ -12,7 +12,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
-WriteOutputTo asterix_nc1:rttest/consolidate-selects-simple.aql
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/const-folding.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/const-folding.ast
index 557c08f..4891518 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/const-folding.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/const-folding.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/divide.adm
 Query:
 FieldAccessor [
   RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/count-tweets.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/count-tweets.ast
index f7ec498..c225386 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/count-tweets.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/count-tweets.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl TwitterData(Tweet)is an external dataset
-WriteOutputTo asterix_nc1:/tmp/count-tweets.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/cust_group_no_agg.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/cust_group_no_agg.ast
index b02db45..02e5e32 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/cust_group_no_agg.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/cust_group_no_agg.ast
@@ -12,7 +12,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
-WriteOutputTo asterix_nc1:/tmp/.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$name ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/denorm-cust-order.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/denorm-cust-order.ast
index d2085ab..aa01077 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/denorm-cust-order.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/denorm-cust-order.ast
@@ -31,7 +31,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Orders(OrderType) partitioned by [[oid]]
-WriteOutputTo asterix_nc1:/tmp/custorder.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/distinct_aggregate.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/distinct_aggregate.ast
index 410d63f..eac5e3e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/distinct_aggregate.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/distinct_aggregate.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl LineItems_q1(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
-WriteOutputTo asterix_nc1:rttest/tpch_q1_pricing_summary_report_nt.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/filter-nested.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/filter-nested.ast
index 0d434de..e0da327 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/filter-nested.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/filter-nested.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/filter-nested.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-dblp-csx.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-dblp-csx.ast
index 56c7eb1..41e26cf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-dblp-csx.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-dblp-csx.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/fj-dblp-csx.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase1.ast
index f0107fa..6915903 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase1.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl Users(UserType) partitioned by [[uid]]
 DatasetDecl Visitors(VisitorType) partitioned by [[vid]]
-WriteOutputTo asterix_nc1:/tmp/rares03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase2-with-hints.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase2-with-hints.ast
index 7175ec1..ff63588 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase2-with-hints.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/fj-phase2-with-hints.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP_fuzzyjoin_078(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/fuzzyjoin_078.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/hashjoin-with-unnest.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/hashjoin-with-unnest.ast
index 3075d61..05bfa13 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/hashjoin-with-unnest.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/hashjoin-with-unnest.ast
@@ -7,7 +7,6 @@
 ]
 DatasetDecl t1(TestType) partitioned by [[id]]
 DatasetDecl t2(TestType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/hahsjoin-with-unnest.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inline-funs.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inline-funs.ast
index 2d4312e..d526e6f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inline-funs.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inline-funs.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:/tmp/inline_funs.adm
 FunctionDecl f1([]) {
   OperatorExpr [
     LiteralExpr [LONG] [1]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inlined_q18_large_volume_customer.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inlined_q18_large_volume_customer.ast
index 6205982..79da617 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inlined_q18_large_volume_customer.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inlined_q18_large_volume_customer.ast
@@ -47,7 +47,6 @@
 DatasetDecl LineItems(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
-WriteOutputTo asterix_nc1:/tmp/inlined_q18_large_volume_customer.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/introhashpartitionmerge.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/introhashpartitionmerge.ast
index bf1b799..cd51c93 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/introhashpartitionmerge.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/introhashpartitionmerge.ast
@@ -6,7 +6,6 @@
   }
 ]
 DatasetDecl TOKENSRANKEDADM(TOKENSRANKEDADMType) partitioned by [[rank]]
-WriteOutputTo asterix_nc1:rttest/introhashpartitionmerge.adm
 Query:
 SELECT ELEMENT [
 FieldAccessor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains-panic.ast
index 75e47cc..33a5272 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains-panic.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains.ast
index ccd9f32..128a04b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-contains.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.ast
index 473028d..2938a94 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check-panic.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check.ast
index 6248728..356ff3c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-check.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-panic.ast
index fdf46f9..ddfff15 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance-panic.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance.ast
index d8917a4..a8ae207 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-edit-distance.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
index 2a4a892..a6c654a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
index 6c7dd82..5d80834 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard-check.ast
index d4eabb8..86752d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard-check.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard.ast
index fc39ba9..c01bbaf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ngram-jaccard.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.ast
index 1626785..60bee55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check-panic.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check.ast
index b3de7ad..84fc04d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-check.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-panic.ast
index b9e055b..9f7e18f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance-panic.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance.ast
index fb69611..d614e3d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-edit-distance.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
index eeca2a9..031cbd4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.ast
index 64f857c..8d70557 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-fuzzyeq-jaccard.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard-check.ast
index 6906987..8df89b9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard-check.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard.ast
index 61f30e3..15b2b5e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/olist-jaccard.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
index d1cd1fb..1aa4c9c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard-check.ast
index 192b9a9..2e43d3a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard-check.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard.ast
index 3b734f9..f9e8207 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/ulist-jaccard.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-contains.ast
index 964c8ef..128a04b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-contains.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.ast
index 88f2e79..6b4bde7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-fuzzyeq-jaccard.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard-check.ast
index 6b2ef84..546d12d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard-check.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard.ast
index 13a5f3b..d5e68f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-basic/word-jaccard.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
index 50562cc..ffb132d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
index 295bc07..f3d43c5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
index 9908ea7..2938a94 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.ast
index 360b8fe..1117bb1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-let.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.ast
index 4bd24fe..cf9cbfa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-substring.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
index 3cc550e..fc096a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-let.ast
index 10cc2e1..62e48a2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-let.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.ast
index 2b7df8c..e20f30e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ngram-jaccard-check-multi-let.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.ast
index 1a98c4c..792cafe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let-panic.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let.ast
index 1125acc..a09d310 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-edit-distance-check-let.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-jaccard-check-let.ast
index f4a90e6..bd7d49a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/olist-jaccard-check-let.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ulist-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ulist-jaccard-check-let.ast
index b9cc80e..c8097ef 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ulist-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/ulist-jaccard-check-let.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ulist-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-let.ast
index 9343f70..4823915 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-let.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.ast
index 6a2c11a..954eedb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-complex/word-jaccard-check-multi-let.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.ast
index 884b632..b20f119 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance-inline.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.ast
index 659a3c6..96f2735 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-edit-distance.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-edit-distance.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.ast
index c3dff99..83204d7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-edit-distance.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.ast
index 880cf73..3c73927 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-fuzzyeq-jaccard.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.ast
index 21e6d40..0f83207 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard-inline.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.ast
index a8a3b7c..f37832a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ngram-jaccard.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-jaccard.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.ast
index 1a68dec..6545fd5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance-inline.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-edit-distance-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.ast
index fc91fc2..5907e08 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-edit-distance.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-edit-distance.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.ast
index df63e8a..b51672d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-edit-distance.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.ast
index ab7d128..cfbdc16 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-fuzzyeq-jaccard.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.ast
index 13d4c9c..e666af4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard-inline.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.ast
index acabdb3..96e42a4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/olist-jaccard.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-jaccard.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.ast
index bff6924..b76106c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-fuzzyeq-jaccard.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ulist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.ast
index 6c78a5a..b8e0b12 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard-inline.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ulist-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.ast
index 63fcf0a..d70d587 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/ulist-jaccard.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ulist-jaccard.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.ast
index 58e5337..2e7ecb9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-fuzzyeq-jaccard.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_word-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.ast
index db614be..55b97ef 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard-inline.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard.ast
index bd8e3aa..d820181 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join-noeqjoin/word-jaccard.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/issue741.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/issue741.ast
index e06271a..b7ce344 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/issue741.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/issue741.ast
@@ -21,7 +21,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_issue741.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
index 2404dd0..7bd60e6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
index 496e162..c428614 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-contains.ast
index 2f0b5fc..e4d9d35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-contains.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_01.ast
index 5e342d7..463aa6e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_02.ast
index 5a3ee14..463aa6e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_03.ast
index 9567f1b..3af02d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_04.ast
index 391303a..0ea6180 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-contains.ast
index b9277ef..2a82a32 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance-contains.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-contains.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_01.ast
index e9d5fe7..055e28a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_02.ast
index 690329c..055e28a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_03.ast
index 6d8ce54..4d01a35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_04.ast
index f34e41f..1af2d2e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-edit-distance_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
index 08baa3b..78b52bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
index 08baa3b..78b52bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
index c416bc8..ae4317d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_03.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
index a784bd9..efeae01 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
index fa42c63..efeae01 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
index 0e9708d..09abd16 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_01.ast
index 620a4ce..816e3fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_01.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_02.ast
index 8e4844a..816e3fb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_02.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_03.ast
index 41ca5dd..0668bbb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_03.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_04.ast
index d201069..556cd23 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard-check_04.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_01.ast
index 363ed04..4ea0e6c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_01.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_02.ast
index 038e003..4ea0e6c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_02.ast
@@ -20,7 +20,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_03.ast
index fe3316e..658f60b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_03.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_04.ast
index e70b58a..ef6ac14 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ngram-jaccard_04.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_01.ast
index 036b09f..21958fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_02.ast
index 483fdde..21958fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_03.ast
index a3caf5d..d9d355f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_04.ast
index 4ce8f78..ad081b7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance-check_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_01.ast
index 5dfbcc8..7780db7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_02.ast
index 828fdf0..7780db7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_03.ast
index 757d663..b61116a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_04.ast
index cb4f2ac..9be12f6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-edit-distance_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
index e5d4a73..76e1f7c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.ast
index ef71a93..76e1f7c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.ast
index 093e0b9..c18b795 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-edit-distance_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
index 20c1286..4c964a5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.ast
index af2d31a..4c964a5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.ast
index 7bfa769..2fccfa2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-fuzzyeq-jaccard_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_01.ast
index 0eeff59..a1b980e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_02.ast
index f968782..a1b980e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_03.ast
index 39927e1..cad9520 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_04.ast
index 21f585b..7d97505 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard-check_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_01.ast
index d03aaba..153df58 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_02.ast
index eb3b7e8..153df58 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_03.ast
index 0b8979a..65099ba 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_04.ast
index 3b84c14..5531407 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/olist-jaccard_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
index e2306db..274cc8f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.ast
index 6f2107c..274cc8f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.ast
index 26547cc..5f20eb2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-fuzzyeq-jaccard_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_01.ast
index 89a6e1c..569710b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_02.ast
index 5273305..569710b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_03.ast
index f99a6c2..6aa0bde 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_04.ast
index e1d293d..b224e10 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard-check_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_01.ast
index 726f1ce..d3717ea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_02.ast
index 77e63a2..d3717ea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_03.ast
index d64050c..87c92b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_03.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_04.ast
index b7158b5..306f8c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/ulist-jaccard_04.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.ast
index aeb5c2d..390c2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.ast
index 51c8a69..390c2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.ast
index 413fcf7..eb03572 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-fuzzyeq-jaccard_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.ast
index 0f36b7e..7769440 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check-after-btree-access.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_01.ast
index 3a30e84..df0012a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_02.ast
index d728851..df0012a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_03.ast
index fc7198f..5b6cc6c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_04.ast
index 49d2acb..0c25c0b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_01.ast
index 0252523..c7633b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_02.ast
index e67df1e..c7633b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_03.ast
index 58000c8..f3edffa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_04.ast
index ef04a85..e2188b2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/inverted-index-join/word-jaccard_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_01.ast
index b0813fd..0da0974 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_01.ast
@@ -60,7 +60,6 @@
     ps_comment : string
   }
 ]
-WriteOutputTo asterix_nc1:/tmp/join-super-key_01.adm
 DatasetDecl LineItems(LineItemType) partitioned by [[l_partkey], [l_linenumber]]
 DatasetDecl PartSupp(PartSuppType) partitioned by [[ps_partkey], [ps_suppkey]]
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_02.ast
index 0b6b9b4..e6ccd58 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/join-super-key_02.ast
@@ -60,7 +60,6 @@
     ps_comment : string
   }
 ]
-WriteOutputTo asterix_nc1:/tmp/join-super-key_01.adm
 DatasetDecl LineItems(LineItemType) partitioned by [[l_partkey], [l_linenumber]]
 DatasetDecl PartSupp(PartSuppType) partitioned by [[ps_partkey], [ps_suppkey]]
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/limit-issue353.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/limit-issue353.ast
index b0caf68..e8aa0e6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/limit-issue353.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/limit-issue353.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl LineItem(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
-WriteOutputTo asterix_nc1:/tmp/push_limit.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_01.ast
index b012a70..f762b79 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_01.ast
@@ -60,7 +60,6 @@
     ps_comment : string
   }
 ]
-WriteOutputTo asterix_nc1:/tmp/loj-super-key_01.adm
 DatasetDecl LineItems(LineItemType) partitioned by [[l_partkey], [l_linenumber]]
 DatasetDecl PartSupp(PartSuppType) partitioned by [[ps_partkey], [ps_suppkey]]
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_02.ast
index deee859..94076d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/loj-super-key_02.ast
@@ -60,7 +60,6 @@
     ps_comment : string
   }
 ]
-WriteOutputTo asterix_nc1:/tmp/loj-super-key_01.adm
 DatasetDecl LineItems(LineItemType) partitioned by [[l_partkey], [l_linenumber]]
 DatasetDecl PartSupp(PartSuppType) partitioned by [[ps_partkey], [ps_suppkey]]
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
index 7db8a94..e99d32d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
index fb366dc..84de385 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.ast
index 67ea475..0cb243c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_01.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.ast
index b39858a..a5aeb7e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_02.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.ast
index 5d1eed5..92f177c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-join_03.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.ast
index 06f2e0e..61bf105 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_01.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.ast
index 85bc30b..90d017a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_02.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.ast
index 90f6a42..08dffc6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_03.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.ast
index b11f064..f08f7b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_04.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.ast
index bd87136..02e5784 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_05.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.ast
index ecc055b..24b1b3a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-composite-key-prefix-join_06.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[nested, fname], [nested, lname]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-composite-key-prefix-prefix-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.ast
index 52c73a7..2868850 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-multipred.ast
@@ -41,7 +41,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Orders(OrderType) partitioned by [[nested, oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.ast
index cab3285..666e2b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join-neg_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join-neg_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_01.ast
index 169ac13..666e2b6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_02.ast
index 41a0dff..afeaab9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_02.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_03.ast
index 726b20e..3a5cca1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_03.ast
@@ -41,7 +41,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Orders(OrderType) partitioned by [[nested, oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_04.ast
index ec580f5..32d41dd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_04.ast
@@ -41,7 +41,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Orders(OrderType) partitioned by [[nested, oid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_05.ast
index db6d9b4..2741b18 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-equi-join_05.ast
@@ -25,7 +25,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-equi-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-ge-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-ge-join_01.ast
index 5c842dd..c83d901 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-ge-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-ge-join_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-ge-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-gt-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-gt-join_01.ast
index 4876514..b02c707 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-gt-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-gt-join_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-gt-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-le-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-le-join_01.ast
index 068153b..f8c1824 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-le-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-le-join_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-le-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-lt-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-lt-join_01.ast
index fdcaf32..1cd7ce4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-lt-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/primary-lt-join_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl DsOne(TestType) partitioned by [[nested, key1]]
 DatasetDecl DsTwo(TestType) partitioned by [[nested, key1]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_primary-lt-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$x ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.ast
index 8ab6d60..4ec0822 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multiindex.ast
@@ -43,7 +43,6 @@
 ]
 DatasetDecl FacebookUsers(FacebookUserType) partitioned by [[nested, id]]
 DatasetDecl FacebookMessages(FacebookMessageType) partitioned by [[nested, message-id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multiindex.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.ast
index 77a210c..68b854b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join-multipred.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.ast
index 612efd5..b3f2bb1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index-join/secondary-equi-join_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-01.ast
index 84a1e94..d680942 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-01.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-01.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-02.ast
index 9dedd70..0e08f0c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-02.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-02.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-03.ast
index 5c5d531..b3c2957 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-03.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-03.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-04.ast
index c4e0cc0..0c63e40 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-04.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-04.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-05.ast
index b3dfab3..f10891f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-05.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-05.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-06.ast
index 1144ebc..a589888 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-06.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-06.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-07.ast
index ecd662b..89e69db 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-07.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-07.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-08.ast
index a296ae2..50e555d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-08.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-08.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-09.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-09.ast
index 2812011..3897f2f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-09.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-09.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-09.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-10.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-10.ast
index d1a8a1e..eaeda77 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-10.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-10.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-10.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-11.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-11.ast
index f208244..272af2a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-11.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-11.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-11.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-12.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-12.ast
index f486f6b..280420b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-12.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-12.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-12.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-13.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-13.ast
index 649c228..d142df7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-13.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-13.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-13.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-14.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-14.ast
index 0142b3e..f64a78f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-14.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-14.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-14.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-15.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-15.ast
index d696040..c25fe8c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-15.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-15.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-15.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-16.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-16.ast
index 5fb6602..6ce3f08 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-16.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-16.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-16.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-17.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-17.ast
index ff50e2c..dfcbb9d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-17.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-17.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-17.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-18.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-18.ast
index e53bbe1..52613e8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-18.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-18.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-18.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-19.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-19.ast
index b9c0155..dd3d515 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-19.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-19.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-19.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-20.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-20.ast
index e14bf42..ed62f55 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-20.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-20.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-20.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-21.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-21.ast
index a12c25d..943c9d1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-21.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-21.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-21.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-22.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-22.ast
index 8398ea6..707c671 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-22.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-22.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-22.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-23.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-23.ast
index 0ded911..1dcc805 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-23.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-23.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-23.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-24.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-24.ast
index fc07439..9db683c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-24.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-24.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-24.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-25.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-25.ast
index 9f777ec..e3b57ee 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-25.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-25.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-25.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-26.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-26.ast
index 4a23d2b..de6f5fe 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-26.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-26.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-26.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-27.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-27.ast
index 6dd8fd5..52cfe52 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-27.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-27.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-27.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-28.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-28.ast
index c98f3e4..b561c35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-28.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-28.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-28.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-29.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-29.ast
index a70c092..3ddb4d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-29.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-29.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-29.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-30.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-30.ast
index 458b2f1..dc7daca 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-30.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-30.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-30.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-31.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-31.ast
index 0b2de22..73adf93 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-31.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-31.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-31.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-32.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-32.ast
index 4ba7769..bf38a43 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-32.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-primary-32.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-32.adm
 TypeDecl TestTypetmp [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-33.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-33.ast
index 73d253c..f92048f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-33.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-33.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-31.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-34.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-34.ast
index 3d67725..b561164 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-34.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-34.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-32.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-35.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-35.ast
index 2d3461c..1ddaaf7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-35.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-35.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-33.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-36.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-36.ast
index 9c98570..66cb06c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-36.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-36.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-34.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-37.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-37.ast
index 409e808..6d60873 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-37.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-37.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-35.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-38.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-38.ast
index 55b9e60..342bbe8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-38.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-38.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-36.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-39.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-39.ast
index a687d78..ba4aceb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-39.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-39.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-37.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-40.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-40.ast
index 073930e..9421a28 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-40.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-40.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-38.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-41.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-41.ast
index cfd72ff..7bc0e9b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-41.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-41.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-39.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-42.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-42.ast
index ea845f4..3194cb5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-42.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-42.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-40.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-43.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-43.ast
index 5e27769..b31f315 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-43.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-43.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-41.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-44.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-44.ast
index a58d942..8124191 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-44.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-44.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-42.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-45.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-45.ast
index 5a91f05..355c04c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-45.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-45.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-43.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-46.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-46.ast
index b49041a..bbedc89 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-46.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-46.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-44.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-47.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-47.ast
index aeecf14..03ca0f7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-47.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-47.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-45.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-48.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-48.ast
index c458ea5..9d6d60b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-48.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-48.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-46.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-49.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-49.ast
index 1b550a7..41b35a1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-49.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-49.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-47.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-50.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-50.ast
index f539b41..4a40d3b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-50.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-50.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-48.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-51.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-51.ast
index 2db63f3..4c61300 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-51.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-51.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-49.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-52.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-52.ast
index afcfdd8..16015e0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-52.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-52.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-50.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-53.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-53.ast
index 8a133f1..9c9b3d0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-53.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-53.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-51.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-54.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-54.ast
index 3d231c7..4e5318b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-54.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-54.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-52.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-55.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-55.ast
index 9c30011..ccf66fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-55.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-55.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-53.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-56.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-56.ast
index 43a364d..04b87d6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-56.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-56.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-54.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-57.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-57.ast
index 1adf046..b7d886d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-57.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-57.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-55.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-58.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-58.ast
index 96c4300..9138d2b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-58.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-58.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-56.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-59.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-59.ast
index a01ad08..0f2dcea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-59.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-59.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-60.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-60.ast
index 5c4a5b1..d62cece 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-60.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-60.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-58.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-61.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-61.ast
index d52e5d0..6bf4f8b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-61.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-61.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-61.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-62.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-62.ast
index d53b8f4..393ff03 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-62.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-62.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-62.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-63.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-63.ast
index 9fa240e..e3101eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-63.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/btree-index/btree-secondary-63.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-63.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.ast
index 39e743a..f2f3874 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains-panic.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains.ast
index 8d823c8..40fb80d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-contains.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
index b31bc52..2a95ea8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.ast
index 0727633..92ccce4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-check.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.ast
index c711fee13..87099e3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance-panic.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.ast
index f4fe1b3..cc7962d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-edit-distance.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
index 8ebaf4a..db72942 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
index 3373f5a..7c41155e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.ast
index 13f6890..e08d6d5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard-check.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.ast
index c581611..14a42d5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ngram-jaccard.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.ast
index e7b386f..85e80a8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check-panic.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.ast
index 77a1e63..4ddaecb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-check.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.ast
index ec18fdf..3a1ab9f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance-panic.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.ast
index 5672136..e5fa961 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-edit-distance.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
index a3ea856..b63219f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-edit-distance.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.ast
index 98aab2b..8c0fd60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-fuzzyeq-jaccard.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.ast
index 8944f56..295a778 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard-check.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard.ast
index 2b3fd59..a6b2ae2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/olist-jaccard.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_olist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
index 586bb84..099635d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-fuzzyeq-jaccard.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.ast
index 951cc2c..b763be7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard-check.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.ast
index 33be47b..b81e7fa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/ulist-jaccard.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ulist-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-contains.ast
index c319895..40fb80d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-contains.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
index b03e6c7..97b519c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.ast
index e8bf4a2..1f1fd20 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard-check.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard.ast
index 40574f5..b42fa63 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-basic/word-jaccard.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
index 0818407..1764999 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
index fffd48a..10b393a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
index abd2b19..2a95ea8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.ast
index 9b45cff..00a9333 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-let.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
index 5fa1ef2..f59bf75 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
index 2067c42..0c1c535 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.ast
index 36cd36e..86e36c9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-let.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
index 88c222c..15d3932 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.ast
index f1740e6..4281123 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let-panic.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.ast
index dfa394c..db5ba71 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-edit-distance-check-let.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.ast
index 02ad60e..dd47d1f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/olist-jaccard-check-let.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_olist-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.ast
index 794d5cb..8543304 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/ulist-jaccard-check-let.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ulist-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$c ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.ast
index f66ecd2..391e6c6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-let.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.ast
index 2881a88..2c6144e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-complex/word-jaccard-check-multi-let.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
index b502870..a6061c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
index 63c7261..96da2c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-jaccard-check-idx_01.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-jaccard-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.ast
index 95723fc..dbea78f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.ast
index fb8882c..a403eea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-contains.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-contains.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.ast
index 201b5ac..bd3534d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance-inline.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.ast
index 59d970e..45c7533 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-edit-distance_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
index 5ec3806..0a7fd63 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
index 22333cf..d1a170b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
@@ -30,7 +30,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.ast
index cfe0ee8..3ab26c2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-check_01.ast
@@ -30,7 +30,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.ast
index 6230626..f3aeb6d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard-inline.ast
@@ -15,7 +15,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.ast
index a168d88..5fdb216 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ngram-jaccard_01.ast
@@ -30,7 +30,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.ast
index 371a58b..77ade61 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.ast
index 9bdd0e8..4e9e94c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance-inline.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-edit-distance-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.ast
index 5b964fb..71716eb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-edit-distance_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
index 5fa8fa3..abff3c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-edit-distance_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
index 2551463..de0ea20 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-fuzzyeq-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.ast
index ab9edac..42a126e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.ast
index e867a37..a1336ad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard-inline.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_olist-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.ast
index 8fa6c8a..a199ef1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/olist-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_olist-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
index 66c07ed..ce18f39 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-fuzzyeq-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.7f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.ast
index 19e40f9..bbc0b31 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.ast
index 3f13c3a..751d3ee 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard-inline.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ulist-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.ast
index d3c444d..f67ad09 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/ulist-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[nested, cid]]
 DatasetDecl Customers2(CustomerType) partitioned by [[nested, cid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ulist-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
index 78d9cab..0d0d504 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
index 36d3927..7b2779b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.ast
index 3a22300..e4f9c3f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.ast
index 7518da7..565fceb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard-inline.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard_01.ast
index 8ab5b17..5d47d35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/inverted-index-join/word-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
index 8bde23b..5728e85 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
index c486ca1..22c1c45 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
@@ -28,7 +28,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.ast
index 6e2f4e3..182475c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl MyData1(MyRecordNested) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index-join_rtree-spatial-intersect-point.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.ast
index 88ede17..182475c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl MyData1(MyRecordNested) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.ast
index 911ded3..6a66e26 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-index/rtree-index-join/spatial-intersect-point_03.ast
@@ -17,7 +17,6 @@
   }
 ]
 DatasetDecl MyData(MyRecordNested) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
index 35c6c68..8209f44 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
index ee998a5..20b86f0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
@@ -26,7 +26,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
index 5002b83..bfceb08 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
index e6a964f..e04170d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
@@ -26,7 +26,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.ast
index 5c25aa2..9f2946e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_01.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.ast
index 3beae22..853ad79 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_02.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.ast
index 7fb9602..47331e3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-join_03.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.ast
index 6a701d4..c25ef52 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_01.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.ast
index 7f0a206..d27f16d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_02.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.ast
index e3572b4..404f232 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_03.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.ast
index 50f9012..3219cea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_04.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.ast
index 77e6f42..dc8aa42 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_05.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.ast
index 219246c..051014f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-composite-key-prefix-join_06.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Names(NameType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.ast
index 5bee77f..077d184 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multiindex.ast
@@ -42,7 +42,6 @@
 ]
 DatasetDecl FacebookUsers(FacebookUserType) partitioned by [[nested, id]]
 DatasetDecl FacebookMessages(FacebookMessageType) partitioned by [[nested, message-id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multiindex.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.ast
index 251ebaa..1ea879c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join-multipred.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.ast
index fbafbf0..7be9eea 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.ast
index bac276a..fe8101a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.ast
index b2ea711..1d53b38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_03.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.ast
index d610097..c25d239 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_04.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.ast
index d0366f2..1d53b38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index-join/secondary-equi-join_05.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-33.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-33.ast
index 29936b8..a00559a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-33.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-33.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-39.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-34.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-34.ast
index db20503..52bee04 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-34.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-34.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-32.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-35.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-35.ast
index 64d82c8..ddcd928 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-35.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-35.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-33.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-36.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-36.ast
index 1f746fc..e9290e4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-36.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-36.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-34.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-37.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-37.ast
index 63fe2e4..f89b53b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-37.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-37.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-35.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-38.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-38.ast
index c3d3466..e3f9558 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-38.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-38.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-36.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-39.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-39.ast
index 98aa61e..d06e4ee 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-39.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-39.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-37.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-40.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-40.ast
index 6884c92..ab1785f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-40.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-40.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-38.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-41.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-41.ast
index 85d03a7..fe72015 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-41.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-41.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-39.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-42.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-42.ast
index f5d81c6..c43378e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-42.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-42.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-40.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-43.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-43.ast
index 182df2d..4d111f1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-43.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-43.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-41.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-44.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-44.ast
index 23dab44..28df789 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-44.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-44.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-42.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-45.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-45.ast
index 5ef1bb3..b0f3ed5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-45.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-45.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-43.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-46.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-46.ast
index d022650..cfe167c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-46.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-46.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-44.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-47.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-47.ast
index 09f1f2d..0568f1e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-47.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-47.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-45.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-48.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-48.ast
index ed0a1c4..13608c6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-48.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-48.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-46.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-49.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-49.ast
index 0c52bc7..55c50d4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-49.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-49.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-47.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-50.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-50.ast
index 1a86db6..c208574 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-50.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-50.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-48.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-51.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-51.ast
index 392be20..48f6afd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-51.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-51.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-49.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-52.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-52.ast
index e4720f6..af5ca37 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-52.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-52.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-50.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-53.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-53.ast
index e32c66c..10537e2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-53.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-53.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-51.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-54.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-54.ast
index a7c957c..e9719ac 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-54.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-54.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-52.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-55.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-55.ast
index 839f352..fe75d58 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-55.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-55.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-53.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-56.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-56.ast
index 5617432..c1d58a0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-56.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-56.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-54.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-57.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-57.ast
index 2d2fa57..7f9d8fd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-57.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-57.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-55.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-58.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-58.ast
index d0d6966..42fbc5a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-58.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-58.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-56.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-59.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-59.ast
index 09f02a7..54a6cbf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-59.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-59.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-60.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-60.ast
index a8498e3..7564984 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-60.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-60.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-58.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-61.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-61.ast
index 84ec9cb..f9eadaa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-61.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-61.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-59.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-62.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-62.ast
index f970c2c..6c65ba1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-62.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-62.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-62.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-63.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-63.ast
index ce5782f..d56aea1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-63.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/btree-index/btree-secondary-63.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-63.adm
 TypeDecl TestTypetmp [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.ast
index cab3477..1ca6429 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains-panic.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.ast
index dc27e08..bc634d21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-contains.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
index 95b82a5..01bab27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check-panic.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.ast
index 6f79953..2c7dca1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-check.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.ast
index 1d0e98c..97dd0bb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance-panic.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.ast
index 622bc67..22248d3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-edit-distance.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
index cd76e6c..39afb1b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
index 4eac1f3..c603732 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.ast
index 4d23eee..0244bad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard-check.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.ast
index 6e8bcec..2adf0d8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/ngram-jaccard.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-contains.ast
index a05ab69..bc634d21 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-contains.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
index b508d79..36574b2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-fuzzyeq-jaccard.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.ast
index 2cdb0a8..f8ddf07 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard-check.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.ast
index b4790d5..3bcde2e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-basic/word-jaccard.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
index 53aabf3..ef74a8b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
index 963578c..74f0934 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
index 6c21d1d..01bab27 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.ast
index e7c5cdc..26ca2d3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-let.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
index 49970e7..19670c2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-substring.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
index f58dc37..f00e0c5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.ast
index 5ff1c93..da18e07 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-let.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
index e09c194..45698f6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/ngram-jaccard-check-multi-let.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.ast
index 518ccad..bfccbd5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-let.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.ast
index 0dddc3b..d2c9849 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-complex/word-jaccard-check-multi-let.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
index ad10e1a..5f86327 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.ast
index a91d675..22e139f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_01.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.ast
index 99f37fe..3a5ae5c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_02.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.ast
index 96cf45d..be15269 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.ast
index 19e5761..9f462de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-contains_04.ast
@@ -16,7 +16,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.ast
index bf45f51..2e563f8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.ast
index f8d095b..66c443d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.ast
index 4e035d3..5536c1e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.ast
index aa2b585..fefa6c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.ast
index aa2b585..fefa6c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-check_05.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.ast
index 481d88b..b9e6a77 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-contains.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-contains.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.ast
index b593eb1..aab24c4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance-inline.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-edit-distance-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.ast
index 658f36d..c9ff573 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.ast
index bad80a0..3a2fa60 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.ast
index 8d5c48f..807577a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.ast
index 63a7e24..2f730ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.ast
index 63a7e24..2f730ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-edit-distance_05.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
index dc33114..762b394 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
index a0d33fa..392dbf4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
index 9c00f66..1c2af92 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
index f76df1d..e7b9585 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
index f76df1d..e7b9585 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
index e78296e..741ae8d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
index 2c72b66..07b6fec 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
index 28f0316..8520bd2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
index 7fa83e4..868ef1c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.ast
index 9c108d3..af96521 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.ast
index bd600b8..8b5690d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_02.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.ast
index f3e0583..4344aab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_03.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.ast
index beb9f7f..363b9ec 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-check_04.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.ast
index b685fd2..d7ade70 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard-inline.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_ngram-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.ast
index 6ea9758..c9a934f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_01.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.ast
index 607ea6e..98dcd74 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_02.ast
@@ -29,7 +29,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.ast
index da33640..40bb2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_03.ast
@@ -14,7 +14,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.ast
index d8fb211..aa76615 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/ngram-jaccard_04.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
index 957db1c..03fcd00 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.ast
index 7325128..346afa7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.ast
index 8ae897f..e2d4ac9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.ast
index fb2de63..752d44a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-fuzzyeq-jaccard_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
index 9240411..5460253 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check-after-btree-access.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.ast
index 81152b2..34f2e71 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.ast
index ab13a8d..cdb5ff4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.ast
index a11fccb..9ddc000 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.ast
index 6b51ee3..3635a75 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-check_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.ast
index 31e1ed3..7abc582 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard-inline.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join-noeqjoin_word-jaccard-inline.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.ast
index 5f693a1..d7ab4e2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_01.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.ast
index dce9644..2784ad5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_02.ast
@@ -28,7 +28,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.ast
index 9b2b54a..b40155d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_03.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.ast
index 5b113fa..97cd5e8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/inverted-index-join/word-jaccard_04.ast
@@ -27,7 +27,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[nested, id]]
 DatasetDecl CSX(CSXType) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
index 0b31824..18735af 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
index 76669c4..094edaa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
@@ -27,7 +27,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[nested, tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.ast
index 6e2f4e3..182475c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl MyData1(MyRecordNested) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index-join_rtree-spatial-intersect-point.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.ast
index 88ede17..182475c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl MyData1(MyRecordNested) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.ast
index 911ded3..6a66e26 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_03.ast
@@ -17,7 +17,6 @@
   }
 ]
 DatasetDecl MyData(MyRecordNested) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.ast
index 023d81c..609bf1b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl MyData1(MyRecordOpen) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecordOpen) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.ast
index 023d81c..609bf1b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested-open-index/rtree-index-join/spatial-intersect-point_05.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl MyData1(MyRecordOpen) partitioned by [[nested, id]]
 DatasetDecl MyData2(MyRecordOpen) partitioned by [[nested, id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj2.ast
index 36dfee3..bc1bc2d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj2.ast
@@ -47,7 +47,6 @@
 DatasetDecl LineItems(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
-WriteOutputTo asterix_nc1:/tmp/nested_loj.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj3.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj3.ast
index 46ba97f..bba8d70 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj3.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/nested_loj3.ast
@@ -57,7 +57,6 @@
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
 DatasetDecl PartSupp(PartSuppType) partitioned by [[ps_partkey], [ps_suppkey]]
-WriteOutputTo asterix_nc1:/tmp/nested_loj.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
index 57290ac..022343a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_1.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
index 353e552..93bcbbd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_01_2.ast
@@ -21,7 +21,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
index 9de1874..015365f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_1.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
index 77e3668..b632fe2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/leftouterjoin-probe-pidx-with-join-btree-sidx_02_2.ast
@@ -21,7 +21,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_leftouterjoin-probe-pidx-with-join-btree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.ast
index 1ff24b1..66e00f8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_01.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.ast
index 9bb34db..60ea95b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_02.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.ast
index d26ba99..07d1260 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-join_03.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.ast
index 9fe3a66..296eeef 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_01.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.ast
index 19e8601..6e639f2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_02.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.ast
index 75ae301..fcf1a0f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_03.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.ast
index 4a304a4..9855e16 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_04.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.ast
index 715ef35..afbba7d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_05.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_05.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.ast
index dd530af..6c1cb4f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-composite-key-prefix-join_06.ast
@@ -5,7 +5,6 @@
   }
 ]
 DatasetDecl Names(Name) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_secondary-composite-key-prefix-prefix-join_06.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.ast
index 8dd07dc..c22df4b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multiindex.ast
@@ -32,7 +32,6 @@
 ]
 DatasetDecl FacebookUsers(FacebookUserType) partitioned by [[id]]
 DatasetDecl FacebookMessages(FacebookMessageType) partitioned by [[message-id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multiindex.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.ast
index fbdade6..f6415d3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join-multipred.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join-multipred.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.ast
index a58bd4e..b263350 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.ast
index 6932d46..b7d93ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.ast
index 5e21138..1330f19 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.ast
index e99796f..6ba7587 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.ast
index e99796f..6ba7587 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index-join/secondary-equi-join_05.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/btree-index-join_title-secondary-equi-join_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-33.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-33.ast
index 04c5b61..ba35b33 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-33.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-33.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-31.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-34.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-34.ast
index f189044..07caf2a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-34.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-34.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-32.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-35.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-35.ast
index 229d649..53f49d9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-35.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-35.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-33.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-36.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-36.ast
index e275ed9..3b4f305 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-36.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-36.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-34.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-37.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-37.ast
index 66829c4..c7ea507 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-37.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-37.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-35.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-38.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-38.ast
index 19c7a87..70957c0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-38.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-38.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-36.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-39.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-39.ast
index d76d661..afbd55b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-39.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-39.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-37.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-40.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-40.ast
index 60931bb..63349ef 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-40.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-40.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-38.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-41.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-41.ast
index 207cee8..aae866c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-41.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-41.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-39.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-42.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-42.ast
index 307c6b2..a8575b7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-42.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-42.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-40.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-43.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-43.ast
index 2e89de2..b3c17c6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-43.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-43.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-41.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-44.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-44.ast
index 820d851..b457451 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-44.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-44.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-42.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-45.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-45.ast
index ef28ba9..4c4c9c3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-45.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-45.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-43.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-46.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-46.ast
index 1c2de53..054c5ad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-46.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-46.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-44.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-47.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-47.ast
index 3de42f4..eab573e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-47.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-47.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-45.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-48.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-48.ast
index 5da3296..2efebe6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-48.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-48.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-46.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-49.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-49.ast
index bcc76f3..6c974ad 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-49.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-49.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-47.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-50.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-50.ast
index edeb3a7..2e46e6a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-50.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-50.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-48.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-51.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-51.ast
index 44c1e9d..65a8d64 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-51.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-51.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-49.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-52.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-52.ast
index 04c4b38..f550a1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-52.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-52.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-50.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-53.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-53.ast
index 6746204..d2d3d38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-53.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-53.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-51.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-54.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-54.ast
index 624dffa..5b40c9f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-54.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-54.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-52.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-55.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-55.ast
index 1f0bd3b..3014b75 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-55.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-55.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-53.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-56.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-56.ast
index d48eee5..df0ed8a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-56.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-56.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-54.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-57.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-57.ast
index 2236703..bc6ef14 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-57.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-57.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-55.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-58.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-58.ast
index 8671ba8..1efbe05 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-58.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-58.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-56.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-59.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-59.ast
index 0f8393f..d6d177f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-59.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-59.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-60.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-60.ast
index fd6c3e9..a52fc1e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-60.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-60.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-58.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-61.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-61.ast
index cb9ad21..058f8de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-61.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-61.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-49.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-62.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-62.ast
index 8165db0..46ba8ae 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-62.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-62.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-62.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-63.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-63.ast
index cc144f2..dafb109 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-63.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/btree-index/btree-secondary-63.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-63.adm
 TypeDecl TestType [
   open RecordType {
     id : integer
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.ast
index bd5a2e7..71aa0bf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains-panic.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.ast
index 1d589dc..b9614fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-contains.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.ast
index e480eab..c49f309 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check-panic.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.ast
index bd20143..d58dae9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-check.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.ast
index b7f394f..e1f4d3a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance-panic.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.ast
index eb7b1ab..ba7509a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-edit-distance.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-edit-distance.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
index 9c7aef5..11793b3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-edit-distance.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-edit-distance.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
index 89001af..702d557 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-fuzzyeq-jaccard.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.ast
index 4211435..ac4c691 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard-check.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.ast
index 9526803..1a23f29 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/ngram-jaccard.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-contains.ast
index fe7b0e2..b9614fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-contains.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.ast
index 78a31e2..4e4feb3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-fuzzyeq-jaccard.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-fuzzyeq-jaccard.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.ast
index 31c0415..5eb8167 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard-check.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard-check.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.ast
index 7985db6..9283d84 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-basic/word-jaccard.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
index 51054c1..c1edf5c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_01.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
index d063d5f..c072006 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic-nopanic_02.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic-nopanic_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
index 69f204a..c49f309 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let-panic.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let-panic.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.ast
index 77f53c8..8900a83 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-let.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.ast
index 77154d5..2153301 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-substring.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-substring.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
index 2275853..0ef2b1a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-edit-distance-check-word-tokens.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-edit-distance-check-word-tokens.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.ast
index bc4fb5f..0cb8b83 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-let.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.ast
index aa93ac3..e9b7ca2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/ngram-jaccard-check-multi-let.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_ngram-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.ast
index 49d9157..6d2befc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-let.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-let.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.ast
index 6f506bb..cb7837a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-complex/word-jaccard-check-multi-let.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-complex_word-jaccard-check-multi-let.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
index 446d219..4bb0198 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/leftouterjoin-probe-pidx-with-join-edit-distance-check-idx_01.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_leftouterjoin-probe-pidx-with-join-edit-distance-check_idx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.ast
index a91d675..22e139f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_01.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.ast
index 4bb674f..8c769ab 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_02.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.ast
index 96cf45d..be15269 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.ast
index 19e5761..9f462de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-contains_04.ast
@@ -16,7 +16,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-contains-04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.ast
index 052ccba..ad13f2c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.ast
index b16b062..445cb5d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.ast
index 64c187e..a0c64b0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.ast
index a8b47c7..0bbd6de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.ast
index a8b47c7..0bbd6de 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_05.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.ast
index c76b1d4..db1bed2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-check_inline_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.ast
index e74dded..0c57ac7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance-contains.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance-contains.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.ast
index 7a73244..937a291 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.ast
index 27a5d9d..ff084ae 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.ast
index a888ea2..018a7ff 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.ast
index 25eb7e1..5e3c8b7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.ast
index 25eb7e1..5e3c8b7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_05.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.ast
index 43bf4ce..1b10baa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-edit-distance_inline_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-edit-distance_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
index 694e4cc..a1a9c13 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
index 3d999c4..ec90b10 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
index 7f0e2f4..2d45105 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_03.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
index 2a57621..9a9c141 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
index 2a57621..9a9c141 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-edit-distance_05.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm
 Set simfunction=edit-distance
 Set simthreshold=3
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
index 825df9a..10511a0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
index 161a7c9..9b34a96 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
index dab9992..b0d2f40 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
index af199f5..155a088 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-fuzzyeq-jaccard_04.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.ast
index f878e0d..c23b931 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.ast
index 0473451..fa9aa23 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.ast
index 7749d91..826e2d3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.ast
index 16ebed1..f24bf38 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_04.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.ast
index dfe5998..b12790a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard-check_inline_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.ast
index bc6f3e3..61362cd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_01.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.ast
index 87f9c21..bfb12c5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_02.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.ast
index 082647c..a887b97 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.ast
index 1e56d15..51ec91b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_04.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.ast
index e07e7a7..57f70d2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/ngram-jaccard_inline_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_ngram-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.ast
index c40a066..df96cf3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.ast
index d15ca81..b29c0c3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_02.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.ast
index ca7e2f6..df24529 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_03.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.ast
index 1ffc872..3a6a2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-fuzzyeq-jaccard_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-fuzzyeq-jaccard_01.adm
 Set simfunction=jaccard
 Set simthreshold=0.5f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.ast
index d34a751..730d8be 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check-after-btree-access.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check-after-btree-access.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.ast
index ed3a5a8..ffe6005 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.ast
index 9da89f0..b48dad1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.ast
index 523861b..1a81d62 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.ast
index df66e19..3a08301 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.ast
index 53707b4..bc424cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard-check_inline_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard-check_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.ast
index 065f46b..e8bcccb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_01.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.ast
index 58a3af9..7d44a50 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_02.ast
@@ -18,7 +18,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.ast
index 34684ca..dc5fb35 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.ast
index 6c56a32..d3149f9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_04.ast
@@ -17,7 +17,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl CSX(CSXType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.ast
index d53274d..74fb715 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/inverted-index-join/word-jaccard_inline_03.ast
@@ -8,7 +8,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-join_word-jaccard_04.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
index db36dd9..a87742f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
index 0443877..1d7cfcf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
@@ -22,7 +22,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.ast
index d6c6deb..cf2bed6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_01.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl MyData1(MyRecordOpen) partitioned by [[id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index-join_rtree-spatial-intersect-point.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.ast
index 1c6eb1b..f9f7d25 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_02.ast
@@ -24,7 +24,6 @@
 ]
 DatasetDecl MyData1(MyRecord) partitioned by [[id]]
 DatasetDecl MyData2(MyRecordOpen) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.ast
index e7ebb5a..1d68eb2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_03.ast
@@ -11,7 +11,6 @@
   }
 ]
 DatasetDecl MyData(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.ast
index fdf1e55..2ebb4e0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_04.ast
@@ -12,7 +12,6 @@
 ]
 DatasetDecl MyData1(MyRecord) partitioned by [[id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.ast
index fdf1e55..2ebb4e0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/open-index-enforced/rtree-index-join/spatial-intersect-point_05.ast
@@ -12,7 +12,6 @@
 ]
 DatasetDecl MyData1(MyRecord) partitioned by [[id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orderby-desc-using-gby.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orderby-desc-using-gby.ast
index ca16111..aaf0842 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orderby-desc-using-gby.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orderby-desc-using-gby.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:rttest/gby-using-orderby-desc.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-aggreg.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-aggreg.ast
index 4d8ace4..7e7cf14 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-aggreg.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-aggreg.ast
@@ -10,7 +10,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[oid]]
-WriteOutputTo asterix_nc1:/tmp/orders-aggreg.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-composite-index-search.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-composite-index-search.ast
index c69f338..1bb8234 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-composite-index-search.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-composite-index-search.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_01.ast
index 79333be..d0a8825 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_01.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search-conjunctive.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_02.ast
index 11c7e13..c8ed7cb 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive-open_02.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search-conjunctive.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_01.ast
index f4aece7..8e138c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_01.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search-conjunctive.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_02.ast
index 840ed37..5d9836d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-conjunctive_02.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search-conjunctive.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-open.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-open.ast
index f7f3fce..b8558cf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-open.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search-open.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search.ast
index da5b02b..d1cb9c1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/orders-index-search.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/index_search.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search-open.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search-open.ast
index 027c353..2a6a62b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search-open.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search-open.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/prim_index_search.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search.ast
index 4c02734..64b29ce 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/prim-idx-search.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/prim_index_search.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/pull_select_above_eq_join.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/pull_select_above_eq_join.ast
index c723a60..269cbf8 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/pull_select_above_eq_join.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/pull_select_above_eq_join.ast
@@ -19,7 +19,6 @@
 ]
 DatasetDecl Users(UserType) partitioned by [[uid]]
 DatasetDecl Visitors(VisitorType) partitioned by [[vid]]
-WriteOutputTo asterix_nc1:/tmp/pull-select-above-eq-join.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push-project-through-group.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push-project-through-group.ast
index 0e349bbd..0ef8ae7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push-project-through-group.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push-project-through-group.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/fuzzyjoin_080.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push_limit.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push_limit.ast
index bfb413a..58dda6b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push_limit.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/push_limit.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
-WriteOutputTo asterix_nc1:/tmp/push_limit.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q01_pricing_summary_report_nt.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q01_pricing_summary_report_nt.ast
index dc175a7..45ddb18 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q01_pricing_summary_report_nt.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q01_pricing_summary_report_nt.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl LineItem(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
-WriteOutputTo asterix_nc1:rttest/tpch_q1_pricing_summary_report_nt.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q03_shipping_priority.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q03_shipping_priority.ast
index c08dc5c..4732488 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q03_shipping_priority.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q03_shipping_priority.ast
@@ -47,7 +47,6 @@
 DatasetDecl LineItems(LineItemType) partitioned by [[l_orderkey], [l_linenumber]]
 DatasetDecl Orders(OrderType) partitioned by [[o_orderkey]]
 DatasetDecl Customers(CustomerType) partitioned by [[c_custkey]]
-WriteOutputTo asterix_nc1:/tmp/q3_shipping_priority.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q05_local_supplier_volume.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q05_local_supplier_volume.ast
index 448c433..5e642a2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q05_local_supplier_volume.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q05_local_supplier_volume.ast
@@ -76,7 +76,6 @@
 DatasetDecl Suppliers(SupplierType) partitioned by [[s_suppkey]]
 DatasetDecl Nations(NationType) partitioned by [[n_nationkey]]
 DatasetDecl Regions(RegionType) partitioned by [[r_regionkey]]
-WriteOutputTo asterix_nc1:/tmp/q5_local_supplier.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q1.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q1.ast
index 4e8ad75..8398ecd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q1.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q1.ast
@@ -24,7 +24,6 @@
   }
 ]
 DatasetDecl User(UserType) partitioned by [[name]]
-WriteOutputTo asterix_nc1:/tmp/q1.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q2.ast
index 40229c3..1825acf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/q2.ast
@@ -30,7 +30,6 @@
   }
 ]
 DatasetDecl Event(EventType) partitioned by [[name]]
-WriteOutputTo asterix_nc1:/tmp/q2.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/record_access.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/record_access.ast
index af9e9be..cb5306c 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/record_access.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/record_access.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:/tmp/rec_access.adm
 Query:
 FieldAccessor [
   RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/issue730.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/issue730.ast
index 6f17b8f..ea955a5 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/issue730.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/issue730.ast
@@ -21,7 +21,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_issue730.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
index 0e3e5a6..12d3541 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_01.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_01.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
index c586622..5cdaa47 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/leftouterjoin-probe-pidx-with-join-rtree-sidx_02.ast
@@ -23,7 +23,6 @@
   }
 ]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_leftouterjoin-probe-pidx-with-join-rtree-sidx_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/query-issue838.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/query-issue838.ast
index dfd39ff..56ba58b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/query-issue838.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/query-issue838.ast
@@ -14,7 +14,6 @@
 ]
 DatasetDecl TweetHistorySubscriptions(TweetHistorySubscription) partitioned by [[subscription-id]]
 DatasetDecl TweetMessages(TweetMessageType) partitioned by [[tweetid]]
-WriteOutputTo asterix_nc1:rttest/query-issue838.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_01.ast
index 2391565..7edf38f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_01.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl MyData1(MyRecord) partitioned by [[id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index-join_rtree-spatial-intersect-point.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_02.ast
index b29fe1f..7edf38f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_02.ast
@@ -13,7 +13,6 @@
 ]
 DatasetDecl MyData1(MyRecord) partitioned by [[id]]
 DatasetDecl MyData2(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_02.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_03.ast
index f04a100..d823e80 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-index-join/spatial-intersect-point_03.ast
@@ -12,7 +12,6 @@
   }
 ]
 DatasetDecl MyData(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/rtree-index-join_spatial-intersect-point_03.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index-open.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index-open.ast
index b5d3bf1..d50fff2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index-open.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index-open.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl MyData(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index_rtree-secondary-index-open.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index.ast
index 4125b9a..a41eb9e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/rtree-secondary-index.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl MyData(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index_rtree-secondary-index.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.ast
index fe90f5c..e50d053 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_01.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.ast
index 877bcbd..65033b9 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_02.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.ast
index 2fe2205..c9129aa 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_03.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.ast
index 4d81225..5455e06 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_04.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.ast
index 9524164..abecec2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_05.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_05.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.ast
index 65642c2..0781ab0 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_06.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_06.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.ast
index ee2107d..4d8112b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_07.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_07.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.ast
index 38e22b1..6690ae4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-let-to-edit-distance-check_08.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-let-to-edit-distance-check_08.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$ed ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_01.ast
index 1992919..6411be4 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_01.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_02.ast
index fe12d67..69f00ed 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_02.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_03.ast
index 58c443c..7efcf40 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_03.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_04.ast
index 6edbf57..05a816a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_04.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_05.ast
index 68b6427..f9528fc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_05.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_05.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_06.ast
index 42feccb..8b6e1f6 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_06.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_06.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_07.ast
index c864e3c..e429260 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_07.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_07.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_08.ast
index 97ab3e7..00c167f 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/edit-distance-to-edit-distance-check_08.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_edit-distance-to-edit-distance-check_08.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-edit-distance-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-edit-distance-check.ast
index b498f55..c0bb9c7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-edit-distance-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-edit-distance-check.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_fuzzyeq-to-edit-distance-check.adm
 Set simfunction=edit-distance
 Set simthreshold=1
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-jaccard-check.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-jaccard-check.ast
index c000fe6..230cadf 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-jaccard-check.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/fuzzyeq-to-jaccard-check.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_fuzzyeq-to-jaccard-check.adm
 Set simfunction=jaccard
 Set simthreshold=0.8f
 Query:
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_01.ast
index 73d96c8..1e82b2d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_01.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_02.ast
index e4e045b..9663372 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_02.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_03.ast
index b2d48ce..d8533cc 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_04.ast
index 9be8f7e..8553de3 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_05.ast
index 94af050..eb04b3a 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_05.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_06.ast
index f29c220..3e0da72 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_06.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_07.ast
index b221064..13825a1 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_07.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_08.ast
index d877c2c..bd35990 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-let-to-jaccard-check_08.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-let-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$jacc ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_01.ast
index edf7b0a..30af3d7 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_01.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_02.ast
index 8b23c9b..3a45e03 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_02.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_03.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_03.ast
index 456ddc3..0ae7b56 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_03.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_03.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_02.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_04.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_04.ast
index e36a6e7..d860c37 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_04.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_04.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_03.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_05.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_05.ast
index 8dbd31c..9fa77bd 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_05.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_05.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_05.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_06.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_06.ast
index a2f20e4..ce9f2c2 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_06.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_06.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_06.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_07.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_07.ast
index 3a17439..93d198d 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_07.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_07.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_07.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_08.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_08.ast
index e19f053..214fc62 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_08.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/similarity/jaccard-to-jaccard-check_08.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/similarity_jaccard-to-jaccard-check_08.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$paper ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/dont-skip-primary-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/dont-skip-primary-index.ast
index ec18343..c409193 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/dont-skip-primary-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/dont-skip-primary-index.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-primary-16.adm
 TypeDecl TestType [
   open RecordType {
     fname : string,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-ngram-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-ngram-index.ast
index ccd9f32..128a04b 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-ngram-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-ngram-index.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_ngram-contains.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-rtree-secondary-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-rtree-secondary-index.ast
index 4125b9a..a41eb9e 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-rtree-secondary-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-rtree-secondary-index.ast
@@ -13,7 +13,6 @@
   }
 ]
 DatasetDecl MyData(MyRecord) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/index_rtree-secondary-index.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index-2.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index-2.ast
index 89f3acb..fa4a469 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index-2.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index-2.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index.ast
index 89f3acb..fa4a469 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-secondary-btree-index.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/btree-index_btree-secondary-57.adm
 TypeDecl TestType [
   open RecordType {
     id : integer,
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-word-index.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-word-index.ast
index 6ae94e1..59447ae 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-word-index.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/skip-index/skip-word-index.ast
@@ -9,7 +9,6 @@
   }
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
-WriteOutputTo asterix_nc1:rttest/inverted-index-basic_word-jaccard.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$o ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/sort-cust.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/sort-cust.ast
index de97209..5c0b397 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/sort-cust.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/sort-cust.ast
@@ -20,7 +20,6 @@
   }
 ]
 DatasetDecl Customers(CustomerType) partitioned by [[cid]]
-WriteOutputTo asterix_nc1:/tmp/custlimit.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_01.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_01.ast
index d37b88e..e8ceb92 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_01.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_01.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/unnest-to-join_01.adm
 Query:
 SELECT ELEMENT [
 Variable [ Name=$y ]
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_02.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_02.ast
index aedd68f..9192518 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_02.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest-to-join_02.ast
@@ -1,5 +1,4 @@
 DataverseUse test
-WriteOutputTo asterix_nc1:rttest/unnest-to-join_02.adm
 Query:
 SELECT ELEMENT [
 QuantifiedExpression SOME [
diff --git a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest_list_in_subplan.ast b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest_list_in_subplan.ast
index b9fd2a2..477d221 100644
--- a/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest_list_in_subplan.ast
+++ b/asterixdb/asterix-app/src/test/resources/optimizerts/results_parser_sqlpp/unnest_list_in_subplan.ast
@@ -16,7 +16,6 @@
 ]
 DatasetDecl DBLP(DBLPType) partitioned by [[id]]
 DatasetDecl TOKENSRANKEDADM(TOKENSRANKEDADMType) partitioned by [[rank]]
-WriteOutputTo asterix_nc1:rttest/unnest_list_in_subplan.adm
 Query:
 SELECT ELEMENT [
 RecordConstructor [
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.1.ddl.sqlpp
new file mode 100644
index 0000000..b09662f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.1.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Run avg over a list of mixed types (ASTERIXDB-3015)
+ */
+
+drop  dataverse test if exists;
+create  dataverse test;
+
+use test;
+
+create dataset d1(id bigint) open type primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.2.update.sqlpp
new file mode 100644
index 0000000..a5943c9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.2.update.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Run avg over a list of mixed types (ASTERIXDB-3015)
+ */
+
+use test;
+
+insert into d1 (
+  [
+    { "id": 1, "i": 1, "v": [ "a", 1, 2, 3 ] },
+    { "id": 2, "i": 2, "v": [ "b", 4, 5, 6 ] }
+  ]
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.3.query.sqlpp
new file mode 100644
index 0000000..eff95e0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.3.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Run avg over a list of mixed types (ASTERIXDB-3015)
+* Expected Res : Failure
+*/
+
+-- param max-warnings:json=100
+
+select avg(x) a from ["a", 1, 2, 3] x;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.4.query.sqlpp
new file mode 100644
index 0000000..756194b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.4.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Run avg over a list of mixed types (ASTERIXDB-3015)
+* Expected Res : Failure
+*/
+
+-- param max-warnings:json=100
+
+use test;
+
+select d1.id, avg(v) a
+from d1, d1.v
+group by d1.id
+order by d1.id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.5.query.sqlpp
new file mode 100644
index 0000000..71b22e7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/aggregate-sql-sugar/avg_mixed/avg_mixed.5.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Run avg over a list of mixed types (ASTERIXDB-3015)
+* Expected Res : Failure
+*/
+
+-- param max-warnings:json=100
+
+use test;
+
+
+select d1.id, avg(v) a
+from d1, d1.v
+/* +hash */ group by d1.id
+order by d1.id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.1.plans.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.1.plans.sqlpp
new file mode 100644
index 0000000..6095b26
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.1.plans.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- param compile-only:string=true
+-- param logical-plan:string=true
+-- param plan-format:string=json
+
+select value v from range(1,2) v where v > ?;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.2.plans.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.2.plans.sqlpp
new file mode 100644
index 0000000..2a4952f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.2.plans.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test additional information returned when client-type=jdbc
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+select v from range(1,2) v where v between ? and ? ;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.3.plans.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.3.plans.sqlpp
new file mode 100644
index 0000000..d7217a4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.3.plans.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test additional information returned when client-type=jdbc (with explain)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+explain select v from range(1,2) v where v between ? and ? ;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.4.plans.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.4.plans.sqlpp
new file mode 100644
index 0000000..8d2bd74
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/compileonly/compileonly.4.plans.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test additional information returned when client-type=jdbc (update statement)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+drop dataverse test1 if exists;
+
+create dataverse test1;
+
+create dataset test1.t1(c1 int not unknown, c2 int) primary key c1;
+
+insert into test1.t1 [{"c1": 1, "c2": ? }, {"c1": 3, "c2": ? }];
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.1.ddl.sqlpp
new file mode 100644
index 0000000..cb28d2f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.1.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2.test3 if exists;
+create dataverse test2.test3;
+
+use test1;
+
+create function f1() {
+  select value r
+  from range(0, 9) r
+};
+
+use test2.test3;
+
+create function f23() {
+  select value r
+  from range(10, 19) r
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.2.query.sqlpp
new file mode 100644
index 0000000..765f51b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/x-www-form-urlencoded
+// param dataverse:string=test1
+
+array_sum(f1());
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.3.query.sqlpp
new file mode 100644
index 0000000..c6e311c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param dataverse:json="test2/test3"
+
+array_sum(f23());
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.4.query.sqlpp
new file mode 100644
index 0000000..252ccb0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/request-dataverse/request-dataverse.4.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Warn if specified dataverse name is unknown
+ */
+
+// requesttype=application/json
+// param dataverse:json="testUnknown"
+// param max-warnings:json=10
+
+array_max(test1.f1());
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.1.signature.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.1.signature.sqlpp
new file mode 100644
index 0000000..3620bde
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.1.signature.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- param compile-only:string=true
+
+select v v1, v v2 from range(1,2) v where v > ?;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.2.signature.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.2.signature.sqlpp
new file mode 100644
index 0000000..37eee90
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.2.signature.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test returned signature when client-type=jdbc (primitive types)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+select
+  int8(v) c_int8,
+  int16(v) c_int16,
+  int32(v) c_int32,
+  int64(v) c_int64,
+  float(v) c_float,
+  double(v) c_double,
+  string(v) c_string,
+  boolean(v) c_boolean,
+  datetime_from_unix_time_in_ms(v) c_datetime,
+  date_from_unix_time_in_days(v) c_date,
+  time_from_unix_time_in_ms(v) c_time,
+  duration_from_months(v) c_duration,
+  year_month_duration(duration_from_months(v)) c_year_month_duration,
+  day_time_duration(duration_from_ms(v)) c_day_time_month_duration,
+  null c_null
+from range(1,2) v
+where v > ?;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.3.signature.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.3.signature.sqlpp
new file mode 100644
index 0000000..07cc798
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.3.signature.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test returned signature when client-type=jdbc (complex types)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+select
+  v c_number,
+  { "f": v } c_record,
+  [ v, v ] c_array,
+  {{ v, v }} c_multiset
+from range(1,2) v
+where v > ?;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.4.signature.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.4.signature.sqlpp
new file mode 100644
index 0000000..3e3d170
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.4.signature.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test returned signature when client-type=jdbc (unknown types)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+select
+  v c_number,
+  case when v = 1 then { "f": v } else [ v, v ] end c_case,
+  missing c_missing
+from range(1,2) v
+where v > ?;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.5.signature.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.5.signature.sqlpp
new file mode 100644
index 0000000..c776f31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/api/signature/signature.5.signature.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test returned signature when client-type=jdbc (types from a dataset)
+ */
+
+-- param client-type:string=jdbc
+-- param compile-only:string=true
+
+select DataverseName, DatasetName, ViewDetails
+from Metadata.`Dataset`;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..2b75805
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesBusinessID ON YelpCheckin (UNNEST dates, business_id) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessIDDates ON YelpCheckin (business_id, UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..f911125
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.3.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..5e214f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for a record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesBusiness ON YelpCheckin (UNNEST checkin_times.dates, (business_id)) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessDates ON YelpCheckin (business_id, UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..3fd8b82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-2.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.3.query.sqlpp
new file mode 100644
index 0000000..0f23cd4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..94d914c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->atomic index, as well as a composite index on both fields. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesTimes ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id) EXCLUDE UNKNOWN KEY;
+
+CREATE INDEX  IdxYelpCheckinDatesTimesBusiness
+ON            YelpCheckin  ((UNNEST checkin_times SELECT date, time),
+                           (business_id))
+EXCLUDE UNKNOWN KEY;
+CREATE INDEX  IdxYelpCheckinBusinessDatesTimes
+ON            YelpCheckin (business_id,
+                           UNNEST checkin_times SELECT date, time)
+EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..371bc27
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..27f01aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT
+WHERE "2016-04-26" = CT.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..4b8297f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+CREATE INDEX  IdxYelpCheckinDatesBusiness
+ON            YelpCheckin ((UNNEST checkin_times UNNEST dates),
+                           business_id)
+EXCLUDE UNKNOWN KEY;
+CREATE INDEX  IdxYelpCheckinBusinessDates
+ON            YelpCheckin (business_id,
+                           UNNEST checkin_times UNNEST dates)
+EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..5f7417c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-4.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.3.query.sqlpp
new file mode 100644
index 0000000..8ba650f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..58f62e5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for a record->record->record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX   IdxYelpCheckinDates
+ON             YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
new file mode 100644
index 0000000..277d30b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-3-level-record-path.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.3.query.sqlpp
new file mode 100644
index 0000000..cee1887
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.ddl.sqlpp
new file mode 100644
index 0000000..1c444c6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation on array indexes with more than one PK.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.2.update.sqlpp
new file mode 100644
index 0000000..38b50e6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-composite-pk.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.3.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..89a1142
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array index with filter fields.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id WITH FILTER ON business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.2.update.sqlpp
new file mode 100644
index 0000000..38b50e6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-composite-pk.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.3.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.ddl.sqlpp
new file mode 100644
index 0000000..b678952
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.ddl.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.2.update.sqlpp
new file mode 100644
index 0000000..f911125
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin 
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.3.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..5241534
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.3.ddl.sqlpp
new file mode 100644
index 0000000..1e44b75
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesBusinessID ON YelpCheckin (UNNEST dates, business_id) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id, UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..0b3cfea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for a record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..2549e8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.3.ddl.sqlpp
new file mode 100644
index 0000000..5f9cbe3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.3.ddl.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+
+/* It would be more user-friendly to use (UNNEST checkin_times.dates), (business_id), but we are able to infer this
+   from our grammar alone. We leave this in to also exercise our parser. */
+CREATE INDEX IdxYelpCheckinDatesBusiness ON YelpCheckin (UNNEST checkin_times.dates, business_id) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessDates ON YelpCheckin (business_id, UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..0f23cd4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..d820ff8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->atomic index, as well as a composite index on both fields. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..02ddf21
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.3.ddl.sqlpp
new file mode 100644
index 0000000..4154d37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..27f01aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT
+WHERE "2016-04-26" = CT.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.5.ddl.sqlpp
new file mode 100644
index 0000000..0cfbc1f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.5.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DROP INDEX YelpCheckin.IdxYelpCheckinDates;
+CREATE INDEX IdxYelpCheckinDatesTimes ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
+
+CREATE INDEX  IdxYelpCheckinDatesTimesBusiness
+ON            YelpCheckin ((UNNEST checkin_times SELECT date, time),
+                           (business_id))
+EXCLUDE UNKNOWN KEY;
+CREATE INDEX  IdxYelpCheckinBusinessDatesTimes
+ON            YelpCheckin (business_id,
+                           UNNEST checkin_times SELECT date, time)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..27f01aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT
+WHERE "2016-04-26" = CT.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..f42b348
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..7fcf9e4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.3.ddl.sqlpp
new file mode 100644
index 0000000..cd79b9b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.3.ddl.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
+CREATE INDEX  IdxYelpCheckinDatesBusiness
+ON            YelpCheckin ((UNNEST checkin_times UNNEST dates),
+                           business_id)
+EXCLUDE UNKNOWN KEY;
+CREATE INDEX  IdxYelpCheckinBusinessDates
+ON            YelpCheckin (business_id,
+                           UNNEST checkin_times UNNEST dates)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..8ba650f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..acd005f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for a record->record->record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
new file mode 100644
index 0000000..884c224
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
@@ -0,0 +1,617 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2016-04-26",
+                            "2016-08-30",
+                            "2016-10-15",
+                            "2016-11-18",
+                            "2017-04-20",
+                            "2017-05-03",
+                            "2019-03-19"
+                        ],
+                        "times": [
+                            "19:49:16",
+                            "18:36:57",
+                            "02:45:18",
+                            "01:54:50",
+                            "18:39:06",
+                            "17:58:02",
+                            "22:04:48"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2018-05-25",
+                            "2018-09-18",
+                            "2019-10-18"
+                        ],
+                        "times": [
+                            "19:52:07",
+                            "16:09:44",
+                            "21:29:09"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2019-06-07"
+                        ],
+                        "times": [
+                            "17:54:58"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2011-05-03",
+                            "2011-08-23",
+                            "2014-12-04",
+                            "2016-11-16"
+                        ],
+                        "times": [
+                            "20:54:05",
+                            "20:49:45",
+                            "06:13:01",
+                            "19:25:55"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2016-06-18",
+                            "2016-10-15"
+                        ],
+                        "times": [
+                            "21:35:45",
+                            "18:17:51"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-04-02"
+                        ],
+                        "times": [
+                            "21:45:17"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2014-08-27",
+                            "2015-12-19",
+                            "2018-11-27"
+                        ],
+                        "times": [
+                            "17:49:18",
+                            "21:30:31",
+                            "15:53:50"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2014-01-28",
+                            "2014-11-16",
+                            "2015-11-15",
+                            "2015-11-15"
+                        ],
+                        "times": [
+                            "20:56:04",
+                            "16:11:58",
+                            "19:21:53",
+                            "19:33:39"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2019-04-11"
+                        ],
+                        "times": [
+                            "18:30:12"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-06-06",
+                            "2019-03-14"
+                        ],
+                        "times": [
+                            "20:01:06",
+                            "22:01:52"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2018-09-29",
+                            "2018-10-20",
+                            "2018-10-20"
+                        ],
+                        "times": [
+                            "18:55:17",
+                            "16:48:05",
+                            "22:20:24"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2011-04-23",
+                            "2014-05-04",
+                            "2014-05-11",
+                            "2014-06-04",
+                            "2015-12-05",
+                            "2017-05-15"
+                        ],
+                        "times": [
+                            "21:11:22",
+                            "19:42:48",
+                            "19:16:08",
+                            "19:14:18",
+                            "19:22:42",
+                            "23:19:00"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2012-07-13",
+                            "2016-12-24",
+                            "2017-08-31"
+                        ],
+                        "times": [
+                            "21:43:57",
+                            "02:27:31",
+                            "00:35:26"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2013-04-13",
+                            "2013-08-19",
+                            "2013-10-04"
+                        ],
+                        "times": [
+                            "12:35:33",
+                            "23:35:49",
+                            "19:14:56"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2016-09-10",
+                            "2018-09-08",
+                            "2019-09-13"
+                        ],
+                        "times": [
+                            "19:26:19",
+                            "14:15:37",
+                            "22:47:25"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2017-05-19",
+                            "2017-05-19",
+                            "2017-08-28",
+                            "2017-09-20",
+                            "2017-10-01",
+                            "2017-10-01",
+                            "2017-12-27"
+                        ],
+                        "times": [
+                            "14:30:16",
+                            "14:30:25",
+                            "15:49:37",
+                            "20:19:51",
+                            "16:31:05",
+                            "16:56:27",
+                            "23:33:20"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2019-06-05"
+                        ],
+                        "times": [
+                            "18:22:49"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2011-09-24",
+                            "2014-03-10",
+                            "2015-05-27",
+                            "2015-08-29",
+                            "2018-03-16"
+                        ],
+                        "times": [
+                            "21:37:32",
+                            "20:20:07",
+                            "00:40:24",
+                            "17:58:15",
+                            "15:03:26"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-03-16",
+                            "2015-12-21",
+                            "2016-10-28",
+                            "2016-10-28"
+                        ],
+                        "times": [
+                            "23:51:16",
+                            "04:48:01",
+                            "20:22:42",
+                            "20:23:00"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2013-10-22",
+                            "2014-11-21"
+                        ],
+                        "times": [
+                            "16:49:21",
+                            "17:39:24"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2014-08-07",
+                            "2014-09-16",
+                            "2014-10-12",
+                            "2015-07-21",
+                            "2015-07-21"
+                        ],
+                        "times": [
+                            "18:30:48",
+                            "20:41:45",
+                            "23:22:27",
+                            "20:43:56",
+                            "20:45:07"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-05-02",
+                            "2015-05-06",
+                            "2015-09-26"
+                        ],
+                        "times": [
+                            "19:49:05",
+                            "03:52:18",
+                            "01:13:19"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-04-11",
+                            "2015-11-21",
+                            "2016-05-06",
+                            "2017-08-09",
+                            "2017-10-21"
+                        ],
+                        "times": [
+                            "13:14:14",
+                            "16:05:56",
+                            "14:10:04",
+                            "15:15:10",
+                            "15:12:56"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-12-03",
+                            "2016-03-17",
+                            "2016-11-02"
+                        ],
+                        "times": [
+                            "18:44:00",
+                            "18:19:21",
+                            "15:58:38"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2019-04-04"
+                        ],
+                        "times": [
+                            "22:02:37"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2019-02-27"
+                        ],
+                        "times": [
+                            "14:03:08"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2011-12-21",
+                            "2012-04-15",
+                            "2012-04-15",
+                            "2013-06-30",
+                            "2013-10-04",
+                            "2014-07-16"
+                        ],
+                        "times": [
+                            "19:02:51",
+                            "04:21:39",
+                            "14:23:56",
+                            "22:39:51",
+                            "20:34:13",
+                            "02:28:40"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2018-06-13"
+                        ],
+                        "times": [
+                            "20:16:07"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2015-05-29",
+                            "2015-06-01"
+                        ],
+                        "times": [
+                            "16:46:17",
+                            "15:03:53"
+                        ]
+                    }
+                }
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_data": {
+                "checkin_temporal": {
+                    "checkin_times": {
+                        "dates": [
+                            "2011-10-08",
+                            "2014-08-18",
+                            "2016-01-07",
+                            "2016-10-21",
+                            "2016-12-01",
+                            "2016-12-29",
+                            "2018-07-22",
+                            "2018-09-07",
+                            "2019-03-08"
+                        ],
+                        "times": [
+                            "12:02:23",
+                            "02:11:11",
+                            "05:27:51",
+                            "20:15:55",
+                            "03:57:10",
+                            "01:54:42",
+                            "19:55:31",
+                            "01:42:54",
+                            "03:41:06"
+                        ]
+                    }
+                }
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
new file mode 100644
index 0000000..01be97a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
new file mode 100644
index 0000000..cee1887
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp
new file mode 100644
index 0000000..88ac065
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation on array indexes with more than one PK.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.2.update.sqlpp
new file mode 100644
index 0000000..6498c14
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.2.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..29fd915
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array index with filter fields.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED WITH FILTER ON business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.ddl.sqlpp
new file mode 100644
index 0000000..6312915
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       GenericType AS { _id: bigint  };
+CREATE DATASET    TestDataset (GenericType)
+PRIMARY KEY       _id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.2.update.sqlpp
new file mode 100644
index 0000000..e901b37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.2.update.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE               TestDataverse;
+
+INSERT INTO       TestDataset [
+    { "_id": 100, "f": 1, "a": {"b": [{"c": {"d": 1}}]} },
+    { "_id": 101, "f": "a", "a": null },
+    { "_id": 102, "f": "a", "a": {"b": null} },
+    { "_id": 103, "f": "a", "a": {"b": [{"c": null}]} },
+    { "_id": 104, "f": "a", "a": {"b": [{"c": {"d": null}}]} }
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.3.ddl.sqlpp
new file mode 100644
index 0000000..8e4091e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.3.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE               TestDataverse;
+
+CREATE INDEX      TestIdx
+ON                TestDataset (
+    f : bigint,
+    UNNEST a.b
+    SELECT c.d : bigint
+) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.4.query.sqlpp
new file mode 100644
index 0000000..a5de0da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+FROM    TestDataset D
+UNNEST  D.a.b AB
+WHERE   D.f = 1 AND AB.c.d = 1
+SELECT  D._id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..4076942
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.3.ddl.sqlpp
new file mode 100644
index 0000000..5a6513a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..01511bb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for a record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..2549e8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.3.ddl.sqlpp
new file mode 100644
index 0000000..be8f99d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..0f23cd4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..e2340e0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->atomic index, as well as a composite index on both fields. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..02ddf21
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.3.ddl.sqlpp
new file mode 100644
index 0000000..4c7e924
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..27f01aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT
+WHERE "2016-04-26" = CT.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.5.ddl.sqlpp
new file mode 100644
index 0000000..f5eddd5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.5.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DROP INDEX YelpCheckin.IdxYelpCheckinDates;
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_times SELECT date : string , time : string )
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..27f01aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT
+WHERE "2016-04-26" = CT.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..3487452
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the bulk-loading operation for an array->record->array->atomic index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..7fcf9e4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.3.ddl.sqlpp
new file mode 100644
index 0000000..176da7e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..8ba650f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.1.ddl.sqlpp
new file mode 100644
index 0000000..e3a2e46
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.1.ddl.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+    _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    Dataset2 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE INDEX      d1Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
+CREATE INDEX      d2Idx
+ON                Dataset1 (
+    field1 : bigint,
+    ( UNNEST outer_items
+      UNNEST inner_items
+      SELECT field2 : bigint,
+             field3 : bigint ),
+    field4 : bigint
+) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.10.query.sqlpp
new file mode 100644
index 0000000..1f113ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.10.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Existential quantification query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM      Dataset2 D2,
+          Dataset1 D1
+WHERE     D1.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+          ( SOME DOI IN D1.outer_items
+            SATISFIES DOI.field2_notindexed = TO_BIGINT(D2.field2_notindexed) AND
+                      ( SOME DII IN DOI.inner_items
+                        SATISFIES DII.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+                                  DII.field3 /* +indexnl */ = TO_BIGINT(D2.field3) AND
+                                  DII.field3_notindexed = TO_BIGINT(D2.field3_notindexed) ) ) AND
+          D1.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT    D1.field1, D1.outer_items, D1.field4
+ORDER BY  D1.field1, D1.outer_items, D1.field4;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.2.update.sqlpp
new file mode 100644
index 0000000..f66b749
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.2.update.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE               TestDataverse;
+
+INSERT INTO       Dataset1 [
+    { "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ], "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4, "field4_notindexed": 4 },
+    { "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ], "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4, "field4_notindexed": 4 },
+    { "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 300 } ], "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 300 } ] } ], "field4": 4, "field4_notindexed": 400 },
+    { "field1": 100, "items": [ { "field2": 200, "field3": 300, "field3_notindexed": 3 } ], "outer_items": [ { "field2_notindexed": 200, "inner_items": [ { "field2": 200, "field3": 300, "field3_notindexed": 3 } ] } ], "field4": 400, "field4_notindexed": 4 },
+    { "field1": -1, "items": [ { "field2": -2, "field3": -3, "field3_notindexed": -3 } ], "outer_items": [ { "field2_notindexed": -2, "inner_items": [ { "field2": -2, "field3": -3, "field3_notindexed": -3 } ] } ], "field4": -4, "field4_notindexed": -4 },
+    { "field1": -1, "items": [ { "field2": -2, "field3": -3, "field3_notindexed": -3 } ], "outer_items": [ { "field2_notindexed": -2, "inner_items": [ { "field2": -2, "field3": -3, "field3_notindexed": -3 } ] } ], "field4": -4, "field4_notindexed": -4 }
+];
+
+INSERT INTO       Dataset2 [
+    { "field1": 1, "field2_notindexed": 2, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 },
+    { "field1": 1, "field2_notindexed": 200, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 },
+    { "field1": 100, "field2_notindexed": 2, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 },
+    { "field1": 100, "field2_notindexed": 200, "field2": 200, "field3": 300, "field3_notindexed": 300, "field4": 400, "field4_notindexed": 400 },
+    { "field1": -100, "field2_notindexed": -200, "field2": -200, "field3": -300, "field3_notindexed": -300, "field4": -400, "field4_notindexed": -400 }
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.3.query.sqlpp
new file mode 100644
index 0000000..e860165
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Explicit UNNEST query with all fields of a composite index.
+FROM      Dataset1 D
+UNNEST    D.items DI
+WHERE     D.field1 = 1 AND
+          DI.field2 = 2 AND
+          DI.field3 = 3 AND
+          D.field4 = 4
+SELECT    D.field1, DI.field2, DI.field3, DI.field3_notindexed, D.field4, D.field4_notindexed
+ORDER BY  D.field1, DI.field2, DI.field3, DI.field3_notindexed, D.field4, D.field4_notindexed;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.4.query.sqlpp
new file mode 100644
index 0000000..b19f711
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Explicit UNNEST query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM      Dataset1 D
+UNNEST    D.items DI
+WHERE     D.field1 = 1 AND
+          DI.field2 = 2 AND
+          DI.field3 = 3 AND
+          DI.field3_notindexed = 3 AND
+          D.field4 = 4 AND
+          D.field4_notindexed = 4
+SELECT    D.field1, DI.field2, DI.field3, DI.field3_notindexed, D.field4, D.field4_notindexed
+ORDER BY  D.field1, DI.field2, DI.field3, DI.field3_notindexed, D.field4, D.field4_notindexed;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.5.query.sqlpp
new file mode 100644
index 0000000..e6002c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.5.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Existential quantification query with all fields of a composite index.
+FROM      Dataset1 D
+WHERE     D.field1 = 1 AND
+          ( SOME DI IN D.items
+            SATISFIES DI.field2 = 2 AND
+                      DI.field3 = 3 ) AND
+          D.field4 = 4
+SELECT    D.field1, D.items, D.field4, D.field4_notindexed
+ORDER BY  D.field1, D.items, D.field4, D.field4_notindexed;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.6.query.sqlpp
new file mode 100644
index 0000000..12b6f4f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.6.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Existential quantification query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM      Dataset1 D
+WHERE     D.field1 = 1 AND
+          ( SOME DOI IN D.outer_items
+            SATISFIES DOI.field2_notindexed = 2 AND
+                      ( SOME DII IN DOI.inner_items
+                        SATISFIES DII.field2 = 2 AND
+                                  DII.field3 = 3 AND
+                                  DII.field3_notindexed = 3 ) ) AND
+          D.field4 = 4
+SELECT    D.field1, D.outer_items, D.field4
+ORDER BY  D.field1, D.outer_items, D.field4;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.7.query.sqlpp
new file mode 100644
index 0000000..9ab9213
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.7.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Explicit UNNEST join query with all fields of a composite index.
+FROM      Dataset2 D2
+INNER JOIN  (
+    FROM    Dataset1 D1
+    UNNEST  D1.items D1I
+    SELECT  D1.field1, D1I.field2, D1I.field3, D1.field4
+) AS      D1IV
+ON        D1IV.field1 /* +indexnl */ = D2.field1 AND
+          D1IV.field2 /* +indexnl */ = D2.field2 AND
+          D1IV.field3 /* +indexnl */ = D2.field3 AND
+          D1IV.field4 /* +indexnl */ = D2.field4
+SELECT    D2.field1, D2.field2, D2.field3, D2.field4
+ORDER BY  D2.field1, D2.field2, D2.field3, D2.field4;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.8.query.sqlpp
new file mode 100644
index 0000000..907817b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.8.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Explicit UNNEST join query with all fields of a composite index, with extra clauses on non-indexed fields.
+FROM      Dataset2 D2
+INNER JOIN  (
+    FROM    Dataset1 D1
+    UNNEST  D1.items D1I
+    SELECT  D1.field1, D1I.field2, D1I.field3, D1I.field3_notindexed, D1.field4
+) AS      D1IV
+ON        D1IV.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+          D1IV.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+          D1IV.field3 /* +indexnl */ = TO_BIGINT(D2.field3) AND
+          D1IV.field3_notindexed     = D2.field3_notindexed AND
+          D1IV.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT    D2.field1, D2.field2, D2.field3, D2.field3_notindexed, D2.field4, D2.field4_notindexed
+ORDER BY  D2.field1, D2.field2, D2.field3, D2.field3_notindexed, D2.field4, D2.field4_notindexed;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.9.query.sqlpp
new file mode 100644
index 0000000..f84f82d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/composite-index-queries/composite-index-queries.9.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET               `compiler.arrayindex` "true";
+USE               TestDataverse;
+
+-- Existential quantification join query with all fields of a composite index.
+FROM      Dataset2 D2,
+          Dataset1 D1
+WHERE     D1.field1 /* +indexnl */ = TO_BIGINT(D2.field1) AND
+          ( SOME D1I IN D1.items
+            SATISFIES D1I.field2 /* +indexnl */ = TO_BIGINT(D2.field2) AND
+                      D1I.field3 /* +indexnl */ = TO_BIGINT(D2.field3) ) AND
+          D1.field4 /* +indexnl */ = TO_BIGINT(D2.field4)
+SELECT    D2.field1, D2.field2, D2.field3, D2.field4
+ORDER BY  D2.field1, D2.field2, D2.field3, D2.field4;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.1.ddl.sqlpp
new file mode 100644
index 0000000..5929898
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.1.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestDataverse IF EXISTS;
+CREATE DATAVERSE TestDataverse;
+USE TestDataverse;
+
+CREATE TYPE TestType AS { _id: bigint };
+CREATE DATASET IndexedDataset (TestType) PRIMARY KEY _id;
+
+// We MUST specify EXCLUDE UNKNOWN KEY for array indexes.
+CREATE INDEX testIndex ON IndexedDataset ( UNNEST items SELECT item: bigint );
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.2.ddl.sqlpp
new file mode 100644
index 0000000..192c64b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-include-unknown-key/index-include-unknown-key.2.ddl.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestDataverse IF EXISTS;
+CREATE DATAVERSE TestDataverse;
+USE TestDataverse;
+
+CREATE TYPE TestType AS { _id: bigint };
+CREATE DATASET IndexedDataset (TestType) PRIMARY KEY _id;
+
+CREATE INDEX testIndex ON IndexedDataset ( UNNEST items SELECT item: bigint ) INCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-on-closed-array/index-on-closed-array.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-on-closed-array/index-on-closed-array.1.ddl.sqlpp
new file mode 100644
index 0000000..0e9f581
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-on-closed-array/index-on-closed-array.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that an error is thrown when trying to create a typed index on a non-existent closed field within an array.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinTimeType AS CLOSED {
+    time: string
+};
+CREATE TYPE CheckinType AS CLOSED {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [CheckinTimeType]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..ca5e69b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are not able to index more than one array field at different depths.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string],
+    times: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates, UNNEST times) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.2.ddl.sqlpp
new file mode 100644
index 0000000..5be89bd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-two-array-fields/index-two-array-fields.2.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin ((UNNEST checkin_times SELECT date),
+                           UNNEST checkin_times UNNEST times)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-with-enforced-type/index-with-enforced-type.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-with-enforced-type/index-with-enforced-type.1.ddl.sqlpp
new file mode 100644
index 0000000..4838400
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/index-with-enforced-type/index-with-enforced-type.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that an error is thrown when trying to create an enforced typed index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinTimeType AS {
+    time: string
+};
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [CheckinTimeType]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string) ENFORCED EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.1.ddl.sqlpp
new file mode 100644
index 0000000..e2d7054
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a specified path that is valid through record-pathing, but invalid through array pathing.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_time: {
+        date: string,
+        time: string
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_time SELECT date) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.2.ddl.sqlpp
new file mode 100644
index 0000000..0c73ad9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/invalid-array-path/invalid-array-path.2.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a specified path that is valid through record-pathing, but invalid through array pathing.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_time: {
+        date: string,
+        time: string
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_time.date) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.1.ddl.sqlpp
new file mode 100644
index 0000000..e3cc4be
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.1.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST open_array_f) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.2.ddl.sqlpp
new file mode 100644
index 0000000..141bb4c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.2.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST open_array_f UNNEST nested_array) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.3.ddl.sqlpp
new file mode 100644
index 0000000..11f15e0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.3.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST array_f UNNEST nested_array) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.4.ddl.sqlpp
new file mode 100644
index 0000000..996ae2d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.4.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST array_f SELECT proj1) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.5.ddl.sqlpp
new file mode 100644
index 0000000..3f314a3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.5.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST array_f UNNEST nested_array SELECT proj1) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.6.ddl.sqlpp
new file mode 100644
index 0000000..2dd04c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.6.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST open_array_f SELECT proj1) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.7.ddl.sqlpp
new file mode 100644
index 0000000..b5d09af
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.7.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that a proper error message is reported when the type of the indexed field could not be found
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
+CREATE DATAVERSE testDv;
+USE testDv;
+
+CREATE TYPE t0 as {a: string};
+CREATE TYPE t1 as {id: int, obj_f: t0, array_f: [t0]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
+
+CREATE INDEX idx1 ON ds(UNNEST open_array_f UNNEST nested_array SELECT proj1) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.8.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.8.ddl.sqlpp
new file mode 100644
index 0000000..8c95583
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/error-handling/no-field-type/no-field-type.8.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE testDv IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..d75e0ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index: 
+ *     1) Insert into an empty index (non bulk-load operation), additionally with two records that have no array-index qualifying entries.
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all *original* (all records have qualifying array-index entries now) entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..ba9a31b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,272 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": []
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": []
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.6.update.sqlpp
new file mode 100644
index 0000000..055fe8c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.6.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.7.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..aa54f8c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times.times) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..2549e8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.6.update.sqlpp
new file mode 100644
index 0000000..9467e0d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.6.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.7.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..0470f10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->record->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times SELECT time) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..4fd7c64
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.6.update.sqlpp
new file mode 100644
index 0000000..b3f8466
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.6.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.7.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..ff693cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->record->array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times UNNEST times) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..0360912
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+      [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.6.update.sqlpp
new file mode 100644
index 0000000..b5b6c72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.6.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+      [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.7.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp
new file mode 100644
index 0000000..49406b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index, with an additional atomic index:
+ *     1) Insert into an empty index (non bulk-load operation), additionally with two records that have no array-index qualifying entries.
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all *original* (all records have qualifying array-index entries now) entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: int,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp
new file mode 100644
index 0000000..8ee1570
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp
@@ -0,0 +1,302 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": []
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": []
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp
new file mode 100644
index 0000000..965ccc8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..d468d7a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for a composite array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: int,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.update.sqlpp
new file mode 100644
index 0000000..2f7a9fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.5.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.5.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.6.update.sqlpp
new file mode 100644
index 0000000..5ec7879
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.6.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.7.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.7.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..193c4fb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index having a dataset filter field:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id WITH FILTER ON business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.5.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.6.update.sqlpp
new file mode 100644
index 0000000..055fe8c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.6.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.7.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..4dd2cc3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation), additionally with two records that have no array-index qualifying entries.
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all *original* (all records have qualifying array-index entries now) entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..ba9a31b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,272 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": []
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": []
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.6.update.sqlpp
new file mode 100644
index 0000000..055fe8c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.6.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.7.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-1/use-case-1.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..37ac4ad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string ) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times.times : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..2549e8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.6.update.sqlpp
new file mode 100644
index 0000000..9467e0d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.6.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.7.query.sqlpp
new file mode 100644
index 0000000..a440550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-2/use-case-2.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..904dcfe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->record->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string ) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times SELECT time : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..4fd7c64
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.6.update.sqlpp
new file mode 100644
index 0000000..b3f8466
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.6.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.7.query.sqlpp
new file mode 100644
index 0000000..2757b02
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-3/use-case-3.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..0844653
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->record->array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY business_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTimes ON YelpCheckin (UNNEST checkin_times UNNEST times : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..0360912
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+      [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.6.update.sqlpp
new file mode 100644
index 0000000..b5b6c72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.6.update.sqlpp
@@ -0,0 +1,425 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+      [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [
+                {
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [
+               {
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                {
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [
+                {
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [
+                {
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [
+                {
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [
+                {
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [
+                 {
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [
+                {
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [
+                {
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [
+                {
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [
+                {
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [
+                {
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [
+                {
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [
+                {
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [
+                {
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [
+                {
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [
+                {
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [
+                {
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [
+                {
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.7.query.sqlpp
new file mode 100644
index 0000000..3406a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/use-case-4/use-case-4.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp
new file mode 100644
index 0000000..d7d01c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for an array->atomic index, with an additional atomic index:
+ *     1) Insert into an empty index (non bulk-load operation), additionally with two records that have no array-index qualifying entries.
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all *original* (all records have qualifying array-index entries now) entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: int
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id : string ?);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp
new file mode 100644
index 0000000..8ee1570
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.update.sqlpp
@@ -0,0 +1,302 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": []
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": []
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp
new file mode 100644
index 0000000..965ccc8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.6.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp
new file mode 100644
index 0000000..69fe7cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..9d81f0a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the following DML actions for a composite array->atomic index:
+ *     1) Insert into an empty index (non bulk-load operation).
+ *     2) Delete all-but-one entry from the index.
+ *     3) Upsert all entries into the index.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: int
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id;
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_times SELECT date : string , time : string )
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.update.sqlpp
new file mode 100644
index 0000000..2f7a9fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.4.update.sqlpp
new file mode 100644
index 0000000..ea1dba3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.4.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+DELETE FROM YelpCheckin C
+WHERE C.business_id != "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.5.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.5.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.6.update.sqlpp
new file mode 100644
index 0000000..5ec7879
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.6.update.sqlpp
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+UPSERT INTO YelpCheckin (
+    [
+        {
+            "checkin_id": 1,
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "checkin_id": 2,
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "checkin_id": 3,
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "checkin_id": 4,
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "checkin_id": 5,
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "checkin_id": 6,
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "checkin_id": 7,
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "checkin_id": 8,
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "checkin_id": 9,
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "checkin_id": 10,
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "checkin_id": 11,
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "checkin_id": 12,
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "checkin_id": 13,
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "checkin_id": 14,
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "checkin_id": 15,
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "checkin_id": 16,
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "checkin_id": 17,
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "checkin_id": 18,
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "checkin_id": 19,
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "checkin_id": 20,
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "checkin_id": 21,
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "checkin_id": 22,
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "checkin_id": 23,
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "checkin_id": 24,
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "checkin_id": 25,
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "checkin_id": 26,
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "checkin_id": 27,
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "checkin_id": 28,
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "checkin_id": 29,
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "checkin_id": 30,
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.7.query.sqlpp
new file mode 100644
index 0000000..baf548c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.7.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > " " AND 
+      D.time > " " AND 
+      C.business_id > " ";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..5e91e18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckinA(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinB(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDatesA ON YelpCheckinA (UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesB ON YelpCheckinB (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..6c84dec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinA (
+    [
+        {
+            "business_id": "1",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "2",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "3",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        }
+    ]
+);
+INSERT INTO YelpCheckinB (
+    [
+        {
+            "business_id": "A",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "B",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "C",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "D",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "E",
+            "dates": [ ]
+        }
+    ]
+);
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2019-06-07 17:54:58", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.3.query.sqlpp
new file mode 100644
index 0000000..1728e9f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     M.datetime /*+ indexnl */ IN A.dates
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..d420403
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     ( SOME D IN A.dates
+            SATISFIES M.datetime /*+ indexnl */ = D )
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..2f0ba7d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     LEN(A.dates) > 0 AND
+          ( EVERY D IN A.dates
+            SATISFIES M.datetime /*+ indexnl */ = D )
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.6.query.sqlpp
new file mode 100644
index 0000000..495eb72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A, YelpCheckinB B
+WHERE     M.datetime /*+ indexnl */ IN A.dates AND
+          M.datetime /*+ indexnl */ IN B.dates
+SELECT    M.marker, A.business_id AS business_id_a, B.business_id AS business_id_b
+ORDER BY  M.marker, A.business_id, B.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.7.query.sqlpp
new file mode 100644
index 0000000..89e3a82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-1/use-case-1.7.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     SOME AND EVERY D IN A.dates
+          SATISFIES M.datetime /*+ indexnl */ = D
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..4baf2d8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckinA(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDatesA ON YelpCheckinA (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..044737d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinA (
+    [
+        {
+            "business_id": "1",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "2",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-06-07"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "3",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        }
+    ]
+);
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.3.query.sqlpp
new file mode 100644
index 0000000..d233441
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     M.date /*+ indexnl */ IN A.checkin_times.dates
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..4f641ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM      YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE     SOME AND EVERY D IN A.checkin_times.dates
+          SATISFIES M.date /*+ indexnl */ = D
+SELECT    M.marker, A.business_id
+ORDER BY  M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..a20eeab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..24efca4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "1",
+            "checkin_times": [
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "2",
+            "checkin_times": [
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-06-07", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "3",
+            "checkin_times": [
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        }
+    ]
+);
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..1bd6236
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckin C
+WHERE    SOME D IN C.checkin_times
+         SATISFIES D.date /*+ indexnl */ = M.date
+SELECT   M.marker, C.business_id
+ORDER BY M.marker, C.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..54a0bc4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckin C
+WHERE    SOME AND EVERY D IN C.checkin_times
+         SATISFIES D.date /*+ indexnl */ = M.date
+SELECT   M.marker, C.business_id
+ORDER BY M.marker, C.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..9d0a698
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckinA(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinB(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
+CREATE INDEX IdxYelpCheckinDatesA ON YelpCheckinA (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesB ON YelpCheckinB (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..375b518
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinA (
+    [
+        {
+            "business_id": "1",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "2",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-07", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2019-06-07"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "3",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        }
+    ]
+);
+INSERT INTO YelpCheckinB (
+    [
+        {
+            "business_id": "A",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "B",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-07", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2019-06-07"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "C",
+            "checkin_times": [
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        }
+    ]
+);
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.3.query.sqlpp
new file mode 100644
index 0000000..6bcb7a0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.3.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE    SOME CT IN A.checkin_times
+         SATISFIES ( SOME D IN CT.dates
+                     SATISFIES D /*+ indexnl */ = M.date )
+SELECT   M.marker, A.business_id
+ORDER BY M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..ffaf276
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE    SOME AND EVERY CT IN A.checkin_times
+         SATISFIES ( SOME D IN CT.dates
+                     SATISFIES D /*+ indexnl */ = M.date )
+SELECT   M.marker, A.business_id
+ORDER BY M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..a37d923
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckinA A
+WHERE    SOME AND EVERY CT IN A.checkin_times
+         SATISFIES ( SOME AND EVERY D IN CT.dates
+                     SATISFIES D /*+ indexnl */ = M.date )
+SELECT   M.marker, A.business_id
+ORDER BY M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.6.query.sqlpp
new file mode 100644
index 0000000..bf5e128
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-quantified-queries/use-case-4/use-case-4.6.query.sqlpp
@@ -0,0 +1,31 @@
+
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M, YelpCheckinA A, YelpCheckinB B
+WHERE    ( SOME AND EVERY CT IN A.checkin_times
+           SATISFIES ( SOME AND EVERY D IN CT.dates
+                       SATISFIES D /*+ indexnl */ = M.date ) ) AND
+         ( SOME AND EVERY CT IN B.checkin_times
+           SATISFIES ( SOME AND EVERY D IN CT.dates
+                       SATISFIES D /*+ indexnl */ = M.date ) )
+SELECT   M.marker, A.business_id AS business_id_a, B.business_id AS business_id_b
+ORDER BY M.marker, A.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.ddl.sqlpp
new file mode 100644
index 0000000..db03322
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       GenericType AS { _id: uuid  };
+CREATE DATASET    IndexedDataset (GenericType)
+PRIMARY KEY       _id AUTOGENERATED;
+CREATE DATASET    ProbeDataset (GenericType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+CREATE INDEX      TestIdx
+ON                IndexedDataset (
+    UNNEST items
+    SELECT val : bigint
+) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.2.update.sqlpp
new file mode 100644
index 0000000..7f8aca6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.2.update.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE               TestDataverse;
+
+INSERT INTO      IndexedDataset [
+  {"items": [{"val": 1}, {"val": 2}]}
+];
+INSERT INTO      ProbeDataset [
+  {"val": 1},
+  {"val": 1},
+  {"val": 2},
+  {"val": 3},
+  {"val": null}
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.3.query.sqlpp
new file mode 100644
index 0000000..b4bf399
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/loj-subquery/loj-subquery.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET              `compiler.arrayindex` "true";
+USE              TestDataverse;
+
+FROM               ProbeDataset P
+LEFT OUTER UNNEST  P.unrelated_array PUA
+LEFT OUTER JOIN    (
+    FROM IndexedDataset I
+    UNNEST I.items II
+    SELECT VALUE II.val
+) AS IIV
+ON                 IIV /* +indexnl */ = TO_BIGINT(P.val)
+SELECT             P.val
+ORDER BY           P.val NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..3e7c0c9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index.
+ *     1) Implicit INNER JOIN query, with additional predicate on inner collection before the unnest.
+ *     2) Implicit INNER JOIN query, with additional predicate on the outer collection.
+ *     3) Explicit INNER JOIN query using UNNEST subquery, no additional predicate.
+ *     4) Explicit LEFT OUTER JOIN query using UNNEST subquery, no additional predicate.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.3.update.sqlpp
new file mode 100644
index 0000000..c1eca5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.3.update.sqlpp
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2016-04-26 19:49:16", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f6", "datetime": "2016-08-30 18:36:57", "date": "2016-08-30", "time": "18:36:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f7", "datetime": "2016-10-15 02:45:18", "date": "2016-10-15", "time": "02:45:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f8", "datetime": "2016-11-18 01:54:50", "date": "2016-11-18", "time": "01:54:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f9", "datetime": "2017-04-20 18:39:06", "date": "2017-04-20", "time": "18:39:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fa", "datetime": "2017-05-03 17:58:02", "date": "2017-05-03", "time": "17:58:02" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fb", "datetime": "2019-03-19 22:04:48", "date": "2019-03-19", "time": "22:04:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fc", "datetime": "2018-05-25 19:52:07", "date": "2018-05-25", "time": "19:52:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fd", "datetime": "2018-09-18 16:09:44", "date": "2018-09-18", "time": "16:09:44" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fe", "datetime": "2019-10-18 21:29:09", "date": "2019-10-18", "time": "21:29:09" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882ff", "datetime": "2011-05-03 20:54:05", "date": "2011-05-03", "time": "20:54:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688300", "datetime": "2011-08-23 20:49:45", "date": "2011-08-23", "time": "20:49:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688301", "datetime": "2014-12-04 06:13:01", "date": "2014-12-04", "time": "06:13:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688302", "datetime": "2016-11-16 19:25:55", "date": "2016-11-16", "time": "19:25:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688303", "datetime": "2016-06-18 21:35:45", "date": "2016-06-18", "time": "21:35:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688304", "datetime": "2016-10-15 18:17:51", "date": "2016-10-15", "time": "18:17:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688305", "datetime": "2014-08-27 17:49:18", "date": "2014-08-27", "time": "17:49:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688306", "datetime": "2015-12-19 21:30:31", "date": "2015-12-19", "time": "21:30:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688307", "datetime": "2018-11-27 15:53:50", "date": "2018-11-27", "time": "15:53:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688308", "datetime": "2019-04-11 18:30:12", "date": "2019-04-11", "time": "18:30:12" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688309", "datetime": "2015-06-06 20:01:06", "date": "2015-06-06", "time": "20:01:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830a", "datetime": "2019-03-14 22:01:52", "date": "2019-03-14", "time": "22:01:52" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830b", "datetime": "2012-07-13 21:43:57", "date": "2012-07-13", "time": "21:43:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830c", "datetime": "2016-12-24 02:27:31", "date": "2016-12-24", "time": "02:27:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830d", "datetime": "2017-08-31 00:35:26", "date": "2017-08-31", "time": "00:35:26" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830e", "datetime": "2013-04-13 12:35:33", "date": "2013-04-13", "time": "12:35:33" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830f", "datetime": "2013-08-19 23:35:49", "date": "2013-08-19", "time": "23:35:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688310", "datetime": "2013-10-04 19:14:56", "date": "2013-10-04", "time": "19:14:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688311", "datetime": "2016-09-10 19:26:19", "date": "2016-09-10", "time": "19:26:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688312", "datetime": "2018-09-08 14:15:37", "date": "2018-09-08", "time": "14:15:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688313", "datetime": "2019-09-13 22:47:25", "date": "2019-09-13", "time": "22:47:25" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688314", "datetime": "2019-06-05 18:22:49", "date": "2019-06-05", "time": "18:22:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688315", "datetime": "2015-03-16 23:51:16", "date": "2015-03-16", "time": "23:51:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688316", "datetime": "2015-12-21 04:48:01", "date": "2015-12-21", "time": "04:48:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688317", "datetime": "2016-10-28 20:22:42", "date": "2016-10-28", "time": "20:22:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688318", "datetime": "2016-10-28 20:23:00", "date": "2016-10-28", "time": "20:23:00" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688319", "datetime": "2014-08-07 18:30:48", "date": "2014-08-07", "time": "18:30:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831a", "datetime": "2014-09-16 20:41:45", "date": "2014-09-16", "time": "20:41:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831b", "datetime": "2014-10-12 23:22:27", "date": "2014-10-12", "time": "23:22:27" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831c", "datetime": "2015-07-21 20:43:56", "date": "2015-07-21", "time": "20:43:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831d", "datetime": "2015-07-21 20:45:07", "date": "2015-07-21", "time": "20:45:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831e", "datetime": "2015-05-02 19:49:05", "date": "2015-05-02", "time": "19:49:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831f", "datetime": "2015-05-06 03:52:18", "date": "2015-05-06", "time": "03:52:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688320", "datetime": "2015-09-26 01:13:19", "date": "2015-09-26", "time": "01:13:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688321", "datetime": "2019-04-04 22:02:37", "date": "2019-04-04", "time": "22:02:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688322", "datetime": "2011-12-21 19:02:51", "date": "2011-12-21", "time": "19:02:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688323", "datetime": "2012-04-15 04:21:39", "date": "2012-04-15", "time": "04:21:39" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688324", "datetime": "2012-04-15 14:23:56", "date": "2012-04-15", "time": "14:23:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688325", "datetime": "2013-06-30 22:39:51", "date": "2013-06-30", "time": "22:39:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688326", "datetime": "2013-10-04 20:34:13", "date": "2013-10-04", "time": "20:34:13" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688327", "datetime": "2014-07-16 02:28:40", "date": "2014-07-16", "time": "02:28:40" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688328", "datetime": "2018-06-13 20:16:07", "date": "2018-06-13", "time": "20:16:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688329", "datetime": "2011-10-08 12:02:23", "date": "2011-10-08", "time": "12:02:23" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832a", "datetime": "2014-08-18 02:11:11", "date": "2014-08-18", "time": "02:11:11" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832b", "datetime": "2016-01-07 05:27:51", "date": "2016-01-07", "time": "05:27:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832c", "datetime": "2016-10-21 20:15:55", "date": "2016-10-21", "time": "20:15:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832d", "datetime": "2016-12-01 03:57:10", "date": "2016-12-01", "time": "03:57:10" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848382", "datetime": "2015-04-02 21:45:17", "date": "2015-04-02", "time": "21:45:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848383", "datetime": "2014-01-28 20:56:04", "date": "2014-01-28", "time": "20:56:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848384", "datetime": "2014-11-16 16:11:58", "date": "2014-11-16", "time": "16:11:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848385", "datetime": "2015-11-15 19:21:53", "date": "2015-11-15", "time": "19:21:53" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848386", "datetime": "2015-11-15 19:33:39", "date": "2015-11-15", "time": "19:33:39" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848387", "datetime": "2018-09-29 18:55:17", "date": "2018-09-29", "time": "18:55:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848388", "datetime": "2018-10-20 16:48:05", "date": "2018-10-20", "time": "16:48:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848389", "datetime": "2018-10-20 22:20:24", "date": "2018-10-20", "time": "22:20:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838a", "datetime": "2011-04-23 21:11:22", "date": "2011-04-23", "time": "21:11:22" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838b", "datetime": "2014-05-04 19:42:48", "date": "2014-05-04", "time": "19:42:48" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838c", "datetime": "2014-05-11 19:16:08", "date": "2014-05-11", "time": "19:16:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838d", "datetime": "2014-06-04 19:14:18", "date": "2014-06-04", "time": "19:14:18" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838e", "datetime": "2015-12-05 19:22:42", "date": "2015-12-05", "time": "19:22:42" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838f", "datetime": "2017-05-15 23:19:00", "date": "2017-05-15", "time": "23:19:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848390", "datetime": "2017-05-19 14:30:16", "date": "2017-05-19", "time": "14:30:16" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848391", "datetime": "2017-05-19 14:30:25", "date": "2017-05-19", "time": "14:30:25" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848392", "datetime": "2017-08-28 15:49:37", "date": "2017-08-28", "time": "15:49:37" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848393", "datetime": "2017-09-20 20:19:51", "date": "2017-09-20", "time": "20:19:51" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848394", "datetime": "2017-10-01 16:31:05", "date": "2017-10-01", "time": "16:31:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848395", "datetime": "2017-10-01 16:56:27", "date": "2017-10-01", "time": "16:56:27" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848396", "datetime": "2017-12-27 23:33:20", "date": "2017-12-27", "time": "23:33:20" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848397", "datetime": "2011-09-24 21:37:32", "date": "2011-09-24", "time": "21:37:32" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848398", "datetime": "2014-03-10 20:20:07", "date": "2014-03-10", "time": "20:20:07" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848399", "datetime": "2015-05-27 00:40:24", "date": "2015-05-27", "time": "00:40:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839a", "datetime": "2015-08-29 17:58:15", "date": "2015-08-29", "time": "17:58:15" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839b", "datetime": "2018-03-16 15:03:26", "date": "2018-03-16", "time": "15:03:26" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839c", "datetime": "2013-10-22 16:49:21", "date": "2013-10-22", "time": "16:49:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839d", "datetime": "2014-11-21 17:39:24", "date": "2014-11-21", "time": "17:39:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839e", "datetime": "2015-04-11 13:14:14", "date": "2015-04-11", "time": "13:14:14" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839f", "datetime": "2015-11-21 16:05:56", "date": "2015-11-21", "time": "16:05:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a0", "datetime": "2016-05-06 14:10:04", "date": "2016-05-06", "time": "14:10:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a1", "datetime": "2017-08-09 15:15:10", "date": "2017-08-09", "time": "15:15:10" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a2", "datetime": "2017-10-21 15:12:56", "date": "2017-10-21", "time": "15:12:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a3", "datetime": "2015-12-03 18:44:00", "date": "2015-12-03", "time": "18:44:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a4", "datetime": "2016-03-17 18:19:21", "date": "2016-03-17", "time": "18:19:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a5", "datetime": "2016-11-02 15:58:38", "date": "2016-11-02", "time": "15:58:38" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.4.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..bb9eea4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.6.query.sqlpp
new file mode 100644
index 0000000..a66da8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.7.query.sqlpp
new file mode 100644
index 0000000..8bdf70e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.7.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.dates D
+) AS CD ON CD /*+ indexnl */ = M.datetime;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.8.query.sqlpp
new file mode 100644
index 0000000..7bfe568
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-1/use-case-1.8.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    FROM    YelpCheckin C, C.dates CD
+    SELECT  VALUE CD
+)        AS D ON D /*+ indexnl */ = M.datetime
+SELECT   COUNT(*);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..4e89d6a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an record->array->atomic index.
+ *     1) INNER JOIN query, with additional predicate on inner collection before the unnest.
+ *     2) INNER JOIN query, with additional predicate on the outer collection.
+ *     3) Explicit INNER JOIN query using UNNEST subquery, no additional predicate.
+ *     4) Explicit LEFT OUTER JOIN query using UNNEST subquery, no additional predicate.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..2549e8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,497 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": {
+                "dates": [
+                    "2016-04-26",
+                    "2016-08-30",
+                    "2016-10-15",
+                    "2016-11-18",
+                    "2017-04-20",
+                    "2017-05-03",
+                    "2019-03-19"
+                ],
+                "times": [
+                    "19:49:16",
+                    "18:36:57",
+                    "02:45:18",
+                    "01:54:50",
+                    "18:39:06",
+                    "17:58:02",
+                    "22:04:48"
+                ]
+            }
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": {
+                "dates": [
+                    "2018-05-25",
+                    "2018-09-18",
+                    "2019-10-18"
+                ],
+                "times": [
+                    "19:52:07",
+                    "16:09:44",
+                    "21:29:09"
+                ]
+            }
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-07"
+                ],
+                "times": [
+                    "17:54:58"
+                ]
+            }
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": {
+                "dates": [
+                    "2011-05-03",
+                    "2011-08-23",
+                    "2014-12-04",
+                    "2016-11-16"
+                ],
+                "times": [
+                    "20:54:05",
+                    "20:49:45",
+                    "06:13:01",
+                    "19:25:55"
+                ]
+            }
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": {
+                "dates": [
+                    "2016-06-18",
+                    "2016-10-15"
+                ],
+                "times": [
+                    "21:35:45",
+                    "18:17:51"
+                ]
+            }
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-02"
+                ],
+                "times": [
+                    "21:45:17"
+                ]
+            }
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-27",
+                    "2015-12-19",
+                    "2018-11-27"
+                ],
+                "times": [
+                    "17:49:18",
+                    "21:30:31",
+                    "15:53:50"
+                ]
+            }
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": {
+                "dates": [
+                    "2014-01-28",
+                    "2014-11-16",
+                    "2015-11-15",
+                    "2015-11-15"
+                ],
+                "times": [
+                    "20:56:04",
+                    "16:11:58",
+                    "19:21:53",
+                    "19:33:39"
+                ]
+            }
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-11"
+                ],
+                "times": [
+                    "18:30:12"
+                ]
+            }
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-06-06",
+                    "2019-03-14"
+                ],
+                "times": [
+                    "20:01:06",
+                    "22:01:52"
+                ]
+            }
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": {
+                "dates": [
+                    "2018-09-29",
+                    "2018-10-20",
+                    "2018-10-20"
+                ],
+                "times": [
+                    "18:55:17",
+                    "16:48:05",
+                    "22:20:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": {
+                "dates": [
+                    "2011-04-23",
+                    "2014-05-04",
+                    "2014-05-11",
+                    "2014-06-04",
+                    "2015-12-05",
+                    "2017-05-15"
+                ],
+                "times": [
+                    "21:11:22",
+                    "19:42:48",
+                    "19:16:08",
+                    "19:14:18",
+                    "19:22:42",
+                    "23:19:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": {
+                "dates": [
+                    "2012-07-13",
+                    "2016-12-24",
+                    "2017-08-31"
+                ],
+                "times": [
+                    "21:43:57",
+                    "02:27:31",
+                    "00:35:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-04-13",
+                    "2013-08-19",
+                    "2013-10-04"
+                ],
+                "times": [
+                    "12:35:33",
+                    "23:35:49",
+                    "19:14:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": {
+                "dates": [
+                    "2016-09-10",
+                    "2018-09-08",
+                    "2019-09-13"
+                ],
+                "times": [
+                    "19:26:19",
+                    "14:15:37",
+                    "22:47:25"
+                ]
+            }
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": {
+                "dates": [
+                    "2017-05-19",
+                    "2017-05-19",
+                    "2017-08-28",
+                    "2017-09-20",
+                    "2017-10-01",
+                    "2017-10-01",
+                    "2017-12-27"
+                ],
+                "times": [
+                    "14:30:16",
+                    "14:30:25",
+                    "15:49:37",
+                    "20:19:51",
+                    "16:31:05",
+                    "16:56:27",
+                    "23:33:20"
+                ]
+            }
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": {
+                "dates": [
+                    "2019-06-05"
+                ],
+                "times": [
+                    "18:22:49"
+                ]
+            }
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": {
+                "dates": [
+                    "2011-09-24",
+                    "2014-03-10",
+                    "2015-05-27",
+                    "2015-08-29",
+                    "2018-03-16"
+                ],
+                "times": [
+                    "21:37:32",
+                    "20:20:07",
+                    "00:40:24",
+                    "17:58:15",
+                    "15:03:26"
+                ]
+            }
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": {
+                "dates": [
+                    "2015-03-16",
+                    "2015-12-21",
+                    "2016-10-28",
+                    "2016-10-28"
+                ],
+                "times": [
+                    "23:51:16",
+                    "04:48:01",
+                    "20:22:42",
+                    "20:23:00"
+                ]
+            }
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": {
+                "dates": [
+                    "2013-10-22",
+                    "2014-11-21"
+                ],
+                "times": [
+                    "16:49:21",
+                    "17:39:24"
+                ]
+            }
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": {
+                "dates": [
+                    "2014-08-07",
+                    "2014-09-16",
+                    "2014-10-12",
+                    "2015-07-21",
+                    "2015-07-21"
+                ],
+                "times": [
+                    "18:30:48",
+                    "20:41:45",
+                    "23:22:27",
+                    "20:43:56",
+                    "20:45:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-02",
+                    "2015-05-06",
+                    "2015-09-26"
+                ],
+                "times": [
+                    "19:49:05",
+                    "03:52:18",
+                    "01:13:19"
+                ]
+            }
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-04-11",
+                    "2015-11-21",
+                    "2016-05-06",
+                    "2017-08-09",
+                    "2017-10-21"
+                ],
+                "times": [
+                    "13:14:14",
+                    "16:05:56",
+                    "14:10:04",
+                    "15:15:10",
+                    "15:12:56"
+                ]
+            }
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": {
+                "dates": [
+                    "2015-12-03",
+                    "2016-03-17",
+                    "2016-11-02"
+                ],
+                "times": [
+                    "18:44:00",
+                    "18:19:21",
+                    "15:58:38"
+                ]
+            }
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": {
+                "dates": [
+                    "2019-04-04"
+                ],
+                "times": [
+                    "22:02:37"
+                ]
+            }
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": {
+                "dates": [
+                    "2019-02-27"
+                ],
+                "times": [
+                    "14:03:08"
+                ]
+            }
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": {
+                "dates": [
+                    "2011-12-21",
+                    "2012-04-15",
+                    "2012-04-15",
+                    "2013-06-30",
+                    "2013-10-04",
+                    "2014-07-16"
+                ],
+                "times": [
+                    "19:02:51",
+                    "04:21:39",
+                    "14:23:56",
+                    "22:39:51",
+                    "20:34:13",
+                    "02:28:40"
+                ]
+            }
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": {
+                "dates": [
+                    "2018-06-13"
+                ],
+                "times": [
+                    "20:16:07"
+                ]
+            }
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": {
+                "dates": [
+                    "2015-05-29",
+                    "2015-06-01"
+                ],
+                "times": [
+                    "16:46:17",
+                    "15:03:53"
+                ]
+            }
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": {
+                "dates": [
+                    "2011-10-08",
+                    "2014-08-18",
+                    "2016-01-07",
+                    "2016-10-21",
+                    "2016-12-01",
+                    "2016-12-29",
+                    "2018-07-22",
+                    "2018-09-07",
+                    "2019-03-08"
+                ],
+                "times": [
+                    "12:02:23",
+                    "02:11:11",
+                    "05:27:51",
+                    "20:15:55",
+                    "03:57:10",
+                    "01:54:42",
+                    "19:55:31",
+                    "01:42:54",
+                    "03:41:06"
+                ]
+            }
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.3.update.sqlpp
new file mode 100644
index 0000000..c1eca5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.3.update.sqlpp
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2016-04-26 19:49:16", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f6", "datetime": "2016-08-30 18:36:57", "date": "2016-08-30", "time": "18:36:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f7", "datetime": "2016-10-15 02:45:18", "date": "2016-10-15", "time": "02:45:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f8", "datetime": "2016-11-18 01:54:50", "date": "2016-11-18", "time": "01:54:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f9", "datetime": "2017-04-20 18:39:06", "date": "2017-04-20", "time": "18:39:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fa", "datetime": "2017-05-03 17:58:02", "date": "2017-05-03", "time": "17:58:02" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fb", "datetime": "2019-03-19 22:04:48", "date": "2019-03-19", "time": "22:04:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fc", "datetime": "2018-05-25 19:52:07", "date": "2018-05-25", "time": "19:52:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fd", "datetime": "2018-09-18 16:09:44", "date": "2018-09-18", "time": "16:09:44" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fe", "datetime": "2019-10-18 21:29:09", "date": "2019-10-18", "time": "21:29:09" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882ff", "datetime": "2011-05-03 20:54:05", "date": "2011-05-03", "time": "20:54:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688300", "datetime": "2011-08-23 20:49:45", "date": "2011-08-23", "time": "20:49:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688301", "datetime": "2014-12-04 06:13:01", "date": "2014-12-04", "time": "06:13:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688302", "datetime": "2016-11-16 19:25:55", "date": "2016-11-16", "time": "19:25:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688303", "datetime": "2016-06-18 21:35:45", "date": "2016-06-18", "time": "21:35:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688304", "datetime": "2016-10-15 18:17:51", "date": "2016-10-15", "time": "18:17:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688305", "datetime": "2014-08-27 17:49:18", "date": "2014-08-27", "time": "17:49:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688306", "datetime": "2015-12-19 21:30:31", "date": "2015-12-19", "time": "21:30:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688307", "datetime": "2018-11-27 15:53:50", "date": "2018-11-27", "time": "15:53:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688308", "datetime": "2019-04-11 18:30:12", "date": "2019-04-11", "time": "18:30:12" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688309", "datetime": "2015-06-06 20:01:06", "date": "2015-06-06", "time": "20:01:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830a", "datetime": "2019-03-14 22:01:52", "date": "2019-03-14", "time": "22:01:52" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830b", "datetime": "2012-07-13 21:43:57", "date": "2012-07-13", "time": "21:43:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830c", "datetime": "2016-12-24 02:27:31", "date": "2016-12-24", "time": "02:27:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830d", "datetime": "2017-08-31 00:35:26", "date": "2017-08-31", "time": "00:35:26" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830e", "datetime": "2013-04-13 12:35:33", "date": "2013-04-13", "time": "12:35:33" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830f", "datetime": "2013-08-19 23:35:49", "date": "2013-08-19", "time": "23:35:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688310", "datetime": "2013-10-04 19:14:56", "date": "2013-10-04", "time": "19:14:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688311", "datetime": "2016-09-10 19:26:19", "date": "2016-09-10", "time": "19:26:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688312", "datetime": "2018-09-08 14:15:37", "date": "2018-09-08", "time": "14:15:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688313", "datetime": "2019-09-13 22:47:25", "date": "2019-09-13", "time": "22:47:25" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688314", "datetime": "2019-06-05 18:22:49", "date": "2019-06-05", "time": "18:22:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688315", "datetime": "2015-03-16 23:51:16", "date": "2015-03-16", "time": "23:51:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688316", "datetime": "2015-12-21 04:48:01", "date": "2015-12-21", "time": "04:48:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688317", "datetime": "2016-10-28 20:22:42", "date": "2016-10-28", "time": "20:22:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688318", "datetime": "2016-10-28 20:23:00", "date": "2016-10-28", "time": "20:23:00" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688319", "datetime": "2014-08-07 18:30:48", "date": "2014-08-07", "time": "18:30:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831a", "datetime": "2014-09-16 20:41:45", "date": "2014-09-16", "time": "20:41:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831b", "datetime": "2014-10-12 23:22:27", "date": "2014-10-12", "time": "23:22:27" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831c", "datetime": "2015-07-21 20:43:56", "date": "2015-07-21", "time": "20:43:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831d", "datetime": "2015-07-21 20:45:07", "date": "2015-07-21", "time": "20:45:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831e", "datetime": "2015-05-02 19:49:05", "date": "2015-05-02", "time": "19:49:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831f", "datetime": "2015-05-06 03:52:18", "date": "2015-05-06", "time": "03:52:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688320", "datetime": "2015-09-26 01:13:19", "date": "2015-09-26", "time": "01:13:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688321", "datetime": "2019-04-04 22:02:37", "date": "2019-04-04", "time": "22:02:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688322", "datetime": "2011-12-21 19:02:51", "date": "2011-12-21", "time": "19:02:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688323", "datetime": "2012-04-15 04:21:39", "date": "2012-04-15", "time": "04:21:39" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688324", "datetime": "2012-04-15 14:23:56", "date": "2012-04-15", "time": "14:23:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688325", "datetime": "2013-06-30 22:39:51", "date": "2013-06-30", "time": "22:39:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688326", "datetime": "2013-10-04 20:34:13", "date": "2013-10-04", "time": "20:34:13" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688327", "datetime": "2014-07-16 02:28:40", "date": "2014-07-16", "time": "02:28:40" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688328", "datetime": "2018-06-13 20:16:07", "date": "2018-06-13", "time": "20:16:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688329", "datetime": "2011-10-08 12:02:23", "date": "2011-10-08", "time": "12:02:23" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832a", "datetime": "2014-08-18 02:11:11", "date": "2014-08-18", "time": "02:11:11" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832b", "datetime": "2016-01-07 05:27:51", "date": "2016-01-07", "time": "05:27:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832c", "datetime": "2016-10-21 20:15:55", "date": "2016-10-21", "time": "20:15:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832d", "datetime": "2016-12-01 03:57:10", "date": "2016-12-01", "time": "03:57:10" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848382", "datetime": "2015-04-02 21:45:17", "date": "2015-04-02", "time": "21:45:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848383", "datetime": "2014-01-28 20:56:04", "date": "2014-01-28", "time": "20:56:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848384", "datetime": "2014-11-16 16:11:58", "date": "2014-11-16", "time": "16:11:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848385", "datetime": "2015-11-15 19:21:53", "date": "2015-11-15", "time": "19:21:53" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848386", "datetime": "2015-11-15 19:33:39", "date": "2015-11-15", "time": "19:33:39" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848387", "datetime": "2018-09-29 18:55:17", "date": "2018-09-29", "time": "18:55:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848388", "datetime": "2018-10-20 16:48:05", "date": "2018-10-20", "time": "16:48:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848389", "datetime": "2018-10-20 22:20:24", "date": "2018-10-20", "time": "22:20:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838a", "datetime": "2011-04-23 21:11:22", "date": "2011-04-23", "time": "21:11:22" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838b", "datetime": "2014-05-04 19:42:48", "date": "2014-05-04", "time": "19:42:48" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838c", "datetime": "2014-05-11 19:16:08", "date": "2014-05-11", "time": "19:16:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838d", "datetime": "2014-06-04 19:14:18", "date": "2014-06-04", "time": "19:14:18" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838e", "datetime": "2015-12-05 19:22:42", "date": "2015-12-05", "time": "19:22:42" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838f", "datetime": "2017-05-15 23:19:00", "date": "2017-05-15", "time": "23:19:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848390", "datetime": "2017-05-19 14:30:16", "date": "2017-05-19", "time": "14:30:16" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848391", "datetime": "2017-05-19 14:30:25", "date": "2017-05-19", "time": "14:30:25" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848392", "datetime": "2017-08-28 15:49:37", "date": "2017-08-28", "time": "15:49:37" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848393", "datetime": "2017-09-20 20:19:51", "date": "2017-09-20", "time": "20:19:51" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848394", "datetime": "2017-10-01 16:31:05", "date": "2017-10-01", "time": "16:31:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848395", "datetime": "2017-10-01 16:56:27", "date": "2017-10-01", "time": "16:56:27" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848396", "datetime": "2017-12-27 23:33:20", "date": "2017-12-27", "time": "23:33:20" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848397", "datetime": "2011-09-24 21:37:32", "date": "2011-09-24", "time": "21:37:32" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848398", "datetime": "2014-03-10 20:20:07", "date": "2014-03-10", "time": "20:20:07" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848399", "datetime": "2015-05-27 00:40:24", "date": "2015-05-27", "time": "00:40:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839a", "datetime": "2015-08-29 17:58:15", "date": "2015-08-29", "time": "17:58:15" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839b", "datetime": "2018-03-16 15:03:26", "date": "2018-03-16", "time": "15:03:26" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839c", "datetime": "2013-10-22 16:49:21", "date": "2013-10-22", "time": "16:49:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839d", "datetime": "2014-11-21 17:39:24", "date": "2014-11-21", "time": "17:39:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839e", "datetime": "2015-04-11 13:14:14", "date": "2015-04-11", "time": "13:14:14" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839f", "datetime": "2015-11-21 16:05:56", "date": "2015-11-21", "time": "16:05:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a0", "datetime": "2016-05-06 14:10:04", "date": "2016-05-06", "time": "14:10:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a1", "datetime": "2017-08-09 15:15:10", "date": "2017-08-09", "time": "15:15:10" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a2", "datetime": "2017-10-21 15:12:56", "date": "2017-10-21", "time": "15:12:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a3", "datetime": "2015-12-03 18:44:00", "date": "2015-12-03", "time": "18:44:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a4", "datetime": "2016-03-17 18:19:21", "date": "2016-03-17", "time": "18:19:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a5", "datetime": "2016-11-02 15:58:38", "date": "2016-11-02", "time": "15:58:38" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.4.ddl.sqlpp
new file mode 100644
index 0000000..caaaad0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..93777ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.6.query.sqlpp
new file mode 100644
index 0000000..dba4085
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.7.query.sqlpp
new file mode 100644
index 0000000..c5598d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.7.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.8.query.sqlpp
new file mode 100644
index 0000000..0414384
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-2/use-case-2.8.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    FROM    YelpCheckin C, C.checkin_times.dates CD
+    SELECT  VALUE CD
+)        AS D ON D /*+ indexnl */ = M.datetime
+SELECT   COUNT(*);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..d7c49d1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->record->atomic index.
+ *     1) INNER JOIN query, with additional predicate on inner collection before the unnest.
+ *     2) INNER JOIN query, with additional predicate on inner collection after the unnest.
+ *     3) INNER JOIN query, with additional predicate on the outer collection.
+ *     4) Explicit INNER JOIN query using UNNEST subquery, no additional predicate.
+ *     5) Explicit LEFT OUTER JOIN query using UNNEST subquery, no additional predicate.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..02ddf21
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {"date": "2016-04-26", "time": "19:49:16"},
+                {"date": "2016-08-30", "time": "18:36:57"},
+                {"date": "2016-10-15", "time": "02:45:18"},
+                {"date": "2016-11-18", "time": "01:54:50"},
+                {"date": "2017-04-20", "time": "18:39:06"},
+                {"date": "2017-05-03", "time": "17:58:02"},
+                {"date": "2019-03-19", "time": "22:04:48"}
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {"date": "2018-05-25", "time": "19:52:07"},
+                {"date": "2018-09-18", "time": "16:09:44"},
+                {"date": "2019-10-18", "time": "21:29:09"}
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {"date": "2019-06-07", "time": "17:54:58"}
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {"date": "2011-05-03", "time": "20:54:05"},
+                {"date": "2011-08-23", "time": "20:49:45"},
+                {"date": "2014-12-04", "time": "06:13:01"},
+                {"date": "2016-11-16", "time": "19:25:55"}
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {"date": "2016-06-18", "time": "21:35:45"},
+                {"date": "2016-10-15", "time": "18:17:51"}
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {"date": "2015-04-02", "time": "21:45:17"}
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {"date": "2014-08-27", "time": "17:49:18"},
+                {"date": "2015-12-19", "time": "21:30:31"},
+                {"date": "2018-11-27", "time": "15:53:50"}
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {"date": "2014-01-28", "time": "20:56:04"},
+                {"date": "2014-11-16", "time": "16:11:58"},
+                {"date": "2015-11-15", "time": "19:21:53"},
+                {"date": "2015-11-15", "time": "19:33:39"}
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {"date": "2019-04-11", "time": "18:30:12"}
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {"date": "2015-06-06", "time": "20:01:06"},
+                {"date": "2019-03-14", "time": "22:01:52"}
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {"date": "2018-09-29", "time": "18:55:17"},
+                {"date": "2018-10-20", "time": "16:48:05"},
+                {"date": "2018-10-20", "time": "22:20:24"}
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {"date": "2011-04-23", "time": "21:11:22"},
+                {"date": "2014-05-04", "time": "19:42:48"},
+                {"date": "2014-05-11", "time": "19:16:08"},
+                {"date": "2014-06-04", "time": "19:14:18"},
+                {"date": "2015-12-05", "time": "19:22:42"},
+                {"date": "2017-05-15", "time": "23:19:00"}
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {"date": "2012-07-13", "time": "21:43:57"},
+                {"date": "2016-12-24", "time": "02:27:31"},
+                {"date": "2017-08-31", "time": "00:35:26"}
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {"date": "2013-04-13", "time": "12:35:33"},
+                {"date": "2013-08-19", "time": "23:35:49"},
+                {"date": "2013-10-04", "time": "19:14:56"}
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {"date": "2016-09-10", "time": "19:26:19"},
+                {"date": "2018-09-08", "time": "14:15:37"},
+                {"date": "2019-09-13", "time": "22:47:25"}
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {"date": "2017-05-19", "time": "14:30:16"},
+                {"date": "2017-05-19", "time": "14:30:25"},
+                {"date": "2017-08-28", "time": "15:49:37"},
+                {"date": "2017-09-20", "time": "20:19:51"},
+                {"date": "2017-10-01", "time": "16:31:05"},
+                {"date": "2017-10-01", "time": "16:56:27"},
+                {"date": "2017-12-27", "time": "23:33:20"}
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {"date": "2019-06-05", "time": "18:22:49"}
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {"date": "2011-09-24", "time": "21:37:32"},
+                {"date": "2014-03-10", "time": "20:20:07"},
+                {"date": "2015-05-27", "time": "00:40:24"},
+                {"date": "2015-08-29", "time": "17:58:15"},
+                {"date": "2018-03-16", "time": "15:03:26"}
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {"date": "2015-03-16", "time": "23:51:16"},
+                {"date": "2015-12-21", "time": "04:48:01"},
+                {"date": "2016-10-28", "time": "20:22:42"},
+                {"date": "2016-10-28", "time": "20:23:00"}
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {"date": "2013-10-22", "time": "16:49:21"},
+                {"date": "2014-11-21", "time": "17:39:24"}
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {"date": "2014-08-07", "time": "18:30:48"},
+                {"date": "2014-09-16", "time": "20:41:45"},
+                {"date": "2014-10-12", "time": "23:22:27"},
+                {"date": "2015-07-21", "time": "20:43:56"},
+                {"date": "2015-07-21", "time": "20:45:07"}
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {"date": "2015-05-02", "time": "19:49:05"},
+                {"date": "2015-05-06", "time": "03:52:18"},
+                {"date": "2015-09-26", "time": "01:13:19"}
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {"date": "2015-04-11", "time": "13:14:14"},
+                {"date": "2015-11-21", "time": "16:05:56"},
+                {"date": "2016-05-06", "time": "14:10:04"},
+                {"date": "2017-08-09", "time": "15:15:10"},
+                {"date": "2017-10-21", "time": "15:12:56"}
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {"date": "2015-12-03", "time": "18:44:00"},
+                {"date": "2016-03-17", "time": "18:19:21"},
+                {"date": "2016-11-02", "time": "15:58:38"}
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {"date": "2019-04-04", "time": "22:02:37"}
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {"date": "2019-02-27", "time": "14:03:08"}
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {"date": "2011-12-21", "time": "19:02:51"},
+                {"date": "2012-04-15", "time": "04:21:39"},
+                {"date": "2012-04-15", "time": "14:23:56"},
+                {"date": "2013-06-30", "time": "22:39:51"},
+                {"date": "2013-10-04", "time": "20:34:13"},
+                {"date": "2014-07-16", "time": "02:28:40"}
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {"date": "2018-06-13", "time": "20:16:07"}
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {"date": "2015-05-29", "time": "16:46:17"},
+                {"date": "2015-06-01", "time": "15:03:53"}
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {"date": "2011-10-08", "time": "12:02:23"},
+                {"date": "2014-08-18", "time": "02:11:11"},
+                {"date": "2016-01-07", "time": "05:27:51"},
+                {"date": "2016-10-21", "time": "20:15:55"},
+                {"date": "2016-12-01", "time": "03:57:10"},
+                {"date": "2016-12-29", "time": "01:54:42"},
+                {"date": "2018-07-22", "time": "19:55:31"},
+                {"date": "2018-09-07", "time": "01:42:54"},
+                {"date": "2019-03-08", "time": "03:41:06"}
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.3.update.sqlpp
new file mode 100644
index 0000000..c1eca5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.3.update.sqlpp
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2016-04-26 19:49:16", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f6", "datetime": "2016-08-30 18:36:57", "date": "2016-08-30", "time": "18:36:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f7", "datetime": "2016-10-15 02:45:18", "date": "2016-10-15", "time": "02:45:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f8", "datetime": "2016-11-18 01:54:50", "date": "2016-11-18", "time": "01:54:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f9", "datetime": "2017-04-20 18:39:06", "date": "2017-04-20", "time": "18:39:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fa", "datetime": "2017-05-03 17:58:02", "date": "2017-05-03", "time": "17:58:02" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fb", "datetime": "2019-03-19 22:04:48", "date": "2019-03-19", "time": "22:04:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fc", "datetime": "2018-05-25 19:52:07", "date": "2018-05-25", "time": "19:52:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fd", "datetime": "2018-09-18 16:09:44", "date": "2018-09-18", "time": "16:09:44" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fe", "datetime": "2019-10-18 21:29:09", "date": "2019-10-18", "time": "21:29:09" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882ff", "datetime": "2011-05-03 20:54:05", "date": "2011-05-03", "time": "20:54:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688300", "datetime": "2011-08-23 20:49:45", "date": "2011-08-23", "time": "20:49:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688301", "datetime": "2014-12-04 06:13:01", "date": "2014-12-04", "time": "06:13:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688302", "datetime": "2016-11-16 19:25:55", "date": "2016-11-16", "time": "19:25:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688303", "datetime": "2016-06-18 21:35:45", "date": "2016-06-18", "time": "21:35:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688304", "datetime": "2016-10-15 18:17:51", "date": "2016-10-15", "time": "18:17:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688305", "datetime": "2014-08-27 17:49:18", "date": "2014-08-27", "time": "17:49:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688306", "datetime": "2015-12-19 21:30:31", "date": "2015-12-19", "time": "21:30:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688307", "datetime": "2018-11-27 15:53:50", "date": "2018-11-27", "time": "15:53:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688308", "datetime": "2019-04-11 18:30:12", "date": "2019-04-11", "time": "18:30:12" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688309", "datetime": "2015-06-06 20:01:06", "date": "2015-06-06", "time": "20:01:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830a", "datetime": "2019-03-14 22:01:52", "date": "2019-03-14", "time": "22:01:52" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830b", "datetime": "2012-07-13 21:43:57", "date": "2012-07-13", "time": "21:43:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830c", "datetime": "2016-12-24 02:27:31", "date": "2016-12-24", "time": "02:27:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830d", "datetime": "2017-08-31 00:35:26", "date": "2017-08-31", "time": "00:35:26" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830e", "datetime": "2013-04-13 12:35:33", "date": "2013-04-13", "time": "12:35:33" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830f", "datetime": "2013-08-19 23:35:49", "date": "2013-08-19", "time": "23:35:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688310", "datetime": "2013-10-04 19:14:56", "date": "2013-10-04", "time": "19:14:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688311", "datetime": "2016-09-10 19:26:19", "date": "2016-09-10", "time": "19:26:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688312", "datetime": "2018-09-08 14:15:37", "date": "2018-09-08", "time": "14:15:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688313", "datetime": "2019-09-13 22:47:25", "date": "2019-09-13", "time": "22:47:25" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688314", "datetime": "2019-06-05 18:22:49", "date": "2019-06-05", "time": "18:22:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688315", "datetime": "2015-03-16 23:51:16", "date": "2015-03-16", "time": "23:51:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688316", "datetime": "2015-12-21 04:48:01", "date": "2015-12-21", "time": "04:48:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688317", "datetime": "2016-10-28 20:22:42", "date": "2016-10-28", "time": "20:22:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688318", "datetime": "2016-10-28 20:23:00", "date": "2016-10-28", "time": "20:23:00" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688319", "datetime": "2014-08-07 18:30:48", "date": "2014-08-07", "time": "18:30:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831a", "datetime": "2014-09-16 20:41:45", "date": "2014-09-16", "time": "20:41:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831b", "datetime": "2014-10-12 23:22:27", "date": "2014-10-12", "time": "23:22:27" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831c", "datetime": "2015-07-21 20:43:56", "date": "2015-07-21", "time": "20:43:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831d", "datetime": "2015-07-21 20:45:07", "date": "2015-07-21", "time": "20:45:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831e", "datetime": "2015-05-02 19:49:05", "date": "2015-05-02", "time": "19:49:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831f", "datetime": "2015-05-06 03:52:18", "date": "2015-05-06", "time": "03:52:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688320", "datetime": "2015-09-26 01:13:19", "date": "2015-09-26", "time": "01:13:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688321", "datetime": "2019-04-04 22:02:37", "date": "2019-04-04", "time": "22:02:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688322", "datetime": "2011-12-21 19:02:51", "date": "2011-12-21", "time": "19:02:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688323", "datetime": "2012-04-15 04:21:39", "date": "2012-04-15", "time": "04:21:39" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688324", "datetime": "2012-04-15 14:23:56", "date": "2012-04-15", "time": "14:23:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688325", "datetime": "2013-06-30 22:39:51", "date": "2013-06-30", "time": "22:39:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688326", "datetime": "2013-10-04 20:34:13", "date": "2013-10-04", "time": "20:34:13" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688327", "datetime": "2014-07-16 02:28:40", "date": "2014-07-16", "time": "02:28:40" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688328", "datetime": "2018-06-13 20:16:07", "date": "2018-06-13", "time": "20:16:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688329", "datetime": "2011-10-08 12:02:23", "date": "2011-10-08", "time": "12:02:23" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832a", "datetime": "2014-08-18 02:11:11", "date": "2014-08-18", "time": "02:11:11" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832b", "datetime": "2016-01-07 05:27:51", "date": "2016-01-07", "time": "05:27:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832c", "datetime": "2016-10-21 20:15:55", "date": "2016-10-21", "time": "20:15:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832d", "datetime": "2016-12-01 03:57:10", "date": "2016-12-01", "time": "03:57:10" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848382", "datetime": "2015-04-02 21:45:17", "date": "2015-04-02", "time": "21:45:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848383", "datetime": "2014-01-28 20:56:04", "date": "2014-01-28", "time": "20:56:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848384", "datetime": "2014-11-16 16:11:58", "date": "2014-11-16", "time": "16:11:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848385", "datetime": "2015-11-15 19:21:53", "date": "2015-11-15", "time": "19:21:53" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848386", "datetime": "2015-11-15 19:33:39", "date": "2015-11-15", "time": "19:33:39" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848387", "datetime": "2018-09-29 18:55:17", "date": "2018-09-29", "time": "18:55:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848388", "datetime": "2018-10-20 16:48:05", "date": "2018-10-20", "time": "16:48:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848389", "datetime": "2018-10-20 22:20:24", "date": "2018-10-20", "time": "22:20:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838a", "datetime": "2011-04-23 21:11:22", "date": "2011-04-23", "time": "21:11:22" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838b", "datetime": "2014-05-04 19:42:48", "date": "2014-05-04", "time": "19:42:48" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838c", "datetime": "2014-05-11 19:16:08", "date": "2014-05-11", "time": "19:16:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838d", "datetime": "2014-06-04 19:14:18", "date": "2014-06-04", "time": "19:14:18" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838e", "datetime": "2015-12-05 19:22:42", "date": "2015-12-05", "time": "19:22:42" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838f", "datetime": "2017-05-15 23:19:00", "date": "2017-05-15", "time": "23:19:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848390", "datetime": "2017-05-19 14:30:16", "date": "2017-05-19", "time": "14:30:16" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848391", "datetime": "2017-05-19 14:30:25", "date": "2017-05-19", "time": "14:30:25" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848392", "datetime": "2017-08-28 15:49:37", "date": "2017-08-28", "time": "15:49:37" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848393", "datetime": "2017-09-20 20:19:51", "date": "2017-09-20", "time": "20:19:51" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848394", "datetime": "2017-10-01 16:31:05", "date": "2017-10-01", "time": "16:31:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848395", "datetime": "2017-10-01 16:56:27", "date": "2017-10-01", "time": "16:56:27" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848396", "datetime": "2017-12-27 23:33:20", "date": "2017-12-27", "time": "23:33:20" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848397", "datetime": "2011-09-24 21:37:32", "date": "2011-09-24", "time": "21:37:32" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848398", "datetime": "2014-03-10 20:20:07", "date": "2014-03-10", "time": "20:20:07" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848399", "datetime": "2015-05-27 00:40:24", "date": "2015-05-27", "time": "00:40:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839a", "datetime": "2015-08-29 17:58:15", "date": "2015-08-29", "time": "17:58:15" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839b", "datetime": "2018-03-16 15:03:26", "date": "2018-03-16", "time": "15:03:26" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839c", "datetime": "2013-10-22 16:49:21", "date": "2013-10-22", "time": "16:49:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839d", "datetime": "2014-11-21 17:39:24", "date": "2014-11-21", "time": "17:39:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839e", "datetime": "2015-04-11 13:14:14", "date": "2015-04-11", "time": "13:14:14" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839f", "datetime": "2015-11-21 16:05:56", "date": "2015-11-21", "time": "16:05:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a0", "datetime": "2016-05-06 14:10:04", "date": "2016-05-06", "time": "14:10:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a1", "datetime": "2017-08-09 15:15:10", "date": "2017-08-09", "time": "15:15:10" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a2", "datetime": "2017-10-21 15:12:56", "date": "2017-10-21", "time": "15:12:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a3", "datetime": "2015-12-03 18:44:00", "date": "2015-12-03", "time": "18:44:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a4", "datetime": "2016-03-17 18:19:21", "date": "2016-03-17", "time": "18:19:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a5", "datetime": "2016-11-02 15:58:38", "date": "2016-11-02", "time": "15:58:38" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.4.ddl.sqlpp
new file mode 100644
index 0000000..4154d37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..147f99b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..5a380e4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND D.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.7.query.sqlpp
new file mode 100644
index 0000000..eb7687f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.7.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times D
+WHERE D.date /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.8.query.sqlpp
new file mode 100644
index 0000000..2719057
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.8.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D.date
+    FROM YelpCheckin C, C.checkin_times D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.9.query.sqlpp
new file mode 100644
index 0000000..27eab43
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-3/use-case-3.9.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    FROM    YelpCheckin C, C.checkin_times D
+    SELECT  VALUE D.date
+)        AS CD ON CD /* +indexnl */ = M.date
+SELECT   COUNT(*);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..100cbdd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->record->array->atomic index.
+ *     1) INNER JOIN query, with additional predicate on inner collection before the first unnest.
+ *     2) INNER JOIN query, with additional predicate on inner collection before the first unnest and before the final unnest.
+ *     3) INNER JOIN query, with additional predicate on the outer collection.
+ *     4) Explicit INNER JOIN query using UNNEST subquery, no additional predicate.
+ *     5) Explicit LEFT OUTER JOIN query using UNNEST subquery, no additional predicate.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        checkin_times_id: int,
+        dates: [string],
+        times: [string]
+    }]
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..21105b9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,487 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2016-04-26", "2016-08-30", "2016-10-15", "2016-11-18"],
+                    "times": ["19:49:16", "18:36:57", "02:45:18", "01:54:50"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2017-04-20", "2017-05-03"],
+                    "times": ["18:39:06", "17:58:02"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2019-03-19"],
+                    "times": ["22:04:48"]
+                }
+             ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2018-05-25", "2018-09-18"],
+                    "times": ["19:52:07", "16:09:44"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2019-10-18"],
+                    "times": ["21:29:09"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-07"],
+                    "times": ["17:54:58"]
+                }
+             ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2011-05-03", "2011-08-23"],
+                    "times": ["20:54:05", "20:49:45"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2014-12-04"],
+                    "times": ["06:13:01"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2016-11-16"],
+                    "times": ["19:25:55"]
+                }
+             ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2016-06-18", "2016-10-15"],
+                    "times": ["21:35:45", "18:17:51"]
+                }
+             ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-04-02"],
+                    "times": ["21:45:17"]
+                }
+             ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2014-08-27"],
+                    "times": ["17:49:18"]
+                },
+                   {
+                    "checkin_times_id": 2,
+                    "dates": ["2015-12-19"],
+                    "times": ["21:30:31"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2018-11-27"],
+                    "times": ["15:53:50"]
+                }
+             ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2014-01-28", "2014-11-16"],
+                    "times": ["20:56:04", "16:11:58"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2015-11-15", "2015-11-15"],
+                    "times": ["19:21:53", "19:33:39"]
+                }
+             ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-04-11"],
+                    "times": ["18:30:12"]
+                }
+             ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-06-06"],
+                    "times": ["20:01:06"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2019-03-14"],
+                    "times": ["22:01:52"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2018-09-29", "2018-10-20", "2018-10-20"],
+                    "times": ["18:55:17", "16:48:05", "22:20:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2011-04-23"],
+                    "times": ["21:11:22"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2014-05-04", "2014-05-11", "2014-06-04"],
+                    "times": ["19:42:48", "19:16:08", "19:14:18"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2015-12-05"],
+                    "times": ["19:22:42"]
+                },
+                {
+                    "checkin_times_id": 4,
+                    "dates": ["2017-05-15"],
+                    "times": ["23:19:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2012-07-13"],
+                    "times": ["21:43:57"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2016-12-24"],
+                    "times": ["02:27:31"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2017-08-31"],
+                    "times": ["00:35:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2013-04-13", "2013-08-19", "2013-10-04"],
+                    "times": ["12:35:33", "23:35:49", "19:14:56"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2016-09-10"],
+                    "times": ["19:26:19"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2018-09-08"],
+                    "times": ["14:15:37"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2019-09-13"],
+                    "times": ["22:47:25"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2017-05-19", "2017-05-19", "2017-08-28", "2017-09-20", "2017-10-01", "2017-10-01", "2017-12-27"],
+                    "times": ["14:30:16", "14:30:25", "15:49:37", "20:19:51", "16:31:05", "16:56:27", "23:33:20"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-06-05"],
+                    "times": ["18:22:49"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2011-09-24"],
+                    "times": ["21:37:32"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2014-03-10"],
+                    "times": ["20:20:07"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2015-05-27", "2015-08-29"],
+                    "times": ["00:40:24", "17:58:15"]
+                },
+                {
+                    "checkin_times_id": 4,
+                    "dates": ["2018-03-16"],
+                    "times": ["15:03:26"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-03-16", "2015-12-21"],
+                    "times": ["23:51:16", "04:48:01"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2016-10-28", "2016-10-28"],
+                    "times": ["20:22:42", "20:23:00"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2013-10-22"],
+                    "times": ["16:49:21"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2014-11-21"],
+                    "times": ["17:39:24"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2014-08-07", "2014-09-16", "2014-10-12"],
+                    "times": ["18:30:48", "20:41:45", "23:22:27"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2015-07-21", "2015-07-21"],
+                    "times": ["20:43:56", "20:45:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-05-02", "2015-05-06", "2015-09-26"],
+                    "times": ["19:49:05", "03:52:18", "01:13:19"]
+                }
+
+             ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-04-11", "2015-11-21"],
+                    "times": ["13:14:14", "16:05:56"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2016-05-06"],
+                    "times": ["14:10:04"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2017-08-09", "2017-10-21"],
+                    "times": ["15:15:10", "15:12:56"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-12-03"],
+                    "times": ["18:44:00"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2016-03-17", "2016-11-02"],
+                    "times": ["18:19:21", "15:58:38"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-04-04"],
+                    "times": ["22:02:37"]
+                }
+             ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2019-02-27"],
+                    "times": ["14:03:08"]
+                }
+             ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2011-12-21"],
+                    "times": ["19:02:51"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2012-04-15", "2012-04-15"],
+                    "times": ["04:21:39", "14:23:56"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2013-06-30", "2013-10-04"],
+                    "times": ["22:39:51", "20:34:13"]
+                },
+                {
+                    "checkin_times_id": 4,
+                    "dates": ["2014-07-16"],
+                    "times": ["02:28:40"]
+                }
+             ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2018-06-13"],
+                    "times": ["20:16:07"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2015-05-29", "2015-06-01"],
+                    "times": ["16:46:17", "15:03:53"]
+                }
+             ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "checkin_times": [ 
+                {
+                    "checkin_times_id": 1,
+                    "dates": ["2011-10-08"],
+                    "times": ["12:02:23"]
+                },
+                {
+                    "checkin_times_id": 2,
+                    "dates": ["2014-08-18"],
+                    "times": ["02:11:11"]
+                },
+                {
+                    "checkin_times_id": 3,
+                    "dates": ["2016-01-07", "2016-10-21", "2016-12-01", "2016-12-29"],
+                    "times": ["05:27:51", "20:15:55", "03:57:10", "01:54:42"]
+                },
+                {
+                    "checkin_times_id": 4,
+                    "dates": ["2018-07-22", "2018-09-07"],
+                    "times": ["19:55:31", "01:42:54"]
+                },
+                {
+                    "checkin_times_id": 5,
+                    "dates": ["2019-03-08"],
+                    "times": ["03:41:06"]
+                }
+             ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.3.update.sqlpp
new file mode 100644
index 0000000..c1eca5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.3.update.sqlpp
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2016-04-26 19:49:16", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f6", "datetime": "2016-08-30 18:36:57", "date": "2016-08-30", "time": "18:36:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f7", "datetime": "2016-10-15 02:45:18", "date": "2016-10-15", "time": "02:45:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f8", "datetime": "2016-11-18 01:54:50", "date": "2016-11-18", "time": "01:54:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f9", "datetime": "2017-04-20 18:39:06", "date": "2017-04-20", "time": "18:39:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fa", "datetime": "2017-05-03 17:58:02", "date": "2017-05-03", "time": "17:58:02" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fb", "datetime": "2019-03-19 22:04:48", "date": "2019-03-19", "time": "22:04:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fc", "datetime": "2018-05-25 19:52:07", "date": "2018-05-25", "time": "19:52:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fd", "datetime": "2018-09-18 16:09:44", "date": "2018-09-18", "time": "16:09:44" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fe", "datetime": "2019-10-18 21:29:09", "date": "2019-10-18", "time": "21:29:09" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882ff", "datetime": "2011-05-03 20:54:05", "date": "2011-05-03", "time": "20:54:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688300", "datetime": "2011-08-23 20:49:45", "date": "2011-08-23", "time": "20:49:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688301", "datetime": "2014-12-04 06:13:01", "date": "2014-12-04", "time": "06:13:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688302", "datetime": "2016-11-16 19:25:55", "date": "2016-11-16", "time": "19:25:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688303", "datetime": "2016-06-18 21:35:45", "date": "2016-06-18", "time": "21:35:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688304", "datetime": "2016-10-15 18:17:51", "date": "2016-10-15", "time": "18:17:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688305", "datetime": "2014-08-27 17:49:18", "date": "2014-08-27", "time": "17:49:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688306", "datetime": "2015-12-19 21:30:31", "date": "2015-12-19", "time": "21:30:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688307", "datetime": "2018-11-27 15:53:50", "date": "2018-11-27", "time": "15:53:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688308", "datetime": "2019-04-11 18:30:12", "date": "2019-04-11", "time": "18:30:12" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688309", "datetime": "2015-06-06 20:01:06", "date": "2015-06-06", "time": "20:01:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830a", "datetime": "2019-03-14 22:01:52", "date": "2019-03-14", "time": "22:01:52" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830b", "datetime": "2012-07-13 21:43:57", "date": "2012-07-13", "time": "21:43:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830c", "datetime": "2016-12-24 02:27:31", "date": "2016-12-24", "time": "02:27:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830d", "datetime": "2017-08-31 00:35:26", "date": "2017-08-31", "time": "00:35:26" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830e", "datetime": "2013-04-13 12:35:33", "date": "2013-04-13", "time": "12:35:33" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830f", "datetime": "2013-08-19 23:35:49", "date": "2013-08-19", "time": "23:35:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688310", "datetime": "2013-10-04 19:14:56", "date": "2013-10-04", "time": "19:14:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688311", "datetime": "2016-09-10 19:26:19", "date": "2016-09-10", "time": "19:26:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688312", "datetime": "2018-09-08 14:15:37", "date": "2018-09-08", "time": "14:15:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688313", "datetime": "2019-09-13 22:47:25", "date": "2019-09-13", "time": "22:47:25" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688314", "datetime": "2019-06-05 18:22:49", "date": "2019-06-05", "time": "18:22:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688315", "datetime": "2015-03-16 23:51:16", "date": "2015-03-16", "time": "23:51:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688316", "datetime": "2015-12-21 04:48:01", "date": "2015-12-21", "time": "04:48:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688317", "datetime": "2016-10-28 20:22:42", "date": "2016-10-28", "time": "20:22:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688318", "datetime": "2016-10-28 20:23:00", "date": "2016-10-28", "time": "20:23:00" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688319", "datetime": "2014-08-07 18:30:48", "date": "2014-08-07", "time": "18:30:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831a", "datetime": "2014-09-16 20:41:45", "date": "2014-09-16", "time": "20:41:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831b", "datetime": "2014-10-12 23:22:27", "date": "2014-10-12", "time": "23:22:27" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831c", "datetime": "2015-07-21 20:43:56", "date": "2015-07-21", "time": "20:43:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831d", "datetime": "2015-07-21 20:45:07", "date": "2015-07-21", "time": "20:45:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831e", "datetime": "2015-05-02 19:49:05", "date": "2015-05-02", "time": "19:49:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831f", "datetime": "2015-05-06 03:52:18", "date": "2015-05-06", "time": "03:52:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688320", "datetime": "2015-09-26 01:13:19", "date": "2015-09-26", "time": "01:13:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688321", "datetime": "2019-04-04 22:02:37", "date": "2019-04-04", "time": "22:02:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688322", "datetime": "2011-12-21 19:02:51", "date": "2011-12-21", "time": "19:02:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688323", "datetime": "2012-04-15 04:21:39", "date": "2012-04-15", "time": "04:21:39" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688324", "datetime": "2012-04-15 14:23:56", "date": "2012-04-15", "time": "14:23:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688325", "datetime": "2013-06-30 22:39:51", "date": "2013-06-30", "time": "22:39:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688326", "datetime": "2013-10-04 20:34:13", "date": "2013-10-04", "time": "20:34:13" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688327", "datetime": "2014-07-16 02:28:40", "date": "2014-07-16", "time": "02:28:40" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688328", "datetime": "2018-06-13 20:16:07", "date": "2018-06-13", "time": "20:16:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688329", "datetime": "2011-10-08 12:02:23", "date": "2011-10-08", "time": "12:02:23" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832a", "datetime": "2014-08-18 02:11:11", "date": "2014-08-18", "time": "02:11:11" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832b", "datetime": "2016-01-07 05:27:51", "date": "2016-01-07", "time": "05:27:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832c", "datetime": "2016-10-21 20:15:55", "date": "2016-10-21", "time": "20:15:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832d", "datetime": "2016-12-01 03:57:10", "date": "2016-12-01", "time": "03:57:10" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848382", "datetime": "2015-04-02 21:45:17", "date": "2015-04-02", "time": "21:45:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848383", "datetime": "2014-01-28 20:56:04", "date": "2014-01-28", "time": "20:56:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848384", "datetime": "2014-11-16 16:11:58", "date": "2014-11-16", "time": "16:11:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848385", "datetime": "2015-11-15 19:21:53", "date": "2015-11-15", "time": "19:21:53" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848386", "datetime": "2015-11-15 19:33:39", "date": "2015-11-15", "time": "19:33:39" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848387", "datetime": "2018-09-29 18:55:17", "date": "2018-09-29", "time": "18:55:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848388", "datetime": "2018-10-20 16:48:05", "date": "2018-10-20", "time": "16:48:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848389", "datetime": "2018-10-20 22:20:24", "date": "2018-10-20", "time": "22:20:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838a", "datetime": "2011-04-23 21:11:22", "date": "2011-04-23", "time": "21:11:22" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838b", "datetime": "2014-05-04 19:42:48", "date": "2014-05-04", "time": "19:42:48" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838c", "datetime": "2014-05-11 19:16:08", "date": "2014-05-11", "time": "19:16:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838d", "datetime": "2014-06-04 19:14:18", "date": "2014-06-04", "time": "19:14:18" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838e", "datetime": "2015-12-05 19:22:42", "date": "2015-12-05", "time": "19:22:42" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838f", "datetime": "2017-05-15 23:19:00", "date": "2017-05-15", "time": "23:19:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848390", "datetime": "2017-05-19 14:30:16", "date": "2017-05-19", "time": "14:30:16" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848391", "datetime": "2017-05-19 14:30:25", "date": "2017-05-19", "time": "14:30:25" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848392", "datetime": "2017-08-28 15:49:37", "date": "2017-08-28", "time": "15:49:37" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848393", "datetime": "2017-09-20 20:19:51", "date": "2017-09-20", "time": "20:19:51" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848394", "datetime": "2017-10-01 16:31:05", "date": "2017-10-01", "time": "16:31:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848395", "datetime": "2017-10-01 16:56:27", "date": "2017-10-01", "time": "16:56:27" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848396", "datetime": "2017-12-27 23:33:20", "date": "2017-12-27", "time": "23:33:20" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848397", "datetime": "2011-09-24 21:37:32", "date": "2011-09-24", "time": "21:37:32" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848398", "datetime": "2014-03-10 20:20:07", "date": "2014-03-10", "time": "20:20:07" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848399", "datetime": "2015-05-27 00:40:24", "date": "2015-05-27", "time": "00:40:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839a", "datetime": "2015-08-29 17:58:15", "date": "2015-08-29", "time": "17:58:15" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839b", "datetime": "2018-03-16 15:03:26", "date": "2018-03-16", "time": "15:03:26" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839c", "datetime": "2013-10-22 16:49:21", "date": "2013-10-22", "time": "16:49:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839d", "datetime": "2014-11-21 17:39:24", "date": "2014-11-21", "time": "17:39:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839e", "datetime": "2015-04-11 13:14:14", "date": "2015-04-11", "time": "13:14:14" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839f", "datetime": "2015-11-21 16:05:56", "date": "2015-11-21", "time": "16:05:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a0", "datetime": "2016-05-06 14:10:04", "date": "2016-05-06", "time": "14:10:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a1", "datetime": "2017-08-09 15:15:10", "date": "2017-08-09", "time": "15:15:10" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a2", "datetime": "2017-10-21 15:12:56", "date": "2017-10-21", "time": "15:12:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a3", "datetime": "2015-12-03 18:44:00", "date": "2015-12-03", "time": "18:44:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a4", "datetime": "2016-03-17 18:19:21", "date": "2016-03-17", "time": "18:19:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a5", "datetime": "2016-11-02 15:58:38", "date": "2016-11-02", "time": "15:58:38" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.4.ddl.sqlpp
new file mode 100644
index 0000000..e59799e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..7220d42
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.6.query.sqlpp
new file mode 100644
index 0000000..cc884df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.6.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND CT.checkin_times_id = 1
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.7.query.sqlpp
new file mode 100644
index 0000000..7e6c12b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.7.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D /*+ indexnl */ = M.date
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.8.query.sqlpp
new file mode 100644
index 0000000..5f6ed5c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.8.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+) AS CD ON CD /*+ indexnl */ = M.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.9.query.sqlpp
new file mode 100644
index 0000000..58ba46a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/use-case-4/use-case-4.9.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    FROM    YelpCheckin C, C.checkin_times CT, CT.dates D 
+    SELECT  VALUE D
+)        AS CD ON CD /* +indexnl */ = M.date
+SELECT   COUNT(*);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.1.ddl.sqlpp
new file mode 100644
index 0000000..6a74203
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.1.ddl.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index.
+ *     1) Implicit INNER JOIN query, with additional predicate on inner collection before the unnest.
+ *     2) Implicit INNER JOIN query, with additional predicate on the outer collection.
+ *     3) Explicit INNER JOIN query using UNNEST subquery, no additional predicate.
+ *     4) Explicit LEFT OUTER JOIN query using UNNEST subquery, no additional predicate.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+CREATE TYPE CheckinDatesToMarkersType AS {
+    marker: string,
+    datetime: string,
+    date: string,
+    time: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE DATASET YelpCheckinDateMarkers (CheckinDatesToMarkersType) PRIMARY KEY marker;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.3.update.sqlpp
new file mode 100644
index 0000000..c1eca5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.3.update.sqlpp
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckinDateMarkers (
+    [
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "datetime": "2016-04-26 19:49:16", "date": "2016-04-26", "time": "19:49:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f6", "datetime": "2016-08-30 18:36:57", "date": "2016-08-30", "time": "18:36:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f7", "datetime": "2016-10-15 02:45:18", "date": "2016-10-15", "time": "02:45:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f8", "datetime": "2016-11-18 01:54:50", "date": "2016-11-18", "time": "01:54:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f9", "datetime": "2017-04-20 18:39:06", "date": "2017-04-20", "time": "18:39:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fa", "datetime": "2017-05-03 17:58:02", "date": "2017-05-03", "time": "17:58:02" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fb", "datetime": "2019-03-19 22:04:48", "date": "2019-03-19", "time": "22:04:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fc", "datetime": "2018-05-25 19:52:07", "date": "2018-05-25", "time": "19:52:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fd", "datetime": "2018-09-18 16:09:44", "date": "2018-09-18", "time": "16:09:44" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882fe", "datetime": "2019-10-18 21:29:09", "date": "2019-10-18", "time": "21:29:09" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c36882ff", "datetime": "2011-05-03 20:54:05", "date": "2011-05-03", "time": "20:54:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688300", "datetime": "2011-08-23 20:49:45", "date": "2011-08-23", "time": "20:49:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688301", "datetime": "2014-12-04 06:13:01", "date": "2014-12-04", "time": "06:13:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688302", "datetime": "2016-11-16 19:25:55", "date": "2016-11-16", "time": "19:25:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688303", "datetime": "2016-06-18 21:35:45", "date": "2016-06-18", "time": "21:35:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688304", "datetime": "2016-10-15 18:17:51", "date": "2016-10-15", "time": "18:17:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688305", "datetime": "2014-08-27 17:49:18", "date": "2014-08-27", "time": "17:49:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688306", "datetime": "2015-12-19 21:30:31", "date": "2015-12-19", "time": "21:30:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688307", "datetime": "2018-11-27 15:53:50", "date": "2018-11-27", "time": "15:53:50" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688308", "datetime": "2019-04-11 18:30:12", "date": "2019-04-11", "time": "18:30:12" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688309", "datetime": "2015-06-06 20:01:06", "date": "2015-06-06", "time": "20:01:06" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830a", "datetime": "2019-03-14 22:01:52", "date": "2019-03-14", "time": "22:01:52" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830b", "datetime": "2012-07-13 21:43:57", "date": "2012-07-13", "time": "21:43:57" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830c", "datetime": "2016-12-24 02:27:31", "date": "2016-12-24", "time": "02:27:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830d", "datetime": "2017-08-31 00:35:26", "date": "2017-08-31", "time": "00:35:26" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830e", "datetime": "2013-04-13 12:35:33", "date": "2013-04-13", "time": "12:35:33" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368830f", "datetime": "2013-08-19 23:35:49", "date": "2013-08-19", "time": "23:35:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688310", "datetime": "2013-10-04 19:14:56", "date": "2013-10-04", "time": "19:14:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688311", "datetime": "2016-09-10 19:26:19", "date": "2016-09-10", "time": "19:26:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688312", "datetime": "2018-09-08 14:15:37", "date": "2018-09-08", "time": "14:15:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688313", "datetime": "2019-09-13 22:47:25", "date": "2019-09-13", "time": "22:47:25" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688314", "datetime": "2019-06-05 18:22:49", "date": "2019-06-05", "time": "18:22:49" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688315", "datetime": "2015-03-16 23:51:16", "date": "2015-03-16", "time": "23:51:16" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688316", "datetime": "2015-12-21 04:48:01", "date": "2015-12-21", "time": "04:48:01" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688317", "datetime": "2016-10-28 20:22:42", "date": "2016-10-28", "time": "20:22:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688318", "datetime": "2016-10-28 20:23:00", "date": "2016-10-28", "time": "20:23:00" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688319", "datetime": "2014-08-07 18:30:48", "date": "2014-08-07", "time": "18:30:48" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831a", "datetime": "2014-09-16 20:41:45", "date": "2014-09-16", "time": "20:41:45" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831b", "datetime": "2014-10-12 23:22:27", "date": "2014-10-12", "time": "23:22:27" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831c", "datetime": "2015-07-21 20:43:56", "date": "2015-07-21", "time": "20:43:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831d", "datetime": "2015-07-21 20:45:07", "date": "2015-07-21", "time": "20:45:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831e", "datetime": "2015-05-02 19:49:05", "date": "2015-05-02", "time": "19:49:05" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368831f", "datetime": "2015-05-06 03:52:18", "date": "2015-05-06", "time": "03:52:18" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688320", "datetime": "2015-09-26 01:13:19", "date": "2015-09-26", "time": "01:13:19" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688321", "datetime": "2019-04-04 22:02:37", "date": "2019-04-04", "time": "22:02:37" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688322", "datetime": "2011-12-21 19:02:51", "date": "2011-12-21", "time": "19:02:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688323", "datetime": "2012-04-15 04:21:39", "date": "2012-04-15", "time": "04:21:39" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688324", "datetime": "2012-04-15 14:23:56", "date": "2012-04-15", "time": "14:23:56" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688325", "datetime": "2013-06-30 22:39:51", "date": "2013-06-30", "time": "22:39:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688326", "datetime": "2013-10-04 20:34:13", "date": "2013-10-04", "time": "20:34:13" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688327", "datetime": "2014-07-16 02:28:40", "date": "2014-07-16", "time": "02:28:40" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688328", "datetime": "2018-06-13 20:16:07", "date": "2018-06-13", "time": "20:16:07" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688329", "datetime": "2011-10-08 12:02:23", "date": "2011-10-08", "time": "12:02:23" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832a", "datetime": "2014-08-18 02:11:11", "date": "2014-08-18", "time": "02:11:11" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832b", "datetime": "2016-01-07 05:27:51", "date": "2016-01-07", "time": "05:27:51" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832c", "datetime": "2016-10-21 20:15:55", "date": "2016-10-21", "time": "20:15:55" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832d", "datetime": "2016-12-01 03:57:10", "date": "2016-12-01", "time": "03:57:10" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832e", "datetime": "2016-12-29 01:54:42", "date": "2016-12-29", "time": "01:54:42" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c368832f", "datetime": "2018-07-22 19:55:31", "date": "2018-07-22", "time": "19:55:31" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688330", "datetime": "2018-09-07 01:42:54", "date": "2018-09-07", "time": "01:42:54" },
+        { "marker": "4fa1e250-7a68-3adb-04ec-6569c3688331", "datetime": "2019-03-08 03:41:06", "date": "2019-03-08", "time": "03:41:06" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "datetime": "2019-06-07 17:54:58", "date": "2019-06-07", "time": "17:54:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848382", "datetime": "2015-04-02 21:45:17", "date": "2015-04-02", "time": "21:45:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848383", "datetime": "2014-01-28 20:56:04", "date": "2014-01-28", "time": "20:56:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848384", "datetime": "2014-11-16 16:11:58", "date": "2014-11-16", "time": "16:11:58" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848385", "datetime": "2015-11-15 19:21:53", "date": "2015-11-15", "time": "19:21:53" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848386", "datetime": "2015-11-15 19:33:39", "date": "2015-11-15", "time": "19:33:39" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848387", "datetime": "2018-09-29 18:55:17", "date": "2018-09-29", "time": "18:55:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848388", "datetime": "2018-10-20 16:48:05", "date": "2018-10-20", "time": "16:48:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848389", "datetime": "2018-10-20 22:20:24", "date": "2018-10-20", "time": "22:20:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838a", "datetime": "2011-04-23 21:11:22", "date": "2011-04-23", "time": "21:11:22" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838b", "datetime": "2014-05-04 19:42:48", "date": "2014-05-04", "time": "19:42:48" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838c", "datetime": "2014-05-11 19:16:08", "date": "2014-05-11", "time": "19:16:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838d", "datetime": "2014-06-04 19:14:18", "date": "2014-06-04", "time": "19:14:18" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838e", "datetime": "2015-12-05 19:22:42", "date": "2015-12-05", "time": "19:22:42" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784838f", "datetime": "2017-05-15 23:19:00", "date": "2017-05-15", "time": "23:19:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848390", "datetime": "2017-05-19 14:30:16", "date": "2017-05-19", "time": "14:30:16" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848391", "datetime": "2017-05-19 14:30:25", "date": "2017-05-19", "time": "14:30:25" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848392", "datetime": "2017-08-28 15:49:37", "date": "2017-08-28", "time": "15:49:37" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848393", "datetime": "2017-09-20 20:19:51", "date": "2017-09-20", "time": "20:19:51" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848394", "datetime": "2017-10-01 16:31:05", "date": "2017-10-01", "time": "16:31:05" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848395", "datetime": "2017-10-01 16:56:27", "date": "2017-10-01", "time": "16:56:27" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848396", "datetime": "2017-12-27 23:33:20", "date": "2017-12-27", "time": "23:33:20" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848397", "datetime": "2011-09-24 21:37:32", "date": "2011-09-24", "time": "21:37:32" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848398", "datetime": "2014-03-10 20:20:07", "date": "2014-03-10", "time": "20:20:07" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f067848399", "datetime": "2015-05-27 00:40:24", "date": "2015-05-27", "time": "00:40:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839a", "datetime": "2015-08-29 17:58:15", "date": "2015-08-29", "time": "17:58:15" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839b", "datetime": "2018-03-16 15:03:26", "date": "2018-03-16", "time": "15:03:26" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839c", "datetime": "2013-10-22 16:49:21", "date": "2013-10-22", "time": "16:49:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839d", "datetime": "2014-11-21 17:39:24", "date": "2014-11-21", "time": "17:39:24" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839e", "datetime": "2015-04-11 13:14:14", "date": "2015-04-11", "time": "13:14:14" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f06784839f", "datetime": "2015-11-21 16:05:56", "date": "2015-11-21", "time": "16:05:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a0", "datetime": "2016-05-06 14:10:04", "date": "2016-05-06", "time": "14:10:04" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a1", "datetime": "2017-08-09 15:15:10", "date": "2017-08-09", "time": "15:15:10" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a2", "datetime": "2017-10-21 15:12:56", "date": "2017-10-21", "time": "15:12:56" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a3", "datetime": "2015-12-03 18:44:00", "date": "2015-12-03", "time": "18:44:00" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a4", "datetime": "2016-03-17 18:19:21", "date": "2016-03-17", "time": "18:19:21" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a5", "datetime": "2016-11-02 15:58:38", "date": "2016-11-02", "time": "15:58:38" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a6", "datetime": "2019-02-27 14:03:08", "date": "2019-02-27", "time": "14:03:08" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a7", "datetime": "2015-05-29 16:46:17", "date": "2015-05-29", "time": "16:46:17" },
+        { "marker": "991ed2f7-3374-33a5-ee65-77f0678483a8", "datetime": "2015-06-01 15:03:53", "date": "2015-06-01", "time": "15:03:53" },
+        { "marker": "BAD_ENTRY_1", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_2", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_3", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_4", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_5", "datetime": "NA", "date": "NA", "time": "NA" },
+        { "marker": "BAD_ENTRY_6", "datetime": "NA", "date": "NA", "time": "NA" }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.4.ddl.sqlpp
new file mode 100644
index 0000000..5a6513a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.5.query.sqlpp
new file mode 100644
index 0000000..bb9eea4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND C.business_id = "--Ni3oJ4VOqfOEu7Sj2Vzg";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.6.query.sqlpp
new file mode 100644
index 0000000..a66da8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT M.marker
+FROM YelpCheckinDateMarkers M, YelpCheckin C, C.dates D
+WHERE D /*+ indexnl */ = M.datetime
+      AND M.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.7.query.sqlpp
new file mode 100644
index 0000000..8bdf70e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.7.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckinDateMarkers M
+INNER JOIN (
+    SELECT VALUE D
+    FROM YelpCheckin C, C.dates D
+) AS CD ON CD /*+ indexnl */ = M.datetime;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.8.query.sqlpp
new file mode 100644
index 0000000..7bfe568
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/join-unnest-queries/with-open-index/with-open-index.8.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SET `compiler.arrayindex` "true";
+USE TestYelp;
+
+FROM     YelpCheckinDateMarkers M
+LEFT OUTER JOIN (
+    FROM    YelpCheckin C, C.dates CD
+    SELECT  VALUE CD
+)        AS D ON D /*+ indexnl */ = M.datetime
+SELECT   COUNT(*);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..758f0e3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for an array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.2.query.sqlpp
new file mode 100644
index 0000000..8bb71f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-1/use-case-1.2.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..c1eb1c0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.2.query.sqlpp
new file mode 100644
index 0000000..8bb71f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-2/use-case-2.2.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..c144bd7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for an array->record->atomic index, and a composite two-field array index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpCheckinDate ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDateTime ON YelpCheckin (UNNEST checkin_times SELECT date, time) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.2.query.sqlpp
new file mode 100644
index 0000000..145f107
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDate" AND
+      D.DataverseName = "TestYelp";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..20d1175
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDateTime" AND
+      D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..4458dc2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a array->record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/use-case-4/use-case-4.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..cf95c07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a record->record->record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp
new file mode 100644
index 0000000..f70b1e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a composite array->record->atomic index on two array fields. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        t: { time: string }
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpCheckinDateTime ON YelpCheckin (UNNEST checkin_times SELECT date, t.time) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp
new file mode 100644
index 0000000..643dad3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDateTime" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..14eb194
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for both a composite atomic, array->atomic and array->atomic, atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id);
+CREATE INDEX IdxYelpBusinessCheckinDates ON YelpCheckin (business_id, UNNEST dates) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinDatesBusiness ON YelpCheckin (UNNEST dates, business_id) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.query.sqlpp
new file mode 100644
index 0000000..6a693ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpBusinessCheckinDates" AND
+      D.DataverseName = "TestYelp";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.3.query.sqlpp
new file mode 100644
index 0000000..688d2a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/closed/with-composite-sk/with-composite-sk.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDatesBusiness" AND
+      D.DataverseName = "TestYelp";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.1.ddl.sqlpp
new file mode 100644
index 0000000..e8d78ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.1.ddl.sqlpp
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+CREATE TYPE       TestType AS {
+  _id: uuid,
+  closed_field_1: {
+    closed_field_2: [{
+        closed_field_3: {
+            closed_field_4: [{
+                closed_field_5: bigint
+            }]
+        }
+    }]
+  }
+};
+CREATE DATASET    TestDataset (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
+
+
+-- Fully open index 1. Unnest flags: [0, 1, 0]
+CREATE INDEX      testIndex1
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                SELECT open_field_3a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Fully open index 2. Unnest flags: [0, 1, 0, 0]
+CREATE INDEX      testIndex2
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                SELECT open_field_3b.open_field_4 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Fully open index 3. Unnest flags: [0, 1, 0, 1]
+CREATE INDEX      testIndex3
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                UNNEST open_field_3c.open_field_4a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Fully open index 4. Unnest flags: [0, 1, 0, 1, 0]
+CREATE INDEX      testIndex4
+ON                TestDataset ( UNNEST open_field_1.open_field_2
+                                UNNEST open_field_3c.open_field_4b
+                                SELECT open_field_5 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+
+-- Partially open index 1.  [0, 1, 0]
+CREATE INDEX      testIndex1c
+ON                TestDataset ( UNNEST closed_field_1.open_field_2
+                                SELECT open_field_3a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Partially open index 2. Unnest flags: [0, 1, 0, 0]
+CREATE INDEX      testIndex2c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                SELECT open_field_3b.open_field_4 : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Partially open index 3. Unnest flags: [0, 1, 0, 1]
+CREATE INDEX      testIndex3c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                UNNEST closed_field_3.open_field_4a : bigint )
+EXCLUDE UNKNOWN KEY;
+
+-- Partially open index 4. Unnest flags: [0, 1, 0, 1, 0]
+CREATE INDEX      testIndex4c
+ON                TestDataset ( UNNEST closed_field_1.closed_field_2
+                                UNNEST closed_field_3.closed_field_4
+                                SELECT open_field_5 : bigint )
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.2.query.sqlpp
new file mode 100644
index 0000000..1b854c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/complex-structures/complex-structures-01.2.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+FROM      Metadata.`Index` D
+WHERE     D.IndexName LIKE "testIndex%" AND
+          D.DataverseName = "TestDataverse"
+SELECT    D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+ORDER BY  D.IndexName ASC;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..d5c0a72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for an array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id : string?);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates: string) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-1/use-case-1.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..2fc09bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id : string?);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string ) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-2/use-case-2.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..89e7cc1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for an array->record->atomic index, and a composite two-field array index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id : string ?);
+CREATE INDEX IdxYelpCheckinDate ON YelpCheckin (UNNEST checkin_times SELECT date : string ) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelpCheckinTime ON YelpCheckin (UNNEST checkin_times SELECT time : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.2.query.sqlpp
new file mode 100644
index 0000000..f705a94
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.2.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDate" AND
+      D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.3.query.sqlpp
new file mode 100644
index 0000000..fc849a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-3/use-case-3.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinTime" AND
+      D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..82f80fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a array->record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX IdxYelpCheckinBusinessID ON YelpCheckin (business_id : string?);
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/use-case-4/use-case-4.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..00a06ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a record->record->record->array->atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates : string )
+EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp
new file mode 100644
index 0000000..822f970
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDates" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp
new file mode 100644
index 0000000..2769349
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for a composite array->record->atomic index on two array fields. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX  IdxYelpCheckinDateTime
+ON            YelpCheckin (UNNEST checkin_times SELECT date : string ,
+                           t.time : string )
+EXCLUDE UNKNOWN KEY;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp
new file mode 100644
index 0000000..643dad3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+FROM Metadata.`Index` D
+WHERE D.IndexName = "IdxYelpCheckinDateTime" AND D.DataverseName = "TestYelp";
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..6194b55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify the index metadata for both a composite atomic, array->atomic and array->atomic, atomic index. 
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
+CREATE INDEX  IdxYelpBusinessCheckinDates
+ON            YelpCheckin (business_id : string, UNNEST dates : string)
+EXCLUDE UNKNOWN KEY;
+
+-- More complex indexes created below.
+CREATE INDEX IdxYelp1 ON YelpCheckin (
+    ( UNNEST outer_dates_1
+      SELECT date : string ),
+    backup_business_id : string
+) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelp2 ON YelpCheckin (
+    business_id : string,
+    ( UNNEST outer_dates_2
+      SELECT time : string )
+) EXCLUDE UNKNOWN KEY;
+CREATE INDEX IdxYelp3 ON YelpCheckin (
+    business_id : string,
+    ( UNNEST outer_dates
+      UNNEST inner_dates
+      SELECT date : string,
+             time : string ),
+    backup_business_id : string
+) EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.2.query.sqlpp
new file mode 100644
index 0000000..738a69b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/metadata/open/with-composite-sk/with-composite-sk.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+FROM       Metadata.`Index` D
+WHERE      D.IndexName LIKE "IdxYelp%" AND D.DataverseName = "TestYelp"
+SELECT     D.SearchKey, D.SearchKeyElements, D.SearchKeyType
+ORDER BY   D.IndexName;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..19b7ff7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index.
+ *     1) Implicit existential quantification w/ membership query.
+ *     2) Explicit existential quantification query, performing a range search.
+ *     3) Universal quantification query, perform a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..39fd911
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..dc5fc32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C 
+WHERE "2016-04-26 19:49:16" IN C.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..2921d18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.dates
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.6.query.sqlpp
new file mode 100644
index 0000000..5ccbf5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.6.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   LEN(C.dates) > 0 AND
+        ( EVERY D IN C.dates
+          SATISFIES D > "2016" AND D < "2017" )
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.7.query.sqlpp
new file mode 100644
index 0000000..a8eb5bc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-1/use-case-1.7.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.dates
+        SATISFIES D > "2016" AND D < "2017"
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..fd32cb9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a record->array->atomic index.
+ *     1) Implicit existential quantification w/ membership query.
+ *     2) Explicit existential quantification query, performing a range search.
+ *     3) Universal quantification query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..d9f0f7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-2.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.3.ddl.sqlpp
new file mode 100644
index 0000000..caaaad0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..ff3b923
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE "2016-04-26" IN C.checkin_times.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..cea9d3e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times.dates 
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.6.query.sqlpp
new file mode 100644
index 0000000..173f02c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-2/use-case-2.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.checkin_times.dates
+        SATISFIES D > "2016" AND D < "2017"
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..8b4c15b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->atomic index.
+ *     1) Explicit existential quantification query, performing a point search.
+ *     2) Explicit existential quantification query, performing a point search on two fields inside the array.
+ *     3) Universal quantification query, peforming a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..f05a19b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.3.ddl.sqlpp
new file mode 100644
index 0000000..4154d37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..e21053a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times 
+SATISFIES "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..30547411
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times 
+SATISFIES D.date = "2016-04-26" AND D.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..40b2ab4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.checkin_times
+        SATISFIES D.date > "2016" AND D.date < "2017"
+SELECT  C.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..65c16dd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->array->atomic index.
+ *     1) Nested existential quantification (implicit using membership and explicit outer) query.
+ *     2) Nested existential quantification (explicit inner and outer) query.
+ *     3) Universal quantification containing explicit existential quantification query.
+ *     4) Nested universal quantification query.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..197d417
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-4.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.3.ddl.sqlpp
new file mode 100644
index 0000000..e59799e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..1832378
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME D IN C.checkin_times
+SATISFIES "2016-04-26" IN D.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..ea254b7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C
+WHERE SOME CT IN C.checkin_times
+SATISFIES (
+    SOME D IN CT.dates
+    SATISFIES D = "2016-04-26"
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.6.query.sqlpp
new file mode 100644
index 0000000..1035a86
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.6.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY CT IN C.checkin_times
+        SATISFIES ( SOME D IN CT.dates
+                    SATISFIES "2019-06-07" = D )
+SELECT  C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.7.query.sqlpp
new file mode 100644
index 0000000..a60a21e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/use-case-4/use-case-4.7.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY CT IN C.checkin_times
+        SATISFIES ( SOME AND EVERY D IN CT.dates
+                    SATISFIES D > "2019-06-05" )
+SELECT  C.business_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.ddl.sqlpp
new file mode 100644
index 0000000..0b3bc97
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index 
+  *             on a dataset with a composite PK.
+ *     1) Implicit existential quantification w/ membership query.
+ *     2) Explicit existential quantification query, performing a range search.
+ *     3) Universal quantification query, perform a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.update.sqlpp
new file mode 100644
index 0000000..5adc3e9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-composite-pk.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.4.query.sqlpp
new file mode 100644
index 0000000..dc5fc32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C 
+WHERE "2016-04-26 19:49:16" IN C.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.5.query.sqlpp
new file mode 100644
index 0000000..2921d18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.dates
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.6.query.sqlpp
new file mode 100644
index 0000000..90bec06
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.dates
+        SATISFIES D > "2016" AND D < "2017"
+SELECT  COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.1.ddl.sqlpp
new file mode 100644
index 0000000..4f8b1f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an open array->atomic index.
+ *     1) Implicit existential quantification w/ membership query.
+ *     2) Explicit existential quantification query, performing a range search.
+ *     3) Universal quantification query, perform a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.2.update.sqlpp
new file mode 100644
index 0000000..51296bd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.2.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.3.ddl.sqlpp
new file mode 100644
index 0000000..5a6513a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.4.query.sqlpp
new file mode 100644
index 0000000..dc5fc32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C 
+WHERE "2016-04-26 19:49:16" IN C.dates;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.5.query.sqlpp
new file mode 100644
index 0000000..2921d18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.5.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C
+WHERE SOME D IN C.dates
+SATISFIES D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.6.query.sqlpp
new file mode 100644
index 0000000..a8eb5bc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-quantified-queries/with-open-index/with-open-index.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+FROM    YelpCheckin C
+WHERE   SOME AND EVERY D IN C.dates
+        SATISFIES D > "2016" AND D < "2017"
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..ae09aa5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..39fd911
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..cba5055
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..58dc001
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: {
+        dates: [string],
+        times: [string]
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..18135a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-2.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.3.ddl.sqlpp
new file mode 100644
index 0000000..caaaad0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..0f23cd4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..9887068
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..d20997e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ *     3) UNNEST query, performing a point search with an additional predicate after the UNNEST.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..f05a19b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.ddl.sqlpp
new file mode 100644
index 0000000..4154d37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..912cfcb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..244ae62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..4ab2742
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date = "2016-04-26" AND 
+      D.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..809e207
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        dates: [string],
+        times: [string]
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..197d417
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-4.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.3.ddl.sqlpp
new file mode 100644
index 0000000..e59799e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..cd5b2c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..2f858dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..5caafd9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a record->record->record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_data: {
+        checkin_temporal: {
+            checkin_times: {
+                dates: [string],
+                times: [string]
+            }
+        }
+    }
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
new file mode 100644
index 0000000..8c7303c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-3-level-record-path.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
new file mode 100644
index 0000000..01be97a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
new file mode 100644
index 0000000..cee1887
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp
new file mode 100644
index 0000000..847e73f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp
new file mode 100644
index 0000000..b375231
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index with a composite PK.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: smallint,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id, business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.update.sqlpp
new file mode 100644
index 0000000..3594aee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-composite-pk.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.5.query.sqlpp
new file mode 100644
index 0000000..cba5055
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..fc115e3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->atomic index on both array fields + an atomic field.
+ *     1) UNNEST query, performing a composite point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    checkin_times: [{
+        date: string,
+        time: string
+    }]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.update.sqlpp
new file mode 100644
index 0000000..cb5c748
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.3.ddl.sqlpp
new file mode 100644
index 0000000..2c9136a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX  IdxYelpCheckinDatesTimesBusiness
+ON            YelpCheckin (UNNEST checkin_times SELECT date, time)
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.4.query.sqlpp
new file mode 100644
index 0000000..3023de1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.4.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      "19:49:16" = D.time AND
+      "--1UhMGODdWsrMastO9DZw" = C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.5.query.sqlpp
new file mode 100644
index 0000000..244ae62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..2d7d649
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index with a dataset filter field.
+ *     1) UNNEST query, performing a point search with the inclusion of the filter field.
+ *     2) UNNEST query, performing a range search without the inclusion of the filter field.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid,
+    business_id: string,
+    dates: [string]
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED WITH FILTER ON business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
new file mode 100644
index 0000000..b75bf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.update.sqlpp
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+INSERT INTO YelpCheckin (
+    [
+        {
+            "business_id": "--1UhMGODdWsrMastO9DZw",
+            "dates": [
+                "2016-04-26 19:49:16",
+                "2016-08-30 18:36:57",
+                "2016-10-15 02:45:18",
+                "2016-11-18 01:54:50",
+                "2017-04-20 18:39:06",
+                "2017-05-03 17:58:02",
+                "2019-03-19 22:04:48"
+            ]
+        },
+        {
+            "business_id": "--EF5N7P70J_UYBTPypYlA",
+            "dates": [
+                "2018-05-25 19:52:07",
+                "2018-09-18 16:09:44",
+                "2019-10-18 21:29:09"
+            ]
+        },
+        {
+            "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg",
+            "dates": [
+                "2019-06-07 17:54:58"
+            ]
+        },
+        {
+            "business_id": "--Y1Adl1YUWfYIRSd8vkmA",
+            "dates": [
+                "2011-05-03 20:54:05",
+                "2011-08-23 20:49:45",
+                "2014-12-04 06:13:01",
+                "2016-11-16 19:25:55"
+            ]
+        },
+        {
+            "business_id": "--YPwqIlRJrhHkJcjY3eiA",
+            "dates": [
+                "2016-06-18 21:35:45",
+                "2016-10-15 18:17:51"
+            ]
+        },
+        {
+            "business_id": "--e8PjCNhEz32pprnPhCwQ",
+            "dates": [
+                "2015-04-02 21:45:17"
+            ]
+        },
+        {
+            "business_id": "--kinfHwmtdjz03g8B8z8Q",
+            "dates": [
+                "2014-08-27 17:49:18",
+                "2015-12-19 21:30:31",
+                "2018-11-27 15:53:50"
+            ]
+        },
+        {
+            "business_id": "--q6datkI-f0EoVheXNEeQ",
+            "dates": [
+                "2014-01-28 20:56:04",
+                "2014-11-16 16:11:58",
+                "2015-11-15 19:21:53",
+                "2015-11-15 19:33:39"
+            ]
+        },
+        {
+            "business_id": "--qvQS4MigHPykD2GV0-zw",
+            "dates": [
+                "2019-04-11 18:30:12"
+            ]
+        },
+        {
+            "business_id": "--wIGbLEhlpl_UeAIyDmZQ",
+            "dates": [
+                "2015-06-06 20:01:06",
+                "2019-03-14 22:01:52"
+            ]
+        },
+        {
+            "business_id": "-0FA-Qdi3SPYIoJz9UQw-A",
+            "dates": [
+                "2018-09-29 18:55:17",
+                "2018-10-20 16:48:05",
+                "2018-10-20 22:20:24"
+            ]
+        },
+        {
+            "business_id": "-0Hj1hb_XW6ybWq2M7QhGA",
+            "dates": [
+                "2011-04-23 21:11:22",
+                "2014-05-04 19:42:48",
+                "2014-05-11 19:16:08",
+                "2014-06-04 19:14:18",
+                "2015-12-05 19:22:42",
+                "2017-05-15 23:19:00"
+            ]
+        },
+        {
+            "business_id": "-0KMvRFwDWdVBeTpT11iHw",
+            "dates": [
+                "2012-07-13 21:43:57",
+                "2016-12-24 02:27:31",
+                "2017-08-31 00:35:26"
+            ]
+        },
+        {
+            "business_id": "-0LPtgJC31FWMrMv317p0Q",
+            "dates": [
+                "2013-04-13 12:35:33",
+                "2013-08-19 23:35:49",
+                "2013-10-04 19:14:56"
+            ]
+        },
+        {
+            "business_id": "-0M3o2uWBnQZwd3hmfEwuw",
+            "dates": [
+                "2016-09-10 19:26:19",
+                "2018-09-08 14:15:37",
+                "2019-09-13 22:47:25"
+            ]
+        },
+        {
+            "business_id": "-0RRiWDtfnS16AKCtfvBZg",
+            "dates": [
+                "2017-05-19 14:30:16",
+                "2017-05-19 14:30:25",
+                "2017-08-28 15:49:37",
+                "2017-09-20 20:19:51",
+                "2017-10-01 16:31:05",
+                "2017-10-01 16:56:27",
+                "2017-12-27 23:33:20"
+            ]
+        },
+        {
+            "business_id": "-0Soj75v-XoRcf2ERr8Bmg",
+            "dates": [
+                "2019-06-05 18:22:49"
+            ]
+        },
+        {
+            "business_id": "-0ZumLlFjMh4ZW1z2nXGug",
+            "dates": [
+                "2011-09-24 21:37:32",
+                "2014-03-10 20:20:07",
+                "2015-05-27 00:40:24",
+                "2015-08-29 17:58:15",
+                "2018-03-16 15:03:26"
+            ]
+        },
+        {
+            "business_id": "-0aOudcaAyac0VJbMX-L1g",
+            "dates": [
+                "2015-03-16 23:51:16",
+                "2015-12-21 04:48:01",
+                "2016-10-28 20:22:42",
+                "2016-10-28 20:23:00"
+            ]
+        },
+        {
+            "business_id": "-0b86isaXMY0v4g-V8GZ9Q",
+            "dates": [
+                "2013-10-22 16:49:21",
+                "2014-11-21 17:39:24"
+            ]
+        },
+        {
+            "business_id": "-0d-BfFSU0bwLcnMaGRxYw",
+            "dates": [
+                "2014-08-07 18:30:48",
+                "2014-09-16 20:41:45",
+                "2014-10-12 23:22:27",
+                "2015-07-21 20:43:56",
+                "2015-07-21 20:45:07"
+            ]
+        },
+        {
+            "business_id": "-0jz6c3C6i7RG7Ag22K-Pg",
+            "dates": [
+                "2015-05-02 19:49:05",
+                "2015-05-06 03:52:18",
+                "2015-09-26 01:13:19"
+            ]
+        },
+        {
+            "business_id": "-0y3MZU2oYP8r1ruDP1bfQ",
+            "dates": [
+                "2015-04-11 13:14:14",
+                "2015-11-21 16:05:56",
+                "2016-05-06 14:10:04",
+                "2017-08-09 15:15:10",
+                "2017-10-21 15:12:56"
+            ]
+        },
+        {
+            "business_id": "-1BPe8UjF2_l3nVk-DFUjA",
+            "dates": [
+                "2015-12-03 18:44:00",
+                "2016-03-17 18:19:21",
+                "2016-11-02 15:58:38"
+            ]
+        },
+        {
+            "business_id": "-1E2CQu_38mkghvmZgCCRw",
+            "dates": [
+                "2019-04-04 22:02:37"
+            ]
+        },
+        {
+            "business_id": "-1wzk43IZ5D9Ysu6kzb5xA",
+            "dates": [
+                "2019-02-27 14:03:08"
+            ]
+        },
+        {
+            "business_id": "-23R9P2eG7VTc6DVLjFKzA",
+            "dates": [
+                "2011-12-21 19:02:51",
+                "2012-04-15 04:21:39",
+                "2012-04-15 14:23:56",
+                "2013-06-30 22:39:51",
+                "2013-10-04 20:34:13",
+                "2014-07-16 02:28:40"
+            ]
+        },
+        {
+            "business_id": "-26MGfikhJiTfCI-GqmzhQ",
+            "dates": [
+                "2018-06-13 20:16:07"
+            ]
+        },
+        {
+            "business_id": "-2bLuJsMZ0WhI9daurVQNQ",
+            "dates": [
+                "2015-05-29 16:46:17",
+                "2015-06-01 15:03:53"
+            ]
+        },
+        {
+            "business_id": "-2hDBMaza_ldqnZdiU06LQ",
+            "dates": [
+                "2011-10-08 12:02:23",
+                "2014-08-18 02:11:11",
+                "2016-01-07 05:27:51",
+                "2016-10-21 20:15:55",
+                "2016-12-01 03:57:10",
+                "2016-12-29 01:54:42",
+                "2018-07-22 19:55:31",
+                "2018-09-07 01:42:54",
+                "2019-03-08 03:41:06"
+            ]
+        }
+    ]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp
new file mode 100644
index 0000000..6fa8e96
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.4.query.sqlpp
new file mode 100644
index 0000000..bd0f395
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D AND 
+      C.business_id = "--1UhMGODdWsrMastO9DZw";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.5.query.sqlpp
new file mode 100644
index 0000000..cba5055
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.ddl.sqlpp
new file mode 100644
index 0000000..c87f4ca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.update.sqlpp
new file mode 100644
index 0000000..39fd911
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-1.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.3.ddl.sqlpp
new file mode 100644
index 0000000..5a6513a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.4.query.sqlpp
new file mode 100644
index 0000000..ec79bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.dates D
+WHERE "2016-04-26 19:49:16" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.5.query.sqlpp
new file mode 100644
index 0000000..cba5055
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-1/use-case-1.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.ddl.sqlpp
new file mode 100644
index 0000000..6dbc88c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.update.sqlpp
new file mode 100644
index 0000000..18135a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-2.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.3.ddl.sqlpp
new file mode 100644
index 0000000..be8f99d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times.dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.4.query.sqlpp
new file mode 100644
index 0000000..0f23cd4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.5.query.sqlpp
new file mode 100644
index 0000000..9887068
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-2/use-case-2.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.ddl.sqlpp
new file mode 100644
index 0000000..ca44009
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ *     3) UNNEST query, performing a point search with an additional predicate after the UNNEST.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.update.sqlpp
new file mode 100644
index 0000000..f05a19b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.ddl.sqlpp
new file mode 100644
index 0000000..4c7e924
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times SELECT date : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.4.query.sqlpp
new file mode 100644
index 0000000..912cfcb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.5.query.sqlpp
new file mode 100644
index 0000000..244ae62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.6.query.sqlpp
new file mode 100644
index 0000000..4ab2742
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-3/use-case-3.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date = "2016-04-26" AND 
+      D.time = "19:49:16";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.ddl.sqlpp
new file mode 100644
index 0000000..f1cc5fb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.update.sqlpp
new file mode 100644
index 0000000..197d417
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-4.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.3.ddl.sqlpp
new file mode 100644
index 0000000..176da7e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.3.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX IdxYelpCheckinDates ON YelpCheckin (UNNEST checkin_times UNNEST dates : string ) EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.4.query.sqlpp
new file mode 100644
index 0000000..cd5b2c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE "2016-04-26" = D;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.5.query.sqlpp
new file mode 100644
index 0000000..2f858dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/use-case-4/use-case-4.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times CT, CT.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.1.ddl.sqlpp
new file mode 100644
index 0000000..3180b30
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.1.ddl.sqlpp
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index with a feed (+ meta field).
+ *     1) UNNEST query, performing a point search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE TYPE MetaType AS {
+    _id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType)
+WITH META(MetaType)
+PRIMARY KEY business_id;
+
+CREATE FEED YelpCheckinStream WITH {
+ "adapter-name" : "localfs",
+ "reader" : "localfs",
+ "parser" : "record-with-metadata",
+ "type-name" : "CheckinType",
+ "meta-type-name" : "MetaType",
+ "path" : "asterix_nc1://data/yelp-checkin/feeds.csv",
+ "format": "csv",
+ "delimiter": ",",
+ "record-format": "adm",
+ "record-index" : "1",
+ "key-indexes" : "0",
+ "key-indicators" : "1",
+ "header": "false"
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.2.update.sqlpp
new file mode 100644
index 0000000..13a634b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.2.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+SET `wait-for-completion-feed` "true";
+CONNECT FEED YelpCheckinStream
+TO DATASET YelpCheckin;
+
+START FEED YelpCheckinStream;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.3.ddl.sqlpp
new file mode 100644
index 0000000..630b71e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX checkinDatesIdx
+ON YelpCheckin ( UNNEST dates : string )
+EXCLUDE UNKNOWN KEY;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.4.query.sqlpp
new file mode 100644
index 0000000..9078e62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-new-index/using-feed-new-index.4.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+SET `compiler.arrayindex` "true";
+
+FROM    YelpCheckin C
+UNNEST  C.dates D
+WHERE   D > ""
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.1.ddl.sqlpp
new file mode 100644
index 0000000..e1e82a7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.1.ddl.sqlpp
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using an array->atomic index with a feed (+ meta field).
+ *     1) UNNEST query, performing a point search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    business_id: string
+};
+
+CREATE TYPE MetaType AS {
+    _id: string
+};
+
+CREATE DATASET YelpCheckin(CheckinType)
+WITH META(MetaType)
+PRIMARY KEY business_id;
+
+CREATE INDEX checkinDatesIdx
+ON YelpCheckin ( UNNEST dates : string )
+EXCLUDE UNKNOWN KEY;
+
+CREATE FEED YelpCheckinStream WITH {
+ "adapter-name" : "localfs",
+ "reader" : "localfs",
+ "parser" : "record-with-metadata",
+ "type-name" : "CheckinType",
+ "meta-type-name" : "MetaType",
+ "path" : "asterix_nc1://data/yelp-checkin/feeds.csv",
+ "format": "csv",
+ "delimiter": ",",
+ "record-format": "adm",
+ "record-index" : "1",
+ "key-indexes" : "0",
+ "key-indicators" : "1",
+ "header": "false"
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.2.update.sqlpp
new file mode 100644
index 0000000..13a634b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.2.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+SET `wait-for-completion-feed` "true";
+CONNECT FEED YelpCheckinStream
+TO DATASET YelpCheckin;
+
+START FEED YelpCheckinStream;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.3.query.sqlpp
new file mode 100644
index 0000000..9078e62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/using-feed-old-index/using-feed-old-index.3.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+SET `compiler.arrayindex` "true";
+
+FROM    YelpCheckin C
+UNNEST  C.dates D
+WHERE   D > ""
+SELECT  COUNT(*);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
new file mode 100644
index 0000000..a6e46aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a record->record->record->array->atomic index.
+ *     1) UNNEST query, performing a point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
new file mode 100644
index 0000000..8c7303c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/with-3-level-record-path.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
new file mode 100644
index 0000000..db37a3d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX  IdxYelpCheckinDates
+ON            YelpCheckin (UNNEST checkin_data.checkin_temporal.checkin_times.dates : string )
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
new file mode 100644
index 0000000..cee1887
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE "2016-04-26" = D;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp
new file mode 100644
index 0000000..847e73f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_data.checkin_temporal.checkin_times.dates D
+WHERE D > "2016" AND D < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
new file mode 100644
index 0000000..f3cae85
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: Verify that we are able to correctly perform the following types of queries using a array->record->atomic index on both array fields + an atomic field.
+ *     1) UNNEST query, performing a composite point search.
+ *     2) UNNEST query, performing a range search.
+ */
+
+DROP DATAVERSE TestYelp IF EXISTS;
+CREATE DATAVERSE TestYelp;
+USE TestYelp;
+
+CREATE TYPE CheckinType AS {
+    checkin_id: uuid
+};
+
+CREATE DATASET YelpCheckin(CheckinType) PRIMARY KEY checkin_id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.update.sqlpp
new file mode 100644
index 0000000..f05a19b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+LOAD DATASET YelpCheckin
+USING localfs (("path"="asterix_nc1://data/yelp-checkin/use-case-3.json"),
+                ("format"="json"));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.3.ddl.sqlpp
new file mode 100644
index 0000000..4ba9f82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.3.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE TestYelp;
+
+CREATE INDEX  IdxYelpCheckinDatesTimesBusiness
+ON            YelpCheckin (UNNEST checkin_times SELECT date : string , time : string )
+EXCLUDE UNKNOWN KEY;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.4.query.sqlpp
new file mode 100644
index 0000000..3023de1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.4.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT C.business_id
+FROM YelpCheckin C, C.checkin_times D
+WHERE "2016-04-26" = D.date AND 
+      "19:49:16" = D.time AND
+      "--1UhMGODdWsrMastO9DZw" = C.business_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.5.query.sqlpp
new file mode 100644
index 0000000..244ae62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+SET `compiler.arrayindex` "true";
+
+USE TestYelp;
+
+SELECT COUNT(*)
+FROM YelpCheckin C, C.checkin_times D
+WHERE D.date > "2016" AND D.date < "2017";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.query.sqlpp
new file mode 100644
index 0000000..77444a2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+{
+  'result1':(datetime('2000-03-01T02:00:00+04:00') = datetime('2000-03-01T02:00:00+05:00')),
+  'result2':(datetime('2000-03-01T02:00:00+04:00') = datetime('2000-03-01T02:00:00Z')),
+  'result3':(datetime('2000-03-01T02:00:00+04:00') = datetime('2000-03-01T02:00:00')),
+  'result4':(datetime('2000-03-01T02:00:00Z') = datetime('2000-03-01T02:00:00'))
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.1.query.sqlpp
new file mode 100644
index 0000000..c0ed568
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.1.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+from
+  [ int64(2), float(2.0), double(2.5), "str1", "str2", true, false, null, missing ] arg1,
+  [ int32(2), double(2.0), float(2.5), "str1", "str2", true, false, null, missing ] arg2
+let
+  is_distinct = arg1 is distinct from arg2,
+  is_not_distinct = arg1 is not distinct from arg2
+select
+  case
+    when arg1 is missing then "MISSING"
+    when arg1 is null then "NULL"
+    else arg1
+  end as arg1,
+  case
+    when arg2 is missing then "MISSING"
+    when arg2 is null then "NULL"
+    else arg2
+  end as arg2,
+  is_distinct as `!!==`,
+  is_not_distinct as `==`
+order by is_distinct, arg1, arg2
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.2.query.sqlpp
new file mode 100644
index 0000000..fcc1dc2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/comparison/is_distinct_01/is_distinct_01.2.query.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+  x = 2, y = 3
+select
+  /* test expression */
+  x between 1 and 3 is not distinct from x between 0 and 4 as t1,
+  /* expected operator precedence */
+  (x between 1 and 3) is not distinct from (x between 0 and 4) as t1_expected,
+  /* unexpected operator precedence */
+  (((x between 1 and 3) is not distinct from x) between 0 and 4) as t1_unexpected,
+
+  /* test expression */
+  x is unknown is not distinct from y is unknown as t2,
+  /* expected operator precedence */
+  (x is unknown) is not distinct from (y is unknown) as t2_expected,
+  /* unexpected operator precedence */
+  (((x is unknown) is not distinct from y) is unknown) as t2_unexpected,
+
+  /* test expression */
+  x is not unknown is distinct from y is unknown as t3,
+  /* expected operator precedence */
+  (x is not unknown) is distinct from (y is unknown) as t3_expected,
+  /* unexpected operator precedence */
+  (((x is not unknown) is distinct from y) is unknown) as t3_unexpected;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.3.query.sqlpp
index 509d97d..75c4c53 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.3.query.sqlpp
@@ -17,20 +17,40 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  'ABCDEF0123456789',
+  'abcdef0123456789',
+  '0A0B0C0D0E0F',
+  '01020304050607080900',
+  '',
+  test.hex('ABCDEF0123456789')
+],
+testNull = [
+  null,
+  '@#!',
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  date('2020-01-01'),
+  datetime('2020-01-01T00:00:00Z'),
+  time("00:00:00"),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-[
-    test.hex('ABCDEF0123456789'),
-    test.hex('abcdef0123456789'),
-    test.hex('0A0B0C0D0E0F'),
-    test.hex('01020304050607080900'),
-    test.hex(''),
-    test.hex(test.hex('ABCDEF0123456789')),
-
-    test.base64('0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/'),
-    test.base64(''),
-    test.base64('QXN0ZXJpeA=='),
-    test.base64('QXN0ZXJpeAE='),
-    test.base64('QXN0ZXJpeAE8'),
-    test.base64(test.base64('QXN0ZXJpeAE8'))
-];
+select 0 g, i, hex(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, hex(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, hex(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.4.query.sqlpp
new file mode 100644
index 0000000..3b929e8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_01/binary_01.4.query.sqlpp
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+    '0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/',
+    '',
+    'QXN0ZXJpeA==',
+    'QXN0ZXJpeAE=',
+    'QXN0ZXJpeAE8',
+    test.base64('QXN0ZXJpeAE8')
+],
+testNull = [
+  null,
+  '@#!',
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  date('2020-01-01'),
+  datetime('2020-01-01T00:00:00Z'),
+  time("00:00:00"),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, base64(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, base64(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, base64(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.1.query.sqlpp
new file mode 100644
index 0000000..d150323
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.1.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": hex("@#!1"),
+  "null_1": hex(date("2020-01-01")),
+  "null_2": hex([]),
+  "null_3": hex({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.2.query.sqlpp
new file mode 100644
index 0000000..7e63bb1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/binary_02/binary_02.2.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": base64("@#!2"),
+  "null_1": base64(date("2020-01-01")),
+  "null_2": base64([]),
+  "null_3": base64({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_01/boolean_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_01/boolean_01.3.query.sqlpp
index e7eb630..6a2d6e0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_01/boolean_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_01/boolean_01.3.query.sqlpp
@@ -17,10 +17,67 @@
  * under the License.
  */
 
-use test;
+let
+testFalse = [
+  false,
+  test.boolean('false'),
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  float("NaN"),
+  double(0),
+  double("NaN"),
+  'false'
+],
+testTrue = [
+  true,
+  int8(1),
+  int8(2),
+  int16(1),
+  int16(-1),
+  int32(1),
+  int32(2),
+  int64(1),
+  int64(3),
+  float(1),
+  float("INF"),
+  float("-INF"),
+  double(1),
+  double("INF"),
+  double("-INF"),
+  'true'
+],
+testNull = [
+  null,
+  'TRUE',
+  'FALSE',
+  'abc',
+  date('1970-01-01'),
+  datetime('1970-01-01T00:00:00Z'),
+  time("00:00:00"),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  [null],
+  {},
+  {"a":null}
+],
+testMissing = [
+  missing
+]
 
-{
-    'boolean1':test.boolean('true'),
-    'boolean2':test.boolean('false'),
-    'boolean3':test.boolean(test.boolean('false'))
-};
+select 0 g, i, false expected, boolean(testFalse[i]) actual
+from range(0, len(testFalse)-1) i
+union all
+select 1 g, i, true expected, boolean(testTrue[i]) actual
+from range(0, len(testTrue)-1) i
+union all
+select 2 g, i, null expected, boolean(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 3 g, i, true expected, boolean(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_02/boolean_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_02/boolean_02.1.query.sqlpp
new file mode 100644
index 0000000..18e1859
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/boolean_02/boolean_02.1.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": boolean("FALSE"),
+  "null_1": boolean("TRUE"),
+  "null_2": boolean(date("2020-01-01")),
+  "null_3": boolean([]),
+  "null_4": boolean({})
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.3.query.sqlpp
index 8292dbd..a96ef28 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.3.query.sqlpp
@@ -17,18 +17,49 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  '2010-10-30',
+  '1987-11-19',
+  '-1987-11-19',
+  '0001-12-27',
+  '-1951-12-27',
+  '-2043-11-19',
+  '-19280329',
+  '19280329',
+  '19000228',
+  '20000229',
+  test.date('20000229'),
+  datetime('2010-10-30T01:02:03Z')
+],
+testNull = [
+  null,
+  false,
+  true,
+  '@#!',
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'date1':test.date('2010-10-30'),
-    'date2':test.date('1987-11-19'),
-    'date3':test.date('-1987-11-19'),
-    'date4':test.date('0001-12-27'),
-    'date5':test.date('-1951-12-27'),
-    'date6':test.date('-2043-11-19'),
-    'date7':test.date('-19280329'),
-    'date8':test.date('19280329'),
-    'date9':test.date('19000228'),
-    'date10':test.date('20000229'),
-    'date11':test.date(test.date('20000229'))
-};
+select 0 g, i, date(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, date(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, date(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.4.query.sqlpp
new file mode 100644
index 0000000..be6b9c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_01/date_01.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '10/30/2010',
+  '31-12-2020'
+],
+fmt = [
+  'MM/DD/YYYY',
+  'DD-MM-YYYY'
+]
+
+select i, date(test[i], fmt[i]) actual
+from range(0, len(test)-1) i
+order by i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_02/date_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_02/date_02.1.query.sqlpp
new file mode 100644
index 0000000..6a157f7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/date_02/date_02.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": date("@#!"),
+  "null_1": date(false),
+  "null_2": date(0),
+  "null_3": date(time("01:02:03")),
+  "null_4": date([]),
+  "null_5": date({}),
+  "null_6": date("12/31/2020", "INVALID_FORMAT")
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.3.query.sqlpp
index 7f91427..eb34dbf 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.3.query.sqlpp
@@ -17,22 +17,51 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+    '2010-10-30T10:50:56.999+05:45',
+    '2010-10-30T10:30:56.250-10:00',
+    '1987-11-19T09:20:00.200Z',
+    '1987-11-19T10:50:56Z',
+    '-1987-11-19T10:50:56.099-05:30',
+    '-0001-11-19T10:50:56.719Z',
+    '1951-12-27T12:20:15Z',
+    '2043-11-19T10:50:56.719Z',
+    '-19280329T174937374-0630',
+    '-19280329T174937374+0630',
+    '-19280329T174937374',
+    '-19280329T174937374+0630',
+    '-19280329T17493737+0630',
+    '-19280301T05493737+0630',
+    test.datetime('-19280301T05493737+0630'),
+    date('2020-01-02'),
+    time('01:02:03.456')
+],
+testNull = [
+  null,
+  false,
+  true,
+  '@#!',
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D')
+],
+testMissing = [
+  missing
+]
 
-{
-    'datetime1':test.datetime('2010-10-30T10:50:56.999+05:45'),
-    'datetime2':test.datetime('2010-10-30T10:30:56.250-10:00'),
-    'datetime3':test.datetime('1987-11-19T09:20:00.200Z'),
-    'datetime4':test.datetime('1987-11-19T10:50:56Z'),
-    'datetime5':test.datetime('-1987-11-19T10:50:56.099-05:30'),
-    'datetime6':test.datetime('-0001-11-19T10:50:56.719Z'),
-    'datetime7':test.datetime('1951-12-27T12:20:15Z'),
-    'datetime8':test.datetime('2043-11-19T10:50:56.719Z'),
-    'datetime9':test.datetime('-19280329T174937374-0630'),
-    'datetime10':test.datetime('-19280329T174937374+0630'),
-    'datetime11':test.datetime('-19280329T174937374'),
-    'datetime12':test.datetime('-19280329T174937374+0630'),
-    'datetime13':test.datetime('-19280329T17493737+0630'),
-    'datetime14':test.datetime('-19280301T05493737+0630'),
-    'datetime15':test.datetime(test.datetime('-19280301T05493737+0630'))
-};
+select 0 g, i, datetime(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, datetime(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, datetime(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.4.query.sqlpp
new file mode 100644
index 0000000..98b3ee6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_01/datetime_01.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '10/30/2010 58-57-10',
+  '31-12-2020 11/58/59'
+],
+fmt = [
+  'MM/DD/YYYY ss-mm-hh',
+  'DD-MM-YYYY hh/mm/ss'
+]
+
+select i, datetime(test[i], fmt[i]) actual
+from range(0, len(test)-1) i
+order by i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_02/datetime_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_02/datetime_02.1.query.sqlpp
new file mode 100644
index 0000000..dec3016
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/datetime_02/datetime_02.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": datetime("@#!"),
+  "null_1": datetime(false),
+  "null_2": datetime(0),
+  "null_3": datetime([]),
+  "null_4": datetime({}),
+  "null_5": datetime("1951-12-27T12:20:15Z", "INVALID_FORMAT")
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_01/double_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_01/double_01.3.query.sqlpp
index a6bdbc5..c7fd21c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_01/double_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_01/double_01.3.query.sqlpp
@@ -17,14 +17,45 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  'NaN',
+  'INF',
+  '-INF',
+  '-80.20d',
+  '-20.56e-30',
+  '-20.56e-300',
+  test.double('-20.56e-300'),
+  int8(8),
+  int16(16),
+  int32(32),
+  int64(64),
+  float(2.5),
+  false,
+  true
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'double1':test.double('NaN'),
-    'double2':test.double('INF'),
-    'double3':test.double('-INF'),
-    'double4':test.double('-80.20d'),
-    'double5':test.double('-20.56e-30'),
-    'double6':test.double('-20.56e-300'),
-    'double7':test.double(test.double('-20.56e-300'))
-};
+select 0 g, i, double(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, double(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, double(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_02/double_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_02/double_02.1.query.sqlpp
new file mode 100644
index 0000000..5a68610
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/double_02/double_02.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": double("@#!"),
+  "null_1": double(datetime('1987-11-19T10:50:56Z')),
+  "null_2": double(date('2020-01-02')),
+  "null_3": double(time("01:02:03")),
+  "null_4": double([]),
+  "null_5": double({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.3.query.sqlpp
index d0520df..db2913c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.3.query.sqlpp
@@ -22,20 +22,52 @@
  * Date         : 7 May 2013
  */
 
-use test;
+let
+test = [
+    'P30Y10M25DT13H12M50S',
+    'P25DT13H12M50S',
+    'PT13H12M50S',
+    'P30YT12MS',
+    'PT13H',
+    '-P30Y10M25DT13H12M50S',
+    '-P25DT13H12M50S',
+    '-PT13H50S',
+    'P120D',
+    '-P28M',
+    'PT29M90.937S',
+    'P300Y15M60DT300H98M482.435S',
+    test.duration('P300Y15M60DT300H98M482.435S'),
+    year_month_duration('P30Y10M'),
+    day_time_duration('P25DT13H12M50S')
+],
+testNull = [
+  null,
+  false,
+  true,
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'duration1':test.duration('P30Y10M25DT13H12M50S'),
-    'duration2':test.duration('P25DT13H12M50S'),
-    'duration3':test.duration('PT13H12M50S'),
-    'duration4':test.duration('P30YT12MS'),
-    'duration5':test.duration('PT13H'),
-    'duration6':test.duration('-P30Y10M25DT13H12M50S'),
-    'duration7':test.duration('-P25DT13H12M50S'),
-    'duration8':test.duration('-PT13H50S'),
-    'duration9':test.duration('P120D'),
-    'duration10':test.duration('-P28M'),
-    'duration11':test.duration('PT29M90.937S'),
-    'duration12':test.duration('P300Y15M60DT300H98M482.435S'),
-    'duration13':test.duration(test.duration('P300Y15M60DT300H98M482.435S'))
-};
+select 0 g, i, duration(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, duration(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, duration(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.4.query.sqlpp
new file mode 100644
index 0000000..1f34234
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.4.query.sqlpp
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : test year_month_duration constructors
+ * Expected Res : Success
+ * Date         : 7 May 2013
+ * issue        : 363
+ */
+
+let
+test = [
+  'P30Y10M',
+  'P30Y',
+  '-P30Y10M',
+  '-P28M',
+  'P300Y15M',
+  test.year_month_duration('P300Y15M'),
+  duration('P300Y16M60DT300H98M482.435S')
+],
+testNull = [
+  null,
+  false,
+  true,
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  day_time_duration('P25DT13H12M50S'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, year_month_duration(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, year_month_duration(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, year_month_duration(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.5.query.sqlpp
new file mode 100644
index 0000000..4c081db
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_01/duration_01.5.query.sqlpp
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : test day_time_duration constructors
+ * Expected Res : Success
+ * Date         : 7 May 2013
+ * issue        : 363
+ */
+
+let
+test = [
+  'P25DT13H12M50S',
+  'PT13H12M50S',
+  'PT13H',
+  '-P25DT13H12M50S',
+  '-PT13H50S',
+  'P120D',
+  'PT29M90.937S',
+  test.day_time_duration('PT14H'),
+  duration('P1Y2M3DT4H5M6S')
+],
+testNull = [
+  null,
+  false,
+  true,
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  year_month_duration('P1Y'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, day_time_duration(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, day_time_duration(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, day_time_duration(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.ddl.sqlpp
deleted file mode 100644
index 2b48d01..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.ddl.sqlpp
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
- * Description  : test sub type duration (year_month_duration and day_time_duration) constructors
- * Expected Res : Success
- * Date         : 7 May 2013
- * issue        : 363
- */
-
-drop  dataverse test if exists;
-create  dataverse test;
-
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.query.sqlpp
new file mode 100644
index 0000000..548d6d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": duration("@#!"),
+  "null_1": duration(0),
+  "null_2": duration(datetime('1987-11-19T10:50:56Z')),
+  "null_3": duration(date('2020-01-02')),
+  "null_4": duration(time("01:02:03")),
+  "null_5": duration([]),
+  "null_6": duration({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.query.sqlpp
new file mode 100644
index 0000000..6b268a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": year_month_duration("@#!"),
+  "null_1": year_month_duration(0),
+  "null_2": year_month_duration(datetime('1987-11-19T10:50:56Z')),
+  "null_3": year_month_duration(date('2020-01-02')),
+  "null_4": year_month_duration(time("01:02:03")),
+  "null_5": year_month_duration([]),
+  "null_6": year_month_duration({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.update.sqlpp
deleted file mode 100644
index dbf9050..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.2.update.sqlpp
+++ /dev/null
@@ -1,25 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
- * Description  : test sub type duration (year_month_duration and day_time_duration) constructors
- * Expected Res : Success
- * Date         : 7 May 2013
- * issue        : 363
- */
-
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.3.query.sqlpp
index e722070..dd82a21 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/duration_02/duration_02.3.query.sqlpp
@@ -16,27 +16,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-/*
- * Description  : test sub type duration (year_month_duration and day_time_duration) constructors
- * Expected Res : Success
- * Date         : 7 May 2013
- * issue        : 363
- */
 
-use test;
+// requesttype=application/json
+// param max-warnings:json=100
 
 {
-    'duration1':test.`year_month_duration`('P30Y10M'),
-    'duration2':test.`day_time_duration`('P25DT13H12M50S'),
-    'duration3':test.`day_time_duration`('PT13H12M50S'),
-    'duration4':test.`year_month_duration`('P30Y'),
-    'duration5':test.`day_time_duration`('PT13H'),
-    'duration6':test.`year_month_duration`('-P30Y10M'),
-    'duration7':test.`day_time_duration`('-P25DT13H12M50S'),
-    'duration8':test.`day_time_duration`('-PT13H50S'),
-    'duration9':test.`day_time_duration`('P120D'),
-    'duration10':test.`year_month_duration`('-P28M'),
-    'duration11':test.`day_time_duration`('PT29M90.937S'),
-    'duration12':test.`year_month_duration`('P300Y15M'),
-    'duration13':test.`year_month_duration`(test.`year_month_duration`('P300Y15M'))
-};
+  "null_0": day_time_duration("@#!"),
+  "null_1": day_time_duration(0),
+  "null_2": day_time_duration(datetime('1987-11-19T10:50:56Z')),
+  "null_3": day_time_duration(date('2020-01-02')),
+  "null_4": day_time_duration(time("01:02:03")),
+  "null_5": day_time_duration([]),
+  "null_6": day_time_duration({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_01/float_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_01/float_01.3.query.sqlpp
index 2186a4c..bea0f0e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_01/float_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_01/float_01.3.query.sqlpp
@@ -17,13 +17,44 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  'NaN',
+  'INF',
+  '-INF',
+  '-80.20',
+  '-20.56e-30',
+  test.float('-20.56e-30'),
+  int8(8),
+  int16(16),
+  int32(32),
+  int64(64),
+  double(2.5),
+  false,
+  true
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'float1':test.float('NaN'),
-    'float2':test.float('INF'),
-    'float3':test.float('-INF'),
-    'float4':test.float('-80.20'),
-    'float5':test.float('-20.56e-30'),
-    'float6':test.float(test.float('-20.56e-30'))
-};
+select 0 g, i, float(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, float(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, float(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_02/float_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_02/float_02.1.query.sqlpp
new file mode 100644
index 0000000..d0a6ebe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/float_02/float_02.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": float("@#!"),
+  "null_1": float(datetime('1987-11-19T10:50:56Z')),
+  "null_2": float(date('2020-01-02')),
+  "null_3": float(time("01:02:03")),
+  "null_4": float([]),
+  "null_5": float({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.3.query.sqlpp
index 32d9c17..4ac431a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.3.query.sqlpp
@@ -17,23 +17,58 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  '+80i8',
+  '-80',
+  test.tinyint('+80i8'),
+  int16(16),
+  int32(32),
+  int64(64),
+  float(1.25),
+  double(2.25),
+  false,
+  true,
+  '80.25',
+  '80.5',
+  '80.75',
+  '-80.25',
+  '-80.5',
+  '-80.75',
+  '8.125e1',
+  '-812.5e-1',
+  /* out of range */
+  int16(999),
+  int32(999),
+  int64(999),
+  float(999),
+  double(999),
+  'INF',
+  '-INF',
+  'NaN'
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'int8':test.tinyint('+80i8'),
-    'int16':test.smallint('160'),
-    'int32':test.integer('+320i32'),
-    'int64':test.bigint('640'),
-
-    'int8_2':test.tinyint('-80'),
-    'int16_2':test.smallint('-160i16'),
-    'int32_2':test.integer('-320'),
-    'int64_2':test.bigint('-640i64'),
-
-    'int64_min':test.bigint('-9223372036854775808'),
-
-    'int8_3':test.tinyint(test.tinyint('+80i8')),
-    'int16_3':test.smallint(test.smallint('160')),
-    'int32_3':test.integer(test.integer('+320i32')),
-    'int64_3':test.bigint(test.bigint('640'))
-};
+select 0 g, i, tinyint(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, tinyint(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, tinyint(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.4.query.sqlpp
new file mode 100644
index 0000000..5c4363a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.4.query.sqlpp
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '160',
+  '-160i16',
+  test.smallint('160'),
+  int8(8),
+  int32(32),
+  int64(64),
+  float(1.25),
+  double(2.25),
+  false,
+  true,
+  '160.25',
+  '160.5',
+  '160.75',
+  '-160.25',
+  '-160.5',
+  '-160.75',
+  '16.125e1',
+  '-1612.5e-1',
+  /* out of range */
+  int32(99999),
+  int64(99999),
+  float(99999),
+  double(99999),
+  'INF',
+  '-INF',
+  'NaN'
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, smallint(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, smallint(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, smallint(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.5.query.sqlpp
new file mode 100644
index 0000000..d0b9f33
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.5.query.sqlpp
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '+320i32',
+  '-320',
+  test.integer('+320i32'),
+  int8(8),
+  int16(16),
+  int64(64),
+  float(1.25),
+  double(2.25),
+  false,
+  true,
+  '320.25',
+  '320.5',
+  '320.75',
+  '-320.25',
+  '-320.5',
+  '-320.75',
+  '32.125e1',
+  '-3212.5e-1',
+  /* out of range */
+  int64(9999999999),
+  float(9999999999),
+  double(9999999999),
+  'INF',
+  '-INF',
+  'NaN'
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, integer(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, integer(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, integer(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.6.query.sqlpp
new file mode 100644
index 0000000..af0919f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_01/int_01.6.query.sqlpp
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '640',
+  '-640i64',
+  '-9223372036854775808',
+  test.bigint('640'),
+  int8(8),
+  int16(16),
+  int32(32),
+  float(1.25),
+  double(2.25),
+  false,
+  true,
+  '640.25',
+  '640.5',
+  '640.75',
+  '-640.25',
+  '-640.5',
+  '-640.75',
+  '64.125e1',
+  '-6412.5e-1',
+  /* out of range */
+  float('1e100'),
+  double('1e100'),
+  'INF',
+  '-INF',
+  'NaN'
+],
+testNull = [
+  null,
+  '@#!',
+  datetime('1987-11-19T10:50:56Z'),
+  date('2020-01-02'),
+  time('01:02:03'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
+
+select 0 g, i, bigint(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, bigint(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, bigint(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.1.query.sqlpp
new file mode 100644
index 0000000..83919c5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": tinyint("@#!"),
+  "null_1": tinyint(datetime('1987-11-19T10:50:56Z')),
+  "null_2": tinyint(date('2020-01-02')),
+  "null_3": tinyint(time("01:02:03")),
+  "null_4": tinyint([]),
+  "null_5": tinyint({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.2.query.sqlpp
new file mode 100644
index 0000000..7d39f17
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": smallint("@#!"),
+  "null_1": smallint(datetime('1987-11-19T10:50:56Z')),
+  "null_2": smallint(date('2020-01-02')),
+  "null_3": smallint(time("01:02:03")),
+  "null_4": smallint([]),
+  "null_5": smallint({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.3.query.sqlpp
new file mode 100644
index 0000000..c4e2b6b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": integer("@#!"),
+  "null_1": integer(datetime('1987-11-19T10:50:56Z')),
+  "null_2": integer(date('2020-01-02')),
+  "null_3": integer(time("01:02:03")),
+  "null_4": integer([]),
+  "null_5": integer({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.4.query.sqlpp
new file mode 100644
index 0000000..2900811
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/int_02/int_02.4.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": bigint("@#!"),
+  "null_1": bigint(datetime('1987-11-19T10:50:56Z')),
+  "null_2": bigint(date('2020-01-02')),
+  "null_3": bigint(time("01:02:03")),
+  "null_4": bigint([]),
+  "null_5": bigint({})
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_01/string_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_01/string_01.3.query.sqlpp
index 81fbd1f..6181751 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_01/string_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_01/string_01.3.query.sqlpp
@@ -17,15 +17,42 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  'true',
+  'false"',
+  int8('8'),
+  int16('16'),
+  int32('32'),
+  int64('64'),
+  float('1.25'),
+  double('2.5'),
+  true,
+  false,
+  datetime('2020-01-02T03:04:05Z'),
+  date('2021-01-02'),
+  time('01:02:03'),
+  duration('P30Y10M25DT13H12M50S'),
+  year_month_duration('P2Y'),
+  day_time_duration('P4S'),
+  uuid('02a199ca-bf58-412e-bd9f-60a0c975a8ac'),
+  base64('0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/')
+],
+testNull = [
+  null,
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'string1':test.string('true'),
-    'string2':test.string('false"'),
-    'string3':test.string(test.int8('8')),
-    'string4':test.string(test.int16('16')),
-    'string5':test.string(test.int32('32')),
-    'string6':test.string(test.int64('64')),
-    'string7':test.string(test.float('1.25')),
-    'string8':test.string(test.double('2.5'))
-};
+select 0 g, i, string(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, string(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, string(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_02/string_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_02/string_02.1.query.sqlpp
new file mode 100644
index 0000000..006fa13
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/string_02/string_02.1.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": string([]),
+  "null_1": string({})
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.3.query.sqlpp
index 1395d7d..24d2aad 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.3.query.sqlpp
@@ -17,19 +17,50 @@
  * under the License.
  */
 
-use test;
+let
+test = [
+  '10:50:56.200+05:00',
+  '10:50:56.200-10:15',
+  '10:50:56',
+  '10:50:56.200Z',
+  '23:59:59.999-13:30',
+  '00:00:00.000+14:45',
+  '12:59:00.019-01:00',
+  '12:59:00.01-01:00',
+  '12:59:00.019-01:00',
+  '12590001-0100',
+  '125900019+0100',
+  test.time('125900019+0100'),
+  datetime('2010-10-30T01:02:03Z')
+],
+testNull = [
+  null,
+  false,
+  true,
+  '@#!',
+  int8(0),
+  int16(0),
+  int32(0),
+  int64(0),
+  float(0),
+  double(0),
+  date('2020-01-02'),
+  duration('PT0H'),
+  year_month_duration('P0Y0M'),
+  day_time_duration('P0D'),
+  [],
+  {}
+],
+testMissing = [
+  missing
+]
 
-{
-    'time1':test.time('10:50:56.200+05:00'),
-    'time2':test.time('10:50:56.200-10:15'),
-    'time3':test.time('10:50:56'),
-    'time4':test.time('10:50:56.200Z'),
-    'time5':test.time('23:59:59.999-13:30'),
-    'time6':test.time('00:00:00.000+14:45'),
-    'time7':test.time('12:59:00.019-01:00'),
-    'time8':test.time('12:59:00.01-01:00'),
-    'time9':test.time('12:59:00.019-01:00'),
-    'time10':test.time('12590001-0100'),
-    'time11':test.time('125900019+0100'),
-    'time12':test.time(test.time('125900019+0100'))
-};
+select 0 g, i, time(test[i]) actual
+from range(0, len(test)-1) i
+union all
+select 1 g, i, null expected, time(testNull[i]) actual
+from range(0, len(testNull)-1) i
+union all
+select 2 g, i, true expected, time(testMissing[i]) is missing actual
+from range(0, len(testMissing)-1) i
+order by g, i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.4.query.sqlpp
new file mode 100644
index 0000000..37eba54
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_01/time_01.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+let
+test = [
+  '11/58/59',
+  '58-57-10'
+],
+fmt = [
+  'hh/mm/ss',
+  'ss-mm-hh'
+]
+
+select i, time(test[i], fmt[i]) actual
+from range(0, len(test)-1) i
+order by i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_02/time_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_02/time_02.1.query.sqlpp
new file mode 100644
index 0000000..b97ec3e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/time_02/time_02.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": time("@#!"),
+  "null_1": time(false),
+  "null_2": time(0),
+  "null_3": time(date("2020-01-02")),
+  "null_4": time([]),
+  "null_5": time({}),
+  "null_6": time("11:58:59", "INVALID_FORMAT")
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_01/uuid_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_01/uuid_01.3.query.sqlpp
index 53d24c5..8bb6cda 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_01/uuid_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_01/uuid_01.3.query.sqlpp
@@ -17,8 +17,6 @@
  * under the License.
  */
 
-use test;
-
 {
     'uuid1':test.uuid('02a199ca-bf58-412e-bd9f-60a0c975a8ac'),
     'uuid2':test.uuid('8cea25ab-55f8-467e-929d-94888f754832'),
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_02/uuid_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_02/uuid_02.1.query.sqlpp
index a11fd8b..944830f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_02/uuid_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_02/uuid_02.1.query.sqlpp
@@ -17,4 +17,11 @@
  * under the License.
  */
 
-uuid('02a199ca-bf58-412e-bd9f-60a0c975a8a-'); // Invalid format
+// requesttype=application/json
+// param max-warnings:json=100
+
+{
+  "null_0": uuid('02a199ca-bf58-412e-bd9f-60a0c975a8a-'), // Invalid format -> NULL
+  "null_1": uuid('12345') // Invalid length -> NULL
+};
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_03/uuid_03.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_03/uuid_03.1.query.sqlpp
deleted file mode 100644
index a9fb88e..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/constructor/uuid/uuid_03/uuid_03.1.query.sqlpp
+++ /dev/null
@@ -1,20 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-uuid('12345'); // Invalid length
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/bad-type-ddl/bad-type-ddl.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/bad-type-ddl/bad-type-ddl.2.ddl.sqlpp
new file mode 100644
index 0000000..effd74b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/bad-type-ddl/bad-type-ddl.2.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description  : Duplicate field name
+ * Expected Res : Error
+ */
+
+drop dataverse experiments if exists;
+create dataverse experiments;
+use experiments;
+
+create type t1 as {
+  c : string,
+  c : string
+};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.1.ddl.sqlpp
index 55f3604..4776ab4 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.1.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.1.ddl.sqlpp
@@ -25,7 +25,7 @@
 
 CREATE FUNCTION listMetadata() {
   SELECT "Dataset" AS en, d.DatasetName, d.DatatypeDataverseName, d.DatatypeName,
-    d.MetatypeDataverseName, d.MetatypeName
+    d.MetatypeDataverseName, d.MetatypeName, d.InternalDetails.PrimaryKey, d.InternalDetails.KeySourceIndicator
   FROM Metadata.`Dataset` d
   WHERE d.DataverseName = "test"
   UNION ALL
@@ -52,11 +52,11 @@
 ) CLOSED TYPE PRIMARY KEY c_custkey;
 
 CREATE DATASET A_Customers_Open(
-  c_custkey integer not unknown,
-  c_name string not unknown,
+  c_custkey integer /* auto NOT UNKNOWN if used in PRIMARY KEY */,
+  c_name string /* auto NOT UNKNOWN if used in PRIMARY KEY */,
   c_phone string,
   c_comment string
-) OPEN TYPE PRIMARY KEY c_custkey;
+) OPEN TYPE PRIMARY KEY c_custkey, c_name;
 
 /* External datasets */
 
@@ -117,16 +117,16 @@
 PRIMARY KEY c_custkey ;
 
 CREATE DATASET C_Customers_Meta_Closed(
-  c_custkey integer not unknown,
+  c_custkey integer /* auto NOT UNKNOWN if used in PRIMARY KEY */,
   c_name string not unknown,
   c_phone string,
   c_comment string
 ) CLOSED TYPE
 WITH META(
-  c_x integer not unknown,
+  c_x integer /* auto NOT UNKNOWN if used in PRIMARY KEY */,
   c_y integer
 ) CLOSED TYPE
-PRIMARY KEY c_custkey;
+PRIMARY KEY c_custkey, META().c_x;
 
 CREATE DATASET C_Customers_Meta_Open(
   c_custkey integer not unknown,
@@ -135,7 +135,7 @@
   c_comment string
 ) OPEN TYPE
 WITH META(
-  c_x integer not unknown,
-  c_y integer
+  c_x integer /* auto NOT UNKNOWN if used in PRIMARY KEY */,
+  c_y integer /* auto NOT UNKNOWN if used in PRIMARY KEY */
 ) OPEN TYPE
-PRIMARY KEY c_custkey;
+PRIMARY KEY META().c_x, META().c_y;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-2/create-dataset-inline-type-2.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-2/create-dataset-inline-type-2.6.ddl.sqlpp
new file mode 100644
index 0000000..1c5f520
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-dataset-inline-type-2/create-dataset-inline-type-2.6.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Create dataset that attempts to declare the same field twice
+   in inline type definition */
+
+USE test;
+
+CREATE DATASET Cust4X(
+  c_custkey integer not unknown,
+  c_name string,
+  c_name string
+) PRIMARY KEY c_custkey;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.1.ddl.sqlpp
new file mode 100644
index 0000000..bcf65d2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.1.ddl.sqlpp
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Create index on a view
+ * Expected Res : Failure
+ */
+
+drop  dataverse test if exists;
+create  dataverse test;
+
+use test;
+
+create type test.LineItemType as
+ closed {
+  l_orderkey : bigint,
+  l_partkey : bigint,
+  l_suppkey : bigint,
+  l_linenumber : bigint,
+  l_quantity : double,
+  l_extendedprice : double,
+  l_discount : double,
+  l_tax : double,
+  l_returnflag : string,
+  l_linestatus : string,
+  l_shipdate : string,
+  l_commitdate : string,
+  l_receiptdate : string,
+  l_shipinstruct : string,
+  l_shipmode : string,
+  l_comment : string
+};
+
+create dataset LineItem(LineItemType) primary key l_orderkey;
+
+create view LineItemView1 as LineItem;
+
+--- Failure: cannot create index on a view
+
+create index idx1 on LineItemView1(l_partkey : bigint);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.2.ddl.sqlpp
new file mode 100644
index 0000000..e86ce88
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/create-index/create-index-6/create-index-6.2.ddl.sqlpp
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Create index on a typed view
+ * Expected Res : Failure
+ */
+
+drop  dataverse test if exists;
+create  dataverse test;
+
+use test;
+
+create type test.LineItemType as
+ open {
+  l_orderkey : bigint
+};
+
+create type test.LineItemType2 as
+ closed {
+  l_orderkey : bigint?,
+  l_partkey : bigint?,
+  l_suppkey : bigint?,
+  l_linenumber : bigint?,
+  l_quantity : double?,
+  l_extendedprice : double?,
+  l_discount : double?,
+  l_tax : double?,
+  l_returnflag : string?,
+  l_linestatus : string?,
+  l_shipdate : string?,
+  l_commitdate : string?,
+  l_receiptdate : string?,
+  l_shipinstruct : string?,
+  l_shipmode : string?,
+  l_comment : string?
+};
+
+create dataset LineItem(LineItemType) primary key l_orderkey;
+
+create view LineItemView2(LineItemType2) default null as LineItem;
+
+--- Failure: cannot create index on a typed view
+
+create index idx1 on LineItemView2(l_partkey);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.004.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.004.query.sqlpp
index 5834c9c..14f2ebd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.004.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.004.query.sqlpp
@@ -21,4 +21,5 @@
 
 SET `import-private-functions` `true`;
 FROM DUMP_INDEX("test", "ds1", "idx1") AS v
-SELECT VALUE v;
\ No newline at end of file
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.005.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.005.query.sqlpp
index 0518ef0..9b674de 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.005.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-bad-fields/index-bad-fields.005.query.sqlpp
@@ -21,4 +21,5 @@
 
 SET `import-private-functions` `true`;
 FROM DUMP_INDEX("test", "ds2", "idx2") AS v
-SELECT VALUE v;
\ No newline at end of file
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.000.ddl.sqlpp
new file mode 100644
index 0000000..a26a005
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.000.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE DATASET ds1(id int not unknown, typed_f1 string, typed_f2 int) OPEN TYPE PRIMARY KEY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.001.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.001.ddl.sqlpp
new file mode 100644
index 0000000..ac134c4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.001.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+// can only use CAST (DEFAULT NULL) with BTREE
+CREATE INDEX idx ON ds1(UNNEST a : string) CAST (DEFAULT NULL);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.002.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.002.ddl.sqlpp
new file mode 100644
index 0000000..afdd07b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.002.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+// cannot use ENFORCED and CAST (DEFAULT NULL)
+CREATE INDEX idx ON ds1(f: int?) ENFORCED CAST (DEFAULT NULL);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.003.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.003.ddl.sqlpp
new file mode 100644
index 0000000..ce5bf39
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.003.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+// the target type of the CAST is not specified
+CREATE INDEX idx ON ds1(typed_f1) CAST (DEFAULT NULL);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.004.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.004.ddl.sqlpp
new file mode 100644
index 0000000..dc14260
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.004.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+// cannot override the type of a closed field without using CAST
+CREATE INDEX idx ON ds1(typed_f2: int);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.005.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.005.ddl.sqlpp
new file mode 100644
index 0000000..bbabd10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null-negative/index-cast-null-negative.005.ddl.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+// invalid datetime property name
+CREATE INDEX idx_dt ON ds1(f_dt: datetime) CAST (DEFAULT NULL invalid_date 'MM/DD/YYYY');
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.000.ddl.sqlpp
new file mode 100644
index 0000000..5de3a72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.000.ddl.sqlpp
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : test that CAST (DEFAULT NULL) casts to the target type such that NULL is produced for invalid input
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+CREATE TYPE t1 AS { id: int, s_f: string, d_f: double, i_f: int, b_f: boolean };
+CREATE TYPE t2 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+CREATE DATASET ds1(t1) PRIMARY KEY id %with%;
+CREATE DATASET ds2(t1) PRIMARY KEY id %with%;
+CREATE DATASET ds3(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds5(t2) PRIMARY KEY id %with%;
+
+CREATE INDEX ds2_o_idx1 ON ds2(o_s_f: int, o_i_f: string) INCLUDE UNKNOWN KEY CAST (DEFAULT NULL);
+CREATE INDEX ds2_o_idx2 ON ds2(o_s_f: double, o_d_f: string) CAST (DEFAULT NULL);
+
+CREATE INDEX ds2_o_idx4 ON ds2(a.s_f: int) CAST (DEFAULT NULL);
+
+CREATE INDEX ds2_o_idx5 ON ds2(a.any_f: int) CAST (DEFAULT NULL);
+CREATE INDEX ds2_o_idx6 ON ds2(a.any_f: string) CAST (DEFAULT NULL);
+CREATE INDEX ds2_o_idx7 ON ds2(a.any_f: double) CAST (DEFAULT NULL);
+
+// temporal
+CREATE INDEX ds3_o_idx_f_dt ON ds3(f_dt: datetime) CAST (DEFAULT NULL);
+CREATE INDEX ds3_o_idx_f_d ON ds3(f_d: date) CAST (DEFAULT NULL);
+CREATE INDEX ds3_o_idx_f_t ON ds3(f_t: time) CAST (DEFAULT NULL);
+
+// temporal with format
+CREATE INDEX ds3_o_idx_f_dt_fmt ON ds3(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna');
+CREATE INDEX ds3_o_idx_f_d_fmt ON ds3(f_d_fmt: date) CAST (DEFAULT NULL date 'MM/DD/YYYY');
+CREATE INDEX ds3_o_idx_f_t_fmt ON ds3(f_t_fmt: time) CAST (DEFAULT NULL time 'hh:mm:ss.nnna');
+
+CREATE INDEX ds3_o_idx_invalid_fmt ON ds3(f_d_fmt: date) CAST (DEFAULT NULL date 'invalid_format');
+
+// on closed fields
+CREATE INDEX idx1 ON ds5(s_f1);
+CREATE INDEX idx2 ON ds5(s_f1: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds5(s_f1: int) CAST (DEFAULT NULL);
+
+CREATE INDEX idx4 ON ds5(s_f2);
+CREATE INDEX idx5 ON ds5(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx6 ON ds5(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE INDEX idx7 ON ds5(i_f: int) CAST (DEFAULT NULL);
+CREATE INDEX idx8 ON ds5(i_f: string) CAST (DEFAULT NULL);
+
+CREATE INDEX idx_exc1 ON ds5(s_f2: int) EXCLUDE UNKNOWN KEY CAST (DEFAULT NULL);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.001.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.001.update.sqlpp
new file mode 100644
index 0000000..fac0b31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.001.update.sqlpp
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+INSERT INTO ds1 [
+{"id": 1, "s_f": "s",     "d_f": 1.5, "i_f": 1, "b_f": true,  "o_s_f": "s",     "o_d_f": 1.5, "o_i_f": 1, "o_b_f": true,  "a": {"s_f": "s",     "any_f": 1}},
+{"id": 2, "s_f": "2",     "d_f": 2.5, "i_f": 2, "b_f": false, "o_s_f": "2",     "o_d_f": 2.5, "o_i_f": 2, "o_b_f": false, "a": {"s_f": "2",     "any_f": 1.5}},
+{"id": 3, "s_f": "3.5",   "d_f": 3.5, "i_f": 3, "b_f": true,  "o_s_f": "3.5",   "o_d_f": 3.5, "o_i_f": 3, "o_b_f": true,  "a": {"s_f": "3.5",   "any_f": "1"}},
+{"id": 4, "s_f": "true",  "d_f": 4.5, "i_f": 4, "b_f": false, "o_s_f": "true",  "o_d_f": 4.5, "o_i_f": 4, "o_b_f": false, "a": {"s_f": "true",  "any_f": "1.5"}},
+{"id": 5, "s_f": "false", "d_f": 5.5, "i_f": 5, "b_f": false, "o_s_f": "false", "o_d_f": 5.5, "o_i_f": 5, "o_b_f": false, "a": {"s_f": "false", "any_f": "str"}},
+{"id": 6, "s_f": "6",     "d_f": 6.5, "i_f": 6, "b_f": false, "o_s_f": "6",     "o_d_f": 6.5, "o_i_f": 6, "o_b_f": false, "a": {"s_f": "6",     "any_f": true}},
+{"id": 7, "s_f": "7.5",   "d_f": 7.5, "i_f": 7, "b_f": false, "o_s_f": "7.5",   "o_d_f": 7.5, "o_i_f": 7, "o_b_f": false, "a": {"s_f": "7.5",   "any_f": false}},
+{"id": 8, "s_f": "false", "d_f": 8.5, "i_f": 8, "b_f": false, "o_s_f": "false", "o_d_f": 8.5, "o_i_f": 8, "o_b_f": false, "a": {"s_f": "false", "any_f": [1,2]}},
+{"id": 9, "s_f": "false", "d_f": 9.5, "i_f": 9, "b_f": false}
+];
+
+INSERT INTO ds2 [
+{"id": 1, "s_f": "s",     "d_f": 1.5, "i_f": 1, "b_f": true,  "o_s_f": "s",     "o_d_f": 1.5, "o_i_f": 1, "o_b_f": true,  "a": {"s_f": "s",     "any_f": 1}},
+{"id": 2, "s_f": "2",     "d_f": 2.5, "i_f": 2, "b_f": false, "o_s_f": "2",     "o_d_f": 2.5, "o_i_f": 2, "o_b_f": false, "a": {"s_f": "2",     "any_f": 1.5}},
+{"id": 3, "s_f": "3.5",   "d_f": 3.5, "i_f": 3, "b_f": true,  "o_s_f": "3.5",   "o_d_f": 3.5, "o_i_f": 3, "o_b_f": true,  "a": {"s_f": "3.5",   "any_f": "1"}},
+{"id": 4, "s_f": "true",  "d_f": 4.5, "i_f": 4, "b_f": false, "o_s_f": "true",  "o_d_f": 4.5, "o_i_f": 4, "o_b_f": false, "a": {"s_f": "true",  "any_f": "1.5"}},
+{"id": 5, "s_f": "false", "d_f": 5.5, "i_f": 5, "b_f": false, "o_s_f": "false", "o_d_f": 5.5, "o_i_f": 5, "o_b_f": false, "a": {"s_f": "false", "any_f": "str"}},
+{"id": 6, "s_f": "6",     "d_f": 6.5, "i_f": 6, "b_f": false, "o_s_f": "6",     "o_d_f": 6.5, "o_i_f": 6, "o_b_f": false, "a": {"s_f": "6",     "any_f": true}},
+{"id": 7, "s_f": "7.5",   "d_f": 7.5, "i_f": 7, "b_f": false, "o_s_f": "7.5",   "o_d_f": 7.5, "o_i_f": 7, "o_b_f": false, "a": {"s_f": "7.5",   "any_f": false}},
+{"id": 8, "s_f": "false", "d_f": 8.5, "i_f": 8, "b_f": false, "o_s_f": "false", "o_d_f": 8.5, "o_i_f": 8, "o_b_f": false, "a": {"s_f": "false", "any_f": [1,2]}},
+{"id": 9, "s_f": "false", "d_f": 9.5, "i_f": 9, "b_f": false}
+];
+
+INSERT INTO ds3 [
+{"id": 1, 'f_dt':'2020-02-20T01:40:41.001', 'f_d':'2020-02-20', 'f_t':'01:40:41.001', 'f_dt_fmt':'02/20/2020 01:40:41.001am', 'f_d_fmt':'02/20/2020', 'f_t_fmt':'01:40:41.001am'},
+{"id": 2, 'f_dt':'2021-11-25T22:12:51.999', 'f_d':'2021-11-25', 'f_t':'22:12:51.999', 'f_dt_fmt':'11/25/2021 10:12:51.999pm', 'f_d_fmt':'11/25/2021', 'f_t_fmt':'10:12:51.999pm'},
+/* Invalid value */
+{"id": 3, 'f_dt':'a', 'f_d':'b', 'f_t':'c', 'f_dt_fmt':'a', 'c_date':'b', 'f_t_fmt':'c'},
+{"id": 4, 'f_dt':'2019-01-20T14:40:41.001', 'f_d':'2019-01-20', 'f_t':'14:40:41.001', 'f_dt_fmt':'01/20/2019 02:40:41.001pm', 'f_d_fmt':'01/20/2019', 'f_t_fmt':'02:40:41.001pm'},
+{"id": 5, 'f_dt':null, 'f_d':null, 'f_t':null, 'f_dt_fmt':null, 'f_d_fmt':null, 'f_t_fmt':null},
+{"id": 6}
+];
+
+INSERT INTO ds4 [
+{"id": 1, 'f_dt':'2020-02-20T01:40:41.001', 'f_d':'2020-02-20', 'f_t':'01:40:41.001', 'f_dt_fmt':'02/20/2020 01:40:41.001am', 'f_d_fmt':'02/20/2020', 'f_t_fmt':'01:40:41.001am'},
+{"id": 2, 'f_dt':'2021-11-25T22:12:51.999', 'f_d':'2021-11-25', 'f_t':'22:12:51.999', 'f_dt_fmt':'11/25/2021 10:12:51.999pm', 'f_d_fmt':'11/25/2021', 'f_t_fmt':'10:12:51.999pm'},
+/* Invalid value */
+{"id": 3, 'f_dt':'a', 'f_d':'b', 'f_t':'c', 'f_dt_fmt':'a', 'c_date':'b', 'f_t_fmt':'c'},
+{"id": 4, 'f_dt':'2019-01-20T14:40:41.001', 'f_d':'2019-01-20', 'f_t':'14:40:41.001', 'f_dt_fmt':'01/20/2019 02:40:41.001pm', 'f_d_fmt':'01/20/2019', 'f_t_fmt':'02:40:41.001pm'},
+{"id": 5, 'f_dt':null, 'f_d':null, 'f_t':null, 'f_dt_fmt':null, 'f_d_fmt':null, 'f_t_fmt':null},
+{"id": 6}
+];
+
+INSERT INTO ds5 [
+{"id": 1, "s_f1": "s",   "s_f2": "s",   "i_f": 1 },
+{"id": 2, "s_f1": "2",   "s_f2": "2",   "i_f": 2 },
+{"id": 3, "s_f1": "3.5", "s_f2": "3.5", "i_f": 3 },
+{"id": 4, "s_f1": "4",   "s_f2": "4",   "i_f": 4 },
+{"id": 5, "s_f1": "5",   "s_f2": null,   "i_f": null },
+{"id": 6, "s_f1": "" }
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.002.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.002.ddl.sqlpp
new file mode 100644
index 0000000..8ddbebc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.002.ddl.sqlpp
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : tests the bulk load path of CREATE INDEX
+ */
+
+USE test;
+
+CREATE INDEX ds1_o_idx1 ON ds1(o_s_f: int, o_i_f: string) INCLUDE UNKNOWN KEY CAST(DEFAULT NULL);
+CREATE INDEX ds1_o_idx2 ON ds1(o_s_f: double, o_d_f: string) CAST(DEFAULT NULL);
+
+CREATE INDEX ds1_o_idx4 ON ds1(a.s_f: int) CAST(DEFAULT NULL);
+
+CREATE INDEX ds1_o_idx5 ON ds1(a.any_f: int) CAST(DEFAULT NULL);
+CREATE INDEX ds1_o_idx6 ON ds1(a.any_f: string) CAST(DEFAULT NULL);
+CREATE INDEX ds1_o_idx7 ON ds1(a.any_f: double) CAST(DEFAULT NULL);
+
+// temporal
+CREATE INDEX ds4_o_idx_f_dt ON ds4(f_dt: datetime) CAST (DEFAULT NULL);
+CREATE INDEX ds4_o_idx_f_d ON ds4(f_d: date) CAST (DEFAULT NULL);
+CREATE INDEX ds4_o_idx_f_t ON ds4(f_t: time) CAST (DEFAULT NULL);
+
+// temporal with format
+CREATE INDEX ds4_o_idx_f_dt_fmt ON ds4(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna');
+CREATE INDEX ds4_o_idx_f_d_fmt ON ds4(f_d_fmt: date) CAST (DEFAULT NULL date 'MM/DD/YYYY');
+CREATE INDEX ds4_o_idx_f_t_fmt ON ds4(f_t_fmt: time) CAST (DEFAULT NULL time 'hh:mm:ss.nnna');
+
+CREATE INDEX ds4_o_idx_invalid_fmt ON ds4(f_d_fmt: date) CAST (DEFAULT NULL date 'invalid_format');
+
+// on closed fields
+CREATE INDEX idx9 ON ds5(s_f1);
+CREATE INDEX idx10 ON ds5(s_f1: string) CAST (DEFAULT NULL);
+CREATE INDEX idx11 ON ds5(s_f1: int) CAST (DEFAULT NULL);
+
+CREATE INDEX idx12 ON ds5(s_f2);
+CREATE INDEX idx13 ON ds5(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx14 ON ds5(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE INDEX idx15 ON ds5(i_f: int) CAST (DEFAULT NULL);
+CREATE INDEX idx16 ON ds5(i_f: string) CAST (DEFAULT NULL);
+
+CREATE INDEX idx_exc2 ON ds5(s_f2: int) EXCLUDE UNKNOWN KEY CAST (DEFAULT NULL);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.003.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.003.query.sqlpp
new file mode 100644
index 0000000..3106b2f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.003.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.004.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.004.query.sqlpp
new file mode 100644
index 0000000..31e5fcd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.004.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.005.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.005.query.sqlpp
new file mode 100644
index 0000000..1dee7d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.005.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx4") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.006.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.006.query.sqlpp
new file mode 100644
index 0000000..6401d91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.006.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx5") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.007.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.007.query.sqlpp
new file mode 100644
index 0000000..12cc91f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.007.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx6") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.008.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.008.query.sqlpp
new file mode 100644
index 0000000..ee605f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.008.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds2", "ds2_o_idx7") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.009.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.009.query.sqlpp
new file mode 100644
index 0000000..7f0ddee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.009.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.010.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.010.query.sqlpp
new file mode 100644
index 0000000..afa0afa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.010.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.011.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.011.query.sqlpp
new file mode 100644
index 0000000..db14e84
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.011.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx4") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.012.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.012.query.sqlpp
new file mode 100644
index 0000000..d7d6246
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.012.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx5") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.013.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.013.query.sqlpp
new file mode 100644
index 0000000..c072a76
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.013.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx6") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.014.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.014.query.sqlpp
new file mode 100644
index 0000000..086720b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.014.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "ds1_o_idx7") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.015.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.015.query.sqlpp
new file mode 100644
index 0000000..e3c5f25
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.015.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// check the index metadata
+USE test;
+
+FROM Metadata.`Index` v WHERE v.DatasetName = 'ds2' AND v.IndexName = 'ds2_o_idx2' SELECT VALUE v;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.016.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.016.query.sqlpp
new file mode 100644
index 0000000..8881cb6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.016.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_d_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.017.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.017.query.sqlpp
new file mode 100644
index 0000000..558f3b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.017.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_t_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.018.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.018.query.sqlpp
new file mode 100644
index 0000000..bf99064
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.018.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_dt_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.019.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.019.query.sqlpp
new file mode 100644
index 0000000..c37d984
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.019.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_d") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.020.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.020.query.sqlpp
new file mode 100644
index 0000000..e901b04
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.020.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_t") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.021.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.021.query.sqlpp
new file mode 100644
index 0000000..151d016
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.021.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_f_dt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.022.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.022.query.sqlpp
new file mode 100644
index 0000000..3fcff2d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.022.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds3", "ds3_o_idx_invalid_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.023.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.023.query.sqlpp
new file mode 100644
index 0000000..2c6339d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.023.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_d_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.024.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.024.query.sqlpp
new file mode 100644
index 0000000..be5e2ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.024.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_t_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.025.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.025.query.sqlpp
new file mode 100644
index 0000000..99551de
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.025.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_dt_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.026.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.026.query.sqlpp
new file mode 100644
index 0000000..7f407ca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.026.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_d") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.027.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.027.query.sqlpp
new file mode 100644
index 0000000..d75187f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.027.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_t") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.028.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.028.query.sqlpp
new file mode 100644
index 0000000..6f2eb21
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.028.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_f_dt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.029.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.029.query.sqlpp
new file mode 100644
index 0000000..e4d5557
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.029.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds4", "ds4_o_idx_invalid_fmt") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.030.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.030.query.sqlpp
new file mode 100644
index 0000000..aeaffe8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.030.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// check the index metadata
+USE test;
+
+FROM Metadata.`Index` v
+WHERE v.DatasetName = 'ds3' AND v.IsPrimary = false
+SELECT v.IndexName, v.`Cast`
+ORDER BY v.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.031.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.031.query.sqlpp
new file mode 100644
index 0000000..437de9c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.031.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// check the index metadata
+USE test;
+
+FROM Metadata.`Index` v
+WHERE v.DatasetName = 'ds4' AND v.IsPrimary = false
+SELECT v.IndexName, v.`Cast`
+ORDER BY v.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.032.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.032.query.sqlpp
new file mode 100644
index 0000000..13b56e6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.032.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.033.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.033.query.sqlpp
new file mode 100644
index 0000000..4e3ea15
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.033.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.034.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.034.query.sqlpp
new file mode 100644
index 0000000..43bd912
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.034.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx3") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.035.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.035.query.sqlpp
new file mode 100644
index 0000000..3129e17
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.035.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx4") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.036.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.036.query.sqlpp
new file mode 100644
index 0000000..7dac7ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.036.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx5") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.037.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.037.query.sqlpp
new file mode 100644
index 0000000..442e4c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.037.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx6") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.038.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.038.query.sqlpp
new file mode 100644
index 0000000..0e16524
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.038.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx7") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.039.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.039.query.sqlpp
new file mode 100644
index 0000000..73bcd31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.039.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx8") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.040.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.040.query.sqlpp
new file mode 100644
index 0000000..b8683cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.040.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx9") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.041.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.041.query.sqlpp
new file mode 100644
index 0000000..a694667
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.041.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx10") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.042.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.042.query.sqlpp
new file mode 100644
index 0000000..ba593c5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.042.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx11") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.043.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.043.query.sqlpp
new file mode 100644
index 0000000..c5931ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.043.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx12") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.044.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.044.query.sqlpp
new file mode 100644
index 0000000..d168fb3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.044.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx13") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.045.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.045.query.sqlpp
new file mode 100644
index 0000000..090b384
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.045.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx14") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.046.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.046.query.sqlpp
new file mode 100644
index 0000000..1d66487
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.046.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx15") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.047.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.047.query.sqlpp
new file mode 100644
index 0000000..b6455d1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.047.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx16") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.048.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.048.query.sqlpp
new file mode 100644
index 0000000..e551576
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.048.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx_exc1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.049.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.049.query.sqlpp
new file mode 100644
index 0000000..6046ab4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.049.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds5", "idx_exc2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.050.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.050.query.sqlpp
new file mode 100644
index 0000000..cc547f8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.050.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+FROM Metadata.`Index` v
+WHERE v.DatasetName = 'ds5' AND v.IsPrimary = false
+SELECT v.IndexName, v.SearchKey, v.SearchKeyType, v.`Cast`
+ORDER BY v.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.999.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.999.ddl.sqlpp
new file mode 100644
index 0000000..86a1b59
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/index-cast-null/index-cast-null.999.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.1.ddl.sqlpp
new file mode 100644
index 0000000..1b1210f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Empty view name -> Error
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create view `` as
+  select r from range(0, 2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.2.ddl.sqlpp
new file mode 100644
index 0000000..a3a0172
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.2.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * View name starts with a space character -> Error
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create view ` a` as
+  select r from range(0, 2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.3.ddl.sqlpp
new file mode 100644
index 0000000..2774fe2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.3.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Invalid dataverse name in CREATE VIEW -> Error
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create view ` invalid`.a as
+  select r from range(0, 2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.4.ddl.sqlpp
new file mode 100644
index 0000000..d38df4c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.4.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Invalid dataverse name in CREATE VIEW -> Error
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create view `a/b`.a as
+  select r from range(0, 2) r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.5.ddl.sqlpp
new file mode 100644
index 0000000..6acc680
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/ddl/invalid-view-name/invalid-view-name.5.ddl.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Invalid dataverse name in DROP VIEW -> Error
+ */
+
+drop dataverse c.d if exists;
+create dataverse c.d;
+
+use c.d;
+
+create view e as
+  select r from range(0, 2) r;
+
+drop view `c/d`.e;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.01.ddl.sqlpp
new file mode 100644
index 0000000..89abc08
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.01.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// test that secondary indexes can include or exclude entries that have unknown keys
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE DATASET ds1(id int not unknown) OPEN TYPE PRIMARY KEY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.02.update.sqlpp
new file mode 100644
index 0000000..0ac8895
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.02.update.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO ds1 ([
+{"id": 1, "int_f": 1   , "str_f": "1"},
+{"id": 2, "int_f": null, "str_f": "2"},
+{"id": 3               , "str_f": "3"},
+{"id": 4, "int_f": 4   , "str_f": null},
+{"id": 5, "int_f": 5                 },
+{"id": 6, "int_f": null              },
+{"id": 7               , "str_f": null},
+{"id": 8, "int_f": null, "str_f": null},
+{"id": 9                               ,"other_f": "other" }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.03.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.03.ddl.sqlpp
new file mode 100644
index 0000000..44546cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.03.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+CREATE INDEX exclude_unknown_idx1 ON ds1(int_f: int) exclude unknown key;
+CREATE INDEX exclude_unknown_idx2 ON ds1(int_f: int, str_f: string) exclude unknown key;
+
+CREATE INDEX include_unknown_idx1 ON ds1(int_f: int) include unknown key;
+CREATE INDEX include_unknown_idx2 ON ds1(int_f: int, str_f: string) include unknown key;
+
+CREATE INDEX idx1 ON ds1(int_f: int);
+CREATE INDEX idx2 ON ds1(int_f: int, str_f: string);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.04.query.sqlpp
new file mode 100644
index 0000000..02c8708
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.04.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.05.query.sqlpp
new file mode 100644
index 0000000..826c8a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.05.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.06.query.sqlpp
new file mode 100644
index 0000000..b3ed16f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.06.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.07.query.sqlpp
new file mode 100644
index 0000000..91543ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.07.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.08.query.sqlpp
new file mode 100644
index 0000000..14f2ebd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.08.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.09.query.sqlpp
new file mode 100644
index 0000000..845ee14
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.09.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.10.query.sqlpp
new file mode 100644
index 0000000..edc8ece
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.10.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT COUNT(*) AS cnt FROM ds1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.11.query.sqlpp
new file mode 100644
index 0000000..8f4c38b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.11.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT i.DataverseName, i.IndexName, i.ExcludeUnknownKey FROM Metadata.`Index` i WHERE i.DataverseName = "test" ORDER BY i.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.99.ddl.sqlpp
new file mode 100644
index 0000000..36b2bab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/create-index-unknown-key/create-index-unknown-key.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/delete-syntax-change.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/delete-syntax-change.sqlpp
index 34c2b6f..dc29bbd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/delete-syntax-change.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/delete-syntax-change.sqlpp
@@ -56,7 +56,6 @@
 delete from LineItem
  where l_orderkey >= 10;
 
-write output to asterix_nc1:`rttest/dml_delete-syntax-change.adm`
 select element c
 from  LineItem as c
 order by c.l_orderkey,c.l_linenumber
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.01.ddl.sqlpp
new file mode 100644
index 0000000..9d3f4bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.01.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// test that secondary indexes can include or exclude entries that have unknown keys
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE DATASET ds1(id int not unknown) OPEN TYPE PRIMARY KEY id;
+
+CREATE INDEX exclude_unknown_idx1 ON ds1(int_f: int) exclude unknown key;
+CREATE INDEX exclude_unknown_idx2 ON ds1(int_f: int, str_f: string) exclude unknown key;
+
+CREATE INDEX include_unknown_idx1 ON ds1(int_f: int) include unknown key;
+CREATE INDEX include_unknown_idx2 ON ds1(int_f: int, str_f: string) include unknown key;
+
+CREATE INDEX idx1 ON ds1(int_f: int);
+CREATE INDEX idx2 ON ds1(int_f: int, str_f: string);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.02.update.sqlpp
new file mode 100644
index 0000000..0ac8895
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.02.update.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO ds1 ([
+{"id": 1, "int_f": 1   , "str_f": "1"},
+{"id": 2, "int_f": null, "str_f": "2"},
+{"id": 3               , "str_f": "3"},
+{"id": 4, "int_f": 4   , "str_f": null},
+{"id": 5, "int_f": 5                 },
+{"id": 6, "int_f": null              },
+{"id": 7               , "str_f": null},
+{"id": 8, "int_f": null, "str_f": null},
+{"id": 9                               ,"other_f": "other" }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.04.query.sqlpp
new file mode 100644
index 0000000..02c8708
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.04.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.05.query.sqlpp
new file mode 100644
index 0000000..826c8a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.05.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.06.query.sqlpp
new file mode 100644
index 0000000..b3ed16f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.06.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.07.query.sqlpp
new file mode 100644
index 0000000..91543ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.07.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.08.query.sqlpp
new file mode 100644
index 0000000..14f2ebd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.08.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.09.query.sqlpp
new file mode 100644
index 0000000..845ee14
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.09.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.10.query.sqlpp
new file mode 100644
index 0000000..edc8ece
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.10.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT COUNT(*) AS cnt FROM ds1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.11.query.sqlpp
new file mode 100644
index 0000000..8f4c38b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.11.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT i.DataverseName, i.IndexName, i.ExcludeUnknownKey FROM Metadata.`Index` i WHERE i.DataverseName = "test" ORDER BY i.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.99.ddl.sqlpp
new file mode 100644
index 0000000..36b2bab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-into-index-unknown-key/insert-into-index-unknown-key.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-syntax.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-syntax.sqlpp
index 59edd0e..c8b3330 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-syntax.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/insert-syntax.sqlpp
@@ -45,7 +45,6 @@
 select element {'id':3,'name':'Person Three','hobbies':{{'Blues'}}};
 insert into testds
 select element {'id':4,'name':'Person Four','hobbies':{{'Metal','Jazz'}}};
-write output to asterix_nc1:`rttest/dml_insert-syntax.adm`
 select element d
 from  testds as d
 order by d.id
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.01.ddl.sqlpp
new file mode 100644
index 0000000..9d3f4bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.01.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// test that secondary indexes can include or exclude entries that have unknown keys
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE DATASET ds1(id int not unknown) OPEN TYPE PRIMARY KEY id;
+
+CREATE INDEX exclude_unknown_idx1 ON ds1(int_f: int) exclude unknown key;
+CREATE INDEX exclude_unknown_idx2 ON ds1(int_f: int, str_f: string) exclude unknown key;
+
+CREATE INDEX include_unknown_idx1 ON ds1(int_f: int) include unknown key;
+CREATE INDEX include_unknown_idx2 ON ds1(int_f: int, str_f: string) include unknown key;
+
+CREATE INDEX idx1 ON ds1(int_f: int);
+CREATE INDEX idx2 ON ds1(int_f: int, str_f: string);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.02.update.sqlpp
new file mode 100644
index 0000000..12aaddb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.02.update.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+LOAD DATASET ds1 USING localfs((`path`=`asterix_nc1://data/misc/1.adm`),(`format`=`adm`));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.04.query.sqlpp
new file mode 100644
index 0000000..02c8708
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.04.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.05.query.sqlpp
new file mode 100644
index 0000000..826c8a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.05.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.06.query.sqlpp
new file mode 100644
index 0000000..b3ed16f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.06.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.07.query.sqlpp
new file mode 100644
index 0000000..91543ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.07.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.08.query.sqlpp
new file mode 100644
index 0000000..14f2ebd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.08.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.09.query.sqlpp
new file mode 100644
index 0000000..845ee14
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.09.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.10.query.sqlpp
new file mode 100644
index 0000000..edc8ece
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.10.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT COUNT(*) AS cnt FROM ds1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.11.query.sqlpp
new file mode 100644
index 0000000..8f4c38b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.11.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT i.DataverseName, i.IndexName, i.ExcludeUnknownKey FROM Metadata.`Index` i WHERE i.DataverseName = "test" ORDER BY i.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.99.ddl.sqlpp
new file mode 100644
index 0000000..36b2bab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/load-into-index-unknown-key/load-into-index-unknown-key.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.01.ddl.sqlpp
new file mode 100644
index 0000000..fd4edb5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.01.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// test that secondary indexes can include or exclude entries that have unknown keys
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE DATASET ds1(id int not unknown) OPEN TYPE PRIMARY KEY id;
+
+CREATE INDEX exclude_unknown_idx1 ON ds1(int_f: int) EXCLUDE UNKNOWN KEY;
+CREATE INDEX exclude_unknown_idx2 ON ds1(int_f: int, str_f: string) EXCLUDE UNKNOWN KEY;
+
+CREATE INDEX include_unknown_idx1 ON ds1(int_f: int) INCLUDE UNKNOWN KEY;
+CREATE INDEX include_unknown_idx2 ON ds1(int_f: int, str_f: string) INCLUDE UNKNOWN KEY;
+
+CREATE INDEX idx1 ON ds1(int_f: int);
+CREATE INDEX idx2 ON ds1(int_f: int, str_f: string);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.02.update.sqlpp
new file mode 100644
index 0000000..ddd4565
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.02.update.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+UPSERT INTO ds1 ([
+{"id": 1, "int_f": 1   , "str_f": "1"},
+{"id": 2, "int_f": null, "str_f": "2"},
+{"id": 3               , "str_f": "3"},
+{"id": 4, "int_f": 4   , "str_f": null},
+{"id": 5, "int_f": 5                 },
+{"id": 6, "int_f": null              },
+{"id": 7               , "str_f": null},
+{"id": 8, "int_f": null, "str_f": null},
+{"id": 9                               ,"other_f": "other" }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.04.query.sqlpp
new file mode 100644
index 0000000..02c8708
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.04.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.05.query.sqlpp
new file mode 100644
index 0000000..826c8a6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.05.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "exclude_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.06.query.sqlpp
new file mode 100644
index 0000000..b3ed16f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.06.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.07.query.sqlpp
new file mode 100644
index 0000000..91543ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.07.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "include_unknown_idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.08.query.sqlpp
new file mode 100644
index 0000000..14f2ebd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.08.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx1") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.09.query.sqlpp
new file mode 100644
index 0000000..845ee14
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.09.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SET `import-private-functions` `true`;
+FROM DUMP_INDEX("test", "ds1", "idx2") AS v
+SELECT VALUE v
+ORDER BY v.values;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.10.query.sqlpp
new file mode 100644
index 0000000..edc8ece
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.10.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT COUNT(*) AS cnt FROM ds1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.11.query.sqlpp
new file mode 100644
index 0000000..8f4c38b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.11.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+SELECT i.DataverseName, i.IndexName, i.ExcludeUnknownKey FROM Metadata.`Index` i WHERE i.DataverseName = "test" ORDER BY i.IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.99.ddl.sqlpp
new file mode 100644
index 0000000..36b2bab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/dml/upsert-into-index-unknown-key/upsert-into-index-unknown-key.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-allowed/test.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-allowed/test.000.ddl.sqlpp
index 598831e..a665d05 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-allowed/test.000.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-allowed/test.000.ddl.sqlpp
@@ -27,7 +27,7 @@
 
 drop dataset test if exists;
 CREATE EXTERNAL DATASET test(test) USING AZUREBLOB (
-("blobEndpoint"="%azureblob-endpoint%"),
+("endpoint"="%azure-endpoint%"),
 ("container"="public-access"),
 ("definition"="json-data/reviews/single-line/json"),
 ("format"="json")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-not-allowed/test.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-not-allowed/test.000.ddl.sqlpp
index 43db107..22385f2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-not-allowed/test.000.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/anonymous-no-auth-public-access-not-allowed/test.000.ddl.sqlpp
@@ -28,7 +28,7 @@
 // bad case: no auth method is provided
 drop dataset test if exists;
 CREATE EXTERNAL DATASET test(test) USING AZUREBLOB (
-("blobEndpoint"="%azureblob-endpoint%"),
+("endpoint"="%azure-endpoint%"),
 ("container"="playground"),
 ("definition"="json-data/reviews/single-line/json"),
 ("format"="json")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/invalid-auth-methods/test.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/invalid-auth-methods/test.000.ddl.sqlpp
index b3c8bc4..a2f680f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/invalid-auth-methods/test.000.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/invalid-auth-methods/test.000.ddl.sqlpp
@@ -28,10 +28,10 @@
 // bad case: more than one authentication method is provided at once
 drop dataset test if exists;
 CREATE EXTERNAL DATASET test(test) USING AZUREBLOB (
-("accountName"="%azureblob-accountname%"),
-("%azureblob-credentialsname-1%"="%azureblob-credentialsvalue-1%"),
-("%azureblob-credentialsname-2%"="%azureblob-credentialsvalue-2%"),
-("blobEndpoint"="%azureblob-endpoint%"),
+("accountName"="%azure-accountname%"),
+("%azure-credentialsname-1%"="%azure-credentialsvalue-1%"),
+("%azure-credentialsname-2%"="%azure-credentialsvalue-2%"),
+("endpoint"="%azure-endpoint%"),
 ("container"="playground"),
 ("definition"="json-data/reviews/single-line/json"),
 ("format"="json")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/valid-auth-methods/test.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/valid-auth-methods/test.000.ddl.sqlpp
index afeaeae..ca750fa 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/valid-auth-methods/test.000.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/azure_blob_storage/auth-methods/valid-auth-methods/test.000.ddl.sqlpp
@@ -27,9 +27,9 @@
 
 drop dataset test if exists;
 CREATE EXTERNAL DATASET test(test) USING AZUREBLOB (
-("accountName"="%azureblob-accountname%"),
-("%azureblob-credentialsname%"="%azureblob-credentialsvalue%"),
-("blobEndpoint"="%azureblob-endpoint%"),
+("accountName"="%azure-accountname%"),
+("%azure-credentialsname%"="%azure-credentialsvalue%"),
+("endpoint"="%azure-endpoint%"),
 ("container"="playground"),
 ("definition"="json-data/reviews/single-line/json"),
 ("format"="json")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.01.ddl.sqlpp
new file mode 100644
index 0000000..4e21d51
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.01.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Array access pushdown
+* Expected Res : Success
+* Date         : July 20th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.query.sqlpp
new file mode 100644
index 0000000..3b645f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down get-item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT p.entities.urls[0].display_url
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.query.sqlpp
new file mode 100644
index 0000000..c268b2a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down get-item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT p.entities.urls[0].display_url
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.query.sqlpp
new file mode 100644
index 0000000..43a6c07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down get-item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT p.entities.urls[0].display_url
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.query.sqlpp
new file mode 100644
index 0000000..8187033
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down get-item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p.entities.urls[0].display_url
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.query.sqlpp
new file mode 100644
index 0000000..9e3e02b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down p.entities.urls
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT p.entities.urls[*].display_url
+FROM ParquetDataset p
+WHERE p.entities.urls IS NOT MISSING
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.query.sqlpp
new file mode 100644
index 0000000..bf42c9a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down p.entities.urls
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT p.entities.urls[*].display_url
+FROM ParquetDataset p
+WHERE p.entities.urls IS NOT MISSING
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.query.sqlpp
new file mode 100644
index 0000000..0148449
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down p.entities.urls
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT p.entities.urls[*].display_url
+FROM ParquetDataset p
+WHERE p.entities.urls IS NOT MISSING
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.query.sqlpp
new file mode 100644
index 0000000..cbb85b3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down p.entities.urls
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p.entities.urls[*].display_url
+FROM ParquetDataset p
+WHERE p.entities.urls IS NOT MISSING
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.query.sqlpp
new file mode 100644
index 0000000..cab4c18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT urls.display_url
+FROM ParquetDataset p, p.entities.urls urls
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.query.sqlpp
new file mode 100644
index 0000000..131ae3d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT urls.display_url
+FROM ParquetDataset p, p.entities.urls urls
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.query.sqlpp
new file mode 100644
index 0000000..509806c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT urls.display_url
+FROM ParquetDataset p, p.entities.urls urls
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.query.sqlpp
new file mode 100644
index 0000000..79d5558
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT urls.display_url
+FROM ParquetDataset p, p.entities.urls urls
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.query.sqlpp
new file mode 100644
index 0000000..811074e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest in a subplan
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
+WHERE (EVERY ht in p.entities.urls SATISFIES ht.display_url = "string");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.query.sqlpp
new file mode 100644
index 0000000..45ee208
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest in a subplan
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
+WHERE (EVERY ht in p.entities.urls SATISFIES ht.display_url = "string");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.query.sqlpp
new file mode 100644
index 0000000..108524f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest in a subplan
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
+WHERE (EVERY ht in p.entities.urls SATISFIES ht.display_url = "string");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.query.sqlpp
new file mode 100644
index 0000000..407fd74
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down scan-collection from unnest in a subplan
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
+WHERE (EVERY ht in p.entities.urls SATISFIES ht.display_url = "string");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.query.sqlpp
new file mode 100644
index 0000000..fd9b28b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down nested get_item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT VALUE p.place.bounding_box.coordinates[0][0][0]
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.query.sqlpp
new file mode 100644
index 0000000..e2fb357
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down nested get_item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT VALUE p.place.bounding_box.coordinates[0][0][0]
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.query.sqlpp
new file mode 100644
index 0000000..3c01e49
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down nested get_item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE p.place.bounding_box.coordinates[0][0][0]
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.query.sqlpp
new file mode 100644
index 0000000..57435ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down nested get_item
+ * Expected Res : Success
+ * Date         : July 20th 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE p.place.bounding_box.coordinates[0][0][0]
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.01.ddl.sqlpp
new file mode 100644
index 0000000..9db6efb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.01.ddl.sqlpp
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Field access pushdown
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_age.parquet"),
+  ("format" = "parquet")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset2(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_age.parquet"),
+  ("format" = "parquet")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset3(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_name_comment.parquet"),
+  ("format" = "parquet")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset4(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.02.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.02.query.sqlpp
new file mode 100644
index 0000000..d457e75
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.02.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.03.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.03.query.sqlpp
new file mode 100644
index 0000000..18669ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.03.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.04.query.sqlpp
new file mode 100644
index 0000000..4e31474
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.04.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.05.query.sqlpp
new file mode 100644
index 0000000..2aac7ff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.05.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.06.query.sqlpp
new file mode 100644
index 0000000..127a914
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.06.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT p1, p2.id
+FROM ParquetDataset p1, ParquetDataset2 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.query.sqlpp
new file mode 100644
index 0000000..96035dd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT p1, p2.id
+FROM ParquetDataset p1, ParquetDataset2 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.08.query.sqlpp
new file mode 100644
index 0000000..2bdfa95
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.08.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT p1, p2.id
+FROM ParquetDataset p1, ParquetDataset2 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.query.sqlpp
new file mode 100644
index 0000000..5a0f903
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ignore Field Access pushdown when requesting all fields
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p1, p2.id
+FROM ParquetDataset p1, ParquetDataset2 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.10.query.sqlpp
new file mode 100644
index 0000000..8dc44f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.10.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Access different fields when joining two datasets
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT p1.age, p2.name
+FROM ParquetDataset p1, ParquetDataset3 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.query.sqlpp
new file mode 100644
index 0000000..066fb53
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Access different fields when joining two datasets
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT p1.age, p2.name
+FROM ParquetDataset p1, ParquetDataset3 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.12.query.sqlpp
new file mode 100644
index 0000000..99bb5fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.12.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Access different fields when joining two datasets
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT p1.age, p2.name
+FROM ParquetDataset p1, ParquetDataset3 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.query.sqlpp
new file mode 100644
index 0000000..a17d617
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Access different fields when joining two datasets
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p1.age, p2.name
+FROM ParquetDataset p1, ParquetDataset3 p2
+WHERE p1.id = p2.id
+ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.14.query.sqlpp
new file mode 100644
index 0000000..190d40d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.14.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down children of common fields access when requesting nested values
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT p.user.id, p.user.name
+FROM ParquetDataset4 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.query.sqlpp
new file mode 100644
index 0000000..32aaf12
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down children of common fields access when requesting nested values
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT p.user.id, p.user.name
+FROM ParquetDataset4 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.16.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.16.query.sqlpp
new file mode 100644
index 0000000..1213808
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.16.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down children of common fields access when requesting nested values
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT p.user.id, p.user.name
+FROM ParquetDataset4 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.query.sqlpp
new file mode 100644
index 0000000..2a47449
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Push down children of common fields access when requesting nested values
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p.user.id, p.user.name
+FROM ParquetDataset4 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.18.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.18.query.sqlpp
new file mode 100644
index 0000000..e42c9ca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.18.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test SELECT COUNT(*)
+ * Expected Res : Success
+ * Date         : July 25nd 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset4 p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.query.sqlpp
new file mode 100644
index 0000000..71624af
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test SELECT COUNT(*)
+ * Expected Res : Success
+ * Date         : July 25nd 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT VALUE COUNT(*)
+FROM ParquetDataset4 p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.20.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.20.query.sqlpp
new file mode 100644
index 0000000..f8d1312
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.20.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test SELECT COUNT(*). Should get empty records
+ * Expected Res : Success
+ * Date         : July 25nd 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset4 p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.query.sqlpp
new file mode 100644
index 0000000..c433eb5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test SELECT COUNT(*). Should get empty records
+ * Expected Res : Success
+ * Date         : July 25nd 2021
+ */
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE COUNT(*)
+FROM ParquetDataset4 p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.query.sqlpp
new file mode 100644
index 0000000..9ee38e8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Ensure `compiler.external.field.pushdown` is set by default
+ * Expected Res : Success
+ * Date         : July 7th 2021
+ */
+
+USE test;
+
+EXPLAIN
+SELECT p.user.id, p.user.name
+FROM ParquetDataset4 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.1.ddl.sqlpp
new file mode 100644
index 0000000..f1c4e81
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Heterogeneous access DDL
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*heterogeneous*"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.2.query.sqlpp
new file mode 100644
index 0000000..1ffdf5c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.2.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing a heterogeneous value
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+
+SELECT VALUE (
+    CASE WHEN is_array(p.arrayOrObject) THEN
+        p.arrayOrObject[*].text
+    ELSE
+        p.arrayOrObject.text
+    END
+)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.3.query.sqlpp
new file mode 100644
index 0000000..428c496
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.3.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing a heterogeneous value
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+EXPLAIN
+SELECT VALUE (
+    CASE WHEN is_array(p.arrayOrObject) THEN
+        p.arrayOrObject[*].text
+    ELSE
+        p.arrayOrObject.text
+    END
+)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.4.query.sqlpp
new file mode 100644
index 0000000..f75c1f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.4.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing a heterogeneous value
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE (
+    CASE WHEN is_array(p.arrayOrObject) THEN
+        p.arrayOrObject[*].text
+    ELSE
+        p.arrayOrObject.text
+    END
+)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.5.query.sqlpp
new file mode 100644
index 0000000..4336a0d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.5.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing a heterogeneous value
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE (
+    CASE WHEN is_array(p.arrayOrObject) THEN
+        p.arrayOrObject[*].text
+    ELSE
+        p.arrayOrObject.text
+    END
+)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.000.ddl.sqlpp
new file mode 100644
index 0000000..ca5868c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.000.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="json-data/reviews/single-line/json"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.001.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.001.query.sqlpp
new file mode 100644
index 0000000..a178663
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.001.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.999.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.999.ddl.sqlpp
new file mode 100644
index 0000000..20dc6fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-parquet-files/test.999.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-type/invalid-type.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-type/invalid-type.1.ddl.sqlpp
new file mode 100644
index 0000000..ad6cd0e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/invalid-type/invalid-type.1.ddl.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test type validation for Parquet
+* Expected Res : ASX1161: Type 'ParquetType' contains declared fields, which is not supported for 'parquet' format
+* Date         : August 19th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+CREATE TYPE ParquetType as {
+  id: string,
+  text: string
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_age.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..51378ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Requesting non-existing fields should not fail
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.2.query.sqlpp
new file mode 100644
index 0000000..8372ce6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.2.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Requesting non-existing fields should not fail
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+SELECT p.not_a_field1 IS MISSING as f1, p.user.not_a_field2 IS MISSING as f2
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.3.query.sqlpp
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.4.query.sqlpp
rename to asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/missing-fields/missing-fields.3.query.sqlpp
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp
new file mode 100644
index 0000000..23c357e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Retrieve all fields from different Parquet files with different schemas
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_age.parquet"),
+  ("include#1"="*id_name.parquet"),
+  ("format" = "parquet")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset2(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_age.parquet"),
+  ("include#1"="*id_age-string.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.2.query.sqlpp
new file mode 100644
index 0000000..e332ba7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.2.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Retrieve all fields from different Parquet files with different schemas
+ * Expected Res : Success
+ * Date         : June 22nd 2020
+ */
+USE test;
+
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp
new file mode 100644
index 0000000..a8bc91cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Retrieve all fields from different Parquet files with different schemas
+                  with conflicting fields
+ * Expected Res : Success
+ * Date         : July 7th 2021
+ */
+
+USE test;
+
+SELECT VALUE p
+FROM ParquetDataset2 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.query.sqlpp
new file mode 100644
index 0000000..1e82c7b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Retrieve all fields from different Parquet files with different schemas
+                  with conflicting fields
+ * Expected Res : Success
+ * Date         : July 7th 2021
+ */
+
+USE test;
+
+SELECT VALUE p.age
+FROM ParquetDataset2 p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.1.ddl.sqlpp
new file mode 100644
index 0000000..2fc3e62
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.1.ddl.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : No files
+* Expected Res : Warning: The provided external dataset configuration returned no files from the external source
+* Date         : November 14th 2021
+*/
+
+-- param max-warnings:json=1000
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="NOT_A_DEFINITION"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.2.query.sqlpp
new file mode 100644
index 0000000..37de163
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/no-files/no-files.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : No files
+* Expected Res : Warning: The provided external dataset configuration returned no files from the external source
+* Date         : November 14th 2021
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT VALUE COUNT(*)
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.1.ddl.sqlpp
new file mode 100644
index 0000000..c17cf79
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Concat two objects after pushdown
+* Expected Res : Success
+* Date         : September 22nd 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.2.query.sqlpp
new file mode 100644
index 0000000..daacd24
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.2.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Concat two objects after pushdown
+* Expected Res : Success
+* Date         : September 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE object_concat(p.coordinates, p.user).name
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.3.query.sqlpp
new file mode 100644
index 0000000..7463ab1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Concat two objects after pushdown
+* Expected Res : Success
+* Date         : September 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT VALUE object_concat(p.coordinates, p.user).name
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.4.query.sqlpp
new file mode 100644
index 0000000..c3a7586
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.4.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Concat two objects after pushdown
+* Expected Res : Success
+* Date         : September 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+SELECT VALUE object_concat(p.coordinates, p.user)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.5.query.sqlpp
new file mode 100644
index 0000000..cbbc793
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/object-concat/object-concat.5.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Concat two objects after pushdown
+* Expected Res : Success
+* Date         : September 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+
+EXPLAIN
+SELECT VALUE object_concat(p.coordinates, p.user)
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.1.ddl.sqlpp
new file mode 100644
index 0000000..ecf866e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.1.ddl.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet"),
+  ("decimal-to-double" = "true")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset2(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.2.query.sqlpp
new file mode 100644
index 0000000..1bfd2df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.2.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Parquet's decimal types
+* Expected Res : Success with a warning about precision loss
+* Date         : Jan 27th 2022
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT p.decimal32_field,
+       p.decimal64_field,
+       p.decimal_fixed80_field,
+       p.decimal_arbitrary_length_field
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.3.query.sqlpp
new file mode 100644
index 0000000..5cdff29
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/decimal/decimal.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Parquet's decimal types
+* Expected Res : Error decimal-to-double is not enabled
+* Date         : Jan 27th 2022
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT p.decimal32_field
+FROM ParquetDataset2 p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.1.ddl.sqlpp
new file mode 100644
index 0000000..03af660
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet"),
+  ("parse-json-string" = "false")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.2.query.sqlpp
new file mode 100644
index 0000000..310c9ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Parquet's json type
+* Expected Res : Success
+* Date         : Jan 27th 2022
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT p.json_field
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/invalid-timezone/temporal.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/invalid-timezone/temporal.1.ddl.sqlpp
new file mode 100644
index 0000000..5c202c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/invalid-timezone/temporal.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet"),
+  ("timezone" = "invalid-timezone")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/temporal.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/temporal.1.ddl.sqlpp
new file mode 100644
index 0000000..220eb91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/temporal.1.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet"),
+  ("timezone" = "PST")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/tempral.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/tempral.2.query.sqlpp
new file mode 100644
index 0000000..3d19e92
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/temporal/tempral.2.query.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Parquet's temporal types (UTC values are adjusted to PST)
+* Expected Res : Success
+* Date         : Jan 27th 2022
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT p.date_field,
+       p.time32_millis_field,
+       p.time64_micros_field,
+       p.time64_nanos_field,
+       p.time32_millis_pst_field,
+       p.time64_micros_pst_field,
+       p.time64_nanos_pst_field,
+       p.timestamp64_millis_field,
+       p.timestamp64_micros_field,
+       p.timestamp64_nanos_field,
+       p.timestamp64_millis_pst_field,
+       p.timestamp64_micros_pst_field,
+       p.timestamp64_nanos_pst_field,
+       p.timestamp96_field
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.1.ddl.sqlpp
new file mode 100644
index 0000000..5f5f661
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.1.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*parquetTypes.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.2.query.sqlpp
new file mode 100644
index 0000000..80a4cc2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.2.query.sqlpp
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Parquet types except for decimals
+* Expected Res : Success with warnings
+* Date         : November 1st 2021
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SELECT p.boolean_field,
+       p.int8_field,
+       p.int16_field,
+       p.int32_field,
+       p.int64_field,
+       p.uint8_field,
+       p.uint16_field,
+       p.uint32_field,
+       p.uint64_field,
+       p.overflowed_uint64_field,
+       p.float_field,
+       p.double_field,
+       p.binary_field,
+       p.string_field,
+       p.enum_field,
+       p.json_field,
+       p.date_field,
+       p.time32_millis_field,
+       p.time64_micros_field,
+       p.time64_nanos_field,
+       p.time32_millis_pst_field,
+       p.time64_micros_pst_field,
+       p.time64_nanos_pst_field,
+       p.timestamp64_millis_field,
+       p.timestamp64_micros_field,
+       p.timestamp64_nanos_field,
+       p.timestamp64_millis_pst_field,
+       p.timestamp64_micros_pst_field,
+       p.timestamp64_nanos_pst_field,
+       p.timestamp96_field,
+       p.uuid_field
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.01.ddl.sqlpp
new file mode 100644
index 0000000..1913848
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.01.ddl.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test complex plans while enabling the value access pushdown
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset1(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
+
+CREATE EXTERNAL DATASET ParquetDataset2(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.query.sqlpp
new file mode 100644
index 0000000..dcaa9f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : No pushdown on p1
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT sum(object_length(p1))
+FROM ParquetDataset1 p1, ParquetDataset2 p2
+WHERE p2.id = p1.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.query.sqlpp
new file mode 100644
index 0000000..0b08465
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : No pushdown
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT DISTINCT VALUE p1
+FROM ParquetDataset1 p1
+WHERE p1.id > 10;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.query.sqlpp
new file mode 100644
index 0000000..2e7bb09
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Should only pushdown "p1.entities.hashtags"
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT text, sum(array_distinct(p1.entities.hashtags))
+FROM ParquetDataset1 p1, p1.entities.hashtags ht
+WHERE p1.id > 10 AND lowercase(ht.text) = "string"
+GROUP BY ht.text AS text;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.query.sqlpp
new file mode 100644
index 0000000..61d00b8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Get only "indices" and "text" from "p1.entities.hashtags"
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT text, sum(array_sum(ht.indices))
+FROM ParquetDataset1 p1, p1.entities.hashtags ht
+WHERE p1.id > 10 AND lowercase(ht.text) = "string"
+GROUP BY ht.text AS text;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.query.sqlpp
new file mode 100644
index 0000000..93b09d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Pushdown "p.entities.urls"
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT p.entities.urls[0].display_url
+FROM ParquetDataset1 p
+WHERE array_count(p.entities.urls) > 10
+LIMIT 10
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.query.sqlpp
new file mode 100644
index 0000000..b098547
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Get "entities.hashtags.text" from "p1" and "p2"
+                 and "user.name" from "p1"
+* Expected Res : Success
+* Date         : July 23th 2021
+*/
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+EXPLAIN
+SELECT uname, COUNT(*) as cnt
+FROM ParquetDataset1 p1, p1.entities.hashtags ht1
+WHERE ht1.text IN (SELECT VALUE ht2.text
+                   FROM ParquetDataset2 p2, p2.entities.hashtags ht2)
+GROUP BY p1.user.name AS uname
+ORDER BY cnt DESC
+LIMIT 10;
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp
new file mode 100644
index 0000000..be64bb6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve all fields from a Parquet file
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+%template%,
+("container"="playground"),
+("definition"="parquet-data/reviews"),
+("include"="*dummy_tweet.parquet"),
+("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.2.query.sqlpp
new file mode 100644
index 0000000..3a0e80d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve all fields from a Parquet file
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.3.query.sqlpp
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.4.query.sqlpp
rename to asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-all-fields/select-all-fields.3.query.sqlpp
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp
new file mode 100644
index 0000000..5738fad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve the number of texts in all tweets
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.2.query.sqlpp
new file mode 100644
index 0000000..7b022fe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.2.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve the number of texts in all tweets
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+SELECT VALUE count(p.text)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp
new file mode 100644
index 0000000..9ec9468
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve the number of texts in all tweets
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+SELECT VALUE count(p.text)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp
new file mode 100644
index 0000000..a1e72c2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve the number of users
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+SELECT VALUE count(p.user.name)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp
new file mode 100644
index 0000000..0a0e193
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Retrieve the number of users
+* Expected Res : Success
+* Date         : June 22nd 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+SELECT VALUE count(p.user.name)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp
new file mode 100644
index 0000000..4e4000a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Standard UTF-8
+* Expected Res : Success
+* Date         : August 30th 2020
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*id_name_comment.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.2.query.sqlpp
new file mode 100644
index 0000000..a957ac5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test Standard UTF-8
+* Expected Res : Success
+* Date         : August 30th 2020
+*/
+USE test;
+
+SET `compiler.external.field.pushdown` "false";
+
+SELECT VALUE array_count(split(trim(p.comment),"𩸽"))
+FROM ParquetDataset p
+WHERE contains(p.comment, "𩸽");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.3.query.sqlpp
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.4.query.sqlpp
rename to asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.3.query.sqlpp
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.1.ddl.sqlpp
new file mode 100644
index 0000000..ab202b7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Type mismatch DDL
+* Expected Res : Success
+* Date         : July 20th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING %adapter%
+(
+  %template%,
+  ("container"="playground"),
+  ("definition"="parquet-data/reviews"),
+  ("include"="*dummy_tweet.parquet"),
+  ("format" = "parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.2.query.sqlpp
new file mode 100644
index 0000000..29008c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.2.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing an array as an object
+* Expected Res : Warning
+* Date         : July 20th 2021
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+SELECT VALUE p.entities.urls.display_url IS MISSING
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.3.query.sqlpp
new file mode 100644
index 0000000..65f6bdf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.3.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing an object as an array
+* Expected Res : Warning
+* Date         : July 20th 2021
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+SELECT VALUE p.entities[*].display_url IS MISSING
+FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.4.query.sqlpp
new file mode 100644
index 0000000..26ccbcb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/common/parquet/type-mismatch/type-mismatch.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Accessing an array as an object
+* Expected Res : Warning
+* Date         : July 20th 2021
+*/
+
+-- param max-warnings:json=1000
+
+USE test;
+
+SET `compiler.external.field.pushdown` "true";
+
+SELECT VALUE p.place.bounding_box.coordinates[0][0].not_object IS MISSING
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/non-s3-region/external_dataset.000.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/non-s3-region/external_dataset.000.ddl.sqlpp
index 3b22f11..4d0941d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/non-s3-region/external_dataset.000.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/non-s3-region/external_dataset.000.ddl.sqlpp
@@ -18,7 +18,7 @@
  */
 
 /*
- * Creating an external dataset should not fail when non-s3-region is used (some-new-region)
+ * Creating an external dataset should fail when non-s3-region is used (some-new-region)
  */
 
 drop dataverse test if exists;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.00.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.00.ddl.sqlpp
new file mode 100644
index 0000000..2337ac4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.00.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE ParquetType AS {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3 (
+("region"="us-west-2"),
+("serviceEndpoint"="http://localhost:8001"),
+("container"="playground"),
+("definition"="parquet-data/reviews"),
+("format"="parquet"),
+("include"="*dummy_tweet.parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.01.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.01.query.sqlpp
new file mode 100644
index 0000000..4631047
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.01.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE count(p.text)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.99.ddl.sqlpp
new file mode 100644
index 0000000..86a1b59
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.00.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.00.ddl.sqlpp
new file mode 100644
index 0000000..15ec56a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.00.ddl.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE ParquetType AS {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3 (
+("accessKeyId"="dummyAccessKey"),
+("secretAccessKey"="dummySecretKey"),
+("sessionToken"="dummySessionToken"),
+("region"="us-west-2"),
+("serviceEndpoint"="http://localhost:8001"),
+("container"="playground"),
+("definition"="parquet-data/reviews"),
+("format"="parquet"),
+("include"="*dummy_tweet.parquet")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.01.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.01.query.sqlpp
new file mode 100644
index 0000000..4631047
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.01.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE count(p.text)
+FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.99.ddl.sqlpp
new file mode 100644
index 0000000..86a1b59
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.1.ddl.sqlpp
deleted file mode 100644
index a3e79a0..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.1.ddl.sqlpp
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
- * Description  : Create an external dataset that contains records stored with rc file format.
- *                Build an index over the external dataset age attribute
- *                Perform a query over the dataset using the index.
- * Expected Res : Success
- * Date         : 3rd Jan 2014
-*/
-
-drop  dataverse test if exists;
-create  dataverse test;
-
-use test;
-
-
-create type test.EmployeeType as
- closed {
-  id : bigint,
-  name : string,
-  age : bigint
-};
-
-create external  dataset EmployeeDataset(EmployeeType) using `hdfs`(
-(`hdfs`=`hdfs://127.0.0.1:31888`),
-(`path`=`/asterix/external-indexing-test.rc`),
-(`input-format`=`rc-input-format`),
-(`format`=`hdfs-writable`),
-(`parser`=`hive-parser`),
-(`hive-serde`=`org.apache.hadoop.hive.serde2.columnar.ColumnarSerDe`));
-
-create  index EmployeeAgeIdx  on EmployeeDataset (age) type btree;
-
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.2.update.sqlpp
deleted file mode 100644
index e2d598f..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.2.update.sqlpp
+++ /dev/null
@@ -1,25 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
- * Description  : Create an external dataset that contains records stored with rc hdfs file format.
- *                Build an index over the external dataset age attribute
- *                Perform a query over the dataset using the index.
- * Expected Res : Success
- * Date         : 3rd Jan 2014
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.3.query.sqlpp
deleted file mode 100644
index 58db233..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-indexing/rc-format/rc-format.3.query.sqlpp
+++ /dev/null
@@ -1,33 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
- * Description  : Create an external dataset that contains records stored with rc hdfs file format.
- *                Build an index over the external dataset age attribute
- *                Perform a query over the dataset using the index.
- * Expected Res : Success
- * Date         : 3rd Jan 2014
-*/
-
-use test;
-
-
-select element emp
-from  EmployeeDataset as emp
-where (emp.age = 22)
-;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.ddl.sqlpp
new file mode 100644
index 0000000..d3bf31c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse testdv2 if exists;
+create dataverse testdv2;
+use testdv2;
+
+create type testtype as closed {
+  id: int64,
+  name: string,
+  hobbies: {{string}}
+};
+
+create dataset testds(testtype) primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.2.update.sqlpp
new file mode 100644
index 0000000..0353284
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.2.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use testdv2;
+
+set `compiler.sortmemory` "64MB";
+
+load dataset testds
+using localfs
+(("path"="asterix_nc1://target/data/big-object/big_object_20M.adm"),("format"="adm"));
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.3.lib.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.3.lib.sqlpp
new file mode 100644
index 0000000..923dcb2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.3.lib.sqlpp
@@ -0,0 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+install testdv2 testlib python admin admin target/TweetSent.pyz
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.4.ddl.sqlpp
new file mode 100644
index 0000000..8b304fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.4.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+ USE testdv2;
+
+create function roundtrip(s) as "roundtrip",
+  "Tests.roundstr" at testlib;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.5.query.sqlpp
new file mode 100644
index 0000000..fdb285e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.5.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use testdv2;
+
+select value roundtrip(d)
+from testds d
+where d.id=1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.0.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.0.ddl.sqlpp
new file mode 100644
index 0000000..5a5bbec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.0.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE externallibtest if exists;
+CREATE DATAVERSE  externallibtest;
+USE externallibtest;
+
+create type CountryCapitalType if not exists as closed {
+country: string,
+capital: string
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.1.lib.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.1.lib.sqlpp
new file mode 100644
index 0000000..cc6c855
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.1.lib.sqlpp
@@ -0,0 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+install externallibtest testlib java admin admin target/data/externallib/asterix-external-data-testlib.zip
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.2.ddl.sqlpp
new file mode 100644
index 0000000..4ef5d6b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.2.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use externallibtest;
+
+create function getCapital(a: string) returns CountryCapitalType
+  as "org.apache.asterix.external.library.CapitalFinderFactory" at testlib;
+
+create function mysum(a, b) { a+b };
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.3.query.sqlpp
new file mode 100644
index 0000000..cbf2a35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use externallibtest;
+
+SELECT getCapital(country) as natCap, mysum(1,2) as sum
+FROM ["England","Italy","China","United States","India","Jupiter"] as country
+ORDER BY natCap.country;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.4.ddl.sqlpp
new file mode 100644
index 0000000..65733e4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/mixedudfs/mixedudfs.4.ddl.sqlpp
@@ -0,0 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+DROP DATAVERSE externallibtest;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/py_nested_access/py_nested_access.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/py_nested_access/py_nested_access.4.query.sqlpp
index e17f03f..72dc83c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/py_nested_access/py_nested_access.4.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/py_nested_access/py_nested_access.4.query.sqlpp
@@ -28,4 +28,5 @@
 select element result
 from  Animals as test
 with  result as roundtrip(test)[0].class.fullClassification.lower.lower.lower.lower.lower.lower.Species
-order by result;
+order by result
+;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/python_open_type_validation/type_validation.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/python_open_type_validation/type_validation.2.ddl.sqlpp
index 8041b5e..ff61810 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/python_open_type_validation/type_validation.2.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/python_open_type_validation/type_validation.2.ddl.sqlpp
@@ -23,3 +23,6 @@
 
 create function typeValidationNullCall(a, b, c, d, e, f, g, h)
   as "roundtrip", "Tests.roundtrip" at testlib with {"null-call": true};
+
+create function stringTest(s) as "roundtrip",
+  "Tests.roundtrip" at testlib;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/type_validation/type_validation.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/type_validation/type_validation.3.query.sqlpp
index 358b28a..e8b7fd3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/type_validation/type_validation.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/external-library/type_validation/type_validation.3.query.sqlpp
@@ -17,5 +17,5 @@
  * under the License.
  */
 use externallibtest;
-typeValidation(907, 9.07, "907", 9.07, true, date("2013-01-01"), datetime("1989-09-07T12:13:14.039Z"));
+typeValidation(907, 9.07, "907", 9.07, true, date("2013-01-01"), datetime("1989-09-07T12:13:14.039"));
 
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.1.ddl.sqlpp
new file mode 100644
index 0000000..ad34b86
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 1: Create dataset and insert data
+
+DROP DATAVERSE MyDataVerse IF EXISTS;
+CREATE DATAVERSE MyDataVerse;
+
+USE MyDataVerse;
+
+DROP DATASET MyMessageDataset IF EXISTS;
+CREATE TYPE MyMessageType AS {
+    myMessageId:   int,
+    myMessageBody: string
+};
+CREATE DATASET MyMessageDataset(MyMessageType)
+    PRIMARY KEY myMessageId;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.query.sqlpp
new file mode 100644
index 0000000..1c6752d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 5: Select with ft_config
+
+USE MyDataVerse;
+
+// Without any ftcontains option
+SELECT VALUE myMessage from MyMessageDataset myMessage
+    WHERE ftcontains(myMessage.myMessageBody, ["the", "smart", "black"]) ORDER BY myMessage.myMessageId;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.query.sqlpp
new file mode 100644
index 0000000..17f3024
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 5a: Select with ft_config
+
+USE MyDataVerse;
+
+// With FT Config my_first_stopword_config and `the`
+SELECT VALUE myMessage from MyMessageDataset myMessage
+    WHERE ftcontains(myMessage.myMessageBody, ["the", "smart", "black"], {"mode":"all", "config": "my_first_stopword_config"})
+    ORDER BY myMessage.myMessageId;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.query.sqlpp
new file mode 100644
index 0000000..6a05ae6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 5b: Select with ft_config
+
+USE MyDataVerse;
+
+// With FT Config my_first_stopword_config and `xxx`
+SELECT VALUE myMessage from MyMessageDataset myMessage
+    WHERE ftcontains(myMessage.myMessageBody, ["xxx", "cat"], {"mode":"all", "config": "my_first_stopword_config"})
+    ORDER BY myMessage.myMessageId;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.query.sqlpp
new file mode 100644
index 0000000..c05bd04
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 5c: Select with ft_config
+
+USE MyDataVerse;
+
+// With FT Config my_second_stopword_config and `yyy`
+SELECT VALUE myMessage from MyMessageDataset myMessage
+    WHERE ftcontains(myMessage.myMessageBody, ["yyy", "cat"], {"mode":"all", "config": "my_second_stopword_config"})
+    ORDER BY myMessage.myMessageId;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.14.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.14.ddl.sqlpp
new file mode 100644
index 0000000..2c10e35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.14.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/////////////////////////////////////////
+// Step 6: Do a full-scan when no index with the same config
+
+USE MyDataVerse;
+
+DROP FULLTEXT CONFIG my_third_stopword_config IF EXISTS;
+CREATE FULLTEXT CONFIG my_third_stopword_config IF NOT EXISTS AS {
+    "tokenizer": "Word",
+    "filterPipeline": []
+}; // No index created with this new config
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.query.sqlpp
new file mode 100644
index 0000000..8d5ff33
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/////////////////////////////////////////
+// Step 6: Do a full-scan when no index with the same config
+
+USE MyDataVerse;
+
+SELECT count(myMessage) from MyMessageDataset myMessage
+   WHERE ftcontains(myMessage.myMessageBody, ["xxx", "smart", "black"], {"mode":"all", "config": "my_third_stopword_config"});
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.2.update.sqlpp
new file mode 100644
index 0000000..13b4250
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.2.update.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE MyDataVerse;
+
+INSERT INTO MyMessageDataset ([
+  {
+      "myMessageId":    1,
+      "myMessageBody":  "a smart black dog"
+  }
+]);
+
+UPSERT INTO MyMessageDataset ([
+  {
+      "myMessageId":    2,
+      "myMessageBody":  "the smart black dog"
+  }
+]);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.3.ddl.sqlpp
new file mode 100644
index 0000000..e475c2b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.3.ddl.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE MyDataVerse;
+
+DROP FULLTEXT CONFIG my_stopword_config IF EXISTS;
+DROP FULLTEXT CONFIG my_first_stopword_config IF EXISTS;
+DROP FULLTEXT CONFIG my_second_stopword_config IF EXISTS;
+DROP FULLTEXT FILTER my_first_stopword_filter IF EXISTS;
+DROP FULLTEXT FILTER my_second_stopword_filter IF EXISTS;
+
+CREATE FULLTEXT FILTER my_first_stopword_filter IF NOT EXISTS AS {
+    "type": "stopwords",
+    "stopwordsList": ["a", "an", "the"]
+};
+CREATE FULLTEXT CONFIG my_first_stopword_config IF NOT EXISTS AS {
+    "tokenizer": "Word", // built-in tokenizers: "Word" or "NGram"
+    "filterPipeline": ["my_first_stopword_filter"]
+};
+
+CREATE FULLTEXT FILTER my_second_stopword_filter IF NOT EXISTS AS {
+    "type": "stopwords",
+    "stopwordsList": ["xxx", "yyy", "zzz"]
+};
+CREATE FULLTEXT CONFIG my_second_stopword_config IF NOT EXISTS AS {
+    "tokenizer": "Word", // built-in tokenizers: "Word" or "NGram"
+    "filterPipeline": ["my_second_stopword_filter"]
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.query.sqlpp
new file mode 100644
index 0000000..b5c1363
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.query.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT VALUE ix FROM Metadata.`FullTextConfig` ix ORDER BY ix.FullTextConfigName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.query.sqlpp
new file mode 100644
index 0000000..8e0d694
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.query.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT VALUE ix FROM Metadata.`FullTextFilter` ix ORDER BY ix.FullTextFilterName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.6.ddl.sqlpp
new file mode 100644
index 0000000..fe59571
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.6.ddl.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 3: Create 3 FullText Indices
+
+USE MyDataVerse;
+
+DROP INDEX MyMessageDataset.message_ft_index_0 IF EXISTS;
+DROP INDEX MyMessageDataset.message_ft_index_1 IF EXISTS;
+DROP INDEX MyMessageDataset.message_ft_index_2 IF EXISTS;
+
+CREATE INDEX message_ft_index_0  IF NOT EXISTS on MyMessageDataset(myMessageBody) TYPE FULLTEXT;
+CREATE INDEX message_ft_index_1  IF NOT EXISTS on MyMessageDataset(myMessageBody) TYPE FULLTEXT USING my_first_stopword_config;
+CREATE INDEX message_ft_index_2  IF NOT EXISTS on MyMessageDataset(myMessageBody) TYPE FULLTEXT USING my_second_stopword_config;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.query.sqlpp
new file mode 100644
index 0000000..f770fee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.query.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT Value v from Metadata.`Index` v WHERE v.DataverseName = "MyDataVerse" ORDER BY v. IndexName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.8.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.8.update.sqlpp
new file mode 100644
index 0000000..c7489da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.8.update.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 4: Insert after index created
+
+USE MyDataVerse;
+
+UPSERT INTO MyMessageDataset ([
+  {
+      "myMessageId":    3,
+      "myMessageBody":  "xxx cute cat"
+  }
+]);
+
+UPSERT INTO MyMessageDataset ([
+  {
+      "myMessageId":    4,
+      "myMessageBody":  "yyy crazy cat"
+  }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.query.sqlpp
new file mode 100644
index 0000000..0387e37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+///////////////////////////////////////
+// Step 5: Select with ft_config
+
+USE MyDataVerse;
+
+// Without FT Config
+SELECT VALUE myMessage from MyMessageDataset myMessage
+    WHERE ftcontains(myMessage.myMessageBody, ["the", "smart", "black"], {"mode":"all"}) ORDER BY myMessage.myMessageId;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/function/issue-2394/issue-2394.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/function/issue-2394/issue-2394.1.ddl.sqlpp
index a1173de..342c74d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/function/issue-2394/issue-2394.1.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/function/issue-2394/issue-2394.1.ddl.sqlpp
@@ -51,6 +51,7 @@
 let temp = (select * from Tweets f where f.user.id_str in (select value fw.followers from Followers fw where fw.twitter_id=user_id)[0]
 and
 spatial_intersect(create_point(f.place.bounding_box.coordinates[0][0][0],f.place.bounding_box.coordinates[0][0][1]),
-create_point(t.place.bounding_box.coordinates[0][0][0],t.place.bounding_box.coordinates[0][0][1])))
+create_point(t.place.bounding_box.coordinates[0][0][0],t.place.bounding_box.coordinates[0][0][1]))
+order by f.id)
 where t.user.id_str = user_id)
 };
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.1.ddl.sqlpp
new file mode 100644
index 0000000..fdfee88
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.1.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse tpcds if exists;
+create dataverse tpcds;
+
+use tpcds;
+
+create dataset item(i_item_sk string not unknown) open type primary key i_item_sk;
+
+create dataset inventory(inv_date_sk string not unknown, inv_item_sk string not unknown,
+  inv_warehouse_sk string not unknown) open type primary key inv_date_sk, inv_item_sk, inv_warehouse_sk;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.2.update.sqlpp
new file mode 100644
index 0000000..f8fe178
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.2.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use tpcds;
+
+set `import-private-functions` `true`;
+
+insert into item (select value object_remove(t, "table_name") from tpcds_datagen("item", 0.5) t);
+
+insert into inventory (select value object_remove(t, "table_name") from tpcds_datagen("inventory", 0.5) t);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.query.sqlpp
new file mode 100644
index 0000000..01158b9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use tpcds;
+
+SELECT ROUND(AVG(inv.inv_quantity_on_hand), 1) qoh, i.i_product_name
+FROM  inventory inv, item i
+WHERE inv.inv_item_sk /*+hash-bcast*/ = i.i_item_sk
+/*+ hash */ GROUP BY i.i_product_name
+ORDER BY qoh, i.i_product_name
+LIMIT 1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.1.ddl.sqlpp
new file mode 100644
index 0000000..308d43d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.1.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test reading Parquet from HDFS
+                 Check Parquet S3 for more tests
+* Expected Res : Success
+* Date         : June 22nd 2020
+* Update Date  : July 26th 2021
+*/
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+
+USE test;
+
+
+CREATE TYPE ParquetType as {
+};
+
+CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
+(
+  ("hdfs"="hdfs://127.0.0.1:31888"),
+  ("path"="/asterix/id_age.parquet"),
+  ("input-format"="parquet-input-format")
+);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.2.query.sqlpp
new file mode 100644
index 0000000..7e332e2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/hdfs/parquet/parquet.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+* Description  : Test reading Parquet from HDFS
+                 Check Parquet S3 for more tests
+* Expected Res : Success
+* Date         : June 22nd 2020
+* Update Date  : July 26th 2021
+*/
+USE test;
+
+SELECT VALUE p
+FROM ParquetDataset p
+ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.01.ddl.sqlpp
new file mode 100644
index 0000000..c454cea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.01.ddl.sqlpp
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE t1 AS { id: int, s_f1: string, s_f2: string?, i_f: int? };
+
+CREATE DATASET ds1(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds2(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds3(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds4(id int not unknown, a string, b int) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds5(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds6(id int not unknown) OPEN TYPE PRIMARY KEY id %with%;
+CREATE DATASET ds7(t1) PRIMARY KEY id %with%;
+
+CREATE INDEX idx1 ON ds1(x: int);
+CREATE INDEX idx2 ON ds2(x: int) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds3(x: int) CAST (DEFAULT NULL);
+
+CREATE INDEX idx5_dt_fmt ON ds5(f_dt_fmt: datetime) CAST (DEFAULT NULL datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY');
+CREATE INDEX idx5_d_fmt ON ds5(f_d_fmt: date) CAST (DEFAULT NULL date 'MM/DD/YYYY');
+CREATE INDEX idx5_t_fmt ON ds5(f_t_fmt: time) CAST (DEFAULT NULL time 'hh:mm:ss.nnna');
+
+CREATE INDEX idx6_dt ON ds6(f_dt: datetime) CAST (DEFAULT NULL);
+CREATE INDEX idx6_d ON ds6(f_d: date) CAST (DEFAULT NULL);
+CREATE INDEX idx6_t ON ds6(f_t: time) CAST (DEFAULT NULL);
+
+CREATE INDEX idx1 ON ds7(s_f2);
+CREATE INDEX idx2 ON ds7(s_f2: string) CAST (DEFAULT NULL);
+CREATE INDEX idx3 ON ds7(s_f2: int) CAST (DEFAULT NULL);
+
+CREATE VIEW view1(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds1;
+CREATE VIEW view2(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds2;
+CREATE VIEW view3(id int, x string, y int) DEFAULT NULL AS SELECT id, x, y FROM ds3;
+CREATE VIEW view4(id int, x int, y int) DEFAULT NULL AS SELECT id, x, y FROM ds4;
+
+CREATE VIEW view5_dt_fmt(id int, f_dt_fmt datetime) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_dt_fmt FROM ds5;
+
+CREATE VIEW view5_d_fmt(id int, f_d_fmt date) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_d_fmt FROM ds5;
+
+CREATE VIEW view5_t_fmt(id int, f_t_fmt time) DEFAULT NULL
+datetime 'MM/DD/YYYY hh:mm:ss.nnna' date 'MM/DD/YYYY' time 'hh:mm:ss.nnna' AS SELECT id, f_t_fmt FROM ds5;
+
+CREATE VIEW view6_dt(id int, f_dt datetime) DEFAULT NULL AS SELECT id, f_dt FROM ds6;
+CREATE VIEW view6_d(id int, f_d date) DEFAULT NULL AS SELECT id, f_d FROM ds6;
+CREATE VIEW view6_t(id int, f_t time) DEFAULT NULL AS SELECT id, f_t FROM ds6;
+
+CREATE VIEW view7_1(id int, s_f2 string, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
+CREATE VIEW view7_2(id int, s_f2 int, i_f int) DEFAULT NULL AS SELECT id, s_f2, i_f FROM ds7;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.02.update.sqlpp
new file mode 100644
index 0000000..1a51639
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.02.update.sqlpp
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO ds1 [
+{"id": 1, "a": "s1", "b": 1, "x": 1, "y": 2},
+{"id": 2, "a": "s2", "b": 2, "x": 2, "y": 1},
+{"id": 3, "a": "s3", "b": 3, "x": 1.1, "y": 2.1},
+{"id": 4, "a": "s4", "b": 4, "x": 2.1, "y": 1.1},
+{"id": 5, "a": "s5", "b": 5,           "y": 1.1},
+{"id": 6, "a": "s6", "b": 6, "x": 3, "y": 3}
+];
+
+INSERT INTO ds2 [
+{"id": 1, "a": "s1", "b": 1, "x": 1, "y": 2},
+{"id": 2, "a": "s2", "b": 2, "x": 2, "y": 1},
+{"id": 3, "a": "s3", "b": 3, "x": 1.1, "y": 2.1},
+{"id": 4, "a": "s4", "b": 4, "x": 2.1, "y": 1.1},
+{"id": 5, "a": "s5", "b": 5,           "y": 1.1},
+{"id": 6, "a": "s6", "b": 6, "x": 33, "y": 3}
+];
+
+INSERT INTO ds3 [
+{"id": 1, "a": "s1", "b": 1, "x": 1, "y": 2},
+{"id": 2, "a": "s2", "b": 2, "x": 2, "y": 1},
+{"id": 3, "a": "s3", "b": 3, "x": 1.1, "y": 2.1},
+{"id": 4, "a": "s4", "b": 4, "x": 2.1, "y": 1.1},
+{"id": 5, "a": "s5", "b": 5,           "y": 1.1},
+{"id": 6, "a": "s6", "b": 6, "x": 333, "y": 3}
+];
+
+INSERT INTO ds4 [
+{"id": 1, "a": "s1", "b": 1, "x": 1, "y": 2},
+{"id": 2, "a": "s2", "b": 2, "x": 2, "y": 1},
+{"id": 3, "a": "s3", "b": 3, "x": 1.1, "y": 2.1},
+{"id": 4, "a": "s4", "b": 4, "x": 2.1, "y": 1.1},
+{"id": 5, "a": "s5", "b": 5,           "y": 1.1},
+{"id": 6, "a": "s6", "b": 6, "x": 3333, "y": 3}
+];
+
+INSERT INTO ds5 [
+{"id": 1, 'f_dt_fmt':'02/20/2020 01:40:41.001am', 'f_d_fmt':'02/20/2020', 'f_t_fmt':'01:40:41.001am'},
+{"id": 2, 'f_dt_fmt':'11/25/2021 10:12:51.999pm', 'f_d_fmt':'11/25/2021', 'f_t_fmt':'10:12:51.999pm'},
+/* Invalid value */
+{"id": 3, 'f_dt_fmt':'a', 'c_date':'b', 'f_t_fmt':'c'},
+{"id": 4, 'f_dt_fmt':'01/20/2019 02:40:41.001pm', 'f_d_fmt':'01/20/2019', 'f_t_fmt':'02:40:41.001pm'},
+{"id": 5, 'f_dt_fmt':null, 'f_d_fmt':null, 'f_t_fmt':null},
+{"id": 6}
+];
+
+INSERT INTO ds6 [
+{"id": 1, 'f_dt':'2020-02-20T01:40:41.001', 'f_d':'2020-02-20', 'f_t':'01:40:41.001'},
+{"id": 2, 'f_dt':'2021-11-25T22:12:51.999', 'f_d':'2021-11-25', 'f_t':'22:12:51.999'},
+/* Invalid value */
+{"id": 3, 'f_dt':'a', 'f_d':'b', 'f_t':'c'},
+{"id": 4, 'f_dt':'2019-01-20T14:40:41.001', 'f_d':'2019-01-20', 'f_t':'14:40:41.001'},
+{"id": 5, 'f_dt':null, 'f_d':null, 'f_t':null},
+{"id": 6}
+];
+
+INSERT INTO ds7 [
+{"id": 1, "s_f1": "s",   "s_f2": "s",   "i_f": 1 },
+{"id": 2, "s_f1": "2",   "s_f2": "2",   "i_f": 2 },
+{"id": 3, "s_f1": "3.5", "s_f2": "3.5", "i_f": 3 },
+{"id": 4, "s_f1": "4",   "s_f2": "4",   "i_f": 4 },
+{"id": 5, "s_f1": "5",   "s_f2": null,   "i_f": null },
+{"id": 6, "s_f1": "" }
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.03.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.03.query.sqlpp
new file mode 100644
index 0000000..56ad29e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.03.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx1 on x is not used since idx1 does not have the CAST modifier and the field x has cast
+SELECT id, x, y FROM view1 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.04.query.sqlpp
new file mode 100644
index 0000000..f9db494
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.04.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx2 on x is used since idx2 has the CAST modifier and the field x has cast
+SELECT id, x, y FROM view2 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.05.query.sqlpp
new file mode 100644
index 0000000..5180871
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.05.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx3 on x is not used since idx3 has the CAST modifier on int and the field x has cast as string
+SELECT id, x, y FROM view3 WHERE x <= "1" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.06.query.sqlpp
new file mode 100644
index 0000000..9508ece
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.06.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx3 on x is not used since idx3 has the CAST modifier and the field x does not have cast
+SELECT id, x, y FROM ds3 WHERE x <= 1 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.07.query.sqlpp
new file mode 100644
index 0000000..e5016c9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.07.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx2 on view2(x) is used. both v4.x and v2.x are int and both v2.x and idx2 use int-default-null.
+SELECT v4.x AS v4x, v2.x AS v2x
+FROM view4 AS v4, view2 AS v2
+WHERE v4.x /*+ indexnl */ = v2.x ORDER BY v4x, v2x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.08.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.08.query.sqlpp
new file mode 100644
index 0000000..2242a50
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.08.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx3 on view3(x) is not used because v3.x uses string-default-null and idx3 uses int-default-null
+SELECT v4.x AS v4x, v3.x AS v3x
+FROM view4 AS v4, view3 AS v3
+WHERE v4.x /*+ indexnl */ = v3.x ORDER BY v4x, v3x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.09.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.09.query.sqlpp
new file mode 100644
index 0000000..5be7fc9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.09.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx1 is not used because idx1 does not have CAST modifier (idx1 is just int and v1.x uses int-default-null).
+SELECT v4.x AS v4x, v1.x AS v1x
+FROM view4 AS v4, view1 AS v1
+WHERE v4.x /*+ indexnl */ = v1.x ORDER BY v4x, v1x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.10.query.sqlpp
new file mode 100644
index 0000000..5be7fc9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.10.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx1 is not used because idx1 does not have CAST modifier (idx1 is just int and v1.x uses int-default-null).
+SELECT v4.x AS v4x, v1.x AS v1x
+FROM view4 AS v4, view1 AS v1
+WHERE v4.x /*+ indexnl */ = v1.x ORDER BY v4x, v1x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.11.query.sqlpp
new file mode 100644
index 0000000..59786c2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.11.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// test that idx2 is not used because idx2 uses int-default-null and ds2.x is just int.
+SELECT v4.x AS v4x, ds2.x AS ds2x
+FROM view4 AS v4, ds2 AS ds2
+WHERE v4.x /*+ indexnl */ = ds2.x ORDER BY v4x, ds2x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.12.query.sqlpp
new file mode 100644
index 0000000..e47124a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.12.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view5_dt_fmt AS v
+WHERE v.f_dt_fmt < datetime('2020-12-20T00:00:00')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.13.query.sqlpp
new file mode 100644
index 0000000..faae08d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.13.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view5_d_fmt AS v
+WHERE v.f_d_fmt < date('2020-12-20')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.14.query.sqlpp
new file mode 100644
index 0000000..3c775d9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.14.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view5_t_fmt AS v
+WHERE v.f_t_fmt < time('18:13:03')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.15.query.sqlpp
new file mode 100644
index 0000000..7b88c3d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.15.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view6_dt AS v
+WHERE v.f_dt < datetime('2020-12-20T00:00:00')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.16.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.16.query.sqlpp
new file mode 100644
index 0000000..5871f2f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.16.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view6_d AS v
+WHERE v.f_d < date('2020-12-20')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.17.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.17.query.sqlpp
new file mode 100644
index 0000000..93f1c88
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.17.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE v
+FROM view6_t AS v
+WHERE v.f_t < time('18:13:03')
+ORDER BY v.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.18.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.18.query.sqlpp
new file mode 100644
index 0000000..29081f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.18.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+// testing that idx5_dt_fmt is used
+SELECT v6.f_dt AS v6f_dt, v5.f_dt_fmt AS v5f_dt_fmt
+FROM view6_dt AS v6, view5_dt_fmt AS v5
+WHERE v6.f_dt /*+ indexnl */ = v5.f_dt_fmt ORDER BY v6f_dt, v5f_dt_fmt;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.19.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.19.query.sqlpp
new file mode 100644
index 0000000..e632e91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.19.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// index idx2 should be used
+SELECT id, s_f2 FROM view7_1 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.20.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.20.query.sqlpp
new file mode 100644
index 0000000..56296e8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.20.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// no index is used (and no result is returned because of incompatible types. s_f2 string vs. 4 int)
+SELECT id, s_f2 FROM view7_1 WHERE s_f2 < 4 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.21.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.21.query.sqlpp
new file mode 100644
index 0000000..7e03ebf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.21.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// no index is used (and no result is returned because of incompatible types. s_f2 int vs. "4" string)
+SELECT id, s_f2 FROM view7_2 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.22.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.22.query.sqlpp
new file mode 100644
index 0000000..f0eece2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.22.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// index idx3 should be used
+SELECT id, s_f2 FROM view7_2 WHERE s_f2 < 4 ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.23.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.23.query.sqlpp
new file mode 100644
index 0000000..4fe0cae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/index-selection/cast-default-null/cast-default-null.23.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+// index idx1 should be used
+set `compiler.indexonly` "false"; // there is an issue with using index only plan where nulls/missings are included
+SELECT id, s_f2 FROM ds7 WHERE s_f2 < "4" ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.1.ddl.sqlpp
new file mode 100644
index 0000000..dd75e79
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.1.ddl.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop  dataverse test if exists;
+create  dataverse test;
+
+use test;
+
+
+create type test.Schema as
+ closed {
+  unique1 : bigint,
+  unique2 : bigint,
+  two : bigint,
+  four : bigint,
+  ten : bigint,
+  twenty : bigint,
+  onePercent : bigint,
+  tenPercent : bigint,
+  twentyPercent : bigint,
+  fiftyPercent : bigint,
+  unique3 : bigint,
+  evenOnePercent : bigint,
+  oddOnePercent : bigint,
+  stringu1 : string,
+  stringu2 : string,
+  string4 : string
+};
+
+create  dataset onektup(Schema) primary key unique2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.2.update.sqlpp
new file mode 100644
index 0000000..e5d85fe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.2.update.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+load  dataset onektup using localfs ((`path`=`asterix_nc1://data/wisc/onektup.adm`),(`format`=`delimited-text`),(`delimiter`=`|`)) pre-sorted;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.3.query.sqlpp
new file mode 100644
index 0000000..6e29bdd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.3.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Cross join: 100 * 100 -> 10,000 tuples
+ */
+
+use test;
+
+select count(*) as cnt
+from onektup cross join onektup as onektup2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.4.query.sqlpp
new file mode 100644
index 0000000..d0be10b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.4.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Cross join: 5 * 5 -> 25 tuples
+ */
+
+use test;
+
+select t1.unique1 x, t2.unique1 y
+from onektup t1 cross join onektup t2
+where t1.twenty = 0 and t2.twenty = 1
+order by x, y;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.5.query.sqlpp
new file mode 100644
index 0000000..2c542f7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-01/cross-join-01.5.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Cross join: 2 * 2 -> 4 tuples
+ */
+
+use test;
+
+select x, y
+from [1,2] x cross join [3, 4] y
+order by x, y;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-02-negative/cross-join-02-negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-02-negative/cross-join-02-negative.1.query.sqlpp
new file mode 100644
index 0000000..92d4678
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/cross-join-02-negative/cross-join-02-negative.1.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: left branch variable is not in scope
+ *           for the right branch of the cross join
+ */
+
+select count(*) as cnt
+from [ [1,2], [3,4] ] as x cross join x as y;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.1.query.sqlpp
new file mode 100644
index 0000000..337226d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.1.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test hash join when values on both side are MISSING
+ */
+
+with
+R as (
+  from range(1, 50000) r
+  select (case when get_year(current_date()) > 0 then missing else r end) as r
+),
+
+S as (
+  from range(1, 50000) s
+  select (case when get_year(current_date()) > 0 then missing else s end) as s
+)
+
+select count(*) cnt
+from R, S
+where R.r = S.s;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.2.query.sqlpp
new file mode 100644
index 0000000..94de090
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/join/hash_join_missing/hash_join_missing.2.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test hash join when values on both side are NULL
+ */
+
+with
+R as (
+  from range(1, 50000) r
+  select (case when get_year(current_date()) > 0 then null else r end) as r
+),
+
+S as (
+  from range(1, 50000) s
+  select (case when get_year(current_date()) > 0 then null else s end) as s
+)
+
+select count(*) cnt
+from R, S
+where R.r = S.s;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.1.query.sqlpp
new file mode 100644
index 0000000..194983d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+-- param max-warnings:json=1000
+
+SELECT
+    parse_json('null') nullVal,
+    parse_json('1') intVal,
+    parse_json('"stringVal"') stringVal,
+    parse_json('3.75') doubleVal,
+    parse_json('{"id": 7, "name": "Jerry", "comment": "\uD83D\uDE22\uD83D\uDE22\uD83D\uDC89\uD83D\uDC89 = 𩸽 😢😢💉💉. Coffee ☕‼️😃. حسنا"}') objectVal,
+    parse_json('[1,2,3]') arrayVal,
+    parse_json(null) nullArgVal,
+    parse_json(missing) missingArgVal,
+    parse_json(1) unexpectedType,
+    parse_json('') emptyString
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.2.query.sqlpp
new file mode 100644
index 0000000..81c7944
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.2.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT parse_json(v) multipleValues
+FROM ['', '{"a":1}', '[1, 2]', '{"c": "test"}', '{"a":3.57}', '["a", "b"]', '{"c":{"d":1}}'] v
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.3.query.sqlpp
new file mode 100644
index 0000000..cd4fc4c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/json-parser/parse-json-function/parse-json-function.3.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+-- param max-warnings:json=1000
+
+SELECT parse_json(v) malformedVal
+FROM ['{"a":}', '[1, 2]', '{"c": "test"}', '{"a":}', '["a", "b"]', '{"c":{"d":1}}'] v
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.query.sqlpp
new file mode 100644
index 0000000..a86df20
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select
+  r,
+  ('foo','bar','foobar') a1,
+  (r,[r],null) a2,
+  (
+    (from [r, r+1] x select value count(x)),
+    (from [r, r+1] x select value sum(x))
+  ) a3,
+  (r,[r]) = [r,[r]] eq
+
+from range(1,2) r
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_06_negative/ordered-list-constructor_06_negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_06_negative/ordered-list-constructor_06_negative.1.query.sqlpp
new file mode 100644
index 0000000..24346b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/list/ordered-list-constructor_06_negative/ordered-list-constructor_06_negative.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Failure expected: need parenthesis around each subquery
+ */
+
+select
+  (
+    from [r, r+1] x select value count(x),
+    from [r, r+1] x select value sum(x)
+  ) x
+
+from range(1,2) r
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/metrics/secondary-index-index-only/secondary-index-index-only.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/metrics/secondary-index-index-only/secondary-index-index-only.1.ddl.sqlpp
index c4d77ca..219f66b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/metrics/secondary-index-index-only/secondary-index-index-only.1.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/metrics/secondary-index-index-only/secondary-index-index-only.1.ddl.sqlpp
@@ -48,4 +48,4 @@
 };
 
 create dataset Customers(CustomerType) primary key cid;
-create index customer_name_idx on Customers(name);
\ No newline at end of file
+create index customer_name_idx on Customers(name) exclude unknown key;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.1.ddl.sqlpp
new file mode 100644
index 0000000..ab247a3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * The query tests fix for ASTERIXDB-3038
+ */
+
+drop dataverse test1 if exists;
+drop dataverse test2 if exists;
+
+create dataverse test1;
+create dataverse test2;
+
+create dataset test1.ds1 (id1 integer not unknown) primary key id1;
+create dataset test2.ds2 (id2 integer not unknown) primary key id2;
+
+create synonym test1.syn1 for test1.ds1;
+create synonym test2.syn2 for test2.ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.2.query.sqlpp
new file mode 100644
index 0000000..a7e1b93
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/metadata_only_02/metadata_only_02.2.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * The query tests fix for ASTERIXDB-3038
+ */
+
+select syn.DataverseName, syn.SynonymName
+from Metadata.`Synonym` as syn
+where syn.ObjectDataverseName in
+  ["test1", "test2"]
+and syn.ObjectName in (
+  select value ds.DatasetName
+  from Metadata.`Dataset` as ds
+  where ds.DataverseName in
+    ["test1", "test2"]
+  and ds.DatasetName in
+    ["ds1", "ds2"])
+  or syn.ObjectName in (
+    select value syn1.SynonymName
+    from Metadata.`Synonym` as syn1
+    where syn1.SynonymName in
+      ["syn1", "syn2"]
+    and syn1.ObjectName in (
+      select value ds1.DatasetName
+      from Metadata.`Dataset` as ds1
+      where ds1.DataverseName in
+        ["test1", "test2"]
+      and ds1.DatasetName in
+        ["ds1", "ds2"]
+    )
+  )
+order by syn.DataverseName, syn.SynonymName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.1.ddl.sqlpp
new file mode 100644
index 0000000..f28ae6b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description: views in a dataverse with a multipart name
+ */
+
+drop  dataverse x.y if exists;
+create  dataverse x.y;
+
+drop  dataverse x.z if exists;
+create  dataverse x.z;
+
+create view x.z.vz as
+  select r from range(0,2) r;
+
+create view x.y.vy as
+  select vz.* from x.z.vz;
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.2.query.sqlpp
new file mode 100644
index 0000000..6293c28
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.2.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description: views in a dataverse with a multipart name
+ */
+
+select value r
+from x.y.vy r
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.3.query.sqlpp
new file mode 100644
index 0000000..de77ed0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/multipart-dataverse/view_1/view_1.3.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description: views in a dataverse with a multipart name
+ */
+
+select DataverseName, DatasetName,
+  ViewDetails.Dependencies Dependencies
+from Metadata.`Dataset`
+where DataverseName like "x%" and DatasetType = "VIEW"
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/delete-syntax-change.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/delete-syntax-change.sqlpp
index 92446a7..9a08aab 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/delete-syntax-change.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/delete-syntax-change.sqlpp
@@ -55,7 +55,6 @@
 
 delete l from LineItem
  where (l.l_orderkey >= 10);
-write output to asterix_nc1:`rttest/dml_delete-syntax-change.adm`
 select element c
 from  LineItem as c
 order by c.l_orderkey,c.l_linenumber
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/insert-syntax.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/insert-syntax.sqlpp
index 59edd0e..c8b3330 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/insert-syntax.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/nested-index-dml/insert-syntax.sqlpp
@@ -45,7 +45,6 @@
 select element {'id':3,'name':'Person Three','hobbies':{{'Blues'}}};
 insert into testds
 select element {'id':4,'name':'Person Four','hobbies':{{'Metal','Jazz'}}};
-write output to asterix_nc1:`rttest/dml_insert-syntax.adm`
 select element d
 from  testds as d
 order by d.id
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.1.query.sqlpp
new file mode 100644
index 0000000..293f824
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.1.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a, d.b ASC;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.10.query.sqlpp
new file mode 100644
index 0000000..38ec82c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.10.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST, d.b DESC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.11.query.sqlpp
new file mode 100644
index 0000000..bf17f9f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.11.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC, d.b DESC;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.12.query.sqlpp
new file mode 100644
index 0000000..acb7ea0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.12.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.13.query.sqlpp
new file mode 100644
index 0000000..616c160
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.13.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST, d.b DESC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.14.query.sqlpp
new file mode 100644
index 0000000..09cc382
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.14.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.15.query.sqlpp
new file mode 100644
index 0000000..09cc382
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.15.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.2.query.sqlpp
new file mode 100644
index 0000000..8c585c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.2.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST, d.b ASC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.3.query.sqlpp
new file mode 100644
index 0000000..31c41ce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.3.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST, d.b ASC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.4.query.sqlpp
new file mode 100644
index 0000000..af5c3c5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.4.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS LAST, d.b ASC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.5.query.sqlpp
new file mode 100644
index 0000000..e48bbf7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.5.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS LAST, d.b ASC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.6.query.sqlpp
new file mode 100644
index 0000000..5566c48
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.6.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC, d.b DESC;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.7.query.sqlpp
new file mode 100644
index 0000000..edb760d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.7.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS FIRST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.8.query.sqlpp
new file mode 100644
index 0000000..5fc05de
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.8.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS FIRST, d.b DESC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.9.query.sqlpp
new file mode 100644
index 0000000..96b33a9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-2/order-by-2.9.query.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS [
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.1.query.sqlpp
new file mode 100644
index 0000000..1d9941f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.1.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Failure: Syntax error
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.2.query.sqlpp
new file mode 100644
index 0000000..40a9cad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-3-negative/order-by-3-negative.2.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Failure: Syntax error
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS NULLS;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.1.ddl.sqlpp
new file mode 100644
index 0000000..4c098ec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create type TestType as {
+   c: bigint
+};
+
+create dataset data(TestType) primary key c;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.query.sqlpp
new file mode 100644
index 0000000..a5af7c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS FIRST, d.b DESC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.query.sqlpp
new file mode 100644
index 0000000..66978dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST, d.b DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.query.sqlpp
new file mode 100644
index 0000000..f0c70cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST, d.b DESC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.query.sqlpp
new file mode 100644
index 0000000..3b6d826
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC, d.b DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.query.sqlpp
new file mode 100644
index 0000000..ec1ec83
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST, d.b DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.query.sqlpp
new file mode 100644
index 0000000..0521b07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST, d.b DESC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.query.sqlpp
new file mode 100644
index 0000000..8e85354
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST, d.b DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.query.sqlpp
new file mode 100644
index 0000000..583b5cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST, d.b DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.2.update.sqlpp
new file mode 100644
index 0000000..a642f52
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.2.update.sqlpp
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO data (
+[
+  {"a":1,"c":1},
+  {"a":1,"b":1,"c":2},
+  {"a":1,"b":NULL,"c":3},
+  {"a":1,"b":2,"c":4},
+
+  {"a":NULL,"c":5},
+  {"a":NULL,"b":3,"c":6},
+  {"a":NULL,"b":NULL,"c":7},
+  {"a":NULL,"b":4,"c":8},
+
+  {"c":9},
+  {"b":5,"c":10},
+  {"b":NULL,"c":11},
+  {"b":6,"c":12},
+
+  {"a":"1","c":13},
+  {"a":"1","b":7,"c":14},
+  {"a":"1","b":NULL,"c":15},
+  {"a":"1","b":8,"c":16},
+
+  {"a":3.0,"c":17},
+  {"a":3.0,"b":9,"c":18},
+  {"a":3.0,"b":NULL,"c":19},
+  {"a":3.0,"b":10,"c":20}
+]
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.query.sqlpp
new file mode 100644
index 0000000..d66429f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a, d.b ASC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.query.sqlpp
new file mode 100644
index 0000000..04644fa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST, d.b ASC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.query.sqlpp
new file mode 100644
index 0000000..6173a3e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST, d.b ASC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.query.sqlpp
new file mode 100644
index 0000000..e25a0c4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS LAST, d.b ASC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.query.sqlpp
new file mode 100644
index 0000000..b630030
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS LAST, d.b ASC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.query.sqlpp
new file mode 100644
index 0000000..fadd49e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC, d.b DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.query.sqlpp
new file mode 100644
index 0000000..aab89f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS FIRST, d.b DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.1.ddl.sqlpp
index 9ac564e..d58c3eb 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.1.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.1.ddl.sqlpp
@@ -17,8 +17,6 @@
  * under the License.
  */
 
-
-
 drop dataverse test if exists;
 create dataverse test;
 
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.3.query.sqlpp
index 3758ff2..44d2a73 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.3.query.sqlpp
@@ -19,8 +19,6 @@
 
 USE test;
 
-
 SELECT VALUE d
 FROM data AS d
-ORDER BY d.a;
-
+ORDER BY d.a;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.4.query.sqlpp
new file mode 100644
index 0000000..538870f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.4.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.5.query.sqlpp
new file mode 100644
index 0000000..e4fe10d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.5.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.6.query.sqlpp
new file mode 100644
index 0000000..243b0f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.6.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.7.query.sqlpp
new file mode 100644
index 0000000..2a3ad56
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.7.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.8.query.sqlpp
new file mode 100644
index 0000000..5b5c067
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by-from-dataset/order-by-from-dataset.8.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.1.query.sqlpp
index 567ca72..16f939d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.1.query.sqlpp
@@ -17,7 +17,6 @@
  * under the License.
  */
 
-
 WITH data AS
 [ {"a":1, "b":2},
   {"a": NULL, "b": 7},
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.2.query.sqlpp
new file mode 100644
index 0000000..0c70a22
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.3.query.sqlpp
new file mode 100644
index 0000000..0a77b97
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a ASC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.4.query.sqlpp
new file mode 100644
index 0000000..5c345cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.4.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.5.query.sqlpp
new file mode 100644
index 0000000..efbeb55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.5.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS FIRST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.6.query.sqlpp
new file mode 100644
index 0000000..2f26dc1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/null-missing/order-by/order-by.6.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH data AS
+[ {"a":1, "b":2},
+  {"a": NULL, "b": 7},
+  {"b":4},
+  {"a": "1", "b":8},
+  {"a": 3.0, "b":9}
+]
+
+SELECT VALUE d
+FROM data AS d
+ORDER BY d.a DESC NULLS LAST;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/numeric/round-half-up/round-half-up.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/numeric/round-half-up/round-half-up.1.query.sqlpp
new file mode 100644
index 0000000..2a2c2ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/numeric/round-half-up/round-half-up.1.query.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+with lst as [
+  float(10.51),
+  float(20.59),
+  double(30.51),
+  double(40.59),
+  float("INF"),
+  double("-INF"),
+  int8(8),
+  int16(16),
+  int32(32),
+  int64(64)
+]
+
+select r, round_half_up(v, 1) v1, round_half_up(-v, 1) v2
+from range( 0, len(lst)-1 ) r
+let v = lst[r]
+order by r;
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/ObjectsQueries.xml b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/ObjectsQueries.xml
index bb51b39..623237b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/ObjectsQueries.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/ObjectsQueries.xml
@@ -111,7 +111,7 @@
     <compilation-unit name="no_fieldname_constr">
       <output-dir compare="Text">no_fieldname_constr</output-dir>
       <expected-warn>Encountered a cross product join (in line 27, at column 22)</expected-warn>
-      <expected-warn>Duplicate field name "a" (in line 31, at column 24)</expected-warn>
+      <expected-warn>Duplicate field name 'a' (in line 31, at column 24)</expected-warn>
     </compilation-unit>
   </test-case>
   <test-case FilePath="objects">
@@ -120,9 +120,15 @@
       <expected-error>ASX1001: Syntax error: Cannot infer field name</expected-error>
     </compilation-unit>
   </test-case>
-  <test-case FilePath="objects">
+  <test-case FilePath="objects" check-warnings="true">
     <compilation-unit name="object_concat">
       <output-dir compare="Text">object_concat</output-dir>
+      <expected-warn>ASX0013: Duplicate field name 'v'</expected-warn>
+    </compilation-unit>
+  </test-case>
+  <test-case FilePath="objects">
+    <compilation-unit name="object_concat_with_array">
+      <output-dir compare="Text">object_concat_with_array</output-dir>
     </compilation-unit>
   </test-case>
   <test-case FilePath="objects">
@@ -194,7 +200,12 @@
   <test-case FilePath="objects" check-warnings="true">
     <compilation-unit name="closed-closed-fieldname-conflict_issue173">
       <output-dir compare="Text">closed-closed-fieldname-conflict_issue173</output-dir>
-      <expected-warn>Duplicate field name "name" (in line 30, at column 16)</expected-warn>
+      <expected-warn>Duplicate field name 'name' (in line 30, at column 16)</expected-warn>
+    </compilation-unit>
+  </test-case>
+  <test-case FilePath="objects" check-warnings="true">
+    <compilation-unit name="open-object-constructor-with-missing-field-name">
+      <output-dir compare="Text">open-object-constructor-with-missing-field-name</output-dir>
     </compilation-unit>
   </test-case>
   <test-case FilePath="objects" check-warnings="true">
@@ -222,15 +233,15 @@
   <test-case FilePath="objects" check-warnings="true">
     <compilation-unit name="object_duplicate_fields">
       <output-dir compare="Text">object_duplicate_fields</output-dir>
-      <expected-warn>Duplicate field name "name" (in line 27, at column 1)</expected-warn>
-      <expected-warn>Duplicate field name "Name" (in line 29, at column 1)</expected-warn>
-      <expected-warn>Duplicate field name "name" (in line 31, at column 1)</expected-warn>
-      <expected-warn>Duplicate field name "name" (in line 22, at column 30)</expected-warn>
-      <expected-warn>Duplicate field name "id" (in line 22, at column 56)</expected-warn>
-      <expected-warn>Duplicate field name "f1" (in line 22, at column 70)</expected-warn>
-      <expected-warn>Duplicate field name "id" (in line 22, at column 56)</expected-warn>
-      <expected-warn>Duplicate field name "f1" (in line 22, at column 83)</expected-warn>
-      <expected-warn>Duplicate field name "fname1" (in line 25, at column 45)</expected-warn>
+      <expected-warn>Duplicate field name 'name' (in line 27, at column 1)</expected-warn>
+      <expected-warn>Duplicate field name 'Name' (in line 29, at column 1)</expected-warn>
+      <expected-warn>Duplicate field name 'name' (in line 31, at column 1)</expected-warn>
+      <expected-warn>Duplicate field name 'name' (in line 22, at column 30)</expected-warn>
+      <expected-warn>Duplicate field name 'id' (in line 22, at column 56)</expected-warn>
+      <expected-warn>Duplicate field name 'f1' (in line 22, at column 70)</expected-warn>
+      <expected-warn>Duplicate field name 'id' (in line 22, at column 56)</expected-warn>
+      <expected-warn>Duplicate field name 'f1' (in line 22, at column 83)</expected-warn>
+      <expected-warn>Duplicate field name 'fname1' (in line 25, at column 45)</expected-warn>
     </compilation-unit>
   </test-case>
 </test-group>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.2.query.sqlpp
new file mode 100644
index 0000000..775c79a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.2.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT VALUE
+[
+  is_null(object_concat([])),
+  is_null(object_concat([null])),
+  is_missing(object_concat([missing])),
+  is_null(object_concat([{"a":1}, null])),
+  is_missing(object_concat([{"a":1}, null, missing])),
+  is_null(object_concat([{"a":1}, 1])),
+  is_null(object_concat([{"a":1}, []])),
+  object_concat([{"a":1, "b":"x"}]),
+  object_concat([{"a":1, "b":"x" }, {"c":true, "d":false}, {"e":null}] ),
+  object_concat([{"a":1, "b":"x", "c":true }, {"a":2, "b":"y" }, {"b":null}]),
+  object_concat([{"a":1, "b": { "x":2, "y":3 } }, {"a":10, "b": { "x":4, "y":5 } }, {"a":100}]),
+  object_concat([{"a":1, "b": { "x":2, "y":3 } }, {"a":10, "b": { "x":4, "y":5 } }, {"a":100, "b": { "x":400, "y":500 } }])
+]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.3.query.sqlpp
new file mode 100644
index 0000000..ddfa0d2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+SELECT VALUE
+object_concat((
+   SELECT VALUE object_add({}, i.id, i.label)
+   FROM  [{"id":"test","label":"val"},{"id":"test2","label":"val1"}, {"id":"test2","label":"val2"}] i
+))
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.4.query.sqlpp
new file mode 100644
index 0000000..ba22920
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat/object_concat.4.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// test that object_concat() issues a warning when encountering a duplicate field
+
+// requesttype=application/json
+// param max-warnings:json=10
+WITH t AS (
+SELECT v AS v
+FROM [{"id": 1, "f": 3}, {"id": 2, "f": 3}] AS v
+)
+SELECT OBJECT_CONCAT(t);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.01.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.01.ddl.sqlpp
new file mode 100644
index 0000000..26e1cf3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.01.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+// test that object_concat() accepts and processes a single list of records argument
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE flat_t AS {a: int, b: string};
+CREATE TYPE nesting_t AS {x: {a: int, b: string}, y: [flat_t]};
+
+CREATE TYPE t1 AS {id: int, array_nesting_rec: [nesting_t], array_flat_rec: [flat_t]};
+CREATE DATASET ds(t1) PRIMARY KEY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.02.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.02.update.sqlpp
new file mode 100644
index 0000000..6051c9a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.02.update.sqlpp
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO ds [
+{"id": 1  ,"array_nesting_rec": [{"x": {"a": 3, "b": "3"}, "y": [{"a": 3, "b": "3"}]},
+                                 {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]},
+                                 {"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]}]
+          ,"array_flat_rec": [{"a": 3, "b": "3"},
+                              {"a": 2, "b": "2"},
+                              {"a": 1, "b": "1"}]
+          ,"optional_field1": [{"x": {"a": 3, "b": "3"}, "y": [{"a": 3, "b": "3"}]},
+                               {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]},
+                               {"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]}]
+          ,"optional_field2": [{"a": 3, "b": "3"},
+                               {"a": 2, "b": "2"},
+                               {"a": 1, "b": "1"}]
+},
+{"id": 2  ,"array_nesting_rec": [{"x": {"a": 3, "b": "3"}, "y": [{"a": 3, "b": "3"}]},
+                                 {"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]},
+                                 {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]}]
+          ,"array_flat_rec": [{"a": 3, "b": "3"},
+                              {"a": 1, "b": "1"},
+                              {"a": 2, "b": "2"}]
+          ,"optional_field1": [{"x3": {"a": 3, "b": "3"}, "y3": [{"a": 3, "b": "3"}]},
+                               {"x1": {"a": 1, "b": "1"}, "y1": [{"a": 1, "b": "1"}]},
+                               {"x2": {"a": 2, "b": "2"}, "y2": [{"a": 2, "b": "2"}]}]
+          ,"optional_field2": [1,
+                               {"a": 1, "b": "1"},
+                               "3"]
+},
+{"id": 3  ,"array_nesting_rec": [{"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]},
+                                 {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]},
+                                 {"x": {"a": 3, "b": "3"}, "y": [{"a": 3, "b": "3"}]}]
+          ,"array_flat_rec": [{"a": 1, "b": "1"},
+                              {"a": 2, "b": "2"},
+                              {"a": 3, "b": "3"}]
+          ,"optional_field1": 5
+          ,"optional_field2": [{"x1": {"a": 1, "b": "1"}, "y1": [{"a": 1, "b": "1"}]},
+                               {"x2": {"a": 2, "b": "2"}, "y2": [{"a": 2, "b": "2"}]},
+                               {"x3": {"a": 3, "b": "3"}, "y3": [{"a": 3, "b": "3"}]}]
+},
+{"id": 4  ,"array_nesting_rec": [{"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]},
+                                 {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]},
+                                 {"x": {"a": 4, "b": "4"}, "y": [{"a": 4, "b": "4"}]}]
+          ,"array_flat_rec": [{"a": 1, "b": "1"},
+                              {"a": 2, "b": "2"},
+                              {"a": 4, "b": "4"}]
+          ,"optional_field1": {"x": {"a": 4, "b": "4"}, "y": [{"a": 4, "b": "4"}]}
+          ,"optional_field2": {"a": 4, "b": "4"}
+},
+{"id": 5  ,"array_nesting_rec": [{"x": {"a": 1, "b": "1"}, "y": [{"a": 1, "b": "1"}]},
+                                 {"x": {"a": 2, "b": "2"}, "y": [{"a": 2, "b": "2"}]},
+                                 {"x": {"a": 5, "b": "5"}, "y": [{"a": 5, "b": "5"}]}]
+          ,"array_flat_rec": [{"a": 1, "b": "1"},
+                              {"a": 2, "b": "2"},
+                              {"a": 5, "b": "5"}]
+          ,"optional_field1": null
+          /*"optional_field2": missing*/
+}
+];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.03.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.03.query.sqlpp
new file mode 100644
index 0000000..89bc6f7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.03.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+
+FROM ds SELECT id, object_concat(array_nesting_rec) AS oc ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.04.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.04.query.sqlpp
new file mode 100644
index 0000000..b877817
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.04.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+
+FROM ds SELECT id, object_concat(array_flat_rec) AS oc ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.05.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.05.query.sqlpp
new file mode 100644
index 0000000..b933712
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.05.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+
+FROM ds SELECT id, object_concat(optional_field1) AS oc ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.06.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.06.query.sqlpp
new file mode 100644
index 0000000..c5d5ab4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.06.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+
+FROM ds SELECT id, object_concat(optional_field2) AS oc ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.07.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.07.query.sqlpp
new file mode 100644
index 0000000..5611a1d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.07.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+USE test;
+
+FROM ds SELECT id, object_concat(optional_field1, optional_field2) AS oc ORDER BY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.99.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.99.ddl.sqlpp
new file mode 100644
index 0000000..36b2bab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/object_concat_with_array/object_concat_with_array.99.ddl.sqlpp
@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.query.sqlpp
new file mode 100644
index 0000000..8a892ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+FROM [{"fieldName": "status", "fieldValue": "shipped"}, {"fieldValue": "pending"}] AS g
+SELECT VALUE { g.fieldName : g.fieldValue};
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.query.sqlpp
new file mode 100644
index 0000000..e132460
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.query.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+WITH src AS [
+   { "category_name": "Video Card", "status": "Shipped", "order_id": 1, "order_value": 10 },
+   { "category_name": "Video Card", "status": "Shipped", "order_id": 2, "order_value": 20 },
+   { "category_name": "Video Card", "status": "Cancelled", "order_id": 3, "order_value": 30 },
+   { "category_name": "Video Card", "status": "Cancelled", "order_id": 4, "order_value": 40 },
+   { "category_name": "Video Card", "status": "Pending", "order_id": 5, "order_value": 50 },
+   { "category_name": "Video Card", "status": "Pending", "order_id": 6, "order_value": 50 },
+   { "category_name": "Storage", "status": "Shipped", "order_id": 11, "order_value": 110 },
+   { "category_name": "Storage", "status": "Shipped", "order_id": 12, "order_value": 120 },
+   { "category_name": "Storage", "status": "Cancelled", "order_id": 13, "order_value": 130 },
+   { "category_name": "Storage", "status": "Cancelled", "order_id": 14, "order_value": 140 },
+   { "category_name": "Storage", "status": "Pending", "order_id": 15, "order_value": 150 },
+   { "category_name": "Storage", "status": "Pending", "order_id": 16, "order_value": 160 }
+],
+t1 AS (
+   select category_name, status, count(order_id) orders, sum(order_value) sales
+   from src
+   group by category_name, status
+)
+SELECT status, v.*
+FROM t1 group BY status GROUP AS g
+let v = OBJECT_CONCAT((
+    SELECT VALUE { g.t1.category_name || " Orders": g.t1.orders, g.t1.UNKNOWN_FIELD || " Sales": g.t1.sales } FROM g
+))
+ORDER BY status;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.1.ddl.sqlpp
deleted file mode 100644
index 8b1303f..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.1.ddl.sqlpp
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/id_age.parquet"),
-  ("input-format"="parquet-input-format")
-);
-
-CREATE EXTERNAL DATASET ParquetDataset2(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/id_age.parquet"),
-  ("input-format"="parquet-input-format")
-);
-
-CREATE EXTERNAL DATASET ParquetDataset3(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/id_name_comment.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.10.query.sqlpp
deleted file mode 100644
index 828b598..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.10.query.sqlpp
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get only name and age
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT p1.age, p2.name
-FROM ParquetDataset p1, ParquetDataset3 p2
-WHERE p1.id = p2.id
-ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.11.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.11.ddl.sqlpp
deleted file mode 100644
index e9a8b3f..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.11.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get common field
-* Expected Res : Success
-* Date         : August 30 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/dummy_tweet.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.12.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.12.update.sqlpp
deleted file mode 100644
index c5796e0..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.12.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get common field
-* Expected Res : Success
-* Date         : August 30 2020
-*/
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.13.query.sqlpp
deleted file mode 100644
index 10d0788..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.13.query.sqlpp
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get common field
-* Expected Res : Success
-* Date         : August 30 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT p.user.id, p.user.name
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.14.query.sqlpp
deleted file mode 100644
index f726e8d..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.14.query.sqlpp
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get common field
-* Expected Res : Success
-* Date         : August 30 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT p.user.id, p.user.name
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.2.update.sqlpp
deleted file mode 100644
index 8e71a42..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.3.query.sqlpp
deleted file mode 100644
index 4ba4649..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.3.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 This case, the expression 'p.id' should not be pushed down
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT VALUE p
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.4.query.sqlpp
deleted file mode 100644
index cea66ff..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.4.query.sqlpp
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 This case, the expression 'p.id' should not be pushed down
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT VALUE p
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.5.query.sqlpp
deleted file mode 100644
index 9492cdb..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.5.query.sqlpp
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 This case, the expression 'p.id' should not be pushed down
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT VALUE p
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.6.query.sqlpp
deleted file mode 100644
index d24c258..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.6.query.sqlpp
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 In this join, 'p2.id' should be pushed down, but not 'p1.id'
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT p1, p2.id
-FROM ParquetDataset p1, ParquetDataset2 p2
-WHERE p1.id = p2.id
-ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.7.query.sqlpp
deleted file mode 100644
index eb2d8e9..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.7.query.sqlpp
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 In this join, 'p2.id' should be pushed down, but not 'p1.id'
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT p1, p2.id
-FROM ParquetDataset p1, ParquetDataset2 p2
-WHERE p1.id = p2.id
-ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.8.query.sqlpp
deleted file mode 100644
index 4e60665..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.8.query.sqlpp
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Do not pushdown if the whole record was requested
-                 In this join, 'p2.id' should be pushed down, but not 'p1.id'
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT p1, p2.id
-FROM ParquetDataset p1, ParquetDataset2 p2
-WHERE p1.id = p2.id
-ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.9.query.sqlpp
deleted file mode 100644
index 069c26a..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/expression-pushdown/expression-pushdown.9.query.sqlpp
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Get only name and age
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT p1.age, p2.name
-FROM ParquetDataset p1, ParquetDataset3 p2
-WHERE p1.id = p2.id
-ORDER BY p2.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.1.ddl.sqlpp
deleted file mode 100644
index 1e24678..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Requesting non-existing fields should not fail
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/dummy_tweet.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.2.update.sqlpp
deleted file mode 100644
index 48ae519..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Requesting non-existing fields should not fail
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.3.query.sqlpp
deleted file mode 100644
index 1715bba..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/missing-fields/missing-fields.3.query.sqlpp
+++ /dev/null
@@ -1,27 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Requesting non-existing fields should not fail
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT p.not_a_field1 IS MISSING as f1, p.user.not_a_field2 IS MISSING as f2
-FROM ParquetDataset p
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp
deleted file mode 100644
index 7fc6176..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from different Parquet files with different schemas
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/id_name.parquet,/asterix/id_age.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.2.update.sqlpp
deleted file mode 100644
index a4fe4c5..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from different Parquet files with different schemas
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp
deleted file mode 100644
index 910f20c..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/multi-file-multi-schema/multi-file-multi-schema.3.query.sqlpp
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from different Parquet files with different schemas
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT VALUE p
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.1.ddl.sqlpp
deleted file mode 100644
index db6c4d9..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/dummy_tweet.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.2.update.sqlpp
deleted file mode 100644
index 334beeb..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.3.query.sqlpp
deleted file mode 100644
index a429b73..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.3.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-SELECT VALUE object_concat(p.coordinates, p.user).name
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.4.query.sqlpp
deleted file mode 100644
index dd114e6..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.4.query.sqlpp
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT VALUE object_concat(p.coordinates, p.user).name
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.5.query.sqlpp
deleted file mode 100644
index 06bd91c..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.5.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-SELECT VALUE object_concat(p.coordinates, p.user)
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.6.query.sqlpp
deleted file mode 100644
index 0b42622..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/object-concat/object-concat.6.query.sqlpp
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Concat two objects after pushdown
-* Expected Res : Success
-* Date         : September 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-EXPLAIN
-SELECT VALUE object_concat(p.coordinates, p.user)
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp
deleted file mode 100644
index 20454cb..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from a Parquet file
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/dummy_tweet.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.2.update.sqlpp
deleted file mode 100644
index 6b0c1e9..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from a Parquet file
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.3.query.sqlpp
deleted file mode 100644
index 51a7b3e..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-all-fields/select-all-fields.3.query.sqlpp
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve all fields from a Parquet file
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT VALUE p
-FROM ParquetDataset p
-ORDER BY p.id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp
deleted file mode 100644
index 17ebc63..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of texts in all tweets
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/dummy_tweet.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.2.update.sqlpp
deleted file mode 100644
index c39aabc..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of texts in all tweets
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp
deleted file mode 100644
index 491d789..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.3.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of texts in all tweets (with expression pushdown)
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT VALUE count(p.text)
-FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp
deleted file mode 100644
index 84639bf..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.4.query.sqlpp
+++ /dev/null
@@ -1,27 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of texts in all tweets
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT VALUE count(p.text)
-FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp
deleted file mode 100644
index dddb9b3..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.5.query.sqlpp
+++ /dev/null
@@ -1,27 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of users
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SELECT VALUE count(p.user.name)
-FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.6.query.sqlpp
deleted file mode 100644
index 76ac0ce..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/select-count-one-field/select-count-one-field.6.query.sqlpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Retrieve the number of users (with expression pushdown)
-* Expected Res : Success
-* Date         : June 22nd 2020
-*/
-USE test;
-
-SET `compiler.external.field.pushdown` "true";
-
-SELECT VALUE count(p.user.name)
-FROM ParquetDataset p;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp
deleted file mode 100644
index 650e3a0..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.1.ddl.sqlpp
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Test Standard UTF-8
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-
-DROP DATAVERSE test IF EXISTS;
-CREATE DATAVERSE test;
-
-USE test;
-
-
-CREATE TYPE ParquetType as {
-};
-
-CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING hdfs
-(
-  ("hdfs"="hdfs://127.0.0.1:31888"),
-  ("path"="/asterix/id_name_comment.parquet"),
-  ("input-format"="parquet-input-format")
-);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.2.update.sqlpp
deleted file mode 100644
index 01270f3..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.2.update.sqlpp
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Test Standard UTF-8
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.3.query.sqlpp
deleted file mode 100644
index f849a1f..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/parquet/string-standard-utf8/string-standard-utf8.3.query.sqlpp
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/*
-* Description  : Test Standard UTF-8
-* Expected Res : Success
-* Date         : August 30th 2020
-*/
-USE test;
-
-SELECT VALUE array_count(split(trim(p.comment),"𩸽"))
-FROM ParquetDataset p
-WHERE contains(p.comment, "𩸽");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.1.ddl.sqlpp
new file mode 100644
index 0000000..fb19ba8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.1.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE    TestDataverse IF EXISTS;
+CREATE DATAVERSE  TestDataverse;
+USE               TestDataverse;
+
+CREATE TYPE       TestType AS {
+  _id: uuid
+};
+
+CREATE DATASET    Dataset1 (TestType)
+PRIMARY KEY       _id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.2.update.sqlpp
new file mode 100644
index 0000000..97cda55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.2.update.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE               TestDataverse;
+
+INSERT INTO       Dataset1 [
+    { "items": [], "other_items": [1, 2, 3] },
+    { "items": null, "other_items": [1, 2, 3] },
+    { "other_items": [1, 2, 3] },
+    { "items": [1, 2, 3], "other_items": [1, 2, 3 ] },
+    { "items": [1, 2], "other_items": [1, 2, 3] },
+    { "items": [1, 2, 3, 4], "other_items": [1, 2, 3] }
+];
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.3.query.sqlpp
new file mode 100644
index 0000000..1c87dbf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE       TestDataverse;
+FROM      Dataset1 D
+WHERE     ANY AND EVERY I IN D.items
+          SATISFIES I BETWEEN 1 AND 3
+SELECT    D.items
+ORDER BY  D.items;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.4.query.sqlpp
new file mode 100644
index 0000000..85bf8c4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/quantifiers/any_and_every_01/any_and_every_01.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE       TestDataverse;
+FROM      Dataset1 D
+WHERE     ANY AND EVERY I IN D.items, J IN D.other_items
+          SATISFIES I BETWEEN 1 AND 3 AND J BETWEEN 1 AND 3
+SELECT    D.items, D.other_items
+ORDER BY  D.items, D.other_items;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.1.sto.cmd b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.1.sto.cmd
index 7ddaa20..ee4684a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.1.sto.cmd
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.1.sto.cmd
@@ -16,4 +16,4 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-nc:asterix_nc1 /addReplica 0 asterix_nc2
\ No newline at end of file
+nc:asterix_nc1 /addReplica 1 asterix_nc2
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.2.pollget.http b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.2.pollget.http
index c007931..178c5a0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.2.pollget.http
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.2.pollget.http
@@ -19,4 +19,4 @@
 //polltimeoutsecs=30
 //prettifyjsonresult=true
 
-nc:asterix_nc1 /admin/storage/partition/0
\ No newline at end of file
+nc:asterix_nc1 /admin/storage/partition/1
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.3.post.http b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.3.post.http
index 86363c0..cae5bd5 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.3.post.http
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.3.post.http
@@ -16,6 +16,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-# param partition=0
+# param partition=1
 
 nc:asterix_nc1 /admin/storage/release
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.4.get.http b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.4.get.http
index 53d75bc..bb4a566 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.4.get.http
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/replication/release_partition/release_partition.4.get.http
@@ -18,4 +18,4 @@
  */
 //prettifyjsonresult=true
 
-nc:asterix_nc1:19004 /admin/storage/partition/0
\ No newline at end of file
+nc:asterix_nc1:19004 /admin/storage/partition/1
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_01/alltypes_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_01/alltypes_01.4.query.sqlpp
new file mode 100644
index 0000000..21f37f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_01/alltypes_01.4.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+{
+  "t1_array_of_unknown": [ null, missing ],
+  "t2_multiset_of_unknown": {{ null, missing }}
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_02.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_02.sqlpp
index ddf1991..f0d8a4f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_02.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/scan/alltypes_02.sqlpp
@@ -59,7 +59,6 @@
 
 create external  dataset `All`(AllType) using localfs((`path`=`asterix_nc1://data/nontagged/allData.json`),(`format`=`adm`));
 
-write output to asterix_nc1:`rttest/scan_alltypes_02.adm`
 select element a
 from  `All` as a
 ;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.ddl.sqlpp
new file mode 100644
index 0000000..aefab51
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.2.update.sqlpp
new file mode 100644
index 0000000..a56ea7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.2.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+LOAD DATASET ParkSet USING localfs((`path`=`asterix_nc1://data/spatial/parks.json`),(`format`=`adm`));
+LOAD DATASET LakeSet USING localfs((`path`=`asterix_nc1://data/spatial/lakes.json`),(`format`=`adm`));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.3.query.sqlpp
new file mode 100644
index 0000000..4c521a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/hints_spatial_partitioning/hints_spatial_partitioning.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ spatial_intersect(ps.geom, ls.geom);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.ddl.sqlpp
new file mode 100644
index 0000000..aefab51
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.2.update.sqlpp
new file mode 100644
index 0000000..a56ea7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.2.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+LOAD DATASET ParkSet USING localfs((`path`=`asterix_nc1://data/spatial/parks.json`),(`format`=`adm`));
+LOAD DATASET LakeSet USING localfs((`path`=`asterix_nc1://data/spatial/lakes.json`),(`format`=`adm`));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.3.query.sqlpp
new file mode 100644
index 0000000..f123788
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE spatial_intersect(ps.geom, ls.geom);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.1.ddl.sqlpp
new file mode 100644
index 0000000..5ba0acb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE RectangleType AS CLOSED {
+    id: uuid,
+    name: string,
+    g: rectangle
+};
+
+CREATE DATASET RectangleDataset(RectangleType) PRIMARY KEY id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.2.update.sqlpp
new file mode 100644
index 0000000..1876c09
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.2.update.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO RectangleDataset {"name":"r1", "g":create_rectangle(create_point(0.0,0.0),create_point(1.0,1.0))};
+INSERT INTO RectangleDataset {"name":"r1", "g":create_rectangle(create_point(0.0,0.0),create_point(1.0,1.0))};
+INSERT INTO RectangleDataset {"name":"r2", "g":create_rectangle(create_point(2.0,2.0),create_point(3.0,3.0))};
+INSERT INTO RectangleDataset {"name":"r2", "g":create_rectangle(create_point(2.0,2.0),create_point(3.0,3.0))};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.3.query.sqlpp
new file mode 100644
index 0000000..d07707c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_projection_check/spatial_join_projection_check.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT r1.name
+FROM RectangleDataset r1, RectangleDataset r2
+WHERE spatial_intersect(r1.g, r2.g)
+ORDER BY r1.name;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.ddl.sqlpp
new file mode 100644
index 0000000..aefab51
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.ddl.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.2.update.sqlpp
new file mode 100644
index 0000000..a56ea7f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.2.update.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+LOAD DATASET ParkSet USING localfs((`path`=`asterix_nc1://data/spatial/parks.json`),(`format`=`adm`));
+LOAD DATASET LakeSet USING localfs((`path`=`asterix_nc1://data/spatial/lakes.json`),(`format`=`adm`));
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.3.query.sqlpp
new file mode 100644
index 0000000..4c521a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.3.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ spatial_intersect(ps.geom, ls.geom);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.ddl.sqlpp
new file mode 100644
index 0000000..5550d51
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.ddl.sqlpp
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+-- Make Park type
+CREATE TYPE ParkType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Lake type
+CREATE TYPE LakeType as closed {
+    id: int32,
+    geom: rectangle
+};
+
+-- Make Park dataset
+CREATE DATASET ParkSet (ParkType) primary key id;
+
+-- Make Lake dataset
+CREATE DATASET LakeSet (LakeType) primary key id;
+
+-- Type for the geometry datasets
+CREATE TYPE GeomType AS{
+  id : int,
+  geom : geometry
+};
+
+-- Create datasets
+CREATE DATASET ParkSetG (GeomType) primary key id;
+CREATE DATASET LakeSetG (GeomType) primary key id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.2.update.sqlpp
new file mode 100644
index 0000000..2834e20
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.2.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+LOAD DATASET ParkSet USING localfs((`path`=`asterix_nc1://data/spatial/parks.json`),(`format`=`adm`));
+LOAD DATASET LakeSet USING localfs((`path`=`asterix_nc1://data/spatial/lakes.json`),(`format`=`adm`));
+-- make geometries and insert into new datasets
+insert into LakeSetG select id, st_make_envelope(get_x (get_points (geom)[0]) ,get_y (get_points (geom)[0]) ,get_x (get_points (geom)[1]) ,get_y (get_points (geom)[1]) , 4326) geom from LakeSet;
+insert into ParkSetG select id, st_make_envelope(get_x (get_points (geom)[0]) ,get_y (get_points (geom)[0]) ,get_x (get_points (geom)[1]) ,get_y (get_points (geom)[1]) , 4326) geom from ParkSet;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.3.query.sqlpp
new file mode 100644
index 0000000..2b59fc5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+FROM ParkSetG AS ps LEFT OUTER JOIN LakeSetG AS ls
+ON st_intersects(ps.geom, ls.geom)
+SELECT COUNT(*);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.1.query.sqlpp
new file mode 100644
index 0000000..9f94406
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test IN (scalar) in SQL-compat mode
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select value r
+from range(0, 3) r
+where r in (2)
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.2.query.sqlpp
new file mode 100644
index 0000000..9a9c282
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.2.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test IN scalar in SQL-compat mode
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select value r
+from range(0, 3) r
+where r in 2
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.3.query.sqlpp
new file mode 100644
index 0000000..c6be9b3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.3.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test NOT IN (scalar) in SQL-compat mode
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select value r
+from range(0, 3) r
+where r not in (2)
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.4.query.sqlpp
new file mode 100644
index 0000000..e706c07
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/in_non_list_01/in_non_list_01.4.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test NOT IN scalar in SQL-compat mode
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select value r
+from range(0, 3) r
+where r not in 2
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.1.ddl.sqlpp
new file mode 100644
index 0000000..909b74c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.1.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Test that outer join emits NULLs for non-matching values */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create dataset ds1(id int) open type primary key id;
+
+create dataset ds2(id int) open type primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.2.update.sqlpp
new file mode 100644
index 0000000..65e9d54
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.2.update.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+insert into ds1 ({"id": 1, "a": 1, "b": 1 });
+insert into ds1 ({"id": 2, "a": 1, "b": 2 });
+insert into ds1 ({"id": 3, "a": 2, "b": 3 });
+insert into ds1 ({"id": 4, "a": 2, "b": 4 });
+insert into ds1 ({"id": 5, "a": 3, "b": 5 });
+insert into ds1 ({"id": 6, "a": 3, "b": 6 });
+insert into ds1 ({"id": 7, "a": 4, "b": 7 });
+
+insert into ds2 ({"id": 100, "x": 2, "y": 100 });
+insert into ds2 ({"id": 101, "x": 2, "y": 101 });
+insert into ds2 ({"id": 102, "x": 3, "y": 102 });
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.3.query.sqlpp
new file mode 100644
index 0000000..c2edfe6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.3.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Left outer join / Hash */
+
+use test;
+
+select ds1.b, ds2.y
+from ds1 left outer join ds2 on ds1.a = ds2.x
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.4.query.sqlpp
new file mode 100644
index 0000000..3f85f0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.4.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Right outer join / Hash */
+
+use test;
+
+select ds1.b, ds2.y
+from ds2 right outer join ds1 on ds1.a = ds2.x
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.5.query.sqlpp
new file mode 100644
index 0000000..6ae5a89
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.5.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Left outer join / NL */
+
+use test;
+
+select ds1.b, ds2.y
+from ds1 left outer join ds2 on (ds1.a - ds2.x >= 0 and ds2.x - ds1.a >= 0)
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.6.query.sqlpp
new file mode 100644
index 0000000..e4a5ef5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.6.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Right outer join / NL */
+
+use test;
+
+select ds1.b, ds2.y
+from ds2 right outer join ds1 on (ds1.a - ds2.x >= 0 and ds2.x - ds1.a >= 0)
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.7.ddl.sqlpp
new file mode 100644
index 0000000..a58785a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.7.ddl.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+create index idx_x on ds2(x:int);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.8.query.sqlpp
new file mode 100644
index 0000000..279ed0f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.8.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Left outer join / Index-NL  */
+
+use test;
+
+select ds1.b, ds2.y
+from ds1 left outer join ds2 on bigint(ds1.a) /* +indexnl */ = ds2.x
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.9.query.sqlpp
new file mode 100644
index 0000000..e6b0c54
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_join_01/outer_join_01.9.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Right outer join / Index-NL  */
+
+use test;
+
+select ds1.b, ds2.y
+from ds2 right outer join ds1 on bigint(ds1.a) /* +indexnl */ = ds2.x
+order by ds1.b, ds2.y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.1.ddl.sqlpp
new file mode 100644
index 0000000..5f5c3fe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.1.ddl.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Test that outer unnest emits NULLs if there are no items in the input list */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create dataset ds1(id int) open type primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.2.update.sqlpp
new file mode 100644
index 0000000..1fb895a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.2.update.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+insert into ds1 ({"id": 1, "a": [1] });
+insert into ds1 ({"id": 2, "a": [1, 2] });
+insert into ds1 ({"id": 3, "a": [] });
+insert into ds1 ({"id": 4, "a": null });
+insert into ds1 ({"id": 5 /*a:missing*/ });
+insert into ds1 ({"id": 6, "a": [1,2,3] });
+insert into ds1 ({"id": 7, "a": [1, missing, null, 4] });
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.3.query.sqlpp
new file mode 100644
index 0000000..ec5c8af
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.3.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Test that outer unnest emits NULLs if there are no items in the input list */
+
+use test;
+
+select ds1.id, ai
+from ds1 left outer unnest ds1.a as ai
+order by ds1.id, ai;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.4.query.sqlpp
new file mode 100644
index 0000000..02b34a0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/outer_unnest_01/outer_unnest_01.4.query.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+/* Test that outer unnest emits NULLs for positional variable as well */
+
+use test;
+
+select ds1.id, ai, pi
+from ds1 left outer unnest ds1.a as ai at pi
+order by ds1.id, ai;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.1.query.sqlpp
new file mode 100644
index 0000000..87d2207
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Test SELECT * in sql-compat mode
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+with T as (
+  select r x, -r y
+  from range(1, 2) r
+)
+
+select *
+from T t
+order by x;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.2.query.sqlpp
new file mode 100644
index 0000000..8cc7762
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_01/select_star_01.2.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Test SELECT * in sql-compat mode (ASTERIXDB-3020)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+SELECT * FROM (
+  SELECT VALUE {string(v):v} FROM range(1, 2) v WHERE v > 1
+) t LIMIT 1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_02_negative/select_star_02_negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_02_negative/select_star_02_negative.1.query.sqlpp
new file mode 100644
index 0000000..c1b4824
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/select_star_02_negative/select_star_02_negative.1.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Test that SELECT * fails in sql-compat mode if
+ * FROM clause has more than one variable
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+with T as (
+  select r x, -r y
+  from range(1, 2) r
+)
+
+select *
+from T t1, T t2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.query.sqlpp
new file mode 100644
index 0000000..681abe2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * SELECT subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select max(r2) from range(0, r1) r2) r3
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.query.sqlpp
new file mode 100644
index 0000000..4b8d3be
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * SELECT subquery with ORDER BY and LIMIT
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select r2 as r3 from range(0, r1) r2 order by r3 desc limit 1) r3
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.query.sqlpp
new file mode 100644
index 0000000..de72fe5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * Subquery that does not return a single tuple is coerced to MISSING
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select r2 from range(0, r1) r2 where r2 > 1) is missing r3
+from range(1,3) r1
+order by r1;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.query.sqlpp
new file mode 100644
index 0000000..5776ef4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * WHERE subquery ...
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1,3) r1
+where (select max(r2) > 0 from range(0, r1) r2)
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.query.sqlpp
new file mode 100644
index 0000000..6c0bc36
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * GROUP BY subquery ...
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select x, array_sort(array_agg(r1)) r1
+from range(1,3) r1
+group by ((select max(r2) > 1 from range(0, r1) r2) x)
+order by x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.query.sqlpp
new file mode 100644
index 0000000..f3fe9ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.query.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * HAVING subquery ...
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select k
+from range(1,6) r1
+group by r1 % 3 k group as g
+having (select max(gi.r1) != 6 from g gi)
+order by k;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.query.sqlpp
new file mode 100644
index 0000000..6d8c526
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * Subquery in arithmetic operator
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1,
+  (select max(r2) from range(0, r1+1) r2) - (select max(r3) from range(0, r1) r3) r2
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.query.sqlpp
new file mode 100644
index 0000000..5bf519f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ *
+ * WITH var AS subquery, LET var = subquery -- no coercion
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+with r4 as (select max(r5) from range(0, 2) r5)
+select r1, r3, r4
+from range(1,3) r1
+let r3 = (select max(r2) from range(0, r1) r2)
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.query.sqlpp
new file mode 100644
index 0000000..682ba12
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * SELECT VALUE subquery is not coerced
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select value max(r2) from range(0, r1) r2) r3
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.query.sqlpp
new file mode 100644
index 0000000..a6f397e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.query.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * Subquery has UNION ALL with ORDER BY / LIMIT
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1,
+(
+  select max(r2) m2
+  from range(0, r1+1) r2
+  union all
+  select max(r3) m2
+  from range(0, r1) r3
+  order by m2
+  limit 1
+) r3
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.1.query.sqlpp
new file mode 100644
index 0000000..f379f5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * FAILURE: subquery returns more than one field
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select min(r2), max(r2) from range(0, r1) r2) r3
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.2.query.sqlpp
new file mode 100644
index 0000000..57aab66
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.2.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1, (select * from range(0, r1) r2, range(0, r1+1) r3)
+from range(1,3) r1
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.3.query.sqlpp
new file mode 100644
index 0000000..63a4a20
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.3.query.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * FAILURE: UNION ALL between SELECT and SELECT VALUE
+ * (this is currently not supported)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1,
+(
+   select r2 from range(0, 1) r2 where r2 < 1
+   union all
+   select value r3 from range(0, 1) r3 where r3 > 1
+)
+from range(1, 3) r1
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.4.query.sqlpp
new file mode 100644
index 0000000..08c8bce
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_02_scalar_negative/subquery_coercion_02_scalar_negative.4.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's
+ * outside of IN/NOT IN, comparison operators,
+ * FROM/JOIN/UNNEST clauses
+ *
+ * FAILURE: UNION ALL between SELECT and subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1,
+(
+  select r2 from range(0, 1) r2 where r2 < 1
+  union all
+  (let x = 1 select x)
+)
+from range(1, 3) r1
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.query.sqlpp
new file mode 100644
index 0000000..06beeea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 3) r1
+where r1 = (select null_if(max(r2), 2) from range(0, r1) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.query.sqlpp
new file mode 100644
index 0000000..1b533f2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.query.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * Test when the subquery returns more than one tuple
+ * (coercion rewriting should produce MISSING and therefore an empty result)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*) cnt
+from [
+  { "r": 1, "x": [ { "y": 0 }, { "y": 1 } ] },
+  { "r": 2, "x": [ { "y": 0 }, { "y": 1 }, { "y": 2 } ] },
+  { "r": 3, "x": [ { "y": 0 }, { "y": 1 }, { "y": 2 }, { "y": 3 } ] }
+] v
+where v.x = (select y from range(0, v.r) y);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.query.sqlpp
new file mode 100644
index 0000000..adcd52e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.query.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = subquery, rhs = expr
+ *
+ * Test when the subquery returns more than one tuple
+ * (coercion rewriting should produce MISSING)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*) cnt
+from [
+  { "r": 1, "x": [ { "y": 0 }, { "y": 1 } ] },
+  { "r": 2, "x": [ { "y": 0 }, { "y": 1 }, { "y": 2 } ] },
+  { "r": 3, "x": [ { "y": 0 }, { "y": 1 }, { "y": 2 }, { "y": 3 } ] }
+] v
+where (select y from range(0, v.r) y) is not distinct from missing;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.query.sqlpp
new file mode 100644
index 0000000..01de9f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * NO COERCION for SELECT VALUE
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 3) r1
+let y = [{"x": r1}]
+where y = (select value { "x" : null_if(max(r2), 2) } from range(0, r1) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.query.sqlpp
new file mode 100644
index 0000000..f3f3277
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = (e1,e2), rhs = subquery
+ *
+ * NO COERCION for SELECT VALUE
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where ({"x": r1, "y": r1+1}, {"x": r1+1, "y": r1+2})
+    = (select value { "x": r2 - 1, "y": r2 } from range(2, 3) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.query.sqlpp
new file mode 100644
index 0000000..d41e202
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = (e1,e2), rhs = subquery
+ *
+ * NO COERCION for UNION ALL of SELECT VALUE
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where ({"x": r1, "y": r1+1}, {"x": r1+1, "y": r1+2})
+    = (
+        select value { "x": r2 - 1, "y": r2 } from range(2, 3) r2 where r2 < 3
+        union all
+        select value { "x": r2 - 1, "y": r2 } from range(2, 3) r2 where r2 > 2
+      )
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.query.sqlpp
new file mode 100644
index 0000000..326ebd2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery with ORDER BY and LIMIT
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 3) r1
+where r1 = (select r2 as r3 from range(0, r1) r2 order by r3 desc limit 1)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.query.sqlpp
new file mode 100644
index 0000000..00e2a27
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = subquery, rhs = expr
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 3) r1
+where (select null_if(max(r2), 2) from range(0, r1) r2) = r1
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.query.sqlpp
new file mode 100644
index 0000000..820e920
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = subquery, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 3) r1
+where
+  (select null_if(max(r2), 2) from range(0, r1) r2)
+  =
+  (select null_if(max(-r2), 2) from range(-r1, 0) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.query.sqlpp
new file mode 100644
index 0000000..b4f402e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = (e1,e2), rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where (r1, r1+1) = (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.query.sqlpp
new file mode 100644
index 0000000..99d120c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = subquery, rhs = (e1,e2)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3) = (r1, r1+1)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.query.sqlpp
new file mode 100644
index 0000000..c5ebf84
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = [e1,e2], rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where [r1, r1+1] = (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.query.sqlpp
new file mode 100644
index 0000000..93338c6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit array constructor expression
+ *
+ * lhs = subquery, rhs = [e1,e2]
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3) = [r1, r1+1]
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.query.sqlpp
new file mode 100644
index 0000000..13c2439
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit multiset constructor expression
+ *
+ * lhs = {{e1,e2}}, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where {{r1, r1+1}} = (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.query.sqlpp
new file mode 100644
index 0000000..c131067
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into an array when it's compared
+ * with an explicit multiset constructor expression
+ *
+ * lhs = subquery, rhs = {{e1,e2}}
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(0, 1) r1
+where (select r2 - 1, r2 from range(2, 3) r2 where r2 < 3) = {{r1, r1+1}}
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.1.query.sqlpp
new file mode 100644
index 0000000..b50b5fa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.1.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: subquery returns more than one field
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 = (select r2, r2+1 from range(0, r1) r2);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.2.query.sqlpp
new file mode 100644
index 0000000..73bec19
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.2.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = subquery, rhs = expr
+ *
+ * FAILURE: subquery returns more than one field
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where (select r2, r2+1 from range(0, r1) r2) = r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.3.query.sqlpp
new file mode 100644
index 0000000..d15b588
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.3.query.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT and SELECT VALUE
+ * (this is currently not supported)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 = (
+  select r2 from range(0, 1) r2 where r2 < 1
+  union all
+  select value r3 from range(0, 1) r3 where r3 > 1
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.4.query.sqlpp
new file mode 100644
index 0000000..8b61916
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.4.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT VALUE and SELECT
+ * (this is currently not supported)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 =
+(
+  select value r3 from range(0, 1) r3 where r3 > 1
+  union all
+  select r2 from range(0, 1) r2 where r2 < 1
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.5.query.sqlpp
new file mode 100644
index 0000000..ad05ecf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.5.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT and subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 = (
+  select r2 from range(0, 1) r2 where r2 < 1
+  union all
+  (let x = 1 select x)
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.6.query.sqlpp
new file mode 100644
index 0000000..5f55753
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.6.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 = (select * from range(0, r1) r2);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.7.query.sqlpp
new file mode 100644
index 0000000..3e5dc56
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.7.query.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when it's compared
+ * with an expression which is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where
+  (select * from range(0, r1) r2) = (select * from range(0, r1) r3);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.8.query.sqlpp
new file mode 100644
index 0000000..2b2998e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_04_cmp_negative/subquery_coercion_04_cmp_negative.8.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into array when it's compared
+ * with an expression which is an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where
+  (r1, r1+1) =
+  (select * from range(0, r1) r2, range(0, r1+1) r3);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.query.sqlpp
new file mode 100644
index 0000000..7f9d531
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where r1 IN (select r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.query.sqlpp
new file mode 100644
index 0000000..ab2f0dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery UNION ALL subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 6) r1
+where r1 NOT IN (
+  select r2 from range(1, 2) r2
+  UNION ALL
+  select r3 from range(5, 6) r3
+)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.query.sqlpp
new file mode 100644
index 0000000..d061efe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ * and subquery contains an ORDER BY clause
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+select r1
+from range(1, 5) r1
+where r1 IN (select r2 as r3 from range(1, 5) r2 order by r3 desc limit 2)
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.query.sqlpp
new file mode 100644
index 0000000..0940aa8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ * and subquery contains ORDER BY and UNION ALL clauses
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+select r1
+from range(1, 5) r1
+where r1 IN (
+  select r2 as r3 from [1, 5] r2
+  union all
+  select r4 as r3 from [2, 4] r4
+  order by r3 desc
+  limit 2
+)
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.query.sqlpp
new file mode 100644
index 0000000..c6eabaf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ * and subquery contains an ORDER BY clause
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+select r1
+from range(1, 5) r1
+where (r1, r1+1) IN (
+  select r2 as r3, r2+1 from range(1, 5) r2 order by r3 desc limit 2
+  )
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.query.sqlpp
new file mode 100644
index 0000000..82df0ec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ * and subquery contains ORDER BY and UNION ALL clauses
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+select r1
+from range(1, 5) r1
+where (r1, r1+1) IN (
+  select r2 as r3, r2+1 r5 from [1, 5] r2
+  union all
+  select r4 as r3, r4+1 r5 from [2, 4] r4
+  order by r3 desc
+  limit 2
+)
+order by r1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.query.sqlpp
new file mode 100644
index 0000000..0eb8e05
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ *
+ * lhs = (e1,e2), rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where (r1-1, r1) IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.query.sqlpp
new file mode 100644
index 0000000..b1d48fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ *
+ * lhs = [e1,e2], rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where [r1-1, r1] IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.query.sqlpp
new file mode 100644
index 0000000..0d8edc9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit multiset constructor
+ *
+ * lhs = {{e1,e2}}, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where {{r1-1, r1}} IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.query.sqlpp
new file mode 100644
index 0000000..3886216
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery UNION ALL subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 6) r1
+where r1 IN (
+  select r2 from range(1, 2) r2
+  UNION ALL
+  select r3 from range(5, 6) r3
+)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.query.sqlpp
new file mode 100644
index 0000000..b04b0e0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where r1 NOT IN (select r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.query.sqlpp
new file mode 100644
index 0000000..9d8f18e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is an explicit array constructor
+ *
+ * lhs = (e1,e2), rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where (r1-1, r1) NOT IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.query.sqlpp
new file mode 100644
index 0000000..cdde8e4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is an explicit array constructor
+ *
+ * lhs = [e1,e2], rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where [r1-1, r1] NOT IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.query.sqlpp
new file mode 100644
index 0000000..db0c322
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is an explicit multiset constructor
+ *
+ * lhs = {{e1,e2}}, rhs = subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r1
+from range(1, 5) r1
+where {{r1-1, r1}} NOT IN (select r2-1, r2 from range(0, r1-(r1 % 2)) r2)
+order by r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.1.query.sqlpp
new file mode 100644
index 0000000..72a003e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.1.query.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: subquery returns more than one field
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 IN (select r2, r2+1 from range(0, r1) r2);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.2.query.sqlpp
new file mode 100644
index 0000000..f28d860
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.2.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: subquery returns more than one field
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 NOT IN
+  (select r2, r2+1 from range(0, r1) r2);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.3.query.sqlpp
new file mode 100644
index 0000000..9642dff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.3.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT and SELECT VALUE
+ * (this is currently not supported)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 IN (
+  select r2 from range(0, 1) r2 where r2 < 1
+  union all
+  select value r3 from range(0, 1) r3 where r3 > 1
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.4.query.sqlpp
new file mode 100644
index 0000000..d7bf919
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.4.query.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the NOT IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT VALUE and SELECT
+ * (this is currently not supported)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 NOT IN
+(
+  select value r2 from range(0, 1) r2 where r2 < 1
+  union all
+  select r3 from range(0, 1) r3 where r3 > 1
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.5.query.sqlpp
new file mode 100644
index 0000000..8cfb6f8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.5.query.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: UNION ALL between SELECT and subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 IN (
+  select r2 from range(0, 1) r2 where r2 < 1
+  union all
+  (let x = 1 select x)
+);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.6.query.sqlpp
new file mode 100644
index 0000000..575b6d9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.6.query.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into a scalar value when
+ * its the rhs argument of the IN operator
+ * and lhs expression is not an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where r1 IN (select * from range(0, r1) r2);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.7.query.sqlpp
new file mode 100644
index 0000000..bee7d0b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_06_in_negative/subquery_coercion_06_in_negative.7.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test subquery coercion into array when
+ * its the rhs argument of the IN operator
+ * and lhs expression is an explicit array constructor
+ *
+ * lhs = expr, rhs = subquery
+ *
+ * FAILURE: SELECT * is not supported in subquery
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select count(*)
+from range(1, 3) r1
+where
+  (r1, r1+1) IN (select * from range(0, r1) r2, range(0, r1+1) r3);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.query.sqlpp
new file mode 100644
index 0000000..c1feeb3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the FROM clause
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.r1
+from (select r1 from range(1, 3) r1) r2
+order by r2.r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.query.sqlpp
new file mode 100644
index 0000000..bdefbdd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the JOIN clause
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.nr1, r4.nr3
+from (select r1, -r1 as nr1 from range(1, 4) r1) r2
+join (select r3, -r3 as nr3 from range(2, 5) r3) r4 on r2.r1 = r4.r3
+order by r2.nr1 desc;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.query.sqlpp
new file mode 100644
index 0000000..36b88d7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the UNNEST clause
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select v1.x, v2.y
+from (select x, [x, x+1, x+2] as y from range(1, 3) x) v1
+unnest (select y from v1.y) v2
+order by v1.x, v2.y;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.query.sqlpp
new file mode 100644
index 0000000..689d5d5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the IN clause
+ * of a quantified expression (SOME)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.r1
+from (select r1 from range(1, 3) r1) r2
+where some r3 in (select r4 from range(0, 2) r4) satisfies r3.r4 = r2.r1
+order by r2.r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.query.sqlpp
new file mode 100644
index 0000000..c96057e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the IN clause
+ * of a quantified expression (EVERY)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.r1
+from (select r1 from range(1, 3) r1) r2
+where every r3 in (select r4 from range(r2.r1, r2.r1) r4) satisfies r3.r4 = r2.r1
+order by r2.r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.query.sqlpp
new file mode 100644
index 0000000..01b1b40
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the EXISTS clause
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.r1, (select value { "a": r4, "b": r4 + 1 } from range(2, r2.r1) r4) x
+from (select r1 from range(1, 3) r1) r2
+where exists (select r4 a, r4 + 1 b from range(2, r2.r1) r4) -- 0, 1, or 2 tuples
+order by r2.r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.query.sqlpp
new file mode 100644
index 0000000..6709b34
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SQL-compat mode.
+ * Test no subquery coercion if the subquery is in the NOT EXISTS clause
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+select r2.r1, (select value { "a": r4, "b": r4 + 1 } from range(2, r2.r1) r4) x
+from (select r1 from range(1, 3) r1) r2
+where not exists (select r4 a, r4 + 1 b from range(2, r2.r1) r4) -- 0, 1, or 2 tuples
+order by r2.r1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.1.ddl.sqlpp
new file mode 100644
index 0000000..83754e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.1.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create dataset ds1(id int) open type primary key id;
+
+create dataset ds2(id int) open type primary key id;
+
+create dataset ds3(id int) open type primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.2.update.sqlpp
new file mode 100644
index 0000000..d23a7f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.2.update.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+insert into ds1 ({"id": 1, "a": 1, "b": 1 });
+insert into ds1 ({"id": 2, "a": 1, "b": 2 });
+insert into ds1 ({"id": 3, "a": 2, "b": 3 });
+insert into ds1 ({"id": 4, "a": 2, "b": 4 });
+insert into ds1 ({"id": 5, "a": 3, "b": 5 });
+insert into ds1 ({"id": 6, "a": 3, "b": 6 });
+insert into ds1 ({"id": 7, "a": 4, "b": 7 });
+
+insert into ds2 ({"id": 100, "c": 2, "d": 100 });
+insert into ds2 ({"id": 101, "c": 2, "d": 101 });
+insert into ds2 ({"id": 102, "c": 3, "d": 102 });
+
+insert into ds3 ({"id": 200, "e": 3, "f": 200 });
+insert into ds3 ({"id": 201, "e": 3, "f": 201 });
+insert into ds3 ({"id": 202, "e": 4, "f": 202 });
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.3.query.sqlpp
new file mode 100644
index 0000000..748dce4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.3.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL -> SELECT list rewriting
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select id, a, b from ds1
+union all
+select id, c, d from ds2
+union all
+select id, e, f from ds3
+order by id desc;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.4.query.sqlpp
new file mode 100644
index 0000000..bc557bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.4.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL -> SELECT list rewriting
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select a, b from ds1
+union all
+select c, d from ds2
+union all
+select e, f from ds3
+order by a desc, b desc;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.5.query.sqlpp
new file mode 100644
index 0000000..7682176
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.5.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * SELECT VALUE inside UNION ALL -> no rewriting
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select value { id, a, b } from ds1
+union all
+select value { id, c, d } from ds2
+union all
+select value { id, e, f } from ds3
+order by id desc;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.6.query.sqlpp
new file mode 100644
index 0000000..4812fa3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.6.query.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL in subquery -> SELECT list rewriting and subquery coercion
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select x, y
+from range(2, 4) x, [3, 100, 200] y
+where (x, y) in (
+  select a, b from ds1
+  union all
+  select c, d from ds2
+  union all
+  select e, f from ds3
+)
+order by x, y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.7.query.sqlpp
new file mode 100644
index 0000000..9524ba8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.7.query.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL in subquery -> SELECT list rewriting and subquery coercion
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select x
+from [0, 1, 101, 201, 301] x
+where x in (
+  select b from ds1
+  union all
+  select d from ds2
+  union all
+  select f from ds3
+)
+order by x;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.8.query.sqlpp
new file mode 100644
index 0000000..8fd5852
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_01/union_all_01.8.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL in subquery -> SELECT list rewriting and subquery coercion
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select x,
+  (
+    select a from ds1
+    where id = 101
+    union all
+    select c from ds2
+    where id = 101
+    union all
+    select e from ds3
+    where id = 101
+  ) y
+from range(0, 1) x
+order by x;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.1.ddl.sqlpp
new file mode 100644
index 0000000..83754e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.1.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+use test;
+
+create dataset ds1(id int) open type primary key id;
+
+create dataset ds2(id int) open type primary key id;
+
+create dataset ds3(id int) open type primary key id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.2.query.sqlpp
new file mode 100644
index 0000000..a78aea6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.2.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL failure. Both SELECT and SELECT VALUE are present
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select id, a, b from ds1
+union all
+select value { id, c, d } from ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.3.query.sqlpp
new file mode 100644
index 0000000..3ba52d8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL failure. Different number of projected fields.
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select id, a, b from ds1
+union all
+select id, c from ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.4.query.sqlpp
new file mode 100644
index 0000000..f20bd55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.4.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL failure. Unsupported projection kind (SELECT *)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select * from ds1
+union all
+select * from ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.5.query.sqlpp
new file mode 100644
index 0000000..15a44d1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.5.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL failure. Unsupported projection kind (SELECT v.*)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+
+select x.* from ds1 x
+union all
+select y.* from ds2 y;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.6.query.sqlpp
new file mode 100644
index 0000000..0941248
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/sql-compat/union_all_02_negative/union_all_02_negative.6.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * UNION ALL failure. Unsupported projection kind (SELECT *, v.* mixed)
+ */
+
+// requesttype=application/json
+// param sql-compat:json=true
+
+use test;
+
+select id from ds1
+union all
+select * from ds2
+union all
+select v3.* from ds3 v3;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/string/string-literal1/string-literal1.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/string/string-literal1/string-literal1.1.query.sqlpp
new file mode 100644
index 0000000..6c0c952
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/string/string-literal1/string-literal1.1.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+with strings as  [
+  'xs0',
+  'xs1''ys1',
+  'xs2''ys2''zs2',
+  E'xs3',
+
+  "xd0",
+  "xd1""yd1",
+  "xd2""yd2""zd2",
+  E"xd3"
+]
+
+select i, s
+from range(0, len(strings)-1) i
+let s = strings[i]
+order by i;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.1.ddl.sqlpp
new file mode 100644
index 0000000..bb5c8f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Description: This test case is to verify the fix for ASTERIXDB-3006
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use test;
+
+create dataset ds1(id int not unknown) open type primary key id;
+create dataset ds2(id int not unknown) open type primary key id;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.2.update.sqlpp
new file mode 100644
index 0000000..fd8e76b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.2.update.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test;
+
+insert into ds1 ([
+  { "id": 1, "a": [ { "b": 1 }, { "b": 11 }, { "b": 111 } ] },
+  { "id": 2, "a": [ { "b": 2 }, { "b": 22 }, { "b": 222 } ] },
+  { "id": 3, "a": [ { "b": 3 }, { "b": 33 }, { "b": 333 } ] }
+]);
+
+insert into ds2 ([
+  { "id": 101, "x": [ { "y": 33 }, { "y": 11 } ] },
+  { "id": 102, "x": [ { "y": 22 }, { "y": 11 } ] }
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.query.sqlpp
new file mode 100644
index 0000000..ad662ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test inner join inside a subquery
+ */
+use test;
+
+select value ds1
+from ds1
+where exists(
+   select 1
+   from ds1.a[*].b b
+   join ds2 on ds2.x[0].y = b
+)
+order by ds1.id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/TemporalQueries.xml b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/TemporalQueries.xml
index 4ec2303..2547e7f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/TemporalQueries.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/TemporalQueries.xml
@@ -33,6 +33,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="temporal">
+      <compilation-unit name="current_date_time_01">
+        <output-dir compare="Text">current_date_time_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
       <compilation-unit name="overlap_bins_gby_1">
         <output-dir compare="Text">overlap_bins_gby_1</output-dir>
       </compilation-unit>
@@ -58,21 +63,41 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="temporal">
-      <compilation-unit name="parse_02">
-        <output-dir compare="Text">parse_02</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="temporal">
       <compilation-unit name="parse_01">
         <output-dir compare="Text">parse_01</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="temporal">
+      <compilation-unit name="parse_02">
+        <output-dir compare="Text">parse_02</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
+      <compilation-unit name="parse_03">
+        <output-dir compare="Text">parse_03</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
+      <compilation-unit name="print_01">
+        <output-dir compare="Text">print_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
       <compilation-unit name="day_of_week_01">
         <output-dir compare="Text">day_of_week_01</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="temporal">
+      <compilation-unit name="day_of_year_01">
+        <output-dir compare="Text">day_of_year_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
+      <compilation-unit name="quarter_of_year_01">
+        <output-dir compare="Text">quarter_of_year_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="temporal">
       <compilation-unit name="interval_bin">
         <output-dir compare="Text">interval_bin</output-dir>
       </compilation-unit>
@@ -154,6 +179,11 @@
         <output-dir compare="Text">duration_comps</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="temporal">
+      <compilation-unit name="week_of_year_01">
+        <output-dir compare="Text">week_of_year_01</output-dir>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="temporal/interval_joins">
       <compilation-unit name="interval_after">
         <output-dir compare="Text">interval_after</output-dir>
@@ -219,6 +249,11 @@
         <output-dir compare="Text">interval_starts</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="temporal/interval_joins">
+      <compilation-unit name="interval_join_projection_check">
+        <output-dir compare="Text">interval_join_projection_check</output-dir>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="temporal/interval_joins_spilling">
       <compilation-unit name="interval_after">
         <output-dir compare="Text">interval_after</output-dir>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.1.query.sqlpp
new file mode 100644
index 0000000..61751c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.1.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select
+  d = d_from_dt t1,
+  t = t_from_dt t2,
+  day_from_dt = day_from_d t3,
+  milli_from_dt = milli_from_t t4,
+  count(*) cnt
+from range(1, 1000) r
+let
+  dt = current_datetime(),
+  d = current_date(),
+  d_from_dt = date(dt),
+  t = current_time(),
+  t_from_dt = time(dt),
+  day_from_dt = get_day(dt),
+  day_from_d = get_day(d),
+  milli_from_dt = get_millisecond(dt),
+  milli_from_t = get_millisecond(t)
+group by dt, d, d_from_dt, t, t_from_dt, day_from_dt, day_from_d, milli_from_dt, milli_from_t
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.2.query.sqlpp
new file mode 100644
index 0000000..c0073a5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/current_date_time_01/current_date_time_01.2.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select
+  get_year(current_datetime_immediate()) > 0 t1,
+  get_year(current_date_immediate()) > 0 t2,
+  get_hour(current_datetime_immediate()) >= 0 t3,
+  get_hour(current_time_immediate()) >= 0 t4
+from range(1, 2) r
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/datetime_functions/datetime_functions.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/datetime_functions/datetime_functions.4.query.sqlpp
new file mode 100644
index 0000000..ae10e6f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/datetime_functions/datetime_functions.4.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * 'License'); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * 'AS IS' BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select
+    tz,
+    string(s1) s1,
+    string(s2) s2,
+    string(m1) m1,
+    string(m2) m2,
+    unix_time_from_datetime_in_secs(s1) = ets us1,
+    unix_time_from_datetime_in_secs(s2, tz) = ets us2,
+    unix_time_from_datetime_in_ms(m1) = etm um1,
+    unix_time_from_datetime_in_ms(m2, tz) = etm um2
+from range(0, 2) r
+let ets = 1631671261, /* UTC:2021-09-15T02:01:01.000 */
+    etm = ets * 1000,
+    tzs = [ "UTC", "America/Los_Angeles", "Asia/Tokyo" ],
+    tz = tzs[r],
+    s1 = datetime_from_unix_time_in_secs(ets),
+    s2 = datetime_from_unix_time_in_secs(ets, tz),
+    m1 = datetime_from_unix_time_in_ms(etm),
+    m2 = datetime_from_unix_time_in_ms(etm, tz)
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.3.query.sqlpp
index 89c7ea7..3e97dc8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.3.query.sqlpp
@@ -24,4 +24,4 @@
 use test;
 
 
-{'1970-01-01':test.`day-of-week`(test.date('1970-01-01')),'2013-08-06':test.`day-of-week`(test.date('2013-08-06')),'-2013-08-06':test.`day-of-week`(test.date('-2013-08-06')),'1913-08-06T15:53:28Z':test.`day-of-week`(test.datetime('1913-08-06T15:53:28Z')),'-1913-08-10T15:53:28Z':test.`day-of-week`(test.datetime('-1913-08-10T15:53:28Z')),'null':test.`day-of-week`(null)};
+{'1970-01-01':test.`day-of-week`(test.date('1970-01-01'), "Mon"),'2013-08-06':test.`day-of-week`(test.date('2013-08-06'), "MON"),'-2013-08-06':test.`day-of-week`(test.date('-2013-08-06'), "Monday"),'1913-08-06T15:53:28Z':test.`day-of-week`(test.datetime('1913-08-06T15:53:28Z'), "MONDAY"),'-1913-08-10T15:53:28Z':test.`day-of-week`(test.datetime('-1913-08-10T15:53:28Z'), 2),'null':test.`day-of-week`(null)};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.4.query.sqlpp
new file mode 100644
index 0000000..05aa88b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_week_01/day_of_week_01.4.query.sqlpp
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/**
+ * day-of-week test case: test the day-of-week function
+ * Expected result: success
+ **/
+
+select r, array_min(dows) mn, array_max(dows) mx
+from range(1, 7) r
+let
+  d = date("2021-09-05"),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  days = [ "sunday", "monday", "tuesday", "wednesday", "thursday", "friday", "saturday" ],
+  dows =
+  [
+    day_of_week(d, int8(r)),
+    day_of_week(dt, int16(r)),
+    day_of_week(d, int32(r)),
+    day_of_week(dt, int64(r)),
+    day_of_week(d, float(r)),
+    day_of_week(dt, double(r)),
+    day_of_week(d, days[r-1]),
+    day_of_week(dt, upper(days[r-1])),
+    day_of_week(d, lower(days[r-1])),
+    day_of_week(dt, substr(days[r-1], 0, 3)),
+    day_of_week(d, upper(substr(days[r-1], 0, 3))),
+    day_of_week(dt, lower(substr(days[r-1], 0, 3)))
+  ]
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.1.query.sqlpp
new file mode 100644
index 0000000..e065c98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.1.query.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select r, array_min(doys) mn, array_max(doys) mx
+from range(1, 7) r
+let
+  d = date("2021-01-0" || string(r)),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  doys =
+  [
+    day_of_year(d),
+    day_of_year(dt)
+  ]
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.2.query.sqlpp
new file mode 100644
index 0000000..76715a8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/day_of_year_01/day_of_year_01.2.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select sum(doy1) s1, sum(doy2) s2
+from range(0, 364) r
+let
+  d = date_from_unix_time_in_days(r),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  doy1 = day_of_year(d),
+  doy2 = day_of_year(dt);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.ddl.sqlpp
new file mode 100644
index 0000000..c403987
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+DROP DATAVERSE test IF EXISTS;
+CREATE DATAVERSE test;
+USE test;
+
+CREATE TYPE IntervalType AS CLOSED {
+    id: uuid,
+    name: string,
+    i:interval
+};
+
+CREATE DATASET IntervalDataset(IntervalType) PRIMARY KEY id AUTOGENERATED;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.2.update.sqlpp
new file mode 100644
index 0000000..bcc3f98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.2.update.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+INSERT INTO IntervalDataset {
+"name":"i1","i":interval(date("2020-11-06"), date("2020-11-22"))
+};
+INSERT INTO IntervalDataset {
+"name":"i1","i":interval(date("2020-11-06"), date("2020-11-22"))
+};
+INSERT INTO IntervalDataset {
+"name":"i2","i":interval(date("2021-11-06"), date("2021-11-22"))
+};
+INSERT INTO IntervalDataset {
+"name":"i2","i":interval(date("2021-11-06"), date("2021-11-22"))
+};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.3.query.sqlpp
new file mode 100644
index 0000000..6bf7c95
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.3.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+USE test;
+
+SELECT i1.name
+FROM IntervalDataset i1, IntervalDataset i2
+WHERE /*+ range [date("2020-11-06"), date("2021-11-22")] */ interval_overlapping(i1.i, i2.i)
+ORDER BY i1.name;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_01/parse_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_01/parse_01.3.query.sqlpp
index 5a16610..0ee2fd1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_01/parse_01.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_01/parse_01.3.query.sqlpp
@@ -24,4 +24,4 @@
 use test;
 
 
-select element {'date1':test.`parse-date`('2013-8-23','YY-M-D'),'date2':test.`parse-date`('Aug 12 -12','MMM D Y'),'date3':test.`parse-date`('-1234-01-01','YYYY-MM-DD'),'date4':test.`parse-date`('09/11/-1980','D/M/Y'),'date5':test.`parse-date`('09/11/-1990','YY-M-D|MMM D Y|D/M/Y'),'date6':test.`parse-date`('Mon Aug 19 2013','W MMM D Y'),'data7':test.`parse-date`('SKIPMEPLEASE Mon Aug SKIPME1ALSO 19 2013','O W MMM O D Y'),'time1':test.`parse-time`('8:23:49','h:m:s'),'time2':test.`parse-time`('8.19.23:32','h.m.s:nn'),'time3':test.`parse-time`('08.19.23:32 pm','h.m.s:nn a'),'time4':test.`parse-time`('6:30:40.948 pm PST','h:mm:ss.nnn a z'),'time5':test.`parse-time`('6:30:40.948 pm PST','h:m:s|h.m.s:nn|h.m.s:nn a|h:mm:ss.nnn a z'),'datetime1':test.`parse-datetime`('Dec 30 -1203 3:48:27 PM','MMM DD YYYY h:m:s a'),'datetime2':test.`parse-datetime`('12/30/-1203 03:48:27.392 PM Asia/Shanghai','MM/DD/YYY hh:mm:ss.nnn a z'),'datetime3':test.`parse-datetime`('1723-12-03T23:59:23.392Z','YYYY-MM-DDThh:mm:ss.nnnz'),'datetime4':test.`parse-datetime`('1723-12-03T23:59:23.392-04:00','YYYY-MM-DDThh:mm:ss.nnnz'),'datetime5':test.`parse-datetime`('1723-12-03T23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DDThh:mm:ss.nnnz'),'datetime6':test.`parse-datetime`('1970-01-01 Thu 23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD W hh:mm:ss.nnnz'),'datetime7':test.`parse-datetime`('1723-12-03 What3v3r STRINGHERE 23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD O O hh:mm:ss.nnnz')};
+select element {'date1':test.`parse-date`('2013-8-23','YY-M-D'),'date2':test.`parse-date`('Aug 12 -12','MMM D Y'),'date3':test.`parse-date`('-1234-01-01','YYYY-MM-DD'),'date4':test.`parse-date`('09/11/-1980','D/M/Y'),'date5':test.`parse-date`('09/11/-1990','YY-M-D|MMM D Y|D/M/Y'),'date6':test.`parse-date`('Mon Aug 19 2013','EEE MMM D Y'),'data7':test.`parse-date`('SKIPMEPLEASE Mon Aug SKIPME1ALSO 19 2013','O EEE MMM O D Y'),'time1':test.`parse-time`('8:23:49','h:m:s'),'time2':test.`parse-time`('8.19.23:32','h.m.s:nn'),'time3':test.`parse-time`('08.19.23:32 pm','h.m.s:nn a'),'time4':test.`parse-time`('6:30:40.948 pm PST','h:mm:ss.nnn a z'),'time5':test.`parse-time`('6:30:40.948 pm PST','h:m:s|h.m.s:nn|h.m.s:nn a|h:mm:ss.nnn a z'),'datetime1':test.`parse-datetime`('Dec 30 -1203 3:48:27 PM','MMM DD YYYY h:m:s a'),'datetime2':test.`parse-datetime`('12/30/-1203 03:48:27.392 PM Asia/Shanghai','MM/DD/YYY hh:mm:ss.nnn a z'),'datetime3':test.`parse-datetime`('1723-12-03T23:59:23.392Z','YYYY-MM-DDThh:mm:ss.nnnz'),'datetime4':test.`parse-datetime`('1723-12-03T23:59:23.392-04:00','YYYY-MM-DDThh:mm:ss.nnnz'),'datetime5':test.`parse-datetime`('1723-12-03T23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DDThh:mm:ss.nnnz'),'datetime6':test.`parse-datetime`('1970-01-01 Thu 23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD EEE hh:mm:ss.nnnz'),'datetime7':test.`parse-datetime`('1723-12-03 What3v3r STRINGHERE 23:59:23.392-04:00','MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD O O hh:mm:ss.nnnz')};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_02/parse_02.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_02/parse_02.3.query.sqlpp
index e76f1b2..5426205 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_02/parse_02.3.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_02/parse_02.3.query.sqlpp
@@ -24,4 +24,4 @@
 use test;
 
 
-{'date-string-1':test.`print-date`(test.date('-0123-01-30'),'YY/M/D'),'date-string-2':test.`print-date`(test.date('-0123-01-30'),'MMM DD, YYYY'),'date-string-3':test.`print-date`(test.date('-0123-01-30'),'YYYY/MM/DD'),'time-string-1':test.`print-time`(test.time('08:07:29.030Z'),'h.m.s.nn a z'),'time-string-2':test.`print-time`(test.time('08:07:29.030Z'),'hh.mm.ss.nnn a z'),'datetime-string-1':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'MMM DD h:m:s.nnn a YY z'),'datetime-string-2':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'YYYY/MMM/DD h:m:s.nnnz a'),'datetime-string-3':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'YYYY-MM-DDThh:mm:ss.nnnz'),'datetime-string-4':test.`print-datetime`(test.datetime('1000-10-10T10:10:10.100+00:00'),'YYYY-MM-DDThh:mm:ss.nnnz')};
+{'date-string-1':test.`print-date`(test.date('-0123-01-30'),'YY/M/D'),'date-string-2':test.`print-date`(test.date('-0123-01-30'),'MMM DD, YYYY'),'date-string-3':test.`print-date`(test.date('-0123-01-30'),'YYYY/MM/DD'),'time-string-1':test.`print-time`(test.time('08:07:29.030Z'),'h.m.s.nn a'),'time-string-2':test.`print-time`(test.time('08:07:29.030Z'),'hh.mm.ss.nnn a'),'datetime-string-1':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'MMM DD h:m:s.nnn a YY'),'datetime-string-2':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'YYYY/MMM/DD h:m:s.nnn a'),'datetime-string-3':test.`print-datetime`(test.datetime('0137-12-31T23:59:59.999+08:00'),'YYYY-MM-DDThh:mm:ss.nnn'),'datetime-string-4':test.`print-datetime`(test.datetime('1000-10-10T10:10:10.100+00:00'),'YYYY-MM-DDThh:mm:ss.nnn')};
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.1.query.sqlpp
new file mode 100644
index 0000000..125dfad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.1.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse milliseconds using alternative format character (S)
+ */
+
+select
+  dt, string(parse_datetime(dt, "YYYY-MM-DDThh:mm:ss.SSS")) dt2,
+  t, string(parse_time(t, "hh:mm:ss.SSS")) t2
+from [0, 1, 9, 10, 99, 100, 999, 1999, 10999] r
+let
+  dt = string(datetime_from_unix_time_in_ms(r)),
+  t = string(time_from_unix_time_in_ms(r))
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.2.query.sqlpp
new file mode 100644
index 0000000..d982426
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.2.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse (and ignore) weekday
+ */
+
+with weekdays as ["Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"]
+
+select s3, d3, s4, d4
+from range(0, 6) r
+let s = "2021-07-2" || string(r),
+    s3 = s || " " || substr(weekdays[r], 0, 3),
+    s4 = s || " " || weekdays[r],
+    d3 = parse_date(s3,"YYYY-MM-DD EEE"),
+    d4 = parse_date(s4,"YYYY-MM-DD EEEE")
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.3.query.sqlpp
new file mode 100644
index 0000000..e3c6a47
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.3.query.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse (and ignore) weekday
+ */
+
+with weekdays as ["Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"]
+
+select s3, d3, s4, d4
+from range(0, 6) r
+let s = "2021-07-2" || string(r),
+    s3 = substr(weekdays[r], 0, 3) || " " || s,
+    s4 = weekdays[r] || " " || s,
+    d3 = parse_date(s3,"EEE YYYY-MM-DD"),
+    d4 = parse_date(s4,"EEEE YYYY-MM-DD")
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.4.query.sqlpp
new file mode 100644
index 0000000..35db859
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.4.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse month name
+ */
+
+ with months as [
+  "January", "February", "March", "April", "May", "June",
+  "July", "August", "September", "October", "November", "December"
+]
+select
+  s3m, parse_date(s3m, "YYYY-MMM") d3m,
+  s3d, parse_date(s3d, "YYYY-MMM-DD") d3d,
+  s4m, parse_date(s4m, "YYYY-MMMM") d4m,
+  s4d, parse_date(s4d, "YYYY-MMMM-DD") d4d
+from range(0, 11) r
+let
+  s3m = "2020-" || substr(months[r], 0, 3),
+  s3d = "2020-" || substr(months[r], 0, 3) || "-02",
+  s4m = "2020-" || months[r],
+  s4d = "2020-" || months[r] || "-02"
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.5.query.sqlpp
new file mode 100644
index 0000000..3dc2b10
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.5.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse standalone year
+ */
+
+ {
+  "t1": parse_date("2020", "YYYY"),
+  "t2": parse_datetime("2020", "YYYY")
+ }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.6.query.sqlpp
new file mode 100644
index 0000000..522a8dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/parse_03/parse_03.6.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Parse year and quarter
+ */
+
+select r, d, dt
+from range(1, 4) r
+let d = parse_date("2020-" || string(r) , "YYYY-Q"),
+    dt = parse_datetime("2021-0" || string(r), "YYYY-QQ")
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.1.query.sqlpp
new file mode 100644
index 0000000..1579c95
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.1.query.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Print quarter */
+
+select p1, p2, count(*) cnt
+from range(0, 365) r
+let d = date_from_unix_time_in_days(unix_time_from_date_in_days(date("2020-01-01")) + r),
+  p1 = print_date(d, "YYYY-Q"),
+  p2 = print_date(d, "YYYY-QQ")
+group by p1, p2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.2.query.sqlpp
new file mode 100644
index 0000000..81b04d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.2.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Print month and its full name */
+
+select p, count(*) cnt
+from range(0, 365) r
+let d = date_from_unix_time_in_days(unix_time_from_date_in_days(date("2020-01-01")) + r),
+  p = print_date(d, "YYYY-MM-MMMM")
+group by p;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.3.query.sqlpp
new file mode 100644
index 0000000..26e5743
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.3.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Print day of year */
+
+select min(ddd) mn, max(ddd) mx, sum(ddd) sm
+from range(0, 365) r
+let d = date_from_unix_time_in_days(unix_time_from_date_in_days(date("2020-01-01")) + r),
+  p = print_date(d, "DDD"),
+  ddd = int(p);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.4.query.sqlpp
new file mode 100644
index 0000000..6893a80
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Print day of week
+ */
+
+select r,
+  print_date(d, "EEE") d3, print_date(d, "EEEE") d4,
+  print_datetime(dt, "EEE") dt3, print_datetime(dt, "EEEE") dt4
+from range(0, 6) r
+let
+  d = date_from_unix_time_in_days(unix_time_from_date_in_days(date("2021-09-19")) + r),
+  dt = datetime_from_date_time(d, time("01:01:01"))
+order by r;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.5.query.sqlpp
new file mode 100644
index 0000000..8aeb8bd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/print_01/print_01.5.query.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Print milliseconds using alternative format character (S)
+ */
+
+select r ms,
+  print_datetime(dt, "s.S") dt1,
+  print_datetime(dt, "s.SS") dt2,
+  print_datetime(dt, "s.SSS") dt3,
+  print_time(t, "s.S" ) t1,
+  print_time(t, "s.SS" ) t2,
+  print_time(t, "s.SSS" ) t3
+from [0, 1, 9, 10, 99, 100, 999] r
+let
+  dt = datetime_from_unix_time_in_ms(r),
+  t = time_from_unix_time_in_ms(r)
+order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/quarter_of_year_01/quarter_of_year_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/quarter_of_year_01/quarter_of_year_01.1.query.sqlpp
new file mode 100644
index 0000000..a11b3c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/quarter_of_year_01/quarter_of_year_01.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Quarter of year
+ */
+
+select month, qoy1, qoy2, count(*) cnt
+from range(0, 365) r
+let
+  s = unix_time_from_date_in_days(date("2020-01-01")),
+  d = date_from_unix_time_in_days(s + r),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  month = get_month(d),
+  qoy1 = quarter_of_year(d),
+  qoy2 = quarter_of_year(dt)
+group by qoy1, qoy2, month
+order by qoy1, qoy2, month;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.1.query.sqlpp
new file mode 100644
index 0000000..86276447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.1.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Start of the week: Sunday (default)
+ */
+
+select month, woy1, woy2, count(*) cnt
+from range(0, 364) r
+let
+  s = unix_time_from_date_in_days(date("2021-01-01")),
+  d = date_from_unix_time_in_days(s + r),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  month = get_month(d),
+  woy1 = week_of_year(d),
+  woy2 = week_of_year(dt)
+group by woy1, woy2, month
+order by woy1, woy2, month;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.2.query.sqlpp
new file mode 100644
index 0000000..b76dba6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.2.query.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Start of the week: Monday
+ */
+
+select month, woy1, woy2, count(*) cnt
+from range(0, 364) r
+let
+  s = unix_time_from_date_in_days(date("2021-01-01")),
+  d = date_from_unix_time_in_days(s + r),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  month = get_month(d),
+  woy1 = week_of_year(d, "Monday"),
+  woy2 = week_of_year(dt, "Monday")
+group by woy1, woy2, month
+order by woy1, woy2, month;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.3.query.sqlpp
new file mode 100644
index 0000000..15b02cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/temporal/week_of_year_01/week_of_year_01.3.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select r, array_min(dows) mn, array_max(dows) mx
+from range(1, 7) r
+let
+  d = date("2021-01-10"),
+  dt = datetime_from_date_time(d, time("01:01:01")),
+  days = [ "sunday", "monday", "tuesday", "wednesday", "thursday", "friday", "saturday" ],
+  dows =
+  [
+    week_of_year(d, int8(r)),
+    week_of_year(dt, int16(r)),
+    week_of_year(d, int32(r)),
+    week_of_year(dt, int64(r)),
+    week_of_year(d, float(r)),
+    week_of_year(dt, double(r)),
+    week_of_year(d, days[r-1]),
+    week_of_year(dt, upper(days[r-1])),
+    week_of_year(d, lower(days[r-1])),
+    week_of_year(dt, substr(days[r-1], 0, 3)),
+    week_of_year(d, upper(substr(days[r-1], 0, 3))),
+    week_of_year(dt, lower(substr(days[r-1], 0, 3)))
+  ]
+order by r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.2.query.sqlpp
new file mode 100644
index 0000000..b4c4e4f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.2.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+FROM      [
+    { "f": "a" },
+    { "f": "b" },
+    { "f": "c" }
+]         AS D
+SELECT    GET_TYPE(D.f) AS dType;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.3.ddl.sqlpp
new file mode 100644
index 0000000..5606270
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.3.ddl.sqlpp
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop  dataverse test if exists;
+create  dataverse test;
+
+use test;
+
+create type test.AllType as
+{
+  t1: [string],
+  t2: binary,
+  t3: boolean,
+  t4: circle,
+  t5: date,
+  t6: datetime,
+  t7: duration,
+  t8: interval,
+  t9: line,
+  t10: {{string}},
+  t11: point,
+  t12: polygon,
+  t13: rectangle,
+  t14: string,
+  t15: time,
+  t16: uuid
+};
+
+create dataset `All` (AllType) primary key t16 autogenerated;
+
+insert into `All` [{
+    "t1": ["a", "b"],
+    "t2": hex("ABCDEF0123456789"),
+    "t3": false,
+    "t4": circle("30.0,70.0 5.0"),
+    "t5": date("-19700101"),
+    "t6": datetime("2013-01-01T12:12:12.039Z"),
+    "t7": duration("P100Y12MT12M"),
+    "t8": interval(date("2013-01-01"), date("20130505")),
+    "t9": line("30.0,70.0 50.0,90.0"),
+    "t10": {{"a", "b"}},
+    "t11": point("1,2"),
+    "t12": polygon("1.0,1.0 2.0,2.0 3.0,3.0 4.0,4.0"),
+    "t13": rectangle("30.0,70.0 50.0,90.0"),
+    "t14": "abcde",
+    "t15": time("12:12:12.039Z")
+},
+{
+    "t1": ["a", "b"],
+    "t2": hex("ABCDEF0123456789"),
+    "t3": false,
+    "t4": circle("30.0,70.0 5.0"),
+    "t5": date("-19700101"),
+    "t6": datetime("2013-01-01T12:12:12.039Z"),
+    "t7": duration("P100Y12MT12M"),
+    "t8": interval(date("2013-01-01"), date("20130505")),
+    "t9": line("30.0,70.0 50.0,90.0"),
+    "t10": {{"a", "b"}},
+    "t11": point("1,2"),
+    "t12": polygon("1.0,1.0 2.0,2.0 3.0,3.0 4.0,4.0"),
+    "t13": rectangle("30.0,70.0 50.0,90.0"),
+    "t14": "abcde",
+    "t15": time("12:12:12.039Z")
+}];
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.4.query.sqlpp
new file mode 100644
index 0000000..dbec25f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/gettype/gettype.4.query.sqlpp
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use test;
+
+SELECT VALUE {
+  "t1": get_type(t1),
+  "t2": get_type(t2),
+  "t3": get_type(t3),
+  "t4": get_type(t4),
+  "t5": get_type(t5),
+  "t6": get_type(t6),
+  "t7": get_type(t7),
+  "t8": get_type(t8),
+  "t9": get_type(t9),
+  "t10": get_type(t10),
+  "t11": get_type(t11),
+  "t12": get_type(t12),
+  "t13": get_type(t13),
+  "t14": get_type(t14),
+  "t15": get_type(t15),
+  "t16": get_type(t16)
+}
+FROM `All`;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.1.query.sqlpp
new file mode 100644
index 0000000..0e4bdb3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.1.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Type-mismatch
+ */
+
+(select value 49)[0][0];
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.2.query.sqlpp
new file mode 100644
index 0000000..d6748ff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/query-ASTERIXDB-2950/query-ASTERIXDB-2950.2.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Type-mismatch
+ */
+
+from Metadata.`Dataverse` as dv
+select count(dv.DataverseName)[0];
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_bigint_02/to_bigint_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_bigint_02/to_bigint_02.1.query.sqlpp
index 13f482f..f83710f9 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_bigint_02/to_bigint_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_bigint_02/to_bigint_02.1.query.sqlpp
@@ -16,6 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
 {
  "t": to_bigint(date("2017-06-30"))
 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_boolean_02/to_boolean_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_boolean_02/to_boolean_02.1.query.sqlpp
index 5be147e..78bc0d2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_boolean_02/to_boolean_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_boolean_02/to_boolean_02.1.query.sqlpp
@@ -16,6 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
 {
   "t": to_boolean(date("2017-06-30"))
 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_double_02/to_double_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_double_02/to_double_02.1.query.sqlpp
index 4a31e1c..78baae8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_double_02/to_double_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_double_02/to_double_02.1.query.sqlpp
@@ -16,6 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
 {
  "t": to_double(date("2017-06-30"))
 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_number_02/to_number_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_number_02/to_number_02.1.query.sqlpp
index 837750e..45190af 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_number_02/to_number_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_number_02/to_number_02.1.query.sqlpp
@@ -16,6 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
 {
  "t": to_number(date("2017-06-30"))
 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_string_02/to_string_02.1.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_string_02/to_string_02.1.query.sqlpp
index cdfec14..3075bf4 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_string_02/to_string_02.1.query.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/types/to_string_02/to_string_02.1.query.sqlpp
@@ -16,6 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
 {
  "t": to_string(date("2017-06-30"))
 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.1.ddl.sqlpp
new file mode 100644
index 0000000..66965a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.1.ddl.sqlpp
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test2;
+
+--- test2
+
+create synonym DataverseSyn2 for Metadata.`Dataverse`;
+
+create function f2() {
+  select count(*) as f2 from DataverseSyn2
+  where DataverseName like "t%"
+};
+
+create view v2 as select sum(r) as v2 from range(1,2) r;
+
+--- test1
+
+create synonym test1.DataverseSyn1 for Metadata.`Dataverse`;
+
+create view test1.v1 as select sum(r) as v1 from range(1,3) r;
+
+create function test1.f1() {
+  select count(*) as f1 from DataverseSyn1
+  where DataverseName like "t%"
+};
+
+create view test1.vA as
+  select v1.*, v2.*, f1.*, f2.*, s1.*, s2.*, d1.*
+  from
+    v1 v1,
+    test2.v2 v2,
+    f1() f1,
+    test2.f2() f2,
+    (
+      select count(*) as s1 from DataverseSyn1
+        where DataverseName like "te%"
+    ) s1,
+    (
+      select count(*) as s2 from test2.DataverseSyn2
+        where DataverseName like "tes%"
+    ) s2,
+    (
+      select count(*) as d1 from Metadata.`Dataverse`
+      where DataverseName like "test%"
+    ) d1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.10.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.10.ddl.sqlpp
new file mode 100644
index 0000000..073842f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.10.ddl.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- test "or replace"
+
+create or replace view test1.vA as
+  select r from range(3,4) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.11.query.sqlpp
new file mode 100644
index 0000000..443d9eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.11.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select value vA from vA order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.12.query.sqlpp
new file mode 100644
index 0000000..80aa2dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.12.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select DataverseName, DatasetName,
+  DatatypeDataverseName, DatatypeName, ViewDetails
+from Metadata.`Dataset`
+where DataverseName like "test%" and DatasetType = "VIEW" and DatasetName = "vA"
+order by DataverseName, DatasetName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.2.query.sqlpp
new file mode 100644
index 0000000..d7b182f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.2.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select value vA from vA;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.3.query.sqlpp
new file mode 100644
index 0000000..2cf093f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.3.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select DataverseName, DatasetName,
+  DatatypeDataverseName, DatatypeName, ViewDetails
+from Metadata.`Dataset`
+where DataverseName like "test%" and DatasetType = "VIEW"
+order by DataverseName, DatasetName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.4.ddl.sqlpp
new file mode 100644
index 0000000..237100e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.4.ddl.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- test "if not exists" when the view already exists
+
+create view test1.vA if not exists as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.5.query.sqlpp
new file mode 100644
index 0000000..636f5da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.5.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- same result as before
+
+use test1;
+
+select value vA from vA;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.6.query.sqlpp
new file mode 100644
index 0000000..a204c97
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.6.query.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- same result as before
+
+select DataverseName, DatasetName,
+  DatatypeDataverseName, DatatypeName, ViewDetails
+from Metadata.`Dataset`
+where DataverseName like "test%" and DatasetType = "VIEW" and DatasetName = "vA"
+order by DataverseName, DatasetName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.7.ddl.sqlpp
new file mode 100644
index 0000000..8d6169f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.7.ddl.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- test "if not exists" when the view does not yet exist
+
+create view test1.vB if not exists as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.8.query.sqlpp
new file mode 100644
index 0000000..bb1f529
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.8.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select value vB from vB order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.9.query.sqlpp
new file mode 100644
index 0000000..84038a9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-1/create-view-1.9.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select DataverseName, DatasetName,
+  DatatypeDataverseName, DatatypeName, ViewDetails
+from Metadata.`Dataset`
+where DataverseName like "test%" and DatasetType = "VIEW" and DatasetName = "vB"
+order by DataverseName, DatasetName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.1.ddl.sqlpp
new file mode 100644
index 0000000..f8224ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.1.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: unknown dataverse
+
+drop dataverse test if exists;
+
+create view test.v1 as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.10.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.10.ddl.sqlpp
new file mode 100644
index 0000000..9a8fa71
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.10.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: recursive definitions (view/function)
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as
+  select * from range(1,2) r;
+
+create function test.f2() {
+  select * from v1 r
+};
+
+create or replace view test.v1 as
+  select * from f2() r;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.11.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.11.ddl.sqlpp
new file mode 100644
index 0000000..5aab3ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.11.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: recursive definitions (function/view)
+
+drop dataverse test if exists;
+create dataverse test;
+
+create function test.f1() {
+  select * from range(1,2) r
+};
+
+create view test.v2 as
+  select * from f1() r
+;
+
+create or replace function test.f1() {
+  select * from v2 r
+};
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.12.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.12.ddl.sqlpp
new file mode 100644
index 0000000..b5acfc7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.12.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: untyped view cannot declare primary key
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 primary key (r) not enforced as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.13.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.13.ddl.sqlpp
new file mode 100644
index 0000000..7ad5c5e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.13.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: untyped view cannot declare foreign key
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as
+  select r from range(1,2) r;
+
+create view test.v2 foreign key (r) references v1 not enforced as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.2.ddl.sqlpp
new file mode 100644
index 0000000..0340d2c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.2.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: invalid view definition (syntax)
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as select * from range(1,2) r order by;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.3.ddl.sqlpp
new file mode 100644
index 0000000..93cde91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.3.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: invalid view definition (unknown used function)
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as select * from undefined_range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.4.ddl.sqlpp
new file mode 100644
index 0000000..6969d78
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.4.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: create view fails because view with this name already exists
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as select * from range(1,2) r;
+create view test.v1 as select * from range(3,4) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.5.ddl.sqlpp
new file mode 100644
index 0000000..da541d1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.5.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: create view fails because dataset with this name already exists
+
+drop dataverse test if exists;
+create dataverse test;
+
+create dataset test.ds1(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
+
+create view test.ds1 as select * from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.6.ddl.sqlpp
new file mode 100644
index 0000000..f6aefe9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.6.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: create or replace view fails because dataset with this name already exists
+
+drop dataverse test if exists;
+create dataverse test;
+
+create dataset test.ds2(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
+
+create or replace view test.ds2 as select * from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.7.ddl.sqlpp
new file mode 100644
index 0000000..56e24e7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.7.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: create dataset fails because view with this name already exists
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.ds1 as select * from range(1,2) r;
+
+create dataset test.ds1(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.8.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.8.ddl.sqlpp
new file mode 100644
index 0000000..97a7709
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.8.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: "or replace" with "if not exists"
+
+drop dataverse test if exists;
+create dataverse test;
+
+create or replace view test.v1 if not exists as
+  select * from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.9.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.9.ddl.sqlpp
new file mode 100644
index 0000000..a9ef305
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-2-negative/create-view-2-negative.9.ddl.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: recursive definitions (view/view)
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as
+  select * from range(1,2) r;
+
+create view test.v2 as
+  select * from v1 r;
+
+create or replace view test.v1 as
+  select * from v2 r;
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.1.ddl.sqlpp
new file mode 100644
index 0000000..5c4ea0e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.1.ddl.sqlpp
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset t1(c_id int32 not unknown) open type primary key c_id;
+
+create dataset t2(c_id int32 not unknown) open type primary key c_id;
+
+/* inline type */
+create view v1(
+  c_id int32,
+  c_i8 int8, c_i16 int16, c_i32 int32, c_i64 int64, c_f float, c_d double,
+  c_b boolean, c_s string,
+  c_datetime datetime, c_date date, c_time time,
+  c_dur duration, c_ymdur year_month_duration, c_dtdur day_time_duration
+) default null as t1;
+
+create type t2 as closed {
+  c_id:int32?,
+  c_i8:int8?, c_i16:int16?, c_i32:int32?, c_i64:int64?, c_f:float?, c_d:double?,
+  c_b:boolean?, c_s:string?,
+  c_datetime:datetime?, c_date:date?, c_time:time?,
+  c_dur:duration?, c_ymdur:year_month_duration?, c_dtdur:day_time_duration?
+};
+
+/* type reference, query body */
+create view v2_ref_type(t2) default null as
+  select c_id,
+    c_i8, c_i16, c_i32, c_i64, c_f, c_d,
+    c_b, c_s,
+    c_datetime, c_date, c_time,
+    c_dur, c_ymdur, c_dtdur
+  from t1
+;
+
+/* custom date/time format  */
+create view v3_datetime_format(
+  c_id int32,
+  c_datetime datetime, c_date date, c_time time
+) default null
+  datetime 'MM/DD/YYYY hh:mm:ss.nnna'
+  date 'MM/DD/YYYY'
+  time 'hh:mm:ss.nnna'
+as t2;
+
+/* custom date format */
+create view v4_date_format_only(
+  c_id int32,
+  c_datetime datetime, c_date date, c_time time
+) default null
+  date 'MM/DD/YYYY'
+as t2;
+
+/* primary key (not enforced) */
+
+create view v5_pk(
+  c_id int32 not unknown,
+  c_datetime datetime
+) default null
+  datetime 'MM/DD/YYYY hh:mm:ss.nnna'
+  primary key (c_id) not enforced
+as t2;
+
+/* primary key (not enforced), check that invalid tuples are eliminated */
+/* also check that NOT UNKNOWN type quantifier is automatically assumed for primary keys */
+
+create view v6_pk_no_nulls(
+  c_i64 int64,
+  c_id int32
+) default null
+  primary key (c_i64) not enforced
+as t1;
+
+/* no primary key, check that invalid tuples are eliminated if target field type is declared as not unknown */
+
+create view v7_no_nulls(
+  c_i64 int64 not unknown,
+  c_id int32
+) default null
+as t1;
+
+/* no primary key, check that invalid tuples are eliminated if target field type is declared as not unknown */
+
+create view v8_no_nulls_multi(
+  c_id int32,
+  c_x int64 not unknown,
+  c_y int64 not unknown
+) default null
+as
+  select
+    c_id,
+    case when to_bigint(c_i32) >= 0 then to_bigint(c_i32) when to_bigint(c_i32) < 0 then null else 0 end as c_x,
+    case when to_bigint(c_i64) >= 0 then null when to_bigint(c_i64) < 0 then to_bigint(c_i64) else 0 end as c_y
+  from t1;
+
+/* composite pk */
+
+create view v9_pk_composite(
+  c_id1 int32 not unknown,
+  c_id2 int32 not unknown
+) default null
+  primary key (c_id1, c_id2) not enforced
+as
+  select c_id as c_id1, -c_id as c_id2
+  from t1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.10.query.sqlpp
new file mode 100644
index 0000000..62dddff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.10.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id, c_x, c_y
+from v8_no_nulls_multi
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.11.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.11.query.sqlpp
new file mode 100644
index 0000000..71bb255
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.11.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id1, c_id2
+from v9_pk_composite
+order by c_id1, c_id2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.12.query.sqlpp
new file mode 100644
index 0000000..96ab466
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.12.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select d.DataverseName, d.DatasetName, d.ViewDetails, dt.Derived.Record.Fields as DatatypeFields
+from Metadata.`Dataset` d
+join Metadata.`Datatype` dt on d.DatatypeDataverseName = dt.DataverseName and d.DatatypeName = dt.DatatypeName
+where d.DatasetType='VIEW'
+order by d.DataverseName, d.DatasetName;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.2.update.sqlpp
new file mode 100644
index 0000000..4c91491
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.2.update.sqlpp
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+insert into t1 ([
+  {
+    'c_id':0,
+    'c_i8':'8','c_i16':'16','c_i32':'32','c_i64':'64','c_f':'1.5','c_d':'2.25',
+    'c_b':false,'c_s':'abc',
+    'c_datetime':'2020-02-03T10:11:12.001','c_date':'2020-02-03','c_time':'10:11:12.001',
+    'c_dur':'P30Y10M25DT13H12M50S','c_ymdur':'P30Y10M','c_dtdur':'P25DT13H12M50S'
+  },
+
+  {
+    'c_id':1,
+    'c_i8':'-8','c_i16':'-16','c_i32':'-32','c_i64':'-64','c_f':'-1.5','c_d':'-2.25',
+    'c_b':true,'c_s':'xyz',
+    'c_datetime':'2021-04-05T01:02:03.999','c_date':'2021-04-05','c_time':'01:02:03.999',
+    'c_dur':'P1Y2M3DT4H5M6S','c_ymdur':'P1Y2M','c_dtdur':'P3DT4H5M6S'
+  },
+
+  /* Null values */
+  {
+    'c_id':2,
+    'c_i8':null,'c_i16':null,'c_i32':null,'c_i64':null,'c_f':null,'c_d':null,
+    'c_b':null,'c_s':null,
+    'c_datetime':null,'c_date':null,'c_time':null,
+    'c_dur':null,'c_ymdur':null,'c_dtdur':null
+  },
+
+  /* Missing values */
+  {
+    'c_id':3
+  },
+
+  /* Invalid values */
+  {
+    'c_id':4,
+    'c_i8':'a','c_i16':'b','c_i32':'c','c_i64':'d','c_f':'e','c_d':'f',
+    'c_b':99,'c_s':null,
+    'c_datetime':'a','c_date':'b','c_time':'c',
+    'c_dur':'x','c_ymdur':'y','c_dtdur':'z',
+    'c_something_else':'something_else'
+  }
+]);
+
+/* Custom date/time format */
+insert into t2 ([
+  {
+    'c_id':0,
+    'c_datetime':'02/20/2020 11:40:41.001pm','c_date':'02/20/2020','c_time':'11:40:41.001pm'
+  },
+  {
+    'c_id':1,
+    'c_datetime':'11/25/2021 11:50:51.999am','c_date':'11/25/2021','c_time':'11:50:51.999am'
+  },
+  /* Invalid values */
+  {
+    'c_id':2,
+    'c_datetime':'a','c_date':'b','c_time':'c'
+  }
+]);
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.3.query.sqlpp
new file mode 100644
index 0000000..c8126cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.3.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id,
+  c_i8, c_i16, c_i32, c_i64, c_f, c_d,
+  c_b, c_s,
+  c_datetime, c_date, c_time,
+  c_dur, c_ymdur, c_dtdur
+from v1
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.4.query.sqlpp
new file mode 100644
index 0000000..59a713a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.4.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id,
+  c_i8, c_i16, c_i32, c_i64, c_f, c_d,
+  c_b, c_s,
+  c_datetime, c_date, c_time,
+  c_dur, c_ymdur, c_dtdur
+from v2_ref_type
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.5.query.sqlpp
new file mode 100644
index 0000000..19be7a9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.5.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id,
+  c_datetime, c_date, c_time
+from v3_datetime_format
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.6.query.sqlpp
new file mode 100644
index 0000000..fd96010
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.6.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id, c_date
+from v4_date_format_only
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.7.query.sqlpp
new file mode 100644
index 0000000..6513352
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.7.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id, c_date
+from v5_pk
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.8.query.sqlpp
new file mode 100644
index 0000000..35a7799
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.8.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id, c_i64
+from v6_pk_no_nulls
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.9.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.9.query.sqlpp
new file mode 100644
index 0000000..6f14510
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-3-typed/create-view-3-typed.9.query.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select c_id, c_i64
+from v7_no_nulls
+order by c_id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.1.ddl.sqlpp
new file mode 100644
index 0000000..2c39dd1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.1.ddl.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset t1(c_id int32 not unknown) open type primary key c_id;
+
+create view v1(
+  c_id int32,
+  c_i8 int8, c_i16 int16, c_i32 int32, c_i64 int64, c_f float, c_d double,
+  c_b boolean, c_s string,
+  c_datetime datetime, c_date date, c_time time,
+  c_dur duration, c_ymdur year_month_duration, c_dtdur day_time_duration
+) default null as t1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.2.update.sqlpp
new file mode 100644
index 0000000..644893f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.2.update.sqlpp
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+insert into t1 ([
+  /* Invalid format (string values) */
+  {
+    'c_id':0,
+    'c_i8':'a','c_i16':'b','c_i32':'c','c_i64':'d','c_f':'e','c_d':'f',
+    'c_b':null,'c_s':null,
+    'c_datetime':'g','c_date':'h','c_time':'j',
+    'c_dur':'k','c_ymdur':'m','c_dtdur':'n'
+  },
+  /* Invalid type */
+  {
+    'c_id':1,
+    'c_i8':duration('P1M8S'),'c_i16':duration('P1M16S'),'c_i32':duration('P1M32S'),'c_i64':duration('P1M64S'),'c_f':duration('P2M32S'),'c_d':duration('P2M64S'),
+    'c_b':duration('P3M1S'),'c_s':null,
+    'c_datetime':duration('P4M1S'),'c_date':duration('P5M1S'),'c_time':duration('P6M1S'),
+    'c_dur':date('2020-01-02'),'c_ymdur':date('2020-01-02'),'c_dtdur':date('2020-01-02')
+  }
+]);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.3.query.sqlpp
new file mode 100644
index 0000000..e600abd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-4-typed-warn/create-view-4-typed-warn.3.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+use test1;
+
+select c_id,
+  c_i8, c_i16, c_i32, c_i64, c_f, c_d,
+  c_b, c_s,
+  c_datetime, c_date, c_time,
+  c_dur, c_ymdur, c_dtdur
+from v1
+order by c_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.1.ddl.sqlpp
new file mode 100644
index 0000000..d03801e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.1.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset t1(c_id int32 not unknown) open type primary key c_id;
+
+/* invalid custom date/time format (in with clause) */
+create view v1_invalid_datetime_format(
+  c_id int32,
+  c_datetime datetime, c_date date, c_time time
+) default null
+  datetime 'XX.ZZ.11'
+  date 'XX.ZZ.22'
+  time 'XX.ZZ.33'
+as t1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.2.update.sqlpp
new file mode 100644
index 0000000..3a6173f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.2.update.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+insert into t1 ([
+  /* Invalid format (string values) */
+  {
+    'c_id':0,
+    'c_datetime':'a','c_date':'b','c_time':'c'
+  }
+]);
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.3.query.sqlpp
new file mode 100644
index 0000000..dd71835
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-5-typed-warn/create-view-5-typed-warn.3.query.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// requesttype=application/json
+// param max-warnings:json=100
+
+use test1;
+
+select c_id,
+  c_datetime, c_date, c_time
+from v1_invalid_datetime_format
+order by c_id;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.1.ddl.sqlpp
new file mode 100644
index 0000000..859b498
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.1.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: unknown datatype's dataverse
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(unknown_dv.t1) default null as
+  select * from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.10.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.10.ddl.sqlpp
new file mode 100644
index 0000000..f3c2076
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.10.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: primary key declaration requires "not enforced" modifier
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint)
+  default null
+  primary key (r)
+  as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.11.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.11.ddl.sqlpp
new file mode 100644
index 0000000..dd69e56
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.11.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: view inline type has duplicate fields
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint, r bigint) default null as
+  select r, [r] a from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.12.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.12.ddl.sqlpp
new file mode 100644
index 0000000..53e94fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.12.ddl.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot replace typed view if the replacement declaration has a different primary key
+ *           because there might be another typed view that refers to its primary key
+ *           via foreign key declaration.
+ *           (this limitation will be relaxed in the future)
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+create dataset test1.employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view test1.employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+create or replace view test1.employee_v1(e_id int not unknown, e_mgr_id int not unknown)
+  default null
+  primary key (e_id, e_mgr_id) not enforced
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.13.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.13.ddl.sqlpp
new file mode 100644
index 0000000..101ed8f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.13.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: primary key declaration refers to a non-existent nested field
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint not unknown)
+  default null
+  primary key (r.unknown_field) not enforced
+  as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.14.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.14.ddl.sqlpp
new file mode 100644
index 0000000..26a9668
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.14.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: primary key declaration uses
+---           meta() reference
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint not unknown)
+  default null
+  primary key (meta().unknown_field) not enforced
+  as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.15.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.15.ddl.sqlpp
new file mode 100644
index 0000000..00c186e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.15.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: foreign key definition requires 'not enforced' modifier
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references employee_v1
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.16.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.16.ddl.sqlpp
new file mode 100644
index 0000000..212f31d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.16.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create self-referenced foreign key if primary key is undefined
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  foreign key (e_mgr_id) references employee_v1 not enforced
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.17.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.17.ddl.sqlpp
new file mode 100644
index 0000000..2b33d73
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.17.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create self-referenced foreign key if
+ *           its definition doesn't match the primary key
+ *           (foreign key declaration has more fields)
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id, e_hrr_id) references employee_v1 not enforced
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.18.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.18.ddl.sqlpp
new file mode 100644
index 0000000..493f31b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.18.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create self-referenced foreign key if
+ *           its definition doesn't match the primary key
+ *           (foreign key declaration has fewer fields)
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset employee(e_id1 int not unknown, e_id2 int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id1, e_id2;
+
+create view employee_v2(e_id1 int not unknown, e_id2 int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id1, e_id2) not enforced
+  foreign key (e_mgr_id) references employee_v2 not enforced
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.19.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.19.ddl.sqlpp
new file mode 100644
index 0000000..af69c77
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.19.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create self-referenced foreign key if
+ *           its definition doesn't match the primary key
+ *           (foreign key declaration has same fields as primary key)
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset employee(e_id1 int not unknown, e_id2 int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id1, e_id2;
+
+create view employee_v2(e_id1 int not unknown, e_id2 int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id1, e_id2) not enforced
+  foreign key (e_id2, e_id1) references employee_v2 not enforced
+  as employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.2.ddl.sqlpp
new file mode 100644
index 0000000..571d3d9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.2.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: unknown datatype
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(t1_unknown) default null as
+  select * from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.20.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.20.ddl.sqlpp
new file mode 100644
index 0000000..11c8f18
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.20.ddl.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create foreign key if referenced dataverse does not exist
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+use test2;
+
+create view employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references test3.employee_v1 not enforced
+  as test1.employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.21.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.21.ddl.sqlpp
new file mode 100644
index 0000000..9504a91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.21.ddl.sqlpp
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create foreign key if referenced view does not exist
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+use test2;
+
+create view employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references test1.employee_v3 not enforced
+  as test1.employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.22.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.22.ddl.sqlpp
new file mode 100644
index 0000000..6a1dcc1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.22.ddl.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: cannot create foreign key if referenced object exist, but is not a view
+ *           (this use-case will be allowed in the future)
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+use test2;
+
+create view employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references test1.employee not enforced
+  as test1.employee_v1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.23.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.23.ddl.sqlpp
new file mode 100644
index 0000000..d751f03
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.23.ddl.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: invalid foreign key definition. nested field specified.
+ *
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+use test2;
+
+create view employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id.e_mgr_id2) references test1.employee_v1 not enforced
+  as test1.employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.24.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.24.ddl.sqlpp
new file mode 100644
index 0000000..d1d3be8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.24.ddl.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: invalid foreign key definition. meta() field specified.
+ *
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test1.employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view test1.employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+create view test2.employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (meta().e_mgr_id) references test1.employee_v1 not enforced
+  as test1.employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.25.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.25.ddl.sqlpp
new file mode 100644
index 0000000..d718fa7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.25.ddl.sqlpp
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Negative: invalid foreign key definition. number of fields
+ *           doesn't match number of primary key fields of the referred view
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test1.employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view test1.employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee;
+
+create view test2.employee_v2(e_id int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id, e_hrr_id) references test1.employee_v1 not enforced
+  as test1.employee;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.3.ddl.sqlpp
new file mode 100644
index 0000000..73de71e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.3.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: view type is not closed
+
+drop dataverse test if exists;
+create dataverse test;
+
+create type test.t1 as open {
+  r:int64?
+};
+
+create view test.v1(t1) default null as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.4.ddl.sqlpp
new file mode 100644
index 0000000..e900a32
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.4.ddl.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: view type has non-primitive fields
+
+drop dataverse test if exists;
+create dataverse test;
+
+create type test.t1 as closed {
+  r:int64?,
+  a:[int64]?
+};
+
+create view test.v1(t1) default null as
+  select r, [r] a from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.5.ddl.sqlpp
new file mode 100644
index 0000000..4b814bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.5.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: view inline type has non-primitive fields
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint, a [bigint]) default null as
+  select r, [r] a from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.6.ddl.sqlpp
new file mode 100644
index 0000000..2e01c03
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.6.ddl.sqlpp
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: invalid view parameter clause
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(cd date) default null
+  date 'YYYY-MM-DD'
+  date_illegal_property_name 'YYYY-MM-DD'
+as
+  select string(current_date()) cd from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.7.ddl.sqlpp
new file mode 100644
index 0000000..adb53a8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.7.ddl.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: default null is required
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint) as
+  select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.8.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.8.ddl.sqlpp
new file mode 100644
index 0000000..dd7e995
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.8.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: primary key declaration refers to a non-existent field
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint)
+  default null
+  primary key (unknown_field) not enforced
+  as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.9.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.9.ddl.sqlpp
new file mode 100644
index 0000000..8aba1c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-6-typed-negative/create-view-6-typed-negative.9.ddl.sqlpp
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: primary key declaration refers to a non-existent field
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1(r bigint not unknown)
+  default null
+  primary key (r, unknown_field_2) not enforced
+  as select r from range(1,2) r;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.1.ddl.sqlpp
new file mode 100644
index 0000000..2e6f347
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.1.ddl.sqlpp
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test 'self reference' foreign keys
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test1;
+
+create dataset employee(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view employee_v1(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references employee_v1 not enforced
+  as employee;
+
+create view employee_v2(e_id int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references test1.employee_v2 not enforced
+  foreign key (e_hrr_id) references test1.employee_v2 not enforced
+  as employee;
+
+use test2;
+
+create dataset employee2(e_id1 int not unknown, e_id2 int not unknown, e_name string,
+  e_mgr_id1 int, e_mgr_id2 int, e_hrr_id1 int, e_hrr_id2 int)
+  primary key e_id1, e_id2;
+
+create view employee2_v1(e_id1 int not unknown, e_id2 int not unknown,
+  e_mgr_id1 int, e_mgr_id2 int, e_hrr_id1 int, e_hrr_id2 int)
+  default null
+  primary key (e_id1, e_id2) not enforced
+  foreign key (e_mgr_id1, e_mgr_id2) references employee2_v1 not enforced
+  foreign key (e_hrr_id1, e_hrr_id2) references employee2_v1 not enforced
+  as employee2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.2.query.sqlpp
new file mode 100644
index 0000000..2f44238
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.2.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select d.DataverseName, d.DatasetName, d.ViewDetails
+from Metadata.`Dataset` d
+where d.DataverseName like "test%" and d.DatasetType = "VIEW"
+order by d.DataverseName, d.DatasetName;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.3.ddl.sqlpp
new file mode 100644
index 0000000..2f23876
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.3.ddl.sqlpp
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/*
+ * Test multiple foreign keys, cross-dataverse references, composite keys
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test2;
+
+create dataset customers(c_id int not unknown, c_name string) primary key c_id;
+
+create dataset stores(s_id1 int not unknown, s_id2 int not unknown, s_name string) primary key s_id1, s_id2;
+
+create dataset orders(o_id int not unknown, o_cid int, o_sidX int, o_sidY int, o_amount int) primary key o_id;
+
+create view customers_v(c_id int not unknown, c_name string) default null
+   primary key (c_id) not enforced
+   as customers;
+
+use test1;
+
+create view stores_v(s_id1 int not unknown, s_id2 int not unknown, s_name string) default null
+   primary key (s_id1, s_id2) not enforced
+   as test2.stores;
+
+create view orders_v(o_id int not unknown, o_cid int, o_sidX int, o_sidY int, o_amount int) default null
+  primary key (o_id) not enforced
+  foreign key (o_cid) references test2.customers_v not enforced
+  foreign key (o_sidX, o_sidY) references test1.stores_v not enforced
+  as test2.orders;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.4.query.sqlpp
new file mode 100644
index 0000000..2f44238
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/create-view-7-foreign-key/create-view-7-foreign-key.4.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select d.DataverseName, d.DatasetName, d.ViewDetails
+from Metadata.`Dataset` d
+where d.DataverseName like "test%" and d.DatasetType = "VIEW"
+order by d.DataverseName, d.DatasetName;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.1.ddl.sqlpp
new file mode 100644
index 0000000..87c26cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.1.ddl.sqlpp
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- test drop dataverse with views
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+create view test1.v1 as
+  select r from range(0,2) r;
+
+create view test1.v2 as
+  select v1.* from v1;
+
+create view test1.v3(r bigint) default null as v2;
+
+create type test1.t4 as closed { r:int64? };
+
+create view test1.v4(t4) default null as v2;
+
+create view test1.v5(r bigint not unknown)
+  default null
+  primary key (r) not enforced
+  as v3;
+
+create view test1.v6(r1 bigint not unknown, r2 bigint)
+  default null
+  primary key (r1) not enforced
+  foreign key (r2) references v5 not enforced
+  as select r r1, r+1 r2 from range(0,2) r;
+
+drop dataverse test1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.2.query.sqlpp
new file mode 100644
index 0000000..b707271
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-1/drop-dataverse-1.2.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select count(*) cnt
+from Metadata.`Dataverse` d
+where d.DataverseName like "test%";
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.1.ddl.sqlpp
new file mode 100644
index 0000000..f3f0334
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.1.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View depends on view
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create view test2.v2 as select r from range(1,2) r;
+
+create view test1.v1 as select v2.* from test2.v2;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.2.ddl.sqlpp
new file mode 100644
index 0000000..d8f90bb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.2.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- Function depends on view
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create view test2.v2 as select r from range(1,2) r;
+
+create function test1.f1() { select v2.* from test2.v2 };
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.3.ddl.sqlpp
new file mode 100644
index 0000000..5089a6a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.3.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View depends on dataset
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test2.ds2(c1 bigint not unknown, c2 bigint) primary key c1;
+
+create view test1.v1 as select ds2.* from test2.ds2;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.4.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.4.ddl.sqlpp
new file mode 100644
index 0000000..8c28081
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.4.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View depends on function
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create function test2.f2() { select r from range(1,2) r };
+
+create view test1.v1 as select f2.* from test2.f2() f2;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.5.ddl.sqlpp
new file mode 100644
index 0000000..cf055ae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.5.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View depends on synonym
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test2.ds2(c1 bigint not unknown, c2 bigint) primary key c1;
+
+create synonym test2.s3 for ds2;
+
+create view test1.v1 as select s3.* from test2.s3;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.6.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.6.ddl.sqlpp
new file mode 100644
index 0000000..130e769
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.6.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View depends on datatype
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create type test2.t1 as closed { r:int64? };
+
+create view test1.v1(test2.t1) default null as select r from range(1,2) r;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.7.ddl.sqlpp
new file mode 100644
index 0000000..0456ab7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-dataverse-2-negative/drop-dataverse-2-negative.7.ddl.sqlpp
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Test that DROP DATAVERSE fails due to cross-dataverse dependencies
+
+--- View refers to another view view foreign key declaration
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test2.employee_2(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view test2.employee_v2(e_id int not unknown, e_mgr_id int)
+  default null
+  primary key (e_id) not enforced
+  as employee_2;
+
+create dataset test1.employee_1(e_id int not unknown, e_name string, e_mgr_id int, e_hrr_id int)
+  primary key e_id;
+
+create view test1.employee_v1(e_id int not unknown, e_mgr_id int, e_hrr_id int)
+  default null
+  primary key (e_id) not enforced
+  foreign key (e_mgr_id) references test2.employee_v2 not enforced
+  as employee_1;
+
+drop dataverse test2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.1.ddl.sqlpp
new file mode 100644
index 0000000..16c1d6d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.1.ddl.sqlpp
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+
+drop view test.v1 if exists;
+
+create view test.v2 as
+  select r from range(1,2) r;
+
+drop view test.v2 if exists;
+
+create view test.v3 as
+  select r from range(3,4) r;
+
+drop view test.v3;
+
+create view test.v4 as
+  select r from range(3,4) r;
+
+create synonym test.s4 for v4;
+
+-- ok to drop a view if a synonym depends on it
+
+drop view test.v4;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.2.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.2.query.sqlpp
new file mode 100644
index 0000000..4c8483e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.2.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select count(*) cnt
+from Metadata.`Dataset`
+where DataverseName = "test" and DatasetType = "VIEW";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.3.ddl.sqlpp
new file mode 100644
index 0000000..c64efbd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.3.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+/* Drop views and inline types, user-defined datatype must remain in the dataverse */
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as
+  select r from range(1,2) r;
+
+create view test.v2(r bigint) default null as v1;
+
+create type test.t3 as closed { r:int64? };
+
+create view test.v3(t3) default null as v1;
+
+drop view test.v3;
+
+drop view test.v2;
+
+drop view test.v1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.4.query.sqlpp
new file mode 100644
index 0000000..4c8483e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.4.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select count(*) cnt
+from Metadata.`Dataset`
+where DataverseName = "test" and DatasetType = "VIEW";
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.5.query.sqlpp
new file mode 100644
index 0000000..5bf0799
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-1/drop-view-1.5.query.sqlpp
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select DatatypeName
+from Metadata.`Datatype`
+where DataverseName = "test"
+order by DatatypeName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.1.ddl.sqlpp
new file mode 100644
index 0000000..c92c33a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.1.ddl.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: unknown dataverse
+
+drop dataverse test if exists;
+
+drop view test.v1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.10.query.sqlpp
new file mode 100644
index 0000000..7aa6517
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.10.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the function was not dropped
+
+select value f2 from test2.f2() f2 order by f2.r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.11.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.11.ddl.sqlpp
new file mode 100644
index 0000000..009dd83
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.11.ddl.sqlpp
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop synonym fails if a view depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test2.ds2(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
+
+create synonym test2.s2 for test2.ds2;
+
+create view test1.v1 as
+  select * from test2.s2;
+
+drop synonym test2.s2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.12.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.12.query.sqlpp
new file mode 100644
index 0000000..4a425b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.12.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the synonym was not dropped
+
+select value count(*) from test2.s2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.13.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.13.ddl.sqlpp
new file mode 100644
index 0000000..27acbde
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.13.ddl.sqlpp
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop view fails if a view depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create view test2.v2 as
+  select * from range(1,2) r;
+
+create view test1.v1 as
+  select * from test2.v2;
+
+drop view test2.v2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.14.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.14.query.sqlpp
new file mode 100644
index 0000000..f009fcf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.14.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the view was not dropped
+
+select value v2 from test2.v2 v2 order by v2.r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.15.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.15.ddl.sqlpp
new file mode 100644
index 0000000..c759a13
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.15.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop view fails if a function depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create view test2.v2 as
+  select * from range(1,2) r;
+
+create function test1.f1() {
+  select * from test2.v2
+};
+
+drop view test2.v2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.16.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.16.query.sqlpp
new file mode 100644
index 0000000..f009fcf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.16.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the view was not dropped
+
+select value v2 from test2.v2 v2 order by v2.r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.17.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.17.ddl.sqlpp
new file mode 100644
index 0000000..0fbb626
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.17.ddl.sqlpp
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop type fails if a view depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create type test2.t1 as closed { r:int64? };
+
+create view test1.v1(test2.t1) default null as
+  select r from range(1,2) r;
+
+drop type test2.t1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.18.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.18.query.sqlpp
new file mode 100644
index 0000000..29f7a8d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.18.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the type was not dropped
+
+select DatatypeName
+from Metadata.`Datatype`
+where DataverseName = "test2"
+order by DatatypeName;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.2.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.2.ddl.sqlpp
new file mode 100644
index 0000000..4480882
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.2.ddl.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: unknown view
+
+drop dataverse test if exists;
+create dataverse test;
+
+drop view test.v1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.3.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.3.ddl.sqlpp
new file mode 100644
index 0000000..2034c22
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.3.ddl.sqlpp
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop dataset fails if target is a view
+
+drop dataverse test if exists;
+create dataverse test;
+
+create view test.v1 as select r from range(1,2) r;
+
+drop dataset test.v1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.4.query.sqlpp
new file mode 100644
index 0000000..1275dbe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.4.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the view was not dropped
+
+select value r from test.v1 r order by r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.5.ddl.sqlpp
new file mode 100644
index 0000000..3a1fd33
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.5.ddl.sqlpp
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop view fails if target is a dataset
+
+drop dataverse test if exists;
+create dataverse test;
+
+create dataset test.ds1(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
+
+drop view test.ds1;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.6.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.6.query.sqlpp
new file mode 100644
index 0000000..12971b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.6.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the dataset was not dropped
+
+select value count(*) from test.ds1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.7.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.7.ddl.sqlpp
new file mode 100644
index 0000000..92d2270
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.7.ddl.sqlpp
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop dataset fails if a view depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create dataset test2.ds2(
+  c_custkey integer not unknown,
+  c_name string not unknown
+) primary key c_custkey;
+
+create view test1.v1 as
+  select * from test2.ds2;
+
+drop dataset test2.ds2;
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.8.query.sqlpp
new file mode 100644
index 0000000..dd85dbe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.8.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+-- check that the dataset was not dropped
+
+select value count(*) from test2.ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.9.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.9.ddl.sqlpp
new file mode 100644
index 0000000..83d4fab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/drop-view-2-negative/drop-view-2-negative.9.ddl.sqlpp
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+--- Negative: drop function fails if a view depends on it
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+create function test2.f2() {
+  select * from range(1,2) r
+};
+
+create view test1.v1 as
+  select * from test2.f2() f2;
+
+drop function test2.f2();
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.1.ddl.sqlpp
new file mode 100644
index 0000000..e5a22ec
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.1.ddl.sqlpp
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset ds1(
+  c1 bigint not unknown,
+  c2 bigint
+) primary key c1;
+
+create synonym s2 for ds1;
+
+create view v3 as
+  select c1, c2 from s2;
+
+create synonym s4 for v3;
+
+create function f5() {
+  select c1, c2 from s4
+};
+
+create view v6 as
+  select c1, c2 from f5() f5;
+
+create synonym s7 for v6;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.2.update.sqlpp
new file mode 100644
index 0000000..260b64f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.2.update.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+insert into ds1 select r c1, 9 - r c2 from range(0, 9) r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.3.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.3.query.sqlpp
new file mode 100644
index 0000000..6c92c4a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.3.query.sqlpp
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+select s7.* from s7 order by c1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.4.query.sqlpp
new file mode 100644
index 0000000..57b5010
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.4.query.sqlpp
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select "VIEW" Kind, DatasetName Name,
+  ViewDetails.`Definition` `Definition`,
+  ViewDetails.Dependencies Dependencies
+from Metadata.`Dataset`
+where DataverseName like "test1%" and DatasetType = "VIEW"
+
+union all
+
+select "FUNCTION" Kind, Name, `Definition`, Dependencies
+from Metadata.`Function`
+where DataverseName like "test1%"
+
+order by Name;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.5.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.5.ddl.sqlpp
new file mode 100644
index 0000000..97f9ec4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.5.ddl.sqlpp
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test2 if exists;
+create dataverse test2;
+
+use test2;
+
+create dataset ds1(
+  c1 bigint not unknown,
+  c2 bigint
+) primary key c1;
+
+create dataset ds2(
+  c1 bigint not unknown,
+  c2 bigint
+) primary key c1;
+
+create view v3 as
+  select c1, c2 from ds1
+  union all
+  select c1, c2 from ds2;
+
+create view v4 as
+  select c1, c2 from ds1
+  union all
+  select c1, c2 from ds2;
+
+create function f5() {
+  select c1, c2 from v3
+};
+
+create function f6() {
+  select c1, c2 from v4
+};
+
+create synonym s7 for ds1;
+
+create synonym s8 for ds2;
+
+create view v9 as
+  select c1, c2 from ds1
+  union all
+  select c1, c2 from ds2
+  union all
+  select c1, c2 from v3
+  union all
+  select c1, c2 from v4
+  union all
+  select c1, c2 from f5() f5
+  union all
+  select c1, c2 from f6() f6
+  union all
+  select c1, c2 from s7
+  union all
+  select c1, c2 from s8;
+
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.6.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.6.update.sqlpp
new file mode 100644
index 0000000..902c718
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.6.update.sqlpp
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test2;
+
+insert into ds1 select r c1, 2 - r c2 from range(0, 2) r;
+
+insert into ds2 select r c1, 2 - r c2 from range(0, 2) r;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.7.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.7.query.sqlpp
new file mode 100644
index 0000000..762f234
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.7.query.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test2;
+
+select count(*) c,
+  array_sort(array_agg(distinct c1)) c1,
+  array_sort(array_agg(distinct c2)) c2
+from v9;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.8.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.8.query.sqlpp
new file mode 100644
index 0000000..d41ee20
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-1/view-1.8.query.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+select "VIEW" Kind, DatasetName Name,
+  ViewDetails.Dependencies Dependencies
+from Metadata.`Dataset`
+where DataverseName like "test2%" and DatasetType = "VIEW"
+
+union all
+
+select "FUNCTION" Kind, Name, Dependencies
+from Metadata.`Function`
+where DataverseName like "test2%"
+
+order by Name;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.1.ddl.sqlpp
new file mode 100644
index 0000000..90f0d31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.1.ddl.sqlpp
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+drop dataverse test1 if exists;
+create dataverse test1;
+
+use test1;
+
+create dataset t1(id bigint not unknown, v string) primary key id;
+
+create view v1 as t1;
+
+create view v2 as t1;
+
+create view v3 as t1;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.2.update.sqlpp
new file mode 100644
index 0000000..5e4b305
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.2.update.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+insert into t1 ([
+  {'id':1,'v':'hello1'},
+  {'id':2,'v':'hello2'}
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.3.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.3.update.sqlpp
new file mode 100644
index 0000000..89507a0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.3.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+--- Failure: cannot insert into a view
+
+insert into v1 ([
+  {'id':3,'v':'hello1'}
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.4.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.4.update.sqlpp
new file mode 100644
index 0000000..103f7f1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.4.update.sqlpp
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+--- Failure: cannot upsert into a view
+
+upsert into v2 ([
+  {'id':2,'v':'hello22'}
+]);
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.5.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.5.update.sqlpp
new file mode 100644
index 0000000..b3e5524
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/view/view-2-negative/view-2-negative.5.update.sqlpp
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use test1;
+
+--- Failure: cannot delete from a view
+
+delete from v3
+where id = 2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.4.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.4.query.sqlpp
new file mode 100644
index 0000000..b1c215c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.4.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : ORDER BY MISSING/NULL/complex NULLS FIRST
+ * Expected Res : SUCCESS
+ */
+
+from [
+  {                   "y": "m" },
+  { "x": null,        "y": "n" },
+  { "x": 1,           "y": "i" },
+  { "x": "a",         "y": "s" },
+  { "x": [ "b" ],     "y": "a" },
+  { "x": { "c": 1 },  "y": "o" }
+] t
+select
+  nth_value(y, 0) over (order by x nulls first rows between unbounded preceding and unbounded following) w0,
+  nth_value(y, 1) over (order by x nulls first rows between unbounded preceding and unbounded following) w1,
+  nth_value(y, 2) over (order by x nulls first rows between unbounded preceding and unbounded following) w2,
+  nth_value(y, 3) over (order by x nulls first rows between unbounded preceding and unbounded following) w3,
+  nth_value(y, 4) over (order by x nulls first rows between unbounded preceding and unbounded following) w4,
+  nth_value(y, 5) over (order by x nulls first rows between unbounded preceding and unbounded following) w5,
+  nth_value(y, 6) over (order by x nulls first rows between unbounded preceding and unbounded following) w6,
+  x, y
+order by x, y
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.5.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.5.query.sqlpp
new file mode 100644
index 0000000..8d35f92
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_null_missing/win_null_missing.5.query.sqlpp
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : ORDER BY MISSING/NULL/complex NULLS LAST
+ * Expected Res : SUCCESS
+ */
+
+from [
+  {                   "y": "m" },
+  { "x": null,        "y": "n" },
+  { "x": 1,           "y": "i" },
+  { "x": "a",         "y": "s" },
+  { "x": [ "b" ],     "y": "a" },
+  { "x": { "c": 1 },  "y": "o" }
+] t
+select
+  nth_value(y, 0) over (order by x nulls last rows between unbounded preceding and unbounded following) w0,
+  nth_value(y, 1) over (order by x nulls last rows between unbounded preceding and unbounded following) w1,
+  nth_value(y, 2) over (order by x nulls last rows between unbounded preceding and unbounded following) w2,
+  nth_value(y, 3) over (order by x nulls last rows between unbounded preceding and unbounded following) w3,
+  nth_value(y, 4) over (order by x nulls last rows between unbounded preceding and unbounded following) w4,
+  nth_value(y, 5) over (order by x nulls last rows between unbounded preceding and unbounded following) w5,
+  nth_value(y, 6) over (order by x nulls last rows between unbounded preceding and unbounded following) w6,
+  x, y
+order by x, y
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_opt_02/win_opt_02.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_opt_02/win_opt_02.10.query.sqlpp
new file mode 100644
index 0000000..a6f448c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/window/win_opt_02/win_opt_02.10.query.sqlpp
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/*
+ * Description  : Test fix for ASTERIXDB-3007
+ * Expected Res : SUCCESS
+ */
+
+use test;
+
+with ds1 as (
+  select r as t, r*r as x
+  from range(1, 10) r
+)
+
+select t, x, dt, dx, int(v) as v, int(a) as a
+from ds1
+let dt = t - lag(t) over (order by t),
+    dx = x - lag(x) over (order by t),
+    v = dx/dt,
+    a = v - lag(v) over (order by t)
+order by t;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.3.adm
new file mode 100644
index 0000000..53bdaa0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.3.adm
@@ -0,0 +1 @@
+{ "a": 2.0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.4.adm
new file mode 100644
index 0000000..35fa557
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.4.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "a": 2.0 }
+{ "id": 2, "a": 5.0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.5.adm
new file mode 100644
index 0000000..35fa557
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql-sugar/avg_mixed/avg_mixed.5.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "a": 2.0 }
+{ "id": 2, "a": 5.0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/kurtosis_distinct/kurtosis_distinct.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/kurtosis_distinct/kurtosis_distinct.1.adm
index 0f3644d..9ad4a6d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/kurtosis_distinct/kurtosis_distinct.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/kurtosis_distinct/kurtosis_distinct.1.adm
@@ -1 +1 @@
-{ "t1": -2, "t2": null, "t3": null, "t4": null }
+{ "t1": -1, "t2": null, "t3": null, "t4": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max/scalar_max.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max/scalar_max.1.adm
index 9c12d9b..00ce6ab 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max/scalar_max.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max/scalar_max.1.adm
@@ -5,4 +5,4 @@
 3.0
 3.0
 "world"
-datetime("2012-03-01T00:00:00.000Z")
+datetime("2012-03-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max_null/scalar_max_null.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max_null/scalar_max_null.1.adm
index 9c12d9b..00ce6ab 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max_null/scalar_max_null.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_max_null/scalar_max_null.1.adm
@@ -5,4 +5,4 @@
 3.0
 3.0
 "world"
-datetime("2012-03-01T00:00:00.000Z")
+datetime("2012-03-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min/scalar_min.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min/scalar_min.1.adm
index e052b95..e5b1130 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min/scalar_min.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min/scalar_min.1.adm
@@ -5,4 +5,4 @@
 1.0
 1.0
 "bar"
-datetime("2012-01-01T00:00:00.000Z")
+datetime("2012-01-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min_null/scalar_min_null.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min_null/scalar_min_null.1.adm
index e052b95..e5b1130 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min_null/scalar_min_null.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate-sql/scalar_min_null/scalar_min_null.1.adm
@@ -5,4 +5,4 @@
 1.0
 1.0
 "bar"
-datetime("2012-01-01T00:00:00.000Z")
+datetime("2012-01-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/kurtosis_distinct/kurtosis_distinct.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/kurtosis_distinct/kurtosis_distinct.1.adm
index 0f3644d..9ad4a6d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/kurtosis_distinct/kurtosis_distinct.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/kurtosis_distinct/kurtosis_distinct.1.adm
@@ -1 +1 @@
-{ "t1": -2, "t2": null, "t3": null, "t4": null }
+{ "t1": -1, "t2": null, "t3": null, "t4": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_max/scalar_max.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_max/scalar_max.1.adm
index 9c12d9b..00ce6ab 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_max/scalar_max.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_max/scalar_max.1.adm
@@ -5,4 +5,4 @@
 3.0
 3.0
 "world"
-datetime("2012-03-01T00:00:00.000Z")
+datetime("2012-03-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_min/scalar_min.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_min/scalar_min.1.adm
index e052b95..e5b1130 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_min/scalar_min.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/aggregate/scalar_min/scalar_min.1.adm
@@ -5,4 +5,4 @@
 1.0
 1.0
 "bar"
-datetime("2012-01-01T00:00:00.000Z")
+datetime("2012-01-01T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1/cluster_state_1.1.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1/cluster_state_1.1.regexadm
index f4dfdd1..c55c0bc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1/cluster_state_1.1.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1/cluster_state_1.1.regexadm
@@ -8,7 +8,9 @@
     "active\.memory\.global\.budget" : 67108864,
     "active\.stop\.timeout" : 3600,
     "active\.suspend\.timeout" : 3600,
-    "compiler\.external\.field\.pushdown" : false,
+    "azure.request.timeout" : 120,
+    "compiler\.arrayindex" : true,
+    "compiler\.external\.field\.pushdown" : true,
     "compiler\.framesize" : 32768,
     "compiler\.groupmemory" : 163840,
     "compiler\.indexonly" : true,
@@ -41,7 +43,7 @@
     "replication\.log\.buffer\.numpages" : 8,
     "replication\.log\.buffer\.pagesize" : 131072,
     "replication\.strategy" : "none",
-    "replication\.timeout" : 30,
+    "replication\.timeout" : 120,
     "ssl\.enabled" : false,
     "storage.compression.block" : "snappy",
     "storage.global.cleanup.timeout" : 600,
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_full/cluster_state_1_full.1.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_full/cluster_state_1_full.1.regexadm
index 8fc48f9..661daf3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_full/cluster_state_1_full.1.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_full/cluster_state_1_full.1.regexadm
@@ -8,7 +8,9 @@
     "active\.memory\.global\.budget" : 67108864,
     "active\.stop\.timeout" : 3600,
     "active\.suspend\.timeout" : 3600,
-    "compiler\.external\.field\.pushdown" : false,
+    "azure.request.timeout" : 120,
+    "compiler\.arrayindex" : true,
+    "compiler\.external\.field\.pushdown" : true,
     "compiler\.framesize" : 32768,
     "compiler\.groupmemory" : 163840,
     "compiler\.indexonly" : true,
@@ -41,7 +43,7 @@
     "replication\.log\.buffer\.numpages" : 8,
     "replication\.log\.buffer\.pagesize" : 131072,
     "replication\.strategy" : "none",
-    "replication\.timeout" : 30,
+    "replication\.timeout" : 120,
     "ssl\.enabled" : false,
     "storage.compression.block" : "snappy",
     "storage.global.cleanup.timeout" : 600,
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_less/cluster_state_1_less.1.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_less/cluster_state_1_less.1.regexadm
index ed265e5..1f0e865 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_less/cluster_state_1_less.1.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/cluster_state_1_less/cluster_state_1_less.1.regexadm
@@ -8,7 +8,9 @@
     "active\.memory\.global\.budget" : 67108864,
     "active\.stop\.timeout" : 3600,
     "active\.suspend\.timeout" : 3600,
-    "compiler\.external\.field\.pushdown" : false,
+    "azure.request.timeout" : 120,
+    "compiler\.arrayindex" : true,
+    "compiler\.external\.field\.pushdown" : true,
     "compiler\.framesize" : 32768,
     "compiler\.groupmemory" : 163840,
     "compiler\.indexonly" : true,
@@ -41,7 +43,7 @@
     "replication\.log\.buffer\.numpages" : 8,
     "replication\.log\.buffer\.pagesize" : 131072,
     "replication\.strategy" : "none",
-    "replication\.timeout" : 30,
+    "replication\.timeout" : 120,
     "ssl\.enabled" : false,
     "storage.compression.block" : "snappy",
     "storage.global.cleanup.timeout" : 600,
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.1.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.1.regexjson
new file mode 100644
index 0000000..40a764c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.1.regexjson
@@ -0,0 +1,9 @@
+{
+	"logicalPlan": {
+	  "operator":"distribute-result",
+	  "expressions":"R{.*}",
+	  "operatorId":"R{.*}",
+	  "execution-mode":"R{.*}",
+	  "inputs":"R{.*}"
+  }
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.2.adm
new file mode 100644
index 0000000..1ced420
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.2.adm
@@ -0,0 +1 @@
+{"statementCategory":"query","statementParameters":[1,2]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.3.adm
new file mode 100644
index 0000000..83b47f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.3.adm
@@ -0,0 +1 @@
+{"statementCategory":"query","statementParameters":[1,2],"explainOnly":true}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.4.adm
new file mode 100644
index 0000000..63c482a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/compileonly/compileonly.4.adm
@@ -0,0 +1 @@
+{"statementCategory":"update","statementParameters":[1,2]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.2.adm
new file mode 100644
index 0000000..7d37386
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.2.adm
@@ -0,0 +1 @@
+45
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.3.adm
new file mode 100644
index 0000000..aca544d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.3.adm
@@ -0,0 +1 @@
+145
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.4.adm
new file mode 100644
index 0000000..f11c82a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-dataverse/request-dataverse.4.adm
@@ -0,0 +1 @@
+9
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-param-validation-400-BAD/request-param-validation-400-BAD.01.regexjson b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-param-validation-400-BAD/request-param-validation-400-BAD.01.regexjson
index f444fa1..ad95b7b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-param-validation-400-BAD/request-param-validation-400-BAD.01.regexjson
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/request-param-validation-400-BAD/request-param-validation-400-BAD.01.regexjson
@@ -1,6 +1,6 @@
 {
 	"errors": [{ 
-		"code": 1,		"msg": "ASX0047: Invalid value for parameter \"format\": foo"	} 
+		"code": 1,		"msg": "ASX0047: Invalid value for parameter 'format': foo"	}
 	],
 	"status": "fatal",
 	"metrics": {
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.1.adm
new file mode 100644
index 0000000..a10e23e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.1.adm
@@ -0,0 +1 @@
+{"*":"*"}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.2.adm
new file mode 100644
index 0000000..fae3584
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.2.adm
@@ -0,0 +1 @@
+{"name":["c_int8","c_int16","c_int32","c_int64","c_float","c_double","c_string","c_boolean","c_datetime","c_date","c_time","c_duration","c_year_month_duration","c_day_time_month_duration","c_null"],"type":["int8","int16","int32","int64","float","double","string","boolean","datetime","date","time","duration","year-month-duration","day-time-duration","null"]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.3.adm
new file mode 100644
index 0000000..86234be
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.3.adm
@@ -0,0 +1 @@
+{"name":["c_number","c_record","c_array","c_multiset"],"type":["int64","object","array","multiset"]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.4.adm
new file mode 100644
index 0000000..5c5ffd0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.4.adm
@@ -0,0 +1 @@
+{"name":["c_number","c_case","c_missing"],"type":["int64","any","any"]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.5.adm
new file mode 100644
index 0000000..48710ba
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/api/signature/signature.5.adm
@@ -0,0 +1 @@
+{"name":["DataverseName","DatasetName","ViewDetails"],"type":["string","string","any"]}
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-composite-pk/with-composite-pk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-filter-fields/with-filter-fields.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/after-index-creation/with-open-index/with-open-index.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-composite-pk/with-composite-pk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/closed/with-filter-fields/with-filter-fields.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.adm
new file mode 100644
index 0000000..32c3a65
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/composite-atomic/composite-atomic.1.adm
@@ -0,0 +1 @@
+{ "_id": 100 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..6fa1293
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/bulk-loading/on-index-creation/open/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.1.adm
new file mode 100644
index 0000000..b811602
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.1.adm
@@ -0,0 +1,3 @@
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 300, "field4": 4, "field4_notindexed": 400 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.2.adm
new file mode 100644
index 0000000..27ffff6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.2.adm
@@ -0,0 +1,2 @@
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.3.adm
new file mode 100644
index 0000000..ee8a69b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.3.adm
@@ -0,0 +1,3 @@
+{ "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ], "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ], "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "items": [ { "field2": 2, "field3": 3, "field3_notindexed": 300 } ], "field4": 4, "field4_notindexed": 400 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.4.adm
new file mode 100644
index 0000000..327735d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.4.adm
@@ -0,0 +1,2 @@
+{ "field1": 1, "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4 }
+{ "field1": 1, "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.5.adm
new file mode 100644
index 0000000..e6bba45
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.5.adm
@@ -0,0 +1,7 @@
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 100, "field2": 200, "field3": 300, "field4": 400 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.6.adm
new file mode 100644
index 0000000..34afde6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.6.adm
@@ -0,0 +1,4 @@
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field3_notindexed": 3, "field4": 4, "field4_notindexed": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.7.adm
new file mode 100644
index 0000000..e6bba45
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.7.adm
@@ -0,0 +1,7 @@
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 1, "field2": 2, "field3": 3, "field4": 4 }
+{ "field1": 100, "field2": 200, "field3": 300, "field4": 400 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.8.adm
new file mode 100644
index 0000000..327735d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/composite-index-queries/composite-index-queries.8.adm
@@ -0,0 +1,2 @@
+{ "field1": 1, "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4 }
+{ "field1": 1, "outer_items": [ { "field2_notindexed": 2, "inner_items": [ { "field2": 2, "field3": 3, "field3_notindexed": 3 } ] } ], "field4": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..fcc26c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "$1": 99 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-1/use-case-1.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-2/use-case-2.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/use-case-4/use-case-4.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.adm
new file mode 100644
index 0000000..fcc26c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.1.adm
@@ -0,0 +1 @@
+{ "$1": 99 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-additional-atomic-index/with-additional-atomic-index.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-composite-sk/with-composite-sk.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/closed/with-filter-fields/with-filter-fields.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..fcc26c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "$1": 99 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-1/use-case-1.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-2/use-case-2.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/use-case-4/use-case-4.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.adm
new file mode 100644
index 0000000..fcc26c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.1.adm
@@ -0,0 +1 @@
+{ "$1": 99 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-additional-atomic-index/with-additional-atomic-index.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.adm
new file mode 100644
index 0000000..3e1a847
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.2.adm
@@ -0,0 +1 @@
+{ "$1": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/insert-upsert-delete/open/with-composite-sk/with-composite-sk.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.1.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.2.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.3.adm
new file mode 100644
index 0000000..7533447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.3.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.4.adm
new file mode 100644
index 0000000..20b63fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.4.adm
@@ -0,0 +1,8 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id_a": "2", "business_id_b": "B" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id_a": "2", "business_id_b": "C" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id_a": "3", "business_id_b": "B" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id_a": "3", "business_id_b": "C" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id_a": "2", "business_id_b": "B" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id_a": "2", "business_id_b": "C" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id_a": "3", "business_id_b": "B" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id_a": "3", "business_id_b": "C" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.5.adm
new file mode 100644
index 0000000..7533447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-1/use-case-1.5.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.1.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..7533447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-2/use-case-2.2.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.1.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..7533447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-3/use-case-3.2.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.1.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..e60c921
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.2.adm
@@ -0,0 +1,4 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "2" }
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "2" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.3.adm
new file mode 100644
index 0000000..7533447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.3.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id": "3" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id": "3" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.4.adm
new file mode 100644
index 0000000..361e29b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-quantified-queries/use-case-4/use-case-4.4.adm
@@ -0,0 +1,2 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5", "business_id_a": "3", "business_id_b": "C" }
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381", "business_id_a": "3", "business_id_b": "C" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.adm
new file mode 100644
index 0000000..25abe47
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/loj-subquery/loj-subquery.1.adm
@@ -0,0 +1,5 @@
+{ "val": null }
+{ "val": 1 }
+{ "val": 1 }
+{ "val": 2 }
+{ "val": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.4.adm
new file mode 100644
index 0000000..694c9d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-1/use-case-1.4.adm
@@ -0,0 +1 @@
+{ "$1": 107 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.3.adm
new file mode 100644
index 0000000..965e258
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.3.adm
@@ -0,0 +1 @@
+{ "$1": 119 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.4.adm
new file mode 100644
index 0000000..694c9d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-2/use-case-2.4.adm
@@ -0,0 +1 @@
+{ "$1": 107 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.4.adm
new file mode 100644
index 0000000..965e258
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.4.adm
@@ -0,0 +1 @@
+{ "$1": 119 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.5.adm
new file mode 100644
index 0000000..e593a03
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-3/use-case-3.5.adm
@@ -0,0 +1 @@
+{ "$1": 125 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.3.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.3.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.4.adm
new file mode 100644
index 0000000..965e258
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.4.adm
@@ -0,0 +1 @@
+{ "$1": 119 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.5.adm
new file mode 100644
index 0000000..e593a03
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/use-case-4/use-case-4.5.adm
@@ -0,0 +1 @@
+{ "$1": 125 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.1.adm
new file mode 100644
index 0000000..d274256
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.1.adm
@@ -0,0 +1 @@
+{ "marker": "991ed2f7-3374-33a5-ee65-77f067848381" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.2.adm
new file mode 100644
index 0000000..5ba90eb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.2.adm
@@ -0,0 +1 @@
+{ "marker": "4fa1e250-7a68-3adb-04ec-6569c36882f5" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.3.adm
new file mode 100644
index 0000000..dc7ba8b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.3.adm
@@ -0,0 +1 @@
+{ "$1": 101 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.4.adm
new file mode 100644
index 0000000..694c9d6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/join-unnest-queries/with-open-index/with-open-index.4.adm
@@ -0,0 +1 @@
+{ "$1": 107 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..d27a32c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "dates" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..c4530db
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times", "dates" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..0b7a959
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "date" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..36048c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "date" ], [ "time" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..40c3a46
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ], [ "dates" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..7b80b06
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_data", "checkin_temporal", "checkin_times", "dates" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm
new file mode 100644
index 0000000..85ce9aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "date" ], [ "t", "time" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..18b7416
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ [ [ "business_id" ] ], { "UnnestList": [ [ "dates" ] ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.adm
new file mode 100644
index 0000000..5957674
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/closed/with-composite-sk/with-composite-sk.2.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "dates" ] ] }, [ [ "business_id" ] ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/complex-structures/complex-structures-01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/complex-structures/complex-structures-01.1.adm
new file mode 100644
index 0000000..7618b68
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/complex-structures/complex-structures-01.1.adm
@@ -0,0 +1,8 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "open_field_1", "open_field_2" ] ], "ProjectList": [ [ "open_field_3a" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "closed_field_1", "open_field_2" ] ], "ProjectList": [ [ "open_field_3a" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "open_field_1", "open_field_2" ] ], "ProjectList": [ [ "open_field_3b", "open_field_4" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "closed_field_1", "closed_field_2" ] ], "ProjectList": [ [ "open_field_3b", "open_field_4" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "open_field_1", "open_field_2" ], [ "open_field_3c", "open_field_4a" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "closed_field_1", "closed_field_2" ], [ "closed_field_3", "open_field_4a" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "open_field_1", "open_field_2" ], [ "open_field_3c", "open_field_4b" ] ], "ProjectList": [ [ "open_field_5" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "closed_field_1", "closed_field_2" ], [ "closed_field_3", "closed_field_4" ] ], "ProjectList": [ [ "open_field_5" ] ] } ], "SearchKeyType": [ [ "int64" ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..6e71e97
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "dates" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..6eb8776
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times", "dates" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..b33f547
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "date" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..194db94
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "time" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..d74ae4a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ], [ "dates" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..a1aeffe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_data", "checkin_temporal", "checkin_times", "dates" ] ] } ], "SearchKeyType": [ [ "string" ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm
new file mode 100644
index 0000000..841d0bb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-array-different-indicators/with-composite-array-different-indicators.1.adm
@@ -0,0 +1 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "checkin_times" ] ], "ProjectList": [ [ "date" ], [ "t", "time" ] ] } ], "SearchKeyType": [ [ "string", "string" ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..9ba69cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/metadata/open/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1,4 @@
+{ "SearchKey": [  ], "SearchKeyElements": [ { "UnnestList": [ [ "outer_dates_1" ] ], "ProjectList": [ [ "date" ] ] }, [ [ "backup_business_id" ] ] ], "SearchKeyType": [ [ "string" ], [ "string" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ [ [ "business_id" ] ], { "UnnestList": [ [ "outer_dates_2" ] ], "ProjectList": [ [ "time" ] ] } ], "SearchKeyType": [ [ "string" ], [ "string" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ [ [ "business_id" ] ], { "UnnestList": [ [ "outer_dates" ], [ "inner_dates" ] ], "ProjectList": [ [ "date" ], [ "time" ] ] }, [ [ "backup_business_id" ] ] ], "SearchKeyType": [ [ "string" ], [ "string", "string" ], [ "string" ] ] }
+{ "SearchKey": [  ], "SearchKeyElements": [ [ [ "business_id" ] ], { "UnnestList": [ [ "dates" ] ] } ], "SearchKeyType": [ [ "string" ], [ "string" ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..eb148f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "$1": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.3.adm
new file mode 100644
index 0000000..7cc3573
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.3.adm
@@ -0,0 +1 @@
+{ "$1": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.4.adm
new file mode 100644
index 0000000..7cc3573
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-1/use-case-1.4.adm
@@ -0,0 +1 @@
+{ "$1": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..eb148f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "$1": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.3.adm
new file mode 100644
index 0000000..7cc3573
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-2/use-case-2.3.adm
@@ -0,0 +1 @@
+{ "$1": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..d85b4cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "business_id": "--YPwqIlRJrhHkJcjY3eiA" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.3.adm
new file mode 100644
index 0000000..e81620a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.3.adm
@@ -0,0 +1 @@
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.4.adm
new file mode 100644
index 0000000..e81620a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/use-case-4/use-case-4.4.adm
@@ -0,0 +1 @@
+{ "business_id": "--Ni3oJ4VOqfOEu7Sj2Vzg" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.adm
new file mode 100644
index 0000000..eb148f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.2.adm
@@ -0,0 +1 @@
+{ "$1": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.adm
new file mode 100644
index 0000000..7cc3573
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-composite-pk/with-composite-pk.3.adm
@@ -0,0 +1 @@
+{ "$1": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.2.adm
new file mode 100644
index 0000000..eb148f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.2.adm
@@ -0,0 +1 @@
+{ "$1": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.3.adm
new file mode 100644
index 0000000..7cc3573
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-quantified-queries/with-open-index/with-open-index.3.adm
@@ -0,0 +1 @@
+{ "$1": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-3-level-record-path/with-3-level-record-path.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-pk/with-composite-pk.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-composite-sk/with-composite-sk.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/closed/with-filter-fields/with-filter-fields.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-1/use-case-1.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-2/use-case-2.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-3/use-case-3.3.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/use-case-4/use-case-4.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/using-feed/using-feed.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/using-feed/using-feed.1.adm
new file mode 100644
index 0000000..fb7e3a9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/using-feed/using-feed.1.adm
@@ -0,0 +1 @@
+{ "$1": 11 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-3-level-record-path/with-3-level-record-path.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.adm
new file mode 100644
index 0000000..22fc35e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.1.adm
@@ -0,0 +1 @@
+{ "business_id": "--1UhMGODdWsrMastO9DZw" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.adm
new file mode 100644
index 0000000..9687c35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/array-index/select-unnest-queries/open/with-composite-sk/with-composite-sk.2.adm
@@ -0,0 +1 @@
+{ "$1": 18 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order/datetime_order.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order/datetime_order.1.adm
index 21f8208..450872d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order/datetime_order.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_order/datetime_order.1.adm
@@ -1,11 +1,11 @@
-datetime("-1937-07-07T15:00:00.000Z")
-datetime("-1600-02-29T18:00:00.384Z")
-datetime("-1600-02-29T23:59:59.999Z")
-datetime("-1600-03-01T06:00:00.384Z")
-datetime("2000-02-29T18:59:59.999Z")
-datetime("2000-02-29T23:59:59.999Z")
-datetime("2004-12-31T20:00:00.000Z")
-datetime("2012-01-01T00:00:00.000Z")
-datetime("2012-01-01T00:00:00.000Z")
-datetime("2012-01-01T00:00:00.000Z")
-datetime("2012-04-06T00:00:00.000Z")
+datetime("-1937-07-07T23:00:00.000")
+datetime("-1600-02-29T23:59:59.999")
+datetime("-1600-03-01T00:00:00.384")
+datetime("-1600-03-01T00:00:00.384")
+datetime("2000-02-29T23:59:59.999")
+datetime("2000-03-01T01:59:59.999")
+datetime("2005-01-01T00:00:00.000")
+datetime("2011-12-31T13:00:00.000")
+datetime("2011-12-31T14:00:00.000")
+datetime("2012-01-01T00:00:00.000")
+datetime("2012-04-06T00:00:00.000")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.1.adm
index 167bafb..45c75bd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.1.adm
@@ -1 +1 @@
-{ "result1": true, "result2": true }
+{ "result1": false, "result2": false }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.2.adm
new file mode 100644
index 0000000..ab605ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/datetime_tzeq/datetime_tzeq.2.adm
@@ -0,0 +1 @@
+{ "result1": true, "result2": true, "result3": true, "result4": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.1.adm
new file mode 100644
index 0000000..6b0764d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.1.adm
@@ -0,0 +1,81 @@
+{ "!!==": false, "==": true, "arg1": "MISSING", "arg2": "MISSING" }
+{ "!!==": false, "==": true, "arg1": "NULL", "arg2": "NULL" }
+{ "!!==": false, "==": true, "arg1": 2, "arg2": 2 }
+{ "!!==": false, "==": true, "arg1": 2, "arg2": 2.0 }
+{ "!!==": false, "==": true, "arg1": 2.0, "arg2": 2 }
+{ "!!==": false, "==": true, "arg1": 2.0, "arg2": 2.0 }
+{ "!!==": false, "==": true, "arg1": 2.5, "arg2": 2.5 }
+{ "!!==": false, "==": true, "arg1": "str1", "arg2": "str1" }
+{ "!!==": false, "==": true, "arg1": "str2", "arg2": "str2" }
+{ "!!==": false, "==": true, "arg1": false, "arg2": false }
+{ "!!==": false, "==": true, "arg1": true, "arg2": true }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": false }
+{ "!!==": true, "==": false, "arg1": "MISSING", "arg2": true }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": false }
+{ "!!==": true, "==": false, "arg1": "NULL", "arg2": true }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": false }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": false }
+{ "!!==": true, "==": false, "arg1": 2, "arg2": true }
+{ "!!==": true, "==": false, "arg1": 2.0, "arg2": true }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": false }
+{ "!!==": true, "==": false, "arg1": 2.5, "arg2": true }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": false }
+{ "!!==": true, "==": false, "arg1": "str1", "arg2": true }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": false }
+{ "!!==": true, "==": false, "arg1": "str2", "arg2": true }
+{ "!!==": true, "==": false, "arg1": false, "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": false, "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": false, "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": false, "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": false, "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": false, "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": false, "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": false, "arg2": true }
+{ "!!==": true, "==": false, "arg1": true, "arg2": "MISSING" }
+{ "!!==": true, "==": false, "arg1": true, "arg2": "NULL" }
+{ "!!==": true, "==": false, "arg1": true, "arg2": 2 }
+{ "!!==": true, "==": false, "arg1": true, "arg2": 2.0 }
+{ "!!==": true, "==": false, "arg1": true, "arg2": 2.5 }
+{ "!!==": true, "==": false, "arg1": true, "arg2": "str1" }
+{ "!!==": true, "==": false, "arg1": true, "arg2": "str2" }
+{ "!!==": true, "==": false, "arg1": true, "arg2": false }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.2.adm
new file mode 100644
index 0000000..bd83c66
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/comparison/is_distinct_01/is_distinct_01.2.adm
@@ -0,0 +1 @@
+{ "t1": true, "t1_expected": true, "t1_unexpected": null, "t2": true, "t2_expected": true, "t2_unexpected": false, "t3": true, "t3_expected": true, "t3_unexpected": false }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.1.adm
index 7e08562..d5883d1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.1.adm
@@ -1 +1,20 @@
-[ hex("ABCDEF0123456789"), hex("ABCDEF0123456789"), hex("0A0B0C0D0E0F"), hex("01020304050607080900"), hex(""), hex("ABCDEF0123456789"), hex("D35DB7E39EBBF3DAB07ABB72BA2A296AC75F8218E4973C5CBDB9E64161114D850838F2CA2471850D20195C254134CFBF"), hex(""), hex("41737465726978"), hex("4173746572697801"), hex("41737465726978013C"), hex("41737465726978013C") ]
+{ "g": 0, "i": 0, "actual": hex("ABCDEF0123456789") }
+{ "g": 0, "i": 1, "actual": hex("ABCDEF0123456789") }
+{ "g": 0, "i": 2, "actual": hex("0A0B0C0D0E0F") }
+{ "g": 0, "i": 3, "actual": hex("01020304050607080900") }
+{ "g": 0, "i": 4, "actual": hex("") }
+{ "g": 0, "i": 5, "actual": hex("ABCDEF0123456789") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.2.adm
new file mode 100644
index 0000000..4f206b3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_01/binary_01.2.adm
@@ -0,0 +1,20 @@
+{ "g": 0, "i": 0, "actual": hex("D35DB7E39EBBF3DAB07ABB72BA2A296AC75F8218E4973C5CBDB9E64161114D850838F2CA2471850D20195C254134CFBF") }
+{ "g": 0, "i": 1, "actual": hex("") }
+{ "g": 0, "i": 2, "actual": hex("41737465726978") }
+{ "g": 0, "i": 3, "actual": hex("4173746572697801") }
+{ "g": 0, "i": 4, "actual": hex("41737465726978013C") }
+{ "g": 0, "i": 5, "actual": hex("41737465726978013C") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.1.adm
new file mode 100644
index 0000000..c01ae82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.2.adm
new file mode 100644
index 0000000..c01ae82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/binary_02/binary_02.2.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01/boolean_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01/boolean_01.1.adm
index fd25362..65a40c1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01/boolean_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_01/boolean_01.1.adm
@@ -1 +1,42 @@
-{ "boolean1": true, "boolean2": false, "boolean3": false }
+{ "g": 0, "i": 0, "expected": false, "actual": false }
+{ "g": 0, "i": 1, "expected": false, "actual": false }
+{ "g": 0, "i": 2, "expected": false, "actual": false }
+{ "g": 0, "i": 3, "expected": false, "actual": false }
+{ "g": 0, "i": 4, "expected": false, "actual": false }
+{ "g": 0, "i": 5, "expected": false, "actual": false }
+{ "g": 0, "i": 6, "expected": false, "actual": false }
+{ "g": 0, "i": 7, "expected": false, "actual": false }
+{ "g": 0, "i": 8, "expected": false, "actual": false }
+{ "g": 0, "i": 9, "expected": false, "actual": false }
+{ "g": 0, "i": 10, "expected": false, "actual": false }
+{ "g": 1, "i": 0, "expected": true, "actual": true }
+{ "g": 1, "i": 1, "expected": true, "actual": true }
+{ "g": 1, "i": 2, "expected": true, "actual": true }
+{ "g": 1, "i": 3, "expected": true, "actual": true }
+{ "g": 1, "i": 4, "expected": true, "actual": true }
+{ "g": 1, "i": 5, "expected": true, "actual": true }
+{ "g": 1, "i": 6, "expected": true, "actual": true }
+{ "g": 1, "i": 7, "expected": true, "actual": true }
+{ "g": 1, "i": 8, "expected": true, "actual": true }
+{ "g": 1, "i": 9, "expected": true, "actual": true }
+{ "g": 1, "i": 10, "expected": true, "actual": true }
+{ "g": 1, "i": 11, "expected": true, "actual": true }
+{ "g": 1, "i": 12, "expected": true, "actual": true }
+{ "g": 1, "i": 13, "expected": true, "actual": true }
+{ "g": 1, "i": 14, "expected": true, "actual": true }
+{ "g": 1, "i": 15, "expected": true, "actual": true }
+{ "g": 2, "i": 0, "expected": null, "actual": null }
+{ "g": 2, "i": 1, "expected": null, "actual": null }
+{ "g": 2, "i": 2, "expected": null, "actual": null }
+{ "g": 2, "i": 3, "expected": null, "actual": null }
+{ "g": 2, "i": 4, "expected": null, "actual": null }
+{ "g": 2, "i": 5, "expected": null, "actual": null }
+{ "g": 2, "i": 6, "expected": null, "actual": null }
+{ "g": 2, "i": 7, "expected": null, "actual": null }
+{ "g": 2, "i": 8, "expected": null, "actual": null }
+{ "g": 2, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 10, "expected": null, "actual": null }
+{ "g": 2, "i": 11, "expected": null, "actual": null }
+{ "g": 2, "i": 12, "expected": null, "actual": null }
+{ "g": 2, "i": 13, "expected": null, "actual": null }
+{ "g": 3, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_02/boolean_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_02/boolean_02.1.adm
new file mode 100644
index 0000000..adb44f0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/boolean_02/boolean_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.1.adm
index 527fc91..3b7f63c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.1.adm
@@ -1 +1,29 @@
-{ "date1": date("2010-10-30"), "date2": date("1987-11-19"), "date3": date("-1987-11-19"), "date4": date("0001-12-27"), "date5": date("-1951-12-27"), "date6": date("-2043-11-19"), "date7": date("-1928-03-29"), "date8": date("1928-03-29"), "date9": date("1900-02-28"), "date10": date("2000-02-29"), "date11": date("2000-02-29") }
+{ "g": 0, "i": 0, "actual": date("2010-10-30") }
+{ "g": 0, "i": 1, "actual": date("1987-11-19") }
+{ "g": 0, "i": 2, "actual": date("-1987-11-19") }
+{ "g": 0, "i": 3, "actual": date("0001-12-27") }
+{ "g": 0, "i": 4, "actual": date("-1951-12-27") }
+{ "g": 0, "i": 5, "actual": date("-2043-11-19") }
+{ "g": 0, "i": 6, "actual": date("-1928-03-29") }
+{ "g": 0, "i": 7, "actual": date("1928-03-29") }
+{ "g": 0, "i": 8, "actual": date("1900-02-28") }
+{ "g": 0, "i": 9, "actual": date("2000-02-29") }
+{ "g": 0, "i": 10, "actual": date("2000-02-29") }
+{ "g": 0, "i": 11, "actual": date("2010-10-30") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 1, "i": 13, "expected": null, "actual": null }
+{ "g": 1, "i": 14, "expected": null, "actual": null }
+{ "g": 1, "i": 15, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.2.adm
new file mode 100644
index 0000000..d1d2f7e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_01/date_01.2.adm
@@ -0,0 +1,2 @@
+{ "i": 0, "actual": date("2010-10-30") }
+{ "i": 1, "actual": date("2020-12-31") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_02/date_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_02/date_02.1.adm
new file mode 100644
index 0000000..a7601ae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/date_02/date_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null, "null_6": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.1.adm
index ad50e30..cb20c29 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.1.adm
@@ -1 +1,31 @@
-{ "datetime1": datetime("2010-10-30T05:05:56.999Z"), "datetime2": datetime("2010-10-30T20:30:56.250Z"), "datetime3": datetime("1987-11-19T09:20:00.200Z"), "datetime4": datetime("1987-11-19T10:50:56.000Z"), "datetime5": datetime("-1987-11-19T16:20:56.099Z"), "datetime6": datetime("-0001-11-19T10:50:56.719Z"), "datetime7": datetime("1951-12-27T12:20:15.000Z"), "datetime8": datetime("2043-11-19T10:50:56.719Z"), "datetime9": datetime("-1928-03-30T00:19:37.374Z"), "datetime10": datetime("-1928-03-29T11:19:37.374Z"), "datetime11": datetime("-1928-03-29T17:49:37.374Z"), "datetime12": datetime("-1928-03-29T11:19:37.374Z"), "datetime13": datetime("-1928-03-29T11:19:37.370Z"), "datetime14": datetime("-1928-02-29T23:19:37.370Z"), "datetime15": datetime("-1928-02-29T23:19:37.370Z") }
+{ "g": 0, "i": 0, "actual": datetime("2010-10-30T10:50:56.999") }
+{ "g": 0, "i": 1, "actual": datetime("2010-10-30T10:30:56.250") }
+{ "g": 0, "i": 2, "actual": datetime("1987-11-19T09:20:00.200") }
+{ "g": 0, "i": 3, "actual": datetime("1987-11-19T10:50:56.000") }
+{ "g": 0, "i": 4, "actual": datetime("-1987-11-19T10:50:56.099") }
+{ "g": 0, "i": 5, "actual": datetime("-0001-11-19T10:50:56.719") }
+{ "g": 0, "i": 6, "actual": datetime("1951-12-27T12:20:15.000") }
+{ "g": 0, "i": 7, "actual": datetime("2043-11-19T10:50:56.719") }
+{ "g": 0, "i": 8, "actual": datetime("-1928-03-29T17:49:37.374") }
+{ "g": 0, "i": 9, "actual": datetime("-1928-03-29T17:49:37.374") }
+{ "g": 0, "i": 10, "actual": datetime("-1928-03-29T17:49:37.374") }
+{ "g": 0, "i": 11, "actual": datetime("-1928-03-29T17:49:37.374") }
+{ "g": 0, "i": 12, "actual": datetime("-1928-03-29T17:49:37.370") }
+{ "g": 0, "i": 13, "actual": datetime("-1928-03-01T05:49:37.370") }
+{ "g": 0, "i": 14, "actual": datetime("-1928-03-01T05:49:37.370") }
+{ "g": 0, "i": 15, "actual": datetime("2020-01-02T00:00:00.000") }
+{ "g": 0, "i": 16, "actual": datetime("1970-01-01T01:02:03.456") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.2.adm
new file mode 100644
index 0000000..ec1db49
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_01/datetime_01.2.adm
@@ -0,0 +1,2 @@
+{ "i": 0, "actual": datetime("2010-10-30T10:57:58.000") }
+{ "i": 1, "actual": datetime("2020-12-31T11:58:59.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_02/datetime_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_02/datetime_02.1.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/datetime_02/datetime_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_01/double_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_01/double_01.1.adm
index 0f1f5df..9d4a13a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_01/double_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_01/double_01.1.adm
@@ -1 +1,25 @@
-{ "double1": NaN, "double2": INF, "double3": -INF, "double4": -80.2, "double5": -2.056E-29, "double6": -2.056E-299, "double7": -2.056E-299 }
+{ "g": 0, "i": 0, "actual": NaN }
+{ "g": 0, "i": 1, "actual": INF }
+{ "g": 0, "i": 2, "actual": -INF }
+{ "g": 0, "i": 3, "actual": -80.2 }
+{ "g": 0, "i": 4, "actual": -2.056E-29 }
+{ "g": 0, "i": 5, "actual": -2.056E-299 }
+{ "g": 0, "i": 6, "actual": -2.056E-299 }
+{ "g": 0, "i": 7, "actual": 8.0 }
+{ "g": 0, "i": 8, "actual": 16.0 }
+{ "g": 0, "i": 9, "actual": 32.0 }
+{ "g": 0, "i": 10, "actual": 64.0 }
+{ "g": 0, "i": 11, "actual": 2.5 }
+{ "g": 0, "i": 12, "actual": 0.0 }
+{ "g": 0, "i": 13, "actual": 1.0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_02/double_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_02/double_02.1.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/double_02/double_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.1.adm
index bba1507..b47b786 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.1.adm
@@ -1 +1,31 @@
-{ "duration1": duration("P30Y10M25DT13H12M50S"), "duration2": duration("P25DT13H12M50S"), "duration3": duration("PT13H12M50S"), "duration4": duration("P30YT12M"), "duration5": duration("PT13H"), "duration6": duration("-P30Y10M25DT13H12M50S"), "duration7": duration("-P25DT13H12M50S"), "duration8": duration("-PT13H50S"), "duration9": duration("P120D"), "duration10": duration("-P2Y4M"), "duration11": duration("PT30M30.937S"), "duration12": duration("P301Y3M72DT13H46M2.435S"), "duration13": duration("P301Y3M72DT13H46M2.435S") }
+{ "g": 0, "i": 0, "actual": duration("P30Y10M25DT13H12M50S") }
+{ "g": 0, "i": 1, "actual": duration("P25DT13H12M50S") }
+{ "g": 0, "i": 2, "actual": duration("PT13H12M50S") }
+{ "g": 0, "i": 3, "actual": duration("P30YT12M") }
+{ "g": 0, "i": 4, "actual": duration("PT13H") }
+{ "g": 0, "i": 5, "actual": duration("-P30Y10M25DT13H12M50S") }
+{ "g": 0, "i": 6, "actual": duration("-P25DT13H12M50S") }
+{ "g": 0, "i": 7, "actual": duration("-PT13H50S") }
+{ "g": 0, "i": 8, "actual": duration("P120D") }
+{ "g": 0, "i": 9, "actual": duration("-P2Y4M") }
+{ "g": 0, "i": 10, "actual": duration("PT30M30.937S") }
+{ "g": 0, "i": 11, "actual": duration("P301Y3M72DT13H46M2.435S") }
+{ "g": 0, "i": 12, "actual": duration("P301Y3M72DT13H46M2.435S") }
+{ "g": 0, "i": 13, "actual": duration("P30Y10M") }
+{ "g": 0, "i": 14, "actual": duration("P25DT13H12M50S") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 1, "i": 13, "expected": null, "actual": null }
+{ "g": 1, "i": 14, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.2.adm
new file mode 100644
index 0000000..74c4b24
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.2.adm
@@ -0,0 +1,24 @@
+{ "g": 0, "i": 0, "actual": year-month-duration("P30Y10M") }
+{ "g": 0, "i": 1, "actual": year-month-duration("P30Y") }
+{ "g": 0, "i": 2, "actual": year-month-duration("-P30Y10M") }
+{ "g": 0, "i": 3, "actual": year-month-duration("-P2Y4M") }
+{ "g": 0, "i": 4, "actual": year-month-duration("P301Y3M") }
+{ "g": 0, "i": 5, "actual": year-month-duration("P301Y3M") }
+{ "g": 0, "i": 6, "actual": year-month-duration("P301Y4M") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 1, "i": 13, "expected": null, "actual": null }
+{ "g": 1, "i": 14, "expected": null, "actual": null }
+{ "g": 1, "i": 15, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.3.adm
new file mode 100644
index 0000000..2f93b82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_01/duration_01.3.adm
@@ -0,0 +1,26 @@
+{ "g": 0, "i": 0, "actual": day-time-duration("P25DT13H12M50S") }
+{ "g": 0, "i": 1, "actual": day-time-duration("PT13H12M50S") }
+{ "g": 0, "i": 2, "actual": day-time-duration("PT13H") }
+{ "g": 0, "i": 3, "actual": day-time-duration("-P25DT13H12M50S") }
+{ "g": 0, "i": 4, "actual": day-time-duration("-PT13H50S") }
+{ "g": 0, "i": 5, "actual": day-time-duration("P120D") }
+{ "g": 0, "i": 6, "actual": day-time-duration("PT30M30.937S") }
+{ "g": 0, "i": 7, "actual": day-time-duration("PT14H") }
+{ "g": 0, "i": 8, "actual": day-time-duration("P3DT4H5M6S") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 1, "i": 13, "expected": null, "actual": null }
+{ "g": 1, "i": 14, "expected": null, "actual": null }
+{ "g": 1, "i": 15, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.1.adm
index f9e89d9..a7601ae 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.1.adm
@@ -1 +1 @@
-{ "duration1": year-month-duration("P30Y10M"), "duration2": day-time-duration("P25DT13H12M50S"), "duration3": day-time-duration("PT13H12M50S"), "duration4": year-month-duration("P30Y"), "duration5": day-time-duration("PT13H"), "duration6": year-month-duration("-P30Y10M"), "duration7": day-time-duration("-P25DT13H12M50S"), "duration8": day-time-duration("-PT13H50S"), "duration9": day-time-duration("P120D"), "duration10": year-month-duration("-P2Y4M"), "duration11": day-time-duration("PT30M30.937S"), "duration12": year-month-duration("P301Y3M"), "duration13": year-month-duration("P301Y3M") }
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null, "null_6": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.2.adm
new file mode 100644
index 0000000..a7601ae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.2.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null, "null_6": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.3.adm
new file mode 100644
index 0000000..a7601ae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/duration_02/duration_02.3.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null, "null_6": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_01/float_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_01/float_01.1.adm
index 722697d..25f84ae 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_01/float_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_01/float_01.1.adm
@@ -1 +1,24 @@
-{ "float1": NaN, "float2": INF, "float3": -INF, "float4": -80.2, "float5": -2.056E-29, "float6": -2.056E-29 }
+{ "g": 0, "i": 0, "actual": NaN }
+{ "g": 0, "i": 1, "actual": INF }
+{ "g": 0, "i": 2, "actual": -INF }
+{ "g": 0, "i": 3, "actual": -80.2 }
+{ "g": 0, "i": 4, "actual": -2.056E-29 }
+{ "g": 0, "i": 5, "actual": -2.056E-29 }
+{ "g": 0, "i": 6, "actual": 8.0 }
+{ "g": 0, "i": 7, "actual": 16.0 }
+{ "g": 0, "i": 8, "actual": 32.0 }
+{ "g": 0, "i": 9, "actual": 64.0 }
+{ "g": 0, "i": 10, "actual": 2.5 }
+{ "g": 0, "i": 11, "actual": 0.0 }
+{ "g": 0, "i": 12, "actual": 1.0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_02/float_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_02/float_02.1.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/float_02/float_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.1.adm
index 7945209..24ca59d 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.1.adm
@@ -1 +1,37 @@
-{ "int8": 80, "int16": 160, "int32": 320, "int64": 640, "int8_2": -80, "int16_2": -160, "int32_2": -320, "int64_2": -640, "int64_min": -9223372036854775808, "int8_3": 80, "int16_3": 160, "int32_3": 320, "int64_3": 640 }
+{ "g": 0, "i": 0, "actual": 80 }
+{ "g": 0, "i": 1, "actual": -80 }
+{ "g": 0, "i": 2, "actual": 80 }
+{ "g": 0, "i": 3, "actual": 16 }
+{ "g": 0, "i": 4, "actual": 32 }
+{ "g": 0, "i": 5, "actual": 64 }
+{ "g": 0, "i": 6, "actual": 1 }
+{ "g": 0, "i": 7, "actual": 2 }
+{ "g": 0, "i": 8, "actual": 0 }
+{ "g": 0, "i": 9, "actual": 1 }
+{ "g": 0, "i": 10, "actual": 80 }
+{ "g": 0, "i": 11, "actual": 80 }
+{ "g": 0, "i": 12, "actual": 80 }
+{ "g": 0, "i": 13, "actual": -80 }
+{ "g": 0, "i": 14, "actual": -80 }
+{ "g": 0, "i": 15, "actual": -80 }
+{ "g": 0, "i": 16, "actual": 81 }
+{ "g": 0, "i": 17, "actual": -81 }
+{ "g": 0, "i": 18, "actual": 127 }
+{ "g": 0, "i": 19, "actual": 127 }
+{ "g": 0, "i": 20, "actual": 127 }
+{ "g": 0, "i": 21, "actual": 127 }
+{ "g": 0, "i": 22, "actual": 127 }
+{ "g": 0, "i": 23, "actual": 127 }
+{ "g": 0, "i": 24, "actual": -128 }
+{ "g": 0, "i": 25, "actual": 0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.2.adm
new file mode 100644
index 0000000..ec0cdff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.2.adm
@@ -0,0 +1,36 @@
+{ "g": 0, "i": 0, "actual": 160 }
+{ "g": 0, "i": 1, "actual": -160 }
+{ "g": 0, "i": 2, "actual": 160 }
+{ "g": 0, "i": 3, "actual": 8 }
+{ "g": 0, "i": 4, "actual": 32 }
+{ "g": 0, "i": 5, "actual": 64 }
+{ "g": 0, "i": 6, "actual": 1 }
+{ "g": 0, "i": 7, "actual": 2 }
+{ "g": 0, "i": 8, "actual": 0 }
+{ "g": 0, "i": 9, "actual": 1 }
+{ "g": 0, "i": 10, "actual": 160 }
+{ "g": 0, "i": 11, "actual": 160 }
+{ "g": 0, "i": 12, "actual": 160 }
+{ "g": 0, "i": 13, "actual": -160 }
+{ "g": 0, "i": 14, "actual": -160 }
+{ "g": 0, "i": 15, "actual": -160 }
+{ "g": 0, "i": 16, "actual": 161 }
+{ "g": 0, "i": 17, "actual": -161 }
+{ "g": 0, "i": 18, "actual": 32767 }
+{ "g": 0, "i": 19, "actual": 32767 }
+{ "g": 0, "i": 20, "actual": 32767 }
+{ "g": 0, "i": 21, "actual": 32767 }
+{ "g": 0, "i": 22, "actual": 32767 }
+{ "g": 0, "i": 23, "actual": -32768 }
+{ "g": 0, "i": 24, "actual": 0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.3.adm
new file mode 100644
index 0000000..46bf8cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.3.adm
@@ -0,0 +1,35 @@
+{ "g": 0, "i": 0, "actual": 320 }
+{ "g": 0, "i": 1, "actual": -320 }
+{ "g": 0, "i": 2, "actual": 320 }
+{ "g": 0, "i": 3, "actual": 8 }
+{ "g": 0, "i": 4, "actual": 16 }
+{ "g": 0, "i": 5, "actual": 64 }
+{ "g": 0, "i": 6, "actual": 1 }
+{ "g": 0, "i": 7, "actual": 2 }
+{ "g": 0, "i": 8, "actual": 0 }
+{ "g": 0, "i": 9, "actual": 1 }
+{ "g": 0, "i": 10, "actual": 320 }
+{ "g": 0, "i": 11, "actual": 320 }
+{ "g": 0, "i": 12, "actual": 320 }
+{ "g": 0, "i": 13, "actual": -320 }
+{ "g": 0, "i": 14, "actual": -320 }
+{ "g": 0, "i": 15, "actual": -320 }
+{ "g": 0, "i": 16, "actual": 321 }
+{ "g": 0, "i": 17, "actual": -321 }
+{ "g": 0, "i": 18, "actual": 2147483647 }
+{ "g": 0, "i": 19, "actual": 2147483647 }
+{ "g": 0, "i": 20, "actual": 2147483647 }
+{ "g": 0, "i": 21, "actual": 2147483647 }
+{ "g": 0, "i": 22, "actual": -2147483648 }
+{ "g": 0, "i": 23, "actual": 0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.4.adm
new file mode 100644
index 0000000..b6262aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_01/int_01.4.adm
@@ -0,0 +1,35 @@
+{ "g": 0, "i": 0, "actual": 640 }
+{ "g": 0, "i": 1, "actual": -640 }
+{ "g": 0, "i": 2, "actual": -9223372036854775808 }
+{ "g": 0, "i": 3, "actual": 640 }
+{ "g": 0, "i": 4, "actual": 8 }
+{ "g": 0, "i": 5, "actual": 16 }
+{ "g": 0, "i": 6, "actual": 32 }
+{ "g": 0, "i": 7, "actual": 1 }
+{ "g": 0, "i": 8, "actual": 2 }
+{ "g": 0, "i": 9, "actual": 0 }
+{ "g": 0, "i": 10, "actual": 1 }
+{ "g": 0, "i": 11, "actual": 640 }
+{ "g": 0, "i": 12, "actual": 640 }
+{ "g": 0, "i": 13, "actual": 640 }
+{ "g": 0, "i": 14, "actual": -640 }
+{ "g": 0, "i": 15, "actual": -640 }
+{ "g": 0, "i": 16, "actual": -640 }
+{ "g": 0, "i": 17, "actual": 641 }
+{ "g": 0, "i": 18, "actual": -641 }
+{ "g": 0, "i": 19, "actual": 9223372036854775807 }
+{ "g": 0, "i": 20, "actual": 9223372036854775807 }
+{ "g": 0, "i": 21, "actual": 9223372036854775807 }
+{ "g": 0, "i": 22, "actual": -9223372036854775808 }
+{ "g": 0, "i": 23, "actual": 0 }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.1.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.2.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.2.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.3.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.3.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.4.adm
new file mode 100644
index 0000000..4d80977
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/int_02/int_02.4.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/interval/interval.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/interval/interval.1.adm
index bc00add..02a187b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/interval/interval.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/interval/interval.1.adm
@@ -1 +1 @@
-{ "interval41": interval(date("0001-12-27"), date("0006-01-27")), "interval42": interval(date("0001-12-27"), date("0006-01-27")), "interval43": interval(date("0001-12-27"), date("0006-01-27")), "interval44": interval(date("0001-12-27"), date("0006-01-27")), "interval45": null, "interval46": null, "interval51": interval(time("20:03:20.948Z"), time("20:57:50.886Z")), "interval52": interval(time("20:03:20.948Z"), time("20:57:50.886Z")), "interval53": interval(time("20:03:20.948Z"), time("20:57:50.886Z")), "interval54": interval(time("20:03:20.948Z"), time("20:57:50.886Z")), "interval55": null, "interval56": null, "interval61": interval(datetime("-2043-11-19T15:32:39.293Z"), datetime("-1603-03-12T12:12:38.242Z")), "interval62": interval(datetime("-2043-11-19T15:32:39.293Z"), datetime("-1603-03-12T12:12:38.242Z")), "interval63": interval(datetime("-2043-11-19T15:32:39.293Z"), datetime("-1603-03-12T12:12:38.242Z")), "interval64": interval(datetime("-2043-11-19T15:32:39.293Z"), datetime("-1603-03-12T12:12:38.242Z")), "interval65": null, "interval66": null, "interval71": interval(date("2010-10-30"), date("2012-10-21")), "interval72": null, "interval73": null, "interval74": interval(time("14:04:05.678Z"), time("21:24:25.267Z")), "interval75": null, "interval76": null, "interval77": interval(datetime("-1987-11-18T18:43:57.938Z"), datetime("1999-11-12T19:49:35.948Z")), "interval78": null, "interval79": null }
+{ "interval41": interval(date("0001-12-27"), date("0006-01-27")), "interval42": interval(date("0001-12-27"), date("0006-01-27")), "interval43": interval(date("0001-12-27"), date("0006-01-27")), "interval44": interval(date("0001-12-27"), date("0006-01-27")), "interval45": null, "interval46": null, "interval51": interval(time("20:03:20.948"), time("20:57:50.886")), "interval52": interval(time("20:03:20.948"), time("20:57:50.886")), "interval53": interval(time("20:03:20.948"), time("20:57:50.886")), "interval54": interval(time("20:03:20.948"), time("20:57:50.886")), "interval55": null, "interval56": null, "interval61": interval(datetime("-2043-11-19T15:32:39.293"), datetime("-1603-03-12T12:12:38.242")), "interval62": interval(datetime("-2043-11-19T15:32:39.293"), datetime("-1603-03-12T12:12:38.242")), "interval63": interval(datetime("-2043-11-19T15:32:39.293"), datetime("-1603-03-12T12:12:38.242")), "interval64": interval(datetime("-2043-11-19T15:32:39.293"), datetime("-1603-03-12T12:12:38.242")), "interval65": null, "interval66": null, "interval71": interval(date("2010-10-30"), date("2012-10-21")), "interval72": null, "interval73": null, "interval74": interval(time("03:04:05.678"), time("23:24:25.267")), "interval75": null, "interval76": null, "interval77": interval(datetime("-1987-11-19T02:43:57.938"), datetime("1999-11-12T12:49:35.948")), "interval78": null, "interval79": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_01/string_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_01/string_01.1.adm
index 068d061..1c04e34 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_01/string_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_01/string_01.1.adm
@@ -1 +1,22 @@
-{ "string1": "true", "string2": "false\"", "string3": "8", "string4": "16", "string5": "32", "string6": "64", "string7": "1.25", "string8": "2.5" }
+{ "g": 0, "i": 0, "actual": "true" }
+{ "g": 0, "i": 1, "actual": "false\"" }
+{ "g": 0, "i": 2, "actual": "8" }
+{ "g": 0, "i": 3, "actual": "16" }
+{ "g": 0, "i": 4, "actual": "32" }
+{ "g": 0, "i": 5, "actual": "64" }
+{ "g": 0, "i": 6, "actual": "1.25" }
+{ "g": 0, "i": 7, "actual": "2.5" }
+{ "g": 0, "i": 8, "actual": "true" }
+{ "g": 0, "i": 9, "actual": "false" }
+{ "g": 0, "i": 10, "actual": "2020-01-02T03:04:05.000" }
+{ "g": 0, "i": 11, "actual": "2021-01-02" }
+{ "g": 0, "i": 12, "actual": "01:02:03.000" }
+{ "g": 0, "i": 13, "actual": "P30Y10M25DT13H12M50S" }
+{ "g": 0, "i": 14, "actual": "P2Y" }
+{ "g": 0, "i": 15, "actual": "PT4S" }
+{ "g": 0, "i": 16, "actual": "02a199ca-bf58-412e-bd9f-60a0c975a8ac" }
+{ "g": 0, "i": 17, "actual": "0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/" }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_02/string_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_02/string_02.1.adm
new file mode 100644
index 0000000..746523d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/string_02/string_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.1.adm
index ade4e3b..c272370 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.1.adm
@@ -1 +1,30 @@
-{ "time1": time("05:50:56.200Z"), "time2": time("21:05:56.200Z"), "time3": time("10:50:56.000Z"), "time4": time("10:50:56.200Z"), "time5": time("13:29:59.999Z"), "time6": time("09:15:00.000Z"), "time7": time("13:59:00.019Z"), "time8": time("13:59:00.010Z"), "time9": time("13:59:00.019Z"), "time10": time("13:59:00.010Z"), "time11": time("11:59:00.019Z"), "time12": time("11:59:00.019Z") }
+{ "g": 0, "i": 0, "actual": time("10:50:56.200") }
+{ "g": 0, "i": 1, "actual": time("10:50:56.200") }
+{ "g": 0, "i": 2, "actual": time("10:50:56.000") }
+{ "g": 0, "i": 3, "actual": time("10:50:56.200") }
+{ "g": 0, "i": 4, "actual": time("23:59:59.999") }
+{ "g": 0, "i": 5, "actual": time("00:00:00.000") }
+{ "g": 0, "i": 6, "actual": time("12:59:00.019") }
+{ "g": 0, "i": 7, "actual": time("12:59:00.010") }
+{ "g": 0, "i": 8, "actual": time("12:59:00.019") }
+{ "g": 0, "i": 9, "actual": time("12:59:00.010") }
+{ "g": 0, "i": 10, "actual": time("12:59:00.019") }
+{ "g": 0, "i": 11, "actual": time("12:59:00.019") }
+{ "g": 0, "i": 12, "actual": time("01:02:03.000") }
+{ "g": 1, "i": 0, "expected": null, "actual": null }
+{ "g": 1, "i": 1, "expected": null, "actual": null }
+{ "g": 1, "i": 2, "expected": null, "actual": null }
+{ "g": 1, "i": 3, "expected": null, "actual": null }
+{ "g": 1, "i": 4, "expected": null, "actual": null }
+{ "g": 1, "i": 5, "expected": null, "actual": null }
+{ "g": 1, "i": 6, "expected": null, "actual": null }
+{ "g": 1, "i": 7, "expected": null, "actual": null }
+{ "g": 1, "i": 8, "expected": null, "actual": null }
+{ "g": 1, "i": 9, "expected": null, "actual": null }
+{ "g": 1, "i": 10, "expected": null, "actual": null }
+{ "g": 1, "i": 11, "expected": null, "actual": null }
+{ "g": 1, "i": 12, "expected": null, "actual": null }
+{ "g": 1, "i": 13, "expected": null, "actual": null }
+{ "g": 1, "i": 14, "expected": null, "actual": null }
+{ "g": 1, "i": 15, "expected": null, "actual": null }
+{ "g": 2, "i": 0, "expected": true, "actual": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.2.adm
new file mode 100644
index 0000000..c415454
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_01/time_01.2.adm
@@ -0,0 +1,2 @@
+{ "i": 0, "actual": time("11:58:59.000") }
+{ "i": 1, "actual": time("10:57:58.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_02/time_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_02/time_02.1.adm
new file mode 100644
index 0000000..a7601ae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/time_02/time_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null, "null_2": null, "null_3": null, "null_4": null, "null_5": null, "null_6": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/uuid/uuid_02/uuid_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/uuid/uuid_02/uuid_02.1.adm
new file mode 100644
index 0000000..746523d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/constructor/uuid/uuid_02/uuid_02.1.adm
@@ -0,0 +1 @@
+{ "null_0": null, "null_1": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dapd/q2-7/q2-7.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dapd/q2-7/q2-7.1.adm
index 5adf5db..4247162 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/dapd/q2-7/q2-7.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dapd/q2-7/q2-7.1.adm
@@ -1,2 +1,2 @@
-{ "sig_id": 14, "total_count": 3, "chapter_breakdown": [ { "chapter_name": "Laguna Beach", "$1": [ { "e": { "Event": { "event_id": 1023, "name": "Art Opening: Southern Orange County Beaches", "organizers": {{ { "name": "Jane Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "San Clemente" }, { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "art", "landscape", "nature", "vernissage" }}, "start_time": datetime("2011-02-24T02:00:00.000Z"), "end_time": datetime("2011-02-24T05:00:00.000Z") }, "sponsor": { "sig_id": 14, "chapter_name": "Laguna Beach" } } }, { "e": { "Event": { "event_id": 1042, "name": "Orange County Landmarks", "organizers": {{ { "name": "John Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "architecture", "photography" }}, "price": 10.0, "start_time": datetime("2011-02-24T01:00:00.000Z"), "end_time": datetime("2011-02-24T03:00:00.000Z") }, "sponsor": { "sig_id": 14, "chapter_name": "Laguna Beach" } } } ] }, { "chapter_name": "San Clemente", "$1": [ { "e": { "Event": { "event_id": 1023, "name": "Art Opening: Southern Orange County Beaches", "organizers": {{ { "name": "Jane Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "San Clemente" }, { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "art", "landscape", "nature", "vernissage" }}, "start_time": datetime("2011-02-24T02:00:00.000Z"), "end_time": datetime("2011-02-24T05:00:00.000Z") }, "sponsor": { "sig_id": 14, "chapter_name": "San Clemente" } } } ] } ] }
-{ "sig_id": 31, "total_count": 1, "chapter_breakdown": [ { "chapter_name": "Huntington Beach", "$1": [ { "e": { "Event": { "event_id": 941, "name": "Intro to Scuba Diving", "organizers": {{ { "name": "Joseph Surfer", "affiliation": "Huntington Beach Scuba Assoc." } }}, "sponsoring_sigs": [ { "sig_id": 31, "chapter_name": "Huntington Beach" } ], "interest_keywords": {{ "scuba", "diving", "aquatics" }}, "price": 40.0, "start_time": datetime("2010-10-16T17:00:00.000Z"), "end_time": datetime("2010-10-16T20:00:00.000Z") }, "sponsor": { "sig_id": 31, "chapter_name": "Huntington Beach" } } } ] } ] }
+{ "sig_id": 14, "total_count": 3, "chapter_breakdown": [ { "chapter_name": "Laguna Beach", "$1": [ { "e": { "Event": { "event_id": 1023, "name": "Art Opening: Southern Orange County Beaches", "organizers": {{ { "name": "Jane Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "San Clemente" }, { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "art", "landscape", "nature", "vernissage" }}, "start_time": datetime("2011-02-23T18:00:00.000"), "end_time": datetime("2011-02-23T21:00:00.000") }, "sponsor": { "sig_id": 14, "chapter_name": "Laguna Beach" } } }, { "e": { "Event": { "event_id": 1042, "name": "Orange County Landmarks", "organizers": {{ { "name": "John Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "architecture", "photography" }}, "price": 10.0, "start_time": datetime("2011-02-23T17:00:00.000"), "end_time": datetime("2011-02-23T19:00:00.000") }, "sponsor": { "sig_id": 14, "chapter_name": "Laguna Beach" } } } ] }, { "chapter_name": "San Clemente", "$1": [ { "e": { "Event": { "event_id": 1023, "name": "Art Opening: Southern Orange County Beaches", "organizers": {{ { "name": "Jane Smith" } }}, "sponsoring_sigs": [ { "sig_id": 14, "chapter_name": "San Clemente" }, { "sig_id": 14, "chapter_name": "Laguna Beach" } ], "interest_keywords": {{ "art", "landscape", "nature", "vernissage" }}, "start_time": datetime("2011-02-23T18:00:00.000"), "end_time": datetime("2011-02-23T21:00:00.000") }, "sponsor": { "sig_id": 14, "chapter_name": "San Clemente" } } } ] } ] }
+{ "sig_id": 31, "total_count": 1, "chapter_breakdown": [ { "chapter_name": "Huntington Beach", "$1": [ { "e": { "Event": { "event_id": 941, "name": "Intro to Scuba Diving", "organizers": {{ { "name": "Joseph Surfer", "affiliation": "Huntington Beach Scuba Assoc." } }}, "sponsoring_sigs": [ { "sig_id": 31, "chapter_name": "Huntington Beach" } ], "interest_keywords": {{ "scuba", "diving", "aquatics" }}, "price": 40.0, "start_time": datetime("2010-10-16T09:00:00.000"), "end_time": datetime("2010-10-16T12:00:00.000") }, "sponsor": { "sig_id": 31, "chapter_name": "Huntington Beach" } } } ] } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.2.adm
index 992045b..8af06a6 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create-dataset-inline-type-1/create-dataset-inline-type-1.2.adm
@@ -1,12 +1,12 @@
-{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Closed", "DatasetName": "A_Customers_Closed", "DatatypeDataverseName": "test" }
-{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Default_Closed", "DatasetName": "A_Customers_Default_Closed", "DatatypeDataverseName": "test" }
-{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Open", "DatasetName": "A_Customers_Open", "DatatypeDataverseName": "test" }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Closed", "DatasetName": "A_Customers_Closed", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_custkey" ] ] }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Default_Closed", "DatasetName": "A_Customers_Default_Closed", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_custkey" ] ] }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$A_Customers_Open", "DatasetName": "A_Customers_Open", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_custkey" ], [ "c_name" ] ] }
 { "en": "Dataset", "DatatypeName": "$d$t$i$B_Orders_Closed", "DatasetName": "B_Orders_Closed", "DatatypeDataverseName": "test" }
 { "en": "Dataset", "DatatypeName": "$d$t$i$B_Orders_Default_Closed", "DatasetName": "B_Orders_Default_Closed", "DatatypeDataverseName": "test" }
 { "en": "Dataset", "DatatypeName": "$d$t$i$B_Orders_Open", "DatasetName": "B_Orders_Open", "DatatypeDataverseName": "test" }
-{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Closed", "DatasetName": "C_Customers_Meta_Closed", "DatatypeDataverseName": "test", "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Closed" }
-{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Default_Closed", "DatasetName": "C_Customers_Meta_Default_Closed", "DatatypeDataverseName": "test", "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Default_Closed" }
-{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Open", "DatasetName": "C_Customers_Meta_Open", "DatatypeDataverseName": "test", "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Open" }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Closed", "DatasetName": "C_Customers_Meta_Closed", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_custkey" ], [ "c_x" ] ], "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Closed", "KeySourceIndicator": [ 0, 1 ] }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Default_Closed", "DatasetName": "C_Customers_Meta_Default_Closed", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_custkey" ] ], "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Default_Closed" }
+{ "en": "Dataset", "DatatypeName": "$d$t$i$C_Customers_Meta_Open", "DatasetName": "C_Customers_Meta_Open", "DatatypeDataverseName": "test", "PrimaryKey": [ [ "c_x" ], [ "c_y" ] ], "MetatypeDataverseName": "test", "MetatypeName": "$d$t$m$C_Customers_Meta_Open", "KeySourceIndicator": [ 1, 1 ] }
 { "en": "Datatype", "DatatypeName": "$d$t$i$A_Customers_Closed", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "c_custkey", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_phone", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_comment", "FieldType": "string", "IsNullable": true, "IsMissable": true } ] } } }
 { "en": "Datatype", "DatatypeName": "$d$t$i$A_Customers_Default_Closed", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "c_custkey", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_phone", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_comment", "FieldType": "string", "IsNullable": true, "IsMissable": true } ] } } }
 { "en": "Datatype", "DatatypeName": "$d$t$i$A_Customers_Open", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "c_custkey", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_phone", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_comment", "FieldType": "string", "IsNullable": true, "IsMissable": true } ] } } }
@@ -18,4 +18,4 @@
 { "en": "Datatype", "DatatypeName": "$d$t$i$C_Customers_Meta_Open", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "c_custkey", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_name", "FieldType": "string", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_phone", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_comment", "FieldType": "string", "IsNullable": true, "IsMissable": true } ] } } }
 { "en": "Datatype", "DatatypeName": "$d$t$m$C_Customers_Meta_Closed", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "c_x", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_y", "FieldType": "int32", "IsNullable": true, "IsMissable": true } ] } } }
 { "en": "Datatype", "DatatypeName": "$d$t$m$C_Customers_Meta_Default_Closed", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": false, "Fields": [ { "FieldName": "c_x", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_y", "FieldType": "int32", "IsNullable": true, "IsMissable": true } ] } } }
-{ "en": "Datatype", "DatatypeName": "$d$t$m$C_Customers_Meta_Open", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "c_x", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_y", "FieldType": "int32", "IsNullable": true, "IsMissable": true } ] } } }
+{ "en": "Datatype", "DatatypeName": "$d$t$m$C_Customers_Meta_Open", "Derived": { "Tag": "RECORD", "IsAnonymous": true, "Record": { "IsOpen": true, "Fields": [ { "FieldName": "c_x", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_y", "FieldType": "int32", "IsNullable": false, "IsMissable": false } ] } } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create_dataset_with_filter_on_meta/create_dataset_with_filter_on_meta.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create_dataset_with_filter_on_meta/create_dataset_with_filter_on_meta.1.adm
index fcd415b..e8c9dfa 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create_dataset_with_filter_on_meta/create_dataset_with_filter_on_meta.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/create_dataset_with_filter_on_meta/create_dataset_with_filter_on_meta.1.adm
@@ -1,3 +1,3 @@
 { "DataverseName": "KeyVerse", "DatasetName": "KVStore", "IndexName": "KVStore", "IndexStructure": "BTREE", "SearchKey": [ [ "key" ] ], "IsPrimary": true, "Timestamp": "Mon Sep 07 18:14:11 PDT 2020", "PendingOp": 0, "SearchKeySourceIndicator": [ 1 ] }
-{ "DataverseName": "KeyVerse", "DatasetName": "KVStore", "IndexName": "s_location", "IndexStructure": "RTREE", "SearchKey": [ [ "location" ] ], "IsPrimary": false, "Timestamp": "Mon Sep 07 18:14:11 PDT 2020", "PendingOp": 0 }
-{ "DataverseName": "KeyVerse", "DatasetName": "KVStore", "IndexName": "s_rating", "IndexStructure": "BTREE", "SearchKey": [ [ "area_code" ] ], "IsPrimary": false, "Timestamp": "Mon Sep 07 18:14:11 PDT 2020", "PendingOp": 0 }
+{ "DataverseName": "KeyVerse", "DatasetName": "KVStore", "IndexName": "s_location", "IndexStructure": "RTREE", "SearchKey": [ [ "location" ] ], "IsPrimary": false, "Timestamp": "Tue Aug 03 21:39:47 AST 2021", "PendingOp": 0 }
+{ "DataverseName": "KeyVerse", "DatasetName": "KVStore", "IndexName": "s_rating", "IndexStructure": "BTREE", "SearchKey": [ [ "area_code" ] ], "IsPrimary": false, "Timestamp": "Tue Aug 03 21:39:47 AST 2021", "PendingOp": 0, "ExcludeUnknownKey": false }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.004.adm
index ac116183..272c3c8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.004.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.004.adm
@@ -1 +1,2 @@
+{ "values": [ 1 ] }
 { "values": [ 95, 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.005.adm
index ac116183..272c3c8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.005.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-bad-fields/index-bad-fields.005.adm
@@ -1 +1,2 @@
+{ "values": [ 1 ] }
 { "values": [ 95, 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.003.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.003.adm
new file mode 100644
index 0000000..e2aa8c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.003.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 9 ] }
+{ "values": [ null, "1", 1 ] }
+{ "values": [ null, "4", 4 ] }
+{ "values": [ null, "5", 5 ] }
+{ "values": [ null, "8", 8 ] }
+{ "values": [ 2, "2", 2 ] }
+{ "values": [ 3, "3", 3 ] }
+{ "values": [ 6, "6", 6 ] }
+{ "values": [ 7, "7", 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.004.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.004.adm
new file mode 100644
index 0000000..cc2dc3f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.004.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 9 ] }
+{ "values": [ null, "1.5", 1 ] }
+{ "values": [ null, "4.5", 4 ] }
+{ "values": [ null, "5.5", 5 ] }
+{ "values": [ null, "8.5", 8 ] }
+{ "values": [ 2.0, "2.5", 2 ] }
+{ "values": [ 3.5, "3.5", 3 ] }
+{ "values": [ 6.0, "6.5", 6 ] }
+{ "values": [ 7.5, "7.5", 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.005.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.005.adm
new file mode 100644
index 0000000..799cdcc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.005.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 4 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 6, 6 ] }
+{ "values": [ 7, 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.006.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.006.adm
new file mode 100644
index 0000000..4ca6341
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.006.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 0, 7 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 1, 2 ] }
+{ "values": [ 1, 3 ] }
+{ "values": [ 1, 4 ] }
+{ "values": [ 1, 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.007.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.007.adm
new file mode 100644
index 0000000..b6cff8e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.007.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ "1", 1 ] }
+{ "values": [ "1", 3 ] }
+{ "values": [ "1.5", 2 ] }
+{ "values": [ "1.5", 4 ] }
+{ "values": [ "false", 7 ] }
+{ "values": [ "str", 5 ] }
+{ "values": [ "true", 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.008.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.008.adm
new file mode 100644
index 0000000..ec983bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.008.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 0.0, 7 ] }
+{ "values": [ 1.0, 1 ] }
+{ "values": [ 1.0, 3 ] }
+{ "values": [ 1.0, 6 ] }
+{ "values": [ 1.5, 2 ] }
+{ "values": [ 1.5, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.009.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.009.adm
new file mode 100644
index 0000000..e2aa8c8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.009.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 9 ] }
+{ "values": [ null, "1", 1 ] }
+{ "values": [ null, "4", 4 ] }
+{ "values": [ null, "5", 5 ] }
+{ "values": [ null, "8", 8 ] }
+{ "values": [ 2, "2", 2 ] }
+{ "values": [ 3, "3", 3 ] }
+{ "values": [ 6, "6", 6 ] }
+{ "values": [ 7, "7", 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.010.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.010.adm
new file mode 100644
index 0000000..cc2dc3f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.010.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 9 ] }
+{ "values": [ null, "1.5", 1 ] }
+{ "values": [ null, "4.5", 4 ] }
+{ "values": [ null, "5.5", 5 ] }
+{ "values": [ null, "8.5", 8 ] }
+{ "values": [ 2.0, "2.5", 2 ] }
+{ "values": [ 3.5, "3.5", 3 ] }
+{ "values": [ 6.0, "6.5", 6 ] }
+{ "values": [ 7.5, "7.5", 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.011.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.011.adm
new file mode 100644
index 0000000..799cdcc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.011.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 4 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 6, 6 ] }
+{ "values": [ 7, 7 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.012.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.012.adm
new file mode 100644
index 0000000..4ca6341
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.012.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 0, 7 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 1, 2 ] }
+{ "values": [ 1, 3 ] }
+{ "values": [ 1, 4 ] }
+{ "values": [ 1, 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.013.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.013.adm
new file mode 100644
index 0000000..b6cff8e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.013.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ "1", 1 ] }
+{ "values": [ "1", 3 ] }
+{ "values": [ "1.5", 2 ] }
+{ "values": [ "1.5", 4 ] }
+{ "values": [ "false", 7 ] }
+{ "values": [ "str", 5 ] }
+{ "values": [ "true", 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.014.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.014.adm
new file mode 100644
index 0000000..ec983bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.014.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 0.0, 7 ] }
+{ "values": [ 1.0, 1 ] }
+{ "values": [ 1.0, 3 ] }
+{ "values": [ 1.0, 6 ] }
+{ "values": [ 1.5, 2 ] }
+{ "values": [ 1.5, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.015.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.015.adm
new file mode 100644
index 0000000..6080d55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.015.adm
@@ -0,0 +1 @@
+{ "DataverseName": "test", "DatasetName": "ds2", "IndexName": "ds2_o_idx2", "IndexStructure": "BTREE", "SearchKey": [ [ "o_s_f" ], [ "o_d_f" ] ], "IsPrimary": false, "Timestamp": "Sun Oct 31 17:55:11 PDT 2021", "PendingOp": 0, "SearchKeyType": [ "double", "string" ], "ExcludeUnknownKey": false, "Cast": { "Default": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.016.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.016.adm
new file mode 100644
index 0000000..77ce9ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.016.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "date: { 2019-01-20 }", 4 ] }
+{ "values": [ "date: { 2020-02-20 }", 1 ] }
+{ "values": [ "date: { 2021-11-25 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.017.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.017.adm
new file mode 100644
index 0000000..38633f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.017.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "time: { 01:40:41.001 }", 1 ] }
+{ "values": [ "time: { 14:40:41.001 }", 4 ] }
+{ "values": [ "time: { 22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.018.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.018.adm
new file mode 100644
index 0000000..8b9d5df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.018.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "datetime: { 2019-01-20T14:40:41.001 }", 4 ] }
+{ "values": [ "datetime: { 2020-02-20T01:40:41.001 }", 1 ] }
+{ "values": [ "datetime: { 2021-11-25T22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.019.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.019.adm
new file mode 100644
index 0000000..77ce9ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.019.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "date: { 2019-01-20 }", 4 ] }
+{ "values": [ "date: { 2020-02-20 }", 1 ] }
+{ "values": [ "date: { 2021-11-25 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.020.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.020.adm
new file mode 100644
index 0000000..38633f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.020.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "time: { 01:40:41.001 }", 1 ] }
+{ "values": [ "time: { 14:40:41.001 }", 4 ] }
+{ "values": [ "time: { 22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.021.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.021.adm
new file mode 100644
index 0000000..8b9d5df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.021.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "datetime: { 2019-01-20T14:40:41.001 }", 4 ] }
+{ "values": [ "datetime: { 2020-02-20T01:40:41.001 }", 1 ] }
+{ "values": [ "datetime: { 2021-11-25T22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.022.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.022.adm
new file mode 100644
index 0000000..fe93409
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.022.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 2 ] }
+{ "values": [ null, 3 ] }
+{ "values": [ null, 4 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.023.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.023.adm
new file mode 100644
index 0000000..77ce9ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.023.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "date: { 2019-01-20 }", 4 ] }
+{ "values": [ "date: { 2020-02-20 }", 1 ] }
+{ "values": [ "date: { 2021-11-25 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.024.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.024.adm
new file mode 100644
index 0000000..38633f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.024.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "time: { 01:40:41.001 }", 1 ] }
+{ "values": [ "time: { 14:40:41.001 }", 4 ] }
+{ "values": [ "time: { 22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.025.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.025.adm
new file mode 100644
index 0000000..8b9d5df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.025.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "datetime: { 2019-01-20T14:40:41.001 }", 4 ] }
+{ "values": [ "datetime: { 2020-02-20T01:40:41.001 }", 1 ] }
+{ "values": [ "datetime: { 2021-11-25T22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.026.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.026.adm
new file mode 100644
index 0000000..77ce9ac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.026.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "date: { 2019-01-20 }", 4 ] }
+{ "values": [ "date: { 2020-02-20 }", 1 ] }
+{ "values": [ "date: { 2021-11-25 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.027.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.027.adm
new file mode 100644
index 0000000..38633f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.027.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "time: { 01:40:41.001 }", 1 ] }
+{ "values": [ "time: { 14:40:41.001 }", 4 ] }
+{ "values": [ "time: { 22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.028.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.028.adm
new file mode 100644
index 0000000..8b9d5df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.028.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 3 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "datetime: { 2019-01-20T14:40:41.001 }", 4 ] }
+{ "values": [ "datetime: { 2020-02-20T01:40:41.001 }", 1 ] }
+{ "values": [ "datetime: { 2021-11-25T22:12:51.999 }", 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.029.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.029.adm
new file mode 100644
index 0000000..fe93409
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.029.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 2 ] }
+{ "values": [ null, 3 ] }
+{ "values": [ null, 4 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.030.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.030.adm
new file mode 100644
index 0000000..0101b1d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.030.adm
@@ -0,0 +1,7 @@
+{ "IndexName": "ds3_o_idx_f_d", "Cast": { "Default": null } }
+{ "IndexName": "ds3_o_idx_f_d_fmt", "Cast": { "Default": null, "DataFormat": [ null, "MM/DD/YYYY", null ] } }
+{ "IndexName": "ds3_o_idx_f_dt", "Cast": { "Default": null } }
+{ "IndexName": "ds3_o_idx_f_dt_fmt", "Cast": { "Default": null, "DataFormat": [ "MM/DD/YYYY hh:mm:ss.nnna", null, null ] } }
+{ "IndexName": "ds3_o_idx_f_t", "Cast": { "Default": null } }
+{ "IndexName": "ds3_o_idx_f_t_fmt", "Cast": { "Default": null, "DataFormat": [ null, null, "hh:mm:ss.nnna" ] } }
+{ "IndexName": "ds3_o_idx_invalid_fmt", "Cast": { "Default": null, "DataFormat": [ null, "invalid_format", null ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.031.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.031.adm
new file mode 100644
index 0000000..a8f3fda
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.031.adm
@@ -0,0 +1,7 @@
+{ "IndexName": "ds4_o_idx_f_d", "Cast": { "Default": null } }
+{ "IndexName": "ds4_o_idx_f_d_fmt", "Cast": { "Default": null, "DataFormat": [ null, "MM/DD/YYYY", null ] } }
+{ "IndexName": "ds4_o_idx_f_dt", "Cast": { "Default": null } }
+{ "IndexName": "ds4_o_idx_f_dt_fmt", "Cast": { "Default": null, "DataFormat": [ "MM/DD/YYYY hh:mm:ss.nnna", null, null ] } }
+{ "IndexName": "ds4_o_idx_f_t", "Cast": { "Default": null } }
+{ "IndexName": "ds4_o_idx_f_t_fmt", "Cast": { "Default": null, "DataFormat": [ null, null, "hh:mm:ss.nnna" ] } }
+{ "IndexName": "ds4_o_idx_invalid_fmt", "Cast": { "Default": null, "DataFormat": [ null, "invalid_format", null ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.032.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.032.adm
new file mode 100644
index 0000000..64cd5cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.032.adm
@@ -0,0 +1,6 @@
+{ "values": [ "", 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "5", 5 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.033.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.033.adm
new file mode 100644
index 0000000..64cd5cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.033.adm
@@ -0,0 +1,6 @@
+{ "values": [ "", 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "5", 5 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.034.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.034.adm
new file mode 100644
index 0000000..1674d82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.034.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ 0, 6 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
+{ "values": [ 5, 5 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.035.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.035.adm
new file mode 100644
index 0000000..97e4e83
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.035.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.036.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.036.adm
new file mode 100644
index 0000000..feca349
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.036.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.037.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.037.adm
new file mode 100644
index 0000000..8d8fe2a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.037.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.038.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.038.adm
new file mode 100644
index 0000000..f03683f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.038.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.039.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.039.adm
new file mode 100644
index 0000000..12f73b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.039.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "1", 1 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3", 3 ] }
+{ "values": [ "4", 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.040.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.040.adm
new file mode 100644
index 0000000..64cd5cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.040.adm
@@ -0,0 +1,6 @@
+{ "values": [ "", 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "5", 5 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.041.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.041.adm
new file mode 100644
index 0000000..64cd5cf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.041.adm
@@ -0,0 +1,6 @@
+{ "values": [ "", 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "5", 5 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.042.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.042.adm
new file mode 100644
index 0000000..1674d82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.042.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ 0, 6 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
+{ "values": [ 5, 5 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.043.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.043.adm
new file mode 100644
index 0000000..97e4e83
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.043.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.044.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.044.adm
new file mode 100644
index 0000000..feca349
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.044.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3.5", 3 ] }
+{ "values": [ "4", 4 ] }
+{ "values": [ "s", 1 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.045.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.045.adm
new file mode 100644
index 0000000..8d8fe2a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.045.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.046.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.046.adm
new file mode 100644
index 0000000..f03683f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.046.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.047.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.047.adm
new file mode 100644
index 0000000..12f73b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.047.adm
@@ -0,0 +1,6 @@
+{ "values": [ null, 5 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ "1", 1 ] }
+{ "values": [ "2", 2 ] }
+{ "values": [ "3", 3 ] }
+{ "values": [ "4", 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.048.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.048.adm
new file mode 100644
index 0000000..086d8cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.048.adm
@@ -0,0 +1,3 @@
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.049.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.049.adm
new file mode 100644
index 0000000..086d8cb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.049.adm
@@ -0,0 +1,3 @@
+{ "values": [ 2, 2 ] }
+{ "values": [ 3, 3 ] }
+{ "values": [ 4, 4 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.050.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.050.adm
new file mode 100644
index 0000000..99eb793
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/ddl/index-cast-null/index-cast-null.050.adm
@@ -0,0 +1,18 @@
+{ "IndexName": "idx1", "SearchKey": [ [ "s_f1" ] ] }
+{ "IndexName": "idx10", "SearchKey": [ [ "s_f1" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx11", "SearchKey": [ [ "s_f1" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx12", "SearchKey": [ [ "s_f2" ] ] }
+{ "IndexName": "idx13", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx14", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx15", "SearchKey": [ [ "i_f" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx16", "SearchKey": [ [ "i_f" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx2", "SearchKey": [ [ "s_f1" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx3", "SearchKey": [ [ "s_f1" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx4", "SearchKey": [ [ "s_f2" ] ] }
+{ "IndexName": "idx5", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx6", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx7", "SearchKey": [ [ "i_f" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx8", "SearchKey": [ [ "i_f" ] ], "SearchKeyType": [ "string" ], "Cast": { "Default": null } }
+{ "IndexName": "idx9", "SearchKey": [ [ "s_f1" ] ] }
+{ "IndexName": "idx_exc1", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
+{ "IndexName": "idx_exc2", "SearchKey": [ [ "s_f2" ] ], "SearchKeyType": [ "int64" ], "Cast": { "Default": null } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.04.adm
new file mode 100644
index 0000000..ff5b048
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.04.adm
@@ -0,0 +1,3 @@
+{ "values": [ 1, 1 ] }
+{ "values": [ 4, 4 ] }
+{ "values": [ 5, 5 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.05.adm
new file mode 100644
index 0000000..06d2398
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.05.adm
@@ -0,0 +1,5 @@
+{ "values": [ null, "2", 2 ] }
+{ "values": [ 1, "1", 1 ] }
+{ "values": [ 4, null, 4 ] }
+{ "values": [ 5, 5 ] }
+{ "values": [ "3", 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.06.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.06.adm
new file mode 100644
index 0000000..27e033c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.06.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 2 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 3 ] }
+{ "values": [ 4, 4 ] }
+{ "values": [ 5, 5 ] }
+{ "values": [ 7 ] }
+{ "values": [ 9 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.07.adm
new file mode 100644
index 0000000..bdee019
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.07.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 8 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ null, 7 ] }
+{ "values": [ null, "2", 2 ] }
+{ "values": [ 1, "1", 1 ] }
+{ "values": [ 4, null, 4 ] }
+{ "values": [ 5, 5 ] }
+{ "values": [ 9 ] }
+{ "values": [ "3", 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.08.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.08.adm
new file mode 100644
index 0000000..27e033c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.08.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, 2 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ null, 8 ] }
+{ "values": [ 1, 1 ] }
+{ "values": [ 3 ] }
+{ "values": [ 4, 4 ] }
+{ "values": [ 5, 5 ] }
+{ "values": [ 7 ] }
+{ "values": [ 9 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.09.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.09.adm
new file mode 100644
index 0000000..bdee019
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.09.adm
@@ -0,0 +1,9 @@
+{ "values": [ null, null, 8 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ null, 7 ] }
+{ "values": [ null, "2", 2 ] }
+{ "values": [ 1, "1", 1 ] }
+{ "values": [ 4, null, 4 ] }
+{ "values": [ 5, 5 ] }
+{ "values": [ 9 ] }
+{ "values": [ "3", 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.10.adm
new file mode 100644
index 0000000..e839d15
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.10.adm
@@ -0,0 +1 @@
+{ "cnt": 9 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.11.adm
new file mode 100644
index 0000000..69fc309
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/dml/index-unknown-key/index-unknown-key.11.adm
@@ -0,0 +1,7 @@
+{ "DataverseName": "test", "IndexName": "ds1" }
+{ "DataverseName": "test", "IndexName": "exclude_unknown_idx1", "ExcludeUnknownKey": true }
+{ "DataverseName": "test", "IndexName": "exclude_unknown_idx2", "ExcludeUnknownKey": true }
+{ "DataverseName": "test", "IndexName": "idx1", "ExcludeUnknownKey": false }
+{ "DataverseName": "test", "IndexName": "idx2", "ExcludeUnknownKey": false }
+{ "DataverseName": "test", "IndexName": "include_unknown_idx1", "ExcludeUnknownKey": false }
+{ "DataverseName": "test", "IndexName": "include_unknown_idx2", "ExcludeUnknownKey": false }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.adm
new file mode 100644
index 0000000..18f3275
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.02.adm
@@ -0,0 +1,2 @@
+{ "display_url": "string" }
+{  }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.adm
new file mode 100644
index 0000000..f0fad1e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.03.adm
@@ -0,0 +1,28 @@
+distribute result [$$17]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$17])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$17] <- [{"display_url": $$20}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$20])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$19(ASC) ]  |PARTITIONED|
+            order (ASC, $$19)
+            -- STABLE_SORT [$$19(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$20, $$19])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$20, $$19] <- [get-item($$p.getField("entities").getField("urls"), 0).getField("display_url"), $$p.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.adm
new file mode 100644
index 0000000..18f3275
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.04.adm
@@ -0,0 +1,2 @@
+{ "display_url": "string" }
+{  }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.adm
new file mode 100644
index 0000000..2a24b09
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.05.adm
@@ -0,0 +1,28 @@
+distribute result [$$17]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$17])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$17] <- [{"display_url": $$20}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$20])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$19(ASC) ]  |PARTITIONED|
+            order (ASC, $$19)
+            -- STABLE_SORT [$$19(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$20, $$19])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$20, $$19] <- [get-item($$p.getField("entities").getField("urls"), 0).getField("display_url"), $$p.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset project ({entities:{urls:[{display_url:any}]},id:any})
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.adm
new file mode 100644
index 0000000..695240b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.06.adm
@@ -0,0 +1 @@
+{ "display_url": [ "string" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.adm
new file mode 100644
index 0000000..1ed4eed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.07.adm
@@ -0,0 +1,34 @@
+distribute result [$$21]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$21])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$21] <- [{"display_url": $$25}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$25])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$24(ASC) ]  |PARTITIONED|
+            order (ASC, $$24)
+            -- STABLE_SORT [$$24(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$25, $$24])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$25] <- [array-star($$23).getField("display_url")]
+                  -- ASSIGN  |PARTITIONED|
+                    select (not(is-missing($$23)))
+                    -- STREAM_SELECT  |PARTITIONED|
+                      project ([$$23, $$24])
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        assign [$$23, $$24] <- [$$p.getField("entities").getField("urls"), $$p.getField("id")]
+                        -- ASSIGN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            data-scan []<-[$$p] <- test.ParquetDataset
+                            -- DATASOURCE_SCAN  |PARTITIONED|
+                              exchange
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                empty-tuple-source
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.adm
new file mode 100644
index 0000000..695240b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.08.adm
@@ -0,0 +1 @@
+{ "display_url": [ "string" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.adm
new file mode 100644
index 0000000..2302d35
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.09.adm
@@ -0,0 +1,34 @@
+distribute result [$$21]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$21])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$21] <- [{"display_url": $$25}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$25])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$24(ASC) ]  |PARTITIONED|
+            order (ASC, $$24)
+            -- STABLE_SORT [$$24(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$25, $$24])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$25] <- [array-star($$23).getField("display_url")]
+                  -- ASSIGN  |PARTITIONED|
+                    select (not(is-missing($$23)))
+                    -- STREAM_SELECT  |PARTITIONED|
+                      project ([$$23, $$24])
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        assign [$$23, $$24] <- [$$p.getField("entities").getField("urls"), $$p.getField("id")]
+                        -- ASSIGN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            data-scan []<-[$$p] <- test.ParquetDataset project ({entities:{urls:[{display_url:any}]},id:any})
+                            -- DATASOURCE_SCAN  |PARTITIONED|
+                              exchange
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                empty-tuple-source
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.adm
new file mode 100644
index 0000000..41c14f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.10.adm
@@ -0,0 +1 @@
+{ "display_url": "string" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.adm
new file mode 100644
index 0000000..a9ee166
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.11.adm
@@ -0,0 +1,32 @@
+distribute result [$$26]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$26])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$26] <- [{"display_url": $$urls.getField("display_url")}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$urls])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$29(ASC) ]  |PARTITIONED|
+            order (ASC, $$29)
+            -- STABLE_SORT [$$29(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$urls, $$29])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  unnest $$urls <- scan-collection($$28)
+                  -- UNNEST  |PARTITIONED|
+                    project ([$$28, $$29])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$28, $$29] <- [$$p.getField("entities").getField("urls"), $$p.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p] <- test.ParquetDataset
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.adm
new file mode 100644
index 0000000..41c14f5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.12.adm
@@ -0,0 +1 @@
+{ "display_url": "string" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.adm
new file mode 100644
index 0000000..a29ef6c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.13.adm
@@ -0,0 +1,32 @@
+distribute result [$$26]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$26])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$26] <- [{"display_url": $$urls.getField("display_url")}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$urls])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$29(ASC) ]  |PARTITIONED|
+            order (ASC, $$29)
+            -- STABLE_SORT [$$29(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$urls, $$29])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  unnest $$urls <- scan-collection($$28)
+                  -- UNNEST  |PARTITIONED|
+                    project ([$$28, $$29])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$28, $$29] <- [$$p.getField("entities").getField("urls"), $$p.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p] <- test.ParquetDataset project ({entities:{urls:[{display_url:any}]},id:any})
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.adm
new file mode 100644
index 0000000..0cfbf08
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.14.adm
@@ -0,0 +1 @@
+2
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.adm
new file mode 100644
index 0000000..de214d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.15.adm
@@ -0,0 +1,39 @@
+distribute result [$$46]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    aggregate [$$46] <- [agg-sql-sum($$52)]
+    -- AGGREGATE  |UNPARTITIONED|
+      exchange
+      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+        aggregate [$$52] <- [agg-sql-count(1)]
+        -- AGGREGATE  |PARTITIONED|
+          select ($$39)
+          -- STREAM_SELECT  |PARTITIONED|
+            project ([$$39])
+            -- STREAM_PROJECT  |PARTITIONED|
+              subplan {
+                        aggregate [$$39] <- [empty-stream()]
+                        -- AGGREGATE  |LOCAL|
+                          select (not(if-missing-or-null(eq($$48, "string"), FALSE)))
+                          -- STREAM_SELECT  |LOCAL|
+                            assign [$$48] <- [$$ht.getField("display_url")]
+                            -- ASSIGN  |LOCAL|
+                              unnest $$ht <- scan-collection($$47)
+                              -- UNNEST  |LOCAL|
+                                nested tuple source
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                     }
+              -- SUBPLAN  |PARTITIONED|
+                project ([$$47])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$47] <- [$$p.getField("entities").getField("urls")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.adm
new file mode 100644
index 0000000..0cfbf08
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.16.adm
@@ -0,0 +1 @@
+2
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.adm
new file mode 100644
index 0000000..9f122c6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.17.adm
@@ -0,0 +1,39 @@
+distribute result [$$46]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    aggregate [$$46] <- [agg-sql-sum($$52)]
+    -- AGGREGATE  |UNPARTITIONED|
+      exchange
+      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+        aggregate [$$52] <- [agg-sql-count(1)]
+        -- AGGREGATE  |PARTITIONED|
+          select ($$39)
+          -- STREAM_SELECT  |PARTITIONED|
+            project ([$$39])
+            -- STREAM_PROJECT  |PARTITIONED|
+              subplan {
+                        aggregate [$$39] <- [empty-stream()]
+                        -- AGGREGATE  |LOCAL|
+                          select (not(if-missing-or-null(eq($$48, "string"), FALSE)))
+                          -- STREAM_SELECT  |LOCAL|
+                            assign [$$48] <- [$$ht.getField("display_url")]
+                            -- ASSIGN  |LOCAL|
+                              unnest $$ht <- scan-collection($$47)
+                              -- UNNEST  |LOCAL|
+                                nested tuple source
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                     }
+              -- SUBPLAN  |PARTITIONED|
+                project ([$$47])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$47] <- [$$p.getField("entities").getField("urls")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset project ({entities:{urls:[{display_url:any}]}})
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.adm
new file mode 100644
index 0000000..15eecd2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.18.adm
@@ -0,0 +1,2 @@
+1.1
+1.1
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.adm
new file mode 100644
index 0000000..37849ca
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.19.adm
@@ -0,0 +1,28 @@
+distribute result [$$18]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$18])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$18] <- [get-item(get-item(get-item($$21, 0), 0), 0)]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$21])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+            order (ASC, $$20)
+            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$21, $$20])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$21, $$20] <- [$$p.getField("place").getField("bounding_box").getField("coordinates"), $$p.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.adm
new file mode 100644
index 0000000..15eecd2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.20.adm
@@ -0,0 +1,2 @@
+1.1
+1.1
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.adm
new file mode 100644
index 0000000..ee3a128
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/array-access-pushdown/array-access-pushdown.21.adm
@@ -0,0 +1,28 @@
+distribute result [$$18]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$18])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$18] <- [get-item(get-item(get-item($$21, 0), 0), 0)]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$21])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+            order (ASC, $$20)
+            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$21, $$20])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$21, $$20] <- [$$p.getField("place").getField("bounding_box").getField("coordinates"), $$p.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset project ({place:{bounding_box:{coordinates:[[[any]]]}},id:any})
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.02.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.02.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.03.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.3.adm
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.03.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.04.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.04.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.05.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.3.adm
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.05.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.4.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.06.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.4.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.06.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.adm
new file mode 100644
index 0000000..48d64c1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.07.adm
@@ -0,0 +1,46 @@
+distribute result [$$28]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$28])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$28] <- [{"p1": $$p1, "id": $$30}]
+      -- ASSIGN  |PARTITIONED|
+        exchange
+        -- SORT_MERGE_EXCHANGE [$$30(ASC) ]  |PARTITIONED|
+          order (ASC, $$30)
+          -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+            exchange
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              project ([$$p1, $$30])
+              -- STREAM_PROJECT  |PARTITIONED|
+                exchange
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  join (eq($$31, $$30))
+                  -- HYBRID_HASH_JOIN [$$31][$$30]  |PARTITIONED|
+                    exchange
+                    -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
+                      assign [$$31] <- [$$p1.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p1] <- test.ParquetDataset
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    exchange
+                    -- HASH_PARTITION_EXCHANGE [$$30]  |PARTITIONED|
+                      project ([$$30])
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        assign [$$30] <- [$$p2.getField("id")]
+                        -- ASSIGN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            data-scan []<-[$$p2] <- test.ParquetDataset2
+                            -- DATASOURCE_SCAN  |PARTITIONED|
+                              exchange
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                empty-tuple-source
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.4.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.08.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.4.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.08.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.adm
new file mode 100644
index 0000000..2e7bd2b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.09.adm
@@ -0,0 +1,46 @@
+distribute result [$$28]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$28])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$28] <- [{"p1": $$p1, "id": $$30}]
+      -- ASSIGN  |PARTITIONED|
+        exchange
+        -- SORT_MERGE_EXCHANGE [$$30(ASC) ]  |PARTITIONED|
+          order (ASC, $$30)
+          -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
+            exchange
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              project ([$$p1, $$30])
+              -- STREAM_PROJECT  |PARTITIONED|
+                exchange
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  join (eq($$31, $$30))
+                  -- HYBRID_HASH_JOIN [$$31][$$30]  |PARTITIONED|
+                    exchange
+                    -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
+                      assign [$$31] <- [$$p1.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p1] <- test.ParquetDataset
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                    exchange
+                    -- HASH_PARTITION_EXCHANGE [$$30]  |PARTITIONED|
+                      project ([$$30])
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        assign [$$30] <- [$$p2.getField("id")]
+                        -- ASSIGN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            data-scan []<-[$$p2] <- test.ParquetDataset2 project ({id:any})
+                            -- DATASOURCE_SCAN  |PARTITIONED|
+                              exchange
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                empty-tuple-source
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.7.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.10.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.7.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.10.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.adm
new file mode 100644
index 0000000..8eb02fe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.11.adm
@@ -0,0 +1,50 @@
+distribute result [$$29]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$29])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$29] <- [{"age": $$34, "name": $$35}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$34, $$35])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$32(ASC) ]  |PARTITIONED|
+            order (ASC, $$32)
+            -- STABLE_SORT [$$32(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$34, $$35, $$32])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  exchange
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    join (eq($$31, $$32))
+                    -- HYBRID_HASH_JOIN [$$31][$$32]  |PARTITIONED|
+                      exchange
+                      -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
+                        project ([$$34, $$31])
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          assign [$$34, $$31] <- [$$p1.getField("age"), $$p1.getField("id")]
+                          -- ASSIGN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              data-scan []<-[$$p1] <- test.ParquetDataset
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  empty-tuple-source
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      exchange
+                      -- HASH_PARTITION_EXCHANGE [$$32]  |PARTITIONED|
+                        project ([$$35, $$32])
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          assign [$$35, $$32] <- [$$p2.getField("name"), $$p2.getField("id")]
+                          -- ASSIGN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              data-scan []<-[$$p2] <- test.ParquetDataset3
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  empty-tuple-source
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.7.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.12.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.7.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.12.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.adm
new file mode 100644
index 0000000..12e1b6b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.13.adm
@@ -0,0 +1,50 @@
+distribute result [$$29]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$29])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$29] <- [{"age": $$34, "name": $$35}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$34, $$35])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$32(ASC) ]  |PARTITIONED|
+            order (ASC, $$32)
+            -- STABLE_SORT [$$32(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$34, $$35, $$32])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  exchange
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    join (eq($$31, $$32))
+                    -- HYBRID_HASH_JOIN [$$31][$$32]  |PARTITIONED|
+                      exchange
+                      -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
+                        project ([$$34, $$31])
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          assign [$$34, $$31] <- [$$p1.getField("age"), $$p1.getField("id")]
+                          -- ASSIGN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              data-scan []<-[$$p1] <- test.ParquetDataset project ({id:any,age:any})
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  empty-tuple-source
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                      exchange
+                      -- HASH_PARTITION_EXCHANGE [$$32]  |PARTITIONED|
+                        project ([$$35, $$32])
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          assign [$$35, $$32] <- [$$p2.getField("name"), $$p2.getField("id")]
+                          -- ASSIGN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              data-scan []<-[$$p2] <- test.ParquetDataset3 project ({name:any,id:any})
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  empty-tuple-source
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.9.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.14.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.9.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.14.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.adm
new file mode 100644
index 0000000..dc8c103
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.15.adm
@@ -0,0 +1,32 @@
+distribute result [$$17]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$17])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$17] <- [{"id": $$21, "name": $$22}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$21, $$22])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+            order (ASC, $$20)
+            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$21, $$22, $$20])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$22, $$21] <- [$$19.getField("name"), $$19.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    project ([$$19, $$20])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$19, $$20] <- [$$p.getField("user"), $$p.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p] <- test.ParquetDataset4
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.9.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.16.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.9.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.16.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.adm
new file mode 100644
index 0000000..1ffc9a7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.17.adm
@@ -0,0 +1,32 @@
+distribute result [$$17]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$17])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$17] <- [{"id": $$21, "name": $$22}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$21, $$22])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+            order (ASC, $$20)
+            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$21, $$22, $$20])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$22, $$21] <- [$$19.getField("name"), $$19.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    project ([$$19, $$20])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$19, $$20] <- [$$p.getField("user"), $$p.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p] <- test.ParquetDataset4 project ({id:any,user:{name:any,id:any}})
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.18.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.18.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.adm
new file mode 100644
index 0000000..229e53a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.19.adm
@@ -0,0 +1,18 @@
+distribute result [$$31]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    aggregate [$$31] <- [agg-sql-sum($$32)]
+    -- AGGREGATE  |UNPARTITIONED|
+      exchange
+      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+        aggregate [$$32] <- [agg-sql-count(1)]
+        -- AGGREGATE  |PARTITIONED|
+          exchange
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            data-scan []<-[$$p] <- test.ParquetDataset4
+            -- DATASOURCE_SCAN  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                empty-tuple-source
+                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.20.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.20.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.adm
new file mode 100644
index 0000000..6937d90
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.21.adm
@@ -0,0 +1,18 @@
+distribute result [$$31]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    aggregate [$$31] <- [agg-sql-sum($$32)]
+    -- AGGREGATE  |UNPARTITIONED|
+      exchange
+      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+        aggregate [$$32] <- [agg-sql-count(1)]
+        -- AGGREGATE  |PARTITIONED|
+          exchange
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            data-scan []<-[$$p] <- test.ParquetDataset4 project ({})
+            -- DATASOURCE_SCAN  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                empty-tuple-source
+                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.adm
new file mode 100644
index 0000000..1ffc9a7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/field-access-pushdown/field-access-pushdown.22.adm
@@ -0,0 +1,32 @@
+distribute result [$$17]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$17])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$17] <- [{"id": $$21, "name": $$22}]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$21, $$22])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
+            order (ASC, $$20)
+            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$21, $$22, $$20])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$22, $$21] <- [$$19.getField("name"), $$19.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    project ([$$19, $$20])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$19, $$20] <- [$$p.getField("user"), $$p.getField("id")]
+                      -- ASSIGN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          data-scan []<-[$$p] <- test.ParquetDataset4 project ({id:any,user:{name:any,id:any}})
+                          -- DATASOURCE_SCAN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              empty-tuple-source
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.02.adm
new file mode 100644
index 0000000..1ebe993
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.02.adm
@@ -0,0 +1,6 @@
+[ "1", "2" ]
+[ "3", "4" ]
+[ "5", "6" ]
+"7"
+"8"
+"9"
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.03.adm
new file mode 100644
index 0000000..4a602ef
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.03.adm
@@ -0,0 +1,30 @@
+distribute result [$$20]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$20])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$20] <- [switch-case(TRUE, is-array($$22), $$24, $$25)]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$22, $$24, $$25])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$23(ASC) ]  |PARTITIONED|
+            order (ASC, $$23)
+            -- STABLE_SORT [$$23(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                assign [$$24, $$25] <- [array-star($$22).getField("text"), $$22.getField("text")]
+                -- ASSIGN  |PARTITIONED|
+                  project ([$$22, $$23])
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    assign [$$22, $$23] <- [$$p.getField("arrayOrObject"), $$p.getField("id")]
+                    -- ASSIGN  |PARTITIONED|
+                      exchange
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        data-scan []<-[$$p] <- test.ParquetDataset
+                        -- DATASOURCE_SCAN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            empty-tuple-source
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.04.adm
new file mode 100644
index 0000000..1ebe993
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.04.adm
@@ -0,0 +1,6 @@
+[ "1", "2" ]
+[ "3", "4" ]
+[ "5", "6" ]
+"7"
+"8"
+"9"
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.05.adm
new file mode 100644
index 0000000..56dd2ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/heterogeneous-access-pushdown/heterogeneous-access-pushdown.05.adm
@@ -0,0 +1,30 @@
+distribute result [$$20]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$20])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$20] <- [switch-case(TRUE, is-array($$22), $$24, $$25)]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$22, $$24, $$25])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$23(ASC) ]  |PARTITIONED|
+            order (ASC, $$23)
+            -- STABLE_SORT [$$23(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                assign [$$24, $$25] <- [array-star($$22).getField("text"), $$22.getField("text")]
+                -- ASSIGN  |PARTITIONED|
+                  project ([$$22, $$23])
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    assign [$$22, $$23] <- [$$p.getField("arrayOrObject"), $$p.getField("id")]
+                    -- ASSIGN  |PARTITIONED|
+                      exchange
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        data-scan []<-[$$p] <- test.ParquetDataset project ({arrayOrObject:<[{text:any}],{text:any}>,id:any})
+                        -- DATASOURCE_SCAN  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            empty-tuple-source
+                            -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/missing-fields/missing-fields.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/missing-fields/missing-fields.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/missing-fields/missing-fields.3.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/missing-fields/missing-fields.3.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/multi-file-multi-schema/multi-file-multi-schema.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/multi-file-multi-schema/multi-file-multi-schema.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.adm
new file mode 100644
index 0000000..8df138d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.3.adm
@@ -0,0 +1,14 @@
+{ "id": 8, "age": 10 }
+{ "id": 9, "age": 20 }
+{ "id": 10, "age": 30 }
+{ "id": 11, "age": 40 }
+{ "id": 12, "age": 50 }
+{ "id": 13, "age": 60 }
+{ "id": 14, "age": 70 }
+{ "id": 15, "age": "10" }
+{ "id": 16, "age": "20" }
+{ "id": 17, "age": "30" }
+{ "id": 18, "age": "40" }
+{ "id": 19, "age": "50" }
+{ "id": 20, "age": "60" }
+{ "id": 21, "age": "70" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.adm
new file mode 100644
index 0000000..9256ef5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/multi-file-multi-schema/multi-file-multi-schema.4.adm
@@ -0,0 +1,14 @@
+10
+20
+30
+40
+50
+60
+70
+"10"
+"20"
+"30"
+"40"
+"50"
+"60"
+"70"
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/no-files/no-files.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/no-files/no-files.02.adm
new file mode 100644
index 0000000..c227083
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/no-files/no-files.02.adm
@@ -0,0 +1 @@
+0
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.3.adm
new file mode 100644
index 0000000..365218f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.3.adm
@@ -0,0 +1,24 @@
+distribute result [$$16]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$16])
+    -- STREAM_PROJECT  |PARTITIONED|
+      exchange
+      -- SORT_MERGE_EXCHANGE [$$18(ASC) ]  |PARTITIONED|
+        order (ASC, $$18)
+        -- STABLE_SORT [$$18(ASC)]  |PARTITIONED|
+          exchange
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            project ([$$16, $$18])
+            -- STREAM_PROJECT  |PARTITIONED|
+              assign [$$16, $$18] <- [object-concat($$p.getField("coordinates"), $$p.getField("user")).getField("name"), $$p.getField("id")]
+              -- ASSIGN  |PARTITIONED|
+                exchange
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  data-scan []<-[$$p] <- test.ParquetDataset project ({coordinates:any,id:any,user:any})
+                  -- DATASOURCE_SCAN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      empty-tuple-source
+                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.3.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.4.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.3.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.4.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.5.adm
new file mode 100644
index 0000000..4533f63
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/object-concat/object-concat.5.adm
@@ -0,0 +1,28 @@
+distribute result [$$15]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$15])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$15] <- [object-concat($$18, $$19)]
+      -- ASSIGN  |PARTITIONED|
+        project ([$$18, $$19])
+        -- STREAM_PROJECT  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$17(ASC) ]  |PARTITIONED|
+            order (ASC, $$17)
+            -- STABLE_SORT [$$17(ASC)]  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                project ([$$18, $$19, $$17])
+                -- STREAM_PROJECT  |PARTITIONED|
+                  assign [$$19, $$18, $$17] <- [$$p.getField("user"), $$p.getField("coordinates"), $$p.getField("id")]
+                  -- ASSIGN  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      data-scan []<-[$$p] <- test.ParquetDataset project ({coordinates:any,id:any,user:any})
+                      -- DATASOURCE_SCAN  |PARTITIONED|
+                        exchange
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          empty-tuple-source
+                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/decimal/decimal.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/decimal/decimal.02.adm
new file mode 100644
index 0000000..9f8b991
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/decimal/decimal.02.adm
@@ -0,0 +1 @@
+{ "decimal32_field": 1.1, "decimal64_field": 154.000000001, "decimal_fixed80_field": 9.223372036854776, "decimal_arbitrary_length_field": 9.223372036854776 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.02.adm
new file mode 100644
index 0000000..86fc647
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/disable-json-parsing/disable-json-parsing.02.adm
@@ -0,0 +1 @@
+{ "json_field": "[1,2,3]" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/temporal/temporal.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/temporal/temporal.02.adm
new file mode 100644
index 0000000..b1ddb13
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/temporal/temporal.02.adm
@@ -0,0 +1 @@
+{ "date_field": date("2022-01-01"), "time32_millis_field": time("01:00:00.000"), "time64_micros_field": time("01:00:00.000"), "time64_nanos_field": time("01:00:00.000"), "time32_millis_pst_field": time("17:00:00.000"), "time64_micros_pst_field": time("17:00:00.000"), "time64_nanos_pst_field": time("17:00:00.000"), "timestamp64_millis_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_micros_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_nanos_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_millis_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_micros_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_nanos_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp96_field": datetime("2021-12-30T17:00:00.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.02.adm
new file mode 100644
index 0000000..c42147b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/parquet-types/unset-flags/unset-flags.02.adm
@@ -0,0 +1 @@
+{ "boolean_field": true, "int8_field": 8, "int16_field": 16, "int32_field": 32, "int64_field": 64, "uint8_field": 128, "uint16_field": 32768, "uint32_field": 2147483648, "uint64_field": 151, "float_field": 1.0, "double_field": 1.0, "binary_field": hex("000102"), "string_field": "stringVal", "enum_field": "enumVal", "json_field": [ 1, 2, 3 ], "date_field": date("2022-01-01"), "time32_millis_field": time("01:00:00.000"), "time64_micros_field": time("01:00:00.000"), "time64_nanos_field": time("01:00:00.000"), "time32_millis_pst_field": time("17:00:00.000"), "time64_micros_pst_field": time("17:00:00.000"), "time64_nanos_pst_field": time("17:00:00.000"), "timestamp64_millis_field": datetime("2022-01-01T01:00:00.000"), "timestamp64_micros_field": datetime("2022-01-01T01:00:00.000"), "timestamp64_nanos_field": datetime("2022-01-01T01:00:00.000"), "timestamp64_millis_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_micros_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp64_nanos_pst_field": datetime("2021-12-31T17:00:00.000"), "timestamp96_field": datetime("2021-12-30T17:00:00.000"), "uuid_field": uuid("123e4567-e89b-12d3-a456-426614174000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.adm
new file mode 100644
index 0000000..b020ac9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.02.adm
@@ -0,0 +1,50 @@
+distribute result [$$48]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    project ([$$48])
+    -- STREAM_PROJECT  |UNPARTITIONED|
+      assign [$$48] <- [{"$1": $$51}]
+      -- ASSIGN  |UNPARTITIONED|
+        aggregate [$$51] <- [agg-global-sql-sum($$53)]
+        -- AGGREGATE  |UNPARTITIONED|
+          exchange
+          -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+            aggregate [$$53] <- [agg-local-sql-sum($$46)]
+            -- AGGREGATE  |PARTITIONED|
+              project ([$$46])
+              -- STREAM_PROJECT  |PARTITIONED|
+                assign [$$46] <- [object-length($$p1)]
+                -- ASSIGN  |PARTITIONED|
+                  project ([$$p1])
+                  -- STREAM_PROJECT  |PARTITIONED|
+                    exchange
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      join (eq($$49, $$50))
+                      -- HYBRID_HASH_JOIN [$$50][$$49]  |PARTITIONED|
+                        exchange
+                        -- HASH_PARTITION_EXCHANGE [$$50]  |PARTITIONED|
+                          assign [$$50] <- [$$p1.getField("id")]
+                          -- ASSIGN  |PARTITIONED|
+                            exchange
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              data-scan []<-[$$p1] <- test.ParquetDataset1
+                              -- DATASOURCE_SCAN  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  empty-tuple-source
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                        exchange
+                        -- HASH_PARTITION_EXCHANGE [$$49]  |PARTITIONED|
+                          project ([$$49])
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            assign [$$49] <- [$$p2.getField("id")]
+                            -- ASSIGN  |PARTITIONED|
+                              exchange
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                data-scan []<-[$$p2] <- test.ParquetDataset2 project ({id:any})
+                                -- DATASOURCE_SCAN  |PARTITIONED|
+                                  exchange
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    empty-tuple-source
+                                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.adm
new file mode 100644
index 0000000..47348c2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.03.adm
@@ -0,0 +1,22 @@
+distribute result [$$p1]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    distinct ([$$p1])
+    -- PRE_SORTED_DISTINCT_BY  |PARTITIONED|
+      exchange
+      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+        order (ASC, $$p1)
+        -- STABLE_SORT [$$p1(ASC)]  |PARTITIONED|
+          exchange
+          -- HASH_PARTITION_EXCHANGE [$$p1]  |PARTITIONED|
+            select (gt($$p1.getField("id"), 10))
+            -- STREAM_SELECT  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                data-scan []<-[$$p1] <- test.ParquetDataset1
+                -- DATASOURCE_SCAN  |PARTITIONED|
+                  exchange
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    empty-tuple-source
+                    -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.adm
new file mode 100644
index 0000000..d22cd15
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.04.adm
@@ -0,0 +1,50 @@
+distribute result [$$65]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$65])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$65] <- [{"text": $$text, "$1": $$68}]
+      -- ASSIGN  |PARTITIONED|
+        exchange
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          group by ([$$text := $$76]) decor ([]) {
+                    aggregate [$$68] <- [agg-global-sql-sum($$75)]
+                    -- AGGREGATE  |LOCAL|
+                      nested tuple source
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                 }
+          -- SORT_GROUP_BY[$$76]  |PARTITIONED|
+            exchange
+            -- HASH_PARTITION_EXCHANGE [$$76]  |PARTITIONED|
+              group by ([$$76 := $$67]) decor ([]) {
+                        aggregate [$$75] <- [agg-local-sql-sum(array-distinct($$70))]
+                        -- AGGREGATE  |LOCAL|
+                          nested tuple source
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                     }
+              -- SORT_GROUP_BY[$$67]  |PARTITIONED|
+                exchange
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  select (eq(lowercase($$67), "string"))
+                  -- STREAM_SELECT  |PARTITIONED|
+                    project ([$$70, $$67])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$67] <- [$$ht.getField("text")]
+                      -- ASSIGN  |PARTITIONED|
+                        unnest $$ht <- scan-collection($$70)
+                        -- UNNEST  |PARTITIONED|
+                          project ([$$70])
+                          -- STREAM_PROJECT  |PARTITIONED|
+                            assign [$$70] <- [$$p1.getField("entities").getField("hashtags")]
+                            -- ASSIGN  |PARTITIONED|
+                              select (gt($$p1.getField("id"), 10))
+                              -- STREAM_SELECT  |PARTITIONED|
+                                exchange
+                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                  data-scan []<-[$$p1] <- test.ParquetDataset1 project ({entities:{hashtags:any},id:any})
+                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                    exchange
+                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                      empty-tuple-source
+                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.adm
new file mode 100644
index 0000000..8ad73f9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.05.adm
@@ -0,0 +1,52 @@
+distribute result [$$64]
+-- DISTRIBUTE_RESULT  |PARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+    project ([$$64])
+    -- STREAM_PROJECT  |PARTITIONED|
+      assign [$$64] <- [{"text": $$text, "$1": $$67}]
+      -- ASSIGN  |PARTITIONED|
+        exchange
+        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+          group by ([$$text := $$74]) decor ([]) {
+                    aggregate [$$67] <- [agg-global-sql-sum($$73)]
+                    -- AGGREGATE  |LOCAL|
+                      nested tuple source
+                      -- NESTED_TUPLE_SOURCE  |LOCAL|
+                 }
+          -- SORT_GROUP_BY[$$74]  |PARTITIONED|
+            exchange
+            -- HASH_PARTITION_EXCHANGE [$$74]  |PARTITIONED|
+              group by ([$$74 := $$66]) decor ([]) {
+                        aggregate [$$73] <- [agg-local-sql-sum(sql-sum($$70))]
+                        -- AGGREGATE  |LOCAL|
+                          nested tuple source
+                          -- NESTED_TUPLE_SOURCE  |LOCAL|
+                     }
+              -- SORT_GROUP_BY[$$66]  |PARTITIONED|
+                exchange
+                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                  select (eq(lowercase($$66), "string"))
+                  -- STREAM_SELECT  |PARTITIONED|
+                    project ([$$70, $$66])
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      assign [$$70, $$66] <- [$$ht.getField("indices"), $$ht.getField("text")]
+                      -- ASSIGN  |PARTITIONED|
+                        project ([$$ht])
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          unnest $$ht <- scan-collection($$69)
+                          -- UNNEST  |PARTITIONED|
+                            project ([$$69])
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              assign [$$69] <- [$$p1.getField("entities").getField("hashtags")]
+                              -- ASSIGN  |PARTITIONED|
+                                select (gt($$p1.getField("id"), 10))
+                                -- STREAM_SELECT  |PARTITIONED|
+                                  exchange
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    data-scan []<-[$$p1] <- test.ParquetDataset1 project ({entities:{hashtags:[{indices:any,text:any}]},id:any})
+                                    -- DATASOURCE_SCAN  |PARTITIONED|
+                                      exchange
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        empty-tuple-source
+                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.adm
new file mode 100644
index 0000000..cac9db7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.06.adm
@@ -0,0 +1,26 @@
+distribute result [$$21]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    limit 10
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      exchange
+      -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+        project ([$$21])
+        -- STREAM_PROJECT  |PARTITIONED|
+          assign [$$21] <- [{"display_url": get-item($$22, 0).getField("display_url")}]
+          -- ASSIGN  |PARTITIONED|
+            limit 10
+            -- STREAM_LIMIT  |PARTITIONED|
+              project ([$$22])
+              -- STREAM_PROJECT  |PARTITIONED|
+                assign [$$22] <- [$$p.getField("entities").getField("urls")]
+                -- ASSIGN  |PARTITIONED|
+                  exchange
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    data-scan []<-[$$p] <- test.ParquetDataset1 condition (gt(sql-count($$p.getField("entities").getField("urls")), 10)) limit 10 project ({entities:{urls:any}})
+                    -- DATASOURCE_SCAN  |PARTITIONED|
+                      exchange
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        empty-tuple-source
+                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.adm
new file mode 100644
index 0000000..30d5ac3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/pushdown-plans/pushdown-plans.07.adm
@@ -0,0 +1,113 @@
+distribute result [$$94]
+-- DISTRIBUTE_RESULT  |UNPARTITIONED|
+  exchange
+  -- ONE_TO_ONE_EXCHANGE  |UNPARTITIONED|
+    limit 10
+    -- STREAM_LIMIT  |UNPARTITIONED|
+      project ([$$94])
+      -- STREAM_PROJECT  |PARTITIONED|
+        assign [$$94] <- [{"uname": $$uname, "cnt": $$96}]
+        -- ASSIGN  |PARTITIONED|
+          exchange
+          -- SORT_MERGE_EXCHANGE [$$96(DESC) ]  |PARTITIONED|
+            limit 10
+            -- STREAM_LIMIT  |PARTITIONED|
+              exchange
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                order (topK: 10) (DESC, $$96)
+                -- STABLE_SORT [topK: 10] [$$96(DESC)]  |PARTITIONED|
+                  exchange
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    group by ([$$uname := $$107]) decor ([]) {
+                              aggregate [$$96] <- [agg-sql-sum($$106)]
+                              -- AGGREGATE  |LOCAL|
+                                nested tuple source
+                                -- NESTED_TUPLE_SOURCE  |LOCAL|
+                           }
+                    -- SORT_GROUP_BY[$$107]  |PARTITIONED|
+                      exchange
+                      -- HASH_PARTITION_EXCHANGE [$$107]  |PARTITIONED|
+                        group by ([$$107 := $$95]) decor ([]) {
+                                  aggregate [$$106] <- [agg-sql-count(1)]
+                                  -- AGGREGATE  |LOCAL|
+                                    nested tuple source
+                                    -- NESTED_TUPLE_SOURCE  |LOCAL|
+                               }
+                        -- SORT_GROUP_BY[$$95]  |PARTITIONED|
+                          exchange
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            project ([$$95])
+                            -- STREAM_PROJECT  |PARTITIONED|
+                              select ($$85)
+                              -- STREAM_SELECT  |PARTITIONED|
+                                project ([$$85, $$95])
+                                -- STREAM_PROJECT  |PARTITIONED|
+                                  exchange
+                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                    group by ([$$105 := $$103]) decor ([$$95]) {
+                                              aggregate [$$85] <- [non-empty-stream()]
+                                              -- AGGREGATE  |LOCAL|
+                                                select (not(is-missing($$104)))
+                                                -- STREAM_SELECT  |LOCAL|
+                                                  nested tuple source
+                                                  -- NESTED_TUPLE_SOURCE  |LOCAL|
+                                           }
+                                    -- PRE_CLUSTERED_GROUP_BY[$$103]  |PARTITIONED|
+                                      exchange
+                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                        order (ASC, $$103)
+                                        -- STABLE_SORT [$$103(ASC)]  |PARTITIONED|
+                                          exchange
+                                          -- HASH_PARTITION_EXCHANGE [$$103]  |PARTITIONED|
+                                            project ([$$95, $$104, $$103])
+                                            -- STREAM_PROJECT  |PARTITIONED|
+                                              exchange
+                                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                left outer join (eq($$97, $$81))
+                                                -- HYBRID_HASH_JOIN [$$97][$$81]  |PARTITIONED|
+                                                  exchange
+                                                  -- HASH_PARTITION_EXCHANGE [$$97]  |PARTITIONED|
+                                                    running-aggregate [$$103] <- [create-query-uid()]
+                                                    -- RUNNING_AGGREGATE  |PARTITIONED|
+                                                      project ([$$95, $$97])
+                                                      -- STREAM_PROJECT  |PARTITIONED|
+                                                        assign [$$97] <- [$$ht1.getField("text")]
+                                                        -- ASSIGN  |PARTITIONED|
+                                                          project ([$$95, $$ht1])
+                                                          -- STREAM_PROJECT  |PARTITIONED|
+                                                            unnest $$ht1 <- scan-collection($$98)
+                                                            -- UNNEST  |PARTITIONED|
+                                                              project ([$$98, $$95])
+                                                              -- STREAM_PROJECT  |PARTITIONED|
+                                                                assign [$$98, $$95] <- [$$p1.getField("entities").getField("hashtags"), $$p1.getField("user").getField("name")]
+                                                                -- ASSIGN  |PARTITIONED|
+                                                                  exchange
+                                                                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                    data-scan []<-[$$p1] <- test.ParquetDataset1 project ({entities:{hashtags:[{text:any}]},user:{name:any}})
+                                                                    -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                      exchange
+                                                                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                        empty-tuple-source
+                                                                        -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
+                                                  exchange
+                                                  -- HASH_PARTITION_EXCHANGE [$$81]  |PARTITIONED|
+                                                    project ([$$104, $$81])
+                                                    -- STREAM_PROJECT  |PARTITIONED|
+                                                      assign [$$104, $$81] <- [TRUE, $$ht2.getField("text")]
+                                                      -- ASSIGN  |PARTITIONED|
+                                                        project ([$$ht2])
+                                                        -- STREAM_PROJECT  |PARTITIONED|
+                                                          unnest $$ht2 <- scan-collection($$99)
+                                                          -- UNNEST  |PARTITIONED|
+                                                            project ([$$99])
+                                                            -- STREAM_PROJECT  |PARTITIONED|
+                                                              assign [$$99] <- [$$p2.getField("entities").getField("hashtags")]
+                                                              -- ASSIGN  |PARTITIONED|
+                                                                exchange
+                                                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                  data-scan []<-[$$p2] <- test.ParquetDataset2 project ({entities:{hashtags:[{text:any}]}})
+                                                                  -- DATASOURCE_SCAN  |PARTITIONED|
+                                                                    exchange
+                                                                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                                                      empty-tuple-source
+                                                                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-all-fields/select-all-fields.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-all-fields/select-all-fields.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-all-fields/select-all-fields.3.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-all-fields/select-all-fields.3.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.3.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.3.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.4.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.4.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.5.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/select-count-one-field/select-count-one-field.5.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.3.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/string-standard-utf8/string-standard-utf8.3.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.02.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.02.adm
new file mode 100644
index 0000000..0be5d98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.02.adm
@@ -0,0 +1,2 @@
+true
+true
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.03.adm
new file mode 100644
index 0000000..0be5d98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.03.adm
@@ -0,0 +1,2 @@
+true
+true
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.04.adm
new file mode 100644
index 0000000..0be5d98
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/common/parquet/type-mismatch/type-mismatch.04.adm
@@ -0,0 +1,2 @@
+true
+true
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.01.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/s3/parquet-anonymous-access/parquet-anonymous-access.01.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.01.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/external-dataset/s3/parquet-temporary-access/parquet-temporary-access.01.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.adm.template b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.adm.template
new file mode 100644
index 0000000..a0cc7aa
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/big_object_roundtrip_20M/big_object_roundtrip_20M.1.adm.template
@@ -0,0 +1 @@
+{ "id": 1, "name": "Person One", "hobbies": [ "%lorembytes:20971520%" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mixedudfs/getCapital.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mixedudfs/getCapital.1.adm
new file mode 100644
index 0000000..dd2dfbc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mixedudfs/getCapital.1.adm
@@ -0,0 +1,6 @@
+{ "natCap": { "country": "China", "capital": "Beijing" }, "sum": 3 }
+{ "natCap": { "country": "England", "capital": "London" }, "sum": 3 }
+{ "natCap": { "country": "India", "capital": "New Delhi" }, "sum": 3 }
+{ "natCap": { "country": "Italy", "capital": "Rome" }, "sum": 3 }
+{ "natCap": { "country": "Jupiter", "capital": "NOT_FOUND" }, "sum": 3 }
+{ "natCap": { "country": "United States", "capital": "Washington D.C." }, "sum": 3 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mysentiment_twitter/mysentiment_twitter.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mysentiment_twitter/mysentiment_twitter.13.adm
index 65a7c81..c960344 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mysentiment_twitter/mysentiment_twitter.13.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/mysentiment_twitter/mysentiment_twitter.13.adm
@@ -1,9 +1,9 @@
 { "id": 670301227662491648, "len": 20, "sent": 1 }
 { "id": 670301227553566720, "len": 139, "sent": 0 }
 { "id": 670301227041857536, "len": 112, "sent": 0 }
-{ "id": 670301227037519876, "len": 33, "sent": 0 }
+{ "id": 670301227037519876, "len": 34, "sent": 0 }
 { "id": 670301226987159552, "len": 57, "sent": 0 }
-{ "id": 670301226513391616, "len": 28, "sent": 1 }
+{ "id": 670301226513391616, "len": 29, "sent": 1 }
 { "id": 670301226337202180, "len": 77, "sent": 1 }
 { "id": 670301226190278656, "len": 25, "sent": 0 }
 { "id": 670301225959579648, "len": 112, "sent": 1 }
@@ -15,25 +15,25 @@
 { "id": 670301225162661889, "len": 28, "sent": 1 }
 { "id": 670301224885837824, "len": 63, "sent": 0 }
 { "id": 670301224814698496, "len": 59, "sent": 0 }
-{ "id": 670301224709849090, "len": 33, "sent": 1 }
+{ "id": 670301224709849090, "len": 37, "sent": 1 }
 { "id": 670301224684556288, "len": 21, "sent": 0 }
 { "id": 670301224680480768, "len": 39, "sent": 0 }
 { "id": 670301224348946433, "len": 64, "sent": 1 }
 { "id": 670301224261058560, "len": 61, "sent": 1 }
-{ "id": 670301224231690240, "len": 33, "sent": 0 }
-{ "id": 670301224214794240, "len": 33, "sent": 0 }
+{ "id": 670301224231690240, "len": 34, "sent": 0 }
+{ "id": 670301224214794240, "len": 41, "sent": 0 }
 { "id": 670301223753351168, "len": 105, "sent": 1 }
 { "id": 670301223426367488, "len": 23, "sent": 0 }
-{ "id": 670301223216545792, "len": 31, "sent": 0 }
+{ "id": 670301223216545792, "len": 34, "sent": 0 }
 { "id": 670301223182974976, "len": 34, "sent": 1 }
 { "id": 670301223128535041, "len": 21, "sent": 0 }
 { "id": 670301222759301121, "len": 132, "sent": 0 }
 { "id": 670301222734307329, "len": 110, "sent": 1 }
 { "id": 670301222717419520, "len": 81, "sent": 0 }
 { "id": 670301222318936064, "len": 110, "sent": 1 }
-{ "id": 670301222302150657, "len": 131, "sent": 0 }
+{ "id": 670301222302150657, "len": 135, "sent": 0 }
 { "id": 670301222222602240, "len": 43, "sent": 1 }
-{ "id": 670301222113517568, "len": 27, "sent": 0 }
+{ "id": 670301222113517568, "len": 29, "sent": 0 }
 { "id": 670301221836615680, "len": 44, "sent": 1 }
 { "id": 670301221719310336, "len": 28, "sent": 0 }
 { "id": 670301221442486272, "len": 34, "sent": 0 }
@@ -44,13 +44,13 @@
 { "id": 670301220305821696, "len": 140, "sent": 0 }
 { "id": 670301220247072770, "len": 83, "sent": 1 }
 { "id": 670301220196626432, "len": 36, "sent": 0 }
-{ "id": 670301220079312901, "len": 31, "sent": 1 }
-{ "id": 670301219949305857, "len": 70, "sent": 1 }
+{ "id": 670301220079312901, "len": 32, "sent": 1 }
+{ "id": 670301219949305857, "len": 94, "sent": 1 }
 { "id": 670301219739574273, "len": 131, "sent": 1 }
 { "id": 670301219206877184, "len": 27, "sent": 0 }
 { "id": 670301219139620864, "len": 124, "sent": 0 }
-{ "id": 670301218737123328, "len": 124, "sent": 0 }
-{ "id": 670301218640531458, "len": 31, "sent": 1 }
+{ "id": 670301218737123328, "len": 126, "sent": 0 }
+{ "id": 670301218640531458, "len": 33, "sent": 1 }
 { "id": 670301218598756352, "len": 47, "sent": 0 }
 { "id": 670301218565156865, "len": 44, "sent": 0 }
 { "id": 670301218414206976, "len": 71, "sent": 1 }
@@ -58,14 +58,14 @@
 { "id": 670301218078629888, "len": 9, "sent": 0 }
 { "id": 670301217851990017, "len": 111, "sent": 0 }
 { "id": 670301217793269760, "len": 113, "sent": 0 }
-{ "id": 670301217508036608, "len": 47, "sent": 0 }
+{ "id": 670301217508036608, "len": 55, "sent": 0 }
 { "id": 670301217369657344, "len": 137, "sent": 0 }
-{ "id": 670301217311088641, "len": 28, "sent": 0 }
+{ "id": 670301217311088641, "len": 29, "sent": 0 }
 { "id": 670301217231347712, "len": 123, "sent": 0 }
 { "id": 670301216891473920, "len": 44, "sent": 0 }
 { "id": 670301216874721280, "len": 68, "sent": 0 }
 { "id": 670301216799232000, "len": 50, "sent": 1 }
-{ "id": 670301216669171713, "len": 54, "sent": 0 }
+{ "id": 670301216669171713, "len": 55, "sent": 0 }
 { "id": 670301216493060097, "len": 113, "sent": 1 }
 { "id": 670301216400924676, "len": 35, "sent": 1 }
 { "id": 670301216371552258, "len": 58, "sent": 0 }
@@ -78,21 +78,21 @@
 { "id": 670301214958055424, "len": 58, "sent": 1 }
 { "id": 670301214605733888, "len": 139, "sent": 1 }
 { "id": 670301214509129728, "len": 114, "sent": 1 }
-{ "id": 670301214442041344, "len": 18, "sent": 1 }
+{ "id": 670301214442041344, "len": 19, "sent": 1 }
 { "id": 670301214295392256, "len": 47, "sent": 0 }
-{ "id": 670301213737529344, "len": 9, "sent": 0 }
+{ "id": 670301213737529344, "len": 10, "sent": 0 }
 { "id": 670301213544595457, "len": 63, "sent": 1 }
 { "id": 670301213515235333, "len": 107, "sent": 0 }
 { "id": 670301213464899584, "len": 105, "sent": 1 }
 { "id": 670301213120942080, "len": 39, "sent": 0 }
 { "id": 670301212961603585, "len": 63, "sent": 0 }
-{ "id": 670301212961603584, "len": 20, "sent": 0 }
-{ "id": 670301212856737792, "len": 51, "sent": 0 }
+{ "id": 670301212961603584, "len": 25, "sent": 0 }
+{ "id": 670301212856737792, "len": 55, "sent": 0 }
 { "id": 670301212760117248, "len": 133, "sent": 1 }
 { "id": 670301211808010240, "len": 103, "sent": 0 }
-{ "id": 670301211774468096, "len": 40, "sent": 0 }
+{ "id": 670301211774468096, "len": 41, "sent": 0 }
 { "id": 670301211703144450, "len": 138, "sent": 1 }
-{ "id": 670301211581685761, "len": 25, "sent": 1 }
+{ "id": 670301211581685761, "len": 26, "sent": 1 }
 { "id": 670301211560685568, "len": 12, "sent": 1 }
 { "id": 670301211090751490, "len": 140, "sent": 0 }
 { "id": 670301210654699520, "len": 13, "sent": 0 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/type_validation/type_validation.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/type_validation/type_validation.1.adm
index 8f4dc82..f164f97 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/type_validation/type_validation.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/external-library/type_validation/type_validation.1.adm
@@ -1 +1 @@
-"907 9.07 \"907\" 9.07 TRUE \"date\": { 2013-01-01 } datetime: { 1989-09-07T12:13:14.039Z } "
+"907 9.07 \"907\" 9.07 TRUE date: { 2013-01-01 } datetime: { 1989-09-07T12:13:14.039 } "
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-push-socket/feed-push-socket.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-push-socket/feed-push-socket.1.adm
index 6466feb..d43ff11 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-push-socket/feed-push-socket.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-push-socket/feed-push-socket.1.adm
@@ -1,10 +1,10 @@
-{ "tweetid": "1", "tweetid-copy": "1", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstein", "followers_count": 3311368 }, "sender-location": point("42.13,80.43"), "send-time": datetime("2005-12-05T21:06:41.000Z"), "send-time-copy": datetime("2005-12-05T21:06:41.000Z"), "referred-topics": {{ "samsung", "plan" }}, "message-text": " love samsung the plan is amazing" }
-{ "tweetid": "10", "tweetid-copy": "10", "user": { "screen-name": "Rolldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstful", "followers_count": 3311368 }, "sender-location": point("46.94,93.98"), "send-time": datetime("2011-04-07T14:08:46.000Z"), "send-time-copy": datetime("2011-04-07T14:08:46.000Z"), "referred-topics": {{ "t-mobile", "signal" }}, "message-text": " like t-mobile the signal is good" }
-{ "tweetid": "2", "tweetid-copy": "2", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "David Eckhardstein", "followers_count": 3311368 }, "sender-location": point("28.86,70.44"), "send-time": datetime("2007-08-15T06:44:17.000Z"), "send-time-copy": datetime("2007-08-15T06:44:17.000Z"), "referred-topics": {{ "sprint", "voice-clarity" }}, "message-text": " like sprint its voice-clarity is mind-blowing" }
-{ "tweetid": "3", "tweetid-copy": "3", "user": { "screen-name": "RollandEckhard#500", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Hetfield", "followers_count": 3311368 }, "sender-location": point("39.84,86.48"), "send-time": datetime("2008-12-24T00:07:04.000Z"), "send-time-copy": datetime("2008-12-24T00:07:04.000Z"), "referred-topics": {{ "verizon", "voice-command" }}, "message-text": " can't stand verizon its voice-command is terrible:(" }
-{ "tweetid": "4", "tweetid-copy": "4", "user": { "screen-name": "RollandEckhardstein#221", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstinz", "followers_count": 3311368 }, "sender-location": point("27.67,87.32"), "send-time": datetime("2007-02-05T16:39:13.000Z"), "send-time-copy": datetime("2007-02-05T16:39:13.000Z"), "referred-topics": {{ "t-mobile", "customer-service" }}, "message-text": " love t-mobile its customer-service is mind-blowing" }
-{ "tweetid": "5", "tweetid-copy": "5", "user": { "screen-name": "RollandEcstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardst", "followers_count": 3311368 }, "sender-location": point("27.3,92.77"), "send-time": datetime("2010-09-12T06:15:28.000Z"), "send-time-copy": datetime("2010-09-12T06:15:28.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " like t-mobile the customization is amazing:)" }
-{ "tweetid": "6", "tweetid-copy": "6", "user": { "screen-name": "Rollkhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Kirk Hammette ", "followers_count": 3311368 }, "sender-location": point("45.62,84.78"), "send-time": datetime("2012-01-23T06:23:13.000Z"), "send-time-copy": datetime("2012-01-23T06:23:13.000Z"), "referred-topics": {{ "iphone", "network" }}, "message-text": " like iphone its network is awesome:)" }
-{ "tweetid": "7", "tweetid-copy": "7", "user": { "screen-name": "andEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland khardstein", "followers_count": 3311368 }, "sender-location": point("44.12,81.46"), "send-time": datetime("2012-02-17T17:30:26.000Z"), "send-time-copy": datetime("2012-02-17T17:30:26.000Z"), "referred-topics": {{ "t-mobile", "network" }}, "message-text": " hate t-mobile the network is bad" }
-{ "tweetid": "8", "tweetid-copy": "8", "user": { "screen-name": "Rolltein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Ron Eckhardstein", "followers_count": 3311368 }, "sender-location": point("36.86,90.71"), "send-time": datetime("2009-03-12T13:18:04.000Z"), "send-time-copy": datetime("2009-03-12T13:18:04.000Z"), "referred-topics": {{ "at&t", "touch-screen" }}, "message-text": " dislike at&t its touch-screen is OMG" }
-{ "tweetid": "9", "tweetid-copy": "9", "user": { "screen-name": "Roldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckdstein", "followers_count": 3311368 }, "sender-location": point("29.07,97.05"), "send-time": datetime("2012-08-15T20:19:46.000Z"), "send-time-copy": datetime("2012-08-15T20:19:46.000Z"), "referred-topics": {{ "verizon", "speed" }}, "message-text": " hate verizon its speed is bad" }
+{ "tweetid": "1", "tweetid-copy": "1", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstein", "followers_count": 3311368 }, "sender-location": point("42.13,80.43"), "send-time": datetime("2005-12-05T21:06:41.000"), "send-time-copy": datetime("2005-12-05T21:06:41.000"), "referred-topics": {{ "samsung", "plan" }}, "message-text": " love samsung the plan is amazing" }
+{ "tweetid": "10", "tweetid-copy": "10", "user": { "screen-name": "Rolldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstful", "followers_count": 3311368 }, "sender-location": point("46.94,93.98"), "send-time": datetime("2011-04-07T14:08:46.000"), "send-time-copy": datetime("2011-04-07T14:08:46.000"), "referred-topics": {{ "t-mobile", "signal" }}, "message-text": " like t-mobile the signal is good" }
+{ "tweetid": "2", "tweetid-copy": "2", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "David Eckhardstein", "followers_count": 3311368 }, "sender-location": point("28.86,70.44"), "send-time": datetime("2007-08-15T06:44:17.000"), "send-time-copy": datetime("2007-08-15T06:44:17.000"), "referred-topics": {{ "sprint", "voice-clarity" }}, "message-text": " like sprint its voice-clarity is mind-blowing" }
+{ "tweetid": "3", "tweetid-copy": "3", "user": { "screen-name": "RollandEckhard#500", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Hetfield", "followers_count": 3311368 }, "sender-location": point("39.84,86.48"), "send-time": datetime("2008-12-24T00:07:04.000"), "send-time-copy": datetime("2008-12-24T00:07:04.000"), "referred-topics": {{ "verizon", "voice-command" }}, "message-text": " can't stand verizon its voice-command is terrible:(" }
+{ "tweetid": "4", "tweetid-copy": "4", "user": { "screen-name": "RollandEckhardstein#221", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstinz", "followers_count": 3311368 }, "sender-location": point("27.67,87.32"), "send-time": datetime("2007-02-05T16:39:13.000"), "send-time-copy": datetime("2007-02-05T16:39:13.000"), "referred-topics": {{ "t-mobile", "customer-service" }}, "message-text": " love t-mobile its customer-service is mind-blowing" }
+{ "tweetid": "5", "tweetid-copy": "5", "user": { "screen-name": "RollandEcstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardst", "followers_count": 3311368 }, "sender-location": point("27.3,92.77"), "send-time": datetime("2010-09-12T06:15:28.000"), "send-time-copy": datetime("2010-09-12T06:15:28.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " like t-mobile the customization is amazing:)" }
+{ "tweetid": "6", "tweetid-copy": "6", "user": { "screen-name": "Rollkhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Kirk Hammette ", "followers_count": 3311368 }, "sender-location": point("45.62,84.78"), "send-time": datetime("2012-01-23T06:23:13.000"), "send-time-copy": datetime("2012-01-23T06:23:13.000"), "referred-topics": {{ "iphone", "network" }}, "message-text": " like iphone its network is awesome:)" }
+{ "tweetid": "7", "tweetid-copy": "7", "user": { "screen-name": "andEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland khardstein", "followers_count": 3311368 }, "sender-location": point("44.12,81.46"), "send-time": datetime("2012-02-17T17:30:26.000"), "send-time-copy": datetime("2012-02-17T17:30:26.000"), "referred-topics": {{ "t-mobile", "network" }}, "message-text": " hate t-mobile the network is bad" }
+{ "tweetid": "8", "tweetid-copy": "8", "user": { "screen-name": "Rolltein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Ron Eckhardstein", "followers_count": 3311368 }, "sender-location": point("36.86,90.71"), "send-time": datetime("2009-03-12T13:18:04.000"), "send-time-copy": datetime("2009-03-12T13:18:04.000"), "referred-topics": {{ "at&t", "touch-screen" }}, "message-text": " dislike at&t its touch-screen is OMG" }
+{ "tweetid": "9", "tweetid-copy": "9", "user": { "screen-name": "Roldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckdstein", "followers_count": 3311368 }, "sender-location": point("29.07,97.05"), "send-time": datetime("2012-08-15T20:19:46.000"), "send-time-copy": datetime("2012-08-15T20:19:46.000"), "referred-topics": {{ "verizon", "speed" }}, "message-text": " hate verizon its speed is bad" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-with-filtered-dataset/feed-with-filtered-dataset.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-with-filtered-dataset/feed-with-filtered-dataset.1.adm
index 7a4df99..09abbcc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-with-filtered-dataset/feed-with-filtered-dataset.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/feeds/feed-with-filtered-dataset/feed-with-filtered-dataset.1.adm
@@ -1,7 +1,7 @@
-{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000Z") }
-{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
-{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000Z") }
-{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000Z") }
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000") }
+{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
+{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000") }
+{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/equality-predicate/equality-predicate.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/equality-predicate/equality-predicate.1.adm
index f79ea81..326d8e6 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/equality-predicate/equality-predicate.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/equality-predicate/equality-predicate.1.adm
@@ -1 +1 @@
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-btree/insert-with-secondary-btree.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-btree/insert-with-secondary-btree.1.adm
index ba324ff..bad52d1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-btree/insert-with-secondary-btree.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-btree/insert-with-secondary-btree.1.adm
@@ -1 +1 @@
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-ngram/insert-with-secondary-inverted-ngram.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-ngram/insert-with-secondary-inverted-ngram.1.adm
index b89f147..904fbfd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-ngram/insert-with-secondary-inverted-ngram.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-ngram/insert-with-secondary-inverted-ngram.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-word/insert-with-secondary-inverted-word.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-word/insert-with-secondary-inverted-word.1.adm
index b89f147..904fbfd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-word/insert-with-secondary-inverted-word.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-inverted-word/insert-with-secondary-inverted-word.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-rtree/insert-with-secondary-rtree.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-rtree/insert-with-secondary-rtree.1.adm
index 1c872bf..a4c7d3e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-rtree/insert-with-secondary-rtree.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert-with-secondary-rtree/insert-with-secondary-rtree.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 6, "author-id": 2, "in-response-to": 1, "sender-location": point("31.5,75.56"), "message": " like t-mobile its platform is mind-blowing", "send-time": datetime("2012-06-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 6, "author-id": 2, "in-response-to": 1, "sender-location": point("31.5,75.56"), "message": " like t-mobile its platform is mind-blowing", "send-time": datetime("2012-06-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert/insert.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert/insert.1.adm
index 7a4df99..09abbcc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert/insert.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/insert/insert.1.adm
@@ -1,7 +1,7 @@
-{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000Z") }
-{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
-{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000Z") }
-{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000Z") }
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000") }
+{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
+{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000") }
+{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-btree/load-with-secondary-btree.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-btree/load-with-secondary-btree.1.adm
index ba324ff..bad52d1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-btree/load-with-secondary-btree.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-btree/load-with-secondary-btree.1.adm
@@ -1 +1 @@
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-ngram/load-with-secondary-inverted-ngram.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-ngram/load-with-secondary-inverted-ngram.1.adm
index b89f147..904fbfd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-ngram/load-with-secondary-inverted-ngram.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-ngram/load-with-secondary-inverted-ngram.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-word/load-with-secondary-inverted-word.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-word/load-with-secondary-inverted-word.1.adm
index b89f147..904fbfd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-word/load-with-secondary-inverted-word.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-inverted-word/load-with-secondary-inverted-word.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 5, "author-id": 6, "in-response-to": 2, "sender-location": point("34.7,90.76"), "message": " love sprint the customization is mind-blowing", "send-time": datetime("2012-05-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.1.adm
index 1c872bf..a4c7d3e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.1.adm
@@ -1,3 +1,3 @@
-{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000Z") }
-{ "message-id": 6, "author-id": 2, "in-response-to": 1, "sender-location": point("31.5,75.56"), "message": " like t-mobile its platform is mind-blowing", "send-time": datetime("2012-06-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 1, "author-id": 3, "in-response-to": 2, "sender-location": point("47.16,77.75"), "message": " love sprint its shortcut-menu is awesome:)", "send-time": datetime("2012-01-20T10:10:00.000") }
+{ "message-id": 6, "author-id": 2, "in-response-to": 1, "sender-location": point("31.5,75.56"), "message": " like t-mobile its platform is mind-blowing", "send-time": datetime("2012-06-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.2.adm
index f87754d..8d71652 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load-with-secondary-rtree/load-with-secondary-rtree.2.adm
@@ -1 +1 @@
-{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
\ No newline at end of file
+{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load/load.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load/load.1.adm
index 7a4df99..09abbcc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load/load.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/load/load.1.adm
@@ -1,7 +1,7 @@
-{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000Z") }
-{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
-{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000Z") }
-{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000Z") }
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
+{ "message-id": 11, "author-id": 1, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000") }
+{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
+{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000") }
+{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 3, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/nested-filter-equality-predicate/equality-predicate.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/nested-filter-equality-predicate/equality-predicate.1.adm
index f79ea81..326d8e6 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/nested-filter-equality-predicate/equality-predicate.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/filters/nested-filter-equality-predicate/equality-predicate.1.adm
@@ -1 +1 @@
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/at01/at01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/at01/at01.1.adm
index b4e8ba3..65f3b66 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/at01/at01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/at01/at01.1.adm
@@ -1,10 +1,10 @@
-{ "num": 1, "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000Z") }
-{ "num": 2, "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z") }
-{ "num": 3, "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z") }
-{ "num": 4, "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000Z") }
-{ "num": 5, "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z") }
-{ "num": 6, "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000Z") }
-{ "num": 7, "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000Z") }
-{ "num": 8, "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000Z") }
-{ "num": 9, "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000Z") }
-{ "num": 10, "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000Z") }
+{ "num": 1, "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000") }
+{ "num": 2, "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000") }
+{ "num": 3, "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000") }
+{ "num": 4, "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000") }
+{ "num": 5, "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000") }
+{ "num": 6, "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000") }
+{ "num": 7, "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000") }
+{ "num": 8, "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000") }
+{ "num": 9, "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000") }
+{ "num": 10, "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/query-issue550/query-issue550.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/query-issue550/query-issue550.1.adm
index f068c4d..338a854 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/query-issue550/query-issue550.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/flwor/query-issue550/query-issue550.1.adm
@@ -1,2 +1,2 @@
-{ "u": "1a2b", "recs": [ { "r": 1, "uid": "1a2b", "t": datetime("2000-01-01T01:00:00.000Z"), "event": "e1" }, { "r": 2, "uid": "1a2b", "t": datetime("2000-01-01T01:01:00.000Z"), "event": "e2" }, { "r": 5, "uid": "1a2b", "t": datetime("2000-01-01T01:04:00.000Z"), "event": "e1" }, { "r": 6, "uid": "1a2b", "t": datetime("2000-01-01T01:05:00.000Z"), "event": "e4" } ] }
-{ "u": "3c4d", "recs": [ { "r": 3, "uid": "3c4d", "t": datetime("2000-01-01T01:02:00.000Z"), "event": "e1" }, { "r": 4, "uid": "3c4d", "t": datetime("2000-01-01T01:03:00.000Z"), "event": "e3" } ] }
+{ "u": "1a2b", "recs": [ { "r": 1, "uid": "1a2b", "t": datetime("2000-01-01T01:00:00.000"), "event": "e1" }, { "r": 2, "uid": "1a2b", "t": datetime("2000-01-01T01:01:00.000"), "event": "e2" }, { "r": 5, "uid": "1a2b", "t": datetime("2000-01-01T01:04:00.000"), "event": "e1" }, { "r": 6, "uid": "1a2b", "t": datetime("2000-01-01T01:05:00.000"), "event": "e4" } ] }
+{ "u": "3c4d", "recs": [ { "r": 3, "uid": "3c4d", "t": datetime("2000-01-01T01:02:00.000"), "event": "e1" }, { "r": 4, "uid": "3c4d", "t": datetime("2000-01-01T01:03:00.000"), "event": "e3" } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.adm
new file mode 100644
index 0000000..6785ffe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.10.adm
@@ -0,0 +1 @@
+{ "myMessageId": 2, "myMessageBody": "the smart black dog" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.adm
new file mode 100644
index 0000000..730d14b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.11.adm
@@ -0,0 +1,2 @@
+{ "myMessageId": 1, "myMessageBody": "a smart black dog" }
+{ "myMessageId": 2, "myMessageBody": "the smart black dog" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.adm
new file mode 100644
index 0000000..2c0e461
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.12.adm
@@ -0,0 +1 @@
+{ "myMessageId": 3, "myMessageBody": "xxx cute cat" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.adm
new file mode 100644
index 0000000..4c485dc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.13.adm
@@ -0,0 +1,2 @@
+{ "myMessageId": 3, "myMessageBody": "xxx cute cat" }
+{ "myMessageId": 4, "myMessageBody": "yyy crazy cat" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.adm
new file mode 100644
index 0000000..3ff59f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.15.adm
@@ -0,0 +1 @@
+{ "$1": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.adm
new file mode 100644
index 0000000..522e0ea
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.4.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "MyDataVerse", "FullTextConfigName": "my_first_stopword_config", "Tokenizer": "WORD", "FullTextFilterPipeline": [ "my_first_stopword_filter" ] }
+{ "DataverseName": "MyDataVerse", "FullTextConfigName": "my_second_stopword_config", "Tokenizer": "WORD", "FullTextFilterPipeline": [ "my_second_stopword_filter" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.adm
new file mode 100644
index 0000000..f117d36
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.5.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "MyDataVerse", "FullTextFilterName": "my_first_stopword_filter", "FullTextFilterType": "Stopwords", "StopwordList": [ "a", "an", "the" ] }
+{ "DataverseName": "MyDataVerse", "FullTextFilterName": "my_second_stopword_filter", "FullTextFilterType": "Stopwords", "StopwordList": [ "xxx", "yyy", "zzz" ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.adm
new file mode 100644
index 0000000..ba9055b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.7.adm
@@ -0,0 +1,4 @@
+{ "DataverseName": "MyDataVerse", "DatasetName": "MyMessageDataset", "IndexName": "MyMessageDataset", "IndexStructure": "BTREE", "SearchKey": [ [ "myMessageId" ] ], "IsPrimary": true, "Timestamp": "Sat Nov 14 21:16:57 PST 2020", "PendingOp": 0 }
+{ "DataverseName": "MyDataVerse", "DatasetName": "MyMessageDataset", "IndexName": "message_ft_index_0", "IndexStructure": "SINGLE_PARTITION_WORD_INVIX", "SearchKey": [ [ "myMessageBody" ] ], "IsPrimary": false, "Timestamp": "Sat Nov 14 21:16:59 PST 2020", "PendingOp": 0 }
+{ "DataverseName": "MyDataVerse", "DatasetName": "MyMessageDataset", "IndexName": "message_ft_index_1", "IndexStructure": "SINGLE_PARTITION_WORD_INVIX", "SearchKey": [ [ "myMessageBody" ] ], "IsPrimary": false, "Timestamp": "Sat Nov 14 21:16:59 PST 2020", "PendingOp": 0, "FullTextConfig": "my_first_stopword_config" }
+{ "DataverseName": "MyDataVerse", "DatasetName": "MyMessageDataset", "IndexName": "message_ft_index_2", "IndexStructure": "SINGLE_PARTITION_WORD_INVIX", "SearchKey": [ [ "myMessageBody" ] ], "IsPrimary": false, "Timestamp": "Sat Nov 14 21:16:59 PST 2020", "PendingOp": 0, "FullTextConfig": "my_second_stopword_config" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.adm
new file mode 100644
index 0000000..6785ffe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/fulltext/stopwords-full-text-filter-1/stopwords-full-text-filter-1.9.adm
@@ -0,0 +1 @@
+{ "myMessageId": 2, "myMessageBody": "the smart black dog" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.adm
new file mode 100644
index 0000000..96494f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/group-by/query-ASTERIXDB-3016/query-ASTERIXDB-3016.3.adm
@@ -0,0 +1 @@
+{ "qoh": 402.0, "i_product_name": "ableoughtn st" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/hdfs/parquet/parquet.2.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.1.json
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/hdfs/parquet/parquet.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.03.adm
new file mode 100644
index 0000000..6b56041
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.03.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "x": 1, "y": 2 }
+{ "id": 3, "x": 1, "y": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.04.adm
new file mode 100644
index 0000000..6b56041
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.04.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "x": 1, "y": 2 }
+{ "id": 3, "x": 1, "y": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.05.adm
new file mode 100644
index 0000000..140eea9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.05.adm
@@ -0,0 +1 @@
+{ "id": 1, "x": "1", "y": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.06.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.06.adm
new file mode 100644
index 0000000..38e6954
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.06.adm
@@ -0,0 +1 @@
+{ "id": 1, "x": 1, "y": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.07.adm
new file mode 100644
index 0000000..a975f87
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.07.adm
@@ -0,0 +1,8 @@
+{ "v4x": 1, "v2x": 1 }
+{ "v4x": 1, "v2x": 1 }
+{ "v4x": 1, "v2x": 1 }
+{ "v4x": 1, "v2x": 1 }
+{ "v4x": 2, "v2x": 2 }
+{ "v4x": 2, "v2x": 2 }
+{ "v4x": 2, "v2x": 2 }
+{ "v4x": 2, "v2x": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.08.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.08.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.09.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.09.adm
new file mode 100644
index 0000000..e2015b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.09.adm
@@ -0,0 +1,8 @@
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.10.adm
new file mode 100644
index 0000000..e2015b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.10.adm
@@ -0,0 +1,8 @@
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 1, "v1x": 1 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
+{ "v4x": 2, "v1x": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.11.adm
new file mode 100644
index 0000000..8d727bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.11.adm
@@ -0,0 +1,4 @@
+{ "v4x": 1, "ds2x": 1 }
+{ "v4x": 1, "ds2x": 1 }
+{ "v4x": 2, "ds2x": 2 }
+{ "v4x": 2, "ds2x": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.12.adm
new file mode 100644
index 0000000..107ba48
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.12.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_dt_fmt": datetime("2020-02-20T01:40:41.001") }
+{ "id": 4, "f_dt_fmt": datetime("2019-01-20T14:40:41.001") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.13.adm
new file mode 100644
index 0000000..bac020d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.13.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_d_fmt": date("2020-02-20") }
+{ "id": 4, "f_d_fmt": date("2019-01-20") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.14.adm
new file mode 100644
index 0000000..66960b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.14.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_t_fmt": time("01:40:41.001") }
+{ "id": 4, "f_t_fmt": time("14:40:41.001") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.15.adm
new file mode 100644
index 0000000..efc9e6a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.15.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_dt": datetime("2020-02-20T01:40:41.001") }
+{ "id": 4, "f_dt": datetime("2019-01-20T14:40:41.001") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.16.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.16.adm
new file mode 100644
index 0000000..c0843a1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.16.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_d": date("2020-02-20") }
+{ "id": 4, "f_d": date("2019-01-20") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.17.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.17.adm
new file mode 100644
index 0000000..bae3de6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.17.adm
@@ -0,0 +1,2 @@
+{ "id": 1, "f_t": time("01:40:41.001") }
+{ "id": 4, "f_t": time("14:40:41.001") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.18.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.18.adm
new file mode 100644
index 0000000..448a834
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.18.adm
@@ -0,0 +1,3 @@
+{ "v6f_dt": datetime("2019-01-20T14:40:41.001"), "v5f_dt_fmt": datetime("2019-01-20T14:40:41.001") }
+{ "v6f_dt": datetime("2020-02-20T01:40:41.001"), "v5f_dt_fmt": datetime("2020-02-20T01:40:41.001") }
+{ "v6f_dt": datetime("2021-11-25T22:12:51.999"), "v5f_dt_fmt": datetime("2021-11-25T22:12:51.999") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.19.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.19.adm
new file mode 100644
index 0000000..49938d5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.19.adm
@@ -0,0 +1,2 @@
+{ "id": 2, "s_f2": "2" }
+{ "id": 3, "s_f2": "3.5" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.20.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.20.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.21.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.1.ast
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.21.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.22.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.22.adm
new file mode 100644
index 0000000..78954d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.22.adm
@@ -0,0 +1,2 @@
+{ "id": 2, "s_f2": 2 }
+{ "id": 3, "s_f2": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.23.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.23.adm
new file mode 100644
index 0000000..49938d5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/cast-default-null/cast-default-null.23.adm
@@ -0,0 +1,2 @@
+{ "id": 2, "s_f2": "2" }
+{ "id": 3, "s_f2": "3.5" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection-with-filter/intersection.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection-with-filter/intersection.1.adm
index 44cc08a..5e2e080 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection-with-filter/intersection.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection-with-filter/intersection.1.adm
@@ -1 +1 @@
-{ "tweetid": 9, "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": 9, "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection/intersection.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection/intersection.1.adm
index 44cc08a..5e2e080 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection/intersection.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/index-selection/intersection/intersection.1.adm
@@ -1 +1 @@
-{ "tweetid": 9, "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": 9, "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.3.adm
new file mode 100644
index 0000000..4f947fd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.3.adm
@@ -0,0 +1 @@
+{ "cnt": 10000 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.4.adm
new file mode 100644
index 0000000..d6aa101
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.4.adm
@@ -0,0 +1,25 @@
+{ "x": 0, "y": 1 }
+{ "x": 0, "y": 21 }
+{ "x": 0, "y": 41 }
+{ "x": 0, "y": 61 }
+{ "x": 0, "y": 81 }
+{ "x": 20, "y": 1 }
+{ "x": 20, "y": 21 }
+{ "x": 20, "y": 41 }
+{ "x": 20, "y": 61 }
+{ "x": 20, "y": 81 }
+{ "x": 40, "y": 1 }
+{ "x": 40, "y": 21 }
+{ "x": 40, "y": 41 }
+{ "x": 40, "y": 61 }
+{ "x": 40, "y": 81 }
+{ "x": 60, "y": 1 }
+{ "x": 60, "y": 21 }
+{ "x": 60, "y": 41 }
+{ "x": 60, "y": 61 }
+{ "x": 60, "y": 81 }
+{ "x": 80, "y": 1 }
+{ "x": 80, "y": 21 }
+{ "x": 80, "y": 41 }
+{ "x": 80, "y": 61 }
+{ "x": 80, "y": 81 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.5.adm
new file mode 100644
index 0000000..ffd1e6c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/cross-join-01/cross-join-01.5.adm
@@ -0,0 +1,4 @@
+{ "x": 1, "y": 3 }
+{ "x": 1, "y": 4 }
+{ "x": 2, "y": 3 }
+{ "x": 2, "y": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.1.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.1.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.2.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/join/hash_join_missing/hash_join_missing.2.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.1.adm
new file mode 100644
index 0000000..a59c66d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.1.adm
@@ -0,0 +1 @@
+{ "nullVal": null, "intVal": 1, "stringVal": "stringVal", "doubleVal": 3.75, "objectVal": { "id": 7, "name": "Jerry", "comment": "😢😢💉💉 = 𩸽 😢😢💉💉. Coffee ☕‼️😃. حسنا" }, "arrayVal": [ 1, 2, 3 ], "nullArgVal": null, "unexpectedType": null, "emptyString": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.2.adm
new file mode 100644
index 0000000..533d942
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.2.adm
@@ -0,0 +1,7 @@
+{ "multipleValues": null }
+{ "multipleValues": { "a": 1 } }
+{ "multipleValues": [ 1, 2 ] }
+{ "multipleValues": { "c": "test" } }
+{ "multipleValues": { "a": 3.57 } }
+{ "multipleValues": [ "a", "b" ] }
+{ "multipleValues": { "c": { "d": 1 } } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.3.adm
new file mode 100644
index 0000000..41bc026
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/parse-json-function/parse-json-function.3.adm
@@ -0,0 +1,6 @@
+{ "malformedVal": null }
+{ "malformedVal": [ 1, 2 ] }
+{ "malformedVal": { "c": "test" } }
+{ "malformedVal": null }
+{ "malformedVal": [ "a", "b" ] }
+{ "malformedVal": { "c": { "d": 1 } } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/temporal/temporal.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/temporal/temporal.1.json
index cdfc51d..0fc89b3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/temporal/temporal.1.json
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/json-parser/temporal/temporal.1.json
@@ -1 +1 @@
-{ "datefield": date("-2012-12-12"), "dateFieldPlus": date("0990-01-01"), "timeField": time("23:49:12.390Z"), "timeFieldPlus": time("03:23:12.200Z"), "datetimeField": datetime("2012-12-12T00:00:00.001Z"), "datetimeFieldPlus": datetime("-0013-08-10T22:10:15.398Z") }
\ No newline at end of file
+{ "datefield": date("-2012-12-12"), "dateFieldPlus": date("0990-01-01"), "timeField": time("23:49:12.390"), "timeFieldPlus": time("03:23:12.200"), "datetimeField": datetime("2012-12-12T00:00:00.001"), "datetimeFieldPlus": datetime("-0013-08-10T22:10:15.398") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_05/ordered-list-constructor_05.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_05/ordered-list-constructor_05.1.adm
new file mode 100644
index 0000000..466187e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/list/ordered-list-constructor_05/ordered-list-constructor_05.1.adm
@@ -0,0 +1,2 @@
+{ "r": 1, "a1": [ "foo", "bar", "foobar" ], "a2": [ 1, [ 1 ], null ], "a3": [ [ 2 ], [ 3 ] ], "eq": true }
+{ "r": 2, "a1": [ "foo", "bar", "foobar" ], "a2": [ 2, [ 2 ], null ], "a3": [ [ 2 ], [ 5 ] ], "eq": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_01/csv_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_01/csv_01.1.adm
index b5cba5a..94b5256 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_01/csv_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_01/csv_01.1.adm
@@ -1,8 +1,8 @@
-{ "id": 1, "float": 0.89968276, "double": 5.6256, "date-before": "2013-08-07", "date-after": date("2013-08-07"), "time-before": "07:22:35", "time-after": time("07:22:35.000Z"), "datetime-before": "1979-02-25T23:48:27.034", "datetime-after": datetime("1979-02-25T23:48:27.034Z") }
-{ "id": 2, "float": 0.6690524, "double": null, "date-before": "-1923-03-29", "date-after": date("-1923-03-29"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.002", "datetime-after": datetime("-1979-02-25T23:48:27.002Z") }
-{ "id": 3, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-28", "date-after": date("-1923-03-28"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 4, "float": null, "double": 192674.0, "date-before": "-1923-03-27", "date-after": date("-1923-03-27"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 5, "float": 0.57273304, "double": 192674.0, "date-before": null, "date-after": null, "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 6, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-25", "date-after": date("-1923-03-25"), "time-before": null, "time-after": null, "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 7, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-24", "date-after": date("-1923-03-24"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": null, "datetime-after": null }
+{ "id": 1, "float": 0.89968276, "double": 5.6256, "date-before": "2013-08-07", "date-after": date("2013-08-07"), "time-before": "07:22:35", "time-after": time("07:22:35.000"), "datetime-before": "1979-02-25T23:48:27.034", "datetime-after": datetime("1979-02-25T23:48:27.034") }
+{ "id": 2, "float": 0.6690524, "double": null, "date-before": "-1923-03-29", "date-after": date("-1923-03-29"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.002", "datetime-after": datetime("-1979-02-25T23:48:27.002") }
+{ "id": 3, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-28", "date-after": date("-1923-03-28"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 4, "float": null, "double": 192674.0, "date-before": "-1923-03-27", "date-after": date("-1923-03-27"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 5, "float": 0.57273304, "double": 192674.0, "date-before": null, "date-after": null, "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 6, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-25", "date-after": date("-1923-03-25"), "time-before": null, "time-after": null, "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 7, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-24", "date-after": date("-1923-03-24"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": null, "datetime-after": null }
 { "id": 8, "float": null, "double": null, "date-before": null, "date-after": null, "time-before": null, "time-after": null, "datetime-before": null, "datetime-after": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_08/csv_08.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_08/csv_08.1.adm
index b5cba5a..94b5256 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_08/csv_08.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/load/csv_08/csv_08.1.adm
@@ -1,8 +1,8 @@
-{ "id": 1, "float": 0.89968276, "double": 5.6256, "date-before": "2013-08-07", "date-after": date("2013-08-07"), "time-before": "07:22:35", "time-after": time("07:22:35.000Z"), "datetime-before": "1979-02-25T23:48:27.034", "datetime-after": datetime("1979-02-25T23:48:27.034Z") }
-{ "id": 2, "float": 0.6690524, "double": null, "date-before": "-1923-03-29", "date-after": date("-1923-03-29"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.002", "datetime-after": datetime("-1979-02-25T23:48:27.002Z") }
-{ "id": 3, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-28", "date-after": date("-1923-03-28"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 4, "float": null, "double": 192674.0, "date-before": "-1923-03-27", "date-after": date("-1923-03-27"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 5, "float": 0.57273304, "double": 192674.0, "date-before": null, "date-after": null, "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 6, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-25", "date-after": date("-1923-03-25"), "time-before": null, "time-after": null, "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001Z") }
-{ "id": 7, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-24", "date-after": date("-1923-03-24"), "time-before": "19:33:34", "time-after": time("19:33:34.000Z"), "datetime-before": null, "datetime-after": null }
+{ "id": 1, "float": 0.89968276, "double": 5.6256, "date-before": "2013-08-07", "date-after": date("2013-08-07"), "time-before": "07:22:35", "time-after": time("07:22:35.000"), "datetime-before": "1979-02-25T23:48:27.034", "datetime-after": datetime("1979-02-25T23:48:27.034") }
+{ "id": 2, "float": 0.6690524, "double": null, "date-before": "-1923-03-29", "date-after": date("-1923-03-29"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.002", "datetime-after": datetime("-1979-02-25T23:48:27.002") }
+{ "id": 3, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-28", "date-after": date("-1923-03-28"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 4, "float": null, "double": 192674.0, "date-before": "-1923-03-27", "date-after": date("-1923-03-27"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 5, "float": 0.57273304, "double": 192674.0, "date-before": null, "date-after": null, "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 6, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-25", "date-after": date("-1923-03-25"), "time-before": null, "time-after": null, "datetime-before": "-1979-02-25T23:48:27.001", "datetime-after": datetime("-1979-02-25T23:48:27.001") }
+{ "id": 7, "float": 0.57273304, "double": 192674.0, "date-before": "-1923-03-24", "date-after": date("-1923-03-24"), "time-before": "19:33:34", "time-after": time("19:33:34.000"), "datetime-before": null, "datetime-after": null }
 { "id": 8, "float": null, "double": null, "date-before": null, "date-after": null, "time-before": null, "time-after": null, "datetime-before": null, "datetime-after": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/field_access_union-ASTERIXDB-2288/field_access_union-ASTERIXDB-2288.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/field_access_union-ASTERIXDB-2288/field_access_union-ASTERIXDB-2288.3.adm
index bfbb1bd..79666ef 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/field_access_union-ASTERIXDB-2288/field_access_union-ASTERIXDB-2288.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/field_access_union-ASTERIXDB-2288/field_access_union-ASTERIXDB-2288.3.adm
@@ -1,14 +1,14 @@
-{ "name": "BramHatch", "id": 10, "alias": "Bram", "userSince": datetime("2010-10-16T10:10:00.000Z"), "friendIds": {{ 1, 5, 9 }}, "employment": [ { "organizationName": "physcane", "startDate": date("2007-06-05"), "endDate": date("2011-11-05") } ] }
+{ "name": "BramHatch", "id": 10, "alias": "Bram", "userSince": datetime("2010-10-16T10:10:00.000"), "friendIds": {{ 1, 5, 9 }}, "employment": [ { "organizationName": "physcane", "startDate": date("2007-06-05"), "endDate": date("2011-11-05") } ] }
 { "name": "Chang Ewing", "screenName": "ChangEwing_573", "lang": "en", "friendsCount": 182, "statusesCount": 394, "followersCount": 32136 }
 { "name": "Coline Geyer", "screenName": "ColineGeyer@63", "lang": "en", "friendsCount": 121, "statusesCount": 362, "followersCount": 17159 }
-{ "name": "EmoryUnk", "id": 3, "alias": "Emory", "userSince": datetime("2012-07-10T10:10:00.000Z"), "friendIds": {{ 1, 5, 8, 9 }}, "employment": [ { "organizationName": "geomedia", "startDate": date("2010-06-17"), "endDate": date("2010-01-26") } ] }
-{ "name": "IsbelDull", "id": 2, "alias": "Isbel", "userSince": datetime("2011-01-22T10:10:00.000Z"), "friendIds": {{ 1, 4 }}, "employment": [ { "organizationName": "Hexviafind", "startDate": date("2010-04-27") } ], "nickname": "Izzy" }
-{ "name": "MargaritaStoddard", "id": 1, "alias": "Margarita", "userSince": datetime("2012-08-20T10:10:00.000Z"), "friendIds": {{ 2, 3, 6, 10 }}, "employment": [ { "organizationName": "Codetechno", "startDate": date("2006-08-06") }, { "organizationName": "geomedia", "startDate": date("2010-06-17"), "endDate": date("2010-01-26") } ], "nickname": "Mags", "gender": "F" }
+{ "name": "EmoryUnk", "id": 3, "alias": "Emory", "userSince": datetime("2012-07-10T10:10:00.000"), "friendIds": {{ 1, 5, 8, 9 }}, "employment": [ { "organizationName": "geomedia", "startDate": date("2010-06-17"), "endDate": date("2010-01-26") } ] }
+{ "name": "IsbelDull", "id": 2, "alias": "Isbel", "userSince": datetime("2011-01-22T10:10:00.000"), "friendIds": {{ 1, 4 }}, "employment": [ { "organizationName": "Hexviafind", "startDate": date("2010-04-27") } ], "nickname": "Izzy" }
+{ "name": "MargaritaStoddard", "id": 1, "alias": "Margarita", "userSince": datetime("2012-08-20T10:10:00.000"), "friendIds": {{ 2, 3, 6, 10 }}, "employment": [ { "organizationName": "Codetechno", "startDate": date("2006-08-06") }, { "organizationName": "geomedia", "startDate": date("2010-06-17"), "endDate": date("2010-01-26") } ], "nickname": "Mags", "gender": "F" }
 { "name": "Nathan Giesen", "screenName": "NathanGiesen@211", "lang": "en", "friendsCount": 18, "statusesCount": 473, "followersCount": 49416 }
-{ "name": "NicholasStroh", "id": 4, "alias": "Nicholas", "userSince": datetime("2010-12-27T10:10:00.000Z"), "friendIds": {{ 2 }}, "employment": [ { "organizationName": "Zamcorporation", "startDate": date("2010-06-08") } ] }
+{ "name": "NicholasStroh", "id": 4, "alias": "Nicholas", "userSince": datetime("2010-12-27T10:10:00.000"), "friendIds": {{ 2 }}, "employment": [ { "organizationName": "Zamcorporation", "startDate": date("2010-06-08") } ] }
 { "name": "Nila Milliron", "screenName": "NilaMilliron_tw", "lang": "en", "friendsCount": 445, "statusesCount": 164, "followersCount": 22649 }
-{ "name": "NilaMilliron", "id": 8, "alias": "Nila", "userSince": datetime("2008-01-01T10:10:00.000Z"), "friendIds": {{ 3 }}, "employment": [ { "organizationName": "Plexlane", "startDate": date("2010-02-28") } ] }
-{ "name": "SuzannaTillson", "id": 7, "alias": "Suzanna", "userSince": datetime("2012-08-07T10:10:00.000Z"), "friendIds": {{ 6 }}, "employment": [ { "organizationName": "Labzatron", "startDate": date("2011-04-19") } ] }
-{ "name": "VonKemble", "id": 5, "alias": "Von", "userSince": datetime("2010-01-05T10:10:00.000Z"), "friendIds": {{ 3, 6, 10 }}, "employment": [ { "organizationName": "Kongreen", "startDate": date("2010-11-27") } ] }
-{ "name": "WillisWynne", "id": 6, "alias": "Willis", "userSince": datetime("2005-01-17T10:10:00.000Z"), "friendIds": {{ 1, 3, 7 }}, "employment": [ { "organizationName": "jaydax", "startDate": date("2009-05-15") } ] }
-{ "name": "WoodrowNehling", "id": 9, "alias": "Woodrow", "userSince": datetime("2005-09-20T10:10:00.000Z"), "friendIds": {{ 3, 10 }}, "employment": [ { "organizationName": "Zuncan", "startDate": date("2003-04-22"), "endDate": date("2009-12-13") } ], "nickname": "Woody" }
\ No newline at end of file
+{ "name": "NilaMilliron", "id": 8, "alias": "Nila", "userSince": datetime("2008-01-01T10:10:00.000"), "friendIds": {{ 3 }}, "employment": [ { "organizationName": "Plexlane", "startDate": date("2010-02-28") } ] }
+{ "name": "SuzannaTillson", "id": 7, "alias": "Suzanna", "userSince": datetime("2012-08-07T10:10:00.000"), "friendIds": {{ 6 }}, "employment": [ { "organizationName": "Labzatron", "startDate": date("2011-04-19") } ] }
+{ "name": "VonKemble", "id": 5, "alias": "Von", "userSince": datetime("2010-01-05T10:10:00.000"), "friendIds": {{ 3, 6, 10 }}, "employment": [ { "organizationName": "Kongreen", "startDate": date("2010-11-27") } ] }
+{ "name": "WillisWynne", "id": 6, "alias": "Willis", "userSince": datetime("2005-01-17T10:10:00.000"), "friendIds": {{ 1, 3, 7 }}, "employment": [ { "organizationName": "jaydax", "startDate": date("2009-05-15") } ] }
+{ "name": "WoodrowNehling", "id": 9, "alias": "Woodrow", "userSince": datetime("2005-09-20T10:10:00.000"), "friendIds": {{ 3, 10 }}, "employment": [ { "organizationName": "Zuncan", "startDate": date("2003-04-22"), "endDate": date("2009-12-13") } ], "nickname": "Woody" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/flushtest/flushtest.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/flushtest/flushtest.1.adm
index 23372b5..efaeb60 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/flushtest/flushtest.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/flushtest/flushtest.1.adm
@@ -1,1000 +1,1000 @@
-{ "id": 9005038, "id-copy": 9005038, "alias": "Anabel", "name": "AnabelWheeler", "user-since": datetime("2006-12-12T13:40:23.000Z"), "user-since-copy": datetime("2006-12-12T13:40:23.000Z"), "friend-ids": {{ 18713256, 35193719, 42245821, 37249622, 12210708, 15557948, 467039, 43997520, 45171035, 43682410, 47884198, 43102086, 39620955, 36438278, 42976932, 11158113, 21543594, 9861181, 36944403, 47928849, 29593861, 37897057, 42360015, 27956902 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2000-03-21") } ] }
-{ "id": 9008185, "id-copy": 9008185, "alias": "Francene", "name": "FranceneZoucks", "user-since": datetime("2009-10-18T08:37:00.000Z"), "user-since-copy": datetime("2009-10-18T08:37:00.000Z"), "friend-ids": {{ 47321113, 34578577, 25011033, 19259482, 6221464, 4912987, 20361608, 27957639, 33209653, 46928253, 37111867, 11534180, 31643335, 39967918, 8490889, 23713207, 28827713, 22143989, 21710696, 3545622, 13887489, 41557233, 26554092 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2004-02-01"), "end-date": date("2011-10-10") } ] }
-{ "id": 9012382, "id-copy": 9012382, "alias": "Laureen", "name": "LaureenOneal", "user-since": datetime("2009-12-10T22:17:58.000Z"), "user-since-copy": datetime("2009-12-10T22:17:58.000Z"), "friend-ids": {{ 25012654, 4572832, 38401260, 3015853, 42975956, 16328675, 39626774, 26936410, 15112607, 3302431 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2007-11-10") } ] }
-{ "id": 9012778, "id-copy": 9012778, "alias": "Godfrey", "name": "GodfreyBraun", "user-since": datetime("2010-03-18T19:15:53.000Z"), "user-since-copy": datetime("2010-03-18T19:15:53.000Z"), "friend-ids": {{ 3867712, 22078166 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2005-10-02") } ] }
-{ "id": 9042022, "id-copy": 9042022, "alias": "Fran", "name": "FranIronmonger", "user-since": datetime("2006-05-22T03:51:10.000Z"), "user-since-copy": datetime("2006-05-22T03:51:10.000Z"), "friend-ids": {{ 38546356, 31805246 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2002-06-06") } ] }
-{ "id": 9102208, "id-copy": 9102208, "alias": "Lottie", "name": "LottieReddish", "user-since": datetime("2007-05-22T00:42:45.000Z"), "user-since-copy": datetime("2007-05-22T00:42:45.000Z"), "friend-ids": {{ 45227463, 22488433, 39033954, 40377121, 17357169, 8890953, 1623690, 11657739, 489001, 26227491, 29459012, 39985553, 3584598, 6381312, 22457740, 43317482, 40035088, 29397671, 18293877, 6788834, 44860241 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2009-04-08") } ] }
-{ "id": 9129220, "id-copy": 9129220, "alias": "Lessie", "name": "LessieGoodman", "user-since": datetime("2008-09-01T06:07:35.000Z"), "user-since-copy": datetime("2008-09-01T06:07:35.000Z"), "friend-ids": {{ 16418186, 35990435, 22056439, 36479650, 36405609, 12039460, 33551878, 10736746, 41967761, 20046069, 8949956, 26571267 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2004-10-23"), "end-date": date("2011-05-08") } ] }
-{ "id": 9142198, "id-copy": 9142198, "alias": "Sherry", "name": "SherryFea", "user-since": datetime("2011-03-28T23:09:22.000Z"), "user-since-copy": datetime("2011-03-28T23:09:22.000Z"), "friend-ids": {{ 6835080, 34471872, 30942941, 34858577, 5996593, 47293442, 43097072, 44809621, 33969893, 26410931, 6628186, 29944391, 35957320, 20326929, 40284077, 11681583, 43878314, 40265961, 16871274, 28406169, 1349311 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2004-07-28") } ] }
-{ "id": 9185848, "id-copy": 9185848, "alias": "Brendon", "name": "BrendonJelliman", "user-since": datetime("2008-10-13T17:36:00.000Z"), "user-since-copy": datetime("2008-10-13T17:36:00.000Z"), "friend-ids": {{ 12675636, 6787931, 19218962, 12655930 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2008-06-09"), "end-date": date("2009-10-16") } ] }
-{ "id": 9199078, "id-copy": 9199078, "alias": "Erwin", "name": "ErwinErrett", "user-since": datetime("2011-04-20T12:44:31.000Z"), "user-since-copy": datetime("2011-04-20T12:44:31.000Z"), "friend-ids": {{ 31928109, 8101864, 44247743, 21370948 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2000-03-06") } ] }
-{ "id": 9207832, "id-copy": 9207832, "alias": "Tammy", "name": "TammyHozier", "user-since": datetime("2005-08-24T14:34:19.000Z"), "user-since-copy": datetime("2005-08-24T14:34:19.000Z"), "friend-ids": {{ 26919119, 35729176, 28949827 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2006-09-14") } ] }
-{ "id": 9211711, "id-copy": 9211711, "alias": "Seraphina", "name": "SeraphinaFlanders", "user-since": datetime("2009-05-19T18:39:15.000Z"), "user-since-copy": datetime("2009-05-19T18:39:15.000Z"), "friend-ids": {{ 34432294, 10796959, 46386746, 32318131, 10393677, 12832313, 34490791, 6187782, 46595448, 30591963, 35530646, 22485004, 18950892, 19762388, 19181134, 13928403, 22513246, 24969298 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2008-05-14"), "end-date": date("2009-06-17") } ] }
-{ "id": 9212815, "id-copy": 9212815, "alias": "Erica", "name": "EricaBraun", "user-since": datetime("2009-01-11T07:32:03.000Z"), "user-since-copy": datetime("2009-01-11T07:32:03.000Z"), "friend-ids": {{ 1314906, 6581233, 35117578, 11133528, 19606776, 37833518, 40040803, 44107209, 38804989, 35779440, 41138709 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2008-04-03") } ] }
-{ "id": 9243769, "id-copy": 9243769, "alias": "Florentino", "name": "FlorentinoRiggle", "user-since": datetime("2012-04-04T17:10:31.000Z"), "user-since-copy": datetime("2012-04-04T17:10:31.000Z"), "friend-ids": {{ 41929020, 22354873 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2007-07-23") } ] }
-{ "id": 9265747, "id-copy": 9265747, "alias": "Nicolas", "name": "NicolasPirl", "user-since": datetime("2011-11-07T13:52:49.000Z"), "user-since-copy": datetime("2011-11-07T13:52:49.000Z"), "friend-ids": {{ 5832017, 30839617, 27328653, 9766355, 35973149, 21029594, 18840511, 43035135, 44902336, 11576374, 21756219, 23374243, 42201568, 12860309 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2003-11-10"), "end-date": date("2010-03-27") } ] }
-{ "id": 9311659, "id-copy": 9311659, "alias": "Kate", "name": "KateBender", "user-since": datetime("2007-06-10T05:55:50.000Z"), "user-since-copy": datetime("2007-06-10T05:55:50.000Z"), "friend-ids": {{ 27875958, 10379355, 4286877, 26410945, 10609943, 15960135 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-01-04") } ] }
-{ "id": 9318094, "id-copy": 9318094, "alias": "Carlo", "name": "CarloKelley", "user-since": datetime("2012-07-19T09:18:41.000Z"), "user-since-copy": datetime("2012-07-19T09:18:41.000Z"), "friend-ids": {{ 39873731, 29304807, 519851, 16423529, 10838418, 9915172, 3040071, 39730361, 23320290, 20572900, 7293676, 35037765, 1744053, 38875858 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2008-08-15") } ] }
-{ "id": 9326218, "id-copy": 9326218, "alias": "Lindsay", "name": "LindsayPaynter", "user-since": datetime("2011-08-27T00:03:13.000Z"), "user-since-copy": datetime("2011-08-27T00:03:13.000Z"), "friend-ids": {{ 3006430, 25941368, 46866627, 21404266, 35141764, 14931901 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-04-06"), "end-date": date("2008-03-02") } ] }
-{ "id": 9343705, "id-copy": 9343705, "alias": "Ramsey", "name": "RamseyWarner", "user-since": datetime("2006-04-24T09:52:39.000Z"), "user-since-copy": datetime("2006-04-24T09:52:39.000Z"), "friend-ids": {{ 36909861, 36881715, 40993685, 18669519, 42428458, 2780280, 6070725, 10466662, 26215221, 16329040, 38464211, 14024902, 8083000, 27857433, 14282674, 1976238, 6345526, 35452338, 21503723, 34910137, 26860195, 426384, 27759959 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2003-10-28") } ] }
-{ "id": 9379330, "id-copy": 9379330, "alias": "Esther", "name": "EstherReichard", "user-since": datetime("2006-09-23T09:53:43.000Z"), "user-since-copy": datetime("2006-09-23T09:53:43.000Z"), "friend-ids": {{ 29035495, 33601969, 32342695, 28995226, 34638799, 38330225, 38512256 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2006-05-27") } ] }
-{ "id": 9379975, "id-copy": 9379975, "alias": "Kyra", "name": "KyraLangston", "user-since": datetime("2012-01-18T06:06:56.000Z"), "user-since-copy": datetime("2012-01-18T06:06:56.000Z"), "friend-ids": {{ 46662872, 1388016, 21715152, 3266023, 18080709, 25857347, 29710885, 22300787, 25086634, 25220921, 17189604, 21754574, 27820275, 7441940, 10911235, 46304871, 6518794 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2008-04-03"), "end-date": date("2008-04-07") } ] }
-{ "id": 9417499, "id-copy": 9417499, "alias": "Wendell", "name": "WendellJoyce", "user-since": datetime("2011-07-25T14:30:30.000Z"), "user-since-copy": datetime("2011-07-25T14:30:30.000Z"), "friend-ids": {{ 10079972, 29246113, 40533159, 31279768, 31969044, 46120195, 35004468, 24465042, 2702879, 44166678, 20176481, 32056309, 38254930, 20950061, 4687108 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2006-03-18") } ] }
-{ "id": 9430849, "id-copy": 9430849, "alias": "Emil", "name": "EmilGarland", "user-since": datetime("2008-07-03T15:56:07.000Z"), "user-since-copy": datetime("2008-07-03T15:56:07.000Z"), "friend-ids": {{ 40429008, 45432330, 22293451, 2129366, 19514477, 20108162, 28656704, 35403173, 33855801, 14660181 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2010-02-10") } ] }
-{ "id": 9442978, "id-copy": 9442978, "alias": "Osborne", "name": "OsborneHiles", "user-since": datetime("2012-07-28T10:59:39.000Z"), "user-since-copy": datetime("2012-07-28T10:59:39.000Z"), "friend-ids": {{ 40833026, 39533118, 6206868, 27383373, 3010465, 14776443, 43239645, 21956253, 4112089, 27667721, 34336067, 38377619, 32701403, 20907262, 32732275, 30488150, 12349697, 47468946, 20956164, 16141416 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2011-08-21") } ] }
-{ "id": 9461098, "id-copy": 9461098, "alias": "Teodoro", "name": "TeodoroBullard", "user-since": datetime("2010-07-24T07:40:44.000Z"), "user-since-copy": datetime("2010-07-24T07:40:44.000Z"), "friend-ids": {{ 8278091, 1756629, 9893864, 11184021, 2292251, 20614604, 48014557, 23491569, 11328678, 11572435, 45790306, 44930978, 34910222, 16655255, 29338869, 27169036, 19669405, 20512510, 33598988, 38104427 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2003-01-17"), "end-date": date("2007-05-28") } ] }
-{ "id": 9471385, "id-copy": 9471385, "alias": "Weldon", "name": "WeldonMaclagan", "user-since": datetime("2010-01-24T22:21:59.000Z"), "user-since-copy": datetime("2010-01-24T22:21:59.000Z"), "friend-ids": {{ 42864267, 16710494, 27436346, 7324905, 3901396, 11812437, 31490561, 3906397 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2002-09-07"), "end-date": date("2006-07-08") } ] }
-{ "id": 9477040, "id-copy": 9477040, "alias": "Chery", "name": "CheryWatson", "user-since": datetime("2012-05-02T14:27:00.000Z"), "user-since-copy": datetime("2012-05-02T14:27:00.000Z"), "friend-ids": {{ 36360097, 36835617, 25761112, 30806900, 22340413, 16802957 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2008-12-26"), "end-date": date("2009-03-17") } ] }
-{ "id": 9477994, "id-copy": 9477994, "alias": "Cory", "name": "CoryKeener", "user-since": datetime("2012-02-27T22:03:31.000Z"), "user-since-copy": datetime("2012-02-27T22:03:31.000Z"), "friend-ids": {{ 22204843, 35394804, 22795967, 16575437, 31764908, 27359073, 50023, 26383393, 36534917, 23478654, 31022293, 43803666, 24764841, 19469389, 6401330, 10543085, 5159571 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2012-02-09"), "end-date": date("2012-02-19") } ] }
-{ "id": 9481756, "id-copy": 9481756, "alias": "Esmaralda", "name": "EsmaraldaAgg", "user-since": datetime("2012-06-26T19:57:38.000Z"), "user-since-copy": datetime("2012-06-26T19:57:38.000Z"), "friend-ids": {{ 40976868 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2008-11-26"), "end-date": date("2008-01-13") } ] }
-{ "id": 9490342, "id-copy": 9490342, "alias": "Gisela", "name": "GiselaTomlinson", "user-since": datetime("2011-10-21T20:36:09.000Z"), "user-since-copy": datetime("2011-10-21T20:36:09.000Z"), "friend-ids": {{ 27609144, 42495049, 21250269, 22561106, 29149509, 16776721, 16980559, 19600765 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2003-02-23") } ] }
-{ "id": 9512971, "id-copy": 9512971, "alias": "Algar", "name": "AlgarKepplinger", "user-since": datetime("2011-10-11T02:54:01.000Z"), "user-since-copy": datetime("2011-10-11T02:54:01.000Z"), "friend-ids": {{ 1076656, 1837449, 43428033, 21710004, 41167492, 17526252 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2003-04-26"), "end-date": date("2006-02-24") } ] }
-{ "id": 9516652, "id-copy": 9516652, "alias": "Emmanuel", "name": "EmmanuelStrickland", "user-since": datetime("2006-01-14T03:08:13.000Z"), "user-since-copy": datetime("2006-01-14T03:08:13.000Z"), "friend-ids": {{ 21213113, 8011145, 9382308, 14949454, 114459, 30046906, 40091327, 22275481, 14642211, 5602065, 15265189, 22736575, 12746303, 46033445, 17273286, 39395247, 6653955, 14664612, 35055957 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-10-15") } ] }
-{ "id": 9525361, "id-copy": 9525361, "alias": "Leonardo", "name": "LeonardoSurrency", "user-since": datetime("2008-12-21T10:09:26.000Z"), "user-since-copy": datetime("2008-12-21T10:09:26.000Z"), "friend-ids": {{ 12471014, 47714763, 18071069, 32545366, 46041462, 35261185, 20826834, 29002678, 47207065, 7370034, 38283272, 47090645, 33425043, 16014552, 15633873, 24101778, 26168621, 21955493, 17856723, 18158610 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2011-12-06"), "end-date": date("2011-04-04") } ] }
-{ "id": 9532474, "id-copy": 9532474, "alias": "Chester", "name": "ChesterAshmore", "user-since": datetime("2012-02-03T20:36:34.000Z"), "user-since-copy": datetime("2012-02-03T20:36:34.000Z"), "friend-ids": {{ 11340481, 15957237, 47048138, 41603112, 6953329, 6926093, 20866295, 329274, 16187993, 13406075, 34601684, 46151089, 26165473, 2882718, 20731108 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2009-03-14") } ] }
-{ "id": 9546133, "id-copy": 9546133, "alias": "Renae", "name": "RenaeWhitehead", "user-since": datetime("2012-04-21T14:38:30.000Z"), "user-since-copy": datetime("2012-04-21T14:38:30.000Z"), "friend-ids": {{ 31261211, 19892104, 35568606, 12050300, 42512152, 37032282, 27185051 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2012-02-20"), "end-date": date("2012-07-04") } ] }
-{ "id": 9552016, "id-copy": 9552016, "alias": "Shantelle", "name": "ShantelleDealtry", "user-since": datetime("2006-05-03T06:49:13.000Z"), "user-since-copy": datetime("2006-05-03T06:49:13.000Z"), "friend-ids": {{ 35758396, 16562240, 23596680, 16342769, 19892813, 46485447, 25711418, 23765073, 11303996, 36451291, 17586370, 38010455, 29457199, 25847013, 12604123, 46533018, 26999208, 24740610, 35225441, 33613663 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2003-08-07"), "end-date": date("2003-07-17") } ] }
-{ "id": 9560251, "id-copy": 9560251, "alias": "Nivek", "name": "NivekJowers", "user-since": datetime("2007-02-04T08:02:07.000Z"), "user-since-copy": datetime("2007-02-04T08:02:07.000Z"), "friend-ids": {{ 15730417, 36745553, 26133088, 38675683, 14617495, 39244216, 4651791, 639869, 8377526, 15158817, 13368295, 15386494, 5649384, 8449938, 34497809, 6644713, 45481442, 27678941, 14214532, 5753112, 9991855, 25975202, 9530884, 19069924 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2003-08-15") } ] }
-{ "id": 9562348, "id-copy": 9562348, "alias": "Jefferson", "name": "JeffersonKeister", "user-since": datetime("2005-06-11T01:42:58.000Z"), "user-since-copy": datetime("2005-06-11T01:42:58.000Z"), "friend-ids": {{ 43801762 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2005-07-26"), "end-date": date("2011-12-02") } ] }
-{ "id": 9577729, "id-copy": 9577729, "alias": "Jann", "name": "JannPorter", "user-since": datetime("2006-05-03T08:57:08.000Z"), "user-since-copy": datetime("2006-05-03T08:57:08.000Z"), "friend-ids": {{ 7711959, 4131696, 10146353, 46418552, 37999454, 38333059, 16381326, 45028736, 16829150 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2006-10-19") } ] }
-{ "id": 9591646, "id-copy": 9591646, "alias": "Hoyt", "name": "HoytGilman", "user-since": datetime("2011-05-13T07:22:20.000Z"), "user-since-copy": datetime("2011-05-13T07:22:20.000Z"), "friend-ids": {{ 11207445 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2004-04-27") } ] }
-{ "id": 9595279, "id-copy": 9595279, "alias": "Emmaline", "name": "EmmalineSchuth", "user-since": datetime("2008-09-12T22:25:17.000Z"), "user-since-copy": datetime("2008-09-12T22:25:17.000Z"), "friend-ids": {{ 26784778, 6200196, 37440596, 12250319, 21921557, 19278082, 583040, 12012653, 21578028, 16395818, 29088493, 29578064, 37745574, 41998781, 22594273, 38002130, 2166585, 7823908, 18253304, 6162341, 40270219, 41832701, 36455204 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2009-02-13") } ] }
-{ "id": 9606691, "id-copy": 9606691, "alias": "Reva", "name": "RevaChristman", "user-since": datetime("2010-03-04T11:53:00.000Z"), "user-since-copy": datetime("2010-03-04T11:53:00.000Z"), "friend-ids": {{ 21390421 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2010-12-13") } ] }
-{ "id": 9621157, "id-copy": 9621157, "alias": "Trixie", "name": "TrixieFair", "user-since": datetime("2010-12-25T23:36:49.000Z"), "user-since-copy": datetime("2010-12-25T23:36:49.000Z"), "friend-ids": {{ 17519006, 17545060, 27836293, 11477603, 37895380, 23251592, 12010503, 25406806 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2003-09-23") } ] }
-{ "id": 9629395, "id-copy": 9629395, "alias": "Julius", "name": "JuliusWire", "user-since": datetime("2008-03-22T13:36:24.000Z"), "user-since-copy": datetime("2008-03-22T13:36:24.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2006-11-19") } ] }
-{ "id": 9634393, "id-copy": 9634393, "alias": "Burt", "name": "BurtPearson", "user-since": datetime("2007-11-01T14:25:29.000Z"), "user-since-copy": datetime("2007-11-01T14:25:29.000Z"), "friend-ids": {{ 26065414, 8710639, 22639162, 23787625, 24443211, 42598742, 45171006, 38246985, 25125478, 23071168, 22455706, 24720860, 34917747, 24262081, 2259812, 14262605, 37533604 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-05-07") } ] }
-{ "id": 9640915, "id-copy": 9640915, "alias": "Harrison", "name": "HarrisonHildyard", "user-since": datetime("2009-05-25T11:56:05.000Z"), "user-since-copy": datetime("2009-05-25T11:56:05.000Z"), "friend-ids": {{ 41488832, 16139664, 18327029, 38811764, 38271538, 13106137, 26450611, 11574808, 33108523, 31639017, 9208159, 18456510, 47955463, 2606160, 29293146, 13981743, 39967993, 23629640, 32666499, 35046044, 2402842, 1117025, 17741007, 14997808 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2010-03-06") } ] }
-{ "id": 9643768, "id-copy": 9643768, "alias": "Gil", "name": "GilVeith", "user-since": datetime("2006-04-26T11:42:30.000Z"), "user-since-copy": datetime("2006-04-26T11:42:30.000Z"), "friend-ids": {{ 22270431, 9614818, 9080111, 6500797, 37876717, 28122656, 13971193, 20936637, 19883735, 37455193, 32129291, 40710966, 17779823, 41523128, 41276564, 34424817, 19326867, 26058281 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2002-02-04") } ] }
-{ "id": 9669178, "id-copy": 9669178, "alias": "Gerard", "name": "GerardBeck", "user-since": datetime("2011-04-24T15:49:24.000Z"), "user-since-copy": datetime("2011-04-24T15:49:24.000Z"), "friend-ids": {{ 30087138, 44736614, 1531569 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2003-09-25"), "end-date": date("2005-06-28") } ] }
-{ "id": 9680644, "id-copy": 9680644, "alias": "Mirtha", "name": "MirthaRahl", "user-since": datetime("2008-02-09T04:05:03.000Z"), "user-since-copy": datetime("2008-02-09T04:05:03.000Z"), "friend-ids": {{ 25328638, 9009324, 16627989, 46602908, 32685062, 10538437, 22403363, 4205292, 27910567, 28430833, 8519372, 39774027, 12120028, 1211979 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2006-12-19") } ] }
-{ "id": 9683656, "id-copy": 9683656, "alias": "Antone", "name": "AntoneMays", "user-since": datetime("2006-07-24T22:48:29.000Z"), "user-since-copy": datetime("2006-07-24T22:48:29.000Z"), "friend-ids": {{ 11275116, 40325672, 41154035, 8987353, 31187312, 11505721, 11584703, 42743337, 23225356, 8653923 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2011-06-12") } ] }
-{ "id": 9695773, "id-copy": 9695773, "alias": "Daron", "name": "DaronFiddler", "user-since": datetime("2006-12-25T17:08:50.000Z"), "user-since-copy": datetime("2006-12-25T17:08:50.000Z"), "friend-ids": {{ 14397778, 33469556, 41690231, 7827360, 42196316 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2007-12-24") } ] }
-{ "id": 9707074, "id-copy": 9707074, "alias": "Melvyn", "name": "MelvynSybilla", "user-since": datetime("2012-06-07T16:06:49.000Z"), "user-since-copy": datetime("2012-06-07T16:06:49.000Z"), "friend-ids": {{ 4487400, 488933, 15650706, 44692005, 25068052, 16975927 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2010-12-13") } ] }
-{ "id": 9740008, "id-copy": 9740008, "alias": "Woodrow", "name": "WoodrowBlois", "user-since": datetime("2011-12-18T11:34:56.000Z"), "user-since-copy": datetime("2011-12-18T11:34:56.000Z"), "friend-ids": {{ 1753941, 17603348, 44569557, 6816408, 17403631, 29707555, 21215516, 9837919, 35887854, 35236051, 7897485, 9880491, 16145458, 33128036, 41471362, 44171952, 23542112, 36155237, 2596261, 36702766 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2007-08-02") } ] }
-{ "id": 9747652, "id-copy": 9747652, "alias": "Graham", "name": "GrahamGarratt", "user-since": datetime("2006-04-16T19:35:33.000Z"), "user-since-copy": datetime("2006-04-16T19:35:33.000Z"), "friend-ids": {{ 9995821, 7082678, 29813051, 33625501, 32785793, 23170533, 26581328, 35564866, 9147486, 17626916, 12721534, 22070579, 25749282, 27771492, 35217137, 6426437, 4217778, 6819045, 6410966, 43080321, 32112201, 20323505 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2005-09-26") } ] }
-{ "id": 9761152, "id-copy": 9761152, "alias": "Royle", "name": "RoyleStewart", "user-since": datetime("2010-05-15T17:14:18.000Z"), "user-since-copy": datetime("2010-05-15T17:14:18.000Z"), "friend-ids": {{ 21868661, 15545005, 11285872, 45768523, 12486235 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2002-11-20") } ] }
-{ "id": 9779623, "id-copy": 9779623, "alias": "Alberto", "name": "AlbertoCraig", "user-since": datetime("2009-11-25T14:48:04.000Z"), "user-since-copy": datetime("2009-11-25T14:48:04.000Z"), "friend-ids": {{ 6737836, 26882597, 30254391, 4861442, 18105612 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2012-01-25") } ] }
-{ "id": 9799264, "id-copy": 9799264, "alias": "Bradley", "name": "BradleyTodd", "user-since": datetime("2011-05-18T23:42:33.000Z"), "user-since-copy": datetime("2011-05-18T23:42:33.000Z"), "friend-ids": {{ 8836368, 35488923, 26777243, 46550104, 9866525, 965209 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2007-12-22") } ] }
-{ "id": 9799591, "id-copy": 9799591, "alias": "Royston", "name": "RoystonChurchill", "user-since": datetime("2011-01-21T13:57:31.000Z"), "user-since-copy": datetime("2011-01-21T13:57:31.000Z"), "friend-ids": {{ 22757950, 4629721, 19522595, 27737642, 39393176, 9321441, 13496995, 43301849, 3869585, 34993450, 24876688 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2000-07-15") } ] }
-{ "id": 9804973, "id-copy": 9804973, "alias": "Harriette", "name": "HarrietteHoopengarner", "user-since": datetime("2011-08-14T20:51:52.000Z"), "user-since-copy": datetime("2011-08-14T20:51:52.000Z"), "friend-ids": {{ 18754696, 27799194, 36904141, 29647419, 8521621, 35146470, 45194388, 43397176, 12596887, 33315, 39826335, 31228413, 123596, 35927645, 11445687, 33208186, 21941268 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2003-03-24") } ] }
-{ "id": 9819796, "id-copy": 9819796, "alias": "Emerson", "name": "EmersonWardle", "user-since": datetime("2006-08-20T20:22:11.000Z"), "user-since-copy": datetime("2006-08-20T20:22:11.000Z"), "friend-ids": {{ 5697147, 42936553, 12624322, 45309083, 10785774, 4176618 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-05-16") } ] }
-{ "id": 9820681, "id-copy": 9820681, "alias": "Caitlin", "name": "CaitlinWolfe", "user-since": datetime("2012-05-23T07:59:39.000Z"), "user-since-copy": datetime("2012-05-23T07:59:39.000Z"), "friend-ids": {{ 22005473, 7664709, 22913945, 16078115, 11724028, 45958589, 33357270, 6935384, 2696233, 28938665, 37992833, 11929142, 16203505, 20365802 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2010-06-18") } ] }
-{ "id": 9826402, "id-copy": 9826402, "alias": "Rachyl", "name": "RachylRumbaugh", "user-since": datetime("2006-01-05T03:38:59.000Z"), "user-since-copy": datetime("2006-01-05T03:38:59.000Z"), "friend-ids": {{ 11891915, 15900581, 38420311, 21084667, 24569500, 9181299, 32167823, 9967774, 18138704, 10742133, 29173609, 1113683, 21048344, 33794587, 42308958, 9303744 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2005-04-24"), "end-date": date("2008-08-17") } ] }
-{ "id": 9829834, "id-copy": 9829834, "alias": "Darryl", "name": "DarrylSullivan", "user-since": datetime("2011-07-24T00:12:33.000Z"), "user-since-copy": datetime("2011-07-24T00:12:33.000Z"), "friend-ids": {{ 8297654, 6071837, 27236382, 4657522, 9035310, 40427605, 2360931, 19796421, 7301200, 1264845, 12653555, 27518516 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2005-01-18"), "end-date": date("2010-05-20") } ] }
-{ "id": 9840013, "id-copy": 9840013, "alias": "Inger", "name": "IngerRuhl", "user-since": datetime("2009-05-27T20:14:42.000Z"), "user-since-copy": datetime("2009-05-27T20:14:42.000Z"), "friend-ids": {{ 36044692 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2010-09-15") } ] }
-{ "id": 9845113, "id-copy": 9845113, "alias": "Chia", "name": "ChiaGeddinge", "user-since": datetime("2008-12-12T16:50:57.000Z"), "user-since-copy": datetime("2008-12-12T16:50:57.000Z"), "friend-ids": {{ 16725476, 120161, 762756, 40795640, 34195102, 27938737 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2001-01-03"), "end-date": date("2001-11-03") } ] }
-{ "id": 9859726, "id-copy": 9859726, "alias": "Taryn", "name": "TarynGisiko", "user-since": datetime("2010-12-28T21:42:56.000Z"), "user-since-copy": datetime("2010-12-28T21:42:56.000Z"), "friend-ids": {{ 45036313, 47860435, 40658528, 4106429, 25411752, 7216290, 20549107, 28317961, 43600081, 6359672, 36131464, 19078372, 4379305, 884797, 11605059, 6467240, 23316141 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2007-06-26"), "end-date": date("2010-08-04") } ] }
-{ "id": 9872791, "id-copy": 9872791, "alias": "Yasmine", "name": "YasmineCanham", "user-since": datetime("2005-06-08T14:45:42.000Z"), "user-since-copy": datetime("2005-06-08T14:45:42.000Z"), "friend-ids": {{ 7340569, 16137560, 43341029, 31700386, 24881875, 17852264, 42730676, 32655012 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2004-05-09"), "end-date": date("2011-02-28") } ] }
-{ "id": 9877837, "id-copy": 9877837, "alias": "Marilee", "name": "MarileeDowning", "user-since": datetime("2007-09-06T15:02:25.000Z"), "user-since-copy": datetime("2007-09-06T15:02:25.000Z"), "friend-ids": {{ 3032720, 7000379, 16658012, 33487490, 624779, 13480315, 8308906, 6949934, 9472007, 36568244, 41737195, 1310478, 42870077, 46663613 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2005-10-09") } ] }
-{ "id": 9919033, "id-copy": 9919033, "alias": "Bailey", "name": "BaileyHay", "user-since": datetime("2005-01-06T07:43:18.000Z"), "user-since-copy": datetime("2005-01-06T07:43:18.000Z"), "friend-ids": {{ 28198532 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2009-02-08"), "end-date": date("2010-06-08") } ] }
-{ "id": 9922381, "id-copy": 9922381, "alias": "Cecilia", "name": "CeciliaOsteen", "user-since": datetime("2009-06-03T03:58:36.000Z"), "user-since-copy": datetime("2009-06-03T03:58:36.000Z"), "friend-ids": {{ 22246989, 9095240, 8953245, 16326669, 38845534, 13608449, 35076758, 42004583 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2010-08-02") } ] }
-{ "id": 9929866, "id-copy": 9929866, "alias": "Emilie", "name": "EmilieJohns", "user-since": datetime("2009-10-01T00:51:03.000Z"), "user-since-copy": datetime("2009-10-01T00:51:03.000Z"), "friend-ids": {{ 45496950, 38109555, 46259676, 14141368, 31720484, 35564907, 23226721, 36026226, 34003258, 47176035, 46593035, 5050811, 27858647, 3784968 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2012-08-10"), "end-date": date("2012-08-24") } ] }
-{ "id": 9931588, "id-copy": 9931588, "alias": "Sheri", "name": "SheriHindman", "user-since": datetime("2011-02-19T03:55:37.000Z"), "user-since-copy": datetime("2011-02-19T03:55:37.000Z"), "friend-ids": {{ 10993709, 28005344, 31884585, 1581885, 46332238, 47401902, 38814902, 39736365, 24318394, 15329318, 35794552, 14913021, 8723328, 28102869, 27218765, 21310255 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2011-08-17"), "end-date": date("2011-12-15") } ] }
-{ "id": 9937957, "id-copy": 9937957, "alias": "Corey", "name": "CoreyTaggart", "user-since": datetime("2005-11-25T16:13:03.000Z"), "user-since-copy": datetime("2005-11-25T16:13:03.000Z"), "friend-ids": {{ 40105038, 9364511, 47362703, 1876955, 3505769, 41708385, 36179634, 7022850 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2005-09-24") } ] }
-{ "id": 9945208, "id-copy": 9945208, "alias": "Thelma", "name": "ThelmaGettemy", "user-since": datetime("2006-12-21T11:17:06.000Z"), "user-since-copy": datetime("2006-12-21T11:17:06.000Z"), "friend-ids": {{ 26578648, 43730418, 18099472, 11787057, 41534206, 16778979, 41142786, 25761045, 18556835, 25378849, 38984390, 37528215, 2531696 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2008-03-25") } ] }
-{ "id": 9952339, "id-copy": 9952339, "alias": "Dacia", "name": "DaciaStaymates", "user-since": datetime("2009-09-27T09:55:51.000Z"), "user-since-copy": datetime("2009-09-27T09:55:51.000Z"), "friend-ids": {{ 5177020, 46967179, 24156959, 17828131, 41565753, 1929360, 33761670, 27544454, 9964059, 25582191 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2000-10-12"), "end-date": date("2007-01-20") } ] }
-{ "id": 9962236, "id-copy": 9962236, "alias": "Craig", "name": "CraigKight", "user-since": datetime("2010-02-15T15:58:03.000Z"), "user-since-copy": datetime("2010-02-15T15:58:03.000Z"), "friend-ids": {{ 45604304, 40911167, 39517053, 6912584, 898627, 8412812, 33530827, 30135549, 14762146, 46313211, 21143796, 39820220, 11462372, 23575315 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-02-05"), "end-date": date("2008-01-04") } ] }
-{ "id": 9968869, "id-copy": 9968869, "alias": "Shemika", "name": "ShemikaNickolson", "user-since": datetime("2005-02-20T10:34:04.000Z"), "user-since-copy": datetime("2005-02-20T10:34:04.000Z"), "friend-ids": {{ 30287118, 877645, 9968776, 31800907 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2009-07-23") } ] }
-{ "id": 9975778, "id-copy": 9975778, "alias": "Marmaduke", "name": "MarmadukeElizabeth", "user-since": datetime("2012-07-18T02:21:55.000Z"), "user-since-copy": datetime("2012-07-18T02:21:55.000Z"), "friend-ids": {{ 17424696, 34807936, 8912699, 40534595, 36049658, 31706902, 7626256, 16178188, 36944385, 47878361, 8190132, 34365280, 13576207, 42728095 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2006-08-19") } ] }
-{ "id": 9988417, "id-copy": 9988417, "alias": "Coline", "name": "ColineLane", "user-since": datetime("2010-01-01T00:12:39.000Z"), "user-since-copy": datetime("2010-01-01T00:12:39.000Z"), "friend-ids": {{ 17656229, 42804152 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2012-05-01") } ] }
-{ "id": 9993001, "id-copy": 9993001, "alias": "Herbie", "name": "HerbieStall", "user-since": datetime("2010-06-14T03:01:11.000Z"), "user-since-copy": datetime("2010-06-14T03:01:11.000Z"), "friend-ids": {{ 12003033, 40923715, 34166285, 47927261, 638933, 17338590 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2009-07-12") } ] }
-{ "id": 10054327, "id-copy": 10054327, "alias": "Poppy", "name": "PoppyKellogg", "user-since": datetime("2010-03-28T09:43:49.000Z"), "user-since-copy": datetime("2010-03-28T09:43:49.000Z"), "friend-ids": {{ 10785684, 26545687, 942400, 18147517, 12133643, 17848751, 40864121, 18975370, 26159158, 42348235, 21795276, 40155922, 35240759 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2012-03-24") } ] }
-{ "id": 10065250, "id-copy": 10065250, "alias": "Debbie", "name": "DebbieBrinigh", "user-since": datetime("2012-01-05T15:05:48.000Z"), "user-since-copy": datetime("2012-01-05T15:05:48.000Z"), "friend-ids": {{ 23794420, 31166549, 3372724, 35955226, 45241312, 33488036, 17353508, 10094234, 12751868 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2000-06-28"), "end-date": date("2005-06-03") } ] }
-{ "id": 10066711, "id-copy": 10066711, "alias": "Nichelle", "name": "NichelleErschoff", "user-since": datetime("2009-11-10T21:17:50.000Z"), "user-since-copy": datetime("2009-11-10T21:17:50.000Z"), "friend-ids": {{ 19024226, 24428716, 24428406, 10686682, 46410623, 45809403, 33158503 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2004-06-21"), "end-date": date("2005-08-01") } ] }
-{ "id": 10069987, "id-copy": 10069987, "alias": "Andrina", "name": "AndrinaFisher", "user-since": datetime("2012-07-21T07:28:30.000Z"), "user-since-copy": datetime("2012-07-21T07:28:30.000Z"), "friend-ids": {{ 42024943, 39627436, 28414443, 36703363, 45477433, 37499278, 28548620, 6687009, 22700392, 47812034, 16805789, 33222895, 36328879, 20191886, 32457353, 14008353 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2004-12-11"), "end-date": date("2004-09-07") } ] }
-{ "id": 10073440, "id-copy": 10073440, "alias": "Mat", "name": "MatHasely", "user-since": datetime("2007-02-15T12:28:32.000Z"), "user-since-copy": datetime("2007-02-15T12:28:32.000Z"), "friend-ids": {{ 18317132, 16303558, 35197704, 41199497, 17394418, 18594954, 13332602, 15164806, 20807780, 18284264, 17164369, 6418744, 26535302, 47287046, 7169299, 22825706, 34007482, 38108004, 14449725, 16993574, 28055503 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2005-09-04"), "end-date": date("2006-06-02") } ] }
-{ "id": 10079965, "id-copy": 10079965, "alias": "Mason", "name": "MasonReamer", "user-since": datetime("2008-08-10T02:16:36.000Z"), "user-since-copy": datetime("2008-08-10T02:16:36.000Z"), "friend-ids": {{ 37149190, 37736572, 35955709, 28586597, 45460389 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-01-18"), "end-date": date("2010-12-09") } ] }
-{ "id": 10087876, "id-copy": 10087876, "alias": "Carlyle", "name": "CarlyleMoberly", "user-since": datetime("2009-09-12T03:44:36.000Z"), "user-since-copy": datetime("2009-09-12T03:44:36.000Z"), "friend-ids": {{ 22254101, 16994379, 42146906, 28928982 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2012-07-24"), "end-date": date("2012-07-09") } ] }
-{ "id": 10126408, "id-copy": 10126408, "alias": "Pen", "name": "PenFleming", "user-since": datetime("2005-11-11T08:50:34.000Z"), "user-since-copy": datetime("2005-11-11T08:50:34.000Z"), "friend-ids": {{ 38072630, 45021886, 23988042, 41084533, 4743969, 7223979, 19120365, 44219284, 4691449, 21072839, 32536521, 36335527, 47376347, 16882811, 43140173, 7610811, 28217191, 25488874, 27968660, 13102347, 40169395, 25952056, 17249838, 30971677 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2011-10-04"), "end-date": date("2011-01-10") } ] }
-{ "id": 10135477, "id-copy": 10135477, "alias": "Jasmine", "name": "JasmineEva", "user-since": datetime("2009-04-03T11:48:27.000Z"), "user-since-copy": datetime("2009-04-03T11:48:27.000Z"), "friend-ids": {{ 3776073 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2000-11-14"), "end-date": date("2001-05-19") } ] }
-{ "id": 10148251, "id-copy": 10148251, "alias": "Ghislaine", "name": "GhislaineFowler", "user-since": datetime("2005-12-08T05:25:56.000Z"), "user-since-copy": datetime("2005-12-08T05:25:56.000Z"), "friend-ids": {{ 14692731, 29964772 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2008-12-27"), "end-date": date("2008-04-02") } ] }
-{ "id": 10177078, "id-copy": 10177078, "alias": "Fausto", "name": "FaustoLotherington", "user-since": datetime("2005-06-23T22:18:16.000Z"), "user-since-copy": datetime("2005-06-23T22:18:16.000Z"), "friend-ids": {{ 9405744, 13732034 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2007-12-27") } ] }
-{ "id": 10177300, "id-copy": 10177300, "alias": "Chase", "name": "ChaseKnapp", "user-since": datetime("2005-09-27T16:41:30.000Z"), "user-since-copy": datetime("2005-09-27T16:41:30.000Z"), "friend-ids": {{ 12805247, 6093464, 39416190, 35877238, 26583227, 37835412, 46337730, 18107636, 43948720, 21031949, 11688759, 13980476, 25486392, 20775628 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2006-03-07"), "end-date": date("2006-05-09") } ] }
-{ "id": 10178518, "id-copy": 10178518, "alias": "Rudyard", "name": "RudyardMcmullen", "user-since": datetime("2011-05-06T14:57:22.000Z"), "user-since-copy": datetime("2011-05-06T14:57:22.000Z"), "friend-ids": {{ 25647527, 14445589, 47924548, 24945241, 13505530, 39640007, 6132209, 815976, 31529708, 28281922, 17886251, 42402860, 18330827, 13619952 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2006-06-24") } ] }
-{ "id": 10179538, "id-copy": 10179538, "alias": "Orlando", "name": "OrlandoBaxter", "user-since": datetime("2006-02-06T08:33:07.000Z"), "user-since-copy": datetime("2006-02-06T08:33:07.000Z"), "friend-ids": {{ 6233497, 33888281, 44259464, 19279042, 22534429, 13084190, 38886041, 41675566, 3155617 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2009-07-06") } ] }
-{ "id": 10189600, "id-copy": 10189600, "alias": "Melisa", "name": "MelisaGarry", "user-since": datetime("2010-05-10T10:35:49.000Z"), "user-since-copy": datetime("2010-05-10T10:35:49.000Z"), "friend-ids": {{ 18172527, 26205741, 32077713, 41214698, 33783052, 5734397, 46101468, 30210046, 27425699 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-05-20"), "end-date": date("2011-07-20") } ] }
-{ "id": 10195063, "id-copy": 10195063, "alias": "Rose", "name": "RoseHatcher", "user-since": datetime("2008-10-11T02:17:54.000Z"), "user-since-copy": datetime("2008-10-11T02:17:54.000Z"), "friend-ids": {{ 9820231, 12294967, 46911959, 47936560, 7881400, 11585414, 45934029, 18009898, 11594812, 13760171, 41894550, 13254896, 28025170, 20007524, 13027888 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-03-26") } ] }
-{ "id": 10206877, "id-copy": 10206877, "alias": "Tammie", "name": "TammieBerry", "user-since": datetime("2009-10-14T12:57:11.000Z"), "user-since-copy": datetime("2009-10-14T12:57:11.000Z"), "friend-ids": {{ 23748102, 37944735, 42193629, 11409119, 41246083, 35024235 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2008-05-21") } ] }
-{ "id": 10247557, "id-copy": 10247557, "alias": "Shanita", "name": "ShanitaReed", "user-since": datetime("2006-08-01T23:58:30.000Z"), "user-since-copy": datetime("2006-08-01T23:58:30.000Z"), "friend-ids": {{ 39665727, 7906210, 46234266, 15304695, 4362978, 43689749, 11688287, 11377882, 33955818, 29447417, 23667673, 7373357, 45056089, 34964516, 13871603, 41976105, 10661879, 11112019, 17797460 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2004-12-08"), "end-date": date("2005-04-04") } ] }
-{ "id": 10287028, "id-copy": 10287028, "alias": "Wilfred", "name": "WilfredChurchill", "user-since": datetime("2007-08-01T14:14:25.000Z"), "user-since-copy": datetime("2007-08-01T14:14:25.000Z"), "friend-ids": {{ 38355737, 39891840, 41036196, 39165706, 1155288, 15280633, 9744287, 11567914, 11225763, 2297894, 14386027, 67174, 28097703, 28721858, 6504409, 6743503, 22860419, 17773814, 34697084, 5419586, 45771084 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2002-08-08") } ] }
-{ "id": 10297336, "id-copy": 10297336, "alias": "Gayelord", "name": "GayelordCypret", "user-since": datetime("2005-09-28T10:01:31.000Z"), "user-since-copy": datetime("2005-09-28T10:01:31.000Z"), "friend-ids": {{ 43657472, 21189656, 43018991, 42333420, 27203617, 12389046, 44062328, 15441240, 31806533, 44999377, 30592890, 12304605, 6752099, 9488471, 5719065, 16290550, 23175098, 6432261 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-05-15") } ] }
-{ "id": 10305280, "id-copy": 10305280, "alias": "Isabella", "name": "IsabellaWilo", "user-since": datetime("2007-01-03T11:54:28.000Z"), "user-since-copy": datetime("2007-01-03T11:54:28.000Z"), "friend-ids": {{ 46537100, 26395353, 23044918 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2005-01-06") } ] }
-{ "id": 10317160, "id-copy": 10317160, "alias": "Maria", "name": "MariaHair", "user-since": datetime("2006-05-21T16:06:00.000Z"), "user-since-copy": datetime("2006-05-21T16:06:00.000Z"), "friend-ids": {{ 7063473, 43027344, 2119671, 39231388, 34041933, 5141408, 20278936 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2005-10-20") } ] }
-{ "id": 10318882, "id-copy": 10318882, "alias": "Skyler", "name": "SkylerConrad", "user-since": datetime("2007-03-04T08:56:54.000Z"), "user-since-copy": datetime("2007-03-04T08:56:54.000Z"), "friend-ids": {{ 4254240, 3778434, 23914534, 16376376, 39143316, 37229152, 32778982, 30182686, 13077652, 20439638, 34086734, 12101909, 47011547, 28666460, 31034524, 47508299, 17267782, 1260337, 43500601, 914291, 1786773 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2009-01-15") } ] }
-{ "id": 10338907, "id-copy": 10338907, "alias": "Leah", "name": "LeahStroble", "user-since": datetime("2010-12-07T08:23:00.000Z"), "user-since-copy": datetime("2010-12-07T08:23:00.000Z"), "friend-ids": {{ 25263375, 47112518, 47910837, 14446727, 35708710, 41365949, 8534511, 34992353, 1706302, 21380997, 47197876, 29441929, 4157771, 8674755, 14520863, 22041433, 47176591, 4072306, 47354501 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2003-03-25") } ] }
-{ "id": 10348309, "id-copy": 10348309, "alias": "Bernard", "name": "BernardAltman", "user-since": datetime("2010-09-23T09:08:33.000Z"), "user-since-copy": datetime("2010-09-23T09:08:33.000Z"), "friend-ids": {{ 7859503, 40438517, 7050233, 41735514, 8274833, 12496793, 41853402, 23751827, 23485505, 35520895, 17406459, 20238814, 42333149 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2007-07-27") } ] }
-{ "id": 10349656, "id-copy": 10349656, "alias": "Woodrow", "name": "WoodrowRichter", "user-since": datetime("2006-09-18T16:22:12.000Z"), "user-since-copy": datetime("2006-09-18T16:22:12.000Z"), "friend-ids": {{ 12344306, 36484394, 30889842, 47572749, 42102868, 22350773, 7166034, 16132372, 45197714, 34516830, 47108654, 4399888, 24401048, 32578065, 16593311, 33394001, 7356357, 29943304, 30866764, 11942891 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2003-11-18"), "end-date": date("2004-10-16") } ] }
-{ "id": 10357477, "id-copy": 10357477, "alias": "Rosy", "name": "RosyMitchell", "user-since": datetime("2005-08-13T13:44:24.000Z"), "user-since-copy": datetime("2005-08-13T13:44:24.000Z"), "friend-ids": {{ 13370964, 4479736, 44060098, 28936173, 42239651, 18380035, 17854869, 36485096, 7662833 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-05-12") } ] }
-{ "id": 10391077, "id-copy": 10391077, "alias": "Tracy", "name": "TracyHiles", "user-since": datetime("2005-11-19T21:08:51.000Z"), "user-since-copy": datetime("2005-11-19T21:08:51.000Z"), "friend-ids": {{ 27119048, 1983772, 38766385, 35631268, 14736954, 7586158, 45840742, 27211063, 33946244, 1590669, 22363833, 19668917, 12778790, 31993728, 4498870, 68121, 13591025, 13285639 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2012-07-12") } ] }
-{ "id": 10392898, "id-copy": 10392898, "alias": "Rodger", "name": "RodgerLear", "user-since": datetime("2010-03-05T20:39:12.000Z"), "user-since-copy": datetime("2010-03-05T20:39:12.000Z"), "friend-ids": {{ 23638180, 34355575, 28958329, 17287883, 46069191, 4055459, 36969931, 13059600, 6957015, 41374655, 44549230, 1943320, 39878243 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2002-12-22") } ] }
-{ "id": 10398562, "id-copy": 10398562, "alias": "Brendon", "name": "BrendonMaclagan", "user-since": datetime("2012-02-23T06:18:49.000Z"), "user-since-copy": datetime("2012-02-23T06:18:49.000Z"), "friend-ids": {{ 39206829, 37980663, 36889290, 9114653, 26448451, 15142055, 23349234, 11668644, 22072984, 2091972, 957976, 26110137, 20947598, 32127830, 35850034, 39029675, 21265582, 26725192, 13963111, 4392994, 37042547 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2001-09-21") } ] }
-{ "id": 10422310, "id-copy": 10422310, "alias": "Edmundo", "name": "EdmundoShaw", "user-since": datetime("2012-07-02T11:10:15.000Z"), "user-since-copy": datetime("2012-07-02T11:10:15.000Z"), "friend-ids": {{ 4235436, 16381036, 12579129, 43280339, 16455681, 28445764, 10796826, 28577255, 15173785, 47982248, 11990921, 2093558, 6244669, 4830927, 34859603, 22246754, 45142656 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2011-01-27") } ] }
-{ "id": 10423588, "id-copy": 10423588, "alias": "Shirlene", "name": "ShirleneRuch", "user-since": datetime("2006-04-09T05:52:24.000Z"), "user-since-copy": datetime("2006-04-09T05:52:24.000Z"), "friend-ids": {{ 15418780, 12724265, 27282306, 13592995, 24753166, 32824252, 40619106, 27563604, 12337625, 45387219, 27749581, 44912564, 37470078, 19663516 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2003-06-17") } ] }
-{ "id": 10453837, "id-copy": 10453837, "alias": "Leila", "name": "LeilaHunter", "user-since": datetime("2007-12-08T12:41:34.000Z"), "user-since-copy": datetime("2007-12-08T12:41:34.000Z"), "friend-ids": {{ 2310862, 19014920 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2011-02-06") } ] }
-{ "id": 10472248, "id-copy": 10472248, "alias": "Harry", "name": "HarryDugmore", "user-since": datetime("2012-02-18T05:46:12.000Z"), "user-since-copy": datetime("2012-02-18T05:46:12.000Z"), "friend-ids": {{ 30193978, 30762534, 24660208, 29628319, 30687391, 39795396, 33525293, 23739628, 28969085, 30275276, 3497701, 17091988, 15259527, 25164171, 34052417, 4318314, 1876063, 29984074, 3421436, 16610126 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2012-01-19"), "end-date": date("2012-01-02") } ] }
-{ "id": 10484578, "id-copy": 10484578, "alias": "Troy", "name": "TroyWheeler", "user-since": datetime("2006-12-19T11:23:18.000Z"), "user-since-copy": datetime("2006-12-19T11:23:18.000Z"), "friend-ids": {{ 13536585, 23059550, 16602050, 12025612, 25014410, 13465266 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2011-10-23") } ] }
-{ "id": 10501429, "id-copy": 10501429, "alias": "Danielle", "name": "DanielleYoung", "user-since": datetime("2010-04-24T05:46:06.000Z"), "user-since-copy": datetime("2010-04-24T05:46:06.000Z"), "friend-ids": {{ 7960737, 27505427 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2002-07-27"), "end-date": date("2004-07-28") } ] }
-{ "id": 10505419, "id-copy": 10505419, "alias": "Anderson", "name": "AndersonSoames", "user-since": datetime("2009-04-01T01:24:07.000Z"), "user-since-copy": datetime("2009-04-01T01:24:07.000Z"), "friend-ids": {{ 25420744, 34012676, 8558565, 45471514, 12117008, 35275, 4952379, 46480100, 29394067, 15504329, 18153717, 8476606, 19867236, 35743164, 38523474, 6479207, 31151752, 19687338, 5379846, 32574974, 26920356 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2005-08-01") } ] }
-{ "id": 10508467, "id-copy": 10508467, "alias": "Quincey", "name": "QuinceyKettlewell", "user-since": datetime("2009-11-08T14:09:57.000Z"), "user-since-copy": datetime("2009-11-08T14:09:57.000Z"), "friend-ids": {{ 16037923, 33757766, 22829568, 34589661, 10645853, 43124745, 41785968, 27704416, 42381402, 11993654, 31993782, 37761743, 15571469, 33326934, 22719288, 18321279, 19252211, 42927515, 22390312, 37655021, 37511969, 47740024, 1015876 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2009-02-24") } ] }
-{ "id": 10529809, "id-copy": 10529809, "alias": "Aric", "name": "AricLauffer", "user-since": datetime("2007-05-18T09:08:29.000Z"), "user-since-copy": datetime("2007-05-18T09:08:29.000Z"), "friend-ids": {{ 36647795, 13183862, 5313167, 36450019, 46412788, 47789981, 4012027, 35872968, 3903895 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2011-09-22") } ] }
-{ "id": 10541299, "id-copy": 10541299, "alias": "Derrick", "name": "DerrickLarson", "user-since": datetime("2009-09-04T09:42:12.000Z"), "user-since-copy": datetime("2009-09-04T09:42:12.000Z"), "friend-ids": {{ 39544341, 9620318, 40218798, 34927427, 28533075, 44505091, 29066144, 31724565, 46052997, 3011652, 24709291, 24805644, 41125094, 14186985, 24967210, 32420881, 31162758, 2356654, 11854218, 47933360, 9668743, 26801113 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2000-11-25") } ] }
-{ "id": 10547020, "id-copy": 10547020, "alias": "Reita", "name": "ReitaBlunt", "user-since": datetime("2006-01-18T16:51:49.000Z"), "user-since-copy": datetime("2006-01-18T16:51:49.000Z"), "friend-ids": {{ 34373903, 36464697, 37171525, 19138424, 24675436, 16269152, 43940985, 2735762, 32760257, 42561749, 45516984, 39110107, 21610913, 1805884, 3342035, 40703512, 11665984, 29345992, 41497492, 30054924, 18098215 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-12-01") } ] }
-{ "id": 10548142, "id-copy": 10548142, "alias": "Dannie", "name": "DannieTillson", "user-since": datetime("2007-03-07T04:57:23.000Z"), "user-since-copy": datetime("2007-03-07T04:57:23.000Z"), "friend-ids": {{ 37443492, 21615683, 5655492, 24162015, 46418787, 46328489, 26669127, 38324141 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2012-01-03") } ] }
-{ "id": 10554112, "id-copy": 10554112, "alias": "Virgil", "name": "VirgilBickerson", "user-since": datetime("2006-03-14T07:07:42.000Z"), "user-since-copy": datetime("2006-03-14T07:07:42.000Z"), "friend-ids": {{ 21584501, 3506050, 31062036, 20425233, 6548274, 12613206, 16607156 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2004-08-25"), "end-date": date("2006-11-11") } ] }
-{ "id": 10561624, "id-copy": 10561624, "alias": "Marielle", "name": "MarielleBrandenburg", "user-since": datetime("2005-07-17T10:28:02.000Z"), "user-since-copy": datetime("2005-07-17T10:28:02.000Z"), "friend-ids": {{ 1231477, 14598987 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2000-03-06"), "end-date": date("2005-09-25") } ] }
-{ "id": 10579345, "id-copy": 10579345, "alias": "Rexana", "name": "RexanaSchaeffer", "user-since": datetime("2006-01-20T15:37:57.000Z"), "user-since-copy": datetime("2006-01-20T15:37:57.000Z"), "friend-ids": {{ 20070497, 44547094, 38571608, 30731404, 7825730, 8433351, 25090042, 38943273, 3599029, 28517891, 17427828, 6853394, 32856065, 46627870, 43885788 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-01-22") } ] }
-{ "id": 10580422, "id-copy": 10580422, "alias": "Travers", "name": "TraversSadley", "user-since": datetime("2011-02-09T08:22:49.000Z"), "user-since-copy": datetime("2011-02-09T08:22:49.000Z"), "friend-ids": {{ 36067992, 8651663, 43180149, 732576, 35709545, 30999437 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2009-05-27") } ] }
-{ "id": 10585294, "id-copy": 10585294, "alias": "Bryan", "name": "BryanEliza", "user-since": datetime("2005-02-03T16:20:19.000Z"), "user-since-copy": datetime("2005-02-03T16:20:19.000Z"), "friend-ids": {{ 6407647, 24838863, 45997254, 42728806, 37001718, 46932382 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-03-15"), "end-date": date("2008-04-24") } ] }
-{ "id": 10587655, "id-copy": 10587655, "alias": "Del", "name": "DelLester", "user-since": datetime("2006-04-22T06:14:51.000Z"), "user-since-copy": datetime("2006-04-22T06:14:51.000Z"), "friend-ids": {{ 41382268, 41043817, 37053482, 27889226, 5182442, 46241085, 39510378, 25972421, 6234359, 2782513, 27042023, 20476198 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2001-10-18") } ] }
-{ "id": 10591498, "id-copy": 10591498, "alias": "Mick", "name": "MickVeith", "user-since": datetime("2006-02-21T06:58:53.000Z"), "user-since-copy": datetime("2006-02-21T06:58:53.000Z"), "friend-ids": {{ 33872347, 40692511, 18563650 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2011-08-07"), "end-date": date("2011-01-10") } ] }
-{ "id": 10595164, "id-copy": 10595164, "alias": "Jerome", "name": "JeromeLacon", "user-since": datetime("2009-09-24T09:47:36.000Z"), "user-since-copy": datetime("2009-09-24T09:47:36.000Z"), "friend-ids": {{ 31538601 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-07-26") } ] }
-{ "id": 10601758, "id-copy": 10601758, "alias": "Blossom", "name": "BlossomClark", "user-since": datetime("2011-08-16T23:44:16.000Z"), "user-since-copy": datetime("2011-08-16T23:44:16.000Z"), "friend-ids": {{ 22624576, 6945784, 47816004, 8072206, 23953052, 22668193, 8668574, 2269602, 39137309, 38996903, 23516086, 31166264, 28322741, 46296094, 36547681, 7287738, 15727604, 13556387, 2624138 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-10-15"), "end-date": date("2008-07-17") } ] }
-{ "id": 10610356, "id-copy": 10610356, "alias": "Jason", "name": "JasonGearhart", "user-since": datetime("2010-03-05T22:57:20.000Z"), "user-since-copy": datetime("2010-03-05T22:57:20.000Z"), "friend-ids": {{ 6967239, 47468231, 29517365, 9206260 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-03-16"), "end-date": date("2012-06-19") } ] }
-{ "id": 10624381, "id-copy": 10624381, "alias": "Ryana", "name": "RyanaKimmons", "user-since": datetime("2007-09-04T15:42:08.000Z"), "user-since-copy": datetime("2007-09-04T15:42:08.000Z"), "friend-ids": {{ 36219003, 5135252, 24653726, 4767631, 21595268, 4154414, 31857818, 9711256, 20793102, 14509650 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2006-06-21") } ] }
-{ "id": 10635319, "id-copy": 10635319, "alias": "Rusty", "name": "RustyStange", "user-since": datetime("2010-08-17T17:30:37.000Z"), "user-since-copy": datetime("2010-08-17T17:30:37.000Z"), "friend-ids": {{ 28180565, 25608756 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2006-07-07") } ] }
-{ "id": 10658977, "id-copy": 10658977, "alias": "Danny", "name": "DannyBailey", "user-since": datetime("2006-12-12T12:28:17.000Z"), "user-since-copy": datetime("2006-12-12T12:28:17.000Z"), "friend-ids": {{ 27744791, 5839976, 37243832, 42061553, 15660549, 26723434, 25864049, 8038100, 47690286, 29206337, 6169296, 1933137, 6500848, 45632949, 6329147, 15602171, 13477556, 25033716, 9515038, 4081408, 42840830 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2009-12-14"), "end-date": date("2009-03-11") } ] }
-{ "id": 10671115, "id-copy": 10671115, "alias": "Montague", "name": "MontagueLangston", "user-since": datetime("2007-09-20T00:32:15.000Z"), "user-since-copy": datetime("2007-09-20T00:32:15.000Z"), "friend-ids": {{ 18236000, 47490167, 40246549, 25232933, 22604487, 36974958, 44747862, 2137180, 39244601, 39608406, 23319330, 21166788, 21726220, 12703943, 36564459, 8379538, 43010567, 24538004, 173522, 6132291, 21199763, 26285128, 2350066 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2001-01-07") } ] }
-{ "id": 10678567, "id-copy": 10678567, "alias": "Detta", "name": "DettaIronmonger", "user-since": datetime("2006-05-01T08:52:26.000Z"), "user-since-copy": datetime("2006-05-01T08:52:26.000Z"), "friend-ids": {{ 11098679, 15763619, 12715761, 10175990, 43581466, 4595173, 17163835, 44918467, 38256765, 13239047, 25476309, 9075112, 19581524, 46478013, 24168854, 34121818, 25604978, 21114089 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2007-06-08") } ] }
-{ "id": 10690066, "id-copy": 10690066, "alias": "Abraham", "name": "AbrahamWardle", "user-since": datetime("2006-04-08T20:27:10.000Z"), "user-since-copy": datetime("2006-04-08T20:27:10.000Z"), "friend-ids": {{ 18105973, 39839261, 27532181, 2565949, 37077592, 28929530 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2005-06-03"), "end-date": date("2006-12-02") } ] }
-{ "id": 10701727, "id-copy": 10701727, "alias": "Paulita", "name": "PaulitaHays", "user-since": datetime("2009-11-15T15:25:08.000Z"), "user-since-copy": datetime("2009-11-15T15:25:08.000Z"), "friend-ids": {{ 31869253, 13336594, 19116516, 30920596 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2001-12-10") } ] }
-{ "id": 10708477, "id-copy": 10708477, "alias": "Zacharias", "name": "ZachariasRandolph", "user-since": datetime("2008-07-13T16:12:33.000Z"), "user-since-copy": datetime("2008-07-13T16:12:33.000Z"), "friend-ids": {{ 18251027, 47694844, 25569678, 33130234, 7351010, 32617025, 40619749, 28576965, 34970660, 34320919, 17056847, 46007935, 244756, 3130710, 5218614, 6968874, 19440356, 448790, 3336700, 44725864, 24738046, 6159443, 14380294, 20289778 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2007-09-09") } ] }
-{ "id": 10721059, "id-copy": 10721059, "alias": "Amandine", "name": "AmandineRockwell", "user-since": datetime("2008-09-24T21:50:39.000Z"), "user-since-copy": datetime("2008-09-24T21:50:39.000Z"), "friend-ids": {{ 10360854, 15197739, 28812340, 12172446, 9354363, 23580760, 6364957, 20048548 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2003-12-06") } ] }
-{ "id": 10733305, "id-copy": 10733305, "alias": "Dakota", "name": "DakotaSmith", "user-since": datetime("2009-11-17T19:52:42.000Z"), "user-since-copy": datetime("2009-11-17T19:52:42.000Z"), "friend-ids": {{ 21984282, 14492326, 18724474, 17361116, 26773641, 32118673, 8295454, 6804824 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2007-05-28") } ] }
-{ "id": 10733617, "id-copy": 10733617, "alias": "Leonardo", "name": "LeonardoKight", "user-since": datetime("2008-10-20T17:30:29.000Z"), "user-since-copy": datetime("2008-10-20T17:30:29.000Z"), "friend-ids": {{ 39687903, 7235506, 34696496, 25995345, 18435380, 47473591, 15710408, 44232442, 39520147, 36384026, 25160887, 245860, 1195579, 4587411, 536916, 47052672, 33953823, 13203710 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2007-07-12"), "end-date": date("2010-03-16") } ] }
-{ "id": 10738477, "id-copy": 10738477, "alias": "Kenith", "name": "KenithLeichter", "user-since": datetime("2012-07-10T15:21:51.000Z"), "user-since-copy": datetime("2012-07-10T15:21:51.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2006-07-28"), "end-date": date("2009-06-03") } ] }
-{ "id": 10742182, "id-copy": 10742182, "alias": "Tel", "name": "TelBowchiew", "user-since": datetime("2009-09-23T02:51:14.000Z"), "user-since-copy": datetime("2009-09-23T02:51:14.000Z"), "friend-ids": {{ 17515416, 42010238, 23580669, 26008148, 35744494 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2006-10-05"), "end-date": date("2007-05-26") } ] }
-{ "id": 10745200, "id-copy": 10745200, "alias": "Kaety", "name": "KaetyOppenheimer", "user-since": datetime("2008-11-21T08:11:11.000Z"), "user-since-copy": datetime("2008-11-21T08:11:11.000Z"), "friend-ids": {{ 32006369, 4542624, 28242708, 20936957, 11063561, 31392192, 34444041, 754368, 37317926 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-06-07") } ] }
-{ "id": 10745974, "id-copy": 10745974, "alias": "Gavin", "name": "GavinWard", "user-since": datetime("2008-11-23T02:59:13.000Z"), "user-since-copy": datetime("2008-11-23T02:59:13.000Z"), "friend-ids": {{ 45290227, 46308273, 4478698, 27613190, 34907694, 36182643 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-01-01"), "end-date": date("2011-01-17") } ] }
-{ "id": 10751260, "id-copy": 10751260, "alias": "Chrysanta", "name": "ChrysantaSanforth", "user-since": datetime("2009-06-02T12:54:32.000Z"), "user-since-copy": datetime("2009-06-02T12:54:32.000Z"), "friend-ids": {{ 6064707, 44017707, 22957433, 38426343, 24694205, 1061085, 24827089, 12192854, 40718843 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2011-01-19"), "end-date": date("2011-10-02") } ] }
-{ "id": 10767553, "id-copy": 10767553, "alias": "Titty", "name": "TittyCross", "user-since": datetime("2009-02-08T11:38:56.000Z"), "user-since-copy": datetime("2009-02-08T11:38:56.000Z"), "friend-ids": {{ 10869392, 39422025, 23051606, 43241994, 6257807, 37258783, 26946341, 33120713, 6481181, 13410766, 34576024, 42401239, 28793792, 37331232, 5979767 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2000-12-26"), "end-date": date("2006-01-17") } ] }
-{ "id": 10777441, "id-copy": 10777441, "alias": "Rosaline", "name": "RosalineFaast", "user-since": datetime("2005-05-23T08:24:59.000Z"), "user-since-copy": datetime("2005-05-23T08:24:59.000Z"), "friend-ids": {{ 25088415, 36453219, 42450810, 6845863, 23568088, 34305276, 28849557, 41593223, 18542045, 37652004, 9159129, 42079452 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-01-04") } ] }
-{ "id": 10786129, "id-copy": 10786129, "alias": "Ardelle", "name": "ArdelleHoopengarner", "user-since": datetime("2012-05-27T08:36:37.000Z"), "user-since-copy": datetime("2012-05-27T08:36:37.000Z"), "friend-ids": {{ 44854493, 13697746, 8918104, 22353878, 46059542, 23393155, 37374548, 1531344, 31554501, 30390740, 10076243, 19028830, 46174212, 4991316, 30988902, 6717568 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-03-08") } ] }
-{ "id": 10789207, "id-copy": 10789207, "alias": "Lucinda", "name": "LucindaFillmore", "user-since": datetime("2009-11-13T18:35:41.000Z"), "user-since-copy": datetime("2009-11-13T18:35:41.000Z"), "friend-ids": {{ 10917581, 24902161, 29393856, 35293349, 31477965, 44139676, 18083704, 46487557 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2005-11-04") } ] }
-{ "id": 10808932, "id-copy": 10808932, "alias": "Sharita", "name": "SharitaGregory", "user-since": datetime("2006-09-17T04:48:23.000Z"), "user-since-copy": datetime("2006-09-17T04:48:23.000Z"), "friend-ids": {{ 41622567, 16559791, 6346693, 18540237, 14753253, 23252825, 17163196, 46962665, 26442426, 14344279, 17332246, 36154890, 22814241, 22709064, 32887290, 42853122, 23782934, 27425228, 22941847 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2008-06-08"), "end-date": date("2011-01-28") } ] }
-{ "id": 10809322, "id-copy": 10809322, "alias": "Alden", "name": "AldenHiggens", "user-since": datetime("2011-02-06T01:31:58.000Z"), "user-since-copy": datetime("2011-02-06T01:31:58.000Z"), "friend-ids": {{ 44750450, 24564153, 42513064, 33316253, 21036452, 27132567, 29231674, 18040424, 36564417, 17474605, 14126628, 18988855, 35594147, 35685289, 40967850 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2002-09-26") } ] }
-{ "id": 10811875, "id-copy": 10811875, "alias": "Giovanni", "name": "GiovanniWarner", "user-since": datetime("2009-05-28T04:20:11.000Z"), "user-since-copy": datetime("2009-05-28T04:20:11.000Z"), "friend-ids": {{ 8005226, 21432611, 4037183, 40486007, 40666777, 24385549, 3686021, 12188144, 33646224, 46365125, 44351069, 34408172, 35904411, 4322876, 18767645, 10007322 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2005-07-18"), "end-date": date("2011-10-24") } ] }
-{ "id": 10832305, "id-copy": 10832305, "alias": "Briony", "name": "BrionyBaldwin", "user-since": datetime("2011-03-03T22:00:38.000Z"), "user-since-copy": datetime("2011-03-03T22:00:38.000Z"), "friend-ids": {{ 20436897, 36519715, 35325917, 31686319, 2644929, 3401668, 39344422, 18601722, 40274111, 30032679, 9312830, 5581755, 41164101, 35883066, 8274432, 4315219, 26200418, 43810182, 44718149, 6387153, 43086214, 39558538, 36036905, 25715671 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2007-01-21"), "end-date": date("2008-02-25") } ] }
-{ "id": 10833472, "id-copy": 10833472, "alias": "Monica", "name": "MonicaRyals", "user-since": datetime("2009-02-14T18:52:57.000Z"), "user-since-copy": datetime("2009-02-14T18:52:57.000Z"), "friend-ids": {{ 34417058, 24053823, 28067368, 16205470, 24168710, 9064471 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2003-12-03"), "end-date": date("2006-03-07") } ] }
-{ "id": 10840990, "id-copy": 10840990, "alias": "Libby", "name": "LibbyHayhurst", "user-since": datetime("2009-10-28T22:52:04.000Z"), "user-since-copy": datetime("2009-10-28T22:52:04.000Z"), "friend-ids": {{ 32146321, 47850956, 42432761, 28856789, 18595962, 23408710, 37015546 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2003-01-20") } ] }
-{ "id": 10867624, "id-copy": 10867624, "alias": "Fredric", "name": "FredricKimmons", "user-since": datetime("2005-05-14T23:08:00.000Z"), "user-since-copy": datetime("2005-05-14T23:08:00.000Z"), "friend-ids": {{ 25574899, 26822046, 3408550, 40738004, 3813112, 33045116, 9229839, 28557630, 36781441, 23585776 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2010-02-25"), "end-date": date("2011-07-06") } ] }
-{ "id": 10868761, "id-copy": 10868761, "alias": "Peronel", "name": "PeronelGongaware", "user-since": datetime("2010-01-25T14:26:30.000Z"), "user-since-copy": datetime("2010-01-25T14:26:30.000Z"), "friend-ids": {{ 28271989, 41567995, 31926358, 16420360, 15775849, 44023747, 39099521, 4517209, 39890594, 39784644, 43247769, 25427216, 46426794, 37704581, 46477208, 3213706 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2011-12-16") } ] }
-{ "id": 10869727, "id-copy": 10869727, "alias": "Jacquetta", "name": "JacquettaMaugham", "user-since": datetime("2010-07-11T22:43:19.000Z"), "user-since-copy": datetime("2010-07-11T22:43:19.000Z"), "friend-ids": {{ 36109878, 46889968, 19648550, 14051620, 14645938, 14933447, 33880415 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2002-12-09") } ] }
-{ "id": 10874791, "id-copy": 10874791, "alias": "Haydee", "name": "HaydeeGarratt", "user-since": datetime("2007-04-14T00:19:00.000Z"), "user-since-copy": datetime("2007-04-14T00:19:00.000Z"), "friend-ids": {{ 12247794, 10306863, 33161811, 43877113, 37745696 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2008-03-07"), "end-date": date("2011-12-27") } ] }
-{ "id": 10894411, "id-copy": 10894411, "alias": "Lacy", "name": "LacyShaw", "user-since": datetime("2006-04-06T00:11:24.000Z"), "user-since-copy": datetime("2006-04-06T00:11:24.000Z"), "friend-ids": {{ 4203591, 28370134, 5239468, 12951448, 39355113, 9126812, 5662652, 4633221, 11954172, 33269236, 11545355, 14018236, 21980886, 34750979, 22877356 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-04-12") } ] }
-{ "id": 10911220, "id-copy": 10911220, "alias": "Laurice", "name": "LauriceDuncan", "user-since": datetime("2008-08-05T15:55:34.000Z"), "user-since-copy": datetime("2008-08-05T15:55:34.000Z"), "friend-ids": {{ 212109 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2001-02-03") } ] }
-{ "id": 10911274, "id-copy": 10911274, "alias": "Bridgette", "name": "BridgetteBenford", "user-since": datetime("2007-02-15T06:18:45.000Z"), "user-since-copy": datetime("2007-02-15T06:18:45.000Z"), "friend-ids": {{ 10909520, 14433605 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2012-01-14") } ] }
-{ "id": 10915261, "id-copy": 10915261, "alias": "Lyle", "name": "LyleMuller", "user-since": datetime("2010-10-16T16:36:46.000Z"), "user-since-copy": datetime("2010-10-16T16:36:46.000Z"), "friend-ids": {{ 28409003, 7495999, 10776059, 23825626, 44321306, 15679301, 36736470, 24070644, 14041140, 4784196, 19462533, 47300197, 33544003 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-09-25") } ] }
-{ "id": 10925071, "id-copy": 10925071, "alias": "Gil", "name": "GilFocell", "user-since": datetime("2005-11-08T20:28:01.000Z"), "user-since-copy": datetime("2005-11-08T20:28:01.000Z"), "friend-ids": {{ 9416716, 42743353, 43396785, 44271346, 32924780, 44752785, 19741326, 39315503, 25154503, 29170056, 15457515, 14764269, 47861907, 15230067, 15326613, 6336542, 44127013, 1048087, 34624221, 19951452, 12778135 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2009-01-07") } ] }
-{ "id": 10936273, "id-copy": 10936273, "alias": "Hans", "name": "HansMench", "user-since": datetime("2008-08-08T12:00:48.000Z"), "user-since-copy": datetime("2008-08-08T12:00:48.000Z"), "friend-ids": {{ 36800139 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2005-04-15"), "end-date": date("2009-08-05") } ] }
-{ "id": 10937893, "id-copy": 10937893, "alias": "Katheleen", "name": "KatheleenEisenmann", "user-since": datetime("2012-06-17T05:15:08.000Z"), "user-since-copy": datetime("2012-06-17T05:15:08.000Z"), "friend-ids": {{ 30129247, 865896, 35091601, 19852276, 43238329, 46057691, 30405091, 3723169, 6577863, 12648596, 34726408, 19178848, 18365491, 28604299, 29242262, 12826786, 19046213, 23320700, 9318080, 35996590, 24812162, 9639554, 33615920, 6507511 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2006-07-26") } ] }
-{ "id": 10940377, "id-copy": 10940377, "alias": "Lory", "name": "LoryElless", "user-since": datetime("2011-03-21T19:07:17.000Z"), "user-since-copy": datetime("2011-03-21T19:07:17.000Z"), "friend-ids": {{ 38950352, 10596357, 43176277, 27274342, 27082326 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2007-04-19") } ] }
-{ "id": 10948003, "id-copy": 10948003, "alias": "August", "name": "AugustHatch", "user-since": datetime("2006-04-11T03:32:56.000Z"), "user-since-copy": datetime("2006-04-11T03:32:56.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2008-12-16"), "end-date": date("2009-01-21") } ] }
-{ "id": 10968562, "id-copy": 10968562, "alias": "Fox", "name": "FoxBillimek", "user-since": datetime("2012-03-24T07:32:17.000Z"), "user-since-copy": datetime("2012-03-24T07:32:17.000Z"), "friend-ids": {{ 8459327, 11505750, 30952882, 30467951, 6329439, 33947538, 19579432, 25135787, 41391398, 32456626, 6310287, 31211659 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2009-01-17") } ] }
-{ "id": 11016043, "id-copy": 11016043, "alias": "Ellis", "name": "EllisVorrasi", "user-since": datetime("2009-08-26T16:43:17.000Z"), "user-since-copy": datetime("2009-08-26T16:43:17.000Z"), "friend-ids": {{ 41000811, 12639978, 14487796, 39651858, 40189282, 7834125, 44416511, 28673665 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2008-01-21"), "end-date": date("2008-04-26") } ] }
-{ "id": 11027953, "id-copy": 11027953, "alias": "Angelika", "name": "AngelikaSanner", "user-since": datetime("2010-10-07T04:25:19.000Z"), "user-since-copy": datetime("2010-10-07T04:25:19.000Z"), "friend-ids": {{ 42662440, 6358862, 21758734, 28882210, 28157558, 39027509, 19068795, 45387055, 34737892, 32277859, 44713546, 24617807, 31067294, 12307376, 28568916, 31114183, 13997610, 15405045, 33587810, 32517419, 13452101, 8309328 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2006-02-25") } ] }
-{ "id": 11052748, "id-copy": 11052748, "alias": "Andriana", "name": "AndrianaYonkie", "user-since": datetime("2005-05-08T19:49:03.000Z"), "user-since-copy": datetime("2005-05-08T19:49:03.000Z"), "friend-ids": {{ 24372868, 41932219, 14088659, 33215970, 34384197, 16343164, 24230672, 20937997, 23129922, 33184913, 25421373, 12081379, 289577, 19330874, 31625333, 34885607, 34353478, 17694263, 34819024, 44837603 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2003-06-16"), "end-date": date("2008-02-15") } ] }
-{ "id": 11062330, "id-copy": 11062330, "alias": "Derick", "name": "DerickPennington", "user-since": datetime("2008-04-15T11:59:52.000Z"), "user-since-copy": datetime("2008-04-15T11:59:52.000Z"), "friend-ids": {{ 26471368, 22445928, 13709179, 16677606, 45234923, 5601330, 16510085, 27673980, 24365707, 42647605, 20473849, 40448252, 37480913, 38532114, 11022656, 799537, 38469920, 1291033, 31503804, 29154535, 5506108, 24609403, 35535409, 44197253 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-09-23") } ] }
-{ "id": 11066710, "id-copy": 11066710, "alias": "Caryl", "name": "CarylMaugham", "user-since": datetime("2007-02-10T03:38:03.000Z"), "user-since-copy": datetime("2007-02-10T03:38:03.000Z"), "friend-ids": {{ 41776362, 7370825, 35851510, 23733011, 27617379, 39377372, 3043067, 22122576, 11996852, 20708849, 40772627, 20108470, 4141780, 3724555, 31849764, 7347633 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2001-10-15") } ] }
-{ "id": 11087224, "id-copy": 11087224, "alias": "Zola", "name": "ZolaKnisely", "user-since": datetime("2005-11-18T05:30:00.000Z"), "user-since-copy": datetime("2005-11-18T05:30:00.000Z"), "friend-ids": {{ 6324130, 38065951, 14950455, 27869167, 32957819, 11157656, 10411400, 18072233, 35246039, 35345326, 23217009, 13495953, 18987122 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-05-04") } ] }
-{ "id": 11087839, "id-copy": 11087839, "alias": "Manfred", "name": "ManfredEdwards", "user-since": datetime("2009-10-01T09:12:15.000Z"), "user-since-copy": datetime("2009-10-01T09:12:15.000Z"), "friend-ids": {{ 7828089 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-07-25") } ] }
-{ "id": 11111890, "id-copy": 11111890, "alias": "Geordie", "name": "GeordieGraff", "user-since": datetime("2006-02-12T04:30:44.000Z"), "user-since-copy": datetime("2006-02-12T04:30:44.000Z"), "friend-ids": {{ 12852237, 10391003, 37679153, 6620205, 25381043, 19805548, 4534765, 11626709, 47369482, 15045527, 25177819, 15113002, 39634176, 40637870, 47662386, 8045236 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2005-06-18") } ] }
-{ "id": 11116594, "id-copy": 11116594, "alias": "Norwood", "name": "NorwoodErrett", "user-since": datetime("2008-10-04T16:36:27.000Z"), "user-since-copy": datetime("2008-10-04T16:36:27.000Z"), "friend-ids": {{ 30996403, 30788997, 22512789, 35425088, 12096858, 21391496, 41281428, 15854003, 47041757, 31205204, 36849089, 43015828, 27098245, 46735331, 9520980, 34482257, 36898055, 8962397 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2002-05-20") } ] }
-{ "id": 11117371, "id-copy": 11117371, "alias": "Jules", "name": "JulesRichardson", "user-since": datetime("2009-12-06T06:21:58.000Z"), "user-since-copy": datetime("2009-12-06T06:21:58.000Z"), "friend-ids": {{ 75701, 18653454, 5088871, 20583891, 46460448, 19742484, 2433030, 30869605, 9273775, 6556358 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2001-09-17"), "end-date": date("2006-06-05") } ] }
-{ "id": 11136910, "id-copy": 11136910, "alias": "Karl", "name": "KarlGarratt", "user-since": datetime("2006-12-22T01:58:50.000Z"), "user-since-copy": datetime("2006-12-22T01:58:50.000Z"), "friend-ids": {{ 753124, 31382435, 30698735, 25951267, 27027532, 34551403, 9451765, 37517863, 3719825, 37613952, 18670991, 39783690, 6592095, 27477830, 31739951, 24458195, 12317249 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-05-11") } ] }
-{ "id": 11147392, "id-copy": 11147392, "alias": "Sarina", "name": "SarinaFlickinger", "user-since": datetime("2011-09-26T12:41:56.000Z"), "user-since-copy": datetime("2011-09-26T12:41:56.000Z"), "friend-ids": {{ 17776087, 9254087, 14735666, 31097664, 36421253, 12595115, 40366588, 9491701, 29725314, 38852857, 46206259, 39281843, 36268114, 29939350, 804107, 36307361, 30999436, 47369074, 3820973, 46362092, 36413930, 8807546, 30260636, 15069463 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2005-03-15") } ] }
-{ "id": 11155816, "id-copy": 11155816, "alias": "Titty", "name": "TittyOneal", "user-since": datetime("2009-06-01T06:21:44.000Z"), "user-since-copy": datetime("2009-06-01T06:21:44.000Z"), "friend-ids": {{ 37016026, 32220220, 47720886, 10358045, 7678433, 22148913, 18800507, 17043803, 29852152, 11426875, 44761613, 32002053, 14686180, 26744098, 34991446, 38818677, 24977770 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2012-05-11"), "end-date": date("2012-05-08") } ] }
-{ "id": 11214976, "id-copy": 11214976, "alias": "Maxwell", "name": "MaxwellBailey", "user-since": datetime("2005-11-25T15:01:26.000Z"), "user-since-copy": datetime("2005-11-25T15:01:26.000Z"), "friend-ids": {{ 22027101, 5782023, 46909646, 27593651, 31079804, 31989634, 7337526, 34757530, 32792041 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2011-04-04") } ] }
-{ "id": 11241523, "id-copy": 11241523, "alias": "Gareth", "name": "GarethFylbrigg", "user-since": datetime("2011-01-05T16:02:25.000Z"), "user-since-copy": datetime("2011-01-05T16:02:25.000Z"), "friend-ids": {{ 45629812, 20113715, 13556523, 29410246, 37849964, 33688575, 35713924, 21492453, 32324177, 5765413, 4491937, 1592640, 2809253, 45152094, 36330032, 25347157, 199553, 16471761, 16621535, 20674800, 42682300, 11354218, 4830164 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2005-10-27"), "end-date": date("2005-12-10") } ] }
-{ "id": 11244283, "id-copy": 11244283, "alias": "Erica", "name": "EricaTilton", "user-since": datetime("2005-12-10T16:37:41.000Z"), "user-since-copy": datetime("2005-12-10T16:37:41.000Z"), "friend-ids": {{ 9476551, 22631836, 44127713, 32391437, 19413944, 4263930, 17603111, 24077268, 31120069, 30869992, 6040985, 3918705, 17640663, 22515182 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2002-02-05"), "end-date": date("2003-07-03") } ] }
-{ "id": 11246161, "id-copy": 11246161, "alias": "Jemima", "name": "JemimaJube", "user-since": datetime("2009-10-13T13:44:48.000Z"), "user-since-copy": datetime("2009-10-13T13:44:48.000Z"), "friend-ids": {{ 35264732, 26686176, 37947249, 9511009, 20544975, 21318354, 2417039, 15051823, 23702057, 34446389, 15435804, 42646090, 14791709 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2012-02-26") } ] }
-{ "id": 11253043, "id-copy": 11253043, "alias": "Joye", "name": "JoyeGadow", "user-since": datetime("2005-10-03T17:22:30.000Z"), "user-since-copy": datetime("2005-10-03T17:22:30.000Z"), "friend-ids": {{ 24978234, 7896483, 14560795, 18402417, 16619973, 5852675, 29679362, 19344221, 33721635, 14137068, 30581619, 9715250, 10966922, 24167091, 36509340 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2011-01-08"), "end-date": date("2011-08-10") } ] }
-{ "id": 11270020, "id-copy": 11270020, "alias": "Ursula", "name": "UrsulaSauter", "user-since": datetime("2006-09-17T06:18:31.000Z"), "user-since-copy": datetime("2006-09-17T06:18:31.000Z"), "friend-ids": {{ 13370394, 5537385, 6651824, 27208272, 3304500, 26518061, 44906267, 27803333, 8618582, 22074752, 20865682, 15343007 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2006-08-01") } ] }
-{ "id": 11271517, "id-copy": 11271517, "alias": "Amaryllis", "name": "AmaryllisNewlove", "user-since": datetime("2009-06-10T04:18:11.000Z"), "user-since-copy": datetime("2009-06-10T04:18:11.000Z"), "friend-ids": {{ 6594489, 17958014, 4087759, 38993546, 1741537, 8374107, 30133658, 33873746 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2004-12-21"), "end-date": date("2011-08-19") } ] }
-{ "id": 11273587, "id-copy": 11273587, "alias": "Timmy", "name": "TimmyBishop", "user-since": datetime("2011-11-08T13:46:03.000Z"), "user-since-copy": datetime("2011-11-08T13:46:03.000Z"), "friend-ids": {{ 42987870, 44400071, 27388256, 10579275, 12546323, 23276512, 382419, 4466999, 8068553, 33814105, 14872828, 35038629, 43462816, 44037440 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2001-08-08") } ] }
-{ "id": 11276305, "id-copy": 11276305, "alias": "Salome", "name": "SalomeGongaware", "user-since": datetime("2007-06-05T10:15:14.000Z"), "user-since-copy": datetime("2007-06-05T10:15:14.000Z"), "friend-ids": {{ 17354378, 35576200, 42905756, 44408264, 45572153, 18424890, 39234162, 42837501, 38464194, 45237502, 30396078, 16316605, 32231800, 35417394, 32796520, 13885091, 31520983, 4624403, 18144193, 45707906, 8211336, 2864876 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2002-03-16") } ] }
-{ "id": 11290870, "id-copy": 11290870, "alias": "Lanford", "name": "LanfordOsteen", "user-since": datetime("2009-03-04T15:04:12.000Z"), "user-since-copy": datetime("2009-03-04T15:04:12.000Z"), "friend-ids": {{ 4397941, 36140649, 12796618, 18235191, 8810154, 10521988, 6580979, 29578654, 46083953, 30113784, 25952539 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2009-08-06") } ] }
-{ "id": 11307037, "id-copy": 11307037, "alias": "Brett", "name": "BrettLeichter", "user-since": datetime("2011-02-24T01:38:23.000Z"), "user-since-copy": datetime("2011-02-24T01:38:23.000Z"), "friend-ids": {{ 16273758, 36959770, 26721660 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2011-11-23") } ] }
-{ "id": 11327029, "id-copy": 11327029, "alias": "Mallory", "name": "MalloryHughes", "user-since": datetime("2007-08-06T22:11:46.000Z"), "user-since-copy": datetime("2007-08-06T22:11:46.000Z"), "friend-ids": {{ 38924183, 22042572, 21014848, 46309217, 1120998, 19755064, 4413438, 38855205, 17626985, 5727472, 1293238 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2006-02-28"), "end-date": date("2006-08-24") } ] }
-{ "id": 11341747, "id-copy": 11341747, "alias": "Margaux", "name": "MargauxBynum", "user-since": datetime("2009-01-16T19:54:27.000Z"), "user-since-copy": datetime("2009-01-16T19:54:27.000Z"), "friend-ids": {{ 27056110, 1770280, 17190314, 18164827, 32684926, 32410281, 27173037, 16864868, 4664026, 31170366, 4296651 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2008-08-20") } ] }
-{ "id": 11362531, "id-copy": 11362531, "alias": "Garey", "name": "GareyChapman", "user-since": datetime("2005-10-13T04:24:29.000Z"), "user-since-copy": datetime("2005-10-13T04:24:29.000Z"), "friend-ids": {{ 20693565, 18896854, 17118168, 12285534, 21434048, 15453439, 42734432, 3627967, 30464042, 11556192, 22808282, 464074, 28100870, 29887664, 19046987, 34996619, 39964690, 22574200, 29497238 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2001-03-05") } ] }
-{ "id": 11366131, "id-copy": 11366131, "alias": "Cayley", "name": "CayleyGronko", "user-since": datetime("2005-03-06T13:24:19.000Z"), "user-since-copy": datetime("2005-03-06T13:24:19.000Z"), "friend-ids": {{ 26623267, 47792710, 27975124, 19721566, 45092752, 32954140, 25835098 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2006-09-14"), "end-date": date("2010-06-02") } ] }
-{ "id": 11378911, "id-copy": 11378911, "alias": "Courtney", "name": "CourtneyBashline", "user-since": datetime("2010-10-21T06:13:06.000Z"), "user-since-copy": datetime("2010-10-21T06:13:06.000Z"), "friend-ids": {{ 19627264, 13699162 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2002-06-21") } ] }
-{ "id": 11380807, "id-copy": 11380807, "alias": "Mckinley", "name": "MckinleyGeyer", "user-since": datetime("2008-02-17T13:01:21.000Z"), "user-since-copy": datetime("2008-02-17T13:01:21.000Z"), "friend-ids": {{ 16655526, 20048717, 15998744, 39702027, 28153175, 40825599, 38372618 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2010-11-26") } ] }
-{ "id": 11386210, "id-copy": 11386210, "alias": "Dale", "name": "DaleGreenwood", "user-since": datetime("2007-04-17T19:02:45.000Z"), "user-since-copy": datetime("2007-04-17T19:02:45.000Z"), "friend-ids": {{ 3669916 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2002-09-11") } ] }
-{ "id": 11404780, "id-copy": 11404780, "alias": "Carol", "name": "CarolCox", "user-since": datetime("2009-07-07T23:58:07.000Z"), "user-since-copy": datetime("2009-07-07T23:58:07.000Z"), "friend-ids": {{ 41450896, 12332484, 18515318, 39039576, 2336271, 47313837, 4655597, 40110200, 7357446, 24291515, 8898678, 28911118, 20372890, 1296082, 42558011, 5719716, 6830197 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2005-01-14") } ] }
-{ "id": 11412382, "id-copy": 11412382, "alias": "Gosse", "name": "GosseSutton", "user-since": datetime("2011-01-07T02:19:16.000Z"), "user-since-copy": datetime("2011-01-07T02:19:16.000Z"), "friend-ids": {{ 25790586, 42348812, 39275252, 32764855, 11642271, 15982736, 21971689, 13168697, 38246675, 40514837, 20840965 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2010-12-18"), "end-date": date("2011-01-09") } ] }
-{ "id": 11412640, "id-copy": 11412640, "alias": "Larry", "name": "LarryEisaman", "user-since": datetime("2005-04-23T10:38:04.000Z"), "user-since-copy": datetime("2005-04-23T10:38:04.000Z"), "friend-ids": {{ 15063821, 35006785, 18241384, 5967937, 45426140, 44234765, 3244540, 3222784, 36330320 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2001-07-05") } ] }
-{ "id": 11415055, "id-copy": 11415055, "alias": "Zavia", "name": "ZaviaLombardi", "user-since": datetime("2006-01-10T02:11:24.000Z"), "user-since-copy": datetime("2006-01-10T02:11:24.000Z"), "friend-ids": {{ 25953753, 952678, 31067065 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2003-06-27"), "end-date": date("2010-07-02") } ] }
-{ "id": 11427397, "id-copy": 11427397, "alias": "Oscar", "name": "OscarMillhouse", "user-since": datetime("2012-04-07T04:52:39.000Z"), "user-since-copy": datetime("2012-04-07T04:52:39.000Z"), "friend-ids": {{ 27577077, 26831616, 24024317, 24669981, 15864715, 41688094, 25689775, 19288762, 25015698, 24343183, 30170416, 39881555, 29378159, 6748762, 45948007 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2012-05-15") } ] }
-{ "id": 11428300, "id-copy": 11428300, "alias": "Major", "name": "MajorGreenawalt", "user-since": datetime("2006-12-02T06:43:13.000Z"), "user-since-copy": datetime("2006-12-02T06:43:13.000Z"), "friend-ids": {{ 8021918, 4810021, 34724015, 45030049, 36575685, 44527472 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2002-04-17") } ] }
-{ "id": 11445889, "id-copy": 11445889, "alias": "Milford", "name": "MilfordTeagarden", "user-since": datetime("2006-06-07T19:18:28.000Z"), "user-since-copy": datetime("2006-06-07T19:18:28.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "subtam", "start-date": date("2003-07-26") } ] }
-{ "id": 11448565, "id-copy": 11448565, "alias": "Martie", "name": "MartiePoley", "user-since": datetime("2010-07-02T14:37:46.000Z"), "user-since-copy": datetime("2010-07-02T14:37:46.000Z"), "friend-ids": {{ 45198632, 14347405, 14595348, 4990646, 44745176, 21949325, 9155582, 3970455, 10097690, 35781298, 46746615, 35535590, 16561713, 31169880, 22467369 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2006-02-08") } ] }
-{ "id": 11468158, "id-copy": 11468158, "alias": "Pamelia", "name": "PameliaShaner", "user-since": datetime("2005-07-11T18:28:07.000Z"), "user-since-copy": datetime("2005-07-11T18:28:07.000Z"), "friend-ids": {{ 8892753, 24751024, 7162523, 38425260, 8752332, 23371746, 6673241, 22278741, 46403700 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2006-02-04") } ] }
-{ "id": 11471689, "id-copy": 11471689, "alias": "Bevis", "name": "BevisWhishaw", "user-since": datetime("2011-03-05T23:14:53.000Z"), "user-since-copy": datetime("2011-03-05T23:14:53.000Z"), "friend-ids": {{ 27818002, 43784015, 39101258, 28170566, 38541659, 43935487, 907437, 25457112, 4731176, 35304801, 30364855, 33197014, 27028915, 21746182, 47624076, 41599425, 8592245 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2000-04-04"), "end-date": date("2009-05-08") } ] }
-{ "id": 11474374, "id-copy": 11474374, "alias": "Waldo", "name": "WaldoKnapp", "user-since": datetime("2008-08-17T21:17:28.000Z"), "user-since-copy": datetime("2008-08-17T21:17:28.000Z"), "friend-ids": {{ 33358772, 16499546, 8631001, 6045567, 45554236, 36229482, 354579, 11884970, 23657774, 32568373 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-11-18") } ] }
-{ "id": 11481961, "id-copy": 11481961, "alias": "Ralph", "name": "RalphMinnie", "user-since": datetime("2008-09-03T03:36:09.000Z"), "user-since-copy": datetime("2008-09-03T03:36:09.000Z"), "friend-ids": {{ 28795092, 15427393, 13323116, 6103928, 22507606, 38931008, 8419762, 30922606, 11217439, 41769747, 19668638, 26796252, 26750627, 4855539, 11170229, 30124829, 16596482, 15728547, 46139530, 43784722, 20640234, 22313927, 16136087, 39688415 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2006-02-13") } ] }
-{ "id": 11488420, "id-copy": 11488420, "alias": "Rik", "name": "RikSell", "user-since": datetime("2011-04-24T10:10:24.000Z"), "user-since-copy": datetime("2011-04-24T10:10:24.000Z"), "friend-ids": {{ 37808691, 28841986, 27850488, 28093210, 9165013, 45941806, 5194022, 39773028, 45473967, 44833113, 27429268 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2002-09-23"), "end-date": date("2010-06-23") } ] }
-{ "id": 11490220, "id-copy": 11490220, "alias": "Ernestine", "name": "ErnestineWheeler", "user-since": datetime("2005-01-27T23:36:35.000Z"), "user-since-copy": datetime("2005-01-27T23:36:35.000Z"), "friend-ids": {{ 12995063, 40353122, 11162426, 42762839, 9575788, 7725738, 29883894, 48002015, 5516807, 12731814, 33203496, 44912740, 19681146, 5849671, 4702317 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2008-06-16"), "end-date": date("2011-12-01") } ] }
-{ "id": 11529952, "id-copy": 11529952, "alias": "Charles", "name": "CharlesHarrow", "user-since": datetime("2008-11-24T19:27:12.000Z"), "user-since-copy": datetime("2008-11-24T19:27:12.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2005-06-08"), "end-date": date("2011-10-27") } ] }
-{ "id": 11533327, "id-copy": 11533327, "alias": "Miguel", "name": "MiguelSteiner", "user-since": datetime("2007-12-08T18:21:30.000Z"), "user-since-copy": datetime("2007-12-08T18:21:30.000Z"), "friend-ids": {{ 41619494, 4881397, 29302201, 26654760, 9690024, 15599321, 37163728, 2420315, 46258007, 15076674, 6757461 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2001-08-19"), "end-date": date("2008-10-15") } ] }
-{ "id": 11536078, "id-copy": 11536078, "alias": "Scot", "name": "ScotSwartzbaugh", "user-since": datetime("2007-06-02T13:28:19.000Z"), "user-since-copy": datetime("2007-06-02T13:28:19.000Z"), "friend-ids": {{ 160897, 11035428, 35908585, 14713740, 16036400, 21530456, 31659920, 33439685, 42771513, 42899492, 42315848, 17885118, 12371932, 47219421, 45350312, 33755309, 30284897, 34557464, 21531204, 26093690 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2002-02-23"), "end-date": date("2005-03-24") } ] }
-{ "id": 11538001, "id-copy": 11538001, "alias": "Milo", "name": "MiloGarland", "user-since": datetime("2007-09-12T09:40:42.000Z"), "user-since-copy": datetime("2007-09-12T09:40:42.000Z"), "friend-ids": {{ 7363153, 7252759 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2011-09-03"), "end-date": date("2011-10-27") } ] }
-{ "id": 11540278, "id-copy": 11540278, "alias": "Flora", "name": "FloraSaltser", "user-since": datetime("2007-11-20T08:52:26.000Z"), "user-since-copy": datetime("2007-11-20T08:52:26.000Z"), "friend-ids": {{ 44172124, 43836609, 2821020, 356092, 25456578, 14806637, 19970466, 15369859, 23267393, 34480680, 42574031, 39606777, 17221367, 19617483, 1364901, 21402012, 4999365, 31098654, 34512618, 44652673, 14757091, 9755310, 39190510 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2012-07-07") } ] }
-{ "id": 11542174, "id-copy": 11542174, "alias": "Pacey", "name": "PaceyTripp", "user-since": datetime("2011-11-07T08:36:12.000Z"), "user-since-copy": datetime("2011-11-07T08:36:12.000Z"), "friend-ids": {{ 35602078, 32622628, 34826581, 34837077, 41522736, 14908313, 42986568 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2006-07-08") } ] }
-{ "id": 11542519, "id-copy": 11542519, "alias": "Colten", "name": "ColtenDemuth", "user-since": datetime("2012-02-09T01:22:04.000Z"), "user-since-copy": datetime("2012-02-09T01:22:04.000Z"), "friend-ids": {{ 15666280, 36489446, 45424145, 47509110, 24198688, 42545568, 30526545, 43828073, 26402530, 23632737, 20385217, 35055795, 38789042, 34967858, 521531, 47834820, 20307524 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2008-04-10") } ] }
-{ "id": 11570326, "id-copy": 11570326, "alias": "Linden", "name": "LindenFilby", "user-since": datetime("2007-08-16T03:11:11.000Z"), "user-since-copy": datetime("2007-08-16T03:11:11.000Z"), "friend-ids": {{ 6549689, 15243636, 3147666 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2010-02-23"), "end-date": date("2010-04-22") } ] }
-{ "id": 11573350, "id-copy": 11573350, "alias": "Sommer", "name": "SommerGregory", "user-since": datetime("2007-08-25T21:50:51.000Z"), "user-since-copy": datetime("2007-08-25T21:50:51.000Z"), "friend-ids": {{ 6622046, 40071999, 24631984, 42427860, 13378139, 27659078, 32813734, 20145238, 15342806, 9562288, 24211264, 29951003, 3620479, 43701781, 22474191, 6298296, 4047189, 27133942, 8058121, 9928231, 31835361, 6234235, 6100660, 1575061 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-12-09"), "end-date": date("2010-01-16") } ] }
-{ "id": 11587666, "id-copy": 11587666, "alias": "Kathi", "name": "KathiJenner", "user-since": datetime("2012-02-20T01:58:30.000Z"), "user-since-copy": datetime("2012-02-20T01:58:30.000Z"), "friend-ids": {{ 37156773, 10519382, 11009989, 47883115, 13123467, 36990044, 8554049, 47075065, 11896169, 42580126, 43261036, 15337748, 35985068, 44438965, 33507413, 40063633, 32559158, 32202309, 25536635 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2001-01-01") } ] }
-{ "id": 11610913, "id-copy": 11610913, "alias": "Vic", "name": "VicDiegel", "user-since": datetime("2008-08-03T21:05:21.000Z"), "user-since-copy": datetime("2008-08-03T21:05:21.000Z"), "friend-ids": {{ 15275871, 8304749, 7803583, 45134147, 36058489, 7180792, 2104280, 4322584, 39304177, 43050196, 32955811, 4161448, 3187410, 47263593 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-03-11") } ] }
-{ "id": 11626990, "id-copy": 11626990, "alias": "Filiberto", "name": "FilibertoFonblanque", "user-since": datetime("2006-05-18T07:38:32.000Z"), "user-since-copy": datetime("2006-05-18T07:38:32.000Z"), "friend-ids": {{ 41443868, 30006940, 14137070, 14868792, 47991977, 39513958, 32787637, 1389727, 28607710, 21537795, 42395037, 11730902, 25246772, 24475669, 35786951, 32795214 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2007-08-11") } ] }
-{ "id": 11659888, "id-copy": 11659888, "alias": "Nannie", "name": "NannieWoodworth", "user-since": datetime("2006-12-11T15:30:08.000Z"), "user-since-copy": datetime("2006-12-11T15:30:08.000Z"), "friend-ids": {{ 30803046, 33105462, 14783423, 5069473, 15960335 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2006-10-12") } ] }
-{ "id": 11668552, "id-copy": 11668552, "alias": "Kassandra", "name": "KassandraJames", "user-since": datetime("2010-09-27T18:12:59.000Z"), "user-since-copy": datetime("2010-09-27T18:12:59.000Z"), "friend-ids": {{ 27400643, 15449089, 802964, 45059523, 9603951, 20911122, 46243977, 45487995, 34528880, 16093159, 22484957, 3951663, 12349433, 7887502, 34786818, 13014384, 28307526, 30476565, 7746152, 17600641, 36877141, 4513081, 25065078 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-04"), "end-date": date("2012-08-25") } ] }
-{ "id": 11674741, "id-copy": 11674741, "alias": "Soon", "name": "SoonBillimek", "user-since": datetime("2009-03-02T12:08:16.000Z"), "user-since-copy": datetime("2009-03-02T12:08:16.000Z"), "friend-ids": {{ 26069920, 16634341, 13963293, 27425934, 19271848, 22444876, 42264629, 39307655, 21118192, 27961060, 12398172, 13202296, 23221559, 34323488, 1588557, 42672479, 19548482, 28266272, 6241122, 13633490 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2006-01-19"), "end-date": date("2011-03-25") } ] }
-{ "id": 11676574, "id-copy": 11676574, "alias": "Isidore", "name": "IsidoreCatlay", "user-since": datetime("2012-08-26T08:28:08.000Z"), "user-since-copy": datetime("2012-08-26T08:28:08.000Z"), "friend-ids": {{ 46189001 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2001-03-07") } ] }
-{ "id": 11698384, "id-copy": 11698384, "alias": "Bernetta", "name": "BernettaFiddler", "user-since": datetime("2012-06-20T20:05:46.000Z"), "user-since-copy": datetime("2012-06-20T20:05:46.000Z"), "friend-ids": {{ 12203676 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2000-03-06") } ] }
-{ "id": 11708152, "id-copy": 11708152, "alias": "Gil", "name": "GilElsas", "user-since": datetime("2009-04-08T15:40:59.000Z"), "user-since-copy": datetime("2009-04-08T15:40:59.000Z"), "friend-ids": {{ 14661698, 22657473, 28892770, 39654430, 46338819, 44974094, 38564659, 24819725, 21550883, 37711934, 37285158, 20050610, 19163447, 10974750, 47513067, 43771947, 23633824 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2002-09-21"), "end-date": date("2011-03-11") } ] }
-{ "id": 11709478, "id-copy": 11709478, "alias": "Jonty", "name": "JontyCurry", "user-since": datetime("2006-09-08T22:15:05.000Z"), "user-since-copy": datetime("2006-09-08T22:15:05.000Z"), "friend-ids": {{ 1684909, 3914449, 16704128, 11890093, 44073634, 24897496 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2006-03-01") } ] }
-{ "id": 11713315, "id-copy": 11713315, "alias": "Chung", "name": "ChungStroble", "user-since": datetime("2005-10-20T22:59:27.000Z"), "user-since-copy": datetime("2005-10-20T22:59:27.000Z"), "friend-ids": {{ 13105744, 9160760, 37104436, 33688116, 31455484, 44428287 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2002-12-03"), "end-date": date("2010-10-06") } ] }
-{ "id": 11720794, "id-copy": 11720794, "alias": "Alisha", "name": "AlishaTue", "user-since": datetime("2010-08-11T01:17:31.000Z"), "user-since-copy": datetime("2010-08-11T01:17:31.000Z"), "friend-ids": {{ 6380101, 43972052, 6557931, 42465959, 21268624, 35831867, 45839471, 37781645, 34750475, 35886124, 4491900 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2001-02-02") } ] }
-{ "id": 11725939, "id-copy": 11725939, "alias": "Clover", "name": "CloverAlice", "user-since": datetime("2007-07-12T05:17:52.000Z"), "user-since-copy": datetime("2007-07-12T05:17:52.000Z"), "friend-ids": {{ 24426905, 6647137, 25463555, 11443041, 10549599, 35925634, 4053835, 11813301, 6976204, 26680887, 29934690, 7935338, 45092791, 30510709 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2000-05-04"), "end-date": date("2000-08-24") } ] }
-{ "id": 11735830, "id-copy": 11735830, "alias": "Maryvonne", "name": "MaryvonneHarrold", "user-since": datetime("2007-12-03T06:30:43.000Z"), "user-since-copy": datetime("2007-12-03T06:30:43.000Z"), "friend-ids": {{ 27842540, 46624942, 21701969, 33750891, 28523702, 38840881, 1497785, 32357938, 19740312, 1880841, 41116687, 35621654, 46917268, 14610853, 33099367, 8710534 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2004-10-04") } ] }
-{ "id": 11758474, "id-copy": 11758474, "alias": "Xavier", "name": "XavierAtweeke", "user-since": datetime("2011-10-03T12:35:37.000Z"), "user-since-copy": datetime("2011-10-03T12:35:37.000Z"), "friend-ids": {{ 30110740, 41016650, 23732518, 14585316, 34474077, 47591093, 10803514, 8912354, 43455040, 21960801, 31978150, 40693811, 14585416, 36411476, 20556412, 44978412, 7266670, 506620, 7686872 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2004-03-07") } ] }
-{ "id": 11774587, "id-copy": 11774587, "alias": "Shari", "name": "ShariMortland", "user-since": datetime("2012-07-21T10:15:22.000Z"), "user-since-copy": datetime("2012-07-21T10:15:22.000Z"), "friend-ids": {{ 17661326, 29399532, 38328734, 38063295, 46008807, 29873254, 4407085, 27903240 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2005-05-18") } ] }
-{ "id": 11783038, "id-copy": 11783038, "alias": "Cecily", "name": "CecilyRamsey", "user-since": datetime("2011-01-20T23:39:28.000Z"), "user-since-copy": datetime("2011-01-20T23:39:28.000Z"), "friend-ids": {{ 30228589, 45494315, 36823967, 2965036, 37243358, 7140131, 8303981, 10041948, 41439178, 24261471, 16906521, 46190105, 45392996, 21067630, 26632248, 44955893 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2000-03-25"), "end-date": date("2010-06-25") } ] }
-{ "id": 11786815, "id-copy": 11786815, "alias": "Micheal", "name": "MichealTreeby", "user-since": datetime("2008-06-04T14:59:23.000Z"), "user-since-copy": datetime("2008-06-04T14:59:23.000Z"), "friend-ids": {{ 15590922, 1367468, 37464776, 21877607, 38646966, 46702919, 46771039, 4688915, 41827211, 6556380 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2003-09-17") } ] }
-{ "id": 11801005, "id-copy": 11801005, "alias": "Jacques", "name": "JacquesWhitling", "user-since": datetime("2007-05-20T05:42:21.000Z"), "user-since-copy": datetime("2007-05-20T05:42:21.000Z"), "friend-ids": {{ 45134681, 48016178 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2006-12-07") } ] }
-{ "id": 11804755, "id-copy": 11804755, "alias": "Humbert", "name": "HumbertArmitage", "user-since": datetime("2008-01-01T21:14:34.000Z"), "user-since-copy": datetime("2008-01-01T21:14:34.000Z"), "friend-ids": {{ 15498777, 1984479, 18672418, 13137212, 17931875, 10446256, 39250716, 9422828, 35469173, 35940705, 44217206 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2005-11-12") } ] }
-{ "id": 11818252, "id-copy": 11818252, "alias": "Sandee", "name": "SandeeBlair", "user-since": datetime("2008-12-22T20:09:56.000Z"), "user-since-copy": datetime("2008-12-22T20:09:56.000Z"), "friend-ids": {{ 35579096, 13690328, 19410347, 10601941, 13140634, 19728850 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2007-09-24") } ] }
-{ "id": 11821996, "id-copy": 11821996, "alias": "Latanya", "name": "LatanyaZalack", "user-since": datetime("2010-12-07T15:20:09.000Z"), "user-since-copy": datetime("2010-12-07T15:20:09.000Z"), "friend-ids": {{ 23521495, 43957220, 3823403, 34033770 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2008-04-17") } ] }
-{ "id": 11830663, "id-copy": 11830663, "alias": "Bettie", "name": "BettieKing", "user-since": datetime("2009-11-06T15:04:55.000Z"), "user-since-copy": datetime("2009-11-06T15:04:55.000Z"), "friend-ids": {{ 46068058, 35215092, 34850678, 9126970, 16472040, 20000261, 17610567, 37016763, 19830405, 38071058, 43961371, 13092410, 24867008, 12366628, 15539063, 15611017, 1343975, 43254018, 30838755, 30488641, 38027133, 5701592 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2003-04-10") } ] }
-{ "id": 11857618, "id-copy": 11857618, "alias": "Glenda", "name": "GlendaPyle", "user-since": datetime("2009-01-05T13:34:53.000Z"), "user-since-copy": datetime("2009-01-05T13:34:53.000Z"), "friend-ids": {{ 31083833, 39371819, 38336556, 7590988, 17022330, 8016611, 41444367, 13194826, 1589028, 37076285, 33481940, 22093098, 9959371, 35262849, 20744580, 33226729, 35025566, 46396680, 30247311, 6884899, 35691024, 40965552, 46106170 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2000-02-19") } ] }
-{ "id": 11886532, "id-copy": 11886532, "alias": "Tel", "name": "TelGardner", "user-since": datetime("2009-10-06T10:33:32.000Z"), "user-since-copy": datetime("2009-10-06T10:33:32.000Z"), "friend-ids": {{ 37243107, 36561786, 3939621, 13531917, 7768514, 31689833, 27145019, 9462172, 40579935, 32184519, 8668855, 26137893, 5582080, 4847233, 10244448, 42634758, 34911290, 10834989, 34800551, 14109743 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2010-07-24") } ] }
-{ "id": 11894854, "id-copy": 11894854, "alias": "Connor", "name": "ConnorWilliamson", "user-since": datetime("2011-09-16T22:24:17.000Z"), "user-since-copy": datetime("2011-09-16T22:24:17.000Z"), "friend-ids": {{ 19318451, 47946991, 1913830, 45324890, 47189256, 39211392, 6998884, 4344587, 24720830, 4355756, 19102058, 34241496, 39408673, 1360498, 7695088, 25754984, 21796436 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2007-09-19"), "end-date": date("2010-07-22") } ] }
-{ "id": 11899576, "id-copy": 11899576, "alias": "Raven", "name": "RavenAdams", "user-since": datetime("2011-12-02T12:46:45.000Z"), "user-since-copy": datetime("2011-12-02T12:46:45.000Z"), "friend-ids": {{ 33232775, 8985272, 34257645, 15577012, 3749136, 36721837, 17368752, 36931534, 30688133, 36202643, 8373322, 34639728, 10776563, 5758944, 19414939, 46764976, 29704238, 38970621, 9462886, 46724087, 29191126, 9001393 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2003-03-02") } ] }
-{ "id": 11899861, "id-copy": 11899861, "alias": "Jacki", "name": "JackiLeach", "user-since": datetime("2009-01-07T13:33:40.000Z"), "user-since-copy": datetime("2009-01-07T13:33:40.000Z"), "friend-ids": {{ 17554995, 17598007, 2855045, 4108843, 47202404, 42565398, 45821410, 32619673, 7988594, 7631349, 20552170, 13116128, 14526615, 17916951, 43018507, 18114607 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-06-24") } ] }
-{ "id": 11920078, "id-copy": 11920078, "alias": "Alane", "name": "AlaneRichter", "user-since": datetime("2005-04-12T04:06:03.000Z"), "user-since-copy": datetime("2005-04-12T04:06:03.000Z"), "friend-ids": {{ 18326190, 34366549, 13047472, 29553920, 6210406, 41865352, 26108964, 15042193, 33225025, 7014329, 11051157, 37032436, 8025322, 21902099, 22953955, 42645725, 29144585 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2006-04-24") } ] }
-{ "id": 11920375, "id-copy": 11920375, "alias": "Terance", "name": "TeranceSaylor", "user-since": datetime("2005-02-09T10:33:47.000Z"), "user-since-copy": datetime("2005-02-09T10:33:47.000Z"), "friend-ids": {{ 17869677, 39051840, 6852335, 6153367, 1318628, 9983745, 5401091, 32798056, 42870494, 10337793, 43570623, 3233493, 38297525, 43712104, 15430099, 36703995, 25022620, 3681464, 21499719, 33737350, 6602331, 35391438, 47011233 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2005-11-05"), "end-date": date("2011-04-20") } ] }
-{ "id": 11943412, "id-copy": 11943412, "alias": "Kizzie", "name": "KizzieBillimek", "user-since": datetime("2011-08-25T09:24:43.000Z"), "user-since-copy": datetime("2011-08-25T09:24:43.000Z"), "friend-ids": {{ 47433684, 41380366, 5933545, 6348490, 24429719, 22579519, 21550752, 4653838, 44131628, 7980571, 3208666, 35631166, 13693250, 41263305, 29172668, 24656473, 31110672, 11323134, 23674731, 37422602, 20327470, 13419973 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2012-03-18"), "end-date": date("2012-06-09") } ] }
-{ "id": 11972860, "id-copy": 11972860, "alias": "Isador", "name": "IsadorCattley", "user-since": datetime("2005-04-10T23:37:49.000Z"), "user-since-copy": datetime("2005-04-10T23:37:49.000Z"), "friend-ids": {{ 39841874, 9405322, 3110197, 39455453, 11331432, 31809217, 45852118, 12899824, 19561127, 3413313, 19872192, 13427579, 140732, 6913603 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2006-01-01"), "end-date": date("2009-11-22") } ] }
-{ "id": 11989228, "id-copy": 11989228, "alias": "Jaden", "name": "JadenKelley", "user-since": datetime("2006-11-12T15:45:55.000Z"), "user-since-copy": datetime("2006-11-12T15:45:55.000Z"), "friend-ids": {{ 39881086, 47143027, 9394301, 17338199, 16961896, 6602092, 46708527, 24050942, 20543677, 13309656 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2003-10-19") } ] }
-{ "id": 11990740, "id-copy": 11990740, "alias": "Vernon", "name": "VernonBarnes", "user-since": datetime("2005-05-25T09:07:06.000Z"), "user-since-copy": datetime("2005-05-25T09:07:06.000Z"), "friend-ids": {{ 44677447, 20354746, 30157224, 29686873, 9413456, 11656099, 25404439, 24706566, 45005726, 22096097, 29868918, 12109246, 38948331, 2643312, 41565707, 17566751, 8045341, 25358960, 43614095, 28262168, 14405467, 22519550 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2012-01-23") } ] }
-{ "id": 11996683, "id-copy": 11996683, "alias": "Ivy", "name": "IvyReddish", "user-since": datetime("2008-10-09T09:54:46.000Z"), "user-since-copy": datetime("2008-10-09T09:54:46.000Z"), "friend-ids": {{ 42344158, 40312093, 15782003 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2003-04-16") } ] }
-{ "id": 9004354, "id-copy": 9004354, "alias": "Deshawn", "name": "DeshawnGarneys", "user-since": datetime("2010-07-21T12:45:03.000Z"), "user-since-copy": datetime("2010-07-21T12:45:03.000Z"), "friend-ids": {{ 46096495, 1526403 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2011-07-08") } ] }
-{ "id": 9025786, "id-copy": 9025786, "alias": "Terrance", "name": "TerranceFinlay", "user-since": datetime("2009-12-28T02:19:23.000Z"), "user-since-copy": datetime("2009-12-28T02:19:23.000Z"), "friend-ids": {{ 45324679, 13507068, 46678304, 37010727, 44866157, 12584675, 34305776, 14467180, 37751377, 2448873, 32584169, 14120838, 8902593, 31955437, 13436805 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2012-02-19"), "end-date": date("2012-07-25") } ] }
-{ "id": 9029377, "id-copy": 9029377, "alias": "Boyce", "name": "BoyceAnderson", "user-since": datetime("2010-12-18T14:17:12.000Z"), "user-since-copy": datetime("2010-12-18T14:17:12.000Z"), "friend-ids": {{ 19260027, 21449100, 35898407, 34501982 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2007-06-25") } ] }
-{ "id": 9041578, "id-copy": 9041578, "alias": "Kristia", "name": "KristiaWillcox", "user-since": datetime("2012-01-09T10:29:02.000Z"), "user-since-copy": datetime("2012-01-09T10:29:02.000Z"), "friend-ids": {{ 29794000, 34515675, 3759231, 14418948, 35788028, 34225561, 20821065, 27582458, 4424723 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2005-06-04"), "end-date": date("2008-01-13") } ] }
-{ "id": 9041992, "id-copy": 9041992, "alias": "Royston", "name": "RoystonBatten", "user-since": datetime("2009-06-27T08:09:45.000Z"), "user-since-copy": datetime("2009-06-27T08:09:45.000Z"), "friend-ids": {{ 35666317, 30439304, 35405688, 2079220, 5996407, 40490306, 33188983, 24455609, 4293738, 29028817, 32566429, 10186823 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2002-04-04"), "end-date": date("2010-06-28") } ] }
-{ "id": 9046852, "id-copy": 9046852, "alias": "Mauro", "name": "MauroChase", "user-since": datetime("2011-04-18T20:18:58.000Z"), "user-since-copy": datetime("2011-04-18T20:18:58.000Z"), "friend-ids": {{ 28268506, 13880377, 18637778, 27129860, 47146036, 23136396, 34534506, 23274864, 38781071, 9644011, 34754620, 45178277, 33832472, 31871984, 47201051, 42153557, 12418584, 37615805, 35474951, 29273401, 4845352, 18687033 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2012-05-14"), "end-date": date("2012-06-25") } ] }
-{ "id": 9067279, "id-copy": 9067279, "alias": "Jeanine", "name": "JeanineEmrick", "user-since": datetime("2011-06-25T09:43:07.000Z"), "user-since-copy": datetime("2011-06-25T09:43:07.000Z"), "friend-ids": {{ 12884712, 45104617, 41134568, 15844605, 645264, 33182092, 16884335, 46281324, 3977219, 5682848, 441588, 26025738, 3165091, 21821928, 23073877 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2012-01-02") } ] }
-{ "id": 9069397, "id-copy": 9069397, "alias": "Manuel", "name": "ManuelTrevithick", "user-since": datetime("2009-01-25T00:11:22.000Z"), "user-since-copy": datetime("2009-01-25T00:11:22.000Z"), "friend-ids": {{ 1121944, 14645273, 16100117, 45331540, 17901062, 7344920, 22533580, 16386626, 4267586, 34975914, 28841442, 38737330, 31607047, 11785331, 9617022, 44328180, 30996836, 14315445, 18464409, 21038654, 14409120, 12230754, 25856707 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2011-10-12"), "end-date": date("2011-03-28") } ] }
-{ "id": 9077020, "id-copy": 9077020, "alias": "Marquis", "name": "MarquisBunten", "user-since": datetime("2008-08-23T04:31:07.000Z"), "user-since-copy": datetime("2008-08-23T04:31:07.000Z"), "friend-ids": {{ 16894897, 21101342, 27872737, 14878739, 47969914, 38986368, 20779589, 4491084, 21066166, 40159242, 25290828, 43152855, 41928030, 2282944 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2001-07-16") } ] }
-{ "id": 9082201, "id-copy": 9082201, "alias": "Alberic", "name": "AlbericCrawford", "user-since": datetime("2005-02-11T07:41:05.000Z"), "user-since-copy": datetime("2005-02-11T07:41:05.000Z"), "friend-ids": {{ 26925567, 6108069, 30484049, 4903722, 4579631, 21166966, 3892344, 6259030, 32887933, 7183018, 46041497, 23448710, 47887528, 3679587, 7140571, 47671072, 4554470, 23481403, 16738975, 4885244 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2006-10-10") } ] }
-{ "id": 9083791, "id-copy": 9083791, "alias": "Lashay", "name": "LashayLeonard", "user-since": datetime("2008-07-03T04:52:06.000Z"), "user-since-copy": datetime("2008-07-03T04:52:06.000Z"), "friend-ids": {{ 16762687, 32021842, 851915, 36102981, 3553783, 30756474, 12043049, 16852621, 35699568, 4425852, 35227725, 25748188, 9140215, 24886626, 1945167, 12733697, 20761965 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2003-05-19"), "end-date": date("2006-10-16") } ] }
-{ "id": 9087292, "id-copy": 9087292, "alias": "Kiersten", "name": "KierstenRawls", "user-since": datetime("2005-03-21T08:42:24.000Z"), "user-since-copy": datetime("2005-03-21T08:42:24.000Z"), "friend-ids": {{ 5551555, 2958358, 17900476, 23956783, 31634897, 12573318, 32475113, 47343698, 40929064, 39881831, 38067700, 3519291, 19229024, 4383684, 13932328, 16414275, 8654888, 16145374, 26880764 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-03-10") } ] }
-{ "id": 9098314, "id-copy": 9098314, "alias": "Terrance", "name": "TerranceWilkerson", "user-since": datetime("2010-07-01T06:01:32.000Z"), "user-since-copy": datetime("2010-07-01T06:01:32.000Z"), "friend-ids": {{ 32477103, 38306013, 36022406, 25594192, 10966661, 28537611, 5444323, 16012053, 43228208, 30344050, 22600011, 42820310, 37103995, 6359985 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2012-01-24") } ] }
-{ "id": 9112336, "id-copy": 9112336, "alias": "Marlin", "name": "MarlinRosenstiehl", "user-since": datetime("2010-09-26T04:27:50.000Z"), "user-since-copy": datetime("2010-09-26T04:27:50.000Z"), "friend-ids": {{ 10225686, 16259250, 11552542, 28661586, 8900635, 27988260 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2011-12-05") } ] }
-{ "id": 9133714, "id-copy": 9133714, "alias": "Wil", "name": "WilDale", "user-since": datetime("2009-12-04T18:40:04.000Z"), "user-since-copy": datetime("2009-12-04T18:40:04.000Z"), "friend-ids": {{ 40400811, 26528322 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2005-10-08"), "end-date": date("2007-03-23") } ] }
-{ "id": 9139966, "id-copy": 9139966, "alias": "Elwood", "name": "ElwoodDavis", "user-since": datetime("2009-04-25T20:38:07.000Z"), "user-since-copy": datetime("2009-04-25T20:38:07.000Z"), "friend-ids": {{ 28327906, 35534034, 3278109, 20721373, 40303614, 22594044, 3292862, 42117489, 18133788, 31771270, 43837818, 36567026 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2004-09-03"), "end-date": date("2011-07-03") } ] }
-{ "id": 9151357, "id-copy": 9151357, "alias": "Clover", "name": "CloverTedrow", "user-since": datetime("2012-04-04T22:46:03.000Z"), "user-since-copy": datetime("2012-04-04T22:46:03.000Z"), "friend-ids": {{ 47959325, 11808875, 46311157, 33138600, 15486362, 27921017, 32586367, 24379643, 14793815, 5841252, 22249573, 2147304, 47811082, 40329394, 4601822, 27977744, 45733056 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2002-09-07"), "end-date": date("2006-08-04") } ] }
-{ "id": 9160906, "id-copy": 9160906, "alias": "Cathryn", "name": "CathrynReamer", "user-since": datetime("2010-10-08T06:24:51.000Z"), "user-since-copy": datetime("2010-10-08T06:24:51.000Z"), "friend-ids": {{ 30962953 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2006-10-28"), "end-date": date("2010-03-14") } ] }
-{ "id": 9174313, "id-copy": 9174313, "alias": "Hal", "name": "HalHasely", "user-since": datetime("2008-01-28T17:01:16.000Z"), "user-since-copy": datetime("2008-01-28T17:01:16.000Z"), "friend-ids": {{ 9058102, 40616538, 45706325, 991699, 37832260, 4793008, 36372035, 23272432, 36685642, 2621984, 9576806, 14325601, 41449409, 16499609, 20610820, 1564035, 20738111, 19735088, 31942764, 34813086 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-10-16") } ] }
-{ "id": 9179122, "id-copy": 9179122, "alias": "Zach", "name": "ZachMilliron", "user-since": datetime("2011-07-28T01:09:04.000Z"), "user-since-copy": datetime("2011-07-28T01:09:04.000Z"), "friend-ids": {{ 40552138, 19204406, 46806031, 18794200, 45071131, 40119114, 23955279, 11126709, 37101358, 23332998, 1172034, 41496458, 32278235, 30949991, 148070, 6360227, 7378339, 33611217 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2000-06-26") } ] }
-{ "id": 9187549, "id-copy": 9187549, "alias": "Lenny", "name": "LennyField", "user-since": datetime("2008-09-11T10:50:10.000Z"), "user-since-copy": datetime("2008-09-11T10:50:10.000Z"), "friend-ids": {{ 26505249, 4392946, 32062169, 45628101, 22865593, 4982483, 13425537, 18846467, 36122039, 2998293, 19787439, 22246499, 43133873, 30573462, 36272473, 41691126, 43929640, 43759980, 25546305 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2004-08-13"), "end-date": date("2010-03-08") } ] }
-{ "id": 9203731, "id-copy": 9203731, "alias": "Phoebe", "name": "PhoebeCoates", "user-since": datetime("2008-04-27T01:42:34.000Z"), "user-since-copy": datetime("2008-04-27T01:42:34.000Z"), "friend-ids": {{ 25611465, 519838, 22814080, 46015954, 7805914, 12757618, 36785422, 25727822, 32042543 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2003-11-11"), "end-date": date("2005-08-19") } ] }
-{ "id": 9216376, "id-copy": 9216376, "alias": "Stanford", "name": "StanfordBurney", "user-since": datetime("2010-04-24T23:03:06.000Z"), "user-since-copy": datetime("2010-04-24T23:03:06.000Z"), "friend-ids": {{ 15567770, 24839882, 163708, 45725879, 43621238, 27363995, 46782727, 21660511, 37585197, 17426559, 47247057, 41831246, 23944363, 1608826, 25831838, 41140458, 37108898, 19739056, 7475981, 17807472, 3126856, 40257768, 44873566 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2004-10-04") } ] }
-{ "id": 9219955, "id-copy": 9219955, "alias": "Audrey", "name": "AudreyOmara", "user-since": datetime("2011-06-04T15:31:25.000Z"), "user-since-copy": datetime("2011-06-04T15:31:25.000Z"), "friend-ids": {{ 28209595, 29907721, 18295175, 18631813, 3380755, 20244076, 43026452, 42394327, 10914853, 27224999 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2003-03-24") } ] }
-{ "id": 9232504, "id-copy": 9232504, "alias": "Lesley", "name": "LesleyHujsak", "user-since": datetime("2008-07-07T13:30:22.000Z"), "user-since-copy": datetime("2008-07-07T13:30:22.000Z"), "friend-ids": {{ 42058063, 24501683, 26865036, 180621 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-01-04"), "end-date": date("2011-02-07") } ] }
-{ "id": 9233794, "id-copy": 9233794, "alias": "Jeffrey", "name": "JeffreyThrockmorton", "user-since": datetime("2005-04-23T04:24:31.000Z"), "user-since-copy": datetime("2005-04-23T04:24:31.000Z"), "friend-ids": {{ 29565308, 29107229, 35495609, 27358360, 24507795, 18583779, 16799427, 3571959, 6539875, 32120867, 17248402, 12227155, 37995559, 29425657, 20855502 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2000-04-22"), "end-date": date("2010-05-28") } ] }
-{ "id": 9234529, "id-copy": 9234529, "alias": "Xavior", "name": "XaviorBarnes", "user-since": datetime("2010-08-26T12:06:44.000Z"), "user-since-copy": datetime("2010-08-26T12:06:44.000Z"), "friend-ids": {{ 19552290, 24018104, 43285028, 33954718, 18084047, 18675363, 17369450, 36533551, 46779811, 46943171, 17609996, 14171942, 10468121, 33831228, 9905114, 11839935, 41387228 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2007-12-24") } ] }
-{ "id": 9239515, "id-copy": 9239515, "alias": "Precious", "name": "PreciousWeingarten", "user-since": datetime("2006-07-03T10:28:56.000Z"), "user-since-copy": datetime("2006-07-03T10:28:56.000Z"), "friend-ids": {{ 20459132, 9181399, 30604442, 45266959, 31805782, 8190732, 46444663, 46572075, 43980715, 42547186, 21087158, 38075989, 32228414, 25466991, 4929897, 33467622, 35742242, 7150399, 16997658, 18543557, 11799062 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2003-02-15") } ] }
-{ "id": 9269422, "id-copy": 9269422, "alias": "Roddy", "name": "RoddyFriedline", "user-since": datetime("2007-03-26T23:41:29.000Z"), "user-since-copy": datetime("2007-03-26T23:41:29.000Z"), "friend-ids": {{ 31923430, 19739952, 30983882, 10630795 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2001-06-03") } ] }
-{ "id": 9292738, "id-copy": 9292738, "alias": "Walter", "name": "WalterWain", "user-since": datetime("2012-05-03T10:41:22.000Z"), "user-since-copy": datetime("2012-05-03T10:41:22.000Z"), "friend-ids": {{ 1834068, 38777276, 43381631, 32380769, 23994313, 37459142, 21015234, 23788270, 33191448, 31111521, 21788604, 39349512, 20638072, 17300228, 4712935, 36205876, 27740958, 27236154 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2011-03-28") } ] }
-{ "id": 9332161, "id-copy": 9332161, "alias": "Lavinia", "name": "LaviniaLineman", "user-since": datetime("2006-02-07T20:39:55.000Z"), "user-since-copy": datetime("2006-02-07T20:39:55.000Z"), "friend-ids": {{ 21419337, 31581364 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-07-05") } ] }
-{ "id": 9341008, "id-copy": 9341008, "alias": "Gus", "name": "GusGearhart", "user-since": datetime("2012-05-23T13:19:57.000Z"), "user-since-copy": datetime("2012-05-23T13:19:57.000Z"), "friend-ids": {{ 20124243, 19722425, 20605718, 21833401, 18276801, 46184199, 40454562, 22828817, 44122338, 4485860, 34209581, 19783645, 44454238, 1353350, 37958534, 33547730, 2456119, 3023314, 44828467, 46655836, 33144170, 16864855, 41938662 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2002-07-07") } ] }
-{ "id": 9354127, "id-copy": 9354127, "alias": "Seymour", "name": "SeymourFlick", "user-since": datetime("2011-06-17T06:00:11.000Z"), "user-since-copy": datetime("2011-06-17T06:00:11.000Z"), "friend-ids": {{ 7662170, 25563062, 18178019, 32667220, 12254954, 7192061, 18829113, 8959008, 1692176, 28852587, 17130396, 12781461, 4083182, 11054115, 10558861, 13876198 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2007-11-23") } ] }
-{ "id": 9356098, "id-copy": 9356098, "alias": "Juliana", "name": "JulianaAnderson", "user-since": datetime("2007-04-26T20:13:07.000Z"), "user-since-copy": datetime("2007-04-26T20:13:07.000Z"), "friend-ids": {{ 3850702, 46858392, 20177889, 34485932, 20958453, 26839176, 23562562, 47962945, 43961803, 19857248, 29816714, 14695228, 35327929, 16196977, 11908428, 30035277, 23919929 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2009-06-04"), "end-date": date("2009-05-05") } ] }
-{ "id": 9369847, "id-copy": 9369847, "alias": "Jeffrey", "name": "JeffreyArchibald", "user-since": datetime("2011-07-11T23:43:52.000Z"), "user-since-copy": datetime("2011-07-11T23:43:52.000Z"), "friend-ids": {{ 44928062, 45653705 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2010-03-25") } ] }
-{ "id": 9407710, "id-copy": 9407710, "alias": "Todd", "name": "ToddStall", "user-since": datetime("2009-09-21T02:18:16.000Z"), "user-since-copy": datetime("2009-09-21T02:18:16.000Z"), "friend-ids": {{ 46998635, 14217621, 8062100, 47498395, 37234901, 41039045, 37635206, 42173831, 24149948 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2009-09-27"), "end-date": date("2009-07-21") } ] }
-{ "id": 9418882, "id-copy": 9418882, "alias": "Laurine", "name": "LaurineCowart", "user-since": datetime("2012-06-14T22:26:09.000Z"), "user-since-copy": datetime("2012-06-14T22:26:09.000Z"), "friend-ids": {{ 19430214, 17084414, 12678029, 1783933, 42580022, 26274674, 13661281, 31117329, 19971039, 43840305, 42672247, 17088417, 31128028, 41009670, 16020772 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2002-03-20") } ] }
-{ "id": 9421798, "id-copy": 9421798, "alias": "Jaqueline", "name": "JaquelineHasely", "user-since": datetime("2011-06-06T16:32:03.000Z"), "user-since-copy": datetime("2011-06-06T16:32:03.000Z"), "friend-ids": {{ 17911249, 45887650, 15916739, 42045244, 42824039, 4802136, 43709530, 41533233, 13714833, 33000412, 29627102, 43277560, 3727319, 19030370, 47600623, 27902511, 13460397, 34825938, 9726577, 10062858, 34721080, 6725312, 21572679 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2004-02-17") } ] }
-{ "id": 9426544, "id-copy": 9426544, "alias": "Joshawa", "name": "JoshawaHiles", "user-since": datetime("2012-04-28T09:48:20.000Z"), "user-since-copy": datetime("2012-04-28T09:48:20.000Z"), "friend-ids": {{ 16780903 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2002-07-01") } ] }
-{ "id": 9440452, "id-copy": 9440452, "alias": "Maria", "name": "MariaField", "user-since": datetime("2010-04-06T15:15:24.000Z"), "user-since-copy": datetime("2010-04-06T15:15:24.000Z"), "friend-ids": {{ 35137543, 24166956, 45255343, 10050289, 27769291, 40368984, 38146662, 43123957, 10442976, 46931482, 447566, 14148069, 39035817, 32169234, 35607837, 8648749, 3741547, 31840808, 3029722, 40917859 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-04-27"), "end-date": date("2012-05-11") } ] }
-{ "id": 9449881, "id-copy": 9449881, "alias": "Veola", "name": "VeolaSchaeffer", "user-since": datetime("2005-06-15T04:27:55.000Z"), "user-since-copy": datetime("2005-06-15T04:27:55.000Z"), "friend-ids": {{ 15932585, 16875491, 977001, 15650783, 30629770, 9735829, 35435062, 2023808, 21909452, 29327288, 24004438, 41780113, 10546865, 17514287, 16690971, 23762008, 21853049, 12673064, 35992661, 30579445, 21341455, 2338670 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2001-09-07") } ] }
-{ "id": 9450532, "id-copy": 9450532, "alias": "Troy", "name": "TroyKoepple", "user-since": datetime("2011-05-10T09:56:46.000Z"), "user-since-copy": datetime("2011-05-10T09:56:46.000Z"), "friend-ids": {{ 42029412, 18025243, 715282, 501115, 38550360, 39016114, 31451417, 38836992, 13665836, 17286159, 28850827, 17241066, 41893804, 39172781, 4523003, 28542863, 25386847, 44039032, 19593806, 607220, 26442265, 47847281 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-12-26"), "end-date": date("2004-04-05") } ] }
-{ "id": 9483769, "id-copy": 9483769, "alias": "Marketta", "name": "MarkettaSchere", "user-since": datetime("2006-04-02T05:48:16.000Z"), "user-since-copy": datetime("2006-04-02T05:48:16.000Z"), "friend-ids": {{ 15151816, 38432593, 14501842, 21508230, 20201815, 35434395, 46212890, 9387767, 35469959, 6671088, 38888798, 10719563, 36944652, 36703732, 9646545, 29287523, 24156038, 24502755 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-07-20"), "end-date": date("2006-03-10") } ] }
-{ "id": 9503761, "id-copy": 9503761, "alias": "Demelza", "name": "DemelzaLaw", "user-since": datetime("2010-12-17T06:40:19.000Z"), "user-since-copy": datetime("2010-12-17T06:40:19.000Z"), "friend-ids": {{ 34126746, 5537488, 609154, 35877951, 36237612 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2005-10-22") } ] }
-{ "id": 9516883, "id-copy": 9516883, "alias": "Delsie", "name": "DelsieKuster", "user-since": datetime("2005-11-20T06:18:01.000Z"), "user-since-copy": datetime("2005-11-20T06:18:01.000Z"), "friend-ids": {{ 7211399, 31355269, 10052966, 11255272, 11976144, 13036749, 28228775, 3501290, 35668522, 21064471, 47089958, 20725508, 16768149, 39282691, 44096922, 12469594, 8258231, 36373387, 14994345, 32022989, 28975684, 29840860 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2008-11-11"), "end-date": date("2008-03-06") } ] }
-{ "id": 9518128, "id-copy": 9518128, "alias": "Jerrie", "name": "JerrieFonblanque", "user-since": datetime("2008-06-08T02:51:53.000Z"), "user-since-copy": datetime("2008-06-08T02:51:53.000Z"), "friend-ids": {{ 41051692, 21547608, 41749297, 21528434, 28012731, 43579854, 9172140, 17908381, 10276804, 12277383, 38454166, 6950146, 11878198, 24415804, 46218827, 33013212, 44735001, 36395459, 38515534, 16015324, 21085620, 20338207 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-01-14") } ] }
-{ "id": 9522265, "id-copy": 9522265, "alias": "Brendon", "name": "BrendonLing", "user-since": datetime("2012-08-11T12:01:34.000Z"), "user-since-copy": datetime("2012-08-11T12:01:34.000Z"), "friend-ids": {{ 32770998, 43037450, 13481444, 36411834, 21704194 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2012-08-30") } ] }
-{ "id": 9543280, "id-copy": 9543280, "alias": "Isabell", "name": "IsabellGaskins", "user-since": datetime("2009-12-05T01:29:24.000Z"), "user-since-copy": datetime("2009-12-05T01:29:24.000Z"), "friend-ids": {{ 9815607, 43778761, 25835208, 40078303, 28971077, 9802833, 17822058, 12655680, 37398606, 11387722, 5483134, 11506312, 36341116, 13511812, 3504784, 11655484, 18350098, 15365006, 32814750 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-07-01"), "end-date": date("2007-08-14") } ] }
-{ "id": 9545626, "id-copy": 9545626, "alias": "Russell", "name": "RussellKeilbach", "user-since": datetime("2010-05-20T15:10:25.000Z"), "user-since-copy": datetime("2010-05-20T15:10:25.000Z"), "friend-ids": {{ 40592323, 28819303 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2003-04-18") } ] }
-{ "id": 9568750, "id-copy": 9568750, "alias": "Daley", "name": "DaleyHarshman", "user-since": datetime("2012-01-17T10:38:07.000Z"), "user-since-copy": datetime("2012-01-17T10:38:07.000Z"), "friend-ids": {{ 18932212, 37118057, 37586464, 12686041, 21083532, 27598912 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2007-11-07") } ] }
-{ "id": 9596080, "id-copy": 9596080, "alias": "Yolonda", "name": "YolondaUlery", "user-since": datetime("2012-03-02T19:57:32.000Z"), "user-since-copy": datetime("2012-03-02T19:57:32.000Z"), "friend-ids": {{ 22382589, 22012001, 13142890, 44320162, 10358341, 14975, 43101433, 10324321, 14791134, 25984312, 11075173, 44140537, 40528755, 27384004, 40022140, 10650900, 37789740, 6928495, 22130557, 47679224, 40973393, 37190617, 35395183 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2012-03-03") } ] }
-{ "id": 9597526, "id-copy": 9597526, "alias": "Emory", "name": "EmoryThorley", "user-since": datetime("2006-01-19T22:44:03.000Z"), "user-since-copy": datetime("2006-01-19T22:44:03.000Z"), "friend-ids": {{ 420066, 8047878, 20510786, 1639671, 22923859, 27319995, 3624690, 18526424, 45857863, 2830065, 4588990, 25531572, 17878497, 47796172, 41309806, 34307425, 10084701, 1659934, 38218970, 44720636, 43501970, 610796, 35455526, 2080900 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2011-06-18"), "end-date": date("2011-09-10") } ] }
-{ "id": 9602242, "id-copy": 9602242, "alias": "Marc", "name": "MarcDimsdale", "user-since": datetime("2005-10-03T23:32:18.000Z"), "user-since-copy": datetime("2005-10-03T23:32:18.000Z"), "friend-ids": {{ 34004502, 24469994, 2140538, 1486939, 6895407, 13348535, 22384921, 11662871, 21398307, 33070732, 45602509, 26146770, 24148813, 45988030, 22184030, 855669, 36390708, 30883354, 26360628, 29836897, 28696575 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2004-05-15"), "end-date": date("2008-01-19") } ] }
-{ "id": 9638248, "id-copy": 9638248, "alias": "Azucena", "name": "AzucenaEmrick", "user-since": datetime("2005-12-04T00:15:40.000Z"), "user-since-copy": datetime("2005-12-04T00:15:40.000Z"), "friend-ids": {{ 37210744, 43097413, 2901403, 24492031, 7887583, 42518446, 28555003, 20402754, 5506767, 22982986, 21168589, 37638670, 30930177, 43662522, 45627167, 13450586, 36757137, 46663990 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2002-07-07"), "end-date": date("2006-06-11") } ] }
-{ "id": 9646474, "id-copy": 9646474, "alias": "Lilac", "name": "LilacWoodworth", "user-since": datetime("2009-12-17T02:42:51.000Z"), "user-since-copy": datetime("2009-12-17T02:42:51.000Z"), "friend-ids": {{ 47784123, 45348808, 36392712, 9381262, 10215254, 1461251, 23038092, 44549001, 39097217, 41152823, 31758517, 19401493, 39964393, 46307214, 41683224, 39011968, 5014398, 482179, 3789628, 46257340, 36041029, 10903757, 5980810, 31935548 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2004-10-25"), "end-date": date("2005-05-04") } ] }
-{ "id": 9665848, "id-copy": 9665848, "alias": "Shannah", "name": "ShannahDale", "user-since": datetime("2006-08-09T02:09:51.000Z"), "user-since-copy": datetime("2006-08-09T02:09:51.000Z"), "friend-ids": {{ 19512022, 25217933, 21742776, 35558948, 5893317, 2441637, 6907563, 36626257, 3366834, 25069218, 5753530, 45604388, 33908296, 1048890, 5720452, 7923351, 43424884, 43184720, 29744229, 10349400, 15273614, 15283237, 41997307 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2010-12-28"), "end-date": date("2010-09-17") } ] }
-{ "id": 9674677, "id-copy": 9674677, "alias": "Skye", "name": "SkyeTomlinson", "user-since": datetime("2006-02-02T19:15:10.000Z"), "user-since-copy": datetime("2006-02-02T19:15:10.000Z"), "friend-ids": {{ 24282798, 5600117, 33292938, 19518197, 11735189, 22867735, 8029689, 11269147, 7443311, 45905216, 12859442, 26944030 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2011-05-07"), "end-date": date("2011-04-19") } ] }
-{ "id": 9677293, "id-copy": 9677293, "alias": "Owen", "name": "OwenHoenshell", "user-since": datetime("2005-06-28T02:54:49.000Z"), "user-since-copy": datetime("2005-06-28T02:54:49.000Z"), "friend-ids": {{ 1016713, 4999321, 27107303, 15587298 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2010-01-11") } ] }
-{ "id": 9698980, "id-copy": 9698980, "alias": "Leland", "name": "LelandReiss", "user-since": datetime("2012-05-23T04:40:29.000Z"), "user-since-copy": datetime("2012-05-23T04:40:29.000Z"), "friend-ids": {{ 7623016, 12672253, 42612513, 44457047, 46981337, 1098470, 23122899, 15019916, 45345438, 30272843, 43546610 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-11-27") } ] }
-{ "id": 9733942, "id-copy": 9733942, "alias": "Andra", "name": "AndraConrad", "user-since": datetime("2007-01-23T01:20:01.000Z"), "user-since-copy": datetime("2007-01-23T01:20:01.000Z"), "friend-ids": {{ 42791827, 36987912, 12650269, 5310067, 33419819, 36880069, 1146970, 20314, 10762565, 20657888, 31871678, 42279496, 9831201, 4223369, 46820320, 21703772, 1326858, 21739453, 20082273, 12950360 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2002-03-21") } ] }
-{ "id": 9744016, "id-copy": 9744016, "alias": "Kasha", "name": "KashaMueller", "user-since": datetime("2011-03-16T17:17:31.000Z"), "user-since-copy": datetime("2011-03-16T17:17:31.000Z"), "friend-ids": {{ 15857660, 46791109, 10310040, 42863950, 19533508, 32561502, 4367358, 31952243, 7130063, 19536081, 19870534, 3642001, 910385, 28668446, 33204842, 13210089, 2805429 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2000-11-01") } ] }
-{ "id": 9748939, "id-copy": 9748939, "alias": "April", "name": "AprilCourtney", "user-since": datetime("2008-02-10T17:35:28.000Z"), "user-since-copy": datetime("2008-02-10T17:35:28.000Z"), "friend-ids": {{ 43018591, 38860193, 26524230, 23704979, 2293321, 18201469, 41569073, 26942967, 16348102, 20218840, 30888146, 7584389, 11355443, 3703344 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2001-08-26") } ] }
-{ "id": 9769501, "id-copy": 9769501, "alias": "Geffrey", "name": "GeffreyBurch", "user-since": datetime("2005-08-28T03:10:56.000Z"), "user-since-copy": datetime("2005-08-28T03:10:56.000Z"), "friend-ids": {{ 21060169, 45384418, 20564855, 24708101, 30231, 29383832, 9200835, 822161, 29674263, 619991, 38797966, 14299510, 13545166, 33027152 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2004-01-03"), "end-date": date("2006-04-13") } ] }
-{ "id": 9773836, "id-copy": 9773836, "alias": "Harris", "name": "HarrisAshmore", "user-since": datetime("2005-11-09T08:38:57.000Z"), "user-since-copy": datetime("2005-11-09T08:38:57.000Z"), "friend-ids": {{ 8138978, 18579002, 42663609, 12096643, 38992166, 36937135, 19634600, 2103929, 37072923, 25031081, 13379299, 11238246, 23166598, 19181943, 45382447, 8237252, 30986231, 29591835 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2000-02-12") } ] }
-{ "id": 9802330, "id-copy": 9802330, "alias": "Kirby", "name": "KirbyKnopsnider", "user-since": datetime("2011-12-18T01:10:12.000Z"), "user-since-copy": datetime("2011-12-18T01:10:12.000Z"), "friend-ids": {{ 3703876, 46564552, 9263120, 39930137, 36202804, 45164241, 7778394, 2527495, 2831079, 33834588, 42759211, 2766215, 36344152, 5218620, 1190357, 30615313, 25434877, 43958817, 23617510 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2008-02-01") } ] }
-{ "id": 9804196, "id-copy": 9804196, "alias": "Micheal", "name": "MichealEiford", "user-since": datetime("2009-05-21T02:55:17.000Z"), "user-since-copy": datetime("2009-05-21T02:55:17.000Z"), "friend-ids": {{ 31376257, 19749408, 5790154, 17891222, 15712036, 40911870, 40765983, 38804584, 24619388, 10957577, 35370581, 39352927, 6063001, 23702369, 14716580, 46589395, 35232946 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2003-07-27") } ] }
-{ "id": 9814867, "id-copy": 9814867, "alias": "Pacey", "name": "PaceyBranson", "user-since": datetime("2011-07-05T06:49:42.000Z"), "user-since-copy": datetime("2011-07-05T06:49:42.000Z"), "friend-ids": {{ 7196953 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2005-11-19"), "end-date": date("2007-12-03") } ] }
-{ "id": 9822973, "id-copy": 9822973, "alias": "Melia", "name": "MeliaWentzel", "user-since": datetime("2012-07-17T05:10:30.000Z"), "user-since-copy": datetime("2012-07-17T05:10:30.000Z"), "friend-ids": {{ 2563633, 27918474, 42233962, 40497985, 4437912, 43013491, 47283180, 20434605, 25309336, 11299381, 20584869, 15093618, 14273412, 46920368, 5868827, 40191100, 44286983, 11787568, 44551406 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2001-07-07") } ] }
-{ "id": 9856990, "id-copy": 9856990, "alias": "Claud", "name": "ClaudBaird", "user-since": datetime("2006-10-10T11:48:09.000Z"), "user-since-copy": datetime("2006-10-10T11:48:09.000Z"), "friend-ids": {{ 41756695, 15842897, 29797715, 13771892, 21179308, 42974840, 22223660, 35004748, 35597685, 45300254, 31116834, 42699991, 9704157, 23181215, 14806554, 8198556, 16256974, 16360634, 34736641 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2008-07-23") } ] }
-{ "id": 9878209, "id-copy": 9878209, "alias": "Duana", "name": "DuanaGettemy", "user-since": datetime("2007-03-05T19:06:27.000Z"), "user-since-copy": datetime("2007-03-05T19:06:27.000Z"), "friend-ids": {{ 5530171, 22409344, 22742046, 14418589, 27149252 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-07") } ] }
-{ "id": 9880603, "id-copy": 9880603, "alias": "Davis", "name": "DavisRitter", "user-since": datetime("2009-12-18T18:55:46.000Z"), "user-since-copy": datetime("2009-12-18T18:55:46.000Z"), "friend-ids": {{ 10790833, 43529865, 23457220, 6745186, 22333440, 39380793, 2096806, 44121543, 29345888, 46499780, 31896682, 35084540, 6060378, 27402271, 18954641 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2002-01-11") } ] }
-{ "id": 9886819, "id-copy": 9886819, "alias": "Phoebe", "name": "PhoebeBarnes", "user-since": datetime("2010-12-26T07:30:15.000Z"), "user-since-copy": datetime("2010-12-26T07:30:15.000Z"), "friend-ids": {{ 24361962, 43750816, 46566991, 4790101, 38827567, 6893116, 41555542, 35877264, 18479056, 22186674, 10954414, 43453344, 11903159, 12257863, 45299776 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2000-01-02"), "end-date": date("2008-05-24") } ] }
-{ "id": 9904822, "id-copy": 9904822, "alias": "Judith", "name": "JudithChristman", "user-since": datetime("2005-05-19T14:43:44.000Z"), "user-since-copy": datetime("2005-05-19T14:43:44.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "highfax", "start-date": date("2002-05-06") } ] }
-{ "id": 9917008, "id-copy": 9917008, "alias": "Clancy", "name": "ClancyHector", "user-since": datetime("2007-09-25T20:55:57.000Z"), "user-since-copy": datetime("2007-09-25T20:55:57.000Z"), "friend-ids": {{ 37754545, 37579706, 39121342, 28434988, 3927416, 3794736, 17107964, 20761621, 20497172, 28562441, 4310488, 35121288, 2380560, 32434056 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2011-06-24") } ] }
-{ "id": 9939937, "id-copy": 9939937, "alias": "Margeret", "name": "MargeretWhite", "user-since": datetime("2008-10-10T22:07:17.000Z"), "user-since-copy": datetime("2008-10-10T22:07:17.000Z"), "friend-ids": {{ 12369844, 34252449, 12412010, 16942281, 25231122, 42326296, 27054531, 8338820, 25466132, 10175756, 23763550, 40035149, 41030740, 36493305, 19615682, 30813330, 24869907, 6934392, 31309446, 2545800, 463498, 3089623, 12714051, 38317605 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2012-01-19") } ] }
-{ "id": 9945166, "id-copy": 9945166, "alias": "Lilly", "name": "LillyPirl", "user-since": datetime("2009-10-26T11:59:59.000Z"), "user-since-copy": datetime("2009-10-26T11:59:59.000Z"), "friend-ids": {{ 44569094, 5885974, 43165146, 40353390, 45117914, 35995608, 22535699, 46288114, 47171829, 14193764, 45832182, 4957844, 2623547, 37294528 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2009-12-15"), "end-date": date("2011-11-20") } ] }
-{ "id": 9952342, "id-copy": 9952342, "alias": "Christal", "name": "ChristalMcmichaels", "user-since": datetime("2008-02-13T13:25:45.000Z"), "user-since-copy": datetime("2008-02-13T13:25:45.000Z"), "friend-ids": {{ 12290348, 1563117, 10883525, 17285406, 3798829, 3734533, 13084348, 31001579, 23655942, 44480002, 11803789, 8240833, 42718608, 41919526, 37582304, 10494964, 10815416, 10676699, 9376307 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2011-05-16") } ] }
-{ "id": 9970132, "id-copy": 9970132, "alias": "Garrett", "name": "GarrettPery", "user-since": datetime("2007-03-03T11:19:29.000Z"), "user-since-copy": datetime("2007-03-03T11:19:29.000Z"), "friend-ids": {{ 25744707, 31991833, 37406793, 30461766, 24815522, 3640470, 13669903, 17663561, 19222132, 29107132, 42516393, 40032051, 24029037, 28047983, 45579233 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2001-01-12") } ] }
-{ "id": 9979750, "id-copy": 9979750, "alias": "Reginald", "name": "ReginaldAltman", "user-since": datetime("2007-04-04T08:51:58.000Z"), "user-since-copy": datetime("2007-04-04T08:51:58.000Z"), "friend-ids": {{ 2988287 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2002-01-28") } ] }
-{ "id": 9985393, "id-copy": 9985393, "alias": "Whitaker", "name": "WhitakerMang", "user-since": datetime("2007-11-28T09:34:34.000Z"), "user-since-copy": datetime("2007-11-28T09:34:34.000Z"), "friend-ids": {{ 24107735, 37165967, 31305236, 35313360, 9261860, 32724193, 34416346, 8143882, 9029425, 26723829, 4545824 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2000-08-23"), "end-date": date("2008-08-06") } ] }
-{ "id": 9986206, "id-copy": 9986206, "alias": "Tatiana", "name": "TatianaAlbright", "user-since": datetime("2006-03-21T10:00:55.000Z"), "user-since-copy": datetime("2006-03-21T10:00:55.000Z"), "friend-ids": {{ 42869099, 40178170, 13922993, 28844962, 26206785, 41293581, 17131809, 1583964, 47236558, 2656158, 11008100, 3994698, 23764118, 14275676, 4922979, 28466879, 16454954, 3620561, 42044685, 12665882, 18354684 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2012-04-24") } ] }
-{ "id": 10000456, "id-copy": 10000456, "alias": "Love", "name": "LoveHawker", "user-since": datetime("2011-03-01T20:42:05.000Z"), "user-since-copy": datetime("2011-03-01T20:42:05.000Z"), "friend-ids": {{ 33646270, 5736885, 35243769, 35528678, 43954964, 44975821, 1839952, 24025196, 1108928 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2010-11-23"), "end-date": date("2011-03-07") } ] }
-{ "id": 10001080, "id-copy": 10001080, "alias": "Garrett", "name": "GarrettBode", "user-since": datetime("2005-10-25T18:07:35.000Z"), "user-since-copy": datetime("2005-10-25T18:07:35.000Z"), "friend-ids": {{ 35858744, 16426061, 11473961, 4769664, 29038930, 33070686, 46271872, 42593454, 36202882, 46642640, 22243678, 20222041, 29014540, 7389258, 7172909, 12787979, 146736, 21081030, 21615179, 2936936, 44934891 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2007-06-24") } ] }
-{ "id": 10002907, "id-copy": 10002907, "alias": "Maegan", "name": "MaeganErschoff", "user-since": datetime("2011-10-15T18:08:56.000Z"), "user-since-copy": datetime("2011-10-15T18:08:56.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2009-02-06"), "end-date": date("2011-05-20") } ] }
-{ "id": 10045915, "id-copy": 10045915, "alias": "Mona", "name": "MonaMarshall", "user-since": datetime("2005-08-24T06:03:43.000Z"), "user-since-copy": datetime("2005-08-24T06:03:43.000Z"), "friend-ids": {{ 34157870, 1960568, 39038094, 2842182, 12353591, 44464974, 45836337, 4831806, 18179039, 21060089, 15776264, 41865218, 5999176, 18197780 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-07-28") } ] }
-{ "id": 10089976, "id-copy": 10089976, "alias": "Marion", "name": "MarionThomlinson", "user-since": datetime("2006-06-27T14:11:49.000Z"), "user-since-copy": datetime("2006-06-27T14:11:49.000Z"), "friend-ids": {{ 39404598, 46190974, 43413339, 41250692, 4194349, 5150083, 35574492, 30896673, 15969653, 41889132, 38801872, 17834003, 42587459, 42269051, 20206793, 46257713, 2735409, 28567746, 6641216, 3627253, 15945805, 33861471, 9997931, 38242090 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2011-11-22"), "end-date": date("2011-06-01") } ] }
-{ "id": 10108534, "id-copy": 10108534, "alias": "Moriah", "name": "MoriahMitchell", "user-since": datetime("2005-11-13T21:32:41.000Z"), "user-since-copy": datetime("2005-11-13T21:32:41.000Z"), "friend-ids": {{ 30372632 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-05-07") } ] }
-{ "id": 10114891, "id-copy": 10114891, "alias": "Destinee", "name": "DestineeLeech", "user-since": datetime("2006-06-05T09:32:17.000Z"), "user-since-copy": datetime("2006-06-05T09:32:17.000Z"), "friend-ids": {{ 9925448, 28685906, 3305693, 11131758, 10477741, 19058196, 25921997, 38543939, 20851041 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2001-09-24") } ] }
-{ "id": 10118077, "id-copy": 10118077, "alias": "Elizbeth", "name": "ElizbethPfeifer", "user-since": datetime("2011-09-08T11:58:48.000Z"), "user-since-copy": datetime("2011-09-08T11:58:48.000Z"), "friend-ids": {{ 18001251, 40309720, 10119557, 37766102, 22202316, 2805709, 693628, 5524288, 21415560, 45687644, 23912525, 25418741, 22816155, 26787291, 30518473, 27701649 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2002-03-15"), "end-date": date("2004-11-03") } ] }
-{ "id": 10133458, "id-copy": 10133458, "alias": "Kati", "name": "KatiPennington", "user-since": datetime("2011-01-28T10:51:37.000Z"), "user-since-copy": datetime("2011-01-28T10:51:37.000Z"), "friend-ids": {{ 41299906, 11523198, 8344474, 36086944, 34330342, 43585884, 6751565, 23415221, 32275829, 43645200 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2005-11-11") } ] }
-{ "id": 10136659, "id-copy": 10136659, "alias": "Robt", "name": "RobtKooser", "user-since": datetime("2008-11-08T19:22:49.000Z"), "user-since-copy": datetime("2008-11-08T19:22:49.000Z"), "friend-ids": {{ 22245145, 29285750, 9880896 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-02-07") } ] }
-{ "id": 10178182, "id-copy": 10178182, "alias": "Jen", "name": "JenOtis", "user-since": datetime("2007-08-09T09:42:29.000Z"), "user-since-copy": datetime("2007-08-09T09:42:29.000Z"), "friend-ids": {{ 26278603, 27983753, 13714345, 35452213, 27849291, 21838200, 1008530, 27777115, 27069057, 35804914, 34598070, 10076890, 12795361, 16653787, 2916026, 27047674, 8630755, 29822673 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2005-10-10") } ] }
-{ "id": 10185346, "id-copy": 10185346, "alias": "Noah", "name": "NoahAshmore", "user-since": datetime("2006-04-04T14:33:43.000Z"), "user-since-copy": datetime("2006-04-04T14:33:43.000Z"), "friend-ids": {{ 15819384, 46052301, 7102428, 7977240, 30337629, 31480307, 30013142, 4192580, 34814572, 6841517, 2253788, 31150059, 505825, 27897490, 11402219 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-06-06") } ] }
-{ "id": 10202302, "id-copy": 10202302, "alias": "Camila", "name": "CamilaKelley", "user-since": datetime("2010-04-17T06:57:52.000Z"), "user-since-copy": datetime("2010-04-17T06:57:52.000Z"), "friend-ids": {{ 21392718, 41703679, 41044232, 47307848, 13912958, 45329595, 33360889, 24572594, 23726460, 9181899, 42227287, 26565775, 12665691, 12244453, 26966326, 3189268, 41340076, 33904406, 38048631, 22870005 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2000-10-09") } ] }
-{ "id": 10205539, "id-copy": 10205539, "alias": "Raeburn", "name": "RaeburnWire", "user-since": datetime("2007-04-28T23:05:24.000Z"), "user-since-copy": datetime("2007-04-28T23:05:24.000Z"), "friend-ids": {{ 13609724, 40251506 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2000-08-09") } ] }
-{ "id": 10207636, "id-copy": 10207636, "alias": "Stewart", "name": "StewartHamilton", "user-since": datetime("2008-11-06T21:44:47.000Z"), "user-since-copy": datetime("2008-11-06T21:44:47.000Z"), "friend-ids": {{ 25417411, 7322723, 13495699, 47274757, 44964322, 4993843, 36429109, 11904558, 18759232, 45446850, 40537858, 40487724, 36200691, 6846408, 7421262, 2225424, 12997194 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2012-08-28"), "end-date": date("2012-08-29") } ] }
-{ "id": 10219465, "id-copy": 10219465, "alias": "Ros", "name": "RosSurrency", "user-since": datetime("2010-04-20T12:07:16.000Z"), "user-since-copy": datetime("2010-04-20T12:07:16.000Z"), "friend-ids": {{ 14365151, 47786936, 41386448, 10958072, 34068903, 28844652, 16749120, 16920092, 7474357, 35730197, 13732713, 26185093, 19486844, 13720196, 7483494, 16709415, 32998666, 31641404, 42939361, 20750447, 44343030, 17559252, 13810932 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-12-12"), "end-date": date("2010-05-04") } ] }
-{ "id": 10222144, "id-copy": 10222144, "alias": "Alvina", "name": "AlvinaTanner", "user-since": datetime("2007-10-15T04:24:14.000Z"), "user-since-copy": datetime("2007-10-15T04:24:14.000Z"), "friend-ids": {{ 44207447, 29837430, 407059, 4562324, 970458, 31348025, 16439061, 13011150, 23510630, 21529259, 8279487, 28052530, 36551405, 17492050, 17983056, 11834104, 242520, 9279232, 4179609, 28407763, 23038009, 36977762, 8779957, 15040402 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2006-05-27") } ] }
-{ "id": 10224400, "id-copy": 10224400, "alias": "Malvina", "name": "MalvinaPery", "user-since": datetime("2009-01-25T03:41:22.000Z"), "user-since-copy": datetime("2009-01-25T03:41:22.000Z"), "friend-ids": {{ 17095877, 17062955, 13129292, 31635980, 32747924, 902714, 32032985, 44944935, 30544897, 44429244 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2001-01-11"), "end-date": date("2011-04-10") } ] }
-{ "id": 10227844, "id-copy": 10227844, "alias": "Simon", "name": "SimonCoates", "user-since": datetime("2008-09-18T06:23:35.000Z"), "user-since-copy": datetime("2008-09-18T06:23:35.000Z"), "friend-ids": {{ 5847048, 15554997, 1367924, 17223026, 31605674, 38148868, 15521228, 37540102, 4103855, 39184726, 26130198, 43081715, 35929397, 28963043, 10703925 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2011-07-02") } ] }
-{ "id": 10230604, "id-copy": 10230604, "alias": "Courtney", "name": "CourtneyCountryman", "user-since": datetime("2012-03-05T08:49:56.000Z"), "user-since-copy": datetime("2012-03-05T08:49:56.000Z"), "friend-ids": {{ 28617094, 31170285, 26700577, 43586990, 12809105, 8131401, 15644912, 38127923, 7871621, 13276397, 41863539, 3715524, 13404150, 12834697, 237361, 41295097, 29471386, 19859329, 14312407, 79917, 42547367, 9661712, 30110962, 29137807 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2001-06-09"), "end-date": date("2004-06-04") } ] }
-{ "id": 10250857, "id-copy": 10250857, "alias": "Kandi", "name": "KandiFranks", "user-since": datetime("2010-11-24T19:47:41.000Z"), "user-since-copy": datetime("2010-11-24T19:47:41.000Z"), "friend-ids": {{ 44991748, 27655130, 7925482, 33419150, 18275478 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2002-04-08") } ] }
-{ "id": 10251805, "id-copy": 10251805, "alias": "Jericho", "name": "JerichoBaird", "user-since": datetime("2005-07-02T12:57:18.000Z"), "user-since-copy": datetime("2005-07-02T12:57:18.000Z"), "friend-ids": {{ 5748549, 47013396, 15858292, 458526, 28324553, 22401875, 21726858, 38878600, 29844738, 14547049, 11432495, 9227475 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2005-06-09"), "end-date": date("2011-11-01") } ] }
-{ "id": 10257028, "id-copy": 10257028, "alias": "Gary", "name": "GaryThompson", "user-since": datetime("2009-01-23T04:15:30.000Z"), "user-since-copy": datetime("2009-01-23T04:15:30.000Z"), "friend-ids": {{ 46006273, 33435458, 40976127, 42353737, 37166855, 14882549, 27357892, 31126471, 38151307, 38721200 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2008-05-03"), "end-date": date("2011-09-08") } ] }
-{ "id": 10258114, "id-copy": 10258114, "alias": "Chuck", "name": "ChuckGibson", "user-since": datetime("2012-07-20T03:48:15.000Z"), "user-since-copy": datetime("2012-07-20T03:48:15.000Z"), "friend-ids": {{ 32318205, 37049120, 26298456, 3281723, 14892306, 29998569, 29992020, 36383932, 15333422, 29670243 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2006-10-11"), "end-date": date("2011-09-02") } ] }
-{ "id": 10267057, "id-copy": 10267057, "alias": "Thomas", "name": "ThomasCook", "user-since": datetime("2008-03-02T23:04:31.000Z"), "user-since-copy": datetime("2008-03-02T23:04:31.000Z"), "friend-ids": {{ 23744020, 25995598, 40459051, 27658275, 10133202, 11434833, 29790727, 1672639, 19652058, 18554997, 37878642, 48016133, 46599310, 37105777, 36004129, 6402365, 9889815, 29589019, 1497208, 19269802, 43383394, 30936085 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2008-05-14"), "end-date": date("2008-07-10") } ] }
-{ "id": 10269349, "id-copy": 10269349, "alias": "Oneida", "name": "OneidaJube", "user-since": datetime("2010-11-18T02:17:28.000Z"), "user-since-copy": datetime("2010-11-18T02:17:28.000Z"), "friend-ids": {{ 12058841, 5816839, 33989309, 42710608, 27128355, 22765769, 30666197, 9009086, 7254731, 41783149, 10080163, 38431373, 35086196, 3607650 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2000-12-10") } ] }
-{ "id": 10271479, "id-copy": 10271479, "alias": "Leah", "name": "LeahKoepple", "user-since": datetime("2007-10-26T15:57:39.000Z"), "user-since-copy": datetime("2007-10-26T15:57:39.000Z"), "friend-ids": {{ 317362, 43304286, 35630504, 16014770, 43567734, 37946435, 7728583, 45620359, 43235478, 17133820, 22926471, 27438784, 43521614, 235789, 43107565, 21967424, 39119573, 1688079, 5463246, 10081045 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2012-06-14") } ] }
-{ "id": 10278607, "id-copy": 10278607, "alias": "Brenden", "name": "BrendenLombardi", "user-since": datetime("2012-02-13T05:59:40.000Z"), "user-since-copy": datetime("2012-02-13T05:59:40.000Z"), "friend-ids": {{ 2820692, 43529738, 38518064, 29672334, 24653037, 39717291, 14213502, 23982828, 47123006, 34213620, 5993185, 10068793, 47512414, 40682283, 26631237, 23442819, 9215972, 9003752, 31259126, 8467245, 32821220, 8582002, 42606040 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2001-06-16"), "end-date": date("2008-09-11") } ] }
-{ "id": 10280533, "id-copy": 10280533, "alias": "Normand", "name": "NormandAckerley", "user-since": datetime("2008-05-18T00:44:35.000Z"), "user-since-copy": datetime("2008-05-18T00:44:35.000Z"), "friend-ids": {{ 46908522, 2002203, 15632192, 3790633, 21300428, 15452344, 34478785, 18864214, 32842683, 10486268, 2496859 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2010-12-07") } ] }
-{ "id": 10300027, "id-copy": 10300027, "alias": "Cassie", "name": "CassieCarmichael", "user-since": datetime("2007-02-17T16:12:21.000Z"), "user-since-copy": datetime("2007-02-17T16:12:21.000Z"), "friend-ids": {{ 18690821, 9246387, 5425670, 8058755, 32156367, 29092478 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-03-06") } ] }
-{ "id": 10301008, "id-copy": 10301008, "alias": "Edgardo", "name": "EdgardoWheeler", "user-since": datetime("2012-04-27T03:11:16.000Z"), "user-since-copy": datetime("2012-04-27T03:11:16.000Z"), "friend-ids": {{ 44525957, 2368018 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2004-07-02"), "end-date": date("2009-04-13") } ] }
-{ "id": 10320979, "id-copy": 10320979, "alias": "Giuseppe", "name": "GiuseppePorter", "user-since": datetime("2006-10-21T21:56:23.000Z"), "user-since-copy": datetime("2006-10-21T21:56:23.000Z"), "friend-ids": {{ 34102109, 41585396, 8170669, 7376463, 11841426, 6745396, 35637670, 38513040, 26085708, 7577827, 4793535, 31185038, 9126, 502656, 18672743, 27688404, 19846788, 47731814, 42609593 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2012-06-08") } ] }
-{ "id": 10323868, "id-copy": 10323868, "alias": "Floyd", "name": "FloydCostello", "user-since": datetime("2007-12-17T05:45:55.000Z"), "user-since-copy": datetime("2007-12-17T05:45:55.000Z"), "friend-ids": {{ 16296950, 29360254, 19980961, 43395913, 46984972, 2696536, 9715184, 10851075, 25657111, 46730259, 9182621, 31950695, 46717390, 16664917, 38439464, 6987406, 28167105, 10608129, 11375117, 4306430, 31737185, 29321535, 7420588 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2000-08-21") } ] }
-{ "id": 10337950, "id-copy": 10337950, "alias": "Bibi", "name": "BibiCattley", "user-since": datetime("2007-11-16T11:08:34.000Z"), "user-since-copy": datetime("2007-11-16T11:08:34.000Z"), "friend-ids": {{ 24399247, 18391359, 18215808, 36042641, 19360937, 2039633, 17280287, 22159187, 31245932, 4767019, 3299881, 12321916, 22533524, 18760130, 31303729, 39565694, 21606207, 8226305, 16276064 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2003-02-25"), "end-date": date("2008-08-20") } ] }
-{ "id": 10365688, "id-copy": 10365688, "alias": "Innocent", "name": "InnocentBlatenberger", "user-since": datetime("2008-11-09T13:57:34.000Z"), "user-since-copy": datetime("2008-11-09T13:57:34.000Z"), "friend-ids": {{ 27902413, 27226238, 35017422, 28154221 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2011-09-13"), "end-date": date("2011-02-05") } ] }
-{ "id": 10367503, "id-copy": 10367503, "alias": "Tory", "name": "ToryBender", "user-since": datetime("2012-01-17T03:20:23.000Z"), "user-since-copy": datetime("2012-01-17T03:20:23.000Z"), "friend-ids": {{ 12035968, 32370161, 7506904, 40525754, 44978940, 28927429, 47139832, 9164811, 29534171, 3789973 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2009-02-05") } ] }
-{ "id": 10380031, "id-copy": 10380031, "alias": "Otha", "name": "OthaHaines", "user-since": datetime("2005-08-08T04:10:50.000Z"), "user-since-copy": datetime("2005-08-08T04:10:50.000Z"), "friend-ids": {{ 2710866, 28894512, 36379679, 32545673, 38671874, 16746916, 39103475, 19783615, 17514492, 42617267, 7461114, 17712393, 43474200, 3806350, 5065542, 35722940 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2011-05-07") } ] }
-{ "id": 10384705, "id-copy": 10384705, "alias": "Santos", "name": "SantosJames", "user-since": datetime("2011-05-07T11:54:13.000Z"), "user-since-copy": datetime("2011-05-07T11:54:13.000Z"), "friend-ids": {{ 43937179, 34015979, 7417213, 14660995, 19725400, 3931428, 7318379, 48016396, 44068471, 4577462, 38302695, 16520658, 40487183, 31181305, 11750148, 42688348, 42071075, 10641987, 28860865, 27686448, 40844612, 10817134 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2007-12-18") } ] }
-{ "id": 10391179, "id-copy": 10391179, "alias": "Raymond", "name": "RaymondHoopengarner", "user-since": datetime("2006-04-06T18:32:20.000Z"), "user-since-copy": datetime("2006-04-06T18:32:20.000Z"), "friend-ids": {{ 35664656, 36940003, 35836359, 25322876, 45895708, 14553421 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2005-08-05"), "end-date": date("2007-01-09") } ] }
-{ "id": 10394632, "id-copy": 10394632, "alias": "Marlin", "name": "MarlinLogue", "user-since": datetime("2011-08-28T14:57:40.000Z"), "user-since-copy": datetime("2011-08-28T14:57:40.000Z"), "friend-ids": {{ 45667126 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2004-07-03"), "end-date": date("2009-05-09") } ] }
-{ "id": 10400386, "id-copy": 10400386, "alias": "Marion", "name": "MarionBuck", "user-since": datetime("2006-06-22T03:35:25.000Z"), "user-since-copy": datetime("2006-06-22T03:35:25.000Z"), "friend-ids": {{ 35854700, 8766966, 41860546, 25745457, 12225165, 15412904, 39841282, 5879215, 24965438, 4636142, 43652954, 36414405, 34931848, 38550959, 30395999, 44263220, 8167212, 35555246, 11177002, 29078503 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2000-08-28") } ] }
-{ "id": 10413097, "id-copy": 10413097, "alias": "Lindsay", "name": "LindsayDoverspike", "user-since": datetime("2005-03-24T22:42:49.000Z"), "user-since-copy": datetime("2005-03-24T22:42:49.000Z"), "friend-ids": {{ 773762, 43764188, 23133486, 27099138, 38010544, 38283504, 38432745, 32450505, 34499948, 38200436, 44093983, 41684052, 41353940, 29027114, 2947798, 25212070, 9522627, 18680730, 13060818, 41586559 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2010-01-23"), "end-date": date("2011-01-14") } ] }
-{ "id": 10415575, "id-copy": 10415575, "alias": "Amabel", "name": "AmabelRoose", "user-since": datetime("2011-05-28T10:47:28.000Z"), "user-since-copy": datetime("2011-05-28T10:47:28.000Z"), "friend-ids": {{ 22120342, 22881927, 39043768, 27695122, 8669783, 25973892 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2000-03-14") } ] }
-{ "id": 10417531, "id-copy": 10417531, "alias": "Eileen", "name": "EileenCrissman", "user-since": datetime("2009-10-13T21:36:38.000Z"), "user-since-copy": datetime("2009-10-13T21:36:38.000Z"), "friend-ids": {{ 911579, 3590209, 15646563, 31960066, 14495212, 44915460, 42713118, 1962949, 44935091, 6578467, 21896024, 41455809, 25543039, 28884330, 44289305, 15569750, 32580470, 46016098, 9828368 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2003-06-11"), "end-date": date("2005-10-02") } ] }
-{ "id": 10451932, "id-copy": 10451932, "alias": "Kory", "name": "KoryRomanoff", "user-since": datetime("2008-09-27T13:29:18.000Z"), "user-since-copy": datetime("2008-09-27T13:29:18.000Z"), "friend-ids": {{ 21328124, 47569968, 22569123, 34316877, 36016117, 19944396, 34862141, 14875173, 3888684, 25235679, 7930355, 24991146, 2862320, 9552488, 23394143, 6292732, 23109993 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2008-04-25"), "end-date": date("2010-03-18") } ] }
-{ "id": 10458316, "id-copy": 10458316, "alias": "Nivek", "name": "NivekHarper", "user-since": datetime("2009-06-27T16:14:07.000Z"), "user-since-copy": datetime("2009-06-27T16:14:07.000Z"), "friend-ids": {{ 28377255, 40295259, 41434117, 37075748, 12913111, 1533923, 393103, 31161713, 13106373, 924904, 14927212, 7552938, 8299772, 28404911, 45464821, 34440085, 36216015, 2915789, 13470222, 34755494, 29250423 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2002-03-28"), "end-date": date("2010-12-09") } ] }
-{ "id": 10479073, "id-copy": 10479073, "alias": "Rhianna", "name": "RhiannaWerry", "user-since": datetime("2009-09-17T19:42:47.000Z"), "user-since-copy": datetime("2009-09-17T19:42:47.000Z"), "friend-ids": {{ 30293616, 42971604, 8411318, 37648744, 27412687, 17821200, 45008072 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2004-11-02"), "end-date": date("2011-06-24") } ] }
-{ "id": 10479190, "id-copy": 10479190, "alias": "Carmine", "name": "CarmineMortland", "user-since": datetime("2011-06-18T02:57:13.000Z"), "user-since-copy": datetime("2011-06-18T02:57:13.000Z"), "friend-ids": {{ 36090597, 35550849, 19614765, 34665409, 7740163, 12824683, 12997403, 32586142, 10137983, 44900811, 30392212, 43177710, 47792212 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2002-02-23") } ] }
-{ "id": 10492168, "id-copy": 10492168, "alias": "Savannah", "name": "SavannahRobinson", "user-since": datetime("2008-05-02T04:19:01.000Z"), "user-since-copy": datetime("2008-05-02T04:19:01.000Z"), "friend-ids": {{ 40126719, 38171650, 1474355, 6983398, 7918678, 45578368, 3210188, 29374863, 37758187, 2415003, 13746140, 44168763, 45798029, 17203664, 46309082, 21338452, 17217009, 24916114 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-07-20"), "end-date": date("2009-03-01") } ] }
-{ "id": 10493269, "id-copy": 10493269, "alias": "Anya", "name": "AnyaWoodward", "user-since": datetime("2009-03-08T07:08:04.000Z"), "user-since-copy": datetime("2009-03-08T07:08:04.000Z"), "friend-ids": {{ 2357333 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2001-05-04") } ] }
-{ "id": 10494370, "id-copy": 10494370, "alias": "Maria", "name": "MariaToke", "user-since": datetime("2009-12-06T17:40:38.000Z"), "user-since-copy": datetime("2009-12-06T17:40:38.000Z"), "friend-ids": {{ 28240347, 34042532 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2001-08-08"), "end-date": date("2008-07-09") } ] }
-{ "id": 10503262, "id-copy": 10503262, "alias": "Suzanne", "name": "SuzanneFonblanque", "user-since": datetime("2012-03-16T20:22:06.000Z"), "user-since-copy": datetime("2012-03-16T20:22:06.000Z"), "friend-ids": {{ 17868500, 500991, 7701699, 45401842, 16746916, 24217608, 46250003, 17567888, 28186634 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2001-01-18"), "end-date": date("2005-08-07") } ] }
-{ "id": 10509676, "id-copy": 10509676, "alias": "Dinorah", "name": "DinorahRopes", "user-since": datetime("2009-12-05T06:00:03.000Z"), "user-since-copy": datetime("2009-12-05T06:00:03.000Z"), "friend-ids": {{ 13297859, 17139775, 6500776, 46867326, 18510471, 20417055, 39500392, 2482383, 3361807, 14184772, 24928547, 14390842, 40519232, 14991589, 21242930, 24964529, 38160860, 25523267, 4709228, 13473948, 15850888, 30150938, 5984402, 26343874 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2010-08-11") } ] }
-{ "id": 10514095, "id-copy": 10514095, "alias": "Chantelle", "name": "ChantelleCatleay", "user-since": datetime("2008-10-23T00:05:15.000Z"), "user-since-copy": datetime("2008-10-23T00:05:15.000Z"), "friend-ids": {{ 11871759, 1505524, 45483061, 31479407, 15112731, 41816114, 22650998 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2008-06-14") } ] }
-{ "id": 10540825, "id-copy": 10540825, "alias": "Jayna", "name": "JaynaRowe", "user-since": datetime("2008-01-09T12:09:19.000Z"), "user-since-copy": datetime("2008-01-09T12:09:19.000Z"), "friend-ids": {{ 20315422, 9358699, 6204561, 40594838, 46678685, 34224970, 47262413, 42477325, 7591560, 39986319, 9438124, 30292072, 11187685, 27885, 47428887, 9535830, 36979072, 14613793 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2005-11-10") } ] }
-{ "id": 10567702, "id-copy": 10567702, "alias": "Zelda", "name": "ZeldaRitter", "user-since": datetime("2010-09-27T12:52:54.000Z"), "user-since-copy": datetime("2010-09-27T12:52:54.000Z"), "friend-ids": {{ 28336161, 20248788, 24723848, 8856879, 16831898, 7643547, 42868543, 23023606, 7531861, 36186817, 29113040, 995506, 32607538, 18755505, 44683178, 24627205, 39736850, 43535271, 385416, 40525568 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-11-27"), "end-date": date("2011-08-16") } ] }
-{ "id": 10582339, "id-copy": 10582339, "alias": "Randall", "name": "RandallDrabble", "user-since": datetime("2006-09-08T10:08:58.000Z"), "user-since-copy": datetime("2006-09-08T10:08:58.000Z"), "friend-ids": {{ 32686522, 24466673, 14026712, 31573032, 14639819, 19975138, 30208386, 24174917, 7234882, 9431452, 18256175, 18934583, 31539286, 46107937, 32747992, 28900739, 40079932, 40674667, 33527888, 45927633, 22350243, 14260823, 19696930, 17970296 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2008-12-13") } ] }
-{ "id": 10602166, "id-copy": 10602166, "alias": "Karine", "name": "KarineAdams", "user-since": datetime("2006-03-03T20:36:12.000Z"), "user-since-copy": datetime("2006-03-03T20:36:12.000Z"), "friend-ids": {{ 4463206, 23962283, 34321170, 10546383, 39886106, 37478996 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2000-10-28"), "end-date": date("2010-04-26") } ] }
-{ "id": 10623790, "id-copy": 10623790, "alias": "Leon", "name": "LeonSouthern", "user-since": datetime("2006-08-26T12:47:17.000Z"), "user-since-copy": datetime("2006-08-26T12:47:17.000Z"), "friend-ids": {{ 15974929, 10054172, 9775689, 22060162, 41777649, 13548836, 10842789, 45455670, 32027368, 45268626, 40570545, 18214851, 47559589, 38267347, 41101925, 45749689, 29277572, 47828706, 45708476, 33769625 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2012-06-22"), "end-date": date("2012-06-05") } ] }
-{ "id": 10650526, "id-copy": 10650526, "alias": "Gertie", "name": "GertieWallace", "user-since": datetime("2010-07-16T05:33:07.000Z"), "user-since-copy": datetime("2010-07-16T05:33:07.000Z"), "friend-ids": {{ 35934417, 43053648, 35859770, 43704932, 35605486, 17212020, 21235775, 26783725, 17450538, 42996452, 15873053, 36331217, 18524993, 45483950, 1549676, 24801562, 46527491 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2003-08-16") } ] }
-{ "id": 10661566, "id-copy": 10661566, "alias": "Cathy", "name": "CathyKight", "user-since": datetime("2007-07-17T18:53:31.000Z"), "user-since-copy": datetime("2007-07-17T18:53:31.000Z"), "friend-ids": {{ 19477294, 31919442, 6947933, 16858850, 21921187, 21214480, 19616226, 2133662, 42362248, 7534944, 12953803, 41148200, 30043772, 38130157, 36623612, 45371575, 25019205, 10260656 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2008-12-09"), "end-date": date("2008-01-04") } ] }
-{ "id": 10662082, "id-copy": 10662082, "alias": "Colbert", "name": "ColbertFylbrigg", "user-since": datetime("2005-04-09T18:04:54.000Z"), "user-since-copy": datetime("2005-04-09T18:04:54.000Z"), "friend-ids": {{ 25358191, 27442450, 16828484, 16821866, 7010321, 35271072, 32519925, 15521808, 35168957, 36812363, 18888093, 45727757, 30009499, 31505405, 27925036, 47549214, 20290733, 18290760, 36238437, 32377676 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-04-02") } ] }
-{ "id": 10663741, "id-copy": 10663741, "alias": "Gaylord", "name": "GaylordWynne", "user-since": datetime("2007-09-07T09:15:35.000Z"), "user-since-copy": datetime("2007-09-07T09:15:35.000Z"), "friend-ids": {{ 34508923, 28228552, 7714885, 16525247, 30914675, 8152699, 26553788, 8070452, 45739728 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2006-05-18"), "end-date": date("2008-04-07") } ] }
-{ "id": 10700431, "id-copy": 10700431, "alias": "Lessie", "name": "LessieRobinson", "user-since": datetime("2011-02-03T18:31:41.000Z"), "user-since-copy": datetime("2011-02-03T18:31:41.000Z"), "friend-ids": {{ 8174251, 46379649, 3507858, 13269282, 38334885, 12074283, 34128956, 46802811, 37285621, 15203773, 17611824, 47823053, 28609781, 31377970, 11077457, 3771375, 27529933, 170454, 38682017 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2002-01-08"), "end-date": date("2006-06-08") } ] }
-{ "id": 10712731, "id-copy": 10712731, "alias": "Abigail", "name": "AbigailKunkle", "user-since": datetime("2011-07-20T07:10:43.000Z"), "user-since-copy": datetime("2011-07-20T07:10:43.000Z"), "friend-ids": {{ 35920648, 38798778, 17160209, 16674423, 44247736, 45731986, 29605307, 123608, 46926535, 41274265, 36397206, 16900492, 19895463, 10043680, 42549381, 21006240, 13037274, 25867242, 34428167, 953419, 2284340, 32321044, 2351589, 30797666 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2002-08-11"), "end-date": date("2002-12-01") } ] }
-{ "id": 10735369, "id-copy": 10735369, "alias": "Cody", "name": "CodySchaeffer", "user-since": datetime("2008-07-03T05:27:24.000Z"), "user-since-copy": datetime("2008-07-03T05:27:24.000Z"), "friend-ids": {{ 15534779, 12333665, 10468027, 3865324, 39537208, 16999101, 9009757, 318331, 30123714, 10137427, 16481424 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2009-01-19") } ] }
-{ "id": 10739446, "id-copy": 10739446, "alias": "Urban", "name": "UrbanHair", "user-since": datetime("2010-12-28T02:29:19.000Z"), "user-since-copy": datetime("2010-12-28T02:29:19.000Z"), "friend-ids": {{ 31947556, 39058269, 43315882, 40575729, 4079275, 40689246, 22639555, 1422452, 28051313, 41854009, 30810426, 37406811, 20834349, 46933622, 28218698, 17239481, 33458180 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2006-05-21") } ] }
-{ "id": 10749553, "id-copy": 10749553, "alias": "Rolland", "name": "RollandMunshower", "user-since": datetime("2005-12-26T19:26:32.000Z"), "user-since-copy": datetime("2005-12-26T19:26:32.000Z"), "friend-ids": {{ 27080985, 4355429, 17027260, 30203290, 37292858, 1935550, 467329, 24265915, 4926329, 28586308, 27299677, 25356918, 14171255, 319307, 15014794 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2011-04-21") } ] }
-{ "id": 10777072, "id-copy": 10777072, "alias": "Fairy", "name": "FairyAgg", "user-since": datetime("2011-08-22T17:08:52.000Z"), "user-since-copy": datetime("2011-08-22T17:08:52.000Z"), "friend-ids": {{ 30447177, 24535470, 1763903, 4456057, 35013322 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2009-02-19") } ] }
-{ "id": 10783822, "id-copy": 10783822, "alias": "Emerald", "name": "EmeraldMillard", "user-since": datetime("2008-08-07T16:33:44.000Z"), "user-since-copy": datetime("2008-08-07T16:33:44.000Z"), "friend-ids": {{ 22464360, 7890894, 18256597, 33659179, 24554534, 30962087, 29716339, 23689397, 45113518, 19997635 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-06-10"), "end-date": date("2006-12-02") } ] }
-{ "id": 10799674, "id-copy": 10799674, "alias": "Dolores", "name": "DoloresPolson", "user-since": datetime("2006-03-24T00:54:47.000Z"), "user-since-copy": datetime("2006-03-24T00:54:47.000Z"), "friend-ids": {{ 40482317, 21393644, 151122, 13958566, 6524741, 1269094, 34703787, 38215473, 20258639, 144407, 23903205, 46922014, 26741209, 34932062, 1043581, 14090176, 45243069, 19226320, 33271281, 20215000, 46383495, 42405679, 42360649 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2009-07-18") } ] }
-{ "id": 10804771, "id-copy": 10804771, "alias": "Delicia", "name": "DeliciaPittman", "user-since": datetime("2008-04-12T01:07:13.000Z"), "user-since-copy": datetime("2008-04-12T01:07:13.000Z"), "friend-ids": {{ 35228090 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2006-08-16") } ] }
-{ "id": 10836430, "id-copy": 10836430, "alias": "Kaycee", "name": "KayceeCatleay", "user-since": datetime("2007-05-18T07:19:02.000Z"), "user-since-copy": datetime("2007-05-18T07:19:02.000Z"), "friend-ids": {{ 40568633, 44667158, 18923311, 34987631, 29306332, 38711535, 43999451, 3179954, 9799980, 3451381, 23204288, 17797804, 2164448, 16697308, 24697554, 45250786, 10029328, 27871642 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-04-25") } ] }
-{ "id": 10837876, "id-copy": 10837876, "alias": "Tianna", "name": "TiannaOppenheimer", "user-since": datetime("2006-05-14T01:19:23.000Z"), "user-since-copy": datetime("2006-05-14T01:19:23.000Z"), "friend-ids": {{ 8389212, 20540523, 37708985, 22298925, 5938365, 34705514, 39174355, 44283530, 44597508, 37912034, 45434053, 47086440, 6559664, 12451920, 47639456, 39030619, 24239344, 2566247, 27102794 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2008-04-03") } ] }
-{ "id": 10847359, "id-copy": 10847359, "alias": "Leone", "name": "LeoneWood", "user-since": datetime("2005-07-28T14:24:43.000Z"), "user-since-copy": datetime("2005-07-28T14:24:43.000Z"), "friend-ids": {{ 7650486, 39843416, 43272193, 47152762, 45218041, 45422234, 46812876, 18098636, 47174431, 19091549, 1405281, 46699360, 37961345, 43323551, 46824225, 30700451, 10188790, 16642374, 26570751 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2005-01-22") } ] }
-{ "id": 10851133, "id-copy": 10851133, "alias": "Wilbur", "name": "WilburDiegel", "user-since": datetime("2005-08-20T01:37:10.000Z"), "user-since-copy": datetime("2005-08-20T01:37:10.000Z"), "friend-ids": {{ 44811869, 15362002, 5320359, 4756538, 40097009, 905334, 44595717, 3685695, 35645656, 2090160, 35124514, 21715286, 26713020, 5816017, 15598653, 6425314, 10423130, 29593106, 14054734, 1780417, 38517315, 25570577, 5038946 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2004-05-04") } ] }
-{ "id": 10878553, "id-copy": 10878553, "alias": "Fido", "name": "FidoWillcox", "user-since": datetime("2007-01-10T01:06:54.000Z"), "user-since-copy": datetime("2007-01-10T01:06:54.000Z"), "friend-ids": {{ 28379360, 45087756, 15173549, 15693878, 23925453, 44178250, 26895550, 35260808, 9946110 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2012-02-09"), "end-date": date("2012-06-24") } ] }
-{ "id": 10896556, "id-copy": 10896556, "alias": "Kimberleigh", "name": "KimberleighWoolery", "user-since": datetime("2005-05-12T17:22:37.000Z"), "user-since-copy": datetime("2005-05-12T17:22:37.000Z"), "friend-ids": {{ 6300953, 46149018, 25478406, 577782, 38073266, 11461118, 10240145, 686269, 37990652, 26865957 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2007-05-03") } ] }
-{ "id": 10904125, "id-copy": 10904125, "alias": "Jarred", "name": "JarredRopes", "user-since": datetime("2005-11-09T09:53:06.000Z"), "user-since-copy": datetime("2005-11-09T09:53:06.000Z"), "friend-ids": {{ 26810, 23763346, 5064508, 26124598 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2007-12-28"), "end-date": date("2009-04-23") } ] }
-{ "id": 10905721, "id-copy": 10905721, "alias": "Tibby", "name": "TibbyPriebe", "user-since": datetime("2010-04-09T18:32:02.000Z"), "user-since-copy": datetime("2010-04-09T18:32:02.000Z"), "friend-ids": {{ 18406663, 1072532, 16897765 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2007-05-05"), "end-date": date("2007-03-06") } ] }
-{ "id": 10913971, "id-copy": 10913971, "alias": "Marylyn", "name": "MarylynBuehler", "user-since": datetime("2008-03-02T11:14:18.000Z"), "user-since-copy": datetime("2008-03-02T11:14:18.000Z"), "friend-ids": {{ 36555710, 21041383, 37895483, 11392039, 5195346, 12022072, 5206222, 37834919, 434970, 4441054, 39212196, 12773393 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2000-01-11") } ] }
-{ "id": 10936798, "id-copy": 10936798, "alias": "Chang", "name": "ChangBriner", "user-since": datetime("2011-01-21T02:58:13.000Z"), "user-since-copy": datetime("2011-01-21T02:58:13.000Z"), "friend-ids": {{ 44173597, 3293094, 47813131, 8981206, 36324479, 16594808, 20038389, 11223092, 7224123, 10682354, 7270314, 5170866, 10241023, 43090387, 21910381, 36504407, 18319458, 19534667, 14493618, 11394344, 5990164, 35322441 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2004-12-09"), "end-date": date("2006-08-28") } ] }
-{ "id": 10948315, "id-copy": 10948315, "alias": "Munro", "name": "MunroDiegel", "user-since": datetime("2006-11-24T10:55:36.000Z"), "user-since-copy": datetime("2006-11-24T10:55:36.000Z"), "friend-ids": {{ 46912879, 47760999, 8438850, 12005776, 7286415, 41598308, 42462653, 2040525, 8432844, 39644931 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2011-08-08"), "end-date": date("2011-09-27") } ] }
-{ "id": 10955896, "id-copy": 10955896, "alias": "Felton", "name": "FeltonRiggle", "user-since": datetime("2010-08-18T08:55:19.000Z"), "user-since-copy": datetime("2010-08-18T08:55:19.000Z"), "friend-ids": {{ 9250996, 46302470, 16921353, 21053478, 40274566, 25492381, 7743899 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-09-10"), "end-date": date("2009-01-22") } ] }
-{ "id": 10967305, "id-copy": 10967305, "alias": "Harrietta", "name": "HarriettaClewett", "user-since": datetime("2008-05-11T02:34:28.000Z"), "user-since-copy": datetime("2008-05-11T02:34:28.000Z"), "friend-ids": {{ 3346670, 25522849, 46919524, 22773543, 8985252, 43521041, 14951485, 45977993, 21285106, 17023357, 615364, 23079537, 23459313, 31663735, 24201883, 39321873, 47183802, 26870642, 34447310, 4848880, 17078809, 14119447, 39460378 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2012-05-12"), "end-date": date("2012-06-25") } ] }
-{ "id": 10975810, "id-copy": 10975810, "alias": "Davin", "name": "DavinKifer", "user-since": datetime("2005-08-19T20:23:07.000Z"), "user-since-copy": datetime("2005-08-19T20:23:07.000Z"), "friend-ids": {{ 20162027, 7842505, 3191764, 11487126, 44589086, 14959953, 18826364, 18917713, 37717273, 24319173, 1393081, 19608709, 47932966, 37681921, 47734310, 21616345, 21035793, 9650227, 43642280, 21890130, 17249802, 27944839 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2011-12-17"), "end-date": date("2011-12-01") } ] }
-{ "id": 10989949, "id-copy": 10989949, "alias": "Kaylyn", "name": "KaylynElder", "user-since": datetime("2011-01-13T12:02:13.000Z"), "user-since-copy": datetime("2011-01-13T12:02:13.000Z"), "friend-ids": {{ 22698118, 31639011, 11500577, 13007617, 26781164, 20827141, 9916306, 26415081, 14027605, 19305199, 45276489, 17632806, 42243983 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2006-01-05") } ] }
-{ "id": 10992421, "id-copy": 10992421, "alias": "Ashleigh", "name": "AshleighStroh", "user-since": datetime("2009-10-20T03:03:48.000Z"), "user-since-copy": datetime("2009-10-20T03:03:48.000Z"), "friend-ids": {{ 34581685, 36997971, 29555907, 34868441, 31092587, 9963667, 60170, 19708784, 26201942, 27806479, 40464656, 27628428, 5144660, 44794976, 9937339 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2001-11-04") } ] }
-{ "id": 11001610, "id-copy": 11001610, "alias": "Keven", "name": "KevenWildman", "user-since": datetime("2006-09-07T02:21:33.000Z"), "user-since-copy": datetime("2006-09-07T02:21:33.000Z"), "friend-ids": {{ 14316856, 4291050 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-06-20"), "end-date": date("2012-06-09") } ] }
-{ "id": 11003527, "id-copy": 11003527, "alias": "Clitus", "name": "ClitusDickinson", "user-since": datetime("2007-10-18T04:59:18.000Z"), "user-since-copy": datetime("2007-10-18T04:59:18.000Z"), "friend-ids": {{ 26264340, 47892511, 18715043, 43994375, 42874707, 44696774, 7281939 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2006-09-15") } ] }
-{ "id": 11010904, "id-copy": 11010904, "alias": "Chang", "name": "ChangSteele", "user-since": datetime("2009-02-24T01:43:56.000Z"), "user-since-copy": datetime("2009-02-24T01:43:56.000Z"), "friend-ids": {{ 19212881, 4019921, 24976558, 47613555, 26049623, 17656988, 24011085, 31763054, 21741933, 31356824, 9651386, 35034682, 5665574, 31306405, 38922156, 9837341, 31865250, 12415354 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2005-09-20"), "end-date": date("2005-05-28") } ] }
-{ "id": 11016238, "id-copy": 11016238, "alias": "Justy", "name": "JustyShaner", "user-since": datetime("2008-06-17T22:08:29.000Z"), "user-since-copy": datetime("2008-06-17T22:08:29.000Z"), "friend-ids": {{ 23689951, 17071721, 9194411, 34128749, 46316500, 31173605, 32802286, 26107462, 6561314, 9993897, 14746369, 7297148, 41466258 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2003-12-12"), "end-date": date("2007-04-12") } ] }
-{ "id": 11022826, "id-copy": 11022826, "alias": "Virgee", "name": "VirgeeHolts", "user-since": datetime("2012-01-17T22:54:54.000Z"), "user-since-copy": datetime("2012-01-17T22:54:54.000Z"), "friend-ids": {{ 40134062, 13624785, 23477090, 26708578, 18967215, 21325604, 15522457, 25873528 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2004-05-09"), "end-date": date("2010-06-15") } ] }
-{ "id": 11022889, "id-copy": 11022889, "alias": "Aubrey", "name": "AubreyMccallum", "user-since": datetime("2009-08-17T02:42:54.000Z"), "user-since-copy": datetime("2009-08-17T02:42:54.000Z"), "friend-ids": {{ 22265320, 4304911, 3403321, 20791603, 31499855, 22278594, 14580040, 31651270, 14509751, 13733306, 10947101, 7713960 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2001-01-11") } ] }
-{ "id": 11049715, "id-copy": 11049715, "alias": "Carlo", "name": "CarloBrooks", "user-since": datetime("2005-03-23T21:46:06.000Z"), "user-since-copy": datetime("2005-03-23T21:46:06.000Z"), "friend-ids": {{ 8214850, 7465603, 15385071, 32299168, 5993026, 3262895, 24995417, 25987462, 10230501, 12537459, 44597291, 33492282, 30758369, 15589085, 6799067, 23023304, 42597416, 10978280, 40668626, 25650335, 37336071 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-09-15"), "end-date": date("2011-09-03") } ] }
-{ "id": 11059435, "id-copy": 11059435, "alias": "Lucina", "name": "LucinaDurstine", "user-since": datetime("2007-04-14T19:19:23.000Z"), "user-since-copy": datetime("2007-04-14T19:19:23.000Z"), "friend-ids": {{ 18983436, 36225185, 42601602, 22134709, 20671612 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2009-06-15") } ] }
-{ "id": 11068231, "id-copy": 11068231, "alias": "Dinah", "name": "DinahSwink", "user-since": datetime("2012-05-02T04:24:33.000Z"), "user-since-copy": datetime("2012-05-02T04:24:33.000Z"), "friend-ids": {{ 31542440, 17451543, 32642661, 27867264, 32718667, 43042567, 7921827 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2003-04-10"), "end-date": date("2003-10-03") } ] }
-{ "id": 11072782, "id-copy": 11072782, "alias": "Jewel", "name": "JewelSchreckengost", "user-since": datetime("2012-06-04T18:20:29.000Z"), "user-since-copy": datetime("2012-06-04T18:20:29.000Z"), "friend-ids": {{ 47896348, 34649239, 38135221, 19731900, 14383059, 3639686, 28133949, 1326525, 415048, 34486382, 32809579, 31754806, 33563370 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-03-06") } ] }
-{ "id": 11089501, "id-copy": 11089501, "alias": "Antonette", "name": "AntonetteBrandenburg", "user-since": datetime("2010-01-02T05:42:44.000Z"), "user-since-copy": datetime("2010-01-02T05:42:44.000Z"), "friend-ids": {{ 18054329, 21707156, 1570987, 17610288, 32279976, 10880989, 37459189, 9057880, 46495123, 29331373, 20615029, 22282366, 22218648, 15950453, 30669615, 46097959, 16640911, 15896647 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2004-10-01"), "end-date": date("2009-02-20") } ] }
-{ "id": 11116465, "id-copy": 11116465, "alias": "Read", "name": "ReadOppenheimer", "user-since": datetime("2012-08-23T03:38:20.000Z"), "user-since-copy": datetime("2012-08-23T03:38:20.000Z"), "friend-ids": {{ 18679034, 12828526, 13510152, 28052139, 20367021, 30392195, 41580515, 2644015, 29573423, 22838698 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2009-11-05") } ] }
-{ "id": 11130676, "id-copy": 11130676, "alias": "Krystal", "name": "KrystalDavis", "user-since": datetime("2008-08-18T00:59:11.000Z"), "user-since-copy": datetime("2008-08-18T00:59:11.000Z"), "friend-ids": {{ 44775993, 31503397, 32012007, 16923302, 37099907, 14276165, 40040126, 38310068 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2003-11-21") } ] }
-{ "id": 11130781, "id-copy": 11130781, "alias": "Kenia", "name": "KeniaMiller", "user-since": datetime("2008-05-27T02:28:18.000Z"), "user-since-copy": datetime("2008-05-27T02:28:18.000Z"), "friend-ids": {{ 43139868, 16103105, 25352928, 23612973, 9645914, 20517323, 40438742, 47972276, 7395189, 44164898, 2805123, 33235701, 39846510, 21170026, 14223369, 14077979 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-06-24"), "end-date": date("2011-04-08") } ] }
-{ "id": 11131138, "id-copy": 11131138, "alias": "Maximillian", "name": "MaximillianSloan", "user-since": datetime("2009-12-26T13:02:42.000Z"), "user-since-copy": datetime("2009-12-26T13:02:42.000Z"), "friend-ids": {{ 4007900, 16474597, 36917058, 46709116, 35833748, 7074328, 6125321, 40646485, 23690629, 3251896, 3973740, 17863849, 9389737, 26501803, 4207105 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2010-10-16") } ] }
-{ "id": 11131756, "id-copy": 11131756, "alias": "Sharlene", "name": "SharleneFinlay", "user-since": datetime("2006-01-11T00:34:50.000Z"), "user-since-copy": datetime("2006-01-11T00:34:50.000Z"), "friend-ids": {{ 47024803, 17225785, 29871165, 14503159, 22992924, 38939801, 44563447, 101625, 40957129, 24838380, 7187619, 45283524, 31617405, 517806, 28714183, 32966332, 24006006 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2008-02-16"), "end-date": date("2011-09-12") } ] }
-{ "id": 11135899, "id-copy": 11135899, "alias": "Bailey", "name": "BaileyMoonshower", "user-since": datetime("2011-08-28T07:36:28.000Z"), "user-since-copy": datetime("2011-08-28T07:36:28.000Z"), "friend-ids": {{ 29802790, 16418079 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2010-05-17") } ] }
-{ "id": 11139106, "id-copy": 11139106, "alias": "Faith", "name": "FaithHicks", "user-since": datetime("2008-01-08T07:44:36.000Z"), "user-since-copy": datetime("2008-01-08T07:44:36.000Z"), "friend-ids": {{ 5409553, 11995627, 30724106, 17065157, 29513453, 38627025, 34382279, 36487812, 4292416, 19328709, 42169589, 18029462, 20202054, 8738011, 18339448, 2522742, 35366856, 10669527, 44287935, 47124982, 25912125, 38893810, 42212137, 22227146 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2000-11-15"), "end-date": date("2002-10-01") } ] }
-{ "id": 11145823, "id-copy": 11145823, "alias": "Rebeccah", "name": "RebeccahTodd", "user-since": datetime("2007-03-25T15:13:08.000Z"), "user-since-copy": datetime("2007-03-25T15:13:08.000Z"), "friend-ids": {{ 46132741, 11527757, 27573172, 45663865, 45572803, 30569464, 31892238 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-04-07") } ] }
-{ "id": 11147050, "id-copy": 11147050, "alias": "Karena", "name": "KarenaTanner", "user-since": datetime("2007-03-17T08:50:48.000Z"), "user-since-copy": datetime("2007-03-17T08:50:48.000Z"), "friend-ids": {{ 39952587, 2518830, 30305705, 21365609, 45914603, 2590495, 8595660 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2000-11-13"), "end-date": date("2009-01-10") } ] }
-{ "id": 11158711, "id-copy": 11158711, "alias": "Gwendolen", "name": "GwendolenBousum", "user-since": datetime("2007-07-06T10:35:24.000Z"), "user-since-copy": datetime("2007-07-06T10:35:24.000Z"), "friend-ids": {{ 22558162, 31443428, 22992355, 19452651, 23323540, 41272500, 17328954, 37489389, 35041092, 42476655 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2005-05-23") } ] }
-{ "id": 11179192, "id-copy": 11179192, "alias": "Derren", "name": "DerrenClose", "user-since": datetime("2008-04-28T09:18:19.000Z"), "user-since-copy": datetime("2008-04-28T09:18:19.000Z"), "friend-ids": {{ 43947479, 30154889, 10673575, 8056171, 28691242, 22881730, 15291446, 7331632, 32819016, 35194153 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-10-24"), "end-date": date("2006-08-12") } ] }
-{ "id": 11187373, "id-copy": 11187373, "alias": "Garfield", "name": "GarfieldWible", "user-since": datetime("2009-06-19T05:22:16.000Z"), "user-since-copy": datetime("2009-06-19T05:22:16.000Z"), "friend-ids": {{ 24453777, 20841948, 12224610, 30351943, 17826670, 36119836, 27850423, 4004658, 42610631, 25893845, 46022891, 33018964, 37844844, 1705377, 38811008, 36802000 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2000-02-22") } ] }
-{ "id": 11190361, "id-copy": 11190361, "alias": "Jancis", "name": "JancisFeufer", "user-since": datetime("2005-08-04T13:00:03.000Z"), "user-since-copy": datetime("2005-08-04T13:00:03.000Z"), "friend-ids": {{ 29421411, 15938833, 13248806, 1321174, 32401361, 34058563, 39735399, 35531531, 2631116, 1167996, 18366452, 45021961, 246133 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2003-08-27") } ] }
-{ "id": 11196118, "id-copy": 11196118, "alias": "Carson", "name": "CarsonBusk", "user-since": datetime("2006-07-23T07:08:34.000Z"), "user-since-copy": datetime("2006-07-23T07:08:34.000Z"), "friend-ids": {{ 36454884, 31755449, 44569587 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2007-08-13") } ] }
-{ "id": 11220541, "id-copy": 11220541, "alias": "Phyllida", "name": "PhyllidaRing", "user-since": datetime("2012-03-01T06:11:58.000Z"), "user-since-copy": datetime("2012-03-01T06:11:58.000Z"), "friend-ids": {{ 609357, 45820919, 17439004, 16790980, 27878958, 13930012, 20759108, 23987257, 29330180, 9298668, 10644382, 2596101, 29705735, 13371057, 41709459, 6973880, 41608321, 41344973, 9555209, 37508452, 26445359, 7693361, 12059348 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-12-05"), "end-date": date("2009-09-16") } ] }
-{ "id": 11230663, "id-copy": 11230663, "alias": "Caryl", "name": "CarylSmail", "user-since": datetime("2006-03-17T16:52:51.000Z"), "user-since-copy": datetime("2006-03-17T16:52:51.000Z"), "friend-ids": {{ 32153460, 21186863, 24199212, 25220508, 26590053, 42433121, 35372685 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-12-05") } ] }
-{ "id": 11233525, "id-copy": 11233525, "alias": "Syd", "name": "SydSauter", "user-since": datetime("2010-12-18T02:44:55.000Z"), "user-since-copy": datetime("2010-12-18T02:44:55.000Z"), "friend-ids": {{ 6312313, 17431246, 36729581, 3715101, 39534341, 10333995, 36042764, 14014852, 27375328, 17089631, 24066240, 42616402, 34049424, 29807262, 25669160, 43435752, 46702290, 27418631, 13587383, 14811241 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2010-06-21") } ] }
-{ "id": 11235340, "id-copy": 11235340, "alias": "Maurice", "name": "MauriceHayhurst", "user-since": datetime("2008-12-24T05:11:37.000Z"), "user-since-copy": datetime("2008-12-24T05:11:37.000Z"), "friend-ids": {{ 36045307, 37144109, 37142113, 38379399, 21011762, 30698208, 3185430, 24698099, 39750599, 1820110, 19740583, 5658727, 33165497, 27066109, 20299488, 26484094, 17984991, 9623240, 15287433, 32468842, 34023148, 16744372, 30389952, 40305465 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2011-05-19"), "end-date": date("2011-11-15") } ] }
-{ "id": 11244439, "id-copy": 11244439, "alias": "Francene", "name": "FranceneArmstrong", "user-since": datetime("2009-11-12T19:32:27.000Z"), "user-since-copy": datetime("2009-11-12T19:32:27.000Z"), "friend-ids": {{ 27784445, 37528954, 14014093, 18695376 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-06-26") } ] }
-{ "id": 11252185, "id-copy": 11252185, "alias": "Quintin", "name": "QuintinMcdonald", "user-since": datetime("2010-09-27T08:09:51.000Z"), "user-since-copy": datetime("2010-09-27T08:09:51.000Z"), "friend-ids": {{ 17231767, 1840658, 32389773, 31328720, 18446903, 48007173, 40417004, 41543048, 4774035, 43047815, 24232919, 936390, 20744224, 39536211, 34205950, 38429209, 399190, 38425767, 8776604, 10360244, 28414116, 15735235, 6431904 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-10-04") } ] }
-{ "id": 11262439, "id-copy": 11262439, "alias": "Alexandra", "name": "AlexandraStocker", "user-since": datetime("2010-08-28T03:48:52.000Z"), "user-since-copy": datetime("2010-08-28T03:48:52.000Z"), "friend-ids": {{ 16331707 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2010-12-04") } ] }
-{ "id": 11281576, "id-copy": 11281576, "alias": "Louisa", "name": "LouisaWheeler", "user-since": datetime("2005-01-19T05:34:26.000Z"), "user-since-copy": datetime("2005-01-19T05:34:26.000Z"), "friend-ids": {{ 29655724, 29204886, 24086191, 36260050, 502778, 368888, 42853595, 40434954, 46768026, 17096472, 33160972, 15621748, 46246949, 14174435, 99088, 44271646, 3676253, 11744063, 21957250, 34611796, 32735521, 45352911, 6097178, 3796892 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-03-05") } ] }
-{ "id": 11287666, "id-copy": 11287666, "alias": "Darian", "name": "DarianHurst", "user-since": datetime("2009-05-11T03:33:37.000Z"), "user-since-copy": datetime("2009-05-11T03:33:37.000Z"), "friend-ids": {{ 34901893, 38687373, 30369991, 44597588, 41413513, 24197212, 36791517, 19949174, 23092611, 29695794, 7024108, 25202811, 10231736, 3754404, 15863600, 30772236, 21615658 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2012-04-12"), "end-date": date("2012-05-07") } ] }
-{ "id": 11289733, "id-copy": 11289733, "alias": "Jettie", "name": "JettieElinor", "user-since": datetime("2006-03-02T09:44:17.000Z"), "user-since-copy": datetime("2006-03-02T09:44:17.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2002-07-25"), "end-date": date("2005-01-16") } ] }
-{ "id": 11302930, "id-copy": 11302930, "alias": "Eustace", "name": "EustaceKava", "user-since": datetime("2011-08-24T18:08:32.000Z"), "user-since-copy": datetime("2011-08-24T18:08:32.000Z"), "friend-ids": {{ 31173988, 7044500, 11649679, 34385410, 3097267, 24759223, 20452579, 7436501, 4500062, 765860, 14592959, 582267, 25586360, 6035361, 38333776, 47384154, 22158173 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2004-05-24") } ] }
-{ "id": 11313361, "id-copy": 11313361, "alias": "Lashawn", "name": "LashawnSchuth", "user-since": datetime("2006-08-24T02:37:43.000Z"), "user-since-copy": datetime("2006-08-24T02:37:43.000Z"), "friend-ids": {{ 3844342, 31605302, 11335667, 3890958 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2001-04-04"), "end-date": date("2006-12-03") } ] }
-{ "id": 11316178, "id-copy": 11316178, "alias": "Carlene", "name": "CarleneArchibald", "user-since": datetime("2007-09-02T16:24:57.000Z"), "user-since-copy": datetime("2007-09-02T16:24:57.000Z"), "friend-ids": {{ 45522809, 33213012, 2265630, 27087141, 7247502, 38659338, 33327692, 43927391, 41809132, 4738869, 9663680, 45809341, 38204579, 17145650, 23991333, 9915598, 28129675, 47406993, 37554697 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2007-12-15"), "end-date": date("2008-06-02") } ] }
-{ "id": 11321269, "id-copy": 11321269, "alias": "Wilford", "name": "WilfordFuhrer", "user-since": datetime("2012-01-25T14:53:32.000Z"), "user-since-copy": datetime("2012-01-25T14:53:32.000Z"), "friend-ids": {{ 6210425, 27216911, 3113058, 28094966, 119775, 805604, 43386400, 46812881, 22339620, 46498863, 26422270, 43219229, 40022359, 39446155 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2001-07-06") } ] }
-{ "id": 11357614, "id-copy": 11357614, "alias": "Denys", "name": "DenysMcintosh", "user-since": datetime("2006-01-15T22:32:48.000Z"), "user-since-copy": datetime("2006-01-15T22:32:48.000Z"), "friend-ids": {{ 10713170, 21699820, 14949046, 7935772, 21404351, 21078565, 15867691, 41676271, 2655928, 22987809, 16585582, 8318693, 46886662, 15081903, 47617713, 6317213, 32997127 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2008-08-28") } ] }
-{ "id": 11373598, "id-copy": 11373598, "alias": "Dina", "name": "DinaDriggers", "user-since": datetime("2010-01-06T22:56:18.000Z"), "user-since-copy": datetime("2010-01-06T22:56:18.000Z"), "friend-ids": {{ 8839886, 10146989, 10877857, 11710726, 5699142, 27984085, 12834284 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2012-07-25") } ] }
-{ "id": 11381089, "id-copy": 11381089, "alias": "Earlene", "name": "EarleneAmmons", "user-since": datetime("2010-03-24T05:25:35.000Z"), "user-since-copy": datetime("2010-03-24T05:25:35.000Z"), "friend-ids": {{ 25392364, 36996951, 16110083, 9799716, 22893553, 28551996, 7706432, 14225386, 15633254, 39395931, 46707062, 37226919, 8532306, 3765988, 20939685, 31136325, 45222021, 15355741, 8760941, 12045616, 6890610, 13560532, 44914868, 37744233 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2000-06-10") } ] }
-{ "id": 11427025, "id-copy": 11427025, "alias": "Kyran", "name": "KyranKlockman", "user-since": datetime("2007-11-24T11:35:40.000Z"), "user-since-copy": datetime("2007-11-24T11:35:40.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-06-10"), "end-date": date("2008-10-25") } ] }
-{ "id": 11435779, "id-copy": 11435779, "alias": "Jonty", "name": "JontyLarson", "user-since": datetime("2012-04-11T08:34:47.000Z"), "user-since-copy": datetime("2012-04-11T08:34:47.000Z"), "friend-ids": {{ 37343432, 9979565, 14647518, 32490112, 26673699, 22447290, 40923710, 47426439 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2010-08-24"), "end-date": date("2011-06-21") } ] }
-{ "id": 11454253, "id-copy": 11454253, "alias": "Fairy", "name": "FairyFoster", "user-since": datetime("2007-05-04T11:48:12.000Z"), "user-since-copy": datetime("2007-05-04T11:48:12.000Z"), "friend-ids": {{ 15077027, 13719617, 3663639, 16159577, 29937764, 11018999, 36883485, 35967804, 16558412, 19456409, 33156277, 8763694, 9279896 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2012-07-10") } ] }
-{ "id": 11455492, "id-copy": 11455492, "alias": "Cymbeline", "name": "CymbelineEliza", "user-since": datetime("2010-05-03T21:32:10.000Z"), "user-since-copy": datetime("2010-05-03T21:32:10.000Z"), "friend-ids": {{ 27738860, 21711920, 47805508, 33507501, 22648267, 1006513, 23617648, 20104970, 8132761, 14963107, 19477123 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2002-07-25") } ] }
-{ "id": 11515477, "id-copy": 11515477, "alias": "Kassandra", "name": "KassandraByers", "user-since": datetime("2005-05-24T10:27:06.000Z"), "user-since-copy": datetime("2005-05-24T10:27:06.000Z"), "friend-ids": {{ 23979652, 25789717, 7769765, 30747470, 30667193, 22447318, 42934938, 24601934, 31839813, 18960206, 30913033, 39059809, 18213877, 3731518, 10573130, 37902022 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-01-13") } ] }
-{ "id": 11515828, "id-copy": 11515828, "alias": "Christa", "name": "ChristaWain", "user-since": datetime("2007-05-01T13:32:18.000Z"), "user-since-copy": datetime("2007-05-01T13:32:18.000Z"), "friend-ids": {{ 9081871, 27897837, 47641133, 1224070, 41007475, 39553691, 10757036, 28663201, 44842180, 24894191, 42128523, 30703082, 27281648, 9786943 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2012-05-04") } ] }
-{ "id": 11529730, "id-copy": 11529730, "alias": "Linwood", "name": "LinwoodZadovsky", "user-since": datetime("2007-03-13T03:41:20.000Z"), "user-since-copy": datetime("2007-03-13T03:41:20.000Z"), "friend-ids": {{ 23516069, 24312236, 23750591, 36982495, 36483830 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2008-01-25") } ] }
-{ "id": 11534575, "id-copy": 11534575, "alias": "Sena", "name": "SenaWeidemann", "user-since": datetime("2008-05-25T01:11:53.000Z"), "user-since-copy": datetime("2008-05-25T01:11:53.000Z"), "friend-ids": {{ 8564372, 20258364, 35812476, 36877724, 30983504, 17757915, 42833517 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2003-04-22") } ] }
-{ "id": 11559613, "id-copy": 11559613, "alias": "Mick", "name": "MickWilkinson", "user-since": datetime("2005-12-23T15:11:33.000Z"), "user-since-copy": datetime("2005-12-23T15:11:33.000Z"), "friend-ids": {{ 4641355 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2000-06-03") } ] }
-{ "id": 11587057, "id-copy": 11587057, "alias": "Meagan", "name": "MeaganHays", "user-since": datetime("2012-08-15T21:45:05.000Z"), "user-since-copy": datetime("2012-08-15T21:45:05.000Z"), "friend-ids": {{ 26887765, 1940688, 10308941, 42037682, 1716669, 38995955, 17690888, 23227010, 4054166, 22275630, 6863237, 15140164, 38703696, 19044355, 43996569, 12255978, 28516070 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2003-02-26"), "end-date": date("2010-08-05") } ] }
-{ "id": 11588467, "id-copy": 11588467, "alias": "Soon", "name": "SoonHays", "user-since": datetime("2011-12-21T05:33:54.000Z"), "user-since-copy": datetime("2011-12-21T05:33:54.000Z"), "friend-ids": {{ 659930 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2009-05-20"), "end-date": date("2009-07-16") } ] }
-{ "id": 11591713, "id-copy": 11591713, "alias": "Nannie", "name": "NannieDiller", "user-since": datetime("2008-11-27T08:31:02.000Z"), "user-since-copy": datetime("2008-11-27T08:31:02.000Z"), "friend-ids": {{ 26059738, 32515289, 13702345, 16949001, 10188160, 30251286 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2000-11-27") } ] }
-{ "id": 11592799, "id-copy": 11592799, "alias": "Booker", "name": "BookerBurkett", "user-since": datetime("2008-07-19T14:13:28.000Z"), "user-since-copy": datetime("2008-07-19T14:13:28.000Z"), "friend-ids": {{ 8693431, 28970363, 8276536, 42506445, 20113337, 40761495 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2010-10-26"), "end-date": date("2010-11-15") } ] }
-{ "id": 11598403, "id-copy": 11598403, "alias": "Jo", "name": "JoCattley", "user-since": datetime("2008-01-04T03:33:03.000Z"), "user-since-copy": datetime("2008-01-04T03:33:03.000Z"), "friend-ids": {{ 28948698, 9851844, 31708351, 28418023, 33052184, 24995451, 2840550, 19426008, 3790086 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2006-09-15") } ] }
-{ "id": 11616502, "id-copy": 11616502, "alias": "Bernetta", "name": "BernettaMackendoerfer", "user-since": datetime("2005-04-22T03:41:17.000Z"), "user-since-copy": datetime("2005-04-22T03:41:17.000Z"), "friend-ids": {{ 18804036, 29570084, 43932411, 41492349, 46505981, 32524166, 5307968 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2004-08-14"), "end-date": date("2009-08-03") } ] }
-{ "id": 11616628, "id-copy": 11616628, "alias": "Jessamine", "name": "JessamineWolff", "user-since": datetime("2008-05-03T17:05:35.000Z"), "user-since-copy": datetime("2008-05-03T17:05:35.000Z"), "friend-ids": {{ 38285911, 42183685, 11422759, 25927239, 22771435, 47814309, 43146385, 39761181, 1670925, 15764683, 8068597, 3561105 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2007-07-26"), "end-date": date("2010-03-16") } ] }
-{ "id": 11625859, "id-copy": 11625859, "alias": "Zacharias", "name": "ZachariasSanner", "user-since": datetime("2007-06-12T21:21:21.000Z"), "user-since-copy": datetime("2007-06-12T21:21:21.000Z"), "friend-ids": {{ 13379571, 45822651, 39352555, 11549959, 24329960, 2142134, 15486962, 43011509, 46074449, 9322703 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2007-05-15") } ] }
-{ "id": 11626156, "id-copy": 11626156, "alias": "Laurine", "name": "LaurineBastion", "user-since": datetime("2012-05-14T21:34:43.000Z"), "user-since-copy": datetime("2012-05-14T21:34:43.000Z"), "friend-ids": {{ 13978691, 24432513, 41105156, 4981880 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-03-09") } ] }
-{ "id": 11633284, "id-copy": 11633284, "alias": "Quinn", "name": "QuinnMillhouse", "user-since": datetime("2006-08-06T07:42:49.000Z"), "user-since-copy": datetime("2006-08-06T07:42:49.000Z"), "friend-ids": {{ 15791690, 46827169, 41678324, 25101779, 24496106, 29442447, 29240215, 23819212, 11076551, 27248100, 1506119, 37415860 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2008-01-06") } ] }
-{ "id": 11633326, "id-copy": 11633326, "alias": "Jodi", "name": "JodiBrindle", "user-since": datetime("2009-01-02T19:57:58.000Z"), "user-since-copy": datetime("2009-01-02T19:57:58.000Z"), "friend-ids": {{ 5287281, 24414393, 31942570, 45025515, 35679462, 45244705, 4931287, 11590610, 39846242, 14999029, 38735562, 6275771, 33435194 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2009-11-25") } ] }
-{ "id": 11659237, "id-copy": 11659237, "alias": "Orlando", "name": "OrlandoMcloskey", "user-since": datetime("2006-09-15T00:02:58.000Z"), "user-since-copy": datetime("2006-09-15T00:02:58.000Z"), "friend-ids": {{ 18927260, 17411696, 20569511, 5242025, 18974872, 24923117, 42416784, 37339853, 42886763, 12241986, 40609114, 8814896, 30383771, 23631329, 41937811, 13354366, 40113344, 11968348, 23416173, 1546554, 46467044, 5542363, 32084191, 3049632 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2006-04-20") } ] }
-{ "id": 11681410, "id-copy": 11681410, "alias": "Wendell", "name": "WendellGarneys", "user-since": datetime("2007-07-23T13:10:29.000Z"), "user-since-copy": datetime("2007-07-23T13:10:29.000Z"), "friend-ids": {{ 11124106, 3438927, 28547601, 18074764, 35037765, 25438231, 8196141, 26000844, 6063826, 22981069, 31549929, 33158093, 40748728, 12245244, 2442169, 7879517, 877005, 24286984 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2008-02-10"), "end-date": date("2008-05-15") } ] }
-{ "id": 11721010, "id-copy": 11721010, "alias": "Eliot", "name": "EliotTennant", "user-since": datetime("2009-07-25T22:16:20.000Z"), "user-since-copy": datetime("2009-07-25T22:16:20.000Z"), "friend-ids": {{ 41972338, 13293762, 47012929, 13695904, 25235210, 39246961, 36832468, 26854695, 3046764, 17117110, 10902219, 36959080, 32665222 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-11-26") } ] }
-{ "id": 11723506, "id-copy": 11723506, "alias": "Odelia", "name": "OdeliaPaul", "user-since": datetime("2006-03-14T15:49:03.000Z"), "user-since-copy": datetime("2006-03-14T15:49:03.000Z"), "friend-ids": {{ 874326, 37021972, 27293893, 40453006, 44728117, 338941, 22832206, 11391929, 46420525 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2012-05-05") } ] }
-{ "id": 11729626, "id-copy": 11729626, "alias": "Kassandra", "name": "KassandraBaker", "user-since": datetime("2010-12-26T12:18:49.000Z"), "user-since-copy": datetime("2010-12-26T12:18:49.000Z"), "friend-ids": {{ 2336026, 15350108, 46098823, 35193308, 34644345, 45989141, 31179029, 15991657, 12863616, 18297246, 26571280, 16935684, 31339122, 10623785, 24666322, 23094237, 28117245, 40096052, 37538843, 8085609, 2437482, 8885815, 42016898, 4654048 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2007-07-10") } ] }
-{ "id": 11741821, "id-copy": 11741821, "alias": "Cal", "name": "CalHowe", "user-since": datetime("2005-12-27T20:26:31.000Z"), "user-since-copy": datetime("2005-12-27T20:26:31.000Z"), "friend-ids": {{ 45052138 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2006-12-10"), "end-date": date("2006-02-25") } ] }
-{ "id": 11762239, "id-copy": 11762239, "alias": "Guillermo", "name": "GuillermoCallison", "user-since": datetime("2009-02-12T13:46:40.000Z"), "user-since-copy": datetime("2009-02-12T13:46:40.000Z"), "friend-ids": {{ 3494924, 650832, 22099424, 11629223, 45581083, 206762, 27794516, 7639789, 31794781, 22985617, 17273963, 9120417, 9496942, 47474589, 47872578, 34639130, 37695869, 41346670, 7789418, 24870369, 31562430, 2414862, 41928569 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2008-07-26") } ] }
-{ "id": 11763463, "id-copy": 11763463, "alias": "Haven", "name": "HavenRaub", "user-since": datetime("2012-03-01T12:41:53.000Z"), "user-since-copy": datetime("2012-03-01T12:41:53.000Z"), "friend-ids": {{ 19981286 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2001-04-26") } ] }
-{ "id": 11788834, "id-copy": 11788834, "alias": "Benny", "name": "BennyAgg", "user-since": datetime("2011-12-19T14:28:16.000Z"), "user-since-copy": datetime("2011-12-19T14:28:16.000Z"), "friend-ids": {{ 6023130, 41817759, 15338300, 40598251, 38750529, 43646078, 9057658 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2006-09-16") } ] }
-{ "id": 11811196, "id-copy": 11811196, "alias": "Levi", "name": "LeviVeith", "user-since": datetime("2010-04-28T03:02:38.000Z"), "user-since-copy": datetime("2010-04-28T03:02:38.000Z"), "friend-ids": {{ 24907725, 35390929, 34837809, 5881290, 28179492, 44686412, 32544180, 20478414, 15685375, 8767940, 7295427 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2004-09-01") } ] }
-{ "id": 11840218, "id-copy": 11840218, "alias": "Deandre", "name": "DeandreMackendrick", "user-since": datetime("2012-07-03T08:22:13.000Z"), "user-since-copy": datetime("2012-07-03T08:22:13.000Z"), "friend-ids": {{ 36310775, 13455844, 1133499, 44183463, 28002311, 40758157, 33299342, 47526543, 9613784, 5698202, 1492720, 5663846 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2006-03-12"), "end-date": date("2009-08-08") } ] }
-{ "id": 11874358, "id-copy": 11874358, "alias": "Rachyl", "name": "RachylOmara", "user-since": datetime("2008-05-19T19:05:44.000Z"), "user-since-copy": datetime("2008-05-19T19:05:44.000Z"), "friend-ids": {{ 17070163, 39951748, 9940832, 6714785, 4963198, 17121038, 29997771, 21420071, 3672434, 37974288 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2001-11-11"), "end-date": date("2008-07-25") } ] }
-{ "id": 11919640, "id-copy": 11919640, "alias": "Blanch", "name": "BlanchHawkins", "user-since": datetime("2007-09-24T10:11:40.000Z"), "user-since-copy": datetime("2007-09-24T10:11:40.000Z"), "friend-ids": {{ 28731986, 7289796, 42121816, 33230171 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2007-09-17") } ] }
-{ "id": 11932807, "id-copy": 11932807, "alias": "Sheridan", "name": "SheridanCarr", "user-since": datetime("2009-05-17T01:39:53.000Z"), "user-since-copy": datetime("2009-05-17T01:39:53.000Z"), "friend-ids": {{ 12836351, 10066178, 40881248, 3744364, 18904729, 10238846, 27947251, 23407801, 39613208, 34468026, 20801656, 46114253, 26807188, 13084266, 27104805, 27016320, 25825154, 16782132, 29528918 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-09-04"), "end-date": date("2005-01-15") } ] }
-{ "id": 11954992, "id-copy": 11954992, "alias": "Caitlin", "name": "CaitlinLangston", "user-since": datetime("2007-01-02T01:50:34.000Z"), "user-since-copy": datetime("2007-01-02T01:50:34.000Z"), "friend-ids": {{ 23355687, 22474136, 28513847, 32515387, 44041844, 33706721, 10874992, 36341753, 34431157, 16146113, 15462591, 18188151, 29554174, 44940738, 25888018, 42795884, 14382632, 12734889, 11724519, 15830341, 25725320, 37580394, 24124411, 47984339 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2010-05-26"), "end-date": date("2010-03-28") } ] }
-{ "id": 11981266, "id-copy": 11981266, "alias": "Meghann", "name": "MeghannBatten", "user-since": datetime("2008-06-04T14:25:11.000Z"), "user-since-copy": datetime("2008-06-04T14:25:11.000Z"), "friend-ids": {{ 39206334, 28999157, 22813777 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2012-06-26") } ] }
-{ "id": 11988241, "id-copy": 11988241, "alias": "Cyrilla", "name": "CyrillaRohtin", "user-since": datetime("2005-02-10T08:24:14.000Z"), "user-since-copy": datetime("2005-02-10T08:24:14.000Z"), "friend-ids": {{ 32725541, 26677413, 29278988, 218049, 19833496, 20655804, 27991386, 5326490, 28583388, 41013948, 35541276, 41552165, 8526660 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2004-07-20"), "end-date": date("2004-08-19") } ] }
-{ "id": 9020338, "id-copy": 9020338, "alias": "Shenika", "name": "ShenikaColdsmith", "user-since": datetime("2011-02-22T08:03:05.000Z"), "user-since-copy": datetime("2011-02-22T08:03:05.000Z"), "friend-ids": {{ 28029790, 45719398, 12088661, 4134025, 27354070, 46504723, 23155578, 3370020, 26477155, 27314367, 7672726, 41117417 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2011-04-18") } ] }
-{ "id": 9035089, "id-copy": 9035089, "alias": "Marylyn", "name": "MarylynSteele", "user-since": datetime("2005-04-24T04:55:25.000Z"), "user-since-copy": datetime("2005-04-24T04:55:25.000Z"), "friend-ids": {{ 4250473, 16568038, 10872744, 32513859, 37267973, 2225211, 45148996, 1080441, 13013464, 10394988, 3316854, 8183563, 228753, 6849521, 8786964, 21073526 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2011-02-11"), "end-date": date("2011-10-08") } ] }
-{ "id": 9041443, "id-copy": 9041443, "alias": "Maria", "name": "MariaWard", "user-since": datetime("2006-12-25T01:24:40.000Z"), "user-since-copy": datetime("2006-12-25T01:24:40.000Z"), "friend-ids": {{ 10660010, 19103672, 11300656, 44383404, 36523093, 11434370, 34405687, 30889551, 4843181, 22025114, 26395363, 8607483, 25294309 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2005-06-13") } ] }
-{ "id": 9041689, "id-copy": 9041689, "alias": "Freeman", "name": "FreemanDriggers", "user-since": datetime("2011-05-23T03:51:13.000Z"), "user-since-copy": datetime("2011-05-23T03:51:13.000Z"), "friend-ids": {{ 29448942, 29196543, 22725448, 15145190, 11938396, 44028947, 18379392, 21813464, 7448397, 43717728, 10728731, 24177517, 29069798, 37056934, 27601399, 26867839, 16593922, 22247111 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2007-01-14") } ] }
-{ "id": 9043201, "id-copy": 9043201, "alias": "Eliseo", "name": "EliseoBagley", "user-since": datetime("2007-05-17T10:44:18.000Z"), "user-since-copy": datetime("2007-05-17T10:44:18.000Z"), "friend-ids": {{ 41250222, 28415639, 40825493, 11902499, 39161617, 16612650, 39102228, 46013732, 42664763, 20165539, 40891614, 2887877, 27999503, 5059039, 9617378, 16378780, 21987749 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2003-05-26") } ] }
-{ "id": 9045535, "id-copy": 9045535, "alias": "Ebenezer", "name": "EbenezerPery", "user-since": datetime("2008-06-05T17:48:45.000Z"), "user-since-copy": datetime("2008-06-05T17:48:45.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2012-04-07"), "end-date": date("2012-06-10") } ] }
-{ "id": 9050164, "id-copy": 9050164, "alias": "Haydee", "name": "HaydeeCook", "user-since": datetime("2005-08-28T12:13:59.000Z"), "user-since-copy": datetime("2005-08-28T12:13:59.000Z"), "friend-ids": {{ 26484166, 27686644, 42277018, 5893537, 34617524, 12158738, 41566344, 30653024, 23636324, 24072660, 1784294, 38620941, 40846838, 30303402, 27004887, 35907658, 42893556, 10118575, 47861482 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2007-11-23") } ] }
-{ "id": 9081124, "id-copy": 9081124, "alias": "Aureole", "name": "AureoleChappel", "user-since": datetime("2005-03-24T18:14:35.000Z"), "user-since-copy": datetime("2005-03-24T18:14:35.000Z"), "friend-ids": {{ 16199402, 2970920 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2005-07-19"), "end-date": date("2011-04-02") } ] }
-{ "id": 9107137, "id-copy": 9107137, "alias": "Woodrow", "name": "WoodrowMueller", "user-since": datetime("2012-06-15T04:53:52.000Z"), "user-since-copy": datetime("2012-06-15T04:53:52.000Z"), "friend-ids": {{ 39459662, 1343459, 16606290, 21443457, 29053037, 28244658, 27954195, 9411908, 2059678, 24579828, 40955404 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2002-02-11") } ] }
-{ "id": 9125827, "id-copy": 9125827, "alias": "Kary", "name": "KaryHildyard", "user-since": datetime("2006-03-17T23:21:33.000Z"), "user-since-copy": datetime("2006-03-17T23:21:33.000Z"), "friend-ids": {{ 5570026 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2007-09-27") } ] }
-{ "id": 9136882, "id-copy": 9136882, "alias": "Cassie", "name": "CassieGarratt", "user-since": datetime("2005-08-07T05:09:11.000Z"), "user-since-copy": datetime("2005-08-07T05:09:11.000Z"), "friend-ids": {{ 40916371, 42882703, 37748113, 45347468, 37653228, 15540626, 29276950, 31566687, 14600173, 12909057, 39561446, 41035377, 45987458, 43649639, 24488758, 25625568, 15566464, 584815, 35900688, 1079087, 46148561, 46404398 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2010-11-13"), "end-date": date("2010-09-04") } ] }
-{ "id": 9146107, "id-copy": 9146107, "alias": "Femie", "name": "FemieBurns", "user-since": datetime("2007-05-05T03:23:12.000Z"), "user-since-copy": datetime("2007-05-05T03:23:12.000Z"), "friend-ids": {{ 38688633, 2489245, 43502175, 34373436, 11854240, 23544813, 44263720, 20953878, 37021620, 16028559, 20673451, 46975172, 47409532, 44524395 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-07-26") } ] }
-{ "id": 9155080, "id-copy": 9155080, "alias": "Errol", "name": "ErrolLittle", "user-since": datetime("2011-12-20T07:09:25.000Z"), "user-since-copy": datetime("2011-12-20T07:09:25.000Z"), "friend-ids": {{ 17400275, 40794627, 12632163, 45365986, 7980045, 7368579, 40357205, 29279590, 258707, 38447445, 27048261, 19911849, 10768265, 24278809, 11940146, 33555290, 23286799, 40641141, 33877442 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-03-05") } ] }
-{ "id": 9168649, "id-copy": 9168649, "alias": "Harmony", "name": "HarmonyMackendoerfer", "user-since": datetime("2006-06-25T21:01:50.000Z"), "user-since-copy": datetime("2006-06-25T21:01:50.000Z"), "friend-ids": {{ 197057, 11973988, 2042364, 21282964, 25761405, 10180346, 39780287, 39243722, 2984620, 7756400, 21311572, 21013939, 16998045, 39135533, 47720897, 20316953 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2005-12-17"), "end-date": date("2009-07-11") } ] }
-{ "id": 9170767, "id-copy": 9170767, "alias": "Noble", "name": "NobleByers", "user-since": datetime("2012-04-19T03:21:33.000Z"), "user-since-copy": datetime("2012-04-19T03:21:33.000Z"), "friend-ids": {{ 17464807, 11911237, 31984348, 14323306, 21828766, 24212960, 3269277, 24648466, 30032203, 15837021, 12033801, 3899014, 6105665, 4416812, 33902540, 9640452, 3739829, 14414940, 36838129, 7327467, 35420130, 24031049 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2007-08-11") } ] }
-{ "id": 9179413, "id-copy": 9179413, "alias": "Benton", "name": "BentonMorland", "user-since": datetime("2006-02-08T13:43:03.000Z"), "user-since-copy": datetime("2006-02-08T13:43:03.000Z"), "friend-ids": {{ 25229017, 22411534, 46862190, 17238544, 10875646, 19572187, 9889710, 23940269, 24489112, 7997331, 8866147, 29705622, 35336434, 14756488, 40059408, 32606759, 37546068, 24168033, 20761302, 45465986, 27519909, 23920570, 3984052, 38799668 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-12-05") } ] }
-{ "id": 9205615, "id-copy": 9205615, "alias": "Eddie", "name": "EddieRosensteel", "user-since": datetime("2007-01-03T07:17:37.000Z"), "user-since-copy": datetime("2007-01-03T07:17:37.000Z"), "friend-ids": {{ 4208455, 19941893 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2005-11-15") } ] }
-{ "id": 9209866, "id-copy": 9209866, "alias": "Timothy", "name": "TimothyBuck", "user-since": datetime("2009-11-07T14:19:12.000Z"), "user-since-copy": datetime("2009-11-07T14:19:12.000Z"), "friend-ids": {{ 43082021, 25019103, 26061770, 7134151, 17663441, 35230064, 731481, 6719229, 23303796, 40777269 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2000-04-03"), "end-date": date("2000-04-20") } ] }
-{ "id": 9221836, "id-copy": 9221836, "alias": "Claud", "name": "ClaudPratt", "user-since": datetime("2008-01-01T04:10:02.000Z"), "user-since-copy": datetime("2008-01-01T04:10:02.000Z"), "friend-ids": {{ 35586361, 40548794, 7169299, 24675214, 21079165, 37323851, 16881366, 24433012, 38047831, 34495409, 33711705, 8957126, 38345318 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2002-12-05") } ] }
-{ "id": 9259234, "id-copy": 9259234, "alias": "Abigail", "name": "AbigailNicola", "user-since": datetime("2009-08-11T09:18:47.000Z"), "user-since-copy": datetime("2009-08-11T09:18:47.000Z"), "friend-ids": {{ 5465164, 47505082 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2006-02-22"), "end-date": date("2007-10-02") } ] }
-{ "id": 9267007, "id-copy": 9267007, "alias": "Perla", "name": "PerlaCox", "user-since": datetime("2009-04-14T20:56:37.000Z"), "user-since-copy": datetime("2009-04-14T20:56:37.000Z"), "friend-ids": {{ 8937408, 4640163, 41404266, 15668694, 21004833, 12635405, 40379208, 18641131, 14014264, 39008348, 36559306, 26261953, 3593955, 13559713, 34525259 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2003-07-02") } ] }
-{ "id": 9267397, "id-copy": 9267397, "alias": "Corbin", "name": "CorbinWhite", "user-since": datetime("2006-01-07T07:43:27.000Z"), "user-since-copy": datetime("2006-01-07T07:43:27.000Z"), "friend-ids": {{ 11772390, 16826538, 16103166, 3256508, 40044263, 44187580, 29521314, 46200384, 40192445, 1239869, 14257012, 21632509, 6292478, 38738535, 18136574, 8369661, 45672754 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2000-09-16"), "end-date": date("2003-07-12") } ] }
-{ "id": 9274378, "id-copy": 9274378, "alias": "Callista", "name": "CallistaCatleay", "user-since": datetime("2012-01-11T05:02:51.000Z"), "user-since-copy": datetime("2012-01-11T05:02:51.000Z"), "friend-ids": {{ 35709258, 45469345, 7683235, 10959232, 44123341, 35853639, 11693773, 39944820, 47667622, 42781782, 4756825, 23566535 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2002-04-15"), "end-date": date("2003-04-03") } ] }
-{ "id": 9286279, "id-copy": 9286279, "alias": "Barnaby", "name": "BarnabyAckerley", "user-since": datetime("2006-09-15T01:56:34.000Z"), "user-since-copy": datetime("2006-09-15T01:56:34.000Z"), "friend-ids": {{ 21236050, 22647474, 18898492, 22530993, 4332450, 38947319, 25882415, 47187086, 5810354, 18396369, 44918707, 9732196, 14821426, 148735 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2011-02-10") } ] }
-{ "id": 9291964, "id-copy": 9291964, "alias": "Ned", "name": "NedPullman", "user-since": datetime("2011-02-02T07:25:43.000Z"), "user-since-copy": datetime("2011-02-02T07:25:43.000Z"), "friend-ids": {{ 3168566, 3349059, 43400084, 26187570, 11222713, 9924690, 7250860, 9801843, 18856900, 3558502, 17237369, 20047877, 28454433, 12279948, 19319514, 36151797 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-08-11") } ] }
-{ "id": 9295696, "id-copy": 9295696, "alias": "Margaux", "name": "MargauxPerkins", "user-since": datetime("2012-05-23T04:28:13.000Z"), "user-since-copy": datetime("2012-05-23T04:28:13.000Z"), "friend-ids": {{ 23713491, 4271158, 27340057, 7815427, 14232017, 22868851, 2293397, 24147381, 11816307, 16597552, 47120663, 40746124, 9777479, 18134957, 39193317, 19755909, 42252346 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2006-02-17"), "end-date": date("2007-05-06") } ] }
-{ "id": 9313492, "id-copy": 9313492, "alias": "Tera", "name": "TeraWolfe", "user-since": datetime("2010-12-20T12:47:25.000Z"), "user-since-copy": datetime("2010-12-20T12:47:25.000Z"), "friend-ids": {{ 45424983, 18345704, 14849759, 31638064, 38670515, 48015953, 36114769 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2001-04-26"), "end-date": date("2004-12-06") } ] }
-{ "id": 9329272, "id-copy": 9329272, "alias": "Nonie", "name": "NonieStafford", "user-since": datetime("2005-10-01T21:12:24.000Z"), "user-since-copy": datetime("2005-10-01T21:12:24.000Z"), "friend-ids": {{ 42745071, 14744035, 37742648, 31179205, 28520118, 32828516, 2726599, 1667680 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2004-06-21") } ] }
-{ "id": 9341965, "id-copy": 9341965, "alias": "Stephania", "name": "StephaniaBriner", "user-since": datetime("2007-06-15T18:17:32.000Z"), "user-since-copy": datetime("2007-06-15T18:17:32.000Z"), "friend-ids": {{ 9361850, 12128362, 42864061, 6323327, 34867192, 32746507, 17493376, 17276666, 33869929, 20708786 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2004-03-23"), "end-date": date("2009-01-07") } ] }
-{ "id": 9345424, "id-copy": 9345424, "alias": "Jasmin", "name": "JasminGaskins", "user-since": datetime("2012-06-15T19:40:07.000Z"), "user-since-copy": datetime("2012-06-15T19:40:07.000Z"), "friend-ids": {{ 20837477, 42339634, 41136248, 24571549, 41060055, 18621328, 2057295, 41313707 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2012-05-27"), "end-date": date("2012-07-28") } ] }
-{ "id": 9361930, "id-copy": 9361930, "alias": "Leonard", "name": "LeonardAshbaugh", "user-since": datetime("2008-06-13T07:49:33.000Z"), "user-since-copy": datetime("2008-06-13T07:49:33.000Z"), "friend-ids": {{ 33929562, 22722370, 18562061, 44346144, 38834006, 1660309, 17690686, 8299074, 13219630, 42802095, 2203402, 47180979, 43715995, 24339545, 42132653, 32010945, 18200992, 5115504 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2012-04-15") } ] }
-{ "id": 9366253, "id-copy": 9366253, "alias": "Emma", "name": "EmmaKnisely", "user-since": datetime("2012-07-08T20:39:00.000Z"), "user-since-copy": datetime("2012-07-08T20:39:00.000Z"), "friend-ids": {{ 40874500, 35049897, 29559982, 42737582, 11405173, 38919458, 26268603, 38582942, 13758558, 16949073 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2009-11-18") } ] }
-{ "id": 9372871, "id-copy": 9372871, "alias": "Emerson", "name": "EmersonSell", "user-since": datetime("2010-01-25T11:12:56.000Z"), "user-since-copy": datetime("2010-01-25T11:12:56.000Z"), "friend-ids": {{ 13800934, 24493814 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2004-02-14"), "end-date": date("2005-11-07") } ] }
-{ "id": 9373819, "id-copy": 9373819, "alias": "Man", "name": "ManHarding", "user-since": datetime("2005-03-19T02:36:47.000Z"), "user-since-copy": datetime("2005-03-19T02:36:47.000Z"), "friend-ids": {{ 10687886, 6212430, 40098775, 8554409, 18917793, 9329327, 38361031, 27404932, 29083756, 28482636, 38832020, 7859160, 14175144, 3316105, 16742847, 8143105, 13049385, 22288103, 36693926, 26571195, 6536981, 32281681, 41798492, 36467563 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2009-02-08") } ] }
-{ "id": 9386794, "id-copy": 9386794, "alias": "Issac", "name": "IssacNickolson", "user-since": datetime("2009-12-11T08:40:10.000Z"), "user-since-copy": datetime("2009-12-11T08:40:10.000Z"), "friend-ids": {{ 4077760, 26197904, 22088648 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2002-05-17") } ] }
-{ "id": 9395638, "id-copy": 9395638, "alias": "Toby", "name": "TobyThomlinson", "user-since": datetime("2012-02-02T02:11:31.000Z"), "user-since-copy": datetime("2012-02-02T02:11:31.000Z"), "friend-ids": {{ 39086825, 14218540, 37526829, 46631432, 24407673, 19484977, 3657630 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2012-02-26") } ] }
-{ "id": 9403096, "id-copy": 9403096, "alias": "Clarita", "name": "ClaritaRitter", "user-since": datetime("2007-11-18T14:11:04.000Z"), "user-since-copy": datetime("2007-11-18T14:11:04.000Z"), "friend-ids": {{ 11967380, 17558867 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2011-01-28"), "end-date": date("2011-05-05") } ] }
-{ "id": 9408688, "id-copy": 9408688, "alias": "Goddard", "name": "GoddardWeisgarber", "user-since": datetime("2011-05-21T13:18:54.000Z"), "user-since-copy": datetime("2011-05-21T13:18:54.000Z"), "friend-ids": {{ 2820008, 31637633, 35026624, 544628, 2552858 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2007-11-26") } ] }
-{ "id": 9415921, "id-copy": 9415921, "alias": "Shad", "name": "ShadHaynes", "user-since": datetime("2010-01-19T22:19:28.000Z"), "user-since-copy": datetime("2010-01-19T22:19:28.000Z"), "friend-ids": {{ 4608515, 39839555, 31370710, 43278478, 731705, 26523982, 15560444, 10605444, 20229128, 41477079, 47960417, 1744587, 35477897, 10362849, 38394199, 24090076, 14390416 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2010-06-23") } ] }
-{ "id": 9420304, "id-copy": 9420304, "alias": "Alwyn", "name": "AlwynAkers", "user-since": datetime("2009-11-08T08:30:46.000Z"), "user-since-copy": datetime("2009-11-08T08:30:46.000Z"), "friend-ids": {{ 40384671, 13399303, 2163402 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-06-14"), "end-date": date("2012-07-17") } ] }
-{ "id": 9426244, "id-copy": 9426244, "alias": "Lamar", "name": "LamarMaugham", "user-since": datetime("2005-03-08T17:00:15.000Z"), "user-since-copy": datetime("2005-03-08T17:00:15.000Z"), "friend-ids": {{ 36168436, 20740167, 21922111, 32892152, 34608833, 28621520, 40818313, 23842558, 41275216, 36331147, 40737858, 45983619, 14033949, 23132425, 33634408 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2011-12-24") } ] }
-{ "id": 9434542, "id-copy": 9434542, "alias": "Alice", "name": "AliceRopes", "user-since": datetime("2011-09-10T10:32:17.000Z"), "user-since-copy": datetime("2011-09-10T10:32:17.000Z"), "friend-ids": {{ 30233815, 23593045, 243865, 46494768, 15852416, 2627657, 12253908, 11415849, 36381160, 25773586, 9952015, 20363967, 45499740, 15573031, 2939342, 24137982, 34026341, 34111551, 30963526, 7116453 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2008-07-09") } ] }
-{ "id": 9440818, "id-copy": 9440818, "alias": "Poppy", "name": "PoppyBoyer", "user-since": datetime("2007-06-09T08:15:05.000Z"), "user-since-copy": datetime("2007-06-09T08:15:05.000Z"), "friend-ids": {{ 10721272, 26882431, 45774996, 44725231, 34694934, 28877797, 12922671, 16078039, 43902220, 27311426, 34146150, 39285332, 7343219, 17482231, 15496713, 12439079, 18097780, 30046636, 16951144, 27968612 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2006-11-17") } ] }
-{ "id": 9446506, "id-copy": 9446506, "alias": "Deshawn", "name": "DeshawnBashline", "user-since": datetime("2009-03-11T18:09:19.000Z"), "user-since-copy": datetime("2009-03-11T18:09:19.000Z"), "friend-ids": {{ 22236205, 44669386, 5098679, 17631352, 40353783, 17155709 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-11-12"), "end-date": date("2003-04-22") } ] }
-{ "id": 9477919, "id-copy": 9477919, "alias": "Lilly", "name": "LillyLinton", "user-since": datetime("2005-01-09T12:24:01.000Z"), "user-since-copy": datetime("2005-01-09T12:24:01.000Z"), "friend-ids": {{ 19117935, 45208482, 36019625, 39146688, 15911832 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2011-03-03"), "end-date": date("2011-10-03") } ] }
-{ "id": 9480964, "id-copy": 9480964, "alias": "Ava", "name": "AvaCross", "user-since": datetime("2005-11-03T14:59:13.000Z"), "user-since-copy": datetime("2005-11-03T14:59:13.000Z"), "friend-ids": {{ 9693959, 3138151, 20631444, 8672727, 33701530, 14630539, 38539482, 3066915, 30934733, 38630163, 25673376 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2000-06-05"), "end-date": date("2000-10-06") } ] }
-{ "id": 9505936, "id-copy": 9505936, "alias": "Kerrie", "name": "KerrieGadow", "user-since": datetime("2005-06-26T08:47:14.000Z"), "user-since-copy": datetime("2005-06-26T08:47:14.000Z"), "friend-ids": {{ 46457424, 17421010, 11336465, 19785227 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-12-08"), "end-date": date("2010-04-11") } ] }
-{ "id": 9512989, "id-copy": 9512989, "alias": "Lilliana", "name": "LillianaAdams", "user-since": datetime("2007-06-01T16:54:29.000Z"), "user-since-copy": datetime("2007-06-01T16:54:29.000Z"), "friend-ids": {{ 14085316, 47471900, 24950195, 44416851, 6677091, 34188319, 1783776, 35860593, 29193624, 11999697, 13365419, 39452732, 14401842, 9087264, 15679216, 39424118, 45063958, 11967959, 29634503, 15763396 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2001-02-08"), "end-date": date("2008-03-23") } ] }
-{ "id": 9521401, "id-copy": 9521401, "alias": "Donnette", "name": "DonnetteFaust", "user-since": datetime("2012-03-22T09:38:14.000Z"), "user-since-copy": datetime("2012-03-22T09:38:14.000Z"), "friend-ids": {{ 25050925 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2008-08-20"), "end-date": date("2009-07-09") } ] }
-{ "id": 9545461, "id-copy": 9545461, "alias": "Sandra", "name": "SandraFea", "user-since": datetime("2005-12-09T14:40:28.000Z"), "user-since-copy": datetime("2005-12-09T14:40:28.000Z"), "friend-ids": {{ 28976045 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2012-02-02") } ] }
-{ "id": 9555157, "id-copy": 9555157, "alias": "Alea", "name": "AleaWallick", "user-since": datetime("2009-11-12T19:32:16.000Z"), "user-since-copy": datetime("2009-11-12T19:32:16.000Z"), "friend-ids": {{ 9936033, 18972695, 22198051, 44425768, 37636218, 25373418, 17204473, 6543589, 23627204, 40204583, 18664982, 27647616, 43332268, 41812682 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2009-02-17") } ] }
-{ "id": 9563056, "id-copy": 9563056, "alias": "Iantha", "name": "IanthaHoward", "user-since": datetime("2009-03-09T10:16:12.000Z"), "user-since-copy": datetime("2009-03-09T10:16:12.000Z"), "friend-ids": {{ 31445918, 39207727, 45365035, 7861010, 28533268, 29009652, 40156013, 40416479, 42741676, 30221879, 30189614, 46450645, 30914117, 33681301, 19457868, 23309378, 15126664, 32913981, 5396205 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2000-03-18"), "end-date": date("2009-01-05") } ] }
-{ "id": 9574393, "id-copy": 9574393, "alias": "Ghislaine", "name": "GhislaineTaylor", "user-since": datetime("2005-01-23T07:49:26.000Z"), "user-since-copy": datetime("2005-01-23T07:49:26.000Z"), "friend-ids": {{ 23799181, 25411427, 3758740, 47542325, 41070945, 45261892, 23309481 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2003-04-15") } ] }
-{ "id": 9588427, "id-copy": 9588427, "alias": "Tiffany", "name": "TiffanyGeyer", "user-since": datetime("2007-09-10T11:20:53.000Z"), "user-since-copy": datetime("2007-09-10T11:20:53.000Z"), "friend-ids": {{ 31357437, 16305152, 39281885, 25249419, 434661, 13634747, 39812462, 25218908, 22362649, 41696008, 4523776, 40340358, 45330588, 299997, 11538141, 20972409, 25152923, 8627592, 33381524, 6226232 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2005-02-20") } ] }
-{ "id": 9594523, "id-copy": 9594523, "alias": "Tam", "name": "TamWillcox", "user-since": datetime("2011-12-23T11:41:58.000Z"), "user-since-copy": datetime("2011-12-23T11:41:58.000Z"), "friend-ids": {{ 27383896, 20745988, 10063024, 8241427, 40299998, 32408463, 25171835, 22380586, 15344194, 25951348, 28733234, 45421004, 2273747, 2229862, 6241144, 6704115, 8659430, 47431991, 47929530, 24393021 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2001-07-27") } ] }
-{ "id": 9629923, "id-copy": 9629923, "alias": "Adria", "name": "AdriaBoyer", "user-since": datetime("2005-08-12T16:31:38.000Z"), "user-since-copy": datetime("2005-08-12T16:31:38.000Z"), "friend-ids": {{ 43812176, 1271309, 1412045, 18793840, 40264072, 41525831, 25536841, 46110606, 40440782, 37228709, 37745315, 19025404, 13458371, 32475836, 30506186, 6860193, 44650222, 5924034 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2012-03-08") } ] }
-{ "id": 9664990, "id-copy": 9664990, "alias": "Travis", "name": "TravisJube", "user-since": datetime("2010-02-12T13:42:04.000Z"), "user-since-copy": datetime("2010-02-12T13:42:04.000Z"), "friend-ids": {{ 22627931, 5992593, 8208547, 37326819, 14939087, 18366709, 29043862, 45062025, 21360937, 19730114, 26779317, 46856921, 28406774, 40580511, 8062361, 2179206, 47765870, 14039643, 28857662, 42600706 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2007-01-14") } ] }
-{ "id": 9676201, "id-copy": 9676201, "alias": "Jessica", "name": "JessicaBeals", "user-since": datetime("2006-12-02T17:13:07.000Z"), "user-since-copy": datetime("2006-12-02T17:13:07.000Z"), "friend-ids": {{ 40180348, 5499689, 43937013, 12294744, 47607871, 15173594, 19403387, 30591667, 1488569, 11862843, 26230465, 15334606, 4397778, 8140277, 39859715, 25854759, 7216524, 41695061, 43036500, 15618315, 4503056, 23790965, 14510949, 34347866 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2011-05-15"), "end-date": date("2011-10-27") } ] }
-{ "id": 9682723, "id-copy": 9682723, "alias": "Rick", "name": "RickEisaman", "user-since": datetime("2011-01-04T04:42:13.000Z"), "user-since-copy": datetime("2011-01-04T04:42:13.000Z"), "friend-ids": {{ 843458, 40779817, 24515616, 9016765, 37332064, 2164822, 45832315, 27168757, 43771964, 46638388, 43667809 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2004-08-13"), "end-date": date("2011-04-11") } ] }
-{ "id": 9740476, "id-copy": 9740476, "alias": "Tucker", "name": "TuckerRogers", "user-since": datetime("2005-05-22T22:00:09.000Z"), "user-since-copy": datetime("2005-05-22T22:00:09.000Z"), "friend-ids": {{ 13095635, 36113924, 11767777, 15169454, 1692699, 19622409, 17110214 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2009-03-24"), "end-date": date("2011-02-13") } ] }
-{ "id": 9746482, "id-copy": 9746482, "alias": "Ava", "name": "AvaEndsley", "user-since": datetime("2005-07-05T11:34:59.000Z"), "user-since-copy": datetime("2005-07-05T11:34:59.000Z"), "friend-ids": {{ 38589612, 37168849, 27697487, 47869699, 7140447, 1195276, 25105593, 46071, 5222989, 39550451, 45838187, 8513498, 44093597, 25194162, 11534580, 37101502, 6417166, 23315276, 9854625 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2011-06-15") } ] }
-{ "id": 9767755, "id-copy": 9767755, "alias": "Joel", "name": "JoelHoopengarner", "user-since": datetime("2012-01-19T13:22:46.000Z"), "user-since-copy": datetime("2012-01-19T13:22:46.000Z"), "friend-ids": {{ 41934568, 20874721, 33807743 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2012-01-21"), "end-date": date("2012-06-09") } ] }
-{ "id": 9783310, "id-copy": 9783310, "alias": "Basil", "name": "BasilLangston", "user-since": datetime("2005-06-10T11:35:51.000Z"), "user-since-copy": datetime("2005-06-10T11:35:51.000Z"), "friend-ids": {{ 21087606, 17287729, 8132136, 17055542, 5795845, 41180261, 10977404, 29700430, 47047119, 358942, 29290990, 19557422, 35447157, 33135473, 36720866, 39510564 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2000-05-11"), "end-date": date("2000-03-09") } ] }
-{ "id": 9795463, "id-copy": 9795463, "alias": "Brunilda", "name": "BrunildaPheleps", "user-since": datetime("2007-04-21T01:56:02.000Z"), "user-since-copy": datetime("2007-04-21T01:56:02.000Z"), "friend-ids": {{ 39507879, 43296507, 45019669, 39481546, 16657717, 8707249, 47148318, 46560087, 42473978, 11974026, 40145543, 2127794, 19537942, 28159963, 21439105, 32578039, 24112998, 47853039, 6406099, 30697429 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2001-07-13") } ] }
-{ "id": 9805759, "id-copy": 9805759, "alias": "Emmie", "name": "EmmieJohns", "user-since": datetime("2008-11-01T15:15:13.000Z"), "user-since-copy": datetime("2008-11-01T15:15:13.000Z"), "friend-ids": {{ 47090234, 24484835, 11048702 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2008-02-26") } ] }
-{ "id": 9811513, "id-copy": 9811513, "alias": "Casie", "name": "CasieRose", "user-since": datetime("2011-11-25T11:32:36.000Z"), "user-since-copy": datetime("2011-11-25T11:32:36.000Z"), "friend-ids": {{ 8913855, 26924028, 19426899, 38037518, 39689117, 32691982, 6561788, 36463261, 31724455, 18356325, 23130893, 35227626, 13738524, 4700460, 6963740, 13255939, 12215189, 33593825, 34229322 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2003-11-22") } ] }
-{ "id": 9818617, "id-copy": 9818617, "alias": "Elwyn", "name": "ElwynEndsley", "user-since": datetime("2012-04-12T18:14:54.000Z"), "user-since-copy": datetime("2012-04-12T18:14:54.000Z"), "friend-ids": {{ 44007613, 15744997, 9366576, 44776374, 19082361, 9967101, 25247773, 20407697 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-09-09") } ] }
-{ "id": 9866572, "id-copy": 9866572, "alias": "Evelina", "name": "EvelinaBerry", "user-since": datetime("2006-12-16T03:56:00.000Z"), "user-since-copy": datetime("2006-12-16T03:56:00.000Z"), "friend-ids": {{ 13883615, 43198063, 30615747, 3228427, 23840450, 43443245, 17107485, 34691909, 44890462, 47992198, 46475465, 28790498, 7693182, 41338502, 6694688, 17592193, 9966336, 40899188, 16363000, 43996364 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2004-03-01"), "end-date": date("2008-08-21") } ] }
-{ "id": 9867190, "id-copy": 9867190, "alias": "Elvis", "name": "ElvisBasinger", "user-since": datetime("2009-01-16T11:48:43.000Z"), "user-since-copy": datetime("2009-01-16T11:48:43.000Z"), "friend-ids": {{ 31562017, 45465097, 29858836, 21720764, 37465930, 20639296, 7168709 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2011-01-11"), "end-date": date("2011-01-26") } ] }
-{ "id": 9879709, "id-copy": 9879709, "alias": "Winfred", "name": "WinfredCraig", "user-since": datetime("2005-08-03T19:34:00.000Z"), "user-since-copy": datetime("2005-08-03T19:34:00.000Z"), "friend-ids": {{ 22314477, 25116324, 22136373, 35942614, 21324680, 17967388, 29463891, 36125380, 20673052, 27353154, 25107580, 24689990, 17672337, 16922511, 26158336, 35966438, 26619840, 29808016, 12075922, 33292381, 17902188 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2010-02-04") } ] }
-{ "id": 9880696, "id-copy": 9880696, "alias": "Cynthia", "name": "CynthiaSeidner", "user-since": datetime("2006-03-17T01:36:33.000Z"), "user-since-copy": datetime("2006-03-17T01:36:33.000Z"), "friend-ids": {{ 47318799, 28282167 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2008-07-02"), "end-date": date("2010-11-25") } ] }
-{ "id": 9896473, "id-copy": 9896473, "alias": "Harlan", "name": "HarlanAnderson", "user-since": datetime("2012-06-03T22:40:33.000Z"), "user-since-copy": datetime("2012-06-03T22:40:33.000Z"), "friend-ids": {{ 28073049, 32365932, 23795268, 7563960, 47274822, 4907078, 8659018, 33480175, 3984139, 20631025, 26879093, 27168884, 20063035, 22192716, 18259756, 28904415, 28492528, 4140983, 12014021, 10959797, 38881978, 45835171, 6556552, 26372018 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2000-08-18") } ] }
-{ "id": 9950824, "id-copy": 9950824, "alias": "Maryann", "name": "MaryannCressman", "user-since": datetime("2011-02-25T17:51:21.000Z"), "user-since-copy": datetime("2011-02-25T17:51:21.000Z"), "friend-ids": {{ 30203965, 23348792, 19093409, 21079475 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2006-10-11"), "end-date": date("2006-10-09") } ] }
-{ "id": 9978190, "id-copy": 9978190, "alias": "Tatianna", "name": "TatiannaSchmidt", "user-since": datetime("2012-07-05T14:37:56.000Z"), "user-since-copy": datetime("2012-07-05T14:37:56.000Z"), "friend-ids": {{ 15128198 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2008-11-17") } ] }
-{ "id": 9997456, "id-copy": 9997456, "alias": "Micah", "name": "MicahRogers", "user-since": datetime("2008-03-01T05:53:42.000Z"), "user-since-copy": datetime("2008-03-01T05:53:42.000Z"), "friend-ids": {{ 17761154, 33509079, 36866187, 24618619, 7048673, 18747407, 31947241, 33710255, 40699565, 22334622, 24425777, 19450074, 39309621, 4464803, 15881946, 35888289, 10539684, 17175942, 20754578, 27045156, 14301629, 19478576 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2011-02-16") } ] }
-{ "id": 10001047, "id-copy": 10001047, "alias": "Rodger", "name": "RodgerRifler", "user-since": datetime("2009-12-08T18:34:21.000Z"), "user-since-copy": datetime("2009-12-08T18:34:21.000Z"), "friend-ids": {{ 41832587, 41015556, 17486735, 38428485, 29774516, 38574837, 2061546, 46972940, 25654449, 776023, 1164809, 34242171, 9752352, 1088591, 26406961, 7270316, 36371574, 24413303, 36287374, 43343719, 6830709, 2919772, 41313339 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2003-02-08") } ] }
-{ "id": 10059343, "id-copy": 10059343, "alias": "Randy", "name": "RandyQueer", "user-since": datetime("2005-06-01T02:30:35.000Z"), "user-since-copy": datetime("2005-06-01T02:30:35.000Z"), "friend-ids": {{ 8688755, 7077909, 41009273, 26932559, 29488059, 6408736, 6374592, 5042147, 21880854, 12704496, 28046022, 2384964, 20867794, 3990470, 7132171 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2006-07-07"), "end-date": date("2007-04-08") } ] }
-{ "id": 10065595, "id-copy": 10065595, "alias": "Zenobia", "name": "ZenobiaHiggens", "user-since": datetime("2009-11-06T11:19:47.000Z"), "user-since-copy": datetime("2009-11-06T11:19:47.000Z"), "friend-ids": {{ 19623415, 12770212, 30381171, 20436392, 33497094, 39556081, 22592010, 44832685, 35801007, 39682093, 26870566, 8667589, 43790411, 24760722, 8286108, 20709133 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2001-07-28"), "end-date": date("2004-12-26") } ] }
-{ "id": 10071475, "id-copy": 10071475, "alias": "Kyra", "name": "KyraWile", "user-since": datetime("2010-08-21T20:27:23.000Z"), "user-since-copy": datetime("2010-08-21T20:27:23.000Z"), "friend-ids": {{ 24326501, 3159228, 33973593, 47221189, 17474184, 17812891 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2010-04-14") } ] }
-{ "id": 10073632, "id-copy": 10073632, "alias": "Hadley", "name": "HadleyPainter", "user-since": datetime("2010-08-18T16:57:45.000Z"), "user-since-copy": datetime("2010-08-18T16:57:45.000Z"), "friend-ids": {{ 35310707, 40074121, 28614727, 29388510, 29966750, 45475518, 5989395, 9892960, 7137969, 5530675, 2278234, 9571067, 29644726, 30689189, 41083149 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2004-06-13"), "end-date": date("2004-11-28") } ] }
-{ "id": 10083103, "id-copy": 10083103, "alias": "Albertine", "name": "AlbertineShick", "user-since": datetime("2006-11-10T03:24:02.000Z"), "user-since-copy": datetime("2006-11-10T03:24:02.000Z"), "friend-ids": {{ 22979883, 41779991, 30340160, 44852777, 43786950, 33382165, 898482, 16427018, 1264379, 19925419, 10166319, 12658187, 38802346 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2010-03-05") } ] }
-{ "id": 10085446, "id-copy": 10085446, "alias": "Merla", "name": "MerlaWhitehead", "user-since": datetime("2006-12-08T11:13:30.000Z"), "user-since-copy": datetime("2006-12-08T11:13:30.000Z"), "friend-ids": {{ 44039547 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-03-16"), "end-date": date("2009-04-16") } ] }
-{ "id": 10086913, "id-copy": 10086913, "alias": "Margaretta", "name": "MargarettaPfeifer", "user-since": datetime("2012-03-04T14:47:18.000Z"), "user-since-copy": datetime("2012-03-04T14:47:18.000Z"), "friend-ids": {{ 9800482, 3761286, 34428154, 18082184, 14845214, 33053674, 46786785, 22235473, 23677556, 24819784, 47587008, 36939436, 14987278 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2003-07-08"), "end-date": date("2010-03-01") } ] }
-{ "id": 10090042, "id-copy": 10090042, "alias": "Gaye", "name": "GayeHayhurst", "user-since": datetime("2006-09-23T14:26:31.000Z"), "user-since-copy": datetime("2006-09-23T14:26:31.000Z"), "friend-ids": {{ 41099035, 16443590, 9899624, 2459064, 25428448, 1420220, 1487058, 13700561, 11008052, 36459693, 45632468, 30351729, 33053870, 26372759, 10801940, 37166367 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2005-07-15"), "end-date": date("2010-05-04") } ] }
-{ "id": 10116496, "id-copy": 10116496, "alias": "Gena", "name": "GenaJerome", "user-since": datetime("2005-03-04T21:38:41.000Z"), "user-since-copy": datetime("2005-03-04T21:38:41.000Z"), "friend-ids": {{ 11698908, 11838778, 10546816, 13504928, 25681727, 20198355, 28316946, 13835662, 16328293, 39540292, 43990464, 31393679, 34806990, 19167324, 8558031, 37794176, 14389975 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2003-10-01"), "end-date": date("2006-06-13") } ] }
-{ "id": 10122346, "id-copy": 10122346, "alias": "Salal", "name": "SalalPearson", "user-since": datetime("2011-11-14T10:42:11.000Z"), "user-since-copy": datetime("2011-11-14T10:42:11.000Z"), "friend-ids": {{ 44003884, 37124809, 7600567, 5158911, 31009406, 10708460 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2001-02-17"), "end-date": date("2010-06-23") } ] }
-{ "id": 10123051, "id-copy": 10123051, "alias": "Rowland", "name": "RowlandWaldron", "user-since": datetime("2011-08-01T17:20:14.000Z"), "user-since-copy": datetime("2011-08-01T17:20:14.000Z"), "friend-ids": {{ 7693849, 5416143, 10885197, 39771258, 41278769, 16236783, 18739058, 2293485, 32013369, 34882536, 14339467, 3680575, 4461977, 33715303, 26345760, 45729149, 17585375, 39496021 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2001-12-10"), "end-date": date("2006-04-07") } ] }
-{ "id": 10128076, "id-copy": 10128076, "alias": "Parker", "name": "ParkerHutton", "user-since": datetime("2011-06-05T03:46:01.000Z"), "user-since-copy": datetime("2011-06-05T03:46:01.000Z"), "friend-ids": {{ 24818185, 42512828, 22798434, 38901116, 12147430, 47942796, 34742031, 7142883, 11882526, 16055416, 3892909, 12824325, 13378363, 34281637, 15457426, 24092146, 27678834, 15804956 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2007-04-12"), "end-date": date("2009-05-09") } ] }
-{ "id": 10131352, "id-copy": 10131352, "alias": "Brett", "name": "BrettBullard", "user-since": datetime("2011-03-20T00:21:15.000Z"), "user-since-copy": datetime("2011-03-20T00:21:15.000Z"), "friend-ids": {{ 42102691, 34313392, 19476509, 40509353, 40764048, 32856149, 20306336, 18276288, 34284082, 32265145, 23912229, 7426729, 26377621, 43687843, 6140857, 4573908, 6840657, 18335864, 19868141, 6051525 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2005-11-09"), "end-date": date("2008-12-05") } ] }
-{ "id": 10132771, "id-copy": 10132771, "alias": "Gaenor", "name": "GaenorEvans", "user-since": datetime("2006-01-23T20:07:34.000Z"), "user-since-copy": datetime("2006-01-23T20:07:34.000Z"), "friend-ids": {{ 20344517, 47988409, 39449785, 16775663, 20200468 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-03-17") } ] }
-{ "id": 10138039, "id-copy": 10138039, "alias": "Farah", "name": "FarahAnn", "user-since": datetime("2008-05-10T19:04:28.000Z"), "user-since-copy": datetime("2008-05-10T19:04:28.000Z"), "friend-ids": {{ 32501277, 13715476, 10452566, 2652600, 16449577, 12508457, 30925424, 21595197, 26030962, 31683678 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2003-10-02") } ] }
-{ "id": 10150873, "id-copy": 10150873, "alias": "Shanice", "name": "ShaniceReiss", "user-since": datetime("2005-07-07T09:46:00.000Z"), "user-since-copy": datetime("2005-07-07T09:46:00.000Z"), "friend-ids": {{ 29208488, 6994033, 13074568, 31547206, 2547580, 15915539, 37448883, 38739687, 33246865, 28231547, 33861348, 44929557, 13977747, 44297013, 22367804 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2002-09-07"), "end-date": date("2006-04-23") } ] }
-{ "id": 10186180, "id-copy": 10186180, "alias": "Mina", "name": "MinaGist", "user-since": datetime("2012-07-05T21:56:14.000Z"), "user-since-copy": datetime("2012-07-05T21:56:14.000Z"), "friend-ids": {{ 12424234, 41863508, 44607839, 36984124, 3839840, 38458170, 41721653, 4785194, 20595881, 13515001 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-07-19") } ] }
-{ "id": 10188805, "id-copy": 10188805, "alias": "Margarita", "name": "MargaritaBrinigh", "user-since": datetime("2011-06-26T06:22:38.000Z"), "user-since-copy": datetime("2011-06-26T06:22:38.000Z"), "friend-ids": {{ 39275311, 42262790, 35041935, 12137373, 8507536 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2004-03-17") } ] }
-{ "id": 10193368, "id-copy": 10193368, "alias": "Oneida", "name": "OneidaEve", "user-since": datetime("2005-01-16T07:26:07.000Z"), "user-since-copy": datetime("2005-01-16T07:26:07.000Z"), "friend-ids": {{ 46396755, 39763353, 13661339, 5992749, 293256, 15572483, 16775625, 21543680 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2003-01-12"), "end-date": date("2008-03-22") } ] }
-{ "id": 10211827, "id-copy": 10211827, "alias": "Fanny", "name": "FannyHarrold", "user-since": datetime("2010-08-28T09:57:52.000Z"), "user-since-copy": datetime("2010-08-28T09:57:52.000Z"), "friend-ids": {{ 4061493, 30492642, 8550070, 34805906, 5798646, 39169853, 45190690, 34218456, 3758565, 18038216 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2008-10-14"), "end-date": date("2008-05-18") } ] }
-{ "id": 10215280, "id-copy": 10215280, "alias": "Barbara", "name": "BarbaraEve", "user-since": datetime("2012-03-09T01:36:52.000Z"), "user-since-copy": datetime("2012-03-09T01:36:52.000Z"), "friend-ids": {{ 32562793, 33679771, 10306498, 37847497, 30180151, 3504698 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2011-12-14") } ] }
-{ "id": 10238749, "id-copy": 10238749, "alias": "Elspeth", "name": "ElspethFilby", "user-since": datetime("2010-02-08T22:55:13.000Z"), "user-since-copy": datetime("2010-02-08T22:55:13.000Z"), "friend-ids": {{ 307224, 16533888 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2011-12-10") } ] }
-{ "id": 10269739, "id-copy": 10269739, "alias": "Shantel", "name": "ShantelEve", "user-since": datetime("2012-06-06T00:37:05.000Z"), "user-since-copy": datetime("2012-06-06T00:37:05.000Z"), "friend-ids": {{ 39436396, 20382971, 47821933, 28867521, 23217564, 40672635, 34693766, 4383592, 42534606, 23535312, 9112260, 4828073, 37429286, 27965200, 30257544, 47609429, 18527025, 33339218, 898986, 2817270, 6040099, 47802547 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2000-05-24") } ] }
-{ "id": 10283503, "id-copy": 10283503, "alias": "Terrilyn", "name": "TerrilynZadovsky", "user-since": datetime("2007-06-17T05:40:01.000Z"), "user-since-copy": datetime("2007-06-17T05:40:01.000Z"), "friend-ids": {{ 30185148, 22395650, 3212998, 41571861, 21336440, 41050091 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2009-12-14") } ] }
-{ "id": 10283941, "id-copy": 10283941, "alias": "Jeffie", "name": "JeffieChappel", "user-since": datetime("2012-06-17T10:07:53.000Z"), "user-since-copy": datetime("2012-06-17T10:07:53.000Z"), "friend-ids": {{ 37665650, 44995551, 8518132, 25975224, 22980129, 41720034, 42152946, 26671472, 25698917, 24270208, 36866555, 6728174, 46967331, 31563323, 1382901, 6764335, 35373496 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2005-01-26") } ] }
-{ "id": 10295389, "id-copy": 10295389, "alias": "Major", "name": "MajorDrabble", "user-since": datetime("2009-05-23T12:56:48.000Z"), "user-since-copy": datetime("2009-05-23T12:56:48.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2000-10-26") } ] }
-{ "id": 10307032, "id-copy": 10307032, "alias": "Quentin", "name": "QuentinSauter", "user-since": datetime("2012-07-11T07:16:43.000Z"), "user-since-copy": datetime("2012-07-11T07:16:43.000Z"), "friend-ids": {{ 1926278, 42211794, 1508832, 14973540, 6721046, 28872485, 5047722, 7805271, 31508326, 20891455, 38735410, 13190567, 18209753, 44468536, 34640135, 47290587, 25576626 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-02-13") } ] }
-{ "id": 10322023, "id-copy": 10322023, "alias": "Shanita", "name": "ShanitaBeedell", "user-since": datetime("2011-06-09T23:50:09.000Z"), "user-since-copy": datetime("2011-06-09T23:50:09.000Z"), "friend-ids": {{ 22628842, 2169935, 20656034, 9086684, 17234788, 11936164, 12465122, 2543006, 40067557, 36767662, 633930, 41805132, 13246529, 43801547, 44953975, 36902947, 34935791, 22923033, 28190533, 18230134, 9484458, 21184932 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2011-10-10") } ] }
-{ "id": 10322398, "id-copy": 10322398, "alias": "Alanna", "name": "AlannaBollinger", "user-since": datetime("2008-09-01T20:05:18.000Z"), "user-since-copy": datetime("2008-09-01T20:05:18.000Z"), "friend-ids": {{ 4294902, 42664964 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2009-10-08"), "end-date": date("2011-09-26") } ] }
-{ "id": 10346116, "id-copy": 10346116, "alias": "Breana", "name": "BreanaPainter", "user-since": datetime("2012-04-05T12:15:17.000Z"), "user-since-copy": datetime("2012-04-05T12:15:17.000Z"), "friend-ids": {{ 39999376, 5382299, 36254541, 16829210, 7084172, 13545656, 24681698, 34171417, 28514693, 8090159, 35046661, 44544921, 47754565, 28732689, 19680056, 21398367, 39260450 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2012-08-24"), "end-date": date("2012-08-24") } ] }
-{ "id": 10346338, "id-copy": 10346338, "alias": "Caelie", "name": "CaelieYates", "user-since": datetime("2011-11-10T19:17:38.000Z"), "user-since-copy": datetime("2011-11-10T19:17:38.000Z"), "friend-ids": {{ 3910270, 7940512, 32351319, 27966615, 33829964, 34529061, 19420019, 7423616, 22246488, 7284253, 8419860, 43330144 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2005-02-07"), "end-date": date("2011-09-05") } ] }
-{ "id": 10350421, "id-copy": 10350421, "alias": "Diane", "name": "DianeFisher", "user-since": datetime("2010-10-19T11:08:52.000Z"), "user-since-copy": datetime("2010-10-19T11:08:52.000Z"), "friend-ids": {{ 22455675, 20415125, 21917591, 44414352, 39158851, 3446534, 6627839, 28358200, 1176552, 37914774 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2008-06-04"), "end-date": date("2009-09-11") } ] }
-{ "id": 10353946, "id-copy": 10353946, "alias": "Cass", "name": "CassPirl", "user-since": datetime("2010-10-25T21:08:28.000Z"), "user-since-copy": datetime("2010-10-25T21:08:28.000Z"), "friend-ids": {{ 43117144, 29185875, 28524977, 4904289, 37353728, 30484159, 40114905, 18108320, 46098949, 30207639 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2006-06-10") } ] }
-{ "id": 10361965, "id-copy": 10361965, "alias": "Arlen", "name": "ArlenFlick", "user-since": datetime("2011-07-14T18:38:37.000Z"), "user-since-copy": datetime("2011-07-14T18:38:37.000Z"), "friend-ids": {{ 34249140, 2887282, 47622716, 3897801, 33692288, 14374380, 14183995, 41311739, 6378075, 17721901, 20807501, 8908974, 41080464, 26497672 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2008-05-18"), "end-date": date("2011-09-18") } ] }
-{ "id": 10364356, "id-copy": 10364356, "alias": "Katharine", "name": "KatharineHoward", "user-since": datetime("2012-03-04T04:40:32.000Z"), "user-since-copy": datetime("2012-03-04T04:40:32.000Z"), "friend-ids": {{ 38784, 9497194, 38432548, 30160971, 16843331, 36942612, 32507064, 41108421, 31761239, 20202472, 37170299, 39217222, 14201294, 46319310 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2011-11-09"), "end-date": date("2011-07-18") } ] }
-{ "id": 10367416, "id-copy": 10367416, "alias": "Damion", "name": "DamionDean", "user-since": datetime("2008-01-06T05:55:09.000Z"), "user-since-copy": datetime("2008-01-06T05:55:09.000Z"), "friend-ids": {{ 45804001, 13077962, 28346489, 25877214, 10164033, 42903493, 66753, 27961850, 41137249, 20490506 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2007-12-18") } ] }
-{ "id": 10391044, "id-copy": 10391044, "alias": "Kendrick", "name": "KendrickNabholz", "user-since": datetime("2007-10-11T19:49:13.000Z"), "user-since-copy": datetime("2007-10-11T19:49:13.000Z"), "friend-ids": {{ 39264696, 35794708, 222108, 29542536, 34470710, 16736694, 36282306, 12411530, 12507843, 30193842, 45764599, 32250152, 16472135, 26507230, 17443301, 16787960, 17651924, 37659951, 28610616, 12928071 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2007-05-07") } ] }
-{ "id": 10394488, "id-copy": 10394488, "alias": "Oswald", "name": "OswaldRay", "user-since": datetime("2006-02-12T17:39:23.000Z"), "user-since-copy": datetime("2006-02-12T17:39:23.000Z"), "friend-ids": {{ 14370372, 14174983, 7749259, 39375970, 1755409, 9056913 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2011-12-04"), "end-date": date("2011-06-08") } ] }
-{ "id": 10396831, "id-copy": 10396831, "alias": "Carman", "name": "CarmanElder", "user-since": datetime("2011-12-27T21:50:41.000Z"), "user-since-copy": datetime("2011-12-27T21:50:41.000Z"), "friend-ids": {{ 41782166, 39862540, 39100006, 45023958, 29253172, 31208143, 12637805, 5844876, 37296616, 20896053, 18358082, 11068853, 5350064, 14456765, 15758928 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2012-05-18"), "end-date": date("2012-07-26") } ] }
-{ "id": 10404706, "id-copy": 10404706, "alias": "Rylan", "name": "RylanEmrick", "user-since": datetime("2008-11-23T00:55:36.000Z"), "user-since-copy": datetime("2008-11-23T00:55:36.000Z"), "friend-ids": {{ 17936230, 20908773, 34834317, 26134774, 3534090, 7699389, 11743997, 37809096, 23228338, 19069026, 662582, 40839640, 26706968, 42711557, 28658968, 39161015, 29201879, 7516443, 21802464, 16456657, 32689464 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2012-02-16") } ] }
-{ "id": 10444585, "id-copy": 10444585, "alias": "Harrietta", "name": "HarriettaDunkle", "user-since": datetime("2012-01-26T16:14:19.000Z"), "user-since-copy": datetime("2012-01-26T16:14:19.000Z"), "friend-ids": {{ 9013750, 39577621, 40067238, 24177261, 41169182, 5939218, 13820152, 47741655 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2004-06-13") } ] }
-{ "id": 10453144, "id-copy": 10453144, "alias": "Jason", "name": "JasonSachse", "user-since": datetime("2009-01-25T10:27:17.000Z"), "user-since-copy": datetime("2009-01-25T10:27:17.000Z"), "friend-ids": {{ 12949882, 32048809, 23087453, 3994051, 20775019, 22184704, 38106058, 34520240, 13724092, 16309751, 25955640, 4812195, 40546554, 12695295, 16574455, 38615670, 43405164, 7997407, 12239790 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2005-08-01"), "end-date": date("2008-02-08") } ] }
-{ "id": 10469071, "id-copy": 10469071, "alias": "Apryl", "name": "AprylWatson", "user-since": datetime("2006-10-03T08:37:12.000Z"), "user-since-copy": datetime("2006-10-03T08:37:12.000Z"), "friend-ids": {{ 4517575, 34635569, 1199146 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2001-02-01"), "end-date": date("2007-09-01") } ] }
-{ "id": 10469980, "id-copy": 10469980, "alias": "Rosalynne", "name": "RosalynneZalack", "user-since": datetime("2012-03-07T10:12:20.000Z"), "user-since-copy": datetime("2012-03-07T10:12:20.000Z"), "friend-ids": {{ 46118617, 27264184, 8045697, 30832992, 47861079, 24266748, 10689886, 14799850, 1178687, 39540720, 17568852, 24394222, 10078451, 4748570, 47808632, 35277954, 8802885, 13747535, 22203533, 42065169, 19096770, 14087466, 45753492 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2006-04-15"), "end-date": date("2010-07-14") } ] }
-{ "id": 10486213, "id-copy": 10486213, "alias": "Modesto", "name": "ModestoCox", "user-since": datetime("2006-02-07T05:43:24.000Z"), "user-since-copy": datetime("2006-02-07T05:43:24.000Z"), "friend-ids": {{ 42665859, 12929499, 5618502, 24287766, 38722882, 5162913, 2978226, 37521984, 43144325, 3313029, 17680751, 726799 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2007-08-12") } ] }
-{ "id": 10487029, "id-copy": 10487029, "alias": "Fredericka", "name": "FrederickaShea", "user-since": datetime("2011-04-07T06:12:40.000Z"), "user-since-copy": datetime("2011-04-07T06:12:40.000Z"), "friend-ids": {{ 45223639, 1019151, 30626857, 10247171, 36952244, 36646177, 2396690, 26604216, 19215860, 20900949, 14160764 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-01-08") } ] }
-{ "id": 10495420, "id-copy": 10495420, "alias": "Wendy", "name": "WendyMcloskey", "user-since": datetime("2011-04-26T23:38:24.000Z"), "user-since-copy": datetime("2011-04-26T23:38:24.000Z"), "friend-ids": {{ 16762653, 46262691, 12313140, 20481262, 347993, 23105127, 1680519, 20880265, 45611347, 21907223, 46615281, 17188244, 44019800, 46943250, 28647738, 16792673, 29406270, 42714079 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2008-08-27") } ] }
-{ "id": 10498285, "id-copy": 10498285, "alias": "Kiley", "name": "KileyBridger", "user-since": datetime("2006-05-14T21:55:34.000Z"), "user-since-copy": datetime("2006-05-14T21:55:34.000Z"), "friend-ids": {{ 38780484, 46190003, 905670, 35609390, 46621151, 5099226, 24328595, 16340411, 13326485, 13872400, 35896828, 9196151, 8525875, 7461206, 28379538, 46461267, 45270205, 35718577, 5310596, 7080391 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2009-11-11"), "end-date": date("2009-06-23") } ] }
-{ "id": 10504084, "id-copy": 10504084, "alias": "Etsuko", "name": "EtsukoDealtry", "user-since": datetime("2012-05-11T00:35:22.000Z"), "user-since-copy": datetime("2012-05-11T00:35:22.000Z"), "friend-ids": {{ 27578969, 40308832, 15379566, 8664135, 21276773, 43659426, 28027401, 23264043, 23981731, 19124540, 36281456, 38766688, 37886842, 20522702, 28559857, 9838362, 30409517, 14237008, 41013610, 41586760, 37285778, 29427060, 45678692, 32255048 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-10-12"), "end-date": date("2011-12-04") } ] }
-{ "id": 10513507, "id-copy": 10513507, "alias": "Jasmin", "name": "JasminHatfield", "user-since": datetime("2009-06-25T22:45:16.000Z"), "user-since-copy": datetime("2009-06-25T22:45:16.000Z"), "friend-ids": {{ 31323261 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-05-12"), "end-date": date("2003-05-07") } ] }
-{ "id": 10515721, "id-copy": 10515721, "alias": "Mariano", "name": "MarianoTrout", "user-since": datetime("2007-08-27T09:33:28.000Z"), "user-since-copy": datetime("2007-08-27T09:33:28.000Z"), "friend-ids": {{ 18516004, 4847094, 31548989, 28302698, 18308169, 15068883, 33358074, 19739053, 34017693 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2004-10-18") } ] }
-{ "id": 10533343, "id-copy": 10533343, "alias": "Gwendolen", "name": "GwendolenHanseu", "user-since": datetime("2007-02-04T19:56:51.000Z"), "user-since-copy": datetime("2007-02-04T19:56:51.000Z"), "friend-ids": {{ 25281794, 21814505, 11684475, 5599252, 17261378, 11061422, 27392332, 47872606, 39198697, 17314413, 4034634, 42776559, 43885593, 24835625, 18150148, 4946129, 9288372, 5675162, 34976580 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2010-07-10") } ] }
-{ "id": 10540441, "id-copy": 10540441, "alias": "Albert", "name": "AlbertBasinger", "user-since": datetime("2007-05-12T06:03:38.000Z"), "user-since-copy": datetime("2007-05-12T06:03:38.000Z"), "friend-ids": {{ 36392592, 35815177, 22050314, 45279196, 15405747, 33802667, 44081359, 2027267, 47159697, 20007080 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2002-10-04"), "end-date": date("2005-08-17") } ] }
-{ "id": 10552405, "id-copy": 10552405, "alias": "Les", "name": "LesBarth", "user-since": datetime("2008-04-02T11:02:37.000Z"), "user-since-copy": datetime("2008-04-02T11:02:37.000Z"), "friend-ids": {{ 33645432, 43039707 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2000-09-18") } ] }
-{ "id": 10563310, "id-copy": 10563310, "alias": "Justina", "name": "JustinaHall", "user-since": datetime("2010-08-24T08:57:45.000Z"), "user-since-copy": datetime("2010-08-24T08:57:45.000Z"), "friend-ids": {{ 42796179, 25994871, 35439919, 28722419, 7189994, 41505357, 35095639, 14693797, 36519323, 32598167, 6323551, 14565174, 35997662, 9705559, 3996730 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2011-02-20"), "end-date": date("2011-05-05") } ] }
-{ "id": 10573795, "id-copy": 10573795, "alias": "Neil", "name": "NeilMilne", "user-since": datetime("2005-11-15T02:57:46.000Z"), "user-since-copy": datetime("2005-11-15T02:57:46.000Z"), "friend-ids": {{ 33469327, 4261514, 43412669, 17289131, 27535421, 15267017, 14005060 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2001-11-13"), "end-date": date("2001-10-28") } ] }
-{ "id": 10636498, "id-copy": 10636498, "alias": "Grahame", "name": "GrahameLeslie", "user-since": datetime("2006-01-17T16:17:07.000Z"), "user-since-copy": datetime("2006-01-17T16:17:07.000Z"), "friend-ids": {{ 3924169, 14543253, 19830425, 34696361, 26630699, 47664771 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2004-03-25") } ] }
-{ "id": 10642153, "id-copy": 10642153, "alias": "Wally", "name": "WallyRiggle", "user-since": datetime("2011-10-10T21:43:33.000Z"), "user-since-copy": datetime("2011-10-10T21:43:33.000Z"), "friend-ids": {{ 32910135, 45556839, 6526394, 13177451, 10588491, 40270322, 17438379, 21204776, 46036116, 44249789, 7375979, 43487252, 24858016, 3947997 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-10-10") } ] }
-{ "id": 10650265, "id-copy": 10650265, "alias": "Kristia", "name": "KristiaCowart", "user-since": datetime("2005-09-27T20:13:12.000Z"), "user-since-copy": datetime("2005-09-27T20:13:12.000Z"), "friend-ids": {{ 41553475, 45442923, 20846576, 6432869, 40830841 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2006-05-05") } ] }
-{ "id": 10659022, "id-copy": 10659022, "alias": "Cecelia", "name": "CeceliaHandyside", "user-since": datetime("2007-02-22T12:42:30.000Z"), "user-since-copy": datetime("2007-02-22T12:42:30.000Z"), "friend-ids": {{ 9051, 38746030, 6178049, 22068473, 25755202, 11577837, 28994476 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2004-07-09"), "end-date": date("2009-10-14") } ] }
-{ "id": 10668283, "id-copy": 10668283, "alias": "Dorian", "name": "DorianTomlinson", "user-since": datetime("2008-06-22T00:01:46.000Z"), "user-since-copy": datetime("2008-06-22T00:01:46.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2004-12-17") } ] }
-{ "id": 10674199, "id-copy": 10674199, "alias": "Dorothy", "name": "DorothyPritchard", "user-since": datetime("2007-09-19T04:32:05.000Z"), "user-since-copy": datetime("2007-09-19T04:32:05.000Z"), "friend-ids": {{ 11239155, 14468542, 8244419, 30563447, 2235193, 33015958, 11941749, 22198664, 41531114, 11614864, 43486312, 11394784, 46038310, 8248070, 12346192 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2000-10-03") } ] }
-{ "id": 10686646, "id-copy": 10686646, "alias": "Deborah", "name": "DeborahRosenstiehl", "user-since": datetime("2012-06-18T16:51:32.000Z"), "user-since-copy": datetime("2012-06-18T16:51:32.000Z"), "friend-ids": {{ 34005621, 6910583, 11226890, 1333457, 13615971, 15332838, 30484423, 38261521, 39526604, 12093262, 15397660, 29644860, 36715060, 16753181 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2005-07-01"), "end-date": date("2007-10-22") } ] }
-{ "id": 10703185, "id-copy": 10703185, "alias": "Sabina", "name": "SabinaHall", "user-since": datetime("2012-05-18T20:37:33.000Z"), "user-since-copy": datetime("2012-05-18T20:37:33.000Z"), "friend-ids": {{ 432154, 6472603, 35649237, 46598578, 35486135, 44354453 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2002-11-04"), "end-date": date("2011-10-12") } ] }
-{ "id": 10710526, "id-copy": 10710526, "alias": "Heike", "name": "HeikeReed", "user-since": datetime("2009-08-15T19:20:30.000Z"), "user-since-copy": datetime("2009-08-15T19:20:30.000Z"), "friend-ids": {{ 36253853, 35694929, 43324582, 24829816 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2011-02-12"), "end-date": date("2011-01-22") } ] }
-{ "id": 10734148, "id-copy": 10734148, "alias": "Allannah", "name": "AllannahHoffhants", "user-since": datetime("2005-11-18T00:54:25.000Z"), "user-since-copy": datetime("2005-11-18T00:54:25.000Z"), "friend-ids": {{ 26897353, 13343289, 1991130, 39024681, 21839148, 38693973, 19132058, 17589948, 13367008, 30389658, 21757614, 45618415, 23559236, 35669455, 22088928, 2531202, 120534, 867017, 8590987, 25956219, 21819960, 41918122, 31042839, 15019901 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2004-10-25") } ] }
-{ "id": 10738096, "id-copy": 10738096, "alias": "Dori", "name": "DoriAlcocke", "user-since": datetime("2010-05-21T04:59:08.000Z"), "user-since-copy": datetime("2010-05-21T04:59:08.000Z"), "friend-ids": {{ 44039507, 40951102, 39132038, 31982600, 46848423, 43375356, 6188106, 3044041, 38421537, 18640387, 21639042, 11192576, 15659477, 360828, 26875197, 19433881 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2008-02-19"), "end-date": date("2011-03-24") } ] }
-{ "id": 10765090, "id-copy": 10765090, "alias": "Louiza", "name": "LouizaMcelroy", "user-since": datetime("2012-08-14T02:46:00.000Z"), "user-since-copy": datetime("2012-08-14T02:46:00.000Z"), "friend-ids": {{ 14365973, 9091111, 44279279, 45125689, 29955385, 23874606, 18142514, 24878700, 13928633, 47391704, 29729670, 35422059, 987030, 3200788, 7640346, 32947024, 32550247, 25746061, 34112521, 41193622, 2620213, 30090329, 5531715 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2002-06-16"), "end-date": date("2003-05-13") } ] }
-{ "id": 10768810, "id-copy": 10768810, "alias": "Gaston", "name": "GastonBender", "user-since": datetime("2008-05-24T17:27:14.000Z"), "user-since-copy": datetime("2008-05-24T17:27:14.000Z"), "friend-ids": {{ 29652235, 40180625, 34608178, 43814186, 9682855, 24692412, 33119254, 20480079, 35147289, 24629496, 1449575 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-04-06") } ] }
-{ "id": 10771030, "id-copy": 10771030, "alias": "Jen", "name": "JenZaun", "user-since": datetime("2006-12-02T14:42:43.000Z"), "user-since-copy": datetime("2006-12-02T14:42:43.000Z"), "friend-ids": {{ 38166077 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2003-12-01"), "end-date": date("2010-04-12") } ] }
-{ "id": 10772929, "id-copy": 10772929, "alias": "Hugh", "name": "HughTrout", "user-since": datetime("2008-01-24T03:16:55.000Z"), "user-since-copy": datetime("2008-01-24T03:16:55.000Z"), "friend-ids": {{ 39704817, 19656412, 37084896, 5219803, 23455492, 14248249, 26973609, 4607440, 25844255, 3032226, 45432192, 47011338, 41460367, 28779211, 31780563, 31808543, 29732190, 1264228, 7989711, 38397890, 7638694, 3002993, 8960147, 46258407 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2010-08-02"), "end-date": date("2010-05-08") } ] }
-{ "id": 10779373, "id-copy": 10779373, "alias": "Donya", "name": "DonyaWegley", "user-since": datetime("2012-03-28T01:26:06.000Z"), "user-since-copy": datetime("2012-03-28T01:26:06.000Z"), "friend-ids": {{ 24977052, 19856115, 36795249, 7875698, 23317261, 5916235, 17789989, 41932923 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2008-10-18") } ] }
-{ "id": 10786438, "id-copy": 10786438, "alias": "Sherika", "name": "SherikaShick", "user-since": datetime("2005-05-18T21:46:18.000Z"), "user-since-copy": datetime("2005-05-18T21:46:18.000Z"), "friend-ids": {{ 11188876, 12936787, 43459190, 40396919, 7166644, 20299758 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2002-06-09") } ] }
-{ "id": 10794448, "id-copy": 10794448, "alias": "Delmar", "name": "DelmarDowning", "user-since": datetime("2012-03-10T23:41:49.000Z"), "user-since-copy": datetime("2012-03-10T23:41:49.000Z"), "friend-ids": {{ 34002211, 41487, 45067426, 9754093, 23041928, 41378740, 4013550, 11584362, 46202858, 43273004, 35465505 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2005-09-12") } ] }
-{ "id": 10795960, "id-copy": 10795960, "alias": "Hallam", "name": "HallamBousum", "user-since": datetime("2010-04-23T14:02:10.000Z"), "user-since-copy": datetime("2010-04-23T14:02:10.000Z"), "friend-ids": {{ 23447883, 39605256, 41998325 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2007-04-18") } ] }
-{ "id": 10797166, "id-copy": 10797166, "alias": "Alethea", "name": "AletheaMills", "user-since": datetime("2011-01-10T03:06:16.000Z"), "user-since-copy": datetime("2011-01-10T03:06:16.000Z"), "friend-ids": {{ 25077851, 2396037, 25762626, 31358162, 41492027, 31211140, 38478662, 9688210, 16865534, 4209161, 19863828, 23760993, 36041139, 46184667 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2004-05-04") } ] }
-{ "id": 10803184, "id-copy": 10803184, "alias": "Daria", "name": "DariaPyle", "user-since": datetime("2010-11-22T05:29:27.000Z"), "user-since-copy": datetime("2010-11-22T05:29:27.000Z"), "friend-ids": {{ 26747755, 39431389, 24370112, 37832812, 20626868, 30614988, 38041392, 31908762, 47561829, 45121087, 24496373, 32944554, 16470795, 11915899, 29900938, 4003497, 38829225, 36390033, 36474051 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2009-10-03") } ] }
-{ "id": 10808284, "id-copy": 10808284, "alias": "Natalie", "name": "NatalieJewell", "user-since": datetime("2007-04-15T14:17:38.000Z"), "user-since-copy": datetime("2007-04-15T14:17:38.000Z"), "friend-ids": {{ 20839191, 18422391, 2571767, 39525211, 38867255, 13491856 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2005-09-10"), "end-date": date("2011-01-20") } ] }
-{ "id": 10809730, "id-copy": 10809730, "alias": "Algar", "name": "AlgarZaun", "user-since": datetime("2008-08-14T06:37:59.000Z"), "user-since-copy": datetime("2008-08-14T06:37:59.000Z"), "friend-ids": {{ 12676185, 26087426, 42241358, 47854149, 22179884, 34701736, 35541344, 46257087, 35091522, 10779069 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2010-09-13") } ] }
-{ "id": 10827610, "id-copy": 10827610, "alias": "Madelina", "name": "MadelinaCamp", "user-since": datetime("2010-06-08T13:22:59.000Z"), "user-since-copy": datetime("2010-06-08T13:22:59.000Z"), "friend-ids": {{ 35445385, 15924939, 7897517, 15573537, 7234891, 46098859, 877311, 40923818, 45519215, 27332107, 1693386, 21101894, 35225 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2002-10-04") } ] }
-{ "id": 10834579, "id-copy": 10834579, "alias": "Penni", "name": "PenniBlunt", "user-since": datetime("2010-05-20T20:29:16.000Z"), "user-since-copy": datetime("2010-05-20T20:29:16.000Z"), "friend-ids": {{ 25926886, 10263270, 4098530, 40765625, 16591278 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2003-03-22") } ] }
-{ "id": 10856059, "id-copy": 10856059, "alias": "Leland", "name": "LelandMcdonald", "user-since": datetime("2006-09-26T03:35:07.000Z"), "user-since-copy": datetime("2006-09-26T03:35:07.000Z"), "friend-ids": {{ 29735881, 7080599, 14172811, 24274797, 5773081, 2653240, 18151967, 34988676, 6599030, 46463015, 23254278, 37618443, 32396573 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2004-01-17") } ] }
-{ "id": 10858339, "id-copy": 10858339, "alias": "Eugenio", "name": "EugenioLangston", "user-since": datetime("2006-06-14T22:24:18.000Z"), "user-since-copy": datetime("2006-06-14T22:24:18.000Z"), "friend-ids": {{ 18107191, 19162062, 26048227, 16199255, 32644324, 3917262, 38994370, 36221435, 34919041 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2011-02-03") } ] }
-{ "id": 10858909, "id-copy": 10858909, "alias": "Kiley", "name": "KileyCoates", "user-since": datetime("2011-02-03T03:12:41.000Z"), "user-since-copy": datetime("2011-02-03T03:12:41.000Z"), "friend-ids": {{ 47990206, 29775839, 33872749, 38952297, 38802567, 38822660, 12420330, 18852873, 30468156, 29085185, 2660660, 28283210, 6711584, 35851765, 31124383, 39930865, 18329720 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2006-09-22") } ] }
-{ "id": 10860286, "id-copy": 10860286, "alias": "Albert", "name": "AlbertMills", "user-since": datetime("2005-01-04T04:39:49.000Z"), "user-since-copy": datetime("2005-01-04T04:39:49.000Z"), "friend-ids": {{ 45171802, 36246654, 30029601, 40155304, 4876814, 275363, 46427463, 5698619, 34383185, 47844520, 45026162, 33852471, 36744791, 40565586, 47142152, 42828565 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2012-02-20"), "end-date": date("2012-03-21") } ] }
-{ "id": 10865788, "id-copy": 10865788, "alias": "Ebba", "name": "EbbaSwartzbaugh", "user-since": datetime("2007-08-18T11:38:20.000Z"), "user-since-copy": datetime("2007-08-18T11:38:20.000Z"), "friend-ids": {{ 12850265, 19824056, 2754383, 43333892, 9287993, 14972999, 3729396, 20735424 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2001-10-07"), "end-date": date("2004-07-17") } ] }
-{ "id": 10888777, "id-copy": 10888777, "alias": "Bevis", "name": "BevisStall", "user-since": datetime("2007-04-05T02:35:27.000Z"), "user-since-copy": datetime("2007-04-05T02:35:27.000Z"), "friend-ids": {{ 1924847, 33036971, 5163765, 37816368, 15975671, 11388174, 38485519, 43186487, 30402693, 34350975, 24348537, 34349089, 22680019, 30625064, 23751465, 9072515, 15915109 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2005-03-11") } ] }
-{ "id": 10899544, "id-copy": 10899544, "alias": "Valentine", "name": "ValentineFisher", "user-since": datetime("2008-07-04T14:36:11.000Z"), "user-since-copy": datetime("2008-07-04T14:36:11.000Z"), "friend-ids": {{ 26471524, 781270, 17136010, 12943313, 42125653, 40372131 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2008-09-02"), "end-date": date("2008-01-21") } ] }
-{ "id": 10901332, "id-copy": 10901332, "alias": "Caelie", "name": "CaelieShafer", "user-since": datetime("2011-09-24T05:08:05.000Z"), "user-since-copy": datetime("2011-09-24T05:08:05.000Z"), "friend-ids": {{ 40761096, 31796928, 1066172, 21271172, 41179382, 46260705, 9287042, 37605846, 18083603, 23469027, 45497916, 10102434, 724885, 31794816, 44125905, 46373183, 28321712 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2012-07-04") } ] }
-{ "id": 10905802, "id-copy": 10905802, "alias": "Jamika", "name": "JamikaJowers", "user-since": datetime("2007-05-24T01:31:04.000Z"), "user-since-copy": datetime("2007-05-24T01:31:04.000Z"), "friend-ids": {{ 16476991, 9041491, 10867973, 18057276, 13716912, 184635, 47717267, 37995364 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-08-20") } ] }
-{ "id": 10930153, "id-copy": 10930153, "alias": "Liliana", "name": "LilianaGoodman", "user-since": datetime("2009-06-22T20:57:17.000Z"), "user-since-copy": datetime("2009-06-22T20:57:17.000Z"), "friend-ids": {{ 4302195, 1569986, 5108357, 40772631, 30372008, 36454077, 26878227, 10958250, 46069776, 4779188, 46627230, 47074148, 25489453, 24956443, 31679399, 21835639, 42097220, 35662047, 6354581, 34282348, 13473927 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2008-10-25") } ] }
-{ "id": 10937395, "id-copy": 10937395, "alias": "Madlyn", "name": "MadlynRader", "user-since": datetime("2010-11-11T02:19:12.000Z"), "user-since-copy": datetime("2010-11-11T02:19:12.000Z"), "friend-ids": {{ 8750346, 40237703, 11127018, 23810876, 33862918, 8179642 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2011-03-12"), "end-date": date("2011-12-06") } ] }
-{ "id": 10938328, "id-copy": 10938328, "alias": "Tyrese", "name": "TyreseStainforth", "user-since": datetime("2011-03-03T04:21:04.000Z"), "user-since-copy": datetime("2011-03-03T04:21:04.000Z"), "friend-ids": {{ 33557445, 27981614, 25595450, 31820772, 42028444, 31389097, 16332592, 3555278, 45113070, 5198333 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2000-06-04") } ] }
-{ "id": 10953628, "id-copy": 10953628, "alias": "Clement", "name": "ClementHoenshell", "user-since": datetime("2009-01-24T03:52:54.000Z"), "user-since-copy": datetime("2009-01-24T03:52:54.000Z"), "friend-ids": {{ 24684431, 16961296, 13566818 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2011-05-07") } ] }
-{ "id": 10957867, "id-copy": 10957867, "alias": "Zach", "name": "ZachOppenheimer", "user-since": datetime("2012-01-01T14:40:11.000Z"), "user-since-copy": datetime("2012-01-01T14:40:11.000Z"), "friend-ids": {{ 27759480, 2112389, 8560433, 10052851, 37714587, 16717012, 36648956, 44803993, 36030695, 5359496, 32302980, 27143894, 19287706 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-05-14"), "end-date": date("2004-02-23") } ] }
-{ "id": 10967254, "id-copy": 10967254, "alias": "Andre", "name": "AndreCowper", "user-since": datetime("2011-12-21T20:22:47.000Z"), "user-since-copy": datetime("2011-12-21T20:22:47.000Z"), "friend-ids": {{ 23645341, 16267661, 7660549, 24716202, 20945538, 10125828, 1712260, 5309070, 16802418, 18273953, 12670834 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2003-12-25"), "end-date": date("2004-04-09") } ] }
-{ "id": 10970950, "id-copy": 10970950, "alias": "Shana", "name": "ShanaRose", "user-since": datetime("2008-09-17T10:03:01.000Z"), "user-since-copy": datetime("2008-09-17T10:03:01.000Z"), "friend-ids": {{ 21025589, 17977659, 39920039, 44311386, 2634251 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2006-09-17") } ] }
-{ "id": 10985830, "id-copy": 10985830, "alias": "Spencer", "name": "SpencerWilo", "user-since": datetime("2010-03-02T07:41:59.000Z"), "user-since-copy": datetime("2010-03-02T07:41:59.000Z"), "friend-ids": {{ 5766878, 20551454, 27297902, 44757901, 7660518, 28072828, 6387548, 6276027, 40692560, 36168648, 24514885, 40791549, 15536640, 23757967, 19875372 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2004-04-14"), "end-date": date("2009-02-17") } ] }
-{ "id": 11012734, "id-copy": 11012734, "alias": "Jordan", "name": "JordanSadley", "user-since": datetime("2011-02-26T18:40:19.000Z"), "user-since-copy": datetime("2011-02-26T18:40:19.000Z"), "friend-ids": {{ 37319587, 37212468, 3023956, 43125609 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2007-07-03"), "end-date": date("2011-01-25") } ] }
-{ "id": 11049274, "id-copy": 11049274, "alias": "Fitz", "name": "FitzBeail", "user-since": datetime("2012-08-10T03:25:57.000Z"), "user-since-copy": datetime("2012-08-10T03:25:57.000Z"), "friend-ids": {{ 39403330, 13441324, 723509, 34025727, 23266816, 33898717, 11053310, 14582395, 38435153, 45855468, 45712821 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2004-02-16"), "end-date": date("2007-01-07") } ] }
-{ "id": 11061631, "id-copy": 11061631, "alias": "Maxene", "name": "MaxeneKellogg", "user-since": datetime("2005-11-13T01:09:31.000Z"), "user-since-copy": datetime("2005-11-13T01:09:31.000Z"), "friend-ids": {{ 31578394, 39466620, 35741359, 14244925, 3000582, 39031643, 5008430, 18315325, 30440631, 37868108, 12014032, 32314102, 42887702, 1853960, 28022174, 2024670, 38864358, 42073112, 16259942, 34693959, 25315399, 37475597, 33599283 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2008-05-13") } ] }
-{ "id": 11064301, "id-copy": 11064301, "alias": "Dave", "name": "DaveNicholas", "user-since": datetime("2007-01-09T09:19:57.000Z"), "user-since-copy": datetime("2007-01-09T09:19:57.000Z"), "friend-ids": {{ 19136340, 40809808, 18774928, 405329, 27436466, 35586548, 16671212, 44582715, 47932437, 22599645, 26281489, 39246487, 39088455, 43696576, 28175190 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2005-02-04") } ] }
-{ "id": 11109553, "id-copy": 11109553, "alias": "Walker", "name": "WalkerDrennan", "user-since": datetime("2007-05-03T02:10:46.000Z"), "user-since-copy": datetime("2007-05-03T02:10:46.000Z"), "friend-ids": {{ 38288636, 35385410, 24803705, 31461936, 34309407 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2010-05-20") } ] }
-{ "id": 11129635, "id-copy": 11129635, "alias": "Porter", "name": "PorterRohtin", "user-since": datetime("2005-08-07T05:18:16.000Z"), "user-since-copy": datetime("2005-08-07T05:18:16.000Z"), "friend-ids": {{ 15192554, 37509296, 35638203, 5517199, 3781940, 43497242, 28477558, 4325184, 34919156, 18037278, 36486191, 13966437, 16629611, 40623060 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2005-07-13") } ] }
-{ "id": 11140213, "id-copy": 11140213, "alias": "Montgomery", "name": "MontgomeryWhittier", "user-since": datetime("2007-06-19T17:46:13.000Z"), "user-since-copy": datetime("2007-06-19T17:46:13.000Z"), "friend-ids": {{ 32831460, 6030454, 30437362, 21866470, 17388602, 40815157, 20000967, 47555494, 5818137, 40634742, 21692148, 2365521, 33290069, 46471164, 9192561, 35768343, 7552168, 3577338, 5346012, 31129868 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2008-02-24") } ] }
-{ "id": 11162920, "id-copy": 11162920, "alias": "Michael", "name": "MichaelJohns", "user-since": datetime("2007-12-21T06:52:31.000Z"), "user-since-copy": datetime("2007-12-21T06:52:31.000Z"), "friend-ids": {{ 47587192, 5639113, 24042062, 26141562, 4128346, 25702038, 16421361, 44444678, 30940270, 16928219, 27816662, 37884076, 40854508, 21061894, 42850960, 42453718, 2763269, 16035171, 47650572, 26811622 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-02-24") } ] }
-{ "id": 11195221, "id-copy": 11195221, "alias": "Clement", "name": "ClementBriner", "user-since": datetime("2006-12-27T02:29:02.000Z"), "user-since-copy": datetime("2006-12-27T02:29:02.000Z"), "friend-ids": {{ 33023290 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2000-06-05") } ] }
-{ "id": 11203174, "id-copy": 11203174, "alias": "Lise", "name": "LiseRockwell", "user-since": datetime("2005-04-21T02:17:33.000Z"), "user-since-copy": datetime("2005-04-21T02:17:33.000Z"), "friend-ids": {{ 25322984, 687106, 15193641, 24397137, 34772763, 24725595, 30853266, 14933558, 36895249, 39451299, 2620397, 44594032, 3455415, 39921033, 21621070, 800967 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2006-01-13"), "end-date": date("2008-07-23") } ] }
-{ "id": 11221033, "id-copy": 11221033, "alias": "Vernon", "name": "VernonLear", "user-since": datetime("2006-04-19T13:02:26.000Z"), "user-since-copy": datetime("2006-04-19T13:02:26.000Z"), "friend-ids": {{ 45628776, 31762296, 22963223, 10079920, 20931037, 41768759, 25910794, 41882156, 36691498, 1652094, 25804751, 35757270, 40057670, 37961622, 7430384, 1498630, 7636920, 17109852, 12569850, 47366298, 22902730, 5889994, 21003934, 1929823 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2000-04-18") } ] }
-{ "id": 11223157, "id-copy": 11223157, "alias": "Lavina", "name": "LavinaPeters", "user-since": datetime("2007-11-08T11:13:48.000Z"), "user-since-copy": datetime("2007-11-08T11:13:48.000Z"), "friend-ids": {{ 45286302 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-01-13") } ] }
-{ "id": 11259028, "id-copy": 11259028, "alias": "Linsay", "name": "LinsayBranson", "user-since": datetime("2011-04-28T08:49:14.000Z"), "user-since-copy": datetime("2011-04-28T08:49:14.000Z"), "friend-ids": {{ 24222662, 814967, 16722114, 24161306, 31611, 2964110, 4912379 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2006-05-18"), "end-date": date("2006-12-16") } ] }
-{ "id": 11273239, "id-copy": 11273239, "alias": "Alanis", "name": "AlanisNeely", "user-since": datetime("2009-04-11T16:49:56.000Z"), "user-since-copy": datetime("2009-04-11T16:49:56.000Z"), "friend-ids": {{ 16788046, 3222185, 46272663, 16782006, 29597609, 9709951, 37694695, 39662749, 18430270, 38598018, 40033174, 34984089, 8435528, 2669100, 18469173, 25201258, 29975180, 16379939, 24603, 2573554, 16344157, 16880724, 2437581 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-10-01"), "end-date": date("2006-08-24") } ] }
-{ "id": 11280553, "id-copy": 11280553, "alias": "Wendy", "name": "WendyClarke", "user-since": datetime("2009-08-28T16:53:37.000Z"), "user-since-copy": datetime("2009-08-28T16:53:37.000Z"), "friend-ids": {{ 10802559, 42649709, 8824750, 19241403, 43339000, 23865070, 9842110, 7051904, 39440876, 16961992 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2004-11-15"), "end-date": date("2005-01-15") } ] }
-{ "id": 11287327, "id-copy": 11287327, "alias": "Vito", "name": "VitoMoffat", "user-since": datetime("2008-02-08T03:16:42.000Z"), "user-since-copy": datetime("2008-02-08T03:16:42.000Z"), "friend-ids": {{ 36850894, 16346016, 4072987, 36112362, 13277841, 24976604, 20216096, 36253616, 13624540, 39256929, 8411929, 13545093, 27563972, 4306316, 9819682, 21998450, 16647991, 1987261 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2001-07-08"), "end-date": date("2005-04-23") } ] }
-{ "id": 11290987, "id-copy": 11290987, "alias": "Ilana", "name": "IlanaTedrow", "user-since": datetime("2009-03-03T00:10:34.000Z"), "user-since-copy": datetime("2009-03-03T00:10:34.000Z"), "friend-ids": {{ 20902982, 27972021, 22354642, 32382609, 18711912, 17070293 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2005-11-28"), "end-date": date("2009-09-17") } ] }
-{ "id": 11293477, "id-copy": 11293477, "alias": "Tamzen", "name": "TamzenWheeler", "user-since": datetime("2006-02-25T23:55:58.000Z"), "user-since-copy": datetime("2006-02-25T23:55:58.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-05-19"), "end-date": date("2011-03-06") } ] }
-{ "id": 11297359, "id-copy": 11297359, "alias": "Perry", "name": "PerryLowe", "user-since": datetime("2005-12-28T02:16:57.000Z"), "user-since-copy": datetime("2005-12-28T02:16:57.000Z"), "friend-ids": {{ 33439767 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2007-08-11"), "end-date": date("2009-05-16") } ] }
-{ "id": 11307946, "id-copy": 11307946, "alias": "Helga", "name": "HelgaStough", "user-since": datetime("2007-01-12T21:50:11.000Z"), "user-since-copy": datetime("2007-01-12T21:50:11.000Z"), "friend-ids": {{ 22768365 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2007-01-04"), "end-date": date("2009-06-25") } ] }
-{ "id": 11318098, "id-copy": 11318098, "alias": "Lucilla", "name": "LucillaSteele", "user-since": datetime("2006-05-02T12:10:51.000Z"), "user-since-copy": datetime("2006-05-02T12:10:51.000Z"), "friend-ids": {{ 43202249, 11116520, 19404968, 23494384, 41664359, 2459832, 21895811, 29849475, 32963400, 24381723, 46790616, 10343240, 43849340, 16769526, 26104853 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2009-10-09") } ] }
-{ "id": 11318329, "id-copy": 11318329, "alias": "April", "name": "AprilSurrency", "user-since": datetime("2008-09-02T21:07:03.000Z"), "user-since-copy": datetime("2008-09-02T21:07:03.000Z"), "friend-ids": {{ 8646916, 27873471, 41336682, 42549624, 39851926, 29548550, 31209458, 40169445, 27695329, 20395537, 10311481, 47078664, 32368262, 6850643, 26890752 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2009-12-11") } ] }
-{ "id": 11327731, "id-copy": 11327731, "alias": "Duncan", "name": "DuncanPennington", "user-since": datetime("2007-09-08T05:38:28.000Z"), "user-since-copy": datetime("2007-09-08T05:38:28.000Z"), "friend-ids": {{ 7591038, 8046115, 16606742, 39494564, 32760725, 39036737, 9937167, 38968828, 32536611 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2003-12-06") } ] }
-{ "id": 11330215, "id-copy": 11330215, "alias": "Tilly", "name": "TillyMckinnon", "user-since": datetime("2011-04-13T10:13:13.000Z"), "user-since-copy": datetime("2011-04-13T10:13:13.000Z"), "friend-ids": {{ 5559510, 31907101, 45791333, 35002065, 1302921, 37193818, 32812039, 41322357, 20631502 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2001-03-22"), "end-date": date("2008-08-22") } ] }
-{ "id": 11333794, "id-copy": 11333794, "alias": "Yung", "name": "YungNash", "user-since": datetime("2010-06-08T17:32:35.000Z"), "user-since-copy": datetime("2010-06-08T17:32:35.000Z"), "friend-ids": {{ 11329358, 14452899, 15459758, 31785934, 15405998, 17431717, 36883854, 1230831, 17690420, 45243495, 31580409, 15264731, 10067263, 20381783, 41240146, 2883831, 29492394, 38409147, 35853447, 26151247 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-06-24"), "end-date": date("2010-03-23") } ] }
-{ "id": 11348449, "id-copy": 11348449, "alias": "Domitila", "name": "DomitilaPolson", "user-since": datetime("2009-09-24T21:31:17.000Z"), "user-since-copy": datetime("2009-09-24T21:31:17.000Z"), "friend-ids": {{ 46755392, 24913792, 47792230, 2451253, 10548653, 3083052, 20700516, 15133622, 17284439, 40871072, 6444103, 44749243, 45289097, 19631062, 8873017, 6262067, 4742977, 672148, 19303779 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2005-06-03") } ] }
-{ "id": 11355979, "id-copy": 11355979, "alias": "Sal", "name": "SalChapman", "user-since": datetime("2012-07-23T17:03:04.000Z"), "user-since-copy": datetime("2012-07-23T17:03:04.000Z"), "friend-ids": {{ 4959799, 33919735, 33624568, 9885012, 16788595, 39510500, 34856818, 22167281, 44317359, 45181449, 43901851, 42402339, 9573000, 16655168 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2006-12-10") } ] }
-{ "id": 11364871, "id-copy": 11364871, "alias": "Darrell", "name": "DarrellTaggart", "user-since": datetime("2007-02-14T07:06:21.000Z"), "user-since-copy": datetime("2007-02-14T07:06:21.000Z"), "friend-ids": {{ 42942141, 33727432, 32050372, 39330410, 38031970, 18321427, 4533038, 45054607, 34474798, 29859123, 17215101, 24811589, 12250229, 4712867, 23411515, 10287620, 37707941 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2006-11-26"), "end-date": date("2007-02-18") } ] }
-{ "id": 11366056, "id-copy": 11366056, "alias": "Devin", "name": "DevinUlery", "user-since": datetime("2011-05-03T13:27:51.000Z"), "user-since-copy": datetime("2011-05-03T13:27:51.000Z"), "friend-ids": {{ 25443767, 42385070, 31515075, 31340661, 25371541, 34378389, 40381786, 23698797, 40141450, 12814851, 41414503, 39733660, 27910438, 44106204, 18806338, 37909692, 12502759, 4270087, 5110443, 14347603, 19313129, 8826229 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2001-12-15") } ] }
-{ "id": 11370337, "id-copy": 11370337, "alias": "Devin", "name": "DevinWatson", "user-since": datetime("2009-07-19T11:47:07.000Z"), "user-since-copy": datetime("2009-07-19T11:47:07.000Z"), "friend-ids": {{ 25117468, 31957773, 46217915, 26169035, 34203342, 32134285, 10572760, 10974016, 33771064, 4177645, 4910095, 18301833, 15264956, 5806057, 37899843, 35459189, 4391801, 34940818 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2008-06-19") } ] }
-{ "id": 11390830, "id-copy": 11390830, "alias": "Luciano", "name": "LucianoHooker", "user-since": datetime("2006-08-16T08:17:56.000Z"), "user-since-copy": datetime("2006-08-16T08:17:56.000Z"), "friend-ids": {{ 42206490, 5533465, 32480435, 18058343 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2004-02-19") } ] }
-{ "id": 11400016, "id-copy": 11400016, "alias": "Beaumont", "name": "BeaumontMiller", "user-since": datetime("2008-05-12T07:13:22.000Z"), "user-since-copy": datetime("2008-05-12T07:13:22.000Z"), "friend-ids": {{ 41935126, 36767417, 10582797, 47501456, 43527117, 2821865, 27905409, 13531461, 16278289, 9565333, 15686197, 15195167, 29350985, 8804024, 31606110, 44124513, 15106563, 26509959, 47480296, 13623445, 17378703, 33568332, 19922072, 12746355 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2002-03-04") } ] }
-{ "id": 11416066, "id-copy": 11416066, "alias": "Janna", "name": "JannaBowchiew", "user-since": datetime("2010-12-06T10:53:56.000Z"), "user-since-copy": datetime("2010-12-06T10:53:56.000Z"), "friend-ids": {{ 43816151, 22032304, 27239988, 23813127, 34936097, 8817657, 39872787, 27628236, 38333824, 40879066 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-04-19"), "end-date": date("2008-01-09") } ] }
-{ "id": 11417764, "id-copy": 11417764, "alias": "Maren", "name": "MarenDickson", "user-since": datetime("2006-07-20T06:36:52.000Z"), "user-since-copy": datetime("2006-07-20T06:36:52.000Z"), "friend-ids": {{ 14573904, 11946003, 35291176, 25103717, 30010131, 886854, 46625000, 28533752, 46506784, 15300620, 40647607, 10249516, 27751123, 3883546, 41772148, 26655932, 39026036, 4416966, 15070564, 7052224, 10264392, 13650303, 30752174 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2012-08-26"), "end-date": date("2012-08-29") } ] }
-{ "id": 11425216, "id-copy": 11425216, "alias": "Levi", "name": "LeviEiford", "user-since": datetime("2010-04-10T23:37:26.000Z"), "user-since-copy": datetime("2010-04-10T23:37:26.000Z"), "friend-ids": {{ 39348801, 15029457, 33995161, 27782571, 16712478, 28987111 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-08-12") } ] }
-{ "id": 11426248, "id-copy": 11426248, "alias": "Chryssa", "name": "ChryssaHincken", "user-since": datetime("2005-06-16T01:11:36.000Z"), "user-since-copy": datetime("2005-06-16T01:11:36.000Z"), "friend-ids": {{ 47119545 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2003-11-20"), "end-date": date("2003-10-07") } ] }
-{ "id": 11441509, "id-copy": 11441509, "alias": "Franklyn", "name": "FranklynZimmer", "user-since": datetime("2012-03-22T13:12:29.000Z"), "user-since-copy": datetime("2012-03-22T13:12:29.000Z"), "friend-ids": {{ 12883110, 5637339, 42139368, 25533619, 19998291, 4231212, 40792266, 9689761, 7591603, 29088602, 40962884, 9432997, 29850101, 47563888, 10384431, 30557751, 9141240, 45176888, 40987369, 42808497, 37891546, 8520042, 12875368, 39706341 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2008-06-09") } ] }
-{ "id": 11447332, "id-copy": 11447332, "alias": "Sherisse", "name": "SherisseMaugham", "user-since": datetime("2012-02-09T14:21:08.000Z"), "user-since-copy": datetime("2012-02-09T14:21:08.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-09-16") } ] }
-{ "id": 11452525, "id-copy": 11452525, "alias": "Suzanna", "name": "SuzannaOlphert", "user-since": datetime("2005-10-22T04:41:20.000Z"), "user-since-copy": datetime("2005-10-22T04:41:20.000Z"), "friend-ids": {{ 44250347, 21517625, 10831891, 23365285, 2000581, 43387385, 40167252, 25288275, 6768341, 36116792, 10670805 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2001-10-21"), "end-date": date("2005-03-11") } ] }
-{ "id": 11456404, "id-copy": 11456404, "alias": "Lonny", "name": "LonnyUllman", "user-since": datetime("2008-10-19T03:05:07.000Z"), "user-since-copy": datetime("2008-10-19T03:05:07.000Z"), "friend-ids": {{ 30675414, 44654756, 8273748, 12998719, 20082930 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2009-11-02"), "end-date": date("2011-05-11") } ] }
-{ "id": 11458594, "id-copy": 11458594, "alias": "Rosaline", "name": "RosalineHawker", "user-since": datetime("2006-06-07T01:36:07.000Z"), "user-since-copy": datetime("2006-06-07T01:36:07.000Z"), "friend-ids": {{ 13674953, 43755185, 20151836, 40023637, 35564429, 45196295, 33392303, 2080473, 6786170, 42815553, 10811200, 5050190, 20987923, 32613675 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2002-06-05") } ] }
-{ "id": 11476339, "id-copy": 11476339, "alias": "Hopkin", "name": "HopkinNicholas", "user-since": datetime("2008-09-23T20:48:07.000Z"), "user-since-copy": datetime("2008-09-23T20:48:07.000Z"), "friend-ids": {{ 30021024, 29046949, 8412580, 10700657, 15739611, 36768609 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2004-01-02") } ] }
-{ "id": 11494930, "id-copy": 11494930, "alias": "Eleanor", "name": "EleanorAnderson", "user-since": datetime("2008-09-01T04:27:31.000Z"), "user-since-copy": datetime("2008-09-01T04:27:31.000Z"), "friend-ids": {{ 46834294, 32081711 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2008-01-19") } ] }
-{ "id": 11506045, "id-copy": 11506045, "alias": "Marci", "name": "MarciSaltser", "user-since": datetime("2011-08-05T00:36:14.000Z"), "user-since-copy": datetime("2011-08-05T00:36:14.000Z"), "friend-ids": {{ 44810951, 11599851, 4960763, 13454104, 22872317, 44594135, 15792938 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2002-06-22"), "end-date": date("2009-08-20") } ] }
-{ "id": 11507149, "id-copy": 11507149, "alias": "Kendal", "name": "KendalCourtney", "user-since": datetime("2006-06-22T04:28:09.000Z"), "user-since-copy": datetime("2006-06-22T04:28:09.000Z"), "friend-ids": {{ 9084267, 26163683, 15271756, 4229254, 5439809, 23992890, 23144677, 26584955, 29430424, 15196312, 19993838, 3665259, 15861241, 15197583, 15693177 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2010-08-06"), "end-date": date("2011-04-21") } ] }
-{ "id": 11515915, "id-copy": 11515915, "alias": "Hunter", "name": "HunterBash", "user-since": datetime("2011-03-05T16:16:17.000Z"), "user-since-copy": datetime("2011-03-05T16:16:17.000Z"), "friend-ids": {{ 14847122, 46314922, 14414318, 46374290, 45050391, 22617753 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2004-01-20") } ] }
-{ "id": 11525575, "id-copy": 11525575, "alias": "Zack", "name": "ZackMills", "user-since": datetime("2007-10-15T20:53:30.000Z"), "user-since-copy": datetime("2007-10-15T20:53:30.000Z"), "friend-ids": {{ 11119738, 47490530, 18951399, 24413247, 4019030, 39064308, 43279140, 11316225, 15383674, 40613636, 4793869, 21591307, 23561981, 3763992, 32892218, 34334911, 40693733 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2012-05-25"), "end-date": date("2012-07-09") } ] }
-{ "id": 11529364, "id-copy": 11529364, "alias": "Rufus", "name": "RufusGreen", "user-since": datetime("2009-04-14T15:51:24.000Z"), "user-since-copy": datetime("2009-04-14T15:51:24.000Z"), "friend-ids": {{ 5011595 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2000-09-25"), "end-date": date("2004-08-22") } ] }
-{ "id": 11536582, "id-copy": 11536582, "alias": "Deon", "name": "DeonBickerson", "user-since": datetime("2007-05-18T18:12:00.000Z"), "user-since-copy": datetime("2007-05-18T18:12:00.000Z"), "friend-ids": {{ 2848304, 6359671, 29695732, 42414044, 3277185, 17642866, 47064497, 32240400, 43486181, 5049864, 22831246, 9259974, 17502793, 29955647, 6928887, 19609966 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2009-01-20"), "end-date": date("2009-03-12") } ] }
-{ "id": 11547586, "id-copy": 11547586, "alias": "Rosanne", "name": "RosanneWatkins", "user-since": datetime("2008-03-02T16:07:45.000Z"), "user-since-copy": datetime("2008-03-02T16:07:45.000Z"), "friend-ids": {{ 47389452, 44553302, 30722503, 3892313, 9603884, 12058710, 18459884, 23971280, 39791340, 25400946, 25149383, 8391991, 6548649, 20662585, 34505551, 8352025 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2005-05-17") } ] }
-{ "id": 11551078, "id-copy": 11551078, "alias": "Percy", "name": "PercyStocker", "user-since": datetime("2012-01-12T15:14:02.000Z"), "user-since-copy": datetime("2012-01-12T15:14:02.000Z"), "friend-ids": {{ 8927010, 25565873, 1309019, 9736505, 27953053, 6619625, 45562540, 32022492, 1535156, 11343220, 40057278, 5452463, 36005348, 35072612, 31954888 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2004-06-01"), "end-date": date("2010-03-09") } ] }
-{ "id": 11562148, "id-copy": 11562148, "alias": "Rexana", "name": "RexanaStange", "user-since": datetime("2012-08-13T20:11:05.000Z"), "user-since-copy": datetime("2012-08-13T20:11:05.000Z"), "friend-ids": {{ 22418981, 44892347, 43890424, 38530948, 33178064 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2004-11-21"), "end-date": date("2007-11-01") } ] }
-{ "id": 11582299, "id-copy": 11582299, "alias": "Seward", "name": "SewardReddish", "user-since": datetime("2007-11-07T11:10:00.000Z"), "user-since-copy": datetime("2007-11-07T11:10:00.000Z"), "friend-ids": {{ 14793773, 24447668, 30727802, 4757816, 26139324, 4433524, 15974482 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2012-02-10") } ] }
-{ "id": 11596522, "id-copy": 11596522, "alias": "Gena", "name": "GenaTurzanski", "user-since": datetime("2012-06-22T18:42:25.000Z"), "user-since-copy": datetime("2012-06-22T18:42:25.000Z"), "friend-ids": {{ 22525625, 22327219, 18520174, 38679685, 16561552, 1999972, 8066310, 24245231, 11682156, 31330371, 38780021, 46833789, 6710024, 38963740, 38984150, 33451484, 19022059, 36880540, 40003274 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2002-09-10") } ] }
-{ "id": 11619817, "id-copy": 11619817, "alias": "Conor", "name": "ConorIsaman", "user-since": datetime("2007-07-19T03:08:58.000Z"), "user-since-copy": datetime("2007-07-19T03:08:58.000Z"), "friend-ids": {{ 3118516, 11993690, 44936801, 20826732, 45978958, 5214526, 29651996, 39212065, 47935248, 13306157, 33084407, 537249, 42089040, 7553609, 42024531, 23482433, 45497814, 26865252, 42135224, 41353574, 28567135, 7898064 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2002-04-26") } ] }
-{ "id": 11626564, "id-copy": 11626564, "alias": "Gia", "name": "GiaNehling", "user-since": datetime("2007-05-04T02:40:35.000Z"), "user-since-copy": datetime("2007-05-04T02:40:35.000Z"), "friend-ids": {{ 14435544, 22982758, 14548448, 20359010, 43749230, 6484290, 43513351, 3652065, 1851524, 15523948, 1941233, 47031188, 12649571, 42789428, 10950757, 18325469, 24986924, 39948729, 29738829, 268135, 32952373, 29859037 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2007-06-13"), "end-date": date("2008-07-06") } ] }
-{ "id": 11626678, "id-copy": 11626678, "alias": "Reed", "name": "ReedHaile", "user-since": datetime("2011-05-28T09:52:04.000Z"), "user-since-copy": datetime("2011-05-28T09:52:04.000Z"), "friend-ids": {{ 38955792, 36648350, 7510300, 36168809, 41493759, 45265187, 1653351, 44881482, 44038304 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2012-03-08"), "end-date": date("2012-05-08") } ] }
-{ "id": 11627800, "id-copy": 11627800, "alias": "Andrina", "name": "AndrinaOrbell", "user-since": datetime("2005-01-07T13:18:15.000Z"), "user-since-copy": datetime("2005-01-07T13:18:15.000Z"), "friend-ids": {{ 14378125 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2001-07-27"), "end-date": date("2009-01-26") } ] }
-{ "id": 11630158, "id-copy": 11630158, "alias": "Jewel", "name": "JewelPrechtl", "user-since": datetime("2008-09-24T10:05:42.000Z"), "user-since-copy": datetime("2008-09-24T10:05:42.000Z"), "friend-ids": {{ 17110258, 26859370, 7070027, 19698792, 10087924, 31999744, 35694569, 10315290, 15006946, 25258889, 8036893, 20721778, 31250890, 31525573 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2002-10-09") } ] }
-{ "id": 11638618, "id-copy": 11638618, "alias": "Garfield", "name": "GarfieldHardie", "user-since": datetime("2007-07-05T04:44:27.000Z"), "user-since-copy": datetime("2007-07-05T04:44:27.000Z"), "friend-ids": {{ 47307628, 3109848, 30936899, 7173119, 33551634, 24239136, 11619168, 633835, 34791947, 12052833, 19798108, 3426648, 395456, 18555868, 18509839, 8340275, 14943912, 42330581, 313099, 25632353, 27912788, 20281899, 8961605, 13625222 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2001-02-24") } ] }
-{ "id": 11666128, "id-copy": 11666128, "alias": "Mathilda", "name": "MathildaBurris", "user-since": datetime("2006-01-04T14:30:09.000Z"), "user-since-copy": datetime("2006-01-04T14:30:09.000Z"), "friend-ids": {{ 21229678, 40152290, 2867638, 27694777, 34054129, 47727334, 39805693, 9084777, 37744206, 47011794, 2190990, 19109454 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2007-09-14"), "end-date": date("2007-03-17") } ] }
-{ "id": 11675221, "id-copy": 11675221, "alias": "Calanthe", "name": "CalantheGearhart", "user-since": datetime("2007-06-08T02:44:20.000Z"), "user-since-copy": datetime("2007-06-08T02:44:20.000Z"), "friend-ids": {{ 19185575 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2010-05-21") } ] }
-{ "id": 11693350, "id-copy": 11693350, "alias": "Crystal", "name": "CrystalDickinson", "user-since": datetime("2007-02-08T08:05:12.000Z"), "user-since-copy": datetime("2007-02-08T08:05:12.000Z"), "friend-ids": {{ 32246301, 35277320, 38987334, 3391139, 30437594, 35314588, 32659406, 19055708, 5245289, 1155014, 9266846, 20085529, 27878886, 25128707, 46223557, 16459237, 41315912, 26681594 }}, "employment": [ { "organization-name": "Strongtone", "start-date": date("2011-07-03"), "end-date": date("2011-08-05") } ] }
-{ "id": 11694928, "id-copy": 11694928, "alias": "Anne", "name": "AnnePritchard", "user-since": datetime("2005-05-25T23:02:45.000Z"), "user-since-copy": datetime("2005-05-25T23:02:45.000Z"), "friend-ids": {{ 4000537, 32410978, 2682612, 1214946, 38250943, 36272447, 14182545, 27782322, 2714608, 38315875 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2011-02-22"), "end-date": date("2011-11-07") } ] }
-{ "id": 11695309, "id-copy": 11695309, "alias": "Petula", "name": "PetulaTanner", "user-since": datetime("2011-12-23T13:29:44.000Z"), "user-since-copy": datetime("2011-12-23T13:29:44.000Z"), "friend-ids": {{ 39411346, 33118908, 44553603 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2003-02-26"), "end-date": date("2007-11-12") } ] }
-{ "id": 11748019, "id-copy": 11748019, "alias": "Malinda", "name": "MalindaMoberly", "user-since": datetime("2005-06-21T22:34:38.000Z"), "user-since-copy": datetime("2005-06-21T22:34:38.000Z"), "friend-ids": {{ 46792750, 47197275, 45940765, 43931611, 33201251, 32508732, 23681521, 35069089, 43652710, 22676488, 5098654, 29592897, 18671070, 40200423 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2004-08-18") } ] }
-{ "id": 11779591, "id-copy": 11779591, "alias": "Galina", "name": "GalinaRoberts", "user-since": datetime("2007-03-18T12:09:38.000Z"), "user-since-copy": datetime("2007-03-18T12:09:38.000Z"), "friend-ids": {{ 16134690, 41543844 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2010-04-17") } ] }
-{ "id": 11781745, "id-copy": 11781745, "alias": "Merv", "name": "MervStocker", "user-since": datetime("2008-10-15T03:41:54.000Z"), "user-since-copy": datetime("2008-10-15T03:41:54.000Z"), "friend-ids": {{ 26394519, 2599602, 40237077, 43817129, 30392481, 43051494, 36128635, 35974184, 37237292, 7775912, 11569464, 9112021, 26837692, 11548106, 29331601, 11126182, 18076463, 33866145, 22408972, 42318835, 47199541, 26807788 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2005-01-15"), "end-date": date("2008-02-18") } ] }
-{ "id": 11782354, "id-copy": 11782354, "alias": "Glynda", "name": "GlyndaEnderly", "user-since": datetime("2007-11-25T06:01:45.000Z"), "user-since-copy": datetime("2007-11-25T06:01:45.000Z"), "friend-ids": {{ 16202981, 24035766, 10175614, 27353200, 26183740, 6084065, 31664832, 22446721, 2792685, 37521374, 1999182, 12494503, 18087992, 44433851 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2004-06-10") } ] }
-{ "id": 11788345, "id-copy": 11788345, "alias": "Mindy", "name": "MindyRockwell", "user-since": datetime("2011-02-20T23:55:16.000Z"), "user-since-copy": datetime("2011-02-20T23:55:16.000Z"), "friend-ids": {{ 7821092, 24614722, 27718237, 19686343, 43916267, 7882804, 34422272, 46273261, 658009, 42620170, 36177155, 3340224, 27157340, 20438623, 19694381, 15643415, 43465380, 17719224, 37073374, 42060457, 29532671, 3781069, 26121650 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2011-05-11") } ] }
-{ "id": 11793622, "id-copy": 11793622, "alias": "Leonard", "name": "LeonardAlice", "user-since": datetime("2011-03-02T21:42:07.000Z"), "user-since-copy": datetime("2011-03-02T21:42:07.000Z"), "friend-ids": {{ 38648452, 2302677, 713863, 2484976, 20706899, 6649310, 9952945, 1293945, 23188221, 43521816, 2398744, 28382427, 45933146, 27717079, 12894240, 8077643, 38945982, 12658937, 36047491, 42431984, 43626155 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2001-02-12"), "end-date": date("2001-06-02") } ] }
-{ "id": 11811079, "id-copy": 11811079, "alias": "Kenelm", "name": "KenelmKellogg", "user-since": datetime("2006-05-14T04:13:36.000Z"), "user-since-copy": datetime("2006-05-14T04:13:36.000Z"), "friend-ids": {{ 28287762, 45591894, 12026636, 34381293, 17018521, 37239852, 5735876, 8145944, 34171842, 32986088, 16537938, 20530369, 35161854, 1076550, 26081966, 35666231 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-02-03") } ] }
-{ "id": 11822506, "id-copy": 11822506, "alias": "Jerrold", "name": "JerroldEwing", "user-since": datetime("2010-08-27T22:34:36.000Z"), "user-since-copy": datetime("2010-08-27T22:34:36.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2007-03-21"), "end-date": date("2008-04-26") } ] }
-{ "id": 11839117, "id-copy": 11839117, "alias": "Kyra", "name": "KyraMcdonald", "user-since": datetime("2010-07-08T20:46:49.000Z"), "user-since-copy": datetime("2010-07-08T20:46:49.000Z"), "friend-ids": {{ 42933043, 41665211, 13075886, 36147059, 20127919, 31449381, 47427643, 24399833, 16541120, 38909218, 15609877, 46802599, 31772232, 46743670 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2005-06-08"), "end-date": date("2007-11-11") } ] }
-{ "id": 11862502, "id-copy": 11862502, "alias": "Innocent", "name": "InnocentWilliamson", "user-since": datetime("2005-06-09T18:44:51.000Z"), "user-since-copy": datetime("2005-06-09T18:44:51.000Z"), "friend-ids": {{ 14750408, 36287814, 21197416, 34246775, 18776860, 32777856, 46956112, 18578056, 13053407, 3282278, 29812571, 25299530, 47168979, 6027296, 10540009 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2010-05-20"), "end-date": date("2010-01-24") } ] }
-{ "id": 11872177, "id-copy": 11872177, "alias": "Lillie", "name": "LillieLineman", "user-since": datetime("2009-09-28T02:48:03.000Z"), "user-since-copy": datetime("2009-09-28T02:48:03.000Z"), "friend-ids": {{ 16078664, 22307944, 21464886, 40255882, 39090292, 32823112, 5748916, 46831442, 25498280, 268782, 22829744, 17001614 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2006-02-18") } ] }
-{ "id": 11878948, "id-copy": 11878948, "alias": "Corey", "name": "CoreyWarrick", "user-since": datetime("2005-05-28T15:18:23.000Z"), "user-since-copy": datetime("2005-05-28T15:18:23.000Z"), "friend-ids": {{ 17192577, 19646534, 44755348, 28653064, 30539369, 15001411, 11921646, 44450607, 33599896, 41984600, 2187246, 8785209, 28099595 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2010-12-07") } ] }
-{ "id": 11886709, "id-copy": 11886709, "alias": "Leigh", "name": "LeighBatten", "user-since": datetime("2005-06-18T21:25:13.000Z"), "user-since-copy": datetime("2005-06-18T21:25:13.000Z"), "friend-ids": {{ 161610, 3498914, 24173074, 33102324, 42213688, 44551300, 36373040, 30704767, 24224319, 5784194, 13092764, 38315503, 13246046, 2836280, 672136, 37021775 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2001-05-26"), "end-date": date("2001-05-11") } ] }
-{ "id": 11886856, "id-copy": 11886856, "alias": "Eldred", "name": "EldredArmstrong", "user-since": datetime("2012-02-20T10:08:40.000Z"), "user-since-copy": datetime("2012-02-20T10:08:40.000Z"), "friend-ids": {{ 5146204, 10549788, 40744824, 38277859 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-09-18") } ] }
-{ "id": 11888530, "id-copy": 11888530, "alias": "Louis", "name": "LouisRichards", "user-since": datetime("2011-10-26T02:27:49.000Z"), "user-since-copy": datetime("2011-10-26T02:27:49.000Z"), "friend-ids": {{ 40512993, 46289399 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2000-04-18"), "end-date": date("2002-08-03") } ] }
-{ "id": 11893462, "id-copy": 11893462, "alias": "Shonna", "name": "ShonnaDickson", "user-since": datetime("2007-06-12T09:36:50.000Z"), "user-since-copy": datetime("2007-06-12T09:36:50.000Z"), "friend-ids": {{ 30462288, 43630666, 35884473, 25217438, 3196051, 41844836, 8922622, 15388786, 33486563, 22739607, 42411271, 47936046, 8921955, 11314832, 13138669, 1057389, 45874085 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2010-06-18") } ] }
-{ "id": 11914129, "id-copy": 11914129, "alias": "Ebenezer", "name": "EbenezerMonahan", "user-since": datetime("2006-01-08T08:17:51.000Z"), "user-since-copy": datetime("2006-01-08T08:17:51.000Z"), "friend-ids": {{ 9692770 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2002-10-22"), "end-date": date("2005-07-17") } ] }
-{ "id": 11921524, "id-copy": 11921524, "alias": "Mickey", "name": "MickeySybilla", "user-since": datetime("2012-03-28T17:05:25.000Z"), "user-since-copy": datetime("2012-03-28T17:05:25.000Z"), "friend-ids": {{ 40813978, 14172552, 40702786, 929262, 2220334, 33077762, 20716547, 11400385, 21916926, 38422356, 13378381, 32362984, 8162369, 8965084, 37823302, 3542211, 29294304, 37672739, 28359647 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2007-09-27") } ] }
-{ "id": 11937787, "id-copy": 11937787, "alias": "Addison", "name": "AddisonEckert", "user-since": datetime("2007-04-26T01:06:38.000Z"), "user-since-copy": datetime("2007-04-26T01:06:38.000Z"), "friend-ids": {{ 6446414, 23134374, 38952228, 25368200, 47868440, 29231397, 15672064, 2482344, 22824732, 13563448, 43826877 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2009-10-09") } ] }
-{ "id": 11951800, "id-copy": 11951800, "alias": "Camron", "name": "CamronBrooks", "user-since": datetime("2006-03-05T19:32:03.000Z"), "user-since-copy": datetime("2006-03-05T19:32:03.000Z"), "friend-ids": {{ 39430755, 45789857, 5352132, 34490450, 39117503, 2233039, 16387184 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2006-12-26"), "end-date": date("2007-11-16") } ] }
-{ "id": 11953306, "id-copy": 11953306, "alias": "Teale", "name": "TealeHoltzer", "user-since": datetime("2007-02-14T21:50:54.000Z"), "user-since-copy": datetime("2007-02-14T21:50:54.000Z"), "friend-ids": {{ 30902622, 26223630, 46832466, 32585590, 34005386, 23371032, 25984545, 7502619 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2010-02-14"), "end-date": date("2011-07-08") } ] }
-{ "id": 11969527, "id-copy": 11969527, "alias": "Adrian", "name": "AdrianTedrow", "user-since": datetime("2012-02-13T21:27:48.000Z"), "user-since-copy": datetime("2012-02-13T21:27:48.000Z"), "friend-ids": {{ 36940614, 29564878 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2002-01-16") } ] }
-{ "id": 11978782, "id-copy": 11978782, "alias": "Louiza", "name": "LouizaLlora", "user-since": datetime("2012-06-24T06:19:05.000Z"), "user-since-copy": datetime("2012-06-24T06:19:05.000Z"), "friend-ids": {{ 36495107, 35125435, 30347420, 17703387, 40909002 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2008-05-25") } ] }
-{ "id": 11987626, "id-copy": 11987626, "alias": "Chassidy", "name": "ChassidyHector", "user-since": datetime("2008-07-23T16:16:55.000Z"), "user-since-copy": datetime("2008-07-23T16:16:55.000Z"), "friend-ids": {{ 29831103, 12411598, 20670552, 42569662 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2010-08-22") } ] }
-{ "id": 11989645, "id-copy": 11989645, "alias": "Weston", "name": "WestonPershing", "user-since": datetime("2010-04-02T17:25:31.000Z"), "user-since-copy": datetime("2010-04-02T17:25:31.000Z"), "friend-ids": {{ 11689127 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2006-03-27") } ] }
-{ "id": 11989660, "id-copy": 11989660, "alias": "Rolland", "name": "RollandGarneis", "user-since": datetime("2008-09-16T19:54:32.000Z"), "user-since-copy": datetime("2008-09-16T19:54:32.000Z"), "friend-ids": {{ 30959592, 6160903, 27316367, 6518756, 23008668, 36942525, 39489068, 8710310, 17726852, 72593, 15440937, 4901728, 28916846, 38257093, 28414859, 8857050 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-02-11") } ] }
-{ "id": 9001816, "id-copy": 9001816, "alias": "Concordia", "name": "ConcordiaThomlinson", "user-since": datetime("2006-04-13T03:30:17.000Z"), "user-since-copy": datetime("2006-04-13T03:30:17.000Z"), "friend-ids": {{ 31001079, 10620343, 29160614, 8991085, 45471665, 865015, 11592391, 33106281, 15448665, 29325047, 47814022, 4562661, 11895808, 41974900 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2002-03-25") } ] }
-{ "id": 9005248, "id-copy": 9005248, "alias": "Jervis", "name": "JervisWarrick", "user-since": datetime("2007-02-06T17:54:17.000Z"), "user-since-copy": datetime("2007-02-06T17:54:17.000Z"), "friend-ids": {{ 5038062, 15101135, 28136073, 10706469, 8706391, 10623870, 1759405, 37020186, 17173998, 14985805, 19308437, 43696985, 46650868, 25621415, 14252531, 44491166, 42536769, 33614525, 34665072, 640793 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2010-08-21") } ] }
-{ "id": 9039973, "id-copy": 9039973, "alias": "Desmond", "name": "DesmondRice", "user-since": datetime("2008-04-17T12:00:38.000Z"), "user-since-copy": datetime("2008-04-17T12:00:38.000Z"), "friend-ids": {{ 16128090, 28937536, 30905098, 25666304, 23272582, 29438991, 42040849, 42396891, 9345677, 9260055, 17415621, 31581557, 1249365, 20734436, 2341357, 36307325, 20347771, 23723655 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2002-10-24"), "end-date": date("2008-02-24") } ] }
-{ "id": 9050866, "id-copy": 9050866, "alias": "Jimmie", "name": "JimmieBicknell", "user-since": datetime("2007-02-15T16:39:19.000Z"), "user-since-copy": datetime("2007-02-15T16:39:19.000Z"), "friend-ids": {{ 17248854, 13830961, 10571254, 637235, 18219702, 4541511, 42876025, 19679892, 14009802, 15312402, 20914286, 41969971, 39807443, 5990836, 1594551, 25853135, 25021671, 21604624, 47574478 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2001-04-09") } ] }
-{ "id": 9056494, "id-copy": 9056494, "alias": "Alvena", "name": "AlvenaPearsall", "user-since": datetime("2005-08-09T08:50:25.000Z"), "user-since-copy": datetime("2005-08-09T08:50:25.000Z"), "friend-ids": {{ 26263956, 80589, 37669623, 32875186, 42026139, 22169384, 47224581, 25632957, 28392334, 42393204, 15028714, 554526 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2005-02-19") } ] }
-{ "id": 9074290, "id-copy": 9074290, "alias": "Riley", "name": "RileyBode", "user-since": datetime("2010-11-20T01:12:36.000Z"), "user-since-copy": datetime("2010-11-20T01:12:36.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2004-10-12") } ] }
-{ "id": 9099376, "id-copy": 9099376, "alias": "Tena", "name": "TenaKline", "user-since": datetime("2011-10-20T14:46:29.000Z"), "user-since-copy": datetime("2011-10-20T14:46:29.000Z"), "friend-ids": {{ 28615752, 16589994, 24896126, 32768352, 40921310, 22643822, 39206554, 45652466, 17237997, 44705249, 30599864, 17750741, 14758376, 4842744 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2000-03-18") } ] }
-{ "id": 9139057, "id-copy": 9139057, "alias": "Esther", "name": "EstherUllman", "user-since": datetime("2010-01-05T19:25:44.000Z"), "user-since-copy": datetime("2010-01-05T19:25:44.000Z"), "friend-ids": {{ 25401186, 25915246, 33727208, 17431690, 24541706, 19998503, 42399029, 30405906, 20023918, 9788811, 32513474, 14919034, 10073867, 9309154, 1423378, 37386209, 16346279, 45167618, 34716280, 29023237, 20639001, 332097, 28344544 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2003-09-05"), "end-date": date("2009-10-17") } ] }
-{ "id": 9158293, "id-copy": 9158293, "alias": "Cortney", "name": "CortneyPainter", "user-since": datetime("2006-03-15T09:03:09.000Z"), "user-since-copy": datetime("2006-03-15T09:03:09.000Z"), "friend-ids": {{ 42832801, 24287760, 37934712, 43376751, 24673433, 14168792, 46862345, 46736573, 21181723, 2094484, 30254710, 45439521, 26589024, 45746175, 13898656, 13470143, 9669892 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2011-06-13") } ] }
-{ "id": 9190501, "id-copy": 9190501, "alias": "Leonardo", "name": "LeonardoBarr", "user-since": datetime("2008-02-23T14:20:45.000Z"), "user-since-copy": datetime("2008-02-23T14:20:45.000Z"), "friend-ids": {{ 24193096, 44367993, 10307197, 20420512, 36000544, 45069724, 42621729, 10863302, 21701700, 7110735, 6226449, 3269792, 12797617, 19460642, 7357145, 27051982, 31847212, 28691920, 382743, 11602175, 1787538, 42283089, 19610964 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2001-06-25") } ] }
-{ "id": 9201610, "id-copy": 9201610, "alias": "Elaine", "name": "ElaineMcclymonds", "user-since": datetime("2008-04-13T17:06:35.000Z"), "user-since-copy": datetime("2008-04-13T17:06:35.000Z"), "friend-ids": {{ 18934024, 5114594, 25593808 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-08-28") } ] }
-{ "id": 9205834, "id-copy": 9205834, "alias": "Tristin", "name": "TristinWalker", "user-since": datetime("2012-04-25T01:08:05.000Z"), "user-since-copy": datetime("2012-04-25T01:08:05.000Z"), "friend-ids": {{ 2222398, 15073251, 16222879, 24405969, 32651599, 44500557, 31699173, 41724026, 1745441, 9674348, 29594086, 26580583, 42258300, 36027050, 3204087, 2147469, 36519580 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2007-02-09") } ] }
-{ "id": 9210847, "id-copy": 9210847, "alias": "Kristeen", "name": "KristeenShaffer", "user-since": datetime("2008-01-04T12:31:50.000Z"), "user-since-copy": datetime("2008-01-04T12:31:50.000Z"), "friend-ids": {{ 662954, 18313322, 10737685, 5498351, 24795605, 4497605, 45729062, 31007969, 16211490, 19408104, 5882137, 12084923, 14143383, 31263672, 32404691, 8973685, 32756191, 3822704 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2009-12-07"), "end-date": date("2010-02-08") } ] }
-{ "id": 9223375, "id-copy": 9223375, "alias": "Anne", "name": "AnneMoore", "user-since": datetime("2010-07-16T22:06:20.000Z"), "user-since-copy": datetime("2010-07-16T22:06:20.000Z"), "friend-ids": {{ 45553359, 40589681, 9461257, 39253068, 14447226, 37656564, 37047377, 34855985 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2011-04-25") } ] }
-{ "id": 9226960, "id-copy": 9226960, "alias": "Irish", "name": "IrishJohnson", "user-since": datetime("2009-09-07T21:02:01.000Z"), "user-since-copy": datetime("2009-09-07T21:02:01.000Z"), "friend-ids": {{ 4920892, 15681759, 19110917, 26620361, 34712468, 40890326, 20312413 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2009-11-11") } ] }
-{ "id": 9262768, "id-copy": 9262768, "alias": "Graham", "name": "GrahamHunt", "user-since": datetime("2009-03-19T13:15:02.000Z"), "user-since-copy": datetime("2009-03-19T13:15:02.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2012-04-23"), "end-date": date("2012-04-15") } ] }
-{ "id": 9271291, "id-copy": 9271291, "alias": "Kaitlynn", "name": "KaitlynnPycroft", "user-since": datetime("2010-10-09T11:30:12.000Z"), "user-since-copy": datetime("2010-10-09T11:30:12.000Z"), "friend-ids": {{ 38067939, 25732262, 17076819, 19477302, 29794559 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2006-09-04") } ] }
-{ "id": 9275620, "id-copy": 9275620, "alias": "Jackie", "name": "JackieRumbaugh", "user-since": datetime("2011-10-11T07:30:25.000Z"), "user-since-copy": datetime("2011-10-11T07:30:25.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2004-01-14") } ] }
-{ "id": 9288154, "id-copy": 9288154, "alias": "Lauren", "name": "LaurenGraff", "user-since": datetime("2005-12-28T07:21:17.000Z"), "user-since-copy": datetime("2005-12-28T07:21:17.000Z"), "friend-ids": {{ 38658043, 4029859, 43671010, 20184796, 23429992, 3744331, 39377881, 1336305, 33712064, 36443 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2009-04-06") } ] }
-{ "id": 9297361, "id-copy": 9297361, "alias": "Yasmine", "name": "YasmineBullard", "user-since": datetime("2006-07-11T23:54:23.000Z"), "user-since-copy": datetime("2006-07-11T23:54:23.000Z"), "friend-ids": {{ 27580636, 11448774, 32271178, 9627095, 11487349, 46595708 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2001-10-06"), "end-date": date("2003-03-05") } ] }
-{ "id": 9317395, "id-copy": 9317395, "alias": "Timothy", "name": "TimothyMays", "user-since": datetime("2007-05-23T15:42:26.000Z"), "user-since-copy": datetime("2007-05-23T15:42:26.000Z"), "friend-ids": {{ 38066468, 16126194, 20685050, 8542551, 36810930, 36333903, 31522960, 44908120, 45171970, 9212095, 16986466, 41689196, 22300874, 45983009, 30918582, 5896299, 2682406, 6649020, 33199300, 14523848 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2006-04-16"), "end-date": date("2008-02-21") } ] }
-{ "id": 9320062, "id-copy": 9320062, "alias": "Samantha", "name": "SamanthaTanner", "user-since": datetime("2010-06-25T14:13:49.000Z"), "user-since-copy": datetime("2010-06-25T14:13:49.000Z"), "friend-ids": {{ 19538026 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2009-02-24") } ] }
-{ "id": 9329746, "id-copy": 9329746, "alias": "Albert", "name": "AlbertZundel", "user-since": datetime("2005-11-01T23:41:02.000Z"), "user-since-copy": datetime("2005-11-01T23:41:02.000Z"), "friend-ids": {{ 44252308, 14483702, 27233282, 24263669, 35409140, 38591765, 42901786, 24502313, 6384822, 36359249, 36816246, 16578182, 530819, 29481837, 12698700, 6101521, 11990316, 35327955, 10435272 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2003-08-06"), "end-date": date("2010-09-22") } ] }
-{ "id": 9331075, "id-copy": 9331075, "alias": "Monday", "name": "MondayWarrick", "user-since": datetime("2012-01-13T06:13:30.000Z"), "user-since-copy": datetime("2012-01-13T06:13:30.000Z"), "friend-ids": {{ 27699724, 39094128, 11014820, 44605243, 20177679, 37579779, 35875781, 13713739, 8882475, 37427927, 28595578, 3788567, 31200715, 40590973, 7630783, 36856789, 22013865 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2000-04-08") } ] }
-{ "id": 9367306, "id-copy": 9367306, "alias": "Jacinth", "name": "JacinthBynum", "user-since": datetime("2012-03-08T11:26:04.000Z"), "user-since-copy": datetime("2012-03-08T11:26:04.000Z"), "friend-ids": {{ 35048012, 42620612, 39526901, 12673410, 16363143, 45509270, 47714729, 47902094, 12551745, 45510597, 31513255, 2848992, 16088751, 1953590, 32956014, 38607548, 15982103, 31161780, 7331812, 44977526, 15022020, 19905573 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2003-03-24") } ] }
-{ "id": 9373726, "id-copy": 9373726, "alias": "Joe", "name": "JoeRoche", "user-since": datetime("2005-07-09T16:42:53.000Z"), "user-since-copy": datetime("2005-07-09T16:42:53.000Z"), "friend-ids": {{ 16433644, 5532847, 743901, 2134179, 43053028, 36961668, 9731766, 45686582, 17084459, 27026683, 1687547, 6582422, 38798685, 9871595, 2677099, 42280963, 32191501, 4347234 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2009-09-16") } ] }
-{ "id": 9389254, "id-copy": 9389254, "alias": "Jon", "name": "JonShaw", "user-since": datetime("2006-12-10T11:28:23.000Z"), "user-since-copy": datetime("2006-12-10T11:28:23.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2010-07-24") } ] }
-{ "id": 9396193, "id-copy": 9396193, "alias": "Franklyn", "name": "FranklynVorrasi", "user-since": datetime("2007-06-27T09:38:03.000Z"), "user-since-copy": datetime("2007-06-27T09:38:03.000Z"), "friend-ids": {{ 12870114, 28811462, 19219273, 38745339, 22310708, 11419733, 21583164, 42276545, 1177024, 43617748, 11702666, 19332437, 1523883, 40265275, 41227772 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2001-03-13"), "end-date": date("2009-02-07") } ] }
-{ "id": 9408427, "id-copy": 9408427, "alias": "Matt", "name": "MattPritchard", "user-since": datetime("2008-10-02T15:31:39.000Z"), "user-since-copy": datetime("2008-10-02T15:31:39.000Z"), "friend-ids": {{ 3596345, 15476624, 33857894, 13004846, 29332890, 23638145, 43402648, 14337754, 3290802, 10537283, 9989868, 33400736, 43952799, 34128983, 3090230, 12591428, 15051691, 7239629, 10295253, 23448932, 30507945 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2012-02-05") } ] }
-{ "id": 9453925, "id-copy": 9453925, "alias": "Ritchie", "name": "RitchieJube", "user-since": datetime("2008-04-28T12:33:34.000Z"), "user-since-copy": datetime("2008-04-28T12:33:34.000Z"), "friend-ids": {{ 44327769, 45189889, 11098478, 41612069, 40647950, 638474, 21614810, 22273745, 6230791, 15120137, 18477729, 16895919, 5907839, 43993812, 31639138, 7966991, 11024409 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2012-07-22") } ] }
-{ "id": 9461770, "id-copy": 9461770, "alias": "Georgina", "name": "GeorginaPearson", "user-since": datetime("2005-02-04T09:47:21.000Z"), "user-since-copy": datetime("2005-02-04T09:47:21.000Z"), "friend-ids": {{ 26615251, 5874803, 5189465, 29564778, 1778424, 38706542, 38915757, 16819394, 3318129, 2166806, 30570432, 15192853, 4857015, 41673300, 23510020 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2003-06-06") } ] }
-{ "id": 9467614, "id-copy": 9467614, "alias": "Eloisa", "name": "EloisaEvans", "user-since": datetime("2012-01-20T01:00:51.000Z"), "user-since-copy": datetime("2012-01-20T01:00:51.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2000-11-03"), "end-date": date("2003-01-14") } ] }
-{ "id": 9478720, "id-copy": 9478720, "alias": "Angelia", "name": "AngeliaKettlewell", "user-since": datetime("2005-05-27T06:29:30.000Z"), "user-since-copy": datetime("2005-05-27T06:29:30.000Z"), "friend-ids": {{ 42556433, 20033025, 38112512, 19420757, 31822717, 7116081, 39544900, 19203395, 46787205, 32303456, 4509345, 45558040, 42616291, 6929369, 9272653, 37459048, 37113569, 38942369, 47741031, 46761451, 14163845 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2012-03-28"), "end-date": date("2012-03-04") } ] }
-{ "id": 9482569, "id-copy": 9482569, "alias": "Marty", "name": "MartyBurnett", "user-since": datetime("2006-03-21T10:10:40.000Z"), "user-since-copy": datetime("2006-03-21T10:10:40.000Z"), "friend-ids": {{ 5791578, 3884688, 7686005 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2009-02-01") } ] }
-{ "id": 9497698, "id-copy": 9497698, "alias": "Jenny", "name": "JennyBiery", "user-since": datetime("2007-07-24T17:20:06.000Z"), "user-since-copy": datetime("2007-07-24T17:20:06.000Z"), "friend-ids": {{ 37832227, 17148339, 38184683, 45775690, 17511050, 1866913, 30631091, 5996302, 3796747, 33135567, 5930972, 9509054, 44003369, 34299276, 16135297, 15435466, 42464299, 34961792, 47264306, 30734198, 26192613 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2007-10-02"), "end-date": date("2011-09-20") } ] }
-{ "id": 9502096, "id-copy": 9502096, "alias": "Hebe", "name": "HebeEndsley", "user-since": datetime("2012-08-08T18:55:28.000Z"), "user-since-copy": datetime("2012-08-08T18:55:28.000Z"), "friend-ids": {{ 34917916, 5530270, 12994124, 25113086, 28819142, 44228082 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2007-04-11") } ] }
-{ "id": 9503443, "id-copy": 9503443, "alias": "Ebenezer", "name": "EbenezerFulton", "user-since": datetime("2012-07-03T20:14:05.000Z"), "user-since-copy": datetime("2012-07-03T20:14:05.000Z"), "friend-ids": {{ 11155403, 7932344, 24822329, 19823943, 37496284 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2011-08-22") } ] }
-{ "id": 9510451, "id-copy": 9510451, "alias": "Chuck", "name": "ChuckFinck", "user-since": datetime("2011-09-10T08:27:31.000Z"), "user-since-copy": datetime("2011-09-10T08:27:31.000Z"), "friend-ids": {{ 5559039, 8997599, 8311284, 20478562, 13734713, 21511695, 30393493 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2001-10-12") } ] }
-{ "id": 9521683, "id-copy": 9521683, "alias": "Tennille", "name": "TennilleHamilton", "user-since": datetime("2009-04-21T20:56:25.000Z"), "user-since-copy": datetime("2009-04-21T20:56:25.000Z"), "friend-ids": {{ 32048407, 3619952, 41652292, 45570368, 31678290, 11241324 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2010-10-15") } ] }
-{ "id": 9549610, "id-copy": 9549610, "alias": "Blossom", "name": "BlossomGreif", "user-since": datetime("2010-05-03T21:08:56.000Z"), "user-since-copy": datetime("2010-05-03T21:08:56.000Z"), "friend-ids": {{ 47791115, 42952282 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2011-12-25"), "end-date": date("2011-11-27") } ] }
-{ "id": 9556570, "id-copy": 9556570, "alias": "Kassandra", "name": "KassandraKern", "user-since": datetime("2010-12-03T15:29:12.000Z"), "user-since-copy": datetime("2010-12-03T15:29:12.000Z"), "friend-ids": {{ 35944118, 3024691, 43927521, 44121317, 29834404, 18626717, 47095811, 38438153, 30557309, 37143411, 41634172, 23338449, 30455300, 12009022, 26366377, 36381324, 25084236, 36521163, 20063914, 11419154, 40243010, 9336807, 3544397, 20455720 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2005-02-12") } ] }
-{ "id": 9574261, "id-copy": 9574261, "alias": "Kalysta", "name": "KalystaBeedell", "user-since": datetime("2010-01-27T14:57:31.000Z"), "user-since-copy": datetime("2010-01-27T14:57:31.000Z"), "friend-ids": {{ 5811189, 22155580, 41736564, 27399656, 40013573, 28340467, 45690668, 16097604, 9655169, 44870593 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2009-12-16"), "end-date": date("2010-10-22") } ] }
-{ "id": 9575338, "id-copy": 9575338, "alias": "Isabell", "name": "IsabellWain", "user-since": datetime("2011-07-05T12:26:43.000Z"), "user-since-copy": datetime("2011-07-05T12:26:43.000Z"), "friend-ids": {{ 42651024, 15652966, 27390748, 19369775, 44130969, 45269514, 210916, 36228917, 31857984, 11676544, 42752689, 14021599, 31749945, 9405328, 37567152, 17083209, 32654328, 39607403, 18699149, 37082017, 6059914, 881724 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2003-06-04") } ] }
-{ "id": 9577867, "id-copy": 9577867, "alias": "Lavette", "name": "LavetteSnyder", "user-since": datetime("2007-02-22T10:01:04.000Z"), "user-since-copy": datetime("2007-02-22T10:01:04.000Z"), "friend-ids": {{ 25749553, 31379974, 15118772, 38725424, 26760226, 8908746, 20299291, 20288328, 19659485, 22400738, 477700, 20253845, 12753420, 46016251, 29518581, 21898853, 19015599, 3455762, 19350275, 2630122 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2011-04-22") } ] }
-{ "id": 9598486, "id-copy": 9598486, "alias": "Grover", "name": "GroverNewbern", "user-since": datetime("2012-01-06T20:50:38.000Z"), "user-since-copy": datetime("2012-01-06T20:50:38.000Z"), "friend-ids": {{ 8389292, 25521744, 23387036, 38008541, 43673600, 23656679, 1401712, 39164079, 1810015, 20625744, 15651316, 23441546, 24572830, 19077921 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2009-07-28"), "end-date": date("2010-06-09") } ] }
-{ "id": 9599647, "id-copy": 9599647, "alias": "Alexandria", "name": "AlexandriaWade", "user-since": datetime("2012-06-25T06:48:48.000Z"), "user-since-copy": datetime("2012-06-25T06:48:48.000Z"), "friend-ids": {{ 20910866, 20843338, 8182424, 21070448, 43548111, 39370893, 26760127, 11135506 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2011-06-02") } ] }
-{ "id": 9635563, "id-copy": 9635563, "alias": "Tamsen", "name": "TamsenCowart", "user-since": datetime("2010-10-07T05:11:20.000Z"), "user-since-copy": datetime("2010-10-07T05:11:20.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2007-01-07") } ] }
-{ "id": 9636802, "id-copy": 9636802, "alias": "Gage", "name": "GageHair", "user-since": datetime("2011-01-23T22:31:49.000Z"), "user-since-copy": datetime("2011-01-23T22:31:49.000Z"), "friend-ids": {{ 46795684, 38195763, 25882078, 28871879, 5178144, 17683475, 43441471, 5427133, 13936915, 2608474, 9513798, 31041524, 557454, 22452168, 12948004, 16835098, 1151241, 37188687 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2000-05-02"), "end-date": date("2010-02-13") } ] }
-{ "id": 9638626, "id-copy": 9638626, "alias": "Hisako", "name": "HisakoEisaman", "user-since": datetime("2008-05-26T23:34:43.000Z"), "user-since-copy": datetime("2008-05-26T23:34:43.000Z"), "friend-ids": {{ 17773563, 18434504, 1082020, 40557107, 43294701, 1982610, 8259201, 47490886, 20044705, 35882471, 7297053, 17276976, 38660830, 36435103, 29511457, 3474864, 17100964, 23978369, 6260698, 17616437, 1617227, 18325960, 42613056 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2009-07-12") } ] }
-{ "id": 9690049, "id-copy": 9690049, "alias": "Ahmed", "name": "AhmedVinsant", "user-since": datetime("2009-12-24T23:10:10.000Z"), "user-since-copy": datetime("2009-12-24T23:10:10.000Z"), "friend-ids": {{ 9425379, 24773026, 47645199, 12718095, 32145472, 30931581, 11512330, 46898742, 26190870, 38985851, 40692118, 34327720, 47432207 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2002-05-26") } ] }
-{ "id": 9693988, "id-copy": 9693988, "alias": "Geordie", "name": "GeordieBunten", "user-since": datetime("2006-08-03T15:00:25.000Z"), "user-since-copy": datetime("2006-08-03T15:00:25.000Z"), "friend-ids": {{ 31987089, 15556815, 3656365, 35713356, 9573642, 38459850, 44400137, 44882118, 44921684, 47393814, 7869122, 35085016, 43725704, 17602789, 9966406, 20936803, 26425879, 41666932 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2007-01-20") } ] }
-{ "id": 9696160, "id-copy": 9696160, "alias": "Lawerence", "name": "LawerenceLudwig", "user-since": datetime("2005-09-04T07:08:01.000Z"), "user-since-copy": datetime("2005-09-04T07:08:01.000Z"), "friend-ids": {{ 33125788, 14719007, 35434564 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-02-02") } ] }
-{ "id": 9699673, "id-copy": 9699673, "alias": "Jim", "name": "JimPycroft", "user-since": datetime("2012-07-25T20:20:38.000Z"), "user-since-copy": datetime("2012-07-25T20:20:38.000Z"), "friend-ids": {{ 14858146, 47543880, 3186927, 38198580, 2365336, 5255886, 11178580, 41188272, 17623582, 6422949, 4405751, 12128017, 32409443, 38861849, 16511892, 24515731, 46665640, 40644816, 19341995, 44288533, 26148671 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2007-01-24"), "end-date": date("2009-12-16") } ] }
-{ "id": 9709663, "id-copy": 9709663, "alias": "Trevor", "name": "TrevorSell", "user-since": datetime("2008-08-28T18:18:54.000Z"), "user-since-copy": datetime("2008-08-28T18:18:54.000Z"), "friend-ids": {{ 13788189, 27667188, 588943, 1574745, 5763893, 19661124, 45630528, 47078471, 42976078, 32943975 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2007-07-04") } ] }
-{ "id": 9719995, "id-copy": 9719995, "alias": "Hazel", "name": "HazelKnopsnider", "user-since": datetime("2007-04-05T01:11:42.000Z"), "user-since-copy": datetime("2007-04-05T01:11:42.000Z"), "friend-ids": {{ 38515770, 23212874, 6000594, 27957554, 28093880, 3726628, 22800428, 42313894, 23190476, 18537188, 22083915, 43478674, 33364444, 19158958, 1590605, 36792931, 42057988, 33286729, 29580197, 25232028 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2008-09-28") } ] }
-{ "id": 9736855, "id-copy": 9736855, "alias": "Sudie", "name": "SudieAlbright", "user-since": datetime("2011-10-08T08:46:27.000Z"), "user-since-copy": datetime("2011-10-08T08:46:27.000Z"), "friend-ids": {{ 20506190, 13537252, 46211902, 4320089 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2004-12-07"), "end-date": date("2010-07-02") } ] }
-{ "id": 9752227, "id-copy": 9752227, "alias": "Audley", "name": "AudleyPeters", "user-since": datetime("2006-07-27T01:15:35.000Z"), "user-since-copy": datetime("2006-07-27T01:15:35.000Z"), "friend-ids": {{ 877448, 29611844, 2844046, 42493473, 28216181, 353847, 44172105, 36184409, 44010617 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2002-12-17") } ] }
-{ "id": 9760834, "id-copy": 9760834, "alias": "Lavette", "name": "LavettePirl", "user-since": datetime("2006-02-12T07:28:53.000Z"), "user-since-copy": datetime("2006-02-12T07:28:53.000Z"), "friend-ids": {{ 27450797, 36415787 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2002-09-20") } ] }
-{ "id": 9765517, "id-copy": 9765517, "alias": "Alexia", "name": "AlexiaTownsend", "user-since": datetime("2006-02-23T13:26:33.000Z"), "user-since-copy": datetime("2006-02-23T13:26:33.000Z"), "friend-ids": {{ 39892441, 43413199, 45070224, 46877180, 24247279, 26450737, 29111107, 46768934, 11833332, 25913646, 43063781 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2003-02-08") } ] }
-{ "id": 9774613, "id-copy": 9774613, "alias": "Kaycee", "name": "KayceeGeyer", "user-since": datetime("2008-12-19T06:09:36.000Z"), "user-since-copy": datetime("2008-12-19T06:09:36.000Z"), "friend-ids": {{ 35485847, 33668074, 21309976, 40428525, 40450508, 30804358, 1365381, 5197688, 37844952, 4076960, 28446817, 20696590, 23896488, 33454126, 21411087, 9300550, 12986775, 36731809, 47850175, 9503217, 22481614, 29556396, 15013896, 14407126 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2001-03-23"), "end-date": date("2003-01-16") } ] }
-{ "id": 9784687, "id-copy": 9784687, "alias": "Larrie", "name": "LarrieStroh", "user-since": datetime("2005-12-03T13:45:30.000Z"), "user-since-copy": datetime("2005-12-03T13:45:30.000Z"), "friend-ids": {{ 38055237, 43436653, 21194063, 30405058, 7754813, 14616686, 3434657, 24778389, 5653770, 8600235, 44560871, 4379727, 32140404, 35445864, 24133933, 21379278, 45626842, 25710375, 25970333, 16831917 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2006-09-18") } ] }
-{ "id": 9809977, "id-copy": 9809977, "alias": "Kassandra", "name": "KassandraHarding", "user-since": datetime("2007-05-01T06:22:22.000Z"), "user-since-copy": datetime("2007-05-01T06:22:22.000Z"), "friend-ids": {{ 29945374, 38811992, 41372042, 28714909, 16897620, 5020268, 24134801, 26310926, 32871167, 18787983, 47295432, 31873694, 36300817, 42779931, 27486692 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-08-26") } ] }
-{ "id": 9812020, "id-copy": 9812020, "alias": "Elias", "name": "EliasBuck", "user-since": datetime("2012-08-03T07:52:34.000Z"), "user-since-copy": datetime("2012-08-03T07:52:34.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2008-07-05"), "end-date": date("2008-12-18") } ] }
-{ "id": 9842389, "id-copy": 9842389, "alias": "Nicolas", "name": "NicolasHynes", "user-since": datetime("2005-08-10T23:35:18.000Z"), "user-since-copy": datetime("2005-08-10T23:35:18.000Z"), "friend-ids": {{ 40180500, 33396487, 26907885, 4321366, 10229201, 41118923 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2006-10-23"), "end-date": date("2010-03-11") } ] }
-{ "id": 9854788, "id-copy": 9854788, "alias": "Mathilda", "name": "MathildaVanleer", "user-since": datetime("2007-01-05T08:45:07.000Z"), "user-since-copy": datetime("2007-01-05T08:45:07.000Z"), "friend-ids": {{ 20510022, 1353061, 24801201, 11438611, 30281530, 15596343, 29404248, 2024925, 3425369, 18530400 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-07-22"), "end-date": date("2011-02-24") } ] }
-{ "id": 9882241, "id-copy": 9882241, "alias": "Dillon", "name": "DillonSimpson", "user-since": datetime("2006-03-20T13:21:16.000Z"), "user-since-copy": datetime("2006-03-20T13:21:16.000Z"), "friend-ids": {{ 22747996, 6266176, 22832223, 30880579, 35481343, 48005259, 381757, 27560756, 6053858, 42532723, 33355330, 40374460, 39019469, 35869327 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2007-06-13"), "end-date": date("2011-08-15") } ] }
-{ "id": 9883165, "id-copy": 9883165, "alias": "Dean", "name": "DeanKern", "user-since": datetime("2005-11-02T13:10:37.000Z"), "user-since-copy": datetime("2005-11-02T13:10:37.000Z"), "friend-ids": {{ 33343261, 27280204, 31345192, 723310, 11949431, 4787422, 28427922, 11974873, 24553234, 19067609, 12178905, 38171944, 26832701, 47422914, 47782561, 26391811, 28206950, 17135029, 37069726, 40613638, 11509775 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2003-02-16"), "end-date": date("2009-12-16") } ] }
-{ "id": 9885289, "id-copy": 9885289, "alias": "Kayla", "name": "KaylaDugger", "user-since": datetime("2007-10-20T12:55:38.000Z"), "user-since-copy": datetime("2007-10-20T12:55:38.000Z"), "friend-ids": {{ 1821427, 46609485, 4532131 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2009-02-15"), "end-date": date("2009-11-17") } ] }
-{ "id": 9890854, "id-copy": 9890854, "alias": "Linwood", "name": "LinwoodBrown", "user-since": datetime("2005-09-09T12:38:00.000Z"), "user-since-copy": datetime("2005-09-09T12:38:00.000Z"), "friend-ids": {{ 13728190, 31562633, 3437344, 13841675, 38528685 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-05-08"), "end-date": date("2009-08-26") } ] }
-{ "id": 9897094, "id-copy": 9897094, "alias": "Raynard", "name": "RaynardWade", "user-since": datetime("2010-05-12T19:44:55.000Z"), "user-since-copy": datetime("2010-05-12T19:44:55.000Z"), "friend-ids": {{ 21246472, 34504200, 43744110, 30518742, 1016046, 17644601, 47173648, 11643135, 22382871, 38535297, 17156487, 30328939, 14770807, 9365820, 36893585, 30122942, 37610936, 44304872 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-02-18") } ] }
-{ "id": 9910003, "id-copy": 9910003, "alias": "Arline", "name": "ArlineElinor", "user-since": datetime("2012-07-20T16:57:36.000Z"), "user-since-copy": datetime("2012-07-20T16:57:36.000Z"), "friend-ids": {{ 34121202, 19342891, 45323168, 17272278, 6471047, 3726738, 48003127, 32423724, 38588754, 44816854, 13688032, 12876442 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-07-19"), "end-date": date("2009-04-17") } ] }
-{ "id": 9934939, "id-copy": 9934939, "alias": "Camilla", "name": "CamillaRhinehart", "user-since": datetime("2008-12-06T10:44:45.000Z"), "user-since-copy": datetime("2008-12-06T10:44:45.000Z"), "friend-ids": {{ 17020237, 36188716, 32765819, 20068359, 23060675, 16692600 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-04-05") } ] }
-{ "id": 9951325, "id-copy": 9951325, "alias": "Sarah", "name": "SarahRockwell", "user-since": datetime("2009-08-25T01:56:51.000Z"), "user-since-copy": datetime("2009-08-25T01:56:51.000Z"), "friend-ids": {{ 14846488, 32939876, 43509116, 36687501, 6496360, 47346160, 20558288, 21828060 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2002-11-18") } ] }
-{ "id": 9955486, "id-copy": 9955486, "alias": "Jerrod", "name": "JerrodBeach", "user-since": datetime("2007-04-18T07:24:36.000Z"), "user-since-copy": datetime("2007-04-18T07:24:36.000Z"), "friend-ids": {{ 9760902, 36268051, 11373781, 42337286, 41818514, 20451257, 23673069, 14313303, 6548991, 34820597, 17346574, 46871090, 263833, 38179383, 14434022 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2003-09-01"), "end-date": date("2007-06-11") } ] }
-{ "id": 9958378, "id-copy": 9958378, "alias": "Floyd", "name": "FloydErrett", "user-since": datetime("2006-07-06T02:51:46.000Z"), "user-since-copy": datetime("2006-07-06T02:51:46.000Z"), "friend-ids": {{ 38108839, 44502073, 19244279, 45055684, 32489890, 25184431, 34275591, 47288414, 46973922, 28264345, 10024409, 4791958, 40576138, 33446414, 359486, 25595793, 25140170, 23149057, 47032976, 4283407 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2001-08-08") } ] }
-{ "id": 9959077, "id-copy": 9959077, "alias": "Josephine", "name": "JosephineLauffer", "user-since": datetime("2006-12-27T17:33:39.000Z"), "user-since-copy": datetime("2006-12-27T17:33:39.000Z"), "friend-ids": {{ 41423014, 33024139, 26147665, 14776436, 4726952, 12688804 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2001-03-26") } ] }
-{ "id": 9967888, "id-copy": 9967888, "alias": "Andrea", "name": "AndreaBerry", "user-since": datetime("2007-05-03T20:18:51.000Z"), "user-since-copy": datetime("2007-05-03T20:18:51.000Z"), "friend-ids": {{ 1106859, 38049440, 23056791, 16253206, 7727164, 19267641, 31798723, 30455164, 24738450, 15142413, 15111012, 3782070, 11502933, 44299958, 30277689, 3512757, 41960838, 7667284, 9192069, 12267931, 34901540, 20633036, 37186032, 1734718 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2007-04-01"), "end-date": date("2011-09-07") } ] }
-{ "id": 9974485, "id-copy": 9974485, "alias": "Leo", "name": "LeoRawls", "user-since": datetime("2005-02-12T12:01:58.000Z"), "user-since-copy": datetime("2005-02-12T12:01:58.000Z"), "friend-ids": {{ 41189338, 33744557, 2485502, 8308490, 43237410 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2002-11-05"), "end-date": date("2009-04-12") } ] }
-{ "id": 9996817, "id-copy": 9996817, "alias": "Vere", "name": "VereWilkerson", "user-since": datetime("2012-02-05T22:05:44.000Z"), "user-since-copy": datetime("2012-02-05T22:05:44.000Z"), "friend-ids": {{ 30010110, 31604568, 5741065, 29161468, 22429704, 16954129, 26525860, 1490181, 11444321, 24455724, 10411850, 39851031, 16059860, 32050795, 13116007, 12071588 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2004-11-04") } ] }
-{ "id": 10001410, "id-copy": 10001410, "alias": "Denzil", "name": "DenzilLedgerwood", "user-since": datetime("2006-12-24T10:56:58.000Z"), "user-since-copy": datetime("2006-12-24T10:56:58.000Z"), "friend-ids": {{ 25633920, 39748697, 3557647, 44396047, 25225495, 38723684, 5854330 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-08-14"), "end-date": date("2011-07-20") } ] }
-{ "id": 10017829, "id-copy": 10017829, "alias": "Adam", "name": "AdamTrovato", "user-since": datetime("2009-04-15T20:21:48.000Z"), "user-since-copy": datetime("2009-04-15T20:21:48.000Z"), "friend-ids": {{ 7572792, 20961281, 47727918, 25262896, 33740076, 14418354, 42807653, 34174665, 12459426, 28777106, 44409513, 39753872, 9172361, 36746114, 196755 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2007-09-25") } ] }
-{ "id": 10025086, "id-copy": 10025086, "alias": "Peggy", "name": "PeggyOlphert", "user-since": datetime("2009-06-24T16:14:48.000Z"), "user-since-copy": datetime("2009-06-24T16:14:48.000Z"), "friend-ids": {{ 13659719, 46045788, 35841713, 32392118, 24785179, 45483286, 47287227, 42691471, 7471992, 47671331, 25747076, 2368606, 34452743, 14570607, 31436760, 36423303, 31381129, 29414651, 10005587, 14082638, 13311890, 11592210, 1585557 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2008-07-20") } ] }
-{ "id": 10026061, "id-copy": 10026061, "alias": "Nonie", "name": "NonieChappel", "user-since": datetime("2007-06-22T10:06:38.000Z"), "user-since-copy": datetime("2007-06-22T10:06:38.000Z"), "friend-ids": {{ 38760716, 16809503, 6592849, 3736630, 32388289, 40487693, 27146403, 22621793, 35615399, 10839746, 693037, 25222841, 46448329, 40740448, 21652202, 30069817, 21957966 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2010-08-19"), "end-date": date("2010-08-17") } ] }
-{ "id": 10047001, "id-copy": 10047001, "alias": "Darcy", "name": "DarcyKava", "user-since": datetime("2012-02-25T17:16:18.000Z"), "user-since-copy": datetime("2012-02-25T17:16:18.000Z"), "friend-ids": {{ 15613341, 46557569, 20439965, 22442508, 32423739, 40757483, 36365324, 40706148, 12537361, 47741886, 24508947, 34168899, 10674474, 34285157, 28222068, 11113263 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2008-01-27") } ] }
-{ "id": 10047373, "id-copy": 10047373, "alias": "Rexana", "name": "RexanaDennis", "user-since": datetime("2010-01-05T15:43:34.000Z"), "user-since-copy": datetime("2010-01-05T15:43:34.000Z"), "friend-ids": {{ 1594, 40130182 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2004-07-04"), "end-date": date("2007-12-28") } ] }
-{ "id": 10073002, "id-copy": 10073002, "alias": "Josefa", "name": "JosefaNewman", "user-since": datetime("2010-10-06T09:28:29.000Z"), "user-since-copy": datetime("2010-10-06T09:28:29.000Z"), "friend-ids": {{ 7549910, 7287709, 24063891, 41208589, 22325854, 16465930, 45067165, 42784968, 26414870, 16479308, 22681119, 40811475, 9603161, 23525416, 15131604, 4782290, 36997646, 35862360, 42008502, 438438, 25913601, 39300786, 15041382, 37410001 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2011-02-05"), "end-date": date("2011-10-24") } ] }
-{ "id": 10100707, "id-copy": 10100707, "alias": "Brittni", "name": "BrittniEaster", "user-since": datetime("2008-10-03T02:27:48.000Z"), "user-since-copy": datetime("2008-10-03T02:27:48.000Z"), "friend-ids": {{ 28725707, 8497950, 18892135, 1016149, 32023719, 34079976, 39582966, 15469248, 14059091, 6681733, 18398487, 41385960 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2006-04-21") } ] }
-{ "id": 10151953, "id-copy": 10151953, "alias": "Howard", "name": "HowardHoopengarner", "user-since": datetime("2006-07-23T01:43:57.000Z"), "user-since-copy": datetime("2006-07-23T01:43:57.000Z"), "friend-ids": {{ 32564548, 19333543, 27610653, 27936980, 7471201, 1353451, 30864511, 41582907, 22918030, 6011307, 21622284, 44695813, 34728110, 33062051, 29420834, 37472592, 3655974, 34618485, 21615748, 14107596, 15317302, 21805666, 4563480 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2012-06-08") } ] }
-{ "id": 10162495, "id-copy": 10162495, "alias": "Malina", "name": "MalinaTrout", "user-since": datetime("2006-12-19T12:12:55.000Z"), "user-since-copy": datetime("2006-12-19T12:12:55.000Z"), "friend-ids": {{ 40578475, 43374248, 7059820, 18838227, 45149295, 47680877, 11640348, 19081155, 9959453, 46807478, 45192583, 39333999, 4869981, 42888726, 32789666, 19653202 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2000-11-08") } ] }
-{ "id": 10166767, "id-copy": 10166767, "alias": "Leon", "name": "LeonWardle", "user-since": datetime("2008-05-19T07:05:45.000Z"), "user-since-copy": datetime("2008-05-19T07:05:45.000Z"), "friend-ids": {{ 41883510, 44504996, 36617462, 32609381, 11246739, 18717645, 32225763, 25136144, 18258339, 4951535, 40063362, 38810936, 1994155, 16613514, 25411748, 34221779, 44135463 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2006-10-11") } ] }
-{ "id": 10173691, "id-copy": 10173691, "alias": "Elissa", "name": "ElissaWilliams", "user-since": datetime("2011-09-26T16:07:17.000Z"), "user-since-copy": datetime("2011-09-26T16:07:17.000Z"), "friend-ids": {{ 2526422 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2001-07-22") } ] }
-{ "id": 10190329, "id-copy": 10190329, "alias": "Rachyl", "name": "RachylAdams", "user-since": datetime("2005-08-25T14:09:48.000Z"), "user-since-copy": datetime("2005-08-25T14:09:48.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2002-11-17") } ] }
-{ "id": 10197700, "id-copy": 10197700, "alias": "Frederica", "name": "FredericaCherry", "user-since": datetime("2006-04-10T01:23:53.000Z"), "user-since-copy": datetime("2006-04-10T01:23:53.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-01-01"), "end-date": date("2009-07-14") } ] }
-{ "id": 10212385, "id-copy": 10212385, "alias": "Alice", "name": "AliceJones", "user-since": datetime("2009-05-16T16:08:03.000Z"), "user-since-copy": datetime("2009-05-16T16:08:03.000Z"), "friend-ids": {{ 4158604, 3204211, 21491737, 39619715, 9750334 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2012-04-19") } ] }
-{ "id": 10241767, "id-copy": 10241767, "alias": "Lewin", "name": "LewinBurkett", "user-since": datetime("2008-03-24T21:09:05.000Z"), "user-since-copy": datetime("2008-03-24T21:09:05.000Z"), "friend-ids": {{ 5503, 32598090, 36950887, 22362781, 16089120, 30220805, 6197105, 44773004, 17924848, 36033966, 41338779, 38304288, 18528858, 6384026, 46633327, 18024168, 13983021, 7158391, 31922078, 1082072 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2004-02-17") } ] }
-{ "id": 10252147, "id-copy": 10252147, "alias": "Concha", "name": "ConchaMckinnon", "user-since": datetime("2009-12-21T03:27:35.000Z"), "user-since-copy": datetime("2009-12-21T03:27:35.000Z"), "friend-ids": {{ 8837048, 7758233, 2108777, 31062874, 34698247, 33766563, 10653492, 25103733, 24629375, 38758275, 37539109, 47252638, 41559516, 41883197, 9608881, 26501553, 39435548, 43307321, 46890131, 29908109 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-05-09") } ] }
-{ "id": 10261300, "id-copy": 10261300, "alias": "Nick", "name": "NickRohtin", "user-since": datetime("2007-01-24T17:56:52.000Z"), "user-since-copy": datetime("2007-01-24T17:56:52.000Z"), "friend-ids": {{ 37649902 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2004-03-06"), "end-date": date("2007-05-20") } ] }
-{ "id": 10270597, "id-copy": 10270597, "alias": "Ava", "name": "AvaTanner", "user-since": datetime("2010-04-23T11:49:39.000Z"), "user-since-copy": datetime("2010-04-23T11:49:39.000Z"), "friend-ids": {{ 38894360, 9403074, 25855965, 36511208, 4947767, 10318201, 3532083, 28684767, 22730535, 17994309, 21209113, 14980333, 5611975, 31951870, 16697364, 5033131, 13637894, 18107216, 9769275, 25479923, 15320268, 28897820, 22865104 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2011-04-12"), "end-date": date("2011-09-07") } ] }
-{ "id": 10272571, "id-copy": 10272571, "alias": "Jarrett", "name": "JarrettGoldvogel", "user-since": datetime("2010-04-28T23:24:22.000Z"), "user-since-copy": datetime("2010-04-28T23:24:22.000Z"), "friend-ids": {{ 47024505, 36647273, 32152567, 28239957, 11739703, 47515825, 17408763, 41224279, 41487670, 43339913 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2004-04-06"), "end-date": date("2010-02-14") } ] }
-{ "id": 10277731, "id-copy": 10277731, "alias": "Gallagher", "name": "GallagherMagor", "user-since": datetime("2007-07-02T07:37:02.000Z"), "user-since-copy": datetime("2007-07-02T07:37:02.000Z"), "friend-ids": {{ 22730683, 9352614, 42748868, 24014877, 21749502, 30751403, 41768964, 13317192, 31877814, 35318552, 26843471, 21232937, 11268529, 21902785 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-09-03") } ] }
-{ "id": 10278550, "id-copy": 10278550, "alias": "Parker", "name": "ParkerWinton", "user-since": datetime("2008-03-02T18:54:35.000Z"), "user-since-copy": datetime("2008-03-02T18:54:35.000Z"), "friend-ids": {{ 281420, 13481584, 25554653, 2922131, 15313837, 33567564, 20182917, 20143660, 35884326, 22038516, 183180 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2002-12-16"), "end-date": date("2010-08-04") } ] }
-{ "id": 10284583, "id-copy": 10284583, "alias": "Salal", "name": "SalalButterfill", "user-since": datetime("2011-02-05T13:39:36.000Z"), "user-since-copy": datetime("2011-02-05T13:39:36.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2008-08-10"), "end-date": date("2011-05-02") } ] }
-{ "id": 10298530, "id-copy": 10298530, "alias": "Natalee", "name": "NataleeBell", "user-since": datetime("2010-09-07T14:14:59.000Z"), "user-since-copy": datetime("2010-09-07T14:14:59.000Z"), "friend-ids": {{ 36077399, 47946678, 4189158, 42122618, 14179077, 26433248, 25903252, 23116624, 33542934, 1071320, 31914369, 28408518, 40811454, 19212473, 25057330, 42758915 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-02-17") } ] }
-{ "id": 10299298, "id-copy": 10299298, "alias": "Belinda", "name": "BelindaRockwell", "user-since": datetime("2005-03-08T07:13:05.000Z"), "user-since-copy": datetime("2005-03-08T07:13:05.000Z"), "friend-ids": {{ 31301282, 34653696, 23868758 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2008-08-19") } ] }
-{ "id": 10307155, "id-copy": 10307155, "alias": "Rhetta", "name": "RhettaGarneys", "user-since": datetime("2008-03-17T00:33:40.000Z"), "user-since-copy": datetime("2008-03-17T00:33:40.000Z"), "friend-ids": {{ 5658375, 40536479, 47961112, 28517297, 26103231, 32434876, 44285321, 44471686 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2006-06-07"), "end-date": date("2010-10-03") } ] }
-{ "id": 10390954, "id-copy": 10390954, "alias": "Lucinda", "name": "LucindaWatson", "user-since": datetime("2006-11-16T21:20:41.000Z"), "user-since-copy": datetime("2006-11-16T21:20:41.000Z"), "friend-ids": {{ 36017573, 9298650, 16054222, 21985420, 23378246, 30163820, 20942039, 28917630, 20851877, 41794807, 45887537, 39768986, 42476881, 5070921, 29487760, 24953551, 32065985, 16342096, 41522555, 41923127, 34675252, 10040601, 32604114, 23852658 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2009-03-14") } ] }
-{ "id": 10397017, "id-copy": 10397017, "alias": "Holly", "name": "HollyHatch", "user-since": datetime("2006-04-12T03:26:11.000Z"), "user-since-copy": datetime("2006-04-12T03:26:11.000Z"), "friend-ids": {{ 1504006, 21411501, 20934982, 24019384, 8634101, 25659178, 16581112, 2481631, 15544800 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2000-12-04") } ] }
-{ "id": 10405423, "id-copy": 10405423, "alias": "Pauletta", "name": "PaulettaGuess", "user-since": datetime("2007-06-11T02:54:36.000Z"), "user-since-copy": datetime("2007-06-11T02:54:36.000Z"), "friend-ids": {{ 14845791, 24263161, 2648994, 30766767, 10127359, 20706390 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-10-27") } ] }
-{ "id": 10412287, "id-copy": 10412287, "alias": "Wren", "name": "WrenElizabeth", "user-since": datetime("2009-06-25T07:26:48.000Z"), "user-since-copy": datetime("2009-06-25T07:26:48.000Z"), "friend-ids": {{ 23487913, 35496582, 14824955, 5998721, 10925419, 38937432, 6285652 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2012-07-20"), "end-date": date("2012-07-12") } ] }
-{ "id": 10464121, "id-copy": 10464121, "alias": "Enriqueta", "name": "EnriquetaHincken", "user-since": datetime("2005-11-19T09:43:20.000Z"), "user-since-copy": datetime("2005-11-19T09:43:20.000Z"), "friend-ids": {{ 31238269, 29421316, 14426443, 30128291, 9926275, 33523504, 19113054, 402505, 12662005, 36090974, 8733776, 18706660, 14174144, 46009221, 17906304, 41780430, 21807110, 22521282, 21492740, 34033053, 16784027, 11948555 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2008-09-23") } ] }
-{ "id": 10473718, "id-copy": 10473718, "alias": "Elissa", "name": "ElissaStainforth", "user-since": datetime("2007-06-20T07:46:54.000Z"), "user-since-copy": datetime("2007-06-20T07:46:54.000Z"), "friend-ids": {{ 1645948, 612724, 46091510, 32750261, 40622752, 10190250, 42030152, 28645649, 27513961 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2003-06-21"), "end-date": date("2011-09-05") } ] }
-{ "id": 10474273, "id-copy": 10474273, "alias": "Juliana", "name": "JulianaLing", "user-since": datetime("2005-05-04T20:58:12.000Z"), "user-since-copy": datetime("2005-05-04T20:58:12.000Z"), "friend-ids": {{ 8881381, 34113161, 15553599, 40081858, 12450920, 42147178, 568875, 11891228, 13309462, 39127120, 34765111, 19162279, 29505162, 891909, 33485893, 25658561, 36146447, 37027867, 39396759 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2008-03-03") } ] }
-{ "id": 10478512, "id-copy": 10478512, "alias": "Remona", "name": "RemonaPittman", "user-since": datetime("2007-06-19T12:20:07.000Z"), "user-since-copy": datetime("2007-06-19T12:20:07.000Z"), "friend-ids": {{ 12750727 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2001-02-02") } ] }
-{ "id": 10514428, "id-copy": 10514428, "alias": "Eliseo", "name": "EliseoHoffhants", "user-since": datetime("2012-08-24T08:40:51.000Z"), "user-since-copy": datetime("2012-08-24T08:40:51.000Z"), "friend-ids": {{ 45751891, 26026786, 24531389, 26239368, 34021241 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2010-03-01"), "end-date": date("2010-08-02") } ] }
-{ "id": 10532791, "id-copy": 10532791, "alias": "Byrne", "name": "ByrneLafortune", "user-since": datetime("2010-03-13T13:21:05.000Z"), "user-since-copy": datetime("2010-03-13T13:21:05.000Z"), "friend-ids": {{ 35020297, 40002497, 16857157, 47134232, 37864297, 31029450, 36968713, 36672267, 15503365, 43888732, 29395734, 35372186, 19093208, 21774877, 9785166, 22833579 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-12-21") } ] }
-{ "id": 10577128, "id-copy": 10577128, "alias": "Charnette", "name": "CharnettePyle", "user-since": datetime("2008-08-20T21:25:22.000Z"), "user-since-copy": datetime("2008-08-20T21:25:22.000Z"), "friend-ids": {{ 30078840, 16315930, 12006652, 31984600, 12053254, 41773411, 43318427, 21592935, 40739515, 30608076, 21922300, 5687640 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2001-11-25"), "end-date": date("2002-08-12") } ] }
-{ "id": 10594069, "id-copy": 10594069, "alias": "Clinton", "name": "ClintonMiller", "user-since": datetime("2007-03-12T05:19:19.000Z"), "user-since-copy": datetime("2007-03-12T05:19:19.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "itlab", "start-date": date("2010-06-06") } ] }
-{ "id": 10607341, "id-copy": 10607341, "alias": "Evander", "name": "EvanderPycroft", "user-since": datetime("2005-08-09T23:36:46.000Z"), "user-since-copy": datetime("2005-08-09T23:36:46.000Z"), "friend-ids": {{ 46200658, 38004155 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2004-06-13") } ] }
-{ "id": 10613617, "id-copy": 10613617, "alias": "Jeanie", "name": "JeanieEiford", "user-since": datetime("2007-02-09T12:16:09.000Z"), "user-since-copy": datetime("2007-02-09T12:16:09.000Z"), "friend-ids": {{ 24843944, 3651507, 25077638, 18662161, 46723847, 31558857, 11235682, 15640606, 31889112, 45342233, 25865191, 1530020, 39187188, 4939030, 19220487, 19619126, 25284665, 1206869, 40740763 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2001-07-22") } ] }
-{ "id": 10637896, "id-copy": 10637896, "alias": "Hiram", "name": "HiramRohtin", "user-since": datetime("2006-11-05T14:44:03.000Z"), "user-since-copy": datetime("2006-11-05T14:44:03.000Z"), "friend-ids": {{ 1387663, 11367203, 24828245 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-02-18"), "end-date": date("2012-02-12") } ] }
-{ "id": 10640851, "id-copy": 10640851, "alias": "Tabitha", "name": "TabithaWhitten", "user-since": datetime("2010-01-28T14:25:58.000Z"), "user-since-copy": datetime("2010-01-28T14:25:58.000Z"), "friend-ids": {{ 42792549, 5330514, 24582133, 43384590, 38083439, 31221232, 18064537, 21736064, 7919520, 18998284, 20165148, 28492287, 21987533, 23638155 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2006-06-18"), "end-date": date("2007-07-20") } ] }
-{ "id": 10655089, "id-copy": 10655089, "alias": "Quinn", "name": "QuinnHays", "user-since": datetime("2009-11-25T04:42:39.000Z"), "user-since-copy": datetime("2009-11-25T04:42:39.000Z"), "friend-ids": {{ 17385636, 24378500, 37614592, 32315940, 18046144, 45823175, 29709981, 28423306, 23783823, 10623867, 27782698 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2012-06-09") } ] }
-{ "id": 10714447, "id-copy": 10714447, "alias": "Leone", "name": "LeoneCoughenour", "user-since": datetime("2012-06-13T05:05:11.000Z"), "user-since-copy": datetime("2012-06-13T05:05:11.000Z"), "friend-ids": {{ 13098839, 21185838, 26566436, 37464340, 8086775, 37143068, 40377316, 39371296 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2005-04-16") } ] }
-{ "id": 10729942, "id-copy": 10729942, "alias": "Valda", "name": "ValdaFea", "user-since": datetime("2005-07-16T09:31:53.000Z"), "user-since-copy": datetime("2005-07-16T09:31:53.000Z"), "friend-ids": {{ 20145015, 42027050, 38819467, 3406065, 4977132, 47154979, 23685067 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2008-10-12") } ] }
-{ "id": 10754107, "id-copy": 10754107, "alias": "Jeri", "name": "JeriSanner", "user-since": datetime("2009-11-15T23:47:08.000Z"), "user-since-copy": datetime("2009-11-15T23:47:08.000Z"), "friend-ids": {{ 19868241, 28778419, 16761189, 28588239, 1592484, 41256056, 36550491, 10555328, 3086612, 37431116, 45976270 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2004-11-06") } ] }
-{ "id": 10760020, "id-copy": 10760020, "alias": "Emeline", "name": "EmelineCowher", "user-since": datetime("2006-03-11T07:02:10.000Z"), "user-since-copy": datetime("2006-03-11T07:02:10.000Z"), "friend-ids": {{ 2652618, 22247716, 39487944, 16288504, 8109009, 34390947, 2041892, 27800644, 5979423, 12674908 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2007-12-26"), "end-date": date("2007-09-04") } ] }
-{ "id": 10766221, "id-copy": 10766221, "alias": "Rosalyn", "name": "RosalynBaxter", "user-since": datetime("2009-04-16T15:46:54.000Z"), "user-since-copy": datetime("2009-04-16T15:46:54.000Z"), "friend-ids": {{ 43759575, 1264811, 9906031, 21579594, 45786210, 14876191, 10711745, 25134652, 25426644, 29987806, 1953812, 29568099, 38860088, 7073296, 13746927, 11395655, 36208297, 25317651, 21356968 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2000-07-04") } ] }
-{ "id": 10800157, "id-copy": 10800157, "alias": "Tiara", "name": "TiaraFuhrer", "user-since": datetime("2010-05-24T21:52:36.000Z"), "user-since-copy": datetime("2010-05-24T21:52:36.000Z"), "friend-ids": {{ 34031723 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2003-03-18"), "end-date": date("2005-09-20") } ] }
-{ "id": 10824484, "id-copy": 10824484, "alias": "Linda", "name": "LindaStanfield", "user-since": datetime("2009-03-03T12:54:55.000Z"), "user-since-copy": datetime("2009-03-03T12:54:55.000Z"), "friend-ids": {{ 39164563, 20321780, 19901289, 37969494, 15051354, 42576590, 14550253, 33649901, 6008727, 17749643, 7792769, 18652053, 8565400, 43899372, 7433016, 42506713 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2012-03-21") } ] }
-{ "id": 10835521, "id-copy": 10835521, "alias": "Margeret", "name": "MargeretEve", "user-since": datetime("2010-02-13T16:16:55.000Z"), "user-since-copy": datetime("2010-02-13T16:16:55.000Z"), "friend-ids": {{ 40363275, 44184724, 42855751, 10492711, 561147, 45516609, 38567828, 9695088, 40235757 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2012-06-08"), "end-date": date("2012-06-27") } ] }
-{ "id": 10851595, "id-copy": 10851595, "alias": "Juan", "name": "JuanSoames", "user-since": datetime("2006-02-16T05:34:28.000Z"), "user-since-copy": datetime("2006-02-16T05:34:28.000Z"), "friend-ids": {{ 34589906, 8801547, 38357163, 39649840, 18254469, 38911658, 17825991, 26015024, 29742264, 13155934, 28459597, 34931012, 20376527 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2008-11-17"), "end-date": date("2009-01-13") } ] }
-{ "id": 10853926, "id-copy": 10853926, "alias": "Kennard", "name": "KennardGarland", "user-since": datetime("2007-11-28T20:40:40.000Z"), "user-since-copy": datetime("2007-11-28T20:40:40.000Z"), "friend-ids": {{ 47687855, 28575858 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2005-07-17") } ] }
-{ "id": 10861183, "id-copy": 10861183, "alias": "Zilla", "name": "ZillaOneal", "user-since": datetime("2008-03-12T23:37:18.000Z"), "user-since-copy": datetime("2008-03-12T23:37:18.000Z"), "friend-ids": {{ 26262188, 17172669, 43068853, 47767064, 34552281, 33602720, 35448839, 6347557, 11913432, 45186875, 10451537, 46881437, 27965706 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-09-03"), "end-date": date("2009-07-22") } ] }
-{ "id": 10867444, "id-copy": 10867444, "alias": "Tetty", "name": "TettyZundel", "user-since": datetime("2012-07-26T17:54:45.000Z"), "user-since-copy": datetime("2012-07-26T17:54:45.000Z"), "friend-ids": {{ 17830961, 13154371, 12005619, 15279158, 15766172, 3071670, 4314512, 29378453, 33264674, 32657723, 37875054, 6208013, 23310809, 11994927, 9787690, 25069760, 11104605, 44517542, 45829337, 26593992 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2001-09-25") } ] }
-{ "id": 10878898, "id-copy": 10878898, "alias": "Webster", "name": "WebsterCarr", "user-since": datetime("2006-07-28T21:17:56.000Z"), "user-since-copy": datetime("2006-07-28T21:17:56.000Z"), "friend-ids": {{ 11755002, 37594815, 4340697, 27424145, 22193377, 31509516, 31372689, 47386546, 30347891, 4070454, 18531894, 28306285, 14110568, 17830332 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2002-03-12") } ] }
-{ "id": 10882393, "id-copy": 10882393, "alias": "Erica", "name": "EricaHynes", "user-since": datetime("2006-09-16T16:39:05.000Z"), "user-since-copy": datetime("2006-09-16T16:39:05.000Z"), "friend-ids": {{ 23491370, 13390922, 19685128, 47763240, 9493285, 10823383, 45076071, 14858340, 12545499, 40367152, 2150593, 45723007, 21362425, 25435409, 776198, 8016739, 21691528, 21036410, 3131225, 20078710, 28405287, 15599245, 39126345, 36208574 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2012-05-14"), "end-date": date("2012-05-22") } ] }
-{ "id": 10883062, "id-copy": 10883062, "alias": "Lamar", "name": "LamarFelbrigge", "user-since": datetime("2005-02-12T03:19:28.000Z"), "user-since-copy": datetime("2005-02-12T03:19:28.000Z"), "friend-ids": {{ 26304238, 21048260, 26614197, 41153844, 17163890, 27772117, 26679939, 22001103, 46907785, 21321841, 46215643, 31285577, 14997749, 46997910, 44367495, 13858871, 20405288, 36784906, 33752927, 30769058, 43188289, 34006518, 23022696 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2012-06-16") } ] }
-{ "id": 10884241, "id-copy": 10884241, "alias": "Anamaria", "name": "AnamariaMoon", "user-since": datetime("2005-03-28T11:38:17.000Z"), "user-since-copy": datetime("2005-03-28T11:38:17.000Z"), "friend-ids": {{ 21445295, 42154978, 41608378, 3406391, 26013137, 45437958, 22377352, 26150886, 25726611, 31834547, 17506680, 22932063, 16700407, 22939810, 152978, 45307280, 42212660, 30124140, 9494103, 35217706, 41538534, 26586744, 26538590 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2011-09-10"), "end-date": date("2011-02-06") } ] }
-{ "id": 10889389, "id-copy": 10889389, "alias": "Roselyn", "name": "RoselynLlora", "user-since": datetime("2012-03-25T15:21:06.000Z"), "user-since-copy": datetime("2012-03-25T15:21:06.000Z"), "friend-ids": {{ 38921827, 1378686, 22284385, 17464785, 16302500, 47598267, 25016712, 11151378, 16381115, 16371401 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2005-12-02") } ] }
-{ "id": 10892830, "id-copy": 10892830, "alias": "Audrie", "name": "AudrieHawkins", "user-since": datetime("2011-11-19T00:51:33.000Z"), "user-since-copy": datetime("2011-11-19T00:51:33.000Z"), "friend-ids": {{ 8838768, 18321840, 16958648, 27000957, 19090823, 11772058, 18573458, 24662627, 27415154, 4998699, 44522833, 44994903, 6514403, 43833807, 38512495, 6964420, 11334788, 14298721, 25316052, 11632302 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2005-02-04") } ] }
-{ "id": 10901047, "id-copy": 10901047, "alias": "Salvador", "name": "SalvadorBynum", "user-since": datetime("2012-01-13T02:30:17.000Z"), "user-since-copy": datetime("2012-01-13T02:30:17.000Z"), "friend-ids": {{ 29122263, 27975257, 7988516, 9270552, 17837898, 42339445, 46097101, 32303800, 17233223, 10656090, 36709955, 17535336, 27157992, 30360627, 15304415, 28922979, 27243261, 9307382, 43171015, 31593421, 21246902, 40452339, 25735551, 23716187 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2010-11-27") } ] }
-{ "id": 10902049, "id-copy": 10902049, "alias": "Fae", "name": "FaeRing", "user-since": datetime("2008-06-15T12:54:57.000Z"), "user-since-copy": datetime("2008-06-15T12:54:57.000Z"), "friend-ids": {{ 2667467, 46445373, 11696423, 42003744, 47667382, 34088774, 4279683, 29934858, 21213543, 44195034, 38786294, 14946433, 38805114, 9972575, 3309290, 5324029, 32663319, 20577589, 9110909, 27272396, 47622938 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2007-11-15") } ] }
-{ "id": 10902649, "id-copy": 10902649, "alias": "Makenzie", "name": "MakenzieWerner", "user-since": datetime("2005-12-20T00:23:45.000Z"), "user-since-copy": datetime("2005-12-20T00:23:45.000Z"), "friend-ids": {{ 9011568, 38173487, 45649445, 11873586 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2000-01-06"), "end-date": date("2009-03-24") } ] }
-{ "id": 10907953, "id-copy": 10907953, "alias": "Wymond", "name": "WymondSnyder", "user-since": datetime("2006-02-25T03:33:22.000Z"), "user-since-copy": datetime("2006-02-25T03:33:22.000Z"), "friend-ids": {{ 16280602, 26846293, 39235173, 4686537, 30457440, 23649561, 34348317, 28099021, 1622222, 24073647, 4742953, 14925763, 17026705, 46257859, 22592244 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2012-07-22") } ] }
-{ "id": 10912441, "id-copy": 10912441, "alias": "Janae", "name": "JanaeErschoff", "user-since": datetime("2009-04-17T09:26:36.000Z"), "user-since-copy": datetime("2009-04-17T09:26:36.000Z"), "friend-ids": {{ 11445243, 13239218, 2302326, 37976140, 45374131, 14136536, 2051767, 7824391, 42808044, 41836900, 35275542, 33493951, 8497237, 42991362, 24049395, 32159562, 23378256, 4723574, 47010157 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-04-20"), "end-date": date("2012-04-04") } ] }
-{ "id": 10931563, "id-copy": 10931563, "alias": "Laraine", "name": "LaraineCountryman", "user-since": datetime("2012-03-17T17:06:59.000Z"), "user-since-copy": datetime("2012-03-17T17:06:59.000Z"), "friend-ids": {{ 17266368, 75990, 37678426, 43207424, 37434492, 26338447, 33450799, 5401110, 44962643, 5514847 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2008-09-08") } ] }
-{ "id": 10931647, "id-copy": 10931647, "alias": "Bertina", "name": "BertinaStraub", "user-since": datetime("2011-05-25T19:21:43.000Z"), "user-since-copy": datetime("2011-05-25T19:21:43.000Z"), "friend-ids": {{ 12208030, 43810737, 43870253, 20720324, 7601394, 22266404, 21210273, 10076577, 25757258, 1909792, 26189079, 37799329, 24923233, 31687015, 37580896, 44906728, 46928405, 10679805, 14520239, 1690125, 37459202, 36684838, 30982356 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2011-02-17"), "end-date": date("2011-06-20") } ] }
-{ "id": 10933138, "id-copy": 10933138, "alias": "Gwendoline", "name": "GwendolineCypret", "user-since": datetime("2006-04-10T03:55:29.000Z"), "user-since-copy": datetime("2006-04-10T03:55:29.000Z"), "friend-ids": {{ 9996028, 18756914, 15079751, 34129343, 44558538, 25387070, 44250368, 37560291, 5178625, 10379959, 39639296, 8784216, 13429736, 22802431, 11154064, 2453387, 24748342, 34032462, 32570963, 4861587, 19421488, 10848442 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2008-12-24"), "end-date": date("2010-05-20") } ] }
-{ "id": 10943026, "id-copy": 10943026, "alias": "Raeburn", "name": "RaeburnAllshouse", "user-since": datetime("2008-08-26T04:51:27.000Z"), "user-since-copy": datetime("2008-08-26T04:51:27.000Z"), "friend-ids": {{ 6784667, 1651647, 45052591, 21630976, 20049039, 37839759, 38694475, 23340828, 8641638, 4568782, 35684305, 20895609, 2213341, 8612199, 14260231, 8621325, 21926952, 41656664, 45180955 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2007-09-28") } ] }
-{ "id": 10943104, "id-copy": 10943104, "alias": "Prudence", "name": "PrudencePriebe", "user-since": datetime("2006-04-27T21:00:43.000Z"), "user-since-copy": datetime("2006-04-27T21:00:43.000Z"), "friend-ids": {{ 43633941, 38710166, 34456560, 11324015, 21000755, 23356715, 21056830, 27295754 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-30") } ] }
-{ "id": 10951918, "id-copy": 10951918, "alias": "Doran", "name": "DoranBell", "user-since": datetime("2005-08-22T14:07:50.000Z"), "user-since-copy": datetime("2005-08-22T14:07:50.000Z"), "friend-ids": {{ 6952033, 22223086, 5858716, 35128893, 22115927, 5821006, 16264772, 4151991, 40384467, 19801357, 42871024, 46855275, 35241988, 17208259, 47420533, 25182232, 14247140, 19664015, 33132502, 47813026, 12819081, 29321093, 42851957, 30756972 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2012-01-22") } ] }
-{ "id": 10962466, "id-copy": 10962466, "alias": "Zoey", "name": "ZoeyCady", "user-since": datetime("2012-07-15T20:02:23.000Z"), "user-since-copy": datetime("2012-07-15T20:02:23.000Z"), "friend-ids": {{ 12726157, 268799, 29381478, 15699674, 1150948, 8000369, 41608951, 11382366, 770690, 25889785, 37815043, 40437016, 38679636, 32956275, 34853801 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2012-05-08") } ] }
-{ "id": 10972447, "id-copy": 10972447, "alias": "Loretta", "name": "LorettaBriggs", "user-since": datetime("2005-07-01T10:25:33.000Z"), "user-since-copy": datetime("2005-07-01T10:25:33.000Z"), "friend-ids": {{ 6898813, 6606991, 14092255, 9865734, 23960698, 47354873, 19345256 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2005-06-02") } ] }
-{ "id": 10993267, "id-copy": 10993267, "alias": "Esmund", "name": "EsmundDunkle", "user-since": datetime("2005-11-16T21:18:20.000Z"), "user-since-copy": datetime("2005-11-16T21:18:20.000Z"), "friend-ids": {{ 1277480, 11393524, 32336542, 41857626, 7807437, 25280677, 17518254, 7723810, 18423045, 11937236, 21507800 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-12-03"), "end-date": date("2011-11-26") } ] }
-{ "id": 11004067, "id-copy": 11004067, "alias": "Vickie", "name": "VickieRosenstiehl", "user-since": datetime("2012-04-15T02:37:43.000Z"), "user-since-copy": datetime("2012-04-15T02:37:43.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2012-08-01"), "end-date": date("2012-08-06") } ] }
-{ "id": 11007700, "id-copy": 11007700, "alias": "Elly", "name": "EllyWard", "user-since": datetime("2009-04-20T08:46:09.000Z"), "user-since-copy": datetime("2009-04-20T08:46:09.000Z"), "friend-ids": {{ 9712756, 6523354 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2007-12-07"), "end-date": date("2007-07-27") } ] }
-{ "id": 11015908, "id-copy": 11015908, "alias": "Giuseppe", "name": "GiuseppeWard", "user-since": datetime("2008-09-14T16:37:40.000Z"), "user-since-copy": datetime("2008-09-14T16:37:40.000Z"), "friend-ids": {{ 9972151, 40271551, 46207899, 29987388, 19876511, 47546614, 17051350, 1579198, 2151480, 26507940, 18177808, 25866392, 40253780 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2008-02-24") } ] }
-{ "id": 11032186, "id-copy": 11032186, "alias": "Tabby", "name": "TabbySealis", "user-since": datetime("2007-12-10T21:45:46.000Z"), "user-since-copy": datetime("2007-12-10T21:45:46.000Z"), "friend-ids": {{ 8190058, 5089537, 18167034, 19113649, 38817127, 7644664, 12427817, 39615196, 11451538, 27188211, 27425673, 33084974, 10726858, 40696324, 41487982, 42282364, 17084607, 41647211, 40268195, 29075837, 41802984, 9719771, 29747340, 28103359 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-07-13"), "end-date": date("2010-12-04") } ] }
-{ "id": 11032477, "id-copy": 11032477, "alias": "Wilmer", "name": "WilmerWortman", "user-since": datetime("2007-06-03T19:27:24.000Z"), "user-since-copy": datetime("2007-06-03T19:27:24.000Z"), "friend-ids": {{ 18685187, 2599612, 27305395, 20825021, 20327586, 21301262, 29222955, 20377452, 11211553, 37446807, 20533832, 10098143, 43828837, 37254072, 46029810, 16401947, 7537056, 41738273, 4665729, 27400110, 146251, 14185116 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2006-03-17"), "end-date": date("2011-08-03") } ] }
-{ "id": 11039716, "id-copy": 11039716, "alias": "Piedad", "name": "PiedadHowe", "user-since": datetime("2011-02-23T17:18:37.000Z"), "user-since-copy": datetime("2011-02-23T17:18:37.000Z"), "friend-ids": {{ 13323345 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2009-03-26"), "end-date": date("2009-06-17") } ] }
-{ "id": 11051014, "id-copy": 11051014, "alias": "Tad", "name": "TadWilson", "user-since": datetime("2011-05-05T14:48:34.000Z"), "user-since-copy": datetime("2011-05-05T14:48:34.000Z"), "friend-ids": {{ 42862096, 17517240, 8058482, 9927174, 4207109, 4924943, 11531213 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2005-01-25"), "end-date": date("2010-11-14") } ] }
-{ "id": 11081539, "id-copy": 11081539, "alias": "Haidee", "name": "HaideeStyle", "user-since": datetime("2012-06-13T11:37:34.000Z"), "user-since-copy": datetime("2012-06-13T11:37:34.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2001-03-05"), "end-date": date("2003-11-17") } ] }
-{ "id": 11090788, "id-copy": 11090788, "alias": "Randy", "name": "RandyClose", "user-since": datetime("2005-07-26T19:29:20.000Z"), "user-since-copy": datetime("2005-07-26T19:29:20.000Z"), "friend-ids": {{ 43392502, 7581874, 13279708, 16989391, 32340594, 7048512, 33084049, 16279611, 21735714, 23485799, 18185370, 43945382, 41653020, 13517043, 35395274, 24133848, 15355027, 4752815, 15007500, 25733540, 2114558, 37909789, 2805493, 16521087 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2004-09-14") } ] }
-{ "id": 11092324, "id-copy": 11092324, "alias": "Paul", "name": "PaulOneal", "user-since": datetime("2006-11-20T10:50:19.000Z"), "user-since-copy": datetime("2006-11-20T10:50:19.000Z"), "friend-ids": {{ 44707820, 20249424, 18862268, 32895394, 29899430 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2003-01-06") } ] }
-{ "id": 11097556, "id-copy": 11097556, "alias": "Tia", "name": "TiaHair", "user-since": datetime("2010-10-28T01:21:36.000Z"), "user-since-copy": datetime("2010-10-28T01:21:36.000Z"), "friend-ids": {{ 19746022, 42650092, 45679457, 43873545, 5490025, 42900988, 32855768, 20717716, 15007194, 23035301, 24322095, 27796211, 27751858, 4726224, 5570083, 18421959, 28424121, 22311092, 13781420, 18215783, 19934706, 18408890, 24792739, 4022527 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2003-04-03") } ] }
-{ "id": 11103856, "id-copy": 11103856, "alias": "Dennise", "name": "DenniseGarland", "user-since": datetime("2008-10-19T11:09:14.000Z"), "user-since-copy": datetime("2008-10-19T11:09:14.000Z"), "friend-ids": {{ 2613052, 4777379, 29911213, 30822813, 44182985, 803163, 32630608, 7433428, 43625503, 19274272, 20950244, 21434389, 44059623, 40416129, 47937344, 12392360 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2005-04-10"), "end-date": date("2005-07-26") } ] }
-{ "id": 11113168, "id-copy": 11113168, "alias": "Daphne", "name": "DaphneHindman", "user-since": datetime("2011-11-09T02:55:42.000Z"), "user-since-copy": datetime("2011-11-09T02:55:42.000Z"), "friend-ids": {{ 194785, 11696942, 23072861, 37052204, 17574763, 14099428, 44155581 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2002-07-16"), "end-date": date("2006-11-08") } ] }
-{ "id": 11140483, "id-copy": 11140483, "alias": "Nena", "name": "NenaBullard", "user-since": datetime("2008-02-23T10:24:08.000Z"), "user-since-copy": datetime("2008-02-23T10:24:08.000Z"), "friend-ids": {{ 26438400, 45201681, 12155417, 43414633, 14267296, 40906639, 8768744, 46840439, 43848021, 24521652, 41247005, 44999926, 13062334, 47731182 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2001-05-16") } ] }
-{ "id": 11152162, "id-copy": 11152162, "alias": "Tennille", "name": "TennilleGongaware", "user-since": datetime("2008-12-22T17:22:19.000Z"), "user-since-copy": datetime("2008-12-22T17:22:19.000Z"), "friend-ids": {{ 38167013, 48016045, 45757020, 26256748, 14740496, 36818162, 43284365, 29637839, 30820213, 535748, 31611626 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2005-07-27") } ] }
-{ "id": 11162977, "id-copy": 11162977, "alias": "Orson", "name": "OrsonFlick", "user-since": datetime("2010-02-17T21:05:53.000Z"), "user-since-copy": datetime("2010-02-17T21:05:53.000Z"), "friend-ids": {{ 12213318, 19062680, 20035734, 5154338, 24649936, 30379574, 38611249, 36143038, 13393939, 14976281, 34963200, 4510968, 45722224, 18820241 }}, "employment": [ { "organization-name": "Strongtone", "start-date": date("2001-03-14"), "end-date": date("2001-10-15") } ] }
-{ "id": 11174689, "id-copy": 11174689, "alias": "Thao", "name": "ThaoBrandenburg", "user-since": datetime("2012-04-21T05:25:58.000Z"), "user-since-copy": datetime("2012-04-21T05:25:58.000Z"), "friend-ids": {{ 37540210, 3918403, 33043564, 33664166 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2001-08-22"), "end-date": date("2004-11-19") } ] }
-{ "id": 11175613, "id-copy": 11175613, "alias": "Cuthbert", "name": "CuthbertHoover", "user-since": datetime("2008-04-25T01:12:49.000Z"), "user-since-copy": datetime("2008-04-25T01:12:49.000Z"), "friend-ids": {{ 27333562, 43896730, 6549030, 19576014, 4728367, 15430069, 22146931, 44593208, 14070342, 27801009, 6735368, 35798322, 47213791, 2388166 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2004-07-18") } ] }
-{ "id": 11188879, "id-copy": 11188879, "alias": "Corrie", "name": "CorrieOsterwise", "user-since": datetime("2011-01-20T21:11:19.000Z"), "user-since-copy": datetime("2011-01-20T21:11:19.000Z"), "friend-ids": {{ 47499393, 41394452, 27330253, 14958477, 14558879, 47694640, 28440147, 3437209, 40720108, 26390443 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2007-08-28") } ] }
-{ "id": 11209297, "id-copy": 11209297, "alias": "Merlin", "name": "MerlinLambert", "user-since": datetime("2012-07-01T09:30:07.000Z"), "user-since-copy": datetime("2012-07-01T09:30:07.000Z"), "friend-ids": {{ 28451212, 22119974, 1386726, 20860479, 37160852, 38281524, 17165711, 41076637, 19118162 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2012-06-26"), "end-date": date("2012-06-09") } ] }
-{ "id": 11216260, "id-copy": 11216260, "alias": "Randy", "name": "RandyEckhardstein", "user-since": datetime("2006-12-05T07:09:34.000Z"), "user-since-copy": datetime("2006-12-05T07:09:34.000Z"), "friend-ids": {{ 39744737, 14315897, 1342674, 1761832, 41393930, 21351330, 17845632, 39034426, 15297881, 11656496, 11376855 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2009-12-19") } ] }
-{ "id": 11224090, "id-copy": 11224090, "alias": "Alayna", "name": "AlaynaHay", "user-since": datetime("2008-12-27T11:44:03.000Z"), "user-since-copy": datetime("2008-12-27T11:44:03.000Z"), "friend-ids": {{ 9220004, 31827642, 27616881, 26175415, 43152043, 36272681, 669731, 40783516, 31718359, 47123044, 24487696, 31178381, 39602057, 2619975, 27562896, 29215321, 35104306, 909466, 18897009, 35295634 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2003-02-01"), "end-date": date("2007-02-07") } ] }
-{ "id": 11226055, "id-copy": 11226055, "alias": "Tony", "name": "TonyBowman", "user-since": datetime("2011-06-27T19:37:38.000Z"), "user-since-copy": datetime("2011-06-27T19:37:38.000Z"), "friend-ids": {{ 38143523, 845148, 17273955, 5476646, 28032520, 29082922, 26004648, 7037738, 34413190, 22897549, 19873990, 22338498, 10902206, 43469888, 21968875, 5127825, 11962760, 43764181, 20623302, 23901531, 3402018, 15386752, 30847912, 205201 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-09-13"), "end-date": date("2011-01-10") } ] }
-{ "id": 11250445, "id-copy": 11250445, "alias": "Charlie", "name": "CharlieHaynes", "user-since": datetime("2009-06-08T22:50:05.000Z"), "user-since-copy": datetime("2009-06-08T22:50:05.000Z"), "friend-ids": {{ 18548568, 33185990, 25924893, 44738376, 17285644, 30895698, 40664753, 45663520, 13757940, 46543434, 27472319, 7112791, 45257808, 29363383, 24726693, 39990597, 36277676, 6623887, 42795972, 29019649, 22035134, 1362080, 9071131 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-02-21"), "end-date": date("2009-12-28") } ] }
-{ "id": 11268778, "id-copy": 11268778, "alias": "Chuck", "name": "ChuckRamos", "user-since": datetime("2005-09-24T12:19:57.000Z"), "user-since-copy": datetime("2005-09-24T12:19:57.000Z"), "friend-ids": {{ 2142650, 15399676, 40659179, 32507535, 32269323, 46947373, 46293990, 4237301, 41447393, 21345670, 47299716, 8515646, 27204593, 6676856, 21757183, 13647535, 28951520, 23198255, 1618106, 18189425, 46835891, 7056692, 26622607 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2004-06-24"), "end-date": date("2006-01-05") } ] }
-{ "id": 11269867, "id-copy": 11269867, "alias": "Bettye", "name": "BettyeTeagarden", "user-since": datetime("2006-02-15T08:28:04.000Z"), "user-since-copy": datetime("2006-02-15T08:28:04.000Z"), "friend-ids": {{ 3227122, 9086278, 26175058, 16380287, 15179776, 6343969, 15198730, 7420831, 38504400, 5337815, 35914644, 42885098, 2521174, 43359140, 17884442, 3131060, 35723204, 14956242, 78003, 7455524, 3371831, 46465463, 9947087 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2000-07-21"), "end-date": date("2007-10-28") } ] }
-{ "id": 11272591, "id-copy": 11272591, "alias": "Caris", "name": "CarisCatleay", "user-since": datetime("2007-01-27T07:35:12.000Z"), "user-since-copy": datetime("2007-01-27T07:35:12.000Z"), "friend-ids": {{ 26014944 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2012-07-15"), "end-date": date("2012-07-01") } ] }
-{ "id": 11306677, "id-copy": 11306677, "alias": "Chong", "name": "ChongPawle", "user-since": datetime("2007-09-13T00:31:41.000Z"), "user-since-copy": datetime("2007-09-13T00:31:41.000Z"), "friend-ids": {{ 11341417, 23669364, 41504484, 29889550, 268223, 26888454, 43915376, 23795433, 14021648, 25630355, 19831181, 15828987 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2011-01-06"), "end-date": date("2011-10-06") } ] }
-{ "id": 11309383, "id-copy": 11309383, "alias": "Lyn", "name": "LynKnapp", "user-since": datetime("2010-07-21T15:29:58.000Z"), "user-since-copy": datetime("2010-07-21T15:29:58.000Z"), "friend-ids": {{ 27610153 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2012-08-28"), "end-date": date("2012-08-29") } ] }
-{ "id": 11335972, "id-copy": 11335972, "alias": "Emmett", "name": "EmmettBaxter", "user-since": datetime("2008-04-25T01:22:30.000Z"), "user-since-copy": datetime("2008-04-25T01:22:30.000Z"), "friend-ids": {{ 23133373, 28796661, 13045317, 34201656, 44749284, 42654826, 988887, 5039257, 18280226, 30366668, 22387991, 32676638, 24149069, 6307083, 17556069, 16687473, 4101198, 41964241, 39245728 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-11-22") } ] }
-{ "id": 11347261, "id-copy": 11347261, "alias": "Linda", "name": "LindaBaldwin", "user-since": datetime("2010-04-21T08:05:44.000Z"), "user-since-copy": datetime("2010-04-21T08:05:44.000Z"), "friend-ids": {{ 1423464, 7534626, 19522889, 25132532, 19933077, 36713596, 31725151, 46644015, 17758352, 37356325, 43714985, 29437022, 21616894, 32487769, 18527683, 32632034, 5598064, 47187635, 23490346 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2005-06-22"), "end-date": date("2007-02-18") } ] }
-{ "id": 11348356, "id-copy": 11348356, "alias": "Chery", "name": "CherySandford", "user-since": datetime("2011-04-23T21:22:21.000Z"), "user-since-copy": datetime("2011-04-23T21:22:21.000Z"), "friend-ids": {{ 14076544, 42221517 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2000-07-25") } ] }
-{ "id": 11350432, "id-copy": 11350432, "alias": "Fletcher", "name": "FletcherRowley", "user-since": datetime("2012-01-22T12:30:57.000Z"), "user-since-copy": datetime("2012-01-22T12:30:57.000Z"), "friend-ids": {{ 43655299, 46172971, 29175610, 22537183, 30612976, 21304031, 40531272, 6719806, 42232806, 18593968, 29334159 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2002-02-17"), "end-date": date("2011-03-16") } ] }
-{ "id": 11403742, "id-copy": 11403742, "alias": "Neil", "name": "NeilHobbs", "user-since": datetime("2012-02-26T07:07:17.000Z"), "user-since-copy": datetime("2012-02-26T07:07:17.000Z"), "friend-ids": {{ 28387528, 39844931, 32868894, 45540524, 35239986, 44255870, 20859099 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2008-11-28"), "end-date": date("2009-06-01") } ] }
-{ "id": 11405905, "id-copy": 11405905, "alias": "Maria", "name": "MariaMoore", "user-since": datetime("2010-05-22T22:23:16.000Z"), "user-since-copy": datetime("2010-05-22T22:23:16.000Z"), "friend-ids": {{ 31883861, 37245457, 28570944, 34781997, 8502652, 44653970, 20757487, 13575261, 13950179, 14347829, 35701908, 35781889, 12226908, 35939258, 5106463, 43910072, 10696743, 21876393, 2309465, 1889615 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2008-03-27") } ] }
-{ "id": 11417455, "id-copy": 11417455, "alias": "Malka", "name": "MalkaWilkinson", "user-since": datetime("2012-04-11T17:22:49.000Z"), "user-since-copy": datetime("2012-04-11T17:22:49.000Z"), "friend-ids": {{ 29261780, 13274200, 41060932, 8851180, 34769837, 3296096, 19488423, 41776348, 44518076, 16669411, 19983817, 26799511, 16166476, 31396373, 4090033, 37968801, 36665813 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2004-03-12") } ] }
-{ "id": 11423752, "id-copy": 11423752, "alias": "Eliott", "name": "EliottRoche", "user-since": datetime("2007-07-01T04:36:16.000Z"), "user-since-copy": datetime("2007-07-01T04:36:16.000Z"), "friend-ids": {{ 34273508, 10643569, 13667612, 19808579, 46658485, 43209365, 7962014, 24567991, 25086057 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2005-11-26") } ] }
-{ "id": 11424097, "id-copy": 11424097, "alias": "Vernie", "name": "VernieWynter", "user-since": datetime("2009-02-15T02:35:16.000Z"), "user-since-copy": datetime("2009-02-15T02:35:16.000Z"), "friend-ids": {{ 41874621, 26330221, 38930134, 39892396, 42859035, 8165423, 36128938, 5692990, 28144348, 40741492 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2002-04-06") } ] }
-{ "id": 11437771, "id-copy": 11437771, "alias": "Brittani", "name": "BrittaniMoore", "user-since": datetime("2007-11-16T20:56:35.000Z"), "user-since-copy": datetime("2007-11-16T20:56:35.000Z"), "friend-ids": {{ 30502334, 18483492, 37360877, 25153720, 9181228, 28352241, 37928337, 13522608, 20974146, 30187156, 22832401, 20899789, 44606652, 3333090, 39581573, 34303132, 33802071, 27053375, 32467186, 40213342, 37254307, 7275338, 2622767 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2010-02-07") } ] }
-{ "id": 11463820, "id-copy": 11463820, "alias": "Gaye", "name": "GayeWelty", "user-since": datetime("2005-01-04T14:32:34.000Z"), "user-since-copy": datetime("2005-01-04T14:32:34.000Z"), "friend-ids": {{ 44428980, 1291384, 10830264, 2433795, 17582948, 17416624, 21578025, 14538036, 41470487, 34384402, 42863727, 35119046, 35673193, 14814350, 29380258, 30253821, 41180218, 13945680, 15533641, 26510747 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2011-03-01"), "end-date": date("2011-09-13") } ] }
-{ "id": 11489143, "id-copy": 11489143, "alias": "Clover", "name": "CloverWest", "user-since": datetime("2012-04-14T13:56:22.000Z"), "user-since-copy": datetime("2012-04-14T13:56:22.000Z"), "friend-ids": {{ 14606516, 25835971, 10555192, 4853088, 43631398, 45670230, 43866490, 25690294, 22040370, 7047997, 3374421, 34831455, 31517002, 2998558, 40893307, 40067725, 1601716, 43041725, 8953042, 33848939 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2005-02-03"), "end-date": date("2006-06-26") } ] }
-{ "id": 11518480, "id-copy": 11518480, "alias": "Amada", "name": "AmadaTanner", "user-since": datetime("2006-05-06T12:27:31.000Z"), "user-since-copy": datetime("2006-05-06T12:27:31.000Z"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-04-02") } ] }
-{ "id": 11525302, "id-copy": 11525302, "alias": "Marissa", "name": "MarissaEndsley", "user-since": datetime("2006-09-26T08:55:36.000Z"), "user-since-copy": datetime("2006-09-26T08:55:36.000Z"), "friend-ids": {{ 35476434, 12502442, 19198691, 35401830, 14414490, 11372357, 28886265, 3490052, 13587860, 8127851, 20732439, 44816539, 6616740, 12785784, 16907259, 10942007, 26207, 21026660, 39284170, 25761798, 20688453, 45805952, 15912564 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-10-07"), "end-date": date("2010-09-09") } ] }
-{ "id": 11559262, "id-copy": 11559262, "alias": "Herb", "name": "HerbPaul", "user-since": datetime("2011-04-09T22:23:26.000Z"), "user-since-copy": datetime("2011-04-09T22:23:26.000Z"), "friend-ids": {{ 46915837, 26659094 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2011-07-05"), "end-date": date("2011-07-07") } ] }
-{ "id": 11570386, "id-copy": 11570386, "alias": "Hollis", "name": "HollisIseman", "user-since": datetime("2009-07-11T12:26:25.000Z"), "user-since-copy": datetime("2009-07-11T12:26:25.000Z"), "friend-ids": {{ 28136044, 6945424, 35390131, 12649451, 38331381, 30399822, 47834313 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2011-02-12") } ] }
-{ "id": 11570617, "id-copy": 11570617, "alias": "Deshawn", "name": "DeshawnBashline", "user-since": datetime("2006-04-14T01:05:38.000Z"), "user-since-copy": datetime("2006-04-14T01:05:38.000Z"), "friend-ids": {{ 9319940, 45556479, 44222390, 22928539, 27909778, 21162548, 8657905, 15375082, 38338906, 21416203, 7519884, 30405265, 32148274, 35560776, 29973785, 19277384, 44256954, 40425041, 30328494, 39977803, 40280359, 3079013, 18841024, 23001903 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2009-02-14") } ] }
-{ "id": 11571085, "id-copy": 11571085, "alias": "Reina", "name": "ReinaWheeler", "user-since": datetime("2010-04-28T08:05:29.000Z"), "user-since-copy": datetime("2010-04-28T08:05:29.000Z"), "friend-ids": {{ 25357083, 40592075, 10585644, 33173927, 42515085 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2000-08-03") } ] }
-{ "id": 11571217, "id-copy": 11571217, "alias": "Modesto", "name": "ModestoPark", "user-since": datetime("2006-01-18T06:28:01.000Z"), "user-since-copy": datetime("2006-01-18T06:28:01.000Z"), "friend-ids": {{ 3765450, 13287809, 17696557, 32161653, 46823306, 2818286, 38794110, 24894266, 33129431, 26474332, 9356762, 38679272, 40502952, 34470547, 30005230, 32074010, 38611550 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2001-09-01"), "end-date": date("2003-04-11") } ] }
-{ "id": 11595592, "id-copy": 11595592, "alias": "Bert", "name": "BertAtkinson", "user-since": datetime("2011-09-03T07:24:42.000Z"), "user-since-copy": datetime("2011-09-03T07:24:42.000Z"), "friend-ids": {{ 36724561, 45824456, 33567747, 21400268, 11419574, 47463040, 6480088, 45216774, 26857982, 7140352, 1884512, 29610211, 2626672, 41371388, 43582371, 42445087, 14734124, 3580372, 40134022 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2006-06-27"), "end-date": date("2007-06-07") } ] }
-{ "id": 11617963, "id-copy": 11617963, "alias": "Sherry", "name": "SherryPirl", "user-since": datetime("2010-08-26T06:37:30.000Z"), "user-since-copy": datetime("2010-08-26T06:37:30.000Z"), "friend-ids": {{ 30179664, 7140787, 14622079, 5810238, 32189583, 17103583 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2000-02-07"), "end-date": date("2004-11-24") } ] }
-{ "id": 11637820, "id-copy": 11637820, "alias": "Aislin", "name": "AislinPyle", "user-since": datetime("2005-01-04T00:11:51.000Z"), "user-since-copy": datetime("2005-01-04T00:11:51.000Z"), "friend-ids": {{ 17232277, 46376966, 22503632, 14771156, 37550654, 3930020, 7116826, 38303815, 30210948, 10532544, 44382464, 32051602 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2004-05-06") } ] }
-{ "id": 11642026, "id-copy": 11642026, "alias": "Brenden", "name": "BrendenLucy", "user-since": datetime("2010-09-18T13:14:17.000Z"), "user-since-copy": datetime("2010-09-18T13:14:17.000Z"), "friend-ids": {{ 4037044, 13420154, 10023579, 7611523, 10090302, 36514218, 24369151, 10481696, 341494 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-07-05") } ] }
-{ "id": 11646016, "id-copy": 11646016, "alias": "Millard", "name": "MillardCribbs", "user-since": datetime("2012-07-01T13:28:56.000Z"), "user-since-copy": datetime("2012-07-01T13:28:56.000Z"), "friend-ids": {{ 29358027, 24800104, 1146956, 29116484, 12223225, 6324161, 46576675 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2004-04-28") } ] }
-{ "id": 11670331, "id-copy": 11670331, "alias": "Deetta", "name": "DeettaCrom", "user-since": datetime("2008-04-01T00:12:47.000Z"), "user-since-copy": datetime("2008-04-01T00:12:47.000Z"), "friend-ids": {{ 34871046, 45366633, 40484162, 45505621, 47279131, 5464046, 18435436, 24937987, 18253019, 5870229, 46379232, 13988659, 37921800, 2085103, 21652843, 4802881, 11658526, 40771399, 32938488, 8409007, 27179341, 4496744 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2003-10-21"), "end-date": date("2008-06-06") } ] }
-{ "id": 11670739, "id-copy": 11670739, "alias": "Rudyard", "name": "RudyardErrett", "user-since": datetime("2005-03-08T18:26:12.000Z"), "user-since-copy": datetime("2005-03-08T18:26:12.000Z"), "friend-ids": {{ 13253132, 38903405, 45479471, 11551894, 44803858, 34016119, 2477206, 27909363, 2584557, 29078732, 13687500, 1038800, 14467502, 3369722, 11731177, 15702876, 37034289, 21943459 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-01-20") } ] }
-{ "id": 11672578, "id-copy": 11672578, "alias": "Juli", "name": "JuliMcclymonds", "user-since": datetime("2010-07-17T13:53:57.000Z"), "user-since-copy": datetime("2010-07-17T13:53:57.000Z"), "friend-ids": {{ 16548983, 7350585, 44497037 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2003-05-23"), "end-date": date("2009-08-01") } ] }
-{ "id": 11678242, "id-copy": 11678242, "alias": "Andy", "name": "AndyPritchard", "user-since": datetime("2008-05-26T06:52:12.000Z"), "user-since-copy": datetime("2008-05-26T06:52:12.000Z"), "friend-ids": {{ 24351029, 7396495, 11653891, 24314059, 17256129, 19177689, 23024021, 15135862, 9201238, 24204194 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2004-02-06"), "end-date": date("2011-10-22") } ] }
-{ "id": 11697754, "id-copy": 11697754, "alias": "Jeanette", "name": "JeanetteBullard", "user-since": datetime("2005-11-20T09:56:59.000Z"), "user-since-copy": datetime("2005-11-20T09:56:59.000Z"), "friend-ids": {{ 22439123, 42241829, 21396058, 6050318, 4951741, 4940964, 22719195, 21108984, 1496059, 41986346, 20838301, 34979646, 19524886, 6383593, 37747505, 26787944, 45486736, 7537516 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2006-02-20") } ] }
-{ "id": 11755633, "id-copy": 11755633, "alias": "Amina", "name": "AminaBurkett", "user-since": datetime("2012-03-22T02:05:59.000Z"), "user-since-copy": datetime("2012-03-22T02:05:59.000Z"), "friend-ids": {{ 18177270, 40223354, 29458819, 37905784, 43047863, 2679271, 9768971, 32443429, 37829920, 35493852, 28086857, 11910843, 31003179, 40873211, 42786132, 44388462 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2009-11-21"), "end-date": date("2011-03-16") } ] }
-{ "id": 11780581, "id-copy": 11780581, "alias": "Simona", "name": "SimonaDrumm", "user-since": datetime("2010-09-10T00:03:56.000Z"), "user-since-copy": datetime("2010-09-10T00:03:56.000Z"), "friend-ids": {{ 14930223, 14107902, 18276584, 12824637, 44738306, 252529, 17504815, 26802467, 33312123, 15516170, 9060069, 42300993, 15746839, 61844, 1966381, 31284798, 40145954, 31282156, 15764470, 9894586, 41833755 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-03-27") } ] }
-{ "id": 11788096, "id-copy": 11788096, "alias": "Camie", "name": "CamieCressman", "user-since": datetime("2007-10-25T23:38:14.000Z"), "user-since-copy": datetime("2007-10-25T23:38:14.000Z"), "friend-ids": {{ 29310801, 37328820, 47367940, 36796774, 21244245, 7126676, 8254586, 47578674, 39514952, 33623672, 12854915, 6679164, 44128364, 44434013, 20530444, 12243267 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-06-20") } ] }
-{ "id": 11791471, "id-copy": 11791471, "alias": "Robt", "name": "RobtChristman", "user-since": datetime("2009-08-08T21:01:18.000Z"), "user-since-copy": datetime("2009-08-08T21:01:18.000Z"), "friend-ids": {{ 9265036, 17976405, 32435071, 7236713, 21936800, 42691957, 35478695, 40052609, 14063303, 43864025, 1254074, 39237113, 11307270, 37061951, 17360733, 21102633, 21364546, 35445000, 44857867 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-01-02"), "end-date": date("2010-05-19") } ] }
-{ "id": 11809528, "id-copy": 11809528, "alias": "Donya", "name": "DonyaNash", "user-since": datetime("2008-06-09T09:42:48.000Z"), "user-since-copy": datetime("2008-06-09T09:42:48.000Z"), "friend-ids": {{ 25365000, 20270987, 39083310, 16364767, 1960249, 39747742, 17169019, 780802, 37012712, 27956954, 35502958, 10600365, 38247667, 47815777, 25182855, 13670701, 27795853, 24952265 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-10-15") } ] }
-{ "id": 11830822, "id-copy": 11830822, "alias": "Lincoln", "name": "LincolnFuchs", "user-since": datetime("2008-01-22T19:08:51.000Z"), "user-since-copy": datetime("2008-01-22T19:08:51.000Z"), "friend-ids": {{ 29014579, 29789039, 2225447, 37872940, 37026231, 3223799, 40601178 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2006-01-14"), "end-date": date("2010-04-24") } ] }
-{ "id": 11867464, "id-copy": 11867464, "alias": "Emmerson", "name": "EmmersonMoore", "user-since": datetime("2006-12-26T00:15:40.000Z"), "user-since-copy": datetime("2006-12-26T00:15:40.000Z"), "friend-ids": {{ 5310233, 16498267, 12436996, 24801626, 44135326, 45729147, 6922158, 25920138, 16324404, 30272475, 22873357, 720070, 9722837, 29718785, 5402637, 287196, 32557949 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2007-06-16"), "end-date": date("2007-02-05") } ] }
-{ "id": 11912419, "id-copy": 11912419, "alias": "Wallis", "name": "WallisFuchs", "user-since": datetime("2012-01-07T08:13:18.000Z"), "user-since-copy": datetime("2012-01-07T08:13:18.000Z"), "friend-ids": {{ 11115387, 19639311, 33957302, 8746808, 20140328, 35866755, 29492622, 24246926, 14412186, 1610423, 1139443, 23667812, 6972455, 18354247, 7072427, 43742595, 20711654, 7179925, 66544, 12066267, 8914321, 35602734 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2008-10-23"), "end-date": date("2008-06-18") } ] }
-{ "id": 11918764, "id-copy": 11918764, "alias": "Jamison", "name": "JamisonKnight", "user-since": datetime("2012-02-28T12:46:09.000Z"), "user-since-copy": datetime("2012-02-28T12:46:09.000Z"), "friend-ids": {{ 5296309, 37783012, 18620712, 8255206, 10270999, 47361618, 39691488, 33528430, 22926601, 12751125, 34000354, 32638692, 19461108, 9760202, 30157968, 265361, 24683869, 19612648, 29021437, 40094162 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2003-04-16"), "end-date": date("2011-08-28") } ] }
-{ "id": 11934781, "id-copy": 11934781, "alias": "Titus", "name": "TitusGertraht", "user-since": datetime("2011-05-02T12:41:28.000Z"), "user-since-copy": datetime("2011-05-02T12:41:28.000Z"), "friend-ids": {{ 32699552, 17016611, 46281182, 32515791, 12860342, 22463323, 33042577, 4477908, 37152051, 5462628, 45666108, 42424199, 44831639, 44546969, 30686685, 40580034 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2000-04-16") } ] }
-{ "id": 11945014, "id-copy": 11945014, "alias": "Lavern", "name": "LavernRahl", "user-since": datetime("2005-08-13T08:07:58.000Z"), "user-since-copy": datetime("2005-08-13T08:07:58.000Z"), "friend-ids": {{ 15127940, 37543274, 13877909, 8961585, 13712343, 38178056, 21469501, 2994082, 24368304, 33508930, 41765591, 37858577, 42295002 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-07-20") } ] }
-{ "id": 11951098, "id-copy": 11951098, "alias": "Tera", "name": "TeraByers", "user-since": datetime("2012-08-03T19:41:26.000Z"), "user-since-copy": datetime("2012-08-03T19:41:26.000Z"), "friend-ids": {{ 15537238, 13699967, 10587728, 23542817, 12703626, 25024772, 19223339, 5547239, 42576945, 27351017, 22726496, 25268071, 4361323, 24631578, 38669047, 44781738, 34646381 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2008-01-04"), "end-date": date("2011-01-14") } ] }
-{ "id": 11957011, "id-copy": 11957011, "alias": "Frannie", "name": "FrannieRoose", "user-since": datetime("2007-04-05T18:00:20.000Z"), "user-since-copy": datetime("2007-04-05T18:00:20.000Z"), "friend-ids": {{ 9114095, 4905395, 41862236, 21901856, 39479601, 4025127, 1517878, 16698416, 10853001, 18625728, 15395201, 17825510, 40384476, 18779630, 1832149, 41381869, 40010653, 21121933, 18598397, 12806945, 11465558 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2006-12-22") } ] }
-{ "id": 11965318, "id-copy": 11965318, "alias": "Donella", "name": "DonellaPriebe", "user-since": datetime("2010-10-25T19:45:41.000Z"), "user-since-copy": datetime("2010-10-25T19:45:41.000Z"), "friend-ids": {{ 40521325 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2010-11-19"), "end-date": date("2011-08-18") } ] }
+{ "id": 9005038, "id-copy": 9005038, "alias": "Anabel", "name": "AnabelWheeler", "user-since": datetime("2006-12-12T13:40:23.000"), "user-since-copy": datetime("2006-12-12T13:40:23.000"), "friend-ids": {{ 18713256, 35193719, 42245821, 37249622, 12210708, 15557948, 467039, 43997520, 45171035, 43682410, 47884198, 43102086, 39620955, 36438278, 42976932, 11158113, 21543594, 9861181, 36944403, 47928849, 29593861, 37897057, 42360015, 27956902 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2000-03-21") } ] }
+{ "id": 9008185, "id-copy": 9008185, "alias": "Francene", "name": "FranceneZoucks", "user-since": datetime("2009-10-18T08:37:00.000"), "user-since-copy": datetime("2009-10-18T08:37:00.000"), "friend-ids": {{ 47321113, 34578577, 25011033, 19259482, 6221464, 4912987, 20361608, 27957639, 33209653, 46928253, 37111867, 11534180, 31643335, 39967918, 8490889, 23713207, 28827713, 22143989, 21710696, 3545622, 13887489, 41557233, 26554092 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2004-02-01"), "end-date": date("2011-10-10") } ] }
+{ "id": 9012382, "id-copy": 9012382, "alias": "Laureen", "name": "LaureenOneal", "user-since": datetime("2009-12-10T22:17:58.000"), "user-since-copy": datetime("2009-12-10T22:17:58.000"), "friend-ids": {{ 25012654, 4572832, 38401260, 3015853, 42975956, 16328675, 39626774, 26936410, 15112607, 3302431 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2007-11-10") } ] }
+{ "id": 9012778, "id-copy": 9012778, "alias": "Godfrey", "name": "GodfreyBraun", "user-since": datetime("2010-03-18T19:15:53.000"), "user-since-copy": datetime("2010-03-18T19:15:53.000"), "friend-ids": {{ 3867712, 22078166 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2005-10-02") } ] }
+{ "id": 9042022, "id-copy": 9042022, "alias": "Fran", "name": "FranIronmonger", "user-since": datetime("2006-05-22T03:51:10.000"), "user-since-copy": datetime("2006-05-22T03:51:10.000"), "friend-ids": {{ 38546356, 31805246 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2002-06-06") } ] }
+{ "id": 9102208, "id-copy": 9102208, "alias": "Lottie", "name": "LottieReddish", "user-since": datetime("2007-05-22T00:42:45.000"), "user-since-copy": datetime("2007-05-22T00:42:45.000"), "friend-ids": {{ 45227463, 22488433, 39033954, 40377121, 17357169, 8890953, 1623690, 11657739, 489001, 26227491, 29459012, 39985553, 3584598, 6381312, 22457740, 43317482, 40035088, 29397671, 18293877, 6788834, 44860241 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2009-04-08") } ] }
+{ "id": 9129220, "id-copy": 9129220, "alias": "Lessie", "name": "LessieGoodman", "user-since": datetime("2008-09-01T06:07:35.000"), "user-since-copy": datetime("2008-09-01T06:07:35.000"), "friend-ids": {{ 16418186, 35990435, 22056439, 36479650, 36405609, 12039460, 33551878, 10736746, 41967761, 20046069, 8949956, 26571267 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2004-10-23"), "end-date": date("2011-05-08") } ] }
+{ "id": 9142198, "id-copy": 9142198, "alias": "Sherry", "name": "SherryFea", "user-since": datetime("2011-03-28T23:09:22.000"), "user-since-copy": datetime("2011-03-28T23:09:22.000"), "friend-ids": {{ 6835080, 34471872, 30942941, 34858577, 5996593, 47293442, 43097072, 44809621, 33969893, 26410931, 6628186, 29944391, 35957320, 20326929, 40284077, 11681583, 43878314, 40265961, 16871274, 28406169, 1349311 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2004-07-28") } ] }
+{ "id": 9185848, "id-copy": 9185848, "alias": "Brendon", "name": "BrendonJelliman", "user-since": datetime("2008-10-13T17:36:00.000"), "user-since-copy": datetime("2008-10-13T17:36:00.000"), "friend-ids": {{ 12675636, 6787931, 19218962, 12655930 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2008-06-09"), "end-date": date("2009-10-16") } ] }
+{ "id": 9199078, "id-copy": 9199078, "alias": "Erwin", "name": "ErwinErrett", "user-since": datetime("2011-04-20T12:44:31.000"), "user-since-copy": datetime("2011-04-20T12:44:31.000"), "friend-ids": {{ 31928109, 8101864, 44247743, 21370948 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2000-03-06") } ] }
+{ "id": 9207832, "id-copy": 9207832, "alias": "Tammy", "name": "TammyHozier", "user-since": datetime("2005-08-24T14:34:19.000"), "user-since-copy": datetime("2005-08-24T14:34:19.000"), "friend-ids": {{ 26919119, 35729176, 28949827 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2006-09-14") } ] }
+{ "id": 9211711, "id-copy": 9211711, "alias": "Seraphina", "name": "SeraphinaFlanders", "user-since": datetime("2009-05-19T18:39:15.000"), "user-since-copy": datetime("2009-05-19T18:39:15.000"), "friend-ids": {{ 34432294, 10796959, 46386746, 32318131, 10393677, 12832313, 34490791, 6187782, 46595448, 30591963, 35530646, 22485004, 18950892, 19762388, 19181134, 13928403, 22513246, 24969298 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2008-05-14"), "end-date": date("2009-06-17") } ] }
+{ "id": 9212815, "id-copy": 9212815, "alias": "Erica", "name": "EricaBraun", "user-since": datetime("2009-01-11T07:32:03.000"), "user-since-copy": datetime("2009-01-11T07:32:03.000"), "friend-ids": {{ 1314906, 6581233, 35117578, 11133528, 19606776, 37833518, 40040803, 44107209, 38804989, 35779440, 41138709 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2008-04-03") } ] }
+{ "id": 9243769, "id-copy": 9243769, "alias": "Florentino", "name": "FlorentinoRiggle", "user-since": datetime("2012-04-04T17:10:31.000"), "user-since-copy": datetime("2012-04-04T17:10:31.000"), "friend-ids": {{ 41929020, 22354873 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2007-07-23") } ] }
+{ "id": 9265747, "id-copy": 9265747, "alias": "Nicolas", "name": "NicolasPirl", "user-since": datetime("2011-11-07T13:52:49.000"), "user-since-copy": datetime("2011-11-07T13:52:49.000"), "friend-ids": {{ 5832017, 30839617, 27328653, 9766355, 35973149, 21029594, 18840511, 43035135, 44902336, 11576374, 21756219, 23374243, 42201568, 12860309 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2003-11-10"), "end-date": date("2010-03-27") } ] }
+{ "id": 9311659, "id-copy": 9311659, "alias": "Kate", "name": "KateBender", "user-since": datetime("2007-06-10T05:55:50.000"), "user-since-copy": datetime("2007-06-10T05:55:50.000"), "friend-ids": {{ 27875958, 10379355, 4286877, 26410945, 10609943, 15960135 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-01-04") } ] }
+{ "id": 9318094, "id-copy": 9318094, "alias": "Carlo", "name": "CarloKelley", "user-since": datetime("2012-07-19T09:18:41.000"), "user-since-copy": datetime("2012-07-19T09:18:41.000"), "friend-ids": {{ 39873731, 29304807, 519851, 16423529, 10838418, 9915172, 3040071, 39730361, 23320290, 20572900, 7293676, 35037765, 1744053, 38875858 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2008-08-15") } ] }
+{ "id": 9326218, "id-copy": 9326218, "alias": "Lindsay", "name": "LindsayPaynter", "user-since": datetime("2011-08-27T00:03:13.000"), "user-since-copy": datetime("2011-08-27T00:03:13.000"), "friend-ids": {{ 3006430, 25941368, 46866627, 21404266, 35141764, 14931901 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-04-06"), "end-date": date("2008-03-02") } ] }
+{ "id": 9343705, "id-copy": 9343705, "alias": "Ramsey", "name": "RamseyWarner", "user-since": datetime("2006-04-24T09:52:39.000"), "user-since-copy": datetime("2006-04-24T09:52:39.000"), "friend-ids": {{ 36909861, 36881715, 40993685, 18669519, 42428458, 2780280, 6070725, 10466662, 26215221, 16329040, 38464211, 14024902, 8083000, 27857433, 14282674, 1976238, 6345526, 35452338, 21503723, 34910137, 26860195, 426384, 27759959 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2003-10-28") } ] }
+{ "id": 9379330, "id-copy": 9379330, "alias": "Esther", "name": "EstherReichard", "user-since": datetime("2006-09-23T09:53:43.000"), "user-since-copy": datetime("2006-09-23T09:53:43.000"), "friend-ids": {{ 29035495, 33601969, 32342695, 28995226, 34638799, 38330225, 38512256 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2006-05-27") } ] }
+{ "id": 9379975, "id-copy": 9379975, "alias": "Kyra", "name": "KyraLangston", "user-since": datetime("2012-01-18T06:06:56.000"), "user-since-copy": datetime("2012-01-18T06:06:56.000"), "friend-ids": {{ 46662872, 1388016, 21715152, 3266023, 18080709, 25857347, 29710885, 22300787, 25086634, 25220921, 17189604, 21754574, 27820275, 7441940, 10911235, 46304871, 6518794 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2008-04-03"), "end-date": date("2008-04-07") } ] }
+{ "id": 9417499, "id-copy": 9417499, "alias": "Wendell", "name": "WendellJoyce", "user-since": datetime("2011-07-25T14:30:30.000"), "user-since-copy": datetime("2011-07-25T14:30:30.000"), "friend-ids": {{ 10079972, 29246113, 40533159, 31279768, 31969044, 46120195, 35004468, 24465042, 2702879, 44166678, 20176481, 32056309, 38254930, 20950061, 4687108 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2006-03-18") } ] }
+{ "id": 9430849, "id-copy": 9430849, "alias": "Emil", "name": "EmilGarland", "user-since": datetime("2008-07-03T15:56:07.000"), "user-since-copy": datetime("2008-07-03T15:56:07.000"), "friend-ids": {{ 40429008, 45432330, 22293451, 2129366, 19514477, 20108162, 28656704, 35403173, 33855801, 14660181 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2010-02-10") } ] }
+{ "id": 9442978, "id-copy": 9442978, "alias": "Osborne", "name": "OsborneHiles", "user-since": datetime("2012-07-28T10:59:39.000"), "user-since-copy": datetime("2012-07-28T10:59:39.000"), "friend-ids": {{ 40833026, 39533118, 6206868, 27383373, 3010465, 14776443, 43239645, 21956253, 4112089, 27667721, 34336067, 38377619, 32701403, 20907262, 32732275, 30488150, 12349697, 47468946, 20956164, 16141416 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2011-08-21") } ] }
+{ "id": 9461098, "id-copy": 9461098, "alias": "Teodoro", "name": "TeodoroBullard", "user-since": datetime("2010-07-24T07:40:44.000"), "user-since-copy": datetime("2010-07-24T07:40:44.000"), "friend-ids": {{ 8278091, 1756629, 9893864, 11184021, 2292251, 20614604, 48014557, 23491569, 11328678, 11572435, 45790306, 44930978, 34910222, 16655255, 29338869, 27169036, 19669405, 20512510, 33598988, 38104427 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2003-01-17"), "end-date": date("2007-05-28") } ] }
+{ "id": 9471385, "id-copy": 9471385, "alias": "Weldon", "name": "WeldonMaclagan", "user-since": datetime("2010-01-24T22:21:59.000"), "user-since-copy": datetime("2010-01-24T22:21:59.000"), "friend-ids": {{ 42864267, 16710494, 27436346, 7324905, 3901396, 11812437, 31490561, 3906397 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2002-09-07"), "end-date": date("2006-07-08") } ] }
+{ "id": 9477040, "id-copy": 9477040, "alias": "Chery", "name": "CheryWatson", "user-since": datetime("2012-05-02T14:27:00.000"), "user-since-copy": datetime("2012-05-02T14:27:00.000"), "friend-ids": {{ 36360097, 36835617, 25761112, 30806900, 22340413, 16802957 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2008-12-26"), "end-date": date("2009-03-17") } ] }
+{ "id": 9477994, "id-copy": 9477994, "alias": "Cory", "name": "CoryKeener", "user-since": datetime("2012-02-27T22:03:31.000"), "user-since-copy": datetime("2012-02-27T22:03:31.000"), "friend-ids": {{ 22204843, 35394804, 22795967, 16575437, 31764908, 27359073, 50023, 26383393, 36534917, 23478654, 31022293, 43803666, 24764841, 19469389, 6401330, 10543085, 5159571 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2012-02-09"), "end-date": date("2012-02-19") } ] }
+{ "id": 9481756, "id-copy": 9481756, "alias": "Esmaralda", "name": "EsmaraldaAgg", "user-since": datetime("2012-06-26T19:57:38.000"), "user-since-copy": datetime("2012-06-26T19:57:38.000"), "friend-ids": {{ 40976868 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2008-11-26"), "end-date": date("2008-01-13") } ] }
+{ "id": 9490342, "id-copy": 9490342, "alias": "Gisela", "name": "GiselaTomlinson", "user-since": datetime("2011-10-21T20:36:09.000"), "user-since-copy": datetime("2011-10-21T20:36:09.000"), "friend-ids": {{ 27609144, 42495049, 21250269, 22561106, 29149509, 16776721, 16980559, 19600765 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2003-02-23") } ] }
+{ "id": 9512971, "id-copy": 9512971, "alias": "Algar", "name": "AlgarKepplinger", "user-since": datetime("2011-10-11T02:54:01.000"), "user-since-copy": datetime("2011-10-11T02:54:01.000"), "friend-ids": {{ 1076656, 1837449, 43428033, 21710004, 41167492, 17526252 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2003-04-26"), "end-date": date("2006-02-24") } ] }
+{ "id": 9516652, "id-copy": 9516652, "alias": "Emmanuel", "name": "EmmanuelStrickland", "user-since": datetime("2006-01-14T03:08:13.000"), "user-since-copy": datetime("2006-01-14T03:08:13.000"), "friend-ids": {{ 21213113, 8011145, 9382308, 14949454, 114459, 30046906, 40091327, 22275481, 14642211, 5602065, 15265189, 22736575, 12746303, 46033445, 17273286, 39395247, 6653955, 14664612, 35055957 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-10-15") } ] }
+{ "id": 9525361, "id-copy": 9525361, "alias": "Leonardo", "name": "LeonardoSurrency", "user-since": datetime("2008-12-21T10:09:26.000"), "user-since-copy": datetime("2008-12-21T10:09:26.000"), "friend-ids": {{ 12471014, 47714763, 18071069, 32545366, 46041462, 35261185, 20826834, 29002678, 47207065, 7370034, 38283272, 47090645, 33425043, 16014552, 15633873, 24101778, 26168621, 21955493, 17856723, 18158610 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2011-12-06"), "end-date": date("2011-04-04") } ] }
+{ "id": 9532474, "id-copy": 9532474, "alias": "Chester", "name": "ChesterAshmore", "user-since": datetime("2012-02-03T20:36:34.000"), "user-since-copy": datetime("2012-02-03T20:36:34.000"), "friend-ids": {{ 11340481, 15957237, 47048138, 41603112, 6953329, 6926093, 20866295, 329274, 16187993, 13406075, 34601684, 46151089, 26165473, 2882718, 20731108 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2009-03-14") } ] }
+{ "id": 9546133, "id-copy": 9546133, "alias": "Renae", "name": "RenaeWhitehead", "user-since": datetime("2012-04-21T14:38:30.000"), "user-since-copy": datetime("2012-04-21T14:38:30.000"), "friend-ids": {{ 31261211, 19892104, 35568606, 12050300, 42512152, 37032282, 27185051 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2012-02-20"), "end-date": date("2012-07-04") } ] }
+{ "id": 9552016, "id-copy": 9552016, "alias": "Shantelle", "name": "ShantelleDealtry", "user-since": datetime("2006-05-03T06:49:13.000"), "user-since-copy": datetime("2006-05-03T06:49:13.000"), "friend-ids": {{ 35758396, 16562240, 23596680, 16342769, 19892813, 46485447, 25711418, 23765073, 11303996, 36451291, 17586370, 38010455, 29457199, 25847013, 12604123, 46533018, 26999208, 24740610, 35225441, 33613663 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2003-08-07"), "end-date": date("2003-07-17") } ] }
+{ "id": 9560251, "id-copy": 9560251, "alias": "Nivek", "name": "NivekJowers", "user-since": datetime("2007-02-04T08:02:07.000"), "user-since-copy": datetime("2007-02-04T08:02:07.000"), "friend-ids": {{ 15730417, 36745553, 26133088, 38675683, 14617495, 39244216, 4651791, 639869, 8377526, 15158817, 13368295, 15386494, 5649384, 8449938, 34497809, 6644713, 45481442, 27678941, 14214532, 5753112, 9991855, 25975202, 9530884, 19069924 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2003-08-15") } ] }
+{ "id": 9562348, "id-copy": 9562348, "alias": "Jefferson", "name": "JeffersonKeister", "user-since": datetime("2005-06-11T01:42:58.000"), "user-since-copy": datetime("2005-06-11T01:42:58.000"), "friend-ids": {{ 43801762 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2005-07-26"), "end-date": date("2011-12-02") } ] }
+{ "id": 9577729, "id-copy": 9577729, "alias": "Jann", "name": "JannPorter", "user-since": datetime("2006-05-03T08:57:08.000"), "user-since-copy": datetime("2006-05-03T08:57:08.000"), "friend-ids": {{ 7711959, 4131696, 10146353, 46418552, 37999454, 38333059, 16381326, 45028736, 16829150 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2006-10-19") } ] }
+{ "id": 9591646, "id-copy": 9591646, "alias": "Hoyt", "name": "HoytGilman", "user-since": datetime("2011-05-13T07:22:20.000"), "user-since-copy": datetime("2011-05-13T07:22:20.000"), "friend-ids": {{ 11207445 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2004-04-27") } ] }
+{ "id": 9595279, "id-copy": 9595279, "alias": "Emmaline", "name": "EmmalineSchuth", "user-since": datetime("2008-09-12T22:25:17.000"), "user-since-copy": datetime("2008-09-12T22:25:17.000"), "friend-ids": {{ 26784778, 6200196, 37440596, 12250319, 21921557, 19278082, 583040, 12012653, 21578028, 16395818, 29088493, 29578064, 37745574, 41998781, 22594273, 38002130, 2166585, 7823908, 18253304, 6162341, 40270219, 41832701, 36455204 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2009-02-13") } ] }
+{ "id": 9606691, "id-copy": 9606691, "alias": "Reva", "name": "RevaChristman", "user-since": datetime("2010-03-04T11:53:00.000"), "user-since-copy": datetime("2010-03-04T11:53:00.000"), "friend-ids": {{ 21390421 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2010-12-13") } ] }
+{ "id": 9621157, "id-copy": 9621157, "alias": "Trixie", "name": "TrixieFair", "user-since": datetime("2010-12-25T23:36:49.000"), "user-since-copy": datetime("2010-12-25T23:36:49.000"), "friend-ids": {{ 17519006, 17545060, 27836293, 11477603, 37895380, 23251592, 12010503, 25406806 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2003-09-23") } ] }
+{ "id": 9629395, "id-copy": 9629395, "alias": "Julius", "name": "JuliusWire", "user-since": datetime("2008-03-22T13:36:24.000"), "user-since-copy": datetime("2008-03-22T13:36:24.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2006-11-19") } ] }
+{ "id": 9634393, "id-copy": 9634393, "alias": "Burt", "name": "BurtPearson", "user-since": datetime("2007-11-01T14:25:29.000"), "user-since-copy": datetime("2007-11-01T14:25:29.000"), "friend-ids": {{ 26065414, 8710639, 22639162, 23787625, 24443211, 42598742, 45171006, 38246985, 25125478, 23071168, 22455706, 24720860, 34917747, 24262081, 2259812, 14262605, 37533604 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-05-07") } ] }
+{ "id": 9640915, "id-copy": 9640915, "alias": "Harrison", "name": "HarrisonHildyard", "user-since": datetime("2009-05-25T11:56:05.000"), "user-since-copy": datetime("2009-05-25T11:56:05.000"), "friend-ids": {{ 41488832, 16139664, 18327029, 38811764, 38271538, 13106137, 26450611, 11574808, 33108523, 31639017, 9208159, 18456510, 47955463, 2606160, 29293146, 13981743, 39967993, 23629640, 32666499, 35046044, 2402842, 1117025, 17741007, 14997808 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2010-03-06") } ] }
+{ "id": 9643768, "id-copy": 9643768, "alias": "Gil", "name": "GilVeith", "user-since": datetime("2006-04-26T11:42:30.000"), "user-since-copy": datetime("2006-04-26T11:42:30.000"), "friend-ids": {{ 22270431, 9614818, 9080111, 6500797, 37876717, 28122656, 13971193, 20936637, 19883735, 37455193, 32129291, 40710966, 17779823, 41523128, 41276564, 34424817, 19326867, 26058281 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2002-02-04") } ] }
+{ "id": 9669178, "id-copy": 9669178, "alias": "Gerard", "name": "GerardBeck", "user-since": datetime("2011-04-24T15:49:24.000"), "user-since-copy": datetime("2011-04-24T15:49:24.000"), "friend-ids": {{ 30087138, 44736614, 1531569 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2003-09-25"), "end-date": date("2005-06-28") } ] }
+{ "id": 9680644, "id-copy": 9680644, "alias": "Mirtha", "name": "MirthaRahl", "user-since": datetime("2008-02-09T04:05:03.000"), "user-since-copy": datetime("2008-02-09T04:05:03.000"), "friend-ids": {{ 25328638, 9009324, 16627989, 46602908, 32685062, 10538437, 22403363, 4205292, 27910567, 28430833, 8519372, 39774027, 12120028, 1211979 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2006-12-19") } ] }
+{ "id": 9683656, "id-copy": 9683656, "alias": "Antone", "name": "AntoneMays", "user-since": datetime("2006-07-24T22:48:29.000"), "user-since-copy": datetime("2006-07-24T22:48:29.000"), "friend-ids": {{ 11275116, 40325672, 41154035, 8987353, 31187312, 11505721, 11584703, 42743337, 23225356, 8653923 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2011-06-12") } ] }
+{ "id": 9695773, "id-copy": 9695773, "alias": "Daron", "name": "DaronFiddler", "user-since": datetime("2006-12-25T17:08:50.000"), "user-since-copy": datetime("2006-12-25T17:08:50.000"), "friend-ids": {{ 14397778, 33469556, 41690231, 7827360, 42196316 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2007-12-24") } ] }
+{ "id": 9707074, "id-copy": 9707074, "alias": "Melvyn", "name": "MelvynSybilla", "user-since": datetime("2012-06-07T16:06:49.000"), "user-since-copy": datetime("2012-06-07T16:06:49.000"), "friend-ids": {{ 4487400, 488933, 15650706, 44692005, 25068052, 16975927 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2010-12-13") } ] }
+{ "id": 9740008, "id-copy": 9740008, "alias": "Woodrow", "name": "WoodrowBlois", "user-since": datetime("2011-12-18T11:34:56.000"), "user-since-copy": datetime("2011-12-18T11:34:56.000"), "friend-ids": {{ 1753941, 17603348, 44569557, 6816408, 17403631, 29707555, 21215516, 9837919, 35887854, 35236051, 7897485, 9880491, 16145458, 33128036, 41471362, 44171952, 23542112, 36155237, 2596261, 36702766 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2007-08-02") } ] }
+{ "id": 9747652, "id-copy": 9747652, "alias": "Graham", "name": "GrahamGarratt", "user-since": datetime("2006-04-16T19:35:33.000"), "user-since-copy": datetime("2006-04-16T19:35:33.000"), "friend-ids": {{ 9995821, 7082678, 29813051, 33625501, 32785793, 23170533, 26581328, 35564866, 9147486, 17626916, 12721534, 22070579, 25749282, 27771492, 35217137, 6426437, 4217778, 6819045, 6410966, 43080321, 32112201, 20323505 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2005-09-26") } ] }
+{ "id": 9761152, "id-copy": 9761152, "alias": "Royle", "name": "RoyleStewart", "user-since": datetime("2010-05-15T17:14:18.000"), "user-since-copy": datetime("2010-05-15T17:14:18.000"), "friend-ids": {{ 21868661, 15545005, 11285872, 45768523, 12486235 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2002-11-20") } ] }
+{ "id": 9779623, "id-copy": 9779623, "alias": "Alberto", "name": "AlbertoCraig", "user-since": datetime("2009-11-25T14:48:04.000"), "user-since-copy": datetime("2009-11-25T14:48:04.000"), "friend-ids": {{ 6737836, 26882597, 30254391, 4861442, 18105612 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2012-01-25") } ] }
+{ "id": 9799264, "id-copy": 9799264, "alias": "Bradley", "name": "BradleyTodd", "user-since": datetime("2011-05-18T23:42:33.000"), "user-since-copy": datetime("2011-05-18T23:42:33.000"), "friend-ids": {{ 8836368, 35488923, 26777243, 46550104, 9866525, 965209 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2007-12-22") } ] }
+{ "id": 9799591, "id-copy": 9799591, "alias": "Royston", "name": "RoystonChurchill", "user-since": datetime("2011-01-21T13:57:31.000"), "user-since-copy": datetime("2011-01-21T13:57:31.000"), "friend-ids": {{ 22757950, 4629721, 19522595, 27737642, 39393176, 9321441, 13496995, 43301849, 3869585, 34993450, 24876688 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2000-07-15") } ] }
+{ "id": 9804973, "id-copy": 9804973, "alias": "Harriette", "name": "HarrietteHoopengarner", "user-since": datetime("2011-08-14T20:51:52.000"), "user-since-copy": datetime("2011-08-14T20:51:52.000"), "friend-ids": {{ 18754696, 27799194, 36904141, 29647419, 8521621, 35146470, 45194388, 43397176, 12596887, 33315, 39826335, 31228413, 123596, 35927645, 11445687, 33208186, 21941268 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2003-03-24") } ] }
+{ "id": 9819796, "id-copy": 9819796, "alias": "Emerson", "name": "EmersonWardle", "user-since": datetime("2006-08-20T20:22:11.000"), "user-since-copy": datetime("2006-08-20T20:22:11.000"), "friend-ids": {{ 5697147, 42936553, 12624322, 45309083, 10785774, 4176618 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-05-16") } ] }
+{ "id": 9820681, "id-copy": 9820681, "alias": "Caitlin", "name": "CaitlinWolfe", "user-since": datetime("2012-05-23T07:59:39.000"), "user-since-copy": datetime("2012-05-23T07:59:39.000"), "friend-ids": {{ 22005473, 7664709, 22913945, 16078115, 11724028, 45958589, 33357270, 6935384, 2696233, 28938665, 37992833, 11929142, 16203505, 20365802 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2010-06-18") } ] }
+{ "id": 9826402, "id-copy": 9826402, "alias": "Rachyl", "name": "RachylRumbaugh", "user-since": datetime("2006-01-05T03:38:59.000"), "user-since-copy": datetime("2006-01-05T03:38:59.000"), "friend-ids": {{ 11891915, 15900581, 38420311, 21084667, 24569500, 9181299, 32167823, 9967774, 18138704, 10742133, 29173609, 1113683, 21048344, 33794587, 42308958, 9303744 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2005-04-24"), "end-date": date("2008-08-17") } ] }
+{ "id": 9829834, "id-copy": 9829834, "alias": "Darryl", "name": "DarrylSullivan", "user-since": datetime("2011-07-24T00:12:33.000"), "user-since-copy": datetime("2011-07-24T00:12:33.000"), "friend-ids": {{ 8297654, 6071837, 27236382, 4657522, 9035310, 40427605, 2360931, 19796421, 7301200, 1264845, 12653555, 27518516 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2005-01-18"), "end-date": date("2010-05-20") } ] }
+{ "id": 9840013, "id-copy": 9840013, "alias": "Inger", "name": "IngerRuhl", "user-since": datetime("2009-05-27T20:14:42.000"), "user-since-copy": datetime("2009-05-27T20:14:42.000"), "friend-ids": {{ 36044692 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2010-09-15") } ] }
+{ "id": 9845113, "id-copy": 9845113, "alias": "Chia", "name": "ChiaGeddinge", "user-since": datetime("2008-12-12T16:50:57.000"), "user-since-copy": datetime("2008-12-12T16:50:57.000"), "friend-ids": {{ 16725476, 120161, 762756, 40795640, 34195102, 27938737 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2001-01-03"), "end-date": date("2001-11-03") } ] }
+{ "id": 9859726, "id-copy": 9859726, "alias": "Taryn", "name": "TarynGisiko", "user-since": datetime("2010-12-28T21:42:56.000"), "user-since-copy": datetime("2010-12-28T21:42:56.000"), "friend-ids": {{ 45036313, 47860435, 40658528, 4106429, 25411752, 7216290, 20549107, 28317961, 43600081, 6359672, 36131464, 19078372, 4379305, 884797, 11605059, 6467240, 23316141 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2007-06-26"), "end-date": date("2010-08-04") } ] }
+{ "id": 9872791, "id-copy": 9872791, "alias": "Yasmine", "name": "YasmineCanham", "user-since": datetime("2005-06-08T14:45:42.000"), "user-since-copy": datetime("2005-06-08T14:45:42.000"), "friend-ids": {{ 7340569, 16137560, 43341029, 31700386, 24881875, 17852264, 42730676, 32655012 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2004-05-09"), "end-date": date("2011-02-28") } ] }
+{ "id": 9877837, "id-copy": 9877837, "alias": "Marilee", "name": "MarileeDowning", "user-since": datetime("2007-09-06T15:02:25.000"), "user-since-copy": datetime("2007-09-06T15:02:25.000"), "friend-ids": {{ 3032720, 7000379, 16658012, 33487490, 624779, 13480315, 8308906, 6949934, 9472007, 36568244, 41737195, 1310478, 42870077, 46663613 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2005-10-09") } ] }
+{ "id": 9919033, "id-copy": 9919033, "alias": "Bailey", "name": "BaileyHay", "user-since": datetime("2005-01-06T07:43:18.000"), "user-since-copy": datetime("2005-01-06T07:43:18.000"), "friend-ids": {{ 28198532 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2009-02-08"), "end-date": date("2010-06-08") } ] }
+{ "id": 9922381, "id-copy": 9922381, "alias": "Cecilia", "name": "CeciliaOsteen", "user-since": datetime("2009-06-03T03:58:36.000"), "user-since-copy": datetime("2009-06-03T03:58:36.000"), "friend-ids": {{ 22246989, 9095240, 8953245, 16326669, 38845534, 13608449, 35076758, 42004583 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2010-08-02") } ] }
+{ "id": 9929866, "id-copy": 9929866, "alias": "Emilie", "name": "EmilieJohns", "user-since": datetime("2009-10-01T00:51:03.000"), "user-since-copy": datetime("2009-10-01T00:51:03.000"), "friend-ids": {{ 45496950, 38109555, 46259676, 14141368, 31720484, 35564907, 23226721, 36026226, 34003258, 47176035, 46593035, 5050811, 27858647, 3784968 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2012-08-10"), "end-date": date("2012-08-24") } ] }
+{ "id": 9931588, "id-copy": 9931588, "alias": "Sheri", "name": "SheriHindman", "user-since": datetime("2011-02-19T03:55:37.000"), "user-since-copy": datetime("2011-02-19T03:55:37.000"), "friend-ids": {{ 10993709, 28005344, 31884585, 1581885, 46332238, 47401902, 38814902, 39736365, 24318394, 15329318, 35794552, 14913021, 8723328, 28102869, 27218765, 21310255 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2011-08-17"), "end-date": date("2011-12-15") } ] }
+{ "id": 9937957, "id-copy": 9937957, "alias": "Corey", "name": "CoreyTaggart", "user-since": datetime("2005-11-25T16:13:03.000"), "user-since-copy": datetime("2005-11-25T16:13:03.000"), "friend-ids": {{ 40105038, 9364511, 47362703, 1876955, 3505769, 41708385, 36179634, 7022850 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2005-09-24") } ] }
+{ "id": 9945208, "id-copy": 9945208, "alias": "Thelma", "name": "ThelmaGettemy", "user-since": datetime("2006-12-21T11:17:06.000"), "user-since-copy": datetime("2006-12-21T11:17:06.000"), "friend-ids": {{ 26578648, 43730418, 18099472, 11787057, 41534206, 16778979, 41142786, 25761045, 18556835, 25378849, 38984390, 37528215, 2531696 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2008-03-25") } ] }
+{ "id": 9952339, "id-copy": 9952339, "alias": "Dacia", "name": "DaciaStaymates", "user-since": datetime("2009-09-27T09:55:51.000"), "user-since-copy": datetime("2009-09-27T09:55:51.000"), "friend-ids": {{ 5177020, 46967179, 24156959, 17828131, 41565753, 1929360, 33761670, 27544454, 9964059, 25582191 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2000-10-12"), "end-date": date("2007-01-20") } ] }
+{ "id": 9962236, "id-copy": 9962236, "alias": "Craig", "name": "CraigKight", "user-since": datetime("2010-02-15T15:58:03.000"), "user-since-copy": datetime("2010-02-15T15:58:03.000"), "friend-ids": {{ 45604304, 40911167, 39517053, 6912584, 898627, 8412812, 33530827, 30135549, 14762146, 46313211, 21143796, 39820220, 11462372, 23575315 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-02-05"), "end-date": date("2008-01-04") } ] }
+{ "id": 9968869, "id-copy": 9968869, "alias": "Shemika", "name": "ShemikaNickolson", "user-since": datetime("2005-02-20T10:34:04.000"), "user-since-copy": datetime("2005-02-20T10:34:04.000"), "friend-ids": {{ 30287118, 877645, 9968776, 31800907 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2009-07-23") } ] }
+{ "id": 9975778, "id-copy": 9975778, "alias": "Marmaduke", "name": "MarmadukeElizabeth", "user-since": datetime("2012-07-18T02:21:55.000"), "user-since-copy": datetime("2012-07-18T02:21:55.000"), "friend-ids": {{ 17424696, 34807936, 8912699, 40534595, 36049658, 31706902, 7626256, 16178188, 36944385, 47878361, 8190132, 34365280, 13576207, 42728095 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2006-08-19") } ] }
+{ "id": 9988417, "id-copy": 9988417, "alias": "Coline", "name": "ColineLane", "user-since": datetime("2010-01-01T00:12:39.000"), "user-since-copy": datetime("2010-01-01T00:12:39.000"), "friend-ids": {{ 17656229, 42804152 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2012-05-01") } ] }
+{ "id": 9993001, "id-copy": 9993001, "alias": "Herbie", "name": "HerbieStall", "user-since": datetime("2010-06-14T03:01:11.000"), "user-since-copy": datetime("2010-06-14T03:01:11.000"), "friend-ids": {{ 12003033, 40923715, 34166285, 47927261, 638933, 17338590 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2009-07-12") } ] }
+{ "id": 10054327, "id-copy": 10054327, "alias": "Poppy", "name": "PoppyKellogg", "user-since": datetime("2010-03-28T09:43:49.000"), "user-since-copy": datetime("2010-03-28T09:43:49.000"), "friend-ids": {{ 10785684, 26545687, 942400, 18147517, 12133643, 17848751, 40864121, 18975370, 26159158, 42348235, 21795276, 40155922, 35240759 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2012-03-24") } ] }
+{ "id": 10065250, "id-copy": 10065250, "alias": "Debbie", "name": "DebbieBrinigh", "user-since": datetime("2012-01-05T15:05:48.000"), "user-since-copy": datetime("2012-01-05T15:05:48.000"), "friend-ids": {{ 23794420, 31166549, 3372724, 35955226, 45241312, 33488036, 17353508, 10094234, 12751868 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2000-06-28"), "end-date": date("2005-06-03") } ] }
+{ "id": 10066711, "id-copy": 10066711, "alias": "Nichelle", "name": "NichelleErschoff", "user-since": datetime("2009-11-10T21:17:50.000"), "user-since-copy": datetime("2009-11-10T21:17:50.000"), "friend-ids": {{ 19024226, 24428716, 24428406, 10686682, 46410623, 45809403, 33158503 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2004-06-21"), "end-date": date("2005-08-01") } ] }
+{ "id": 10069987, "id-copy": 10069987, "alias": "Andrina", "name": "AndrinaFisher", "user-since": datetime("2012-07-21T07:28:30.000"), "user-since-copy": datetime("2012-07-21T07:28:30.000"), "friend-ids": {{ 42024943, 39627436, 28414443, 36703363, 45477433, 37499278, 28548620, 6687009, 22700392, 47812034, 16805789, 33222895, 36328879, 20191886, 32457353, 14008353 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2004-12-11"), "end-date": date("2004-09-07") } ] }
+{ "id": 10073440, "id-copy": 10073440, "alias": "Mat", "name": "MatHasely", "user-since": datetime("2007-02-15T12:28:32.000"), "user-since-copy": datetime("2007-02-15T12:28:32.000"), "friend-ids": {{ 18317132, 16303558, 35197704, 41199497, 17394418, 18594954, 13332602, 15164806, 20807780, 18284264, 17164369, 6418744, 26535302, 47287046, 7169299, 22825706, 34007482, 38108004, 14449725, 16993574, 28055503 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2005-09-04"), "end-date": date("2006-06-02") } ] }
+{ "id": 10079965, "id-copy": 10079965, "alias": "Mason", "name": "MasonReamer", "user-since": datetime("2008-08-10T02:16:36.000"), "user-since-copy": datetime("2008-08-10T02:16:36.000"), "friend-ids": {{ 37149190, 37736572, 35955709, 28586597, 45460389 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-01-18"), "end-date": date("2010-12-09") } ] }
+{ "id": 10087876, "id-copy": 10087876, "alias": "Carlyle", "name": "CarlyleMoberly", "user-since": datetime("2009-09-12T03:44:36.000"), "user-since-copy": datetime("2009-09-12T03:44:36.000"), "friend-ids": {{ 22254101, 16994379, 42146906, 28928982 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2012-07-24"), "end-date": date("2012-07-09") } ] }
+{ "id": 10126408, "id-copy": 10126408, "alias": "Pen", "name": "PenFleming", "user-since": datetime("2005-11-11T08:50:34.000"), "user-since-copy": datetime("2005-11-11T08:50:34.000"), "friend-ids": {{ 38072630, 45021886, 23988042, 41084533, 4743969, 7223979, 19120365, 44219284, 4691449, 21072839, 32536521, 36335527, 47376347, 16882811, 43140173, 7610811, 28217191, 25488874, 27968660, 13102347, 40169395, 25952056, 17249838, 30971677 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2011-10-04"), "end-date": date("2011-01-10") } ] }
+{ "id": 10135477, "id-copy": 10135477, "alias": "Jasmine", "name": "JasmineEva", "user-since": datetime("2009-04-03T11:48:27.000"), "user-since-copy": datetime("2009-04-03T11:48:27.000"), "friend-ids": {{ 3776073 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2000-11-14"), "end-date": date("2001-05-19") } ] }
+{ "id": 10148251, "id-copy": 10148251, "alias": "Ghislaine", "name": "GhislaineFowler", "user-since": datetime("2005-12-08T05:25:56.000"), "user-since-copy": datetime("2005-12-08T05:25:56.000"), "friend-ids": {{ 14692731, 29964772 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2008-12-27"), "end-date": date("2008-04-02") } ] }
+{ "id": 10177078, "id-copy": 10177078, "alias": "Fausto", "name": "FaustoLotherington", "user-since": datetime("2005-06-23T22:18:16.000"), "user-since-copy": datetime("2005-06-23T22:18:16.000"), "friend-ids": {{ 9405744, 13732034 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2007-12-27") } ] }
+{ "id": 10177300, "id-copy": 10177300, "alias": "Chase", "name": "ChaseKnapp", "user-since": datetime("2005-09-27T16:41:30.000"), "user-since-copy": datetime("2005-09-27T16:41:30.000"), "friend-ids": {{ 12805247, 6093464, 39416190, 35877238, 26583227, 37835412, 46337730, 18107636, 43948720, 21031949, 11688759, 13980476, 25486392, 20775628 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2006-03-07"), "end-date": date("2006-05-09") } ] }
+{ "id": 10178518, "id-copy": 10178518, "alias": "Rudyard", "name": "RudyardMcmullen", "user-since": datetime("2011-05-06T14:57:22.000"), "user-since-copy": datetime("2011-05-06T14:57:22.000"), "friend-ids": {{ 25647527, 14445589, 47924548, 24945241, 13505530, 39640007, 6132209, 815976, 31529708, 28281922, 17886251, 42402860, 18330827, 13619952 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2006-06-24") } ] }
+{ "id": 10179538, "id-copy": 10179538, "alias": "Orlando", "name": "OrlandoBaxter", "user-since": datetime("2006-02-06T08:33:07.000"), "user-since-copy": datetime("2006-02-06T08:33:07.000"), "friend-ids": {{ 6233497, 33888281, 44259464, 19279042, 22534429, 13084190, 38886041, 41675566, 3155617 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2009-07-06") } ] }
+{ "id": 10189600, "id-copy": 10189600, "alias": "Melisa", "name": "MelisaGarry", "user-since": datetime("2010-05-10T10:35:49.000"), "user-since-copy": datetime("2010-05-10T10:35:49.000"), "friend-ids": {{ 18172527, 26205741, 32077713, 41214698, 33783052, 5734397, 46101468, 30210046, 27425699 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-05-20"), "end-date": date("2011-07-20") } ] }
+{ "id": 10195063, "id-copy": 10195063, "alias": "Rose", "name": "RoseHatcher", "user-since": datetime("2008-10-11T02:17:54.000"), "user-since-copy": datetime("2008-10-11T02:17:54.000"), "friend-ids": {{ 9820231, 12294967, 46911959, 47936560, 7881400, 11585414, 45934029, 18009898, 11594812, 13760171, 41894550, 13254896, 28025170, 20007524, 13027888 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-03-26") } ] }
+{ "id": 10206877, "id-copy": 10206877, "alias": "Tammie", "name": "TammieBerry", "user-since": datetime("2009-10-14T12:57:11.000"), "user-since-copy": datetime("2009-10-14T12:57:11.000"), "friend-ids": {{ 23748102, 37944735, 42193629, 11409119, 41246083, 35024235 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2008-05-21") } ] }
+{ "id": 10247557, "id-copy": 10247557, "alias": "Shanita", "name": "ShanitaReed", "user-since": datetime("2006-08-01T23:58:30.000"), "user-since-copy": datetime("2006-08-01T23:58:30.000"), "friend-ids": {{ 39665727, 7906210, 46234266, 15304695, 4362978, 43689749, 11688287, 11377882, 33955818, 29447417, 23667673, 7373357, 45056089, 34964516, 13871603, 41976105, 10661879, 11112019, 17797460 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2004-12-08"), "end-date": date("2005-04-04") } ] }
+{ "id": 10287028, "id-copy": 10287028, "alias": "Wilfred", "name": "WilfredChurchill", "user-since": datetime("2007-08-01T14:14:25.000"), "user-since-copy": datetime("2007-08-01T14:14:25.000"), "friend-ids": {{ 38355737, 39891840, 41036196, 39165706, 1155288, 15280633, 9744287, 11567914, 11225763, 2297894, 14386027, 67174, 28097703, 28721858, 6504409, 6743503, 22860419, 17773814, 34697084, 5419586, 45771084 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2002-08-08") } ] }
+{ "id": 10297336, "id-copy": 10297336, "alias": "Gayelord", "name": "GayelordCypret", "user-since": datetime("2005-09-28T10:01:31.000"), "user-since-copy": datetime("2005-09-28T10:01:31.000"), "friend-ids": {{ 43657472, 21189656, 43018991, 42333420, 27203617, 12389046, 44062328, 15441240, 31806533, 44999377, 30592890, 12304605, 6752099, 9488471, 5719065, 16290550, 23175098, 6432261 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-05-15") } ] }
+{ "id": 10305280, "id-copy": 10305280, "alias": "Isabella", "name": "IsabellaWilo", "user-since": datetime("2007-01-03T11:54:28.000"), "user-since-copy": datetime("2007-01-03T11:54:28.000"), "friend-ids": {{ 46537100, 26395353, 23044918 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2005-01-06") } ] }
+{ "id": 10317160, "id-copy": 10317160, "alias": "Maria", "name": "MariaHair", "user-since": datetime("2006-05-21T16:06:00.000"), "user-since-copy": datetime("2006-05-21T16:06:00.000"), "friend-ids": {{ 7063473, 43027344, 2119671, 39231388, 34041933, 5141408, 20278936 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2005-10-20") } ] }
+{ "id": 10318882, "id-copy": 10318882, "alias": "Skyler", "name": "SkylerConrad", "user-since": datetime("2007-03-04T08:56:54.000"), "user-since-copy": datetime("2007-03-04T08:56:54.000"), "friend-ids": {{ 4254240, 3778434, 23914534, 16376376, 39143316, 37229152, 32778982, 30182686, 13077652, 20439638, 34086734, 12101909, 47011547, 28666460, 31034524, 47508299, 17267782, 1260337, 43500601, 914291, 1786773 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2009-01-15") } ] }
+{ "id": 10338907, "id-copy": 10338907, "alias": "Leah", "name": "LeahStroble", "user-since": datetime("2010-12-07T08:23:00.000"), "user-since-copy": datetime("2010-12-07T08:23:00.000"), "friend-ids": {{ 25263375, 47112518, 47910837, 14446727, 35708710, 41365949, 8534511, 34992353, 1706302, 21380997, 47197876, 29441929, 4157771, 8674755, 14520863, 22041433, 47176591, 4072306, 47354501 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2003-03-25") } ] }
+{ "id": 10348309, "id-copy": 10348309, "alias": "Bernard", "name": "BernardAltman", "user-since": datetime("2010-09-23T09:08:33.000"), "user-since-copy": datetime("2010-09-23T09:08:33.000"), "friend-ids": {{ 7859503, 40438517, 7050233, 41735514, 8274833, 12496793, 41853402, 23751827, 23485505, 35520895, 17406459, 20238814, 42333149 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2007-07-27") } ] }
+{ "id": 10349656, "id-copy": 10349656, "alias": "Woodrow", "name": "WoodrowRichter", "user-since": datetime("2006-09-18T16:22:12.000"), "user-since-copy": datetime("2006-09-18T16:22:12.000"), "friend-ids": {{ 12344306, 36484394, 30889842, 47572749, 42102868, 22350773, 7166034, 16132372, 45197714, 34516830, 47108654, 4399888, 24401048, 32578065, 16593311, 33394001, 7356357, 29943304, 30866764, 11942891 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2003-11-18"), "end-date": date("2004-10-16") } ] }
+{ "id": 10357477, "id-copy": 10357477, "alias": "Rosy", "name": "RosyMitchell", "user-since": datetime("2005-08-13T13:44:24.000"), "user-since-copy": datetime("2005-08-13T13:44:24.000"), "friend-ids": {{ 13370964, 4479736, 44060098, 28936173, 42239651, 18380035, 17854869, 36485096, 7662833 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-05-12") } ] }
+{ "id": 10391077, "id-copy": 10391077, "alias": "Tracy", "name": "TracyHiles", "user-since": datetime("2005-11-19T21:08:51.000"), "user-since-copy": datetime("2005-11-19T21:08:51.000"), "friend-ids": {{ 27119048, 1983772, 38766385, 35631268, 14736954, 7586158, 45840742, 27211063, 33946244, 1590669, 22363833, 19668917, 12778790, 31993728, 4498870, 68121, 13591025, 13285639 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2012-07-12") } ] }
+{ "id": 10392898, "id-copy": 10392898, "alias": "Rodger", "name": "RodgerLear", "user-since": datetime("2010-03-05T20:39:12.000"), "user-since-copy": datetime("2010-03-05T20:39:12.000"), "friend-ids": {{ 23638180, 34355575, 28958329, 17287883, 46069191, 4055459, 36969931, 13059600, 6957015, 41374655, 44549230, 1943320, 39878243 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2002-12-22") } ] }
+{ "id": 10398562, "id-copy": 10398562, "alias": "Brendon", "name": "BrendonMaclagan", "user-since": datetime("2012-02-23T06:18:49.000"), "user-since-copy": datetime("2012-02-23T06:18:49.000"), "friend-ids": {{ 39206829, 37980663, 36889290, 9114653, 26448451, 15142055, 23349234, 11668644, 22072984, 2091972, 957976, 26110137, 20947598, 32127830, 35850034, 39029675, 21265582, 26725192, 13963111, 4392994, 37042547 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2001-09-21") } ] }
+{ "id": 10422310, "id-copy": 10422310, "alias": "Edmundo", "name": "EdmundoShaw", "user-since": datetime("2012-07-02T11:10:15.000"), "user-since-copy": datetime("2012-07-02T11:10:15.000"), "friend-ids": {{ 4235436, 16381036, 12579129, 43280339, 16455681, 28445764, 10796826, 28577255, 15173785, 47982248, 11990921, 2093558, 6244669, 4830927, 34859603, 22246754, 45142656 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2011-01-27") } ] }
+{ "id": 10423588, "id-copy": 10423588, "alias": "Shirlene", "name": "ShirleneRuch", "user-since": datetime("2006-04-09T05:52:24.000"), "user-since-copy": datetime("2006-04-09T05:52:24.000"), "friend-ids": {{ 15418780, 12724265, 27282306, 13592995, 24753166, 32824252, 40619106, 27563604, 12337625, 45387219, 27749581, 44912564, 37470078, 19663516 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2003-06-17") } ] }
+{ "id": 10453837, "id-copy": 10453837, "alias": "Leila", "name": "LeilaHunter", "user-since": datetime("2007-12-08T12:41:34.000"), "user-since-copy": datetime("2007-12-08T12:41:34.000"), "friend-ids": {{ 2310862, 19014920 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2011-02-06") } ] }
+{ "id": 10472248, "id-copy": 10472248, "alias": "Harry", "name": "HarryDugmore", "user-since": datetime("2012-02-18T05:46:12.000"), "user-since-copy": datetime("2012-02-18T05:46:12.000"), "friend-ids": {{ 30193978, 30762534, 24660208, 29628319, 30687391, 39795396, 33525293, 23739628, 28969085, 30275276, 3497701, 17091988, 15259527, 25164171, 34052417, 4318314, 1876063, 29984074, 3421436, 16610126 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2012-01-19"), "end-date": date("2012-01-02") } ] }
+{ "id": 10484578, "id-copy": 10484578, "alias": "Troy", "name": "TroyWheeler", "user-since": datetime("2006-12-19T11:23:18.000"), "user-since-copy": datetime("2006-12-19T11:23:18.000"), "friend-ids": {{ 13536585, 23059550, 16602050, 12025612, 25014410, 13465266 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2011-10-23") } ] }
+{ "id": 10501429, "id-copy": 10501429, "alias": "Danielle", "name": "DanielleYoung", "user-since": datetime("2010-04-24T05:46:06.000"), "user-since-copy": datetime("2010-04-24T05:46:06.000"), "friend-ids": {{ 7960737, 27505427 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2002-07-27"), "end-date": date("2004-07-28") } ] }
+{ "id": 10505419, "id-copy": 10505419, "alias": "Anderson", "name": "AndersonSoames", "user-since": datetime("2009-04-01T01:24:07.000"), "user-since-copy": datetime("2009-04-01T01:24:07.000"), "friend-ids": {{ 25420744, 34012676, 8558565, 45471514, 12117008, 35275, 4952379, 46480100, 29394067, 15504329, 18153717, 8476606, 19867236, 35743164, 38523474, 6479207, 31151752, 19687338, 5379846, 32574974, 26920356 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2005-08-01") } ] }
+{ "id": 10508467, "id-copy": 10508467, "alias": "Quincey", "name": "QuinceyKettlewell", "user-since": datetime("2009-11-08T14:09:57.000"), "user-since-copy": datetime("2009-11-08T14:09:57.000"), "friend-ids": {{ 16037923, 33757766, 22829568, 34589661, 10645853, 43124745, 41785968, 27704416, 42381402, 11993654, 31993782, 37761743, 15571469, 33326934, 22719288, 18321279, 19252211, 42927515, 22390312, 37655021, 37511969, 47740024, 1015876 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2009-02-24") } ] }
+{ "id": 10529809, "id-copy": 10529809, "alias": "Aric", "name": "AricLauffer", "user-since": datetime("2007-05-18T09:08:29.000"), "user-since-copy": datetime("2007-05-18T09:08:29.000"), "friend-ids": {{ 36647795, 13183862, 5313167, 36450019, 46412788, 47789981, 4012027, 35872968, 3903895 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2011-09-22") } ] }
+{ "id": 10541299, "id-copy": 10541299, "alias": "Derrick", "name": "DerrickLarson", "user-since": datetime("2009-09-04T09:42:12.000"), "user-since-copy": datetime("2009-09-04T09:42:12.000"), "friend-ids": {{ 39544341, 9620318, 40218798, 34927427, 28533075, 44505091, 29066144, 31724565, 46052997, 3011652, 24709291, 24805644, 41125094, 14186985, 24967210, 32420881, 31162758, 2356654, 11854218, 47933360, 9668743, 26801113 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2000-11-25") } ] }
+{ "id": 10547020, "id-copy": 10547020, "alias": "Reita", "name": "ReitaBlunt", "user-since": datetime("2006-01-18T16:51:49.000"), "user-since-copy": datetime("2006-01-18T16:51:49.000"), "friend-ids": {{ 34373903, 36464697, 37171525, 19138424, 24675436, 16269152, 43940985, 2735762, 32760257, 42561749, 45516984, 39110107, 21610913, 1805884, 3342035, 40703512, 11665984, 29345992, 41497492, 30054924, 18098215 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-12-01") } ] }
+{ "id": 10548142, "id-copy": 10548142, "alias": "Dannie", "name": "DannieTillson", "user-since": datetime("2007-03-07T04:57:23.000"), "user-since-copy": datetime("2007-03-07T04:57:23.000"), "friend-ids": {{ 37443492, 21615683, 5655492, 24162015, 46418787, 46328489, 26669127, 38324141 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2012-01-03") } ] }
+{ "id": 10554112, "id-copy": 10554112, "alias": "Virgil", "name": "VirgilBickerson", "user-since": datetime("2006-03-14T07:07:42.000"), "user-since-copy": datetime("2006-03-14T07:07:42.000"), "friend-ids": {{ 21584501, 3506050, 31062036, 20425233, 6548274, 12613206, 16607156 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2004-08-25"), "end-date": date("2006-11-11") } ] }
+{ "id": 10561624, "id-copy": 10561624, "alias": "Marielle", "name": "MarielleBrandenburg", "user-since": datetime("2005-07-17T10:28:02.000"), "user-since-copy": datetime("2005-07-17T10:28:02.000"), "friend-ids": {{ 1231477, 14598987 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2000-03-06"), "end-date": date("2005-09-25") } ] }
+{ "id": 10579345, "id-copy": 10579345, "alias": "Rexana", "name": "RexanaSchaeffer", "user-since": datetime("2006-01-20T15:37:57.000"), "user-since-copy": datetime("2006-01-20T15:37:57.000"), "friend-ids": {{ 20070497, 44547094, 38571608, 30731404, 7825730, 8433351, 25090042, 38943273, 3599029, 28517891, 17427828, 6853394, 32856065, 46627870, 43885788 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-01-22") } ] }
+{ "id": 10580422, "id-copy": 10580422, "alias": "Travers", "name": "TraversSadley", "user-since": datetime("2011-02-09T08:22:49.000"), "user-since-copy": datetime("2011-02-09T08:22:49.000"), "friend-ids": {{ 36067992, 8651663, 43180149, 732576, 35709545, 30999437 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2009-05-27") } ] }
+{ "id": 10585294, "id-copy": 10585294, "alias": "Bryan", "name": "BryanEliza", "user-since": datetime("2005-02-03T16:20:19.000"), "user-since-copy": datetime("2005-02-03T16:20:19.000"), "friend-ids": {{ 6407647, 24838863, 45997254, 42728806, 37001718, 46932382 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-03-15"), "end-date": date("2008-04-24") } ] }
+{ "id": 10587655, "id-copy": 10587655, "alias": "Del", "name": "DelLester", "user-since": datetime("2006-04-22T06:14:51.000"), "user-since-copy": datetime("2006-04-22T06:14:51.000"), "friend-ids": {{ 41382268, 41043817, 37053482, 27889226, 5182442, 46241085, 39510378, 25972421, 6234359, 2782513, 27042023, 20476198 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2001-10-18") } ] }
+{ "id": 10591498, "id-copy": 10591498, "alias": "Mick", "name": "MickVeith", "user-since": datetime("2006-02-21T06:58:53.000"), "user-since-copy": datetime("2006-02-21T06:58:53.000"), "friend-ids": {{ 33872347, 40692511, 18563650 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2011-08-07"), "end-date": date("2011-01-10") } ] }
+{ "id": 10595164, "id-copy": 10595164, "alias": "Jerome", "name": "JeromeLacon", "user-since": datetime("2009-09-24T09:47:36.000"), "user-since-copy": datetime("2009-09-24T09:47:36.000"), "friend-ids": {{ 31538601 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-07-26") } ] }
+{ "id": 10601758, "id-copy": 10601758, "alias": "Blossom", "name": "BlossomClark", "user-since": datetime("2011-08-16T23:44:16.000"), "user-since-copy": datetime("2011-08-16T23:44:16.000"), "friend-ids": {{ 22624576, 6945784, 47816004, 8072206, 23953052, 22668193, 8668574, 2269602, 39137309, 38996903, 23516086, 31166264, 28322741, 46296094, 36547681, 7287738, 15727604, 13556387, 2624138 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-10-15"), "end-date": date("2008-07-17") } ] }
+{ "id": 10610356, "id-copy": 10610356, "alias": "Jason", "name": "JasonGearhart", "user-since": datetime("2010-03-05T22:57:20.000"), "user-since-copy": datetime("2010-03-05T22:57:20.000"), "friend-ids": {{ 6967239, 47468231, 29517365, 9206260 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-03-16"), "end-date": date("2012-06-19") } ] }
+{ "id": 10624381, "id-copy": 10624381, "alias": "Ryana", "name": "RyanaKimmons", "user-since": datetime("2007-09-04T15:42:08.000"), "user-since-copy": datetime("2007-09-04T15:42:08.000"), "friend-ids": {{ 36219003, 5135252, 24653726, 4767631, 21595268, 4154414, 31857818, 9711256, 20793102, 14509650 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2006-06-21") } ] }
+{ "id": 10635319, "id-copy": 10635319, "alias": "Rusty", "name": "RustyStange", "user-since": datetime("2010-08-17T17:30:37.000"), "user-since-copy": datetime("2010-08-17T17:30:37.000"), "friend-ids": {{ 28180565, 25608756 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2006-07-07") } ] }
+{ "id": 10658977, "id-copy": 10658977, "alias": "Danny", "name": "DannyBailey", "user-since": datetime("2006-12-12T12:28:17.000"), "user-since-copy": datetime("2006-12-12T12:28:17.000"), "friend-ids": {{ 27744791, 5839976, 37243832, 42061553, 15660549, 26723434, 25864049, 8038100, 47690286, 29206337, 6169296, 1933137, 6500848, 45632949, 6329147, 15602171, 13477556, 25033716, 9515038, 4081408, 42840830 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2009-12-14"), "end-date": date("2009-03-11") } ] }
+{ "id": 10671115, "id-copy": 10671115, "alias": "Montague", "name": "MontagueLangston", "user-since": datetime("2007-09-20T00:32:15.000"), "user-since-copy": datetime("2007-09-20T00:32:15.000"), "friend-ids": {{ 18236000, 47490167, 40246549, 25232933, 22604487, 36974958, 44747862, 2137180, 39244601, 39608406, 23319330, 21166788, 21726220, 12703943, 36564459, 8379538, 43010567, 24538004, 173522, 6132291, 21199763, 26285128, 2350066 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2001-01-07") } ] }
+{ "id": 10678567, "id-copy": 10678567, "alias": "Detta", "name": "DettaIronmonger", "user-since": datetime("2006-05-01T08:52:26.000"), "user-since-copy": datetime("2006-05-01T08:52:26.000"), "friend-ids": {{ 11098679, 15763619, 12715761, 10175990, 43581466, 4595173, 17163835, 44918467, 38256765, 13239047, 25476309, 9075112, 19581524, 46478013, 24168854, 34121818, 25604978, 21114089 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2007-06-08") } ] }
+{ "id": 10690066, "id-copy": 10690066, "alias": "Abraham", "name": "AbrahamWardle", "user-since": datetime("2006-04-08T20:27:10.000"), "user-since-copy": datetime("2006-04-08T20:27:10.000"), "friend-ids": {{ 18105973, 39839261, 27532181, 2565949, 37077592, 28929530 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2005-06-03"), "end-date": date("2006-12-02") } ] }
+{ "id": 10701727, "id-copy": 10701727, "alias": "Paulita", "name": "PaulitaHays", "user-since": datetime("2009-11-15T15:25:08.000"), "user-since-copy": datetime("2009-11-15T15:25:08.000"), "friend-ids": {{ 31869253, 13336594, 19116516, 30920596 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2001-12-10") } ] }
+{ "id": 10708477, "id-copy": 10708477, "alias": "Zacharias", "name": "ZachariasRandolph", "user-since": datetime("2008-07-13T16:12:33.000"), "user-since-copy": datetime("2008-07-13T16:12:33.000"), "friend-ids": {{ 18251027, 47694844, 25569678, 33130234, 7351010, 32617025, 40619749, 28576965, 34970660, 34320919, 17056847, 46007935, 244756, 3130710, 5218614, 6968874, 19440356, 448790, 3336700, 44725864, 24738046, 6159443, 14380294, 20289778 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2007-09-09") } ] }
+{ "id": 10721059, "id-copy": 10721059, "alias": "Amandine", "name": "AmandineRockwell", "user-since": datetime("2008-09-24T21:50:39.000"), "user-since-copy": datetime("2008-09-24T21:50:39.000"), "friend-ids": {{ 10360854, 15197739, 28812340, 12172446, 9354363, 23580760, 6364957, 20048548 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2003-12-06") } ] }
+{ "id": 10733305, "id-copy": 10733305, "alias": "Dakota", "name": "DakotaSmith", "user-since": datetime("2009-11-17T19:52:42.000"), "user-since-copy": datetime("2009-11-17T19:52:42.000"), "friend-ids": {{ 21984282, 14492326, 18724474, 17361116, 26773641, 32118673, 8295454, 6804824 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2007-05-28") } ] }
+{ "id": 10733617, "id-copy": 10733617, "alias": "Leonardo", "name": "LeonardoKight", "user-since": datetime("2008-10-20T17:30:29.000"), "user-since-copy": datetime("2008-10-20T17:30:29.000"), "friend-ids": {{ 39687903, 7235506, 34696496, 25995345, 18435380, 47473591, 15710408, 44232442, 39520147, 36384026, 25160887, 245860, 1195579, 4587411, 536916, 47052672, 33953823, 13203710 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2007-07-12"), "end-date": date("2010-03-16") } ] }
+{ "id": 10738477, "id-copy": 10738477, "alias": "Kenith", "name": "KenithLeichter", "user-since": datetime("2012-07-10T15:21:51.000"), "user-since-copy": datetime("2012-07-10T15:21:51.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2006-07-28"), "end-date": date("2009-06-03") } ] }
+{ "id": 10742182, "id-copy": 10742182, "alias": "Tel", "name": "TelBowchiew", "user-since": datetime("2009-09-23T02:51:14.000"), "user-since-copy": datetime("2009-09-23T02:51:14.000"), "friend-ids": {{ 17515416, 42010238, 23580669, 26008148, 35744494 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2006-10-05"), "end-date": date("2007-05-26") } ] }
+{ "id": 10745200, "id-copy": 10745200, "alias": "Kaety", "name": "KaetyOppenheimer", "user-since": datetime("2008-11-21T08:11:11.000"), "user-since-copy": datetime("2008-11-21T08:11:11.000"), "friend-ids": {{ 32006369, 4542624, 28242708, 20936957, 11063561, 31392192, 34444041, 754368, 37317926 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-06-07") } ] }
+{ "id": 10745974, "id-copy": 10745974, "alias": "Gavin", "name": "GavinWard", "user-since": datetime("2008-11-23T02:59:13.000"), "user-since-copy": datetime("2008-11-23T02:59:13.000"), "friend-ids": {{ 45290227, 46308273, 4478698, 27613190, 34907694, 36182643 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-01-01"), "end-date": date("2011-01-17") } ] }
+{ "id": 10751260, "id-copy": 10751260, "alias": "Chrysanta", "name": "ChrysantaSanforth", "user-since": datetime("2009-06-02T12:54:32.000"), "user-since-copy": datetime("2009-06-02T12:54:32.000"), "friend-ids": {{ 6064707, 44017707, 22957433, 38426343, 24694205, 1061085, 24827089, 12192854, 40718843 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2011-01-19"), "end-date": date("2011-10-02") } ] }
+{ "id": 10767553, "id-copy": 10767553, "alias": "Titty", "name": "TittyCross", "user-since": datetime("2009-02-08T11:38:56.000"), "user-since-copy": datetime("2009-02-08T11:38:56.000"), "friend-ids": {{ 10869392, 39422025, 23051606, 43241994, 6257807, 37258783, 26946341, 33120713, 6481181, 13410766, 34576024, 42401239, 28793792, 37331232, 5979767 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2000-12-26"), "end-date": date("2006-01-17") } ] }
+{ "id": 10777441, "id-copy": 10777441, "alias": "Rosaline", "name": "RosalineFaast", "user-since": datetime("2005-05-23T08:24:59.000"), "user-since-copy": datetime("2005-05-23T08:24:59.000"), "friend-ids": {{ 25088415, 36453219, 42450810, 6845863, 23568088, 34305276, 28849557, 41593223, 18542045, 37652004, 9159129, 42079452 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-01-04") } ] }
+{ "id": 10786129, "id-copy": 10786129, "alias": "Ardelle", "name": "ArdelleHoopengarner", "user-since": datetime("2012-05-27T08:36:37.000"), "user-since-copy": datetime("2012-05-27T08:36:37.000"), "friend-ids": {{ 44854493, 13697746, 8918104, 22353878, 46059542, 23393155, 37374548, 1531344, 31554501, 30390740, 10076243, 19028830, 46174212, 4991316, 30988902, 6717568 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-03-08") } ] }
+{ "id": 10789207, "id-copy": 10789207, "alias": "Lucinda", "name": "LucindaFillmore", "user-since": datetime("2009-11-13T18:35:41.000"), "user-since-copy": datetime("2009-11-13T18:35:41.000"), "friend-ids": {{ 10917581, 24902161, 29393856, 35293349, 31477965, 44139676, 18083704, 46487557 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2005-11-04") } ] }
+{ "id": 10808932, "id-copy": 10808932, "alias": "Sharita", "name": "SharitaGregory", "user-since": datetime("2006-09-17T04:48:23.000"), "user-since-copy": datetime("2006-09-17T04:48:23.000"), "friend-ids": {{ 41622567, 16559791, 6346693, 18540237, 14753253, 23252825, 17163196, 46962665, 26442426, 14344279, 17332246, 36154890, 22814241, 22709064, 32887290, 42853122, 23782934, 27425228, 22941847 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2008-06-08"), "end-date": date("2011-01-28") } ] }
+{ "id": 10809322, "id-copy": 10809322, "alias": "Alden", "name": "AldenHiggens", "user-since": datetime("2011-02-06T01:31:58.000"), "user-since-copy": datetime("2011-02-06T01:31:58.000"), "friend-ids": {{ 44750450, 24564153, 42513064, 33316253, 21036452, 27132567, 29231674, 18040424, 36564417, 17474605, 14126628, 18988855, 35594147, 35685289, 40967850 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2002-09-26") } ] }
+{ "id": 10811875, "id-copy": 10811875, "alias": "Giovanni", "name": "GiovanniWarner", "user-since": datetime("2009-05-28T04:20:11.000"), "user-since-copy": datetime("2009-05-28T04:20:11.000"), "friend-ids": {{ 8005226, 21432611, 4037183, 40486007, 40666777, 24385549, 3686021, 12188144, 33646224, 46365125, 44351069, 34408172, 35904411, 4322876, 18767645, 10007322 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2005-07-18"), "end-date": date("2011-10-24") } ] }
+{ "id": 10832305, "id-copy": 10832305, "alias": "Briony", "name": "BrionyBaldwin", "user-since": datetime("2011-03-03T22:00:38.000"), "user-since-copy": datetime("2011-03-03T22:00:38.000"), "friend-ids": {{ 20436897, 36519715, 35325917, 31686319, 2644929, 3401668, 39344422, 18601722, 40274111, 30032679, 9312830, 5581755, 41164101, 35883066, 8274432, 4315219, 26200418, 43810182, 44718149, 6387153, 43086214, 39558538, 36036905, 25715671 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2007-01-21"), "end-date": date("2008-02-25") } ] }
+{ "id": 10833472, "id-copy": 10833472, "alias": "Monica", "name": "MonicaRyals", "user-since": datetime("2009-02-14T18:52:57.000"), "user-since-copy": datetime("2009-02-14T18:52:57.000"), "friend-ids": {{ 34417058, 24053823, 28067368, 16205470, 24168710, 9064471 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2003-12-03"), "end-date": date("2006-03-07") } ] }
+{ "id": 10840990, "id-copy": 10840990, "alias": "Libby", "name": "LibbyHayhurst", "user-since": datetime("2009-10-28T22:52:04.000"), "user-since-copy": datetime("2009-10-28T22:52:04.000"), "friend-ids": {{ 32146321, 47850956, 42432761, 28856789, 18595962, 23408710, 37015546 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2003-01-20") } ] }
+{ "id": 10867624, "id-copy": 10867624, "alias": "Fredric", "name": "FredricKimmons", "user-since": datetime("2005-05-14T23:08:00.000"), "user-since-copy": datetime("2005-05-14T23:08:00.000"), "friend-ids": {{ 25574899, 26822046, 3408550, 40738004, 3813112, 33045116, 9229839, 28557630, 36781441, 23585776 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2010-02-25"), "end-date": date("2011-07-06") } ] }
+{ "id": 10868761, "id-copy": 10868761, "alias": "Peronel", "name": "PeronelGongaware", "user-since": datetime("2010-01-25T14:26:30.000"), "user-since-copy": datetime("2010-01-25T14:26:30.000"), "friend-ids": {{ 28271989, 41567995, 31926358, 16420360, 15775849, 44023747, 39099521, 4517209, 39890594, 39784644, 43247769, 25427216, 46426794, 37704581, 46477208, 3213706 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2011-12-16") } ] }
+{ "id": 10869727, "id-copy": 10869727, "alias": "Jacquetta", "name": "JacquettaMaugham", "user-since": datetime("2010-07-11T22:43:19.000"), "user-since-copy": datetime("2010-07-11T22:43:19.000"), "friend-ids": {{ 36109878, 46889968, 19648550, 14051620, 14645938, 14933447, 33880415 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2002-12-09") } ] }
+{ "id": 10874791, "id-copy": 10874791, "alias": "Haydee", "name": "HaydeeGarratt", "user-since": datetime("2007-04-14T00:19:00.000"), "user-since-copy": datetime("2007-04-14T00:19:00.000"), "friend-ids": {{ 12247794, 10306863, 33161811, 43877113, 37745696 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2008-03-07"), "end-date": date("2011-12-27") } ] }
+{ "id": 10894411, "id-copy": 10894411, "alias": "Lacy", "name": "LacyShaw", "user-since": datetime("2006-04-06T00:11:24.000"), "user-since-copy": datetime("2006-04-06T00:11:24.000"), "friend-ids": {{ 4203591, 28370134, 5239468, 12951448, 39355113, 9126812, 5662652, 4633221, 11954172, 33269236, 11545355, 14018236, 21980886, 34750979, 22877356 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-04-12") } ] }
+{ "id": 10911220, "id-copy": 10911220, "alias": "Laurice", "name": "LauriceDuncan", "user-since": datetime("2008-08-05T15:55:34.000"), "user-since-copy": datetime("2008-08-05T15:55:34.000"), "friend-ids": {{ 212109 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2001-02-03") } ] }
+{ "id": 10911274, "id-copy": 10911274, "alias": "Bridgette", "name": "BridgetteBenford", "user-since": datetime("2007-02-15T06:18:45.000"), "user-since-copy": datetime("2007-02-15T06:18:45.000"), "friend-ids": {{ 10909520, 14433605 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2012-01-14") } ] }
+{ "id": 10915261, "id-copy": 10915261, "alias": "Lyle", "name": "LyleMuller", "user-since": datetime("2010-10-16T16:36:46.000"), "user-since-copy": datetime("2010-10-16T16:36:46.000"), "friend-ids": {{ 28409003, 7495999, 10776059, 23825626, 44321306, 15679301, 36736470, 24070644, 14041140, 4784196, 19462533, 47300197, 33544003 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-09-25") } ] }
+{ "id": 10925071, "id-copy": 10925071, "alias": "Gil", "name": "GilFocell", "user-since": datetime("2005-11-08T20:28:01.000"), "user-since-copy": datetime("2005-11-08T20:28:01.000"), "friend-ids": {{ 9416716, 42743353, 43396785, 44271346, 32924780, 44752785, 19741326, 39315503, 25154503, 29170056, 15457515, 14764269, 47861907, 15230067, 15326613, 6336542, 44127013, 1048087, 34624221, 19951452, 12778135 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2009-01-07") } ] }
+{ "id": 10936273, "id-copy": 10936273, "alias": "Hans", "name": "HansMench", "user-since": datetime("2008-08-08T12:00:48.000"), "user-since-copy": datetime("2008-08-08T12:00:48.000"), "friend-ids": {{ 36800139 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2005-04-15"), "end-date": date("2009-08-05") } ] }
+{ "id": 10937893, "id-copy": 10937893, "alias": "Katheleen", "name": "KatheleenEisenmann", "user-since": datetime("2012-06-17T05:15:08.000"), "user-since-copy": datetime("2012-06-17T05:15:08.000"), "friend-ids": {{ 30129247, 865896, 35091601, 19852276, 43238329, 46057691, 30405091, 3723169, 6577863, 12648596, 34726408, 19178848, 18365491, 28604299, 29242262, 12826786, 19046213, 23320700, 9318080, 35996590, 24812162, 9639554, 33615920, 6507511 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2006-07-26") } ] }
+{ "id": 10940377, "id-copy": 10940377, "alias": "Lory", "name": "LoryElless", "user-since": datetime("2011-03-21T19:07:17.000"), "user-since-copy": datetime("2011-03-21T19:07:17.000"), "friend-ids": {{ 38950352, 10596357, 43176277, 27274342, 27082326 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2007-04-19") } ] }
+{ "id": 10948003, "id-copy": 10948003, "alias": "August", "name": "AugustHatch", "user-since": datetime("2006-04-11T03:32:56.000"), "user-since-copy": datetime("2006-04-11T03:32:56.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2008-12-16"), "end-date": date("2009-01-21") } ] }
+{ "id": 10968562, "id-copy": 10968562, "alias": "Fox", "name": "FoxBillimek", "user-since": datetime("2012-03-24T07:32:17.000"), "user-since-copy": datetime("2012-03-24T07:32:17.000"), "friend-ids": {{ 8459327, 11505750, 30952882, 30467951, 6329439, 33947538, 19579432, 25135787, 41391398, 32456626, 6310287, 31211659 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2009-01-17") } ] }
+{ "id": 11016043, "id-copy": 11016043, "alias": "Ellis", "name": "EllisVorrasi", "user-since": datetime("2009-08-26T16:43:17.000"), "user-since-copy": datetime("2009-08-26T16:43:17.000"), "friend-ids": {{ 41000811, 12639978, 14487796, 39651858, 40189282, 7834125, 44416511, 28673665 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2008-01-21"), "end-date": date("2008-04-26") } ] }
+{ "id": 11027953, "id-copy": 11027953, "alias": "Angelika", "name": "AngelikaSanner", "user-since": datetime("2010-10-07T04:25:19.000"), "user-since-copy": datetime("2010-10-07T04:25:19.000"), "friend-ids": {{ 42662440, 6358862, 21758734, 28882210, 28157558, 39027509, 19068795, 45387055, 34737892, 32277859, 44713546, 24617807, 31067294, 12307376, 28568916, 31114183, 13997610, 15405045, 33587810, 32517419, 13452101, 8309328 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2006-02-25") } ] }
+{ "id": 11052748, "id-copy": 11052748, "alias": "Andriana", "name": "AndrianaYonkie", "user-since": datetime("2005-05-08T19:49:03.000"), "user-since-copy": datetime("2005-05-08T19:49:03.000"), "friend-ids": {{ 24372868, 41932219, 14088659, 33215970, 34384197, 16343164, 24230672, 20937997, 23129922, 33184913, 25421373, 12081379, 289577, 19330874, 31625333, 34885607, 34353478, 17694263, 34819024, 44837603 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2003-06-16"), "end-date": date("2008-02-15") } ] }
+{ "id": 11062330, "id-copy": 11062330, "alias": "Derick", "name": "DerickPennington", "user-since": datetime("2008-04-15T11:59:52.000"), "user-since-copy": datetime("2008-04-15T11:59:52.000"), "friend-ids": {{ 26471368, 22445928, 13709179, 16677606, 45234923, 5601330, 16510085, 27673980, 24365707, 42647605, 20473849, 40448252, 37480913, 38532114, 11022656, 799537, 38469920, 1291033, 31503804, 29154535, 5506108, 24609403, 35535409, 44197253 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-09-23") } ] }
+{ "id": 11066710, "id-copy": 11066710, "alias": "Caryl", "name": "CarylMaugham", "user-since": datetime("2007-02-10T03:38:03.000"), "user-since-copy": datetime("2007-02-10T03:38:03.000"), "friend-ids": {{ 41776362, 7370825, 35851510, 23733011, 27617379, 39377372, 3043067, 22122576, 11996852, 20708849, 40772627, 20108470, 4141780, 3724555, 31849764, 7347633 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2001-10-15") } ] }
+{ "id": 11087224, "id-copy": 11087224, "alias": "Zola", "name": "ZolaKnisely", "user-since": datetime("2005-11-18T05:30:00.000"), "user-since-copy": datetime("2005-11-18T05:30:00.000"), "friend-ids": {{ 6324130, 38065951, 14950455, 27869167, 32957819, 11157656, 10411400, 18072233, 35246039, 35345326, 23217009, 13495953, 18987122 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-05-04") } ] }
+{ "id": 11087839, "id-copy": 11087839, "alias": "Manfred", "name": "ManfredEdwards", "user-since": datetime("2009-10-01T09:12:15.000"), "user-since-copy": datetime("2009-10-01T09:12:15.000"), "friend-ids": {{ 7828089 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-07-25") } ] }
+{ "id": 11111890, "id-copy": 11111890, "alias": "Geordie", "name": "GeordieGraff", "user-since": datetime("2006-02-12T04:30:44.000"), "user-since-copy": datetime("2006-02-12T04:30:44.000"), "friend-ids": {{ 12852237, 10391003, 37679153, 6620205, 25381043, 19805548, 4534765, 11626709, 47369482, 15045527, 25177819, 15113002, 39634176, 40637870, 47662386, 8045236 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2005-06-18") } ] }
+{ "id": 11116594, "id-copy": 11116594, "alias": "Norwood", "name": "NorwoodErrett", "user-since": datetime("2008-10-04T16:36:27.000"), "user-since-copy": datetime("2008-10-04T16:36:27.000"), "friend-ids": {{ 30996403, 30788997, 22512789, 35425088, 12096858, 21391496, 41281428, 15854003, 47041757, 31205204, 36849089, 43015828, 27098245, 46735331, 9520980, 34482257, 36898055, 8962397 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2002-05-20") } ] }
+{ "id": 11117371, "id-copy": 11117371, "alias": "Jules", "name": "JulesRichardson", "user-since": datetime("2009-12-06T06:21:58.000"), "user-since-copy": datetime("2009-12-06T06:21:58.000"), "friend-ids": {{ 75701, 18653454, 5088871, 20583891, 46460448, 19742484, 2433030, 30869605, 9273775, 6556358 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2001-09-17"), "end-date": date("2006-06-05") } ] }
+{ "id": 11136910, "id-copy": 11136910, "alias": "Karl", "name": "KarlGarratt", "user-since": datetime("2006-12-22T01:58:50.000"), "user-since-copy": datetime("2006-12-22T01:58:50.000"), "friend-ids": {{ 753124, 31382435, 30698735, 25951267, 27027532, 34551403, 9451765, 37517863, 3719825, 37613952, 18670991, 39783690, 6592095, 27477830, 31739951, 24458195, 12317249 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-05-11") } ] }
+{ "id": 11147392, "id-copy": 11147392, "alias": "Sarina", "name": "SarinaFlickinger", "user-since": datetime("2011-09-26T12:41:56.000"), "user-since-copy": datetime("2011-09-26T12:41:56.000"), "friend-ids": {{ 17776087, 9254087, 14735666, 31097664, 36421253, 12595115, 40366588, 9491701, 29725314, 38852857, 46206259, 39281843, 36268114, 29939350, 804107, 36307361, 30999436, 47369074, 3820973, 46362092, 36413930, 8807546, 30260636, 15069463 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2005-03-15") } ] }
+{ "id": 11155816, "id-copy": 11155816, "alias": "Titty", "name": "TittyOneal", "user-since": datetime("2009-06-01T06:21:44.000"), "user-since-copy": datetime("2009-06-01T06:21:44.000"), "friend-ids": {{ 37016026, 32220220, 47720886, 10358045, 7678433, 22148913, 18800507, 17043803, 29852152, 11426875, 44761613, 32002053, 14686180, 26744098, 34991446, 38818677, 24977770 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2012-05-11"), "end-date": date("2012-05-08") } ] }
+{ "id": 11214976, "id-copy": 11214976, "alias": "Maxwell", "name": "MaxwellBailey", "user-since": datetime("2005-11-25T15:01:26.000"), "user-since-copy": datetime("2005-11-25T15:01:26.000"), "friend-ids": {{ 22027101, 5782023, 46909646, 27593651, 31079804, 31989634, 7337526, 34757530, 32792041 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2011-04-04") } ] }
+{ "id": 11241523, "id-copy": 11241523, "alias": "Gareth", "name": "GarethFylbrigg", "user-since": datetime("2011-01-05T16:02:25.000"), "user-since-copy": datetime("2011-01-05T16:02:25.000"), "friend-ids": {{ 45629812, 20113715, 13556523, 29410246, 37849964, 33688575, 35713924, 21492453, 32324177, 5765413, 4491937, 1592640, 2809253, 45152094, 36330032, 25347157, 199553, 16471761, 16621535, 20674800, 42682300, 11354218, 4830164 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2005-10-27"), "end-date": date("2005-12-10") } ] }
+{ "id": 11244283, "id-copy": 11244283, "alias": "Erica", "name": "EricaTilton", "user-since": datetime("2005-12-10T16:37:41.000"), "user-since-copy": datetime("2005-12-10T16:37:41.000"), "friend-ids": {{ 9476551, 22631836, 44127713, 32391437, 19413944, 4263930, 17603111, 24077268, 31120069, 30869992, 6040985, 3918705, 17640663, 22515182 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2002-02-05"), "end-date": date("2003-07-03") } ] }
+{ "id": 11246161, "id-copy": 11246161, "alias": "Jemima", "name": "JemimaJube", "user-since": datetime("2009-10-13T13:44:48.000"), "user-since-copy": datetime("2009-10-13T13:44:48.000"), "friend-ids": {{ 35264732, 26686176, 37947249, 9511009, 20544975, 21318354, 2417039, 15051823, 23702057, 34446389, 15435804, 42646090, 14791709 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2012-02-26") } ] }
+{ "id": 11253043, "id-copy": 11253043, "alias": "Joye", "name": "JoyeGadow", "user-since": datetime("2005-10-03T17:22:30.000"), "user-since-copy": datetime("2005-10-03T17:22:30.000"), "friend-ids": {{ 24978234, 7896483, 14560795, 18402417, 16619973, 5852675, 29679362, 19344221, 33721635, 14137068, 30581619, 9715250, 10966922, 24167091, 36509340 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2011-01-08"), "end-date": date("2011-08-10") } ] }
+{ "id": 11270020, "id-copy": 11270020, "alias": "Ursula", "name": "UrsulaSauter", "user-since": datetime("2006-09-17T06:18:31.000"), "user-since-copy": datetime("2006-09-17T06:18:31.000"), "friend-ids": {{ 13370394, 5537385, 6651824, 27208272, 3304500, 26518061, 44906267, 27803333, 8618582, 22074752, 20865682, 15343007 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2006-08-01") } ] }
+{ "id": 11271517, "id-copy": 11271517, "alias": "Amaryllis", "name": "AmaryllisNewlove", "user-since": datetime("2009-06-10T04:18:11.000"), "user-since-copy": datetime("2009-06-10T04:18:11.000"), "friend-ids": {{ 6594489, 17958014, 4087759, 38993546, 1741537, 8374107, 30133658, 33873746 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2004-12-21"), "end-date": date("2011-08-19") } ] }
+{ "id": 11273587, "id-copy": 11273587, "alias": "Timmy", "name": "TimmyBishop", "user-since": datetime("2011-11-08T13:46:03.000"), "user-since-copy": datetime("2011-11-08T13:46:03.000"), "friend-ids": {{ 42987870, 44400071, 27388256, 10579275, 12546323, 23276512, 382419, 4466999, 8068553, 33814105, 14872828, 35038629, 43462816, 44037440 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2001-08-08") } ] }
+{ "id": 11276305, "id-copy": 11276305, "alias": "Salome", "name": "SalomeGongaware", "user-since": datetime("2007-06-05T10:15:14.000"), "user-since-copy": datetime("2007-06-05T10:15:14.000"), "friend-ids": {{ 17354378, 35576200, 42905756, 44408264, 45572153, 18424890, 39234162, 42837501, 38464194, 45237502, 30396078, 16316605, 32231800, 35417394, 32796520, 13885091, 31520983, 4624403, 18144193, 45707906, 8211336, 2864876 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2002-03-16") } ] }
+{ "id": 11290870, "id-copy": 11290870, "alias": "Lanford", "name": "LanfordOsteen", "user-since": datetime("2009-03-04T15:04:12.000"), "user-since-copy": datetime("2009-03-04T15:04:12.000"), "friend-ids": {{ 4397941, 36140649, 12796618, 18235191, 8810154, 10521988, 6580979, 29578654, 46083953, 30113784, 25952539 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2009-08-06") } ] }
+{ "id": 11307037, "id-copy": 11307037, "alias": "Brett", "name": "BrettLeichter", "user-since": datetime("2011-02-24T01:38:23.000"), "user-since-copy": datetime("2011-02-24T01:38:23.000"), "friend-ids": {{ 16273758, 36959770, 26721660 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2011-11-23") } ] }
+{ "id": 11327029, "id-copy": 11327029, "alias": "Mallory", "name": "MalloryHughes", "user-since": datetime("2007-08-06T22:11:46.000"), "user-since-copy": datetime("2007-08-06T22:11:46.000"), "friend-ids": {{ 38924183, 22042572, 21014848, 46309217, 1120998, 19755064, 4413438, 38855205, 17626985, 5727472, 1293238 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2006-02-28"), "end-date": date("2006-08-24") } ] }
+{ "id": 11341747, "id-copy": 11341747, "alias": "Margaux", "name": "MargauxBynum", "user-since": datetime("2009-01-16T19:54:27.000"), "user-since-copy": datetime("2009-01-16T19:54:27.000"), "friend-ids": {{ 27056110, 1770280, 17190314, 18164827, 32684926, 32410281, 27173037, 16864868, 4664026, 31170366, 4296651 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2008-08-20") } ] }
+{ "id": 11362531, "id-copy": 11362531, "alias": "Garey", "name": "GareyChapman", "user-since": datetime("2005-10-13T04:24:29.000"), "user-since-copy": datetime("2005-10-13T04:24:29.000"), "friend-ids": {{ 20693565, 18896854, 17118168, 12285534, 21434048, 15453439, 42734432, 3627967, 30464042, 11556192, 22808282, 464074, 28100870, 29887664, 19046987, 34996619, 39964690, 22574200, 29497238 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2001-03-05") } ] }
+{ "id": 11366131, "id-copy": 11366131, "alias": "Cayley", "name": "CayleyGronko", "user-since": datetime("2005-03-06T13:24:19.000"), "user-since-copy": datetime("2005-03-06T13:24:19.000"), "friend-ids": {{ 26623267, 47792710, 27975124, 19721566, 45092752, 32954140, 25835098 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2006-09-14"), "end-date": date("2010-06-02") } ] }
+{ "id": 11378911, "id-copy": 11378911, "alias": "Courtney", "name": "CourtneyBashline", "user-since": datetime("2010-10-21T06:13:06.000"), "user-since-copy": datetime("2010-10-21T06:13:06.000"), "friend-ids": {{ 19627264, 13699162 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2002-06-21") } ] }
+{ "id": 11380807, "id-copy": 11380807, "alias": "Mckinley", "name": "MckinleyGeyer", "user-since": datetime("2008-02-17T13:01:21.000"), "user-since-copy": datetime("2008-02-17T13:01:21.000"), "friend-ids": {{ 16655526, 20048717, 15998744, 39702027, 28153175, 40825599, 38372618 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2010-11-26") } ] }
+{ "id": 11386210, "id-copy": 11386210, "alias": "Dale", "name": "DaleGreenwood", "user-since": datetime("2007-04-17T19:02:45.000"), "user-since-copy": datetime("2007-04-17T19:02:45.000"), "friend-ids": {{ 3669916 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2002-09-11") } ] }
+{ "id": 11404780, "id-copy": 11404780, "alias": "Carol", "name": "CarolCox", "user-since": datetime("2009-07-07T23:58:07.000"), "user-since-copy": datetime("2009-07-07T23:58:07.000"), "friend-ids": {{ 41450896, 12332484, 18515318, 39039576, 2336271, 47313837, 4655597, 40110200, 7357446, 24291515, 8898678, 28911118, 20372890, 1296082, 42558011, 5719716, 6830197 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2005-01-14") } ] }
+{ "id": 11412382, "id-copy": 11412382, "alias": "Gosse", "name": "GosseSutton", "user-since": datetime("2011-01-07T02:19:16.000"), "user-since-copy": datetime("2011-01-07T02:19:16.000"), "friend-ids": {{ 25790586, 42348812, 39275252, 32764855, 11642271, 15982736, 21971689, 13168697, 38246675, 40514837, 20840965 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2010-12-18"), "end-date": date("2011-01-09") } ] }
+{ "id": 11412640, "id-copy": 11412640, "alias": "Larry", "name": "LarryEisaman", "user-since": datetime("2005-04-23T10:38:04.000"), "user-since-copy": datetime("2005-04-23T10:38:04.000"), "friend-ids": {{ 15063821, 35006785, 18241384, 5967937, 45426140, 44234765, 3244540, 3222784, 36330320 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2001-07-05") } ] }
+{ "id": 11415055, "id-copy": 11415055, "alias": "Zavia", "name": "ZaviaLombardi", "user-since": datetime("2006-01-10T02:11:24.000"), "user-since-copy": datetime("2006-01-10T02:11:24.000"), "friend-ids": {{ 25953753, 952678, 31067065 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2003-06-27"), "end-date": date("2010-07-02") } ] }
+{ "id": 11427397, "id-copy": 11427397, "alias": "Oscar", "name": "OscarMillhouse", "user-since": datetime("2012-04-07T04:52:39.000"), "user-since-copy": datetime("2012-04-07T04:52:39.000"), "friend-ids": {{ 27577077, 26831616, 24024317, 24669981, 15864715, 41688094, 25689775, 19288762, 25015698, 24343183, 30170416, 39881555, 29378159, 6748762, 45948007 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2012-05-15") } ] }
+{ "id": 11428300, "id-copy": 11428300, "alias": "Major", "name": "MajorGreenawalt", "user-since": datetime("2006-12-02T06:43:13.000"), "user-since-copy": datetime("2006-12-02T06:43:13.000"), "friend-ids": {{ 8021918, 4810021, 34724015, 45030049, 36575685, 44527472 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2002-04-17") } ] }
+{ "id": 11445889, "id-copy": 11445889, "alias": "Milford", "name": "MilfordTeagarden", "user-since": datetime("2006-06-07T19:18:28.000"), "user-since-copy": datetime("2006-06-07T19:18:28.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "subtam", "start-date": date("2003-07-26") } ] }
+{ "id": 11448565, "id-copy": 11448565, "alias": "Martie", "name": "MartiePoley", "user-since": datetime("2010-07-02T14:37:46.000"), "user-since-copy": datetime("2010-07-02T14:37:46.000"), "friend-ids": {{ 45198632, 14347405, 14595348, 4990646, 44745176, 21949325, 9155582, 3970455, 10097690, 35781298, 46746615, 35535590, 16561713, 31169880, 22467369 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2006-02-08") } ] }
+{ "id": 11468158, "id-copy": 11468158, "alias": "Pamelia", "name": "PameliaShaner", "user-since": datetime("2005-07-11T18:28:07.000"), "user-since-copy": datetime("2005-07-11T18:28:07.000"), "friend-ids": {{ 8892753, 24751024, 7162523, 38425260, 8752332, 23371746, 6673241, 22278741, 46403700 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2006-02-04") } ] }
+{ "id": 11471689, "id-copy": 11471689, "alias": "Bevis", "name": "BevisWhishaw", "user-since": datetime("2011-03-05T23:14:53.000"), "user-since-copy": datetime("2011-03-05T23:14:53.000"), "friend-ids": {{ 27818002, 43784015, 39101258, 28170566, 38541659, 43935487, 907437, 25457112, 4731176, 35304801, 30364855, 33197014, 27028915, 21746182, 47624076, 41599425, 8592245 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2000-04-04"), "end-date": date("2009-05-08") } ] }
+{ "id": 11474374, "id-copy": 11474374, "alias": "Waldo", "name": "WaldoKnapp", "user-since": datetime("2008-08-17T21:17:28.000"), "user-since-copy": datetime("2008-08-17T21:17:28.000"), "friend-ids": {{ 33358772, 16499546, 8631001, 6045567, 45554236, 36229482, 354579, 11884970, 23657774, 32568373 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-11-18") } ] }
+{ "id": 11481961, "id-copy": 11481961, "alias": "Ralph", "name": "RalphMinnie", "user-since": datetime("2008-09-03T03:36:09.000"), "user-since-copy": datetime("2008-09-03T03:36:09.000"), "friend-ids": {{ 28795092, 15427393, 13323116, 6103928, 22507606, 38931008, 8419762, 30922606, 11217439, 41769747, 19668638, 26796252, 26750627, 4855539, 11170229, 30124829, 16596482, 15728547, 46139530, 43784722, 20640234, 22313927, 16136087, 39688415 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2006-02-13") } ] }
+{ "id": 11488420, "id-copy": 11488420, "alias": "Rik", "name": "RikSell", "user-since": datetime("2011-04-24T10:10:24.000"), "user-since-copy": datetime("2011-04-24T10:10:24.000"), "friend-ids": {{ 37808691, 28841986, 27850488, 28093210, 9165013, 45941806, 5194022, 39773028, 45473967, 44833113, 27429268 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2002-09-23"), "end-date": date("2010-06-23") } ] }
+{ "id": 11490220, "id-copy": 11490220, "alias": "Ernestine", "name": "ErnestineWheeler", "user-since": datetime("2005-01-27T23:36:35.000"), "user-since-copy": datetime("2005-01-27T23:36:35.000"), "friend-ids": {{ 12995063, 40353122, 11162426, 42762839, 9575788, 7725738, 29883894, 48002015, 5516807, 12731814, 33203496, 44912740, 19681146, 5849671, 4702317 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2008-06-16"), "end-date": date("2011-12-01") } ] }
+{ "id": 11529952, "id-copy": 11529952, "alias": "Charles", "name": "CharlesHarrow", "user-since": datetime("2008-11-24T19:27:12.000"), "user-since-copy": datetime("2008-11-24T19:27:12.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2005-06-08"), "end-date": date("2011-10-27") } ] }
+{ "id": 11533327, "id-copy": 11533327, "alias": "Miguel", "name": "MiguelSteiner", "user-since": datetime("2007-12-08T18:21:30.000"), "user-since-copy": datetime("2007-12-08T18:21:30.000"), "friend-ids": {{ 41619494, 4881397, 29302201, 26654760, 9690024, 15599321, 37163728, 2420315, 46258007, 15076674, 6757461 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2001-08-19"), "end-date": date("2008-10-15") } ] }
+{ "id": 11536078, "id-copy": 11536078, "alias": "Scot", "name": "ScotSwartzbaugh", "user-since": datetime("2007-06-02T13:28:19.000"), "user-since-copy": datetime("2007-06-02T13:28:19.000"), "friend-ids": {{ 160897, 11035428, 35908585, 14713740, 16036400, 21530456, 31659920, 33439685, 42771513, 42899492, 42315848, 17885118, 12371932, 47219421, 45350312, 33755309, 30284897, 34557464, 21531204, 26093690 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2002-02-23"), "end-date": date("2005-03-24") } ] }
+{ "id": 11538001, "id-copy": 11538001, "alias": "Milo", "name": "MiloGarland", "user-since": datetime("2007-09-12T09:40:42.000"), "user-since-copy": datetime("2007-09-12T09:40:42.000"), "friend-ids": {{ 7363153, 7252759 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2011-09-03"), "end-date": date("2011-10-27") } ] }
+{ "id": 11540278, "id-copy": 11540278, "alias": "Flora", "name": "FloraSaltser", "user-since": datetime("2007-11-20T08:52:26.000"), "user-since-copy": datetime("2007-11-20T08:52:26.000"), "friend-ids": {{ 44172124, 43836609, 2821020, 356092, 25456578, 14806637, 19970466, 15369859, 23267393, 34480680, 42574031, 39606777, 17221367, 19617483, 1364901, 21402012, 4999365, 31098654, 34512618, 44652673, 14757091, 9755310, 39190510 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2012-07-07") } ] }
+{ "id": 11542174, "id-copy": 11542174, "alias": "Pacey", "name": "PaceyTripp", "user-since": datetime("2011-11-07T08:36:12.000"), "user-since-copy": datetime("2011-11-07T08:36:12.000"), "friend-ids": {{ 35602078, 32622628, 34826581, 34837077, 41522736, 14908313, 42986568 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2006-07-08") } ] }
+{ "id": 11542519, "id-copy": 11542519, "alias": "Colten", "name": "ColtenDemuth", "user-since": datetime("2012-02-09T01:22:04.000"), "user-since-copy": datetime("2012-02-09T01:22:04.000"), "friend-ids": {{ 15666280, 36489446, 45424145, 47509110, 24198688, 42545568, 30526545, 43828073, 26402530, 23632737, 20385217, 35055795, 38789042, 34967858, 521531, 47834820, 20307524 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2008-04-10") } ] }
+{ "id": 11570326, "id-copy": 11570326, "alias": "Linden", "name": "LindenFilby", "user-since": datetime("2007-08-16T03:11:11.000"), "user-since-copy": datetime("2007-08-16T03:11:11.000"), "friend-ids": {{ 6549689, 15243636, 3147666 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2010-02-23"), "end-date": date("2010-04-22") } ] }
+{ "id": 11573350, "id-copy": 11573350, "alias": "Sommer", "name": "SommerGregory", "user-since": datetime("2007-08-25T21:50:51.000"), "user-since-copy": datetime("2007-08-25T21:50:51.000"), "friend-ids": {{ 6622046, 40071999, 24631984, 42427860, 13378139, 27659078, 32813734, 20145238, 15342806, 9562288, 24211264, 29951003, 3620479, 43701781, 22474191, 6298296, 4047189, 27133942, 8058121, 9928231, 31835361, 6234235, 6100660, 1575061 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-12-09"), "end-date": date("2010-01-16") } ] }
+{ "id": 11587666, "id-copy": 11587666, "alias": "Kathi", "name": "KathiJenner", "user-since": datetime("2012-02-20T01:58:30.000"), "user-since-copy": datetime("2012-02-20T01:58:30.000"), "friend-ids": {{ 37156773, 10519382, 11009989, 47883115, 13123467, 36990044, 8554049, 47075065, 11896169, 42580126, 43261036, 15337748, 35985068, 44438965, 33507413, 40063633, 32559158, 32202309, 25536635 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2001-01-01") } ] }
+{ "id": 11610913, "id-copy": 11610913, "alias": "Vic", "name": "VicDiegel", "user-since": datetime("2008-08-03T21:05:21.000"), "user-since-copy": datetime("2008-08-03T21:05:21.000"), "friend-ids": {{ 15275871, 8304749, 7803583, 45134147, 36058489, 7180792, 2104280, 4322584, 39304177, 43050196, 32955811, 4161448, 3187410, 47263593 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-03-11") } ] }
+{ "id": 11626990, "id-copy": 11626990, "alias": "Filiberto", "name": "FilibertoFonblanque", "user-since": datetime("2006-05-18T07:38:32.000"), "user-since-copy": datetime("2006-05-18T07:38:32.000"), "friend-ids": {{ 41443868, 30006940, 14137070, 14868792, 47991977, 39513958, 32787637, 1389727, 28607710, 21537795, 42395037, 11730902, 25246772, 24475669, 35786951, 32795214 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2007-08-11") } ] }
+{ "id": 11659888, "id-copy": 11659888, "alias": "Nannie", "name": "NannieWoodworth", "user-since": datetime("2006-12-11T15:30:08.000"), "user-since-copy": datetime("2006-12-11T15:30:08.000"), "friend-ids": {{ 30803046, 33105462, 14783423, 5069473, 15960335 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2006-10-12") } ] }
+{ "id": 11668552, "id-copy": 11668552, "alias": "Kassandra", "name": "KassandraJames", "user-since": datetime("2010-09-27T18:12:59.000"), "user-since-copy": datetime("2010-09-27T18:12:59.000"), "friend-ids": {{ 27400643, 15449089, 802964, 45059523, 9603951, 20911122, 46243977, 45487995, 34528880, 16093159, 22484957, 3951663, 12349433, 7887502, 34786818, 13014384, 28307526, 30476565, 7746152, 17600641, 36877141, 4513081, 25065078 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-04"), "end-date": date("2012-08-25") } ] }
+{ "id": 11674741, "id-copy": 11674741, "alias": "Soon", "name": "SoonBillimek", "user-since": datetime("2009-03-02T12:08:16.000"), "user-since-copy": datetime("2009-03-02T12:08:16.000"), "friend-ids": {{ 26069920, 16634341, 13963293, 27425934, 19271848, 22444876, 42264629, 39307655, 21118192, 27961060, 12398172, 13202296, 23221559, 34323488, 1588557, 42672479, 19548482, 28266272, 6241122, 13633490 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2006-01-19"), "end-date": date("2011-03-25") } ] }
+{ "id": 11676574, "id-copy": 11676574, "alias": "Isidore", "name": "IsidoreCatlay", "user-since": datetime("2012-08-26T08:28:08.000"), "user-since-copy": datetime("2012-08-26T08:28:08.000"), "friend-ids": {{ 46189001 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2001-03-07") } ] }
+{ "id": 11698384, "id-copy": 11698384, "alias": "Bernetta", "name": "BernettaFiddler", "user-since": datetime("2012-06-20T20:05:46.000"), "user-since-copy": datetime("2012-06-20T20:05:46.000"), "friend-ids": {{ 12203676 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2000-03-06") } ] }
+{ "id": 11708152, "id-copy": 11708152, "alias": "Gil", "name": "GilElsas", "user-since": datetime("2009-04-08T15:40:59.000"), "user-since-copy": datetime("2009-04-08T15:40:59.000"), "friend-ids": {{ 14661698, 22657473, 28892770, 39654430, 46338819, 44974094, 38564659, 24819725, 21550883, 37711934, 37285158, 20050610, 19163447, 10974750, 47513067, 43771947, 23633824 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2002-09-21"), "end-date": date("2011-03-11") } ] }
+{ "id": 11709478, "id-copy": 11709478, "alias": "Jonty", "name": "JontyCurry", "user-since": datetime("2006-09-08T22:15:05.000"), "user-since-copy": datetime("2006-09-08T22:15:05.000"), "friend-ids": {{ 1684909, 3914449, 16704128, 11890093, 44073634, 24897496 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2006-03-01") } ] }
+{ "id": 11713315, "id-copy": 11713315, "alias": "Chung", "name": "ChungStroble", "user-since": datetime("2005-10-20T22:59:27.000"), "user-since-copy": datetime("2005-10-20T22:59:27.000"), "friend-ids": {{ 13105744, 9160760, 37104436, 33688116, 31455484, 44428287 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2002-12-03"), "end-date": date("2010-10-06") } ] }
+{ "id": 11720794, "id-copy": 11720794, "alias": "Alisha", "name": "AlishaTue", "user-since": datetime("2010-08-11T01:17:31.000"), "user-since-copy": datetime("2010-08-11T01:17:31.000"), "friend-ids": {{ 6380101, 43972052, 6557931, 42465959, 21268624, 35831867, 45839471, 37781645, 34750475, 35886124, 4491900 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2001-02-02") } ] }
+{ "id": 11725939, "id-copy": 11725939, "alias": "Clover", "name": "CloverAlice", "user-since": datetime("2007-07-12T05:17:52.000"), "user-since-copy": datetime("2007-07-12T05:17:52.000"), "friend-ids": {{ 24426905, 6647137, 25463555, 11443041, 10549599, 35925634, 4053835, 11813301, 6976204, 26680887, 29934690, 7935338, 45092791, 30510709 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2000-05-04"), "end-date": date("2000-08-24") } ] }
+{ "id": 11735830, "id-copy": 11735830, "alias": "Maryvonne", "name": "MaryvonneHarrold", "user-since": datetime("2007-12-03T06:30:43.000"), "user-since-copy": datetime("2007-12-03T06:30:43.000"), "friend-ids": {{ 27842540, 46624942, 21701969, 33750891, 28523702, 38840881, 1497785, 32357938, 19740312, 1880841, 41116687, 35621654, 46917268, 14610853, 33099367, 8710534 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2004-10-04") } ] }
+{ "id": 11758474, "id-copy": 11758474, "alias": "Xavier", "name": "XavierAtweeke", "user-since": datetime("2011-10-03T12:35:37.000"), "user-since-copy": datetime("2011-10-03T12:35:37.000"), "friend-ids": {{ 30110740, 41016650, 23732518, 14585316, 34474077, 47591093, 10803514, 8912354, 43455040, 21960801, 31978150, 40693811, 14585416, 36411476, 20556412, 44978412, 7266670, 506620, 7686872 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2004-03-07") } ] }
+{ "id": 11774587, "id-copy": 11774587, "alias": "Shari", "name": "ShariMortland", "user-since": datetime("2012-07-21T10:15:22.000"), "user-since-copy": datetime("2012-07-21T10:15:22.000"), "friend-ids": {{ 17661326, 29399532, 38328734, 38063295, 46008807, 29873254, 4407085, 27903240 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2005-05-18") } ] }
+{ "id": 11783038, "id-copy": 11783038, "alias": "Cecily", "name": "CecilyRamsey", "user-since": datetime("2011-01-20T23:39:28.000"), "user-since-copy": datetime("2011-01-20T23:39:28.000"), "friend-ids": {{ 30228589, 45494315, 36823967, 2965036, 37243358, 7140131, 8303981, 10041948, 41439178, 24261471, 16906521, 46190105, 45392996, 21067630, 26632248, 44955893 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2000-03-25"), "end-date": date("2010-06-25") } ] }
+{ "id": 11786815, "id-copy": 11786815, "alias": "Micheal", "name": "MichealTreeby", "user-since": datetime("2008-06-04T14:59:23.000"), "user-since-copy": datetime("2008-06-04T14:59:23.000"), "friend-ids": {{ 15590922, 1367468, 37464776, 21877607, 38646966, 46702919, 46771039, 4688915, 41827211, 6556380 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2003-09-17") } ] }
+{ "id": 11801005, "id-copy": 11801005, "alias": "Jacques", "name": "JacquesWhitling", "user-since": datetime("2007-05-20T05:42:21.000"), "user-since-copy": datetime("2007-05-20T05:42:21.000"), "friend-ids": {{ 45134681, 48016178 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2006-12-07") } ] }
+{ "id": 11804755, "id-copy": 11804755, "alias": "Humbert", "name": "HumbertArmitage", "user-since": datetime("2008-01-01T21:14:34.000"), "user-since-copy": datetime("2008-01-01T21:14:34.000"), "friend-ids": {{ 15498777, 1984479, 18672418, 13137212, 17931875, 10446256, 39250716, 9422828, 35469173, 35940705, 44217206 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2005-11-12") } ] }
+{ "id": 11818252, "id-copy": 11818252, "alias": "Sandee", "name": "SandeeBlair", "user-since": datetime("2008-12-22T20:09:56.000"), "user-since-copy": datetime("2008-12-22T20:09:56.000"), "friend-ids": {{ 35579096, 13690328, 19410347, 10601941, 13140634, 19728850 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2007-09-24") } ] }
+{ "id": 11821996, "id-copy": 11821996, "alias": "Latanya", "name": "LatanyaZalack", "user-since": datetime("2010-12-07T15:20:09.000"), "user-since-copy": datetime("2010-12-07T15:20:09.000"), "friend-ids": {{ 23521495, 43957220, 3823403, 34033770 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2008-04-17") } ] }
+{ "id": 11830663, "id-copy": 11830663, "alias": "Bettie", "name": "BettieKing", "user-since": datetime("2009-11-06T15:04:55.000"), "user-since-copy": datetime("2009-11-06T15:04:55.000"), "friend-ids": {{ 46068058, 35215092, 34850678, 9126970, 16472040, 20000261, 17610567, 37016763, 19830405, 38071058, 43961371, 13092410, 24867008, 12366628, 15539063, 15611017, 1343975, 43254018, 30838755, 30488641, 38027133, 5701592 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2003-04-10") } ] }
+{ "id": 11857618, "id-copy": 11857618, "alias": "Glenda", "name": "GlendaPyle", "user-since": datetime("2009-01-05T13:34:53.000"), "user-since-copy": datetime("2009-01-05T13:34:53.000"), "friend-ids": {{ 31083833, 39371819, 38336556, 7590988, 17022330, 8016611, 41444367, 13194826, 1589028, 37076285, 33481940, 22093098, 9959371, 35262849, 20744580, 33226729, 35025566, 46396680, 30247311, 6884899, 35691024, 40965552, 46106170 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2000-02-19") } ] }
+{ "id": 11886532, "id-copy": 11886532, "alias": "Tel", "name": "TelGardner", "user-since": datetime("2009-10-06T10:33:32.000"), "user-since-copy": datetime("2009-10-06T10:33:32.000"), "friend-ids": {{ 37243107, 36561786, 3939621, 13531917, 7768514, 31689833, 27145019, 9462172, 40579935, 32184519, 8668855, 26137893, 5582080, 4847233, 10244448, 42634758, 34911290, 10834989, 34800551, 14109743 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2010-07-24") } ] }
+{ "id": 11894854, "id-copy": 11894854, "alias": "Connor", "name": "ConnorWilliamson", "user-since": datetime("2011-09-16T22:24:17.000"), "user-since-copy": datetime("2011-09-16T22:24:17.000"), "friend-ids": {{ 19318451, 47946991, 1913830, 45324890, 47189256, 39211392, 6998884, 4344587, 24720830, 4355756, 19102058, 34241496, 39408673, 1360498, 7695088, 25754984, 21796436 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2007-09-19"), "end-date": date("2010-07-22") } ] }
+{ "id": 11899576, "id-copy": 11899576, "alias": "Raven", "name": "RavenAdams", "user-since": datetime("2011-12-02T12:46:45.000"), "user-since-copy": datetime("2011-12-02T12:46:45.000"), "friend-ids": {{ 33232775, 8985272, 34257645, 15577012, 3749136, 36721837, 17368752, 36931534, 30688133, 36202643, 8373322, 34639728, 10776563, 5758944, 19414939, 46764976, 29704238, 38970621, 9462886, 46724087, 29191126, 9001393 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2003-03-02") } ] }
+{ "id": 11899861, "id-copy": 11899861, "alias": "Jacki", "name": "JackiLeach", "user-since": datetime("2009-01-07T13:33:40.000"), "user-since-copy": datetime("2009-01-07T13:33:40.000"), "friend-ids": {{ 17554995, 17598007, 2855045, 4108843, 47202404, 42565398, 45821410, 32619673, 7988594, 7631349, 20552170, 13116128, 14526615, 17916951, 43018507, 18114607 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-06-24") } ] }
+{ "id": 11920078, "id-copy": 11920078, "alias": "Alane", "name": "AlaneRichter", "user-since": datetime("2005-04-12T04:06:03.000"), "user-since-copy": datetime("2005-04-12T04:06:03.000"), "friend-ids": {{ 18326190, 34366549, 13047472, 29553920, 6210406, 41865352, 26108964, 15042193, 33225025, 7014329, 11051157, 37032436, 8025322, 21902099, 22953955, 42645725, 29144585 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2006-04-24") } ] }
+{ "id": 11920375, "id-copy": 11920375, "alias": "Terance", "name": "TeranceSaylor", "user-since": datetime("2005-02-09T10:33:47.000"), "user-since-copy": datetime("2005-02-09T10:33:47.000"), "friend-ids": {{ 17869677, 39051840, 6852335, 6153367, 1318628, 9983745, 5401091, 32798056, 42870494, 10337793, 43570623, 3233493, 38297525, 43712104, 15430099, 36703995, 25022620, 3681464, 21499719, 33737350, 6602331, 35391438, 47011233 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2005-11-05"), "end-date": date("2011-04-20") } ] }
+{ "id": 11943412, "id-copy": 11943412, "alias": "Kizzie", "name": "KizzieBillimek", "user-since": datetime("2011-08-25T09:24:43.000"), "user-since-copy": datetime("2011-08-25T09:24:43.000"), "friend-ids": {{ 47433684, 41380366, 5933545, 6348490, 24429719, 22579519, 21550752, 4653838, 44131628, 7980571, 3208666, 35631166, 13693250, 41263305, 29172668, 24656473, 31110672, 11323134, 23674731, 37422602, 20327470, 13419973 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2012-03-18"), "end-date": date("2012-06-09") } ] }
+{ "id": 11972860, "id-copy": 11972860, "alias": "Isador", "name": "IsadorCattley", "user-since": datetime("2005-04-10T23:37:49.000"), "user-since-copy": datetime("2005-04-10T23:37:49.000"), "friend-ids": {{ 39841874, 9405322, 3110197, 39455453, 11331432, 31809217, 45852118, 12899824, 19561127, 3413313, 19872192, 13427579, 140732, 6913603 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2006-01-01"), "end-date": date("2009-11-22") } ] }
+{ "id": 11989228, "id-copy": 11989228, "alias": "Jaden", "name": "JadenKelley", "user-since": datetime("2006-11-12T15:45:55.000"), "user-since-copy": datetime("2006-11-12T15:45:55.000"), "friend-ids": {{ 39881086, 47143027, 9394301, 17338199, 16961896, 6602092, 46708527, 24050942, 20543677, 13309656 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2003-10-19") } ] }
+{ "id": 11990740, "id-copy": 11990740, "alias": "Vernon", "name": "VernonBarnes", "user-since": datetime("2005-05-25T09:07:06.000"), "user-since-copy": datetime("2005-05-25T09:07:06.000"), "friend-ids": {{ 44677447, 20354746, 30157224, 29686873, 9413456, 11656099, 25404439, 24706566, 45005726, 22096097, 29868918, 12109246, 38948331, 2643312, 41565707, 17566751, 8045341, 25358960, 43614095, 28262168, 14405467, 22519550 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2012-01-23") } ] }
+{ "id": 11996683, "id-copy": 11996683, "alias": "Ivy", "name": "IvyReddish", "user-since": datetime("2008-10-09T09:54:46.000"), "user-since-copy": datetime("2008-10-09T09:54:46.000"), "friend-ids": {{ 42344158, 40312093, 15782003 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2003-04-16") } ] }
+{ "id": 9004354, "id-copy": 9004354, "alias": "Deshawn", "name": "DeshawnGarneys", "user-since": datetime("2010-07-21T12:45:03.000"), "user-since-copy": datetime("2010-07-21T12:45:03.000"), "friend-ids": {{ 46096495, 1526403 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2011-07-08") } ] }
+{ "id": 9025786, "id-copy": 9025786, "alias": "Terrance", "name": "TerranceFinlay", "user-since": datetime("2009-12-28T02:19:23.000"), "user-since-copy": datetime("2009-12-28T02:19:23.000"), "friend-ids": {{ 45324679, 13507068, 46678304, 37010727, 44866157, 12584675, 34305776, 14467180, 37751377, 2448873, 32584169, 14120838, 8902593, 31955437, 13436805 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2012-02-19"), "end-date": date("2012-07-25") } ] }
+{ "id": 9029377, "id-copy": 9029377, "alias": "Boyce", "name": "BoyceAnderson", "user-since": datetime("2010-12-18T14:17:12.000"), "user-since-copy": datetime("2010-12-18T14:17:12.000"), "friend-ids": {{ 19260027, 21449100, 35898407, 34501982 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2007-06-25") } ] }
+{ "id": 9041578, "id-copy": 9041578, "alias": "Kristia", "name": "KristiaWillcox", "user-since": datetime("2012-01-09T10:29:02.000"), "user-since-copy": datetime("2012-01-09T10:29:02.000"), "friend-ids": {{ 29794000, 34515675, 3759231, 14418948, 35788028, 34225561, 20821065, 27582458, 4424723 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2005-06-04"), "end-date": date("2008-01-13") } ] }
+{ "id": 9041992, "id-copy": 9041992, "alias": "Royston", "name": "RoystonBatten", "user-since": datetime("2009-06-27T08:09:45.000"), "user-since-copy": datetime("2009-06-27T08:09:45.000"), "friend-ids": {{ 35666317, 30439304, 35405688, 2079220, 5996407, 40490306, 33188983, 24455609, 4293738, 29028817, 32566429, 10186823 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2002-04-04"), "end-date": date("2010-06-28") } ] }
+{ "id": 9046852, "id-copy": 9046852, "alias": "Mauro", "name": "MauroChase", "user-since": datetime("2011-04-18T20:18:58.000"), "user-since-copy": datetime("2011-04-18T20:18:58.000"), "friend-ids": {{ 28268506, 13880377, 18637778, 27129860, 47146036, 23136396, 34534506, 23274864, 38781071, 9644011, 34754620, 45178277, 33832472, 31871984, 47201051, 42153557, 12418584, 37615805, 35474951, 29273401, 4845352, 18687033 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2012-05-14"), "end-date": date("2012-06-25") } ] }
+{ "id": 9067279, "id-copy": 9067279, "alias": "Jeanine", "name": "JeanineEmrick", "user-since": datetime("2011-06-25T09:43:07.000"), "user-since-copy": datetime("2011-06-25T09:43:07.000"), "friend-ids": {{ 12884712, 45104617, 41134568, 15844605, 645264, 33182092, 16884335, 46281324, 3977219, 5682848, 441588, 26025738, 3165091, 21821928, 23073877 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2012-01-02") } ] }
+{ "id": 9069397, "id-copy": 9069397, "alias": "Manuel", "name": "ManuelTrevithick", "user-since": datetime("2009-01-25T00:11:22.000"), "user-since-copy": datetime("2009-01-25T00:11:22.000"), "friend-ids": {{ 1121944, 14645273, 16100117, 45331540, 17901062, 7344920, 22533580, 16386626, 4267586, 34975914, 28841442, 38737330, 31607047, 11785331, 9617022, 44328180, 30996836, 14315445, 18464409, 21038654, 14409120, 12230754, 25856707 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2011-10-12"), "end-date": date("2011-03-28") } ] }
+{ "id": 9077020, "id-copy": 9077020, "alias": "Marquis", "name": "MarquisBunten", "user-since": datetime("2008-08-23T04:31:07.000"), "user-since-copy": datetime("2008-08-23T04:31:07.000"), "friend-ids": {{ 16894897, 21101342, 27872737, 14878739, 47969914, 38986368, 20779589, 4491084, 21066166, 40159242, 25290828, 43152855, 41928030, 2282944 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2001-07-16") } ] }
+{ "id": 9082201, "id-copy": 9082201, "alias": "Alberic", "name": "AlbericCrawford", "user-since": datetime("2005-02-11T07:41:05.000"), "user-since-copy": datetime("2005-02-11T07:41:05.000"), "friend-ids": {{ 26925567, 6108069, 30484049, 4903722, 4579631, 21166966, 3892344, 6259030, 32887933, 7183018, 46041497, 23448710, 47887528, 3679587, 7140571, 47671072, 4554470, 23481403, 16738975, 4885244 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2006-10-10") } ] }
+{ "id": 9083791, "id-copy": 9083791, "alias": "Lashay", "name": "LashayLeonard", "user-since": datetime("2008-07-03T04:52:06.000"), "user-since-copy": datetime("2008-07-03T04:52:06.000"), "friend-ids": {{ 16762687, 32021842, 851915, 36102981, 3553783, 30756474, 12043049, 16852621, 35699568, 4425852, 35227725, 25748188, 9140215, 24886626, 1945167, 12733697, 20761965 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2003-05-19"), "end-date": date("2006-10-16") } ] }
+{ "id": 9087292, "id-copy": 9087292, "alias": "Kiersten", "name": "KierstenRawls", "user-since": datetime("2005-03-21T08:42:24.000"), "user-since-copy": datetime("2005-03-21T08:42:24.000"), "friend-ids": {{ 5551555, 2958358, 17900476, 23956783, 31634897, 12573318, 32475113, 47343698, 40929064, 39881831, 38067700, 3519291, 19229024, 4383684, 13932328, 16414275, 8654888, 16145374, 26880764 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-03-10") } ] }
+{ "id": 9098314, "id-copy": 9098314, "alias": "Terrance", "name": "TerranceWilkerson", "user-since": datetime("2010-07-01T06:01:32.000"), "user-since-copy": datetime("2010-07-01T06:01:32.000"), "friend-ids": {{ 32477103, 38306013, 36022406, 25594192, 10966661, 28537611, 5444323, 16012053, 43228208, 30344050, 22600011, 42820310, 37103995, 6359985 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2012-01-24") } ] }
+{ "id": 9112336, "id-copy": 9112336, "alias": "Marlin", "name": "MarlinRosenstiehl", "user-since": datetime("2010-09-26T04:27:50.000"), "user-since-copy": datetime("2010-09-26T04:27:50.000"), "friend-ids": {{ 10225686, 16259250, 11552542, 28661586, 8900635, 27988260 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2011-12-05") } ] }
+{ "id": 9133714, "id-copy": 9133714, "alias": "Wil", "name": "WilDale", "user-since": datetime("2009-12-04T18:40:04.000"), "user-since-copy": datetime("2009-12-04T18:40:04.000"), "friend-ids": {{ 40400811, 26528322 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2005-10-08"), "end-date": date("2007-03-23") } ] }
+{ "id": 9139966, "id-copy": 9139966, "alias": "Elwood", "name": "ElwoodDavis", "user-since": datetime("2009-04-25T20:38:07.000"), "user-since-copy": datetime("2009-04-25T20:38:07.000"), "friend-ids": {{ 28327906, 35534034, 3278109, 20721373, 40303614, 22594044, 3292862, 42117489, 18133788, 31771270, 43837818, 36567026 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2004-09-03"), "end-date": date("2011-07-03") } ] }
+{ "id": 9151357, "id-copy": 9151357, "alias": "Clover", "name": "CloverTedrow", "user-since": datetime("2012-04-04T22:46:03.000"), "user-since-copy": datetime("2012-04-04T22:46:03.000"), "friend-ids": {{ 47959325, 11808875, 46311157, 33138600, 15486362, 27921017, 32586367, 24379643, 14793815, 5841252, 22249573, 2147304, 47811082, 40329394, 4601822, 27977744, 45733056 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2002-09-07"), "end-date": date("2006-08-04") } ] }
+{ "id": 9160906, "id-copy": 9160906, "alias": "Cathryn", "name": "CathrynReamer", "user-since": datetime("2010-10-08T06:24:51.000"), "user-since-copy": datetime("2010-10-08T06:24:51.000"), "friend-ids": {{ 30962953 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2006-10-28"), "end-date": date("2010-03-14") } ] }
+{ "id": 9174313, "id-copy": 9174313, "alias": "Hal", "name": "HalHasely", "user-since": datetime("2008-01-28T17:01:16.000"), "user-since-copy": datetime("2008-01-28T17:01:16.000"), "friend-ids": {{ 9058102, 40616538, 45706325, 991699, 37832260, 4793008, 36372035, 23272432, 36685642, 2621984, 9576806, 14325601, 41449409, 16499609, 20610820, 1564035, 20738111, 19735088, 31942764, 34813086 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-10-16") } ] }
+{ "id": 9179122, "id-copy": 9179122, "alias": "Zach", "name": "ZachMilliron", "user-since": datetime("2011-07-28T01:09:04.000"), "user-since-copy": datetime("2011-07-28T01:09:04.000"), "friend-ids": {{ 40552138, 19204406, 46806031, 18794200, 45071131, 40119114, 23955279, 11126709, 37101358, 23332998, 1172034, 41496458, 32278235, 30949991, 148070, 6360227, 7378339, 33611217 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2000-06-26") } ] }
+{ "id": 9187549, "id-copy": 9187549, "alias": "Lenny", "name": "LennyField", "user-since": datetime("2008-09-11T10:50:10.000"), "user-since-copy": datetime("2008-09-11T10:50:10.000"), "friend-ids": {{ 26505249, 4392946, 32062169, 45628101, 22865593, 4982483, 13425537, 18846467, 36122039, 2998293, 19787439, 22246499, 43133873, 30573462, 36272473, 41691126, 43929640, 43759980, 25546305 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2004-08-13"), "end-date": date("2010-03-08") } ] }
+{ "id": 9203731, "id-copy": 9203731, "alias": "Phoebe", "name": "PhoebeCoates", "user-since": datetime("2008-04-27T01:42:34.000"), "user-since-copy": datetime("2008-04-27T01:42:34.000"), "friend-ids": {{ 25611465, 519838, 22814080, 46015954, 7805914, 12757618, 36785422, 25727822, 32042543 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2003-11-11"), "end-date": date("2005-08-19") } ] }
+{ "id": 9216376, "id-copy": 9216376, "alias": "Stanford", "name": "StanfordBurney", "user-since": datetime("2010-04-24T23:03:06.000"), "user-since-copy": datetime("2010-04-24T23:03:06.000"), "friend-ids": {{ 15567770, 24839882, 163708, 45725879, 43621238, 27363995, 46782727, 21660511, 37585197, 17426559, 47247057, 41831246, 23944363, 1608826, 25831838, 41140458, 37108898, 19739056, 7475981, 17807472, 3126856, 40257768, 44873566 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2004-10-04") } ] }
+{ "id": 9219955, "id-copy": 9219955, "alias": "Audrey", "name": "AudreyOmara", "user-since": datetime("2011-06-04T15:31:25.000"), "user-since-copy": datetime("2011-06-04T15:31:25.000"), "friend-ids": {{ 28209595, 29907721, 18295175, 18631813, 3380755, 20244076, 43026452, 42394327, 10914853, 27224999 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2003-03-24") } ] }
+{ "id": 9232504, "id-copy": 9232504, "alias": "Lesley", "name": "LesleyHujsak", "user-since": datetime("2008-07-07T13:30:22.000"), "user-since-copy": datetime("2008-07-07T13:30:22.000"), "friend-ids": {{ 42058063, 24501683, 26865036, 180621 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2011-01-04"), "end-date": date("2011-02-07") } ] }
+{ "id": 9233794, "id-copy": 9233794, "alias": "Jeffrey", "name": "JeffreyThrockmorton", "user-since": datetime("2005-04-23T04:24:31.000"), "user-since-copy": datetime("2005-04-23T04:24:31.000"), "friend-ids": {{ 29565308, 29107229, 35495609, 27358360, 24507795, 18583779, 16799427, 3571959, 6539875, 32120867, 17248402, 12227155, 37995559, 29425657, 20855502 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2000-04-22"), "end-date": date("2010-05-28") } ] }
+{ "id": 9234529, "id-copy": 9234529, "alias": "Xavior", "name": "XaviorBarnes", "user-since": datetime("2010-08-26T12:06:44.000"), "user-since-copy": datetime("2010-08-26T12:06:44.000"), "friend-ids": {{ 19552290, 24018104, 43285028, 33954718, 18084047, 18675363, 17369450, 36533551, 46779811, 46943171, 17609996, 14171942, 10468121, 33831228, 9905114, 11839935, 41387228 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2007-12-24") } ] }
+{ "id": 9239515, "id-copy": 9239515, "alias": "Precious", "name": "PreciousWeingarten", "user-since": datetime("2006-07-03T10:28:56.000"), "user-since-copy": datetime("2006-07-03T10:28:56.000"), "friend-ids": {{ 20459132, 9181399, 30604442, 45266959, 31805782, 8190732, 46444663, 46572075, 43980715, 42547186, 21087158, 38075989, 32228414, 25466991, 4929897, 33467622, 35742242, 7150399, 16997658, 18543557, 11799062 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2003-02-15") } ] }
+{ "id": 9269422, "id-copy": 9269422, "alias": "Roddy", "name": "RoddyFriedline", "user-since": datetime("2007-03-26T23:41:29.000"), "user-since-copy": datetime("2007-03-26T23:41:29.000"), "friend-ids": {{ 31923430, 19739952, 30983882, 10630795 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2001-06-03") } ] }
+{ "id": 9292738, "id-copy": 9292738, "alias": "Walter", "name": "WalterWain", "user-since": datetime("2012-05-03T10:41:22.000"), "user-since-copy": datetime("2012-05-03T10:41:22.000"), "friend-ids": {{ 1834068, 38777276, 43381631, 32380769, 23994313, 37459142, 21015234, 23788270, 33191448, 31111521, 21788604, 39349512, 20638072, 17300228, 4712935, 36205876, 27740958, 27236154 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2011-03-28") } ] }
+{ "id": 9332161, "id-copy": 9332161, "alias": "Lavinia", "name": "LaviniaLineman", "user-since": datetime("2006-02-07T20:39:55.000"), "user-since-copy": datetime("2006-02-07T20:39:55.000"), "friend-ids": {{ 21419337, 31581364 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-07-05") } ] }
+{ "id": 9341008, "id-copy": 9341008, "alias": "Gus", "name": "GusGearhart", "user-since": datetime("2012-05-23T13:19:57.000"), "user-since-copy": datetime("2012-05-23T13:19:57.000"), "friend-ids": {{ 20124243, 19722425, 20605718, 21833401, 18276801, 46184199, 40454562, 22828817, 44122338, 4485860, 34209581, 19783645, 44454238, 1353350, 37958534, 33547730, 2456119, 3023314, 44828467, 46655836, 33144170, 16864855, 41938662 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2002-07-07") } ] }
+{ "id": 9354127, "id-copy": 9354127, "alias": "Seymour", "name": "SeymourFlick", "user-since": datetime("2011-06-17T06:00:11.000"), "user-since-copy": datetime("2011-06-17T06:00:11.000"), "friend-ids": {{ 7662170, 25563062, 18178019, 32667220, 12254954, 7192061, 18829113, 8959008, 1692176, 28852587, 17130396, 12781461, 4083182, 11054115, 10558861, 13876198 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2007-11-23") } ] }
+{ "id": 9356098, "id-copy": 9356098, "alias": "Juliana", "name": "JulianaAnderson", "user-since": datetime("2007-04-26T20:13:07.000"), "user-since-copy": datetime("2007-04-26T20:13:07.000"), "friend-ids": {{ 3850702, 46858392, 20177889, 34485932, 20958453, 26839176, 23562562, 47962945, 43961803, 19857248, 29816714, 14695228, 35327929, 16196977, 11908428, 30035277, 23919929 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2009-06-04"), "end-date": date("2009-05-05") } ] }
+{ "id": 9369847, "id-copy": 9369847, "alias": "Jeffrey", "name": "JeffreyArchibald", "user-since": datetime("2011-07-11T23:43:52.000"), "user-since-copy": datetime("2011-07-11T23:43:52.000"), "friend-ids": {{ 44928062, 45653705 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2010-03-25") } ] }
+{ "id": 9407710, "id-copy": 9407710, "alias": "Todd", "name": "ToddStall", "user-since": datetime("2009-09-21T02:18:16.000"), "user-since-copy": datetime("2009-09-21T02:18:16.000"), "friend-ids": {{ 46998635, 14217621, 8062100, 47498395, 37234901, 41039045, 37635206, 42173831, 24149948 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2009-09-27"), "end-date": date("2009-07-21") } ] }
+{ "id": 9418882, "id-copy": 9418882, "alias": "Laurine", "name": "LaurineCowart", "user-since": datetime("2012-06-14T22:26:09.000"), "user-since-copy": datetime("2012-06-14T22:26:09.000"), "friend-ids": {{ 19430214, 17084414, 12678029, 1783933, 42580022, 26274674, 13661281, 31117329, 19971039, 43840305, 42672247, 17088417, 31128028, 41009670, 16020772 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2002-03-20") } ] }
+{ "id": 9421798, "id-copy": 9421798, "alias": "Jaqueline", "name": "JaquelineHasely", "user-since": datetime("2011-06-06T16:32:03.000"), "user-since-copy": datetime("2011-06-06T16:32:03.000"), "friend-ids": {{ 17911249, 45887650, 15916739, 42045244, 42824039, 4802136, 43709530, 41533233, 13714833, 33000412, 29627102, 43277560, 3727319, 19030370, 47600623, 27902511, 13460397, 34825938, 9726577, 10062858, 34721080, 6725312, 21572679 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2004-02-17") } ] }
+{ "id": 9426544, "id-copy": 9426544, "alias": "Joshawa", "name": "JoshawaHiles", "user-since": datetime("2012-04-28T09:48:20.000"), "user-since-copy": datetime("2012-04-28T09:48:20.000"), "friend-ids": {{ 16780903 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2002-07-01") } ] }
+{ "id": 9440452, "id-copy": 9440452, "alias": "Maria", "name": "MariaField", "user-since": datetime("2010-04-06T15:15:24.000"), "user-since-copy": datetime("2010-04-06T15:15:24.000"), "friend-ids": {{ 35137543, 24166956, 45255343, 10050289, 27769291, 40368984, 38146662, 43123957, 10442976, 46931482, 447566, 14148069, 39035817, 32169234, 35607837, 8648749, 3741547, 31840808, 3029722, 40917859 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-04-27"), "end-date": date("2012-05-11") } ] }
+{ "id": 9449881, "id-copy": 9449881, "alias": "Veola", "name": "VeolaSchaeffer", "user-since": datetime("2005-06-15T04:27:55.000"), "user-since-copy": datetime("2005-06-15T04:27:55.000"), "friend-ids": {{ 15932585, 16875491, 977001, 15650783, 30629770, 9735829, 35435062, 2023808, 21909452, 29327288, 24004438, 41780113, 10546865, 17514287, 16690971, 23762008, 21853049, 12673064, 35992661, 30579445, 21341455, 2338670 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2001-09-07") } ] }
+{ "id": 9450532, "id-copy": 9450532, "alias": "Troy", "name": "TroyKoepple", "user-since": datetime("2011-05-10T09:56:46.000"), "user-since-copy": datetime("2011-05-10T09:56:46.000"), "friend-ids": {{ 42029412, 18025243, 715282, 501115, 38550360, 39016114, 31451417, 38836992, 13665836, 17286159, 28850827, 17241066, 41893804, 39172781, 4523003, 28542863, 25386847, 44039032, 19593806, 607220, 26442265, 47847281 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-12-26"), "end-date": date("2004-04-05") } ] }
+{ "id": 9483769, "id-copy": 9483769, "alias": "Marketta", "name": "MarkettaSchere", "user-since": datetime("2006-04-02T05:48:16.000"), "user-since-copy": datetime("2006-04-02T05:48:16.000"), "friend-ids": {{ 15151816, 38432593, 14501842, 21508230, 20201815, 35434395, 46212890, 9387767, 35469959, 6671088, 38888798, 10719563, 36944652, 36703732, 9646545, 29287523, 24156038, 24502755 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-07-20"), "end-date": date("2006-03-10") } ] }
+{ "id": 9503761, "id-copy": 9503761, "alias": "Demelza", "name": "DemelzaLaw", "user-since": datetime("2010-12-17T06:40:19.000"), "user-since-copy": datetime("2010-12-17T06:40:19.000"), "friend-ids": {{ 34126746, 5537488, 609154, 35877951, 36237612 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2005-10-22") } ] }
+{ "id": 9516883, "id-copy": 9516883, "alias": "Delsie", "name": "DelsieKuster", "user-since": datetime("2005-11-20T06:18:01.000"), "user-since-copy": datetime("2005-11-20T06:18:01.000"), "friend-ids": {{ 7211399, 31355269, 10052966, 11255272, 11976144, 13036749, 28228775, 3501290, 35668522, 21064471, 47089958, 20725508, 16768149, 39282691, 44096922, 12469594, 8258231, 36373387, 14994345, 32022989, 28975684, 29840860 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2008-11-11"), "end-date": date("2008-03-06") } ] }
+{ "id": 9518128, "id-copy": 9518128, "alias": "Jerrie", "name": "JerrieFonblanque", "user-since": datetime("2008-06-08T02:51:53.000"), "user-since-copy": datetime("2008-06-08T02:51:53.000"), "friend-ids": {{ 41051692, 21547608, 41749297, 21528434, 28012731, 43579854, 9172140, 17908381, 10276804, 12277383, 38454166, 6950146, 11878198, 24415804, 46218827, 33013212, 44735001, 36395459, 38515534, 16015324, 21085620, 20338207 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-01-14") } ] }
+{ "id": 9522265, "id-copy": 9522265, "alias": "Brendon", "name": "BrendonLing", "user-since": datetime("2012-08-11T12:01:34.000"), "user-since-copy": datetime("2012-08-11T12:01:34.000"), "friend-ids": {{ 32770998, 43037450, 13481444, 36411834, 21704194 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2012-08-30") } ] }
+{ "id": 9543280, "id-copy": 9543280, "alias": "Isabell", "name": "IsabellGaskins", "user-since": datetime("2009-12-05T01:29:24.000"), "user-since-copy": datetime("2009-12-05T01:29:24.000"), "friend-ids": {{ 9815607, 43778761, 25835208, 40078303, 28971077, 9802833, 17822058, 12655680, 37398606, 11387722, 5483134, 11506312, 36341116, 13511812, 3504784, 11655484, 18350098, 15365006, 32814750 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-07-01"), "end-date": date("2007-08-14") } ] }
+{ "id": 9545626, "id-copy": 9545626, "alias": "Russell", "name": "RussellKeilbach", "user-since": datetime("2010-05-20T15:10:25.000"), "user-since-copy": datetime("2010-05-20T15:10:25.000"), "friend-ids": {{ 40592323, 28819303 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2003-04-18") } ] }
+{ "id": 9568750, "id-copy": 9568750, "alias": "Daley", "name": "DaleyHarshman", "user-since": datetime("2012-01-17T10:38:07.000"), "user-since-copy": datetime("2012-01-17T10:38:07.000"), "friend-ids": {{ 18932212, 37118057, 37586464, 12686041, 21083532, 27598912 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2007-11-07") } ] }
+{ "id": 9596080, "id-copy": 9596080, "alias": "Yolonda", "name": "YolondaUlery", "user-since": datetime("2012-03-02T19:57:32.000"), "user-since-copy": datetime("2012-03-02T19:57:32.000"), "friend-ids": {{ 22382589, 22012001, 13142890, 44320162, 10358341, 14975, 43101433, 10324321, 14791134, 25984312, 11075173, 44140537, 40528755, 27384004, 40022140, 10650900, 37789740, 6928495, 22130557, 47679224, 40973393, 37190617, 35395183 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2012-03-03") } ] }
+{ "id": 9597526, "id-copy": 9597526, "alias": "Emory", "name": "EmoryThorley", "user-since": datetime("2006-01-19T22:44:03.000"), "user-since-copy": datetime("2006-01-19T22:44:03.000"), "friend-ids": {{ 420066, 8047878, 20510786, 1639671, 22923859, 27319995, 3624690, 18526424, 45857863, 2830065, 4588990, 25531572, 17878497, 47796172, 41309806, 34307425, 10084701, 1659934, 38218970, 44720636, 43501970, 610796, 35455526, 2080900 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2011-06-18"), "end-date": date("2011-09-10") } ] }
+{ "id": 9602242, "id-copy": 9602242, "alias": "Marc", "name": "MarcDimsdale", "user-since": datetime("2005-10-03T23:32:18.000"), "user-since-copy": datetime("2005-10-03T23:32:18.000"), "friend-ids": {{ 34004502, 24469994, 2140538, 1486939, 6895407, 13348535, 22384921, 11662871, 21398307, 33070732, 45602509, 26146770, 24148813, 45988030, 22184030, 855669, 36390708, 30883354, 26360628, 29836897, 28696575 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2004-05-15"), "end-date": date("2008-01-19") } ] }
+{ "id": 9638248, "id-copy": 9638248, "alias": "Azucena", "name": "AzucenaEmrick", "user-since": datetime("2005-12-04T00:15:40.000"), "user-since-copy": datetime("2005-12-04T00:15:40.000"), "friend-ids": {{ 37210744, 43097413, 2901403, 24492031, 7887583, 42518446, 28555003, 20402754, 5506767, 22982986, 21168589, 37638670, 30930177, 43662522, 45627167, 13450586, 36757137, 46663990 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2002-07-07"), "end-date": date("2006-06-11") } ] }
+{ "id": 9646474, "id-copy": 9646474, "alias": "Lilac", "name": "LilacWoodworth", "user-since": datetime("2009-12-17T02:42:51.000"), "user-since-copy": datetime("2009-12-17T02:42:51.000"), "friend-ids": {{ 47784123, 45348808, 36392712, 9381262, 10215254, 1461251, 23038092, 44549001, 39097217, 41152823, 31758517, 19401493, 39964393, 46307214, 41683224, 39011968, 5014398, 482179, 3789628, 46257340, 36041029, 10903757, 5980810, 31935548 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2004-10-25"), "end-date": date("2005-05-04") } ] }
+{ "id": 9665848, "id-copy": 9665848, "alias": "Shannah", "name": "ShannahDale", "user-since": datetime("2006-08-09T02:09:51.000"), "user-since-copy": datetime("2006-08-09T02:09:51.000"), "friend-ids": {{ 19512022, 25217933, 21742776, 35558948, 5893317, 2441637, 6907563, 36626257, 3366834, 25069218, 5753530, 45604388, 33908296, 1048890, 5720452, 7923351, 43424884, 43184720, 29744229, 10349400, 15273614, 15283237, 41997307 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2010-12-28"), "end-date": date("2010-09-17") } ] }
+{ "id": 9674677, "id-copy": 9674677, "alias": "Skye", "name": "SkyeTomlinson", "user-since": datetime("2006-02-02T19:15:10.000"), "user-since-copy": datetime("2006-02-02T19:15:10.000"), "friend-ids": {{ 24282798, 5600117, 33292938, 19518197, 11735189, 22867735, 8029689, 11269147, 7443311, 45905216, 12859442, 26944030 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2011-05-07"), "end-date": date("2011-04-19") } ] }
+{ "id": 9677293, "id-copy": 9677293, "alias": "Owen", "name": "OwenHoenshell", "user-since": datetime("2005-06-28T02:54:49.000"), "user-since-copy": datetime("2005-06-28T02:54:49.000"), "friend-ids": {{ 1016713, 4999321, 27107303, 15587298 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2010-01-11") } ] }
+{ "id": 9698980, "id-copy": 9698980, "alias": "Leland", "name": "LelandReiss", "user-since": datetime("2012-05-23T04:40:29.000"), "user-since-copy": datetime("2012-05-23T04:40:29.000"), "friend-ids": {{ 7623016, 12672253, 42612513, 44457047, 46981337, 1098470, 23122899, 15019916, 45345438, 30272843, 43546610 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-11-27") } ] }
+{ "id": 9733942, "id-copy": 9733942, "alias": "Andra", "name": "AndraConrad", "user-since": datetime("2007-01-23T01:20:01.000"), "user-since-copy": datetime("2007-01-23T01:20:01.000"), "friend-ids": {{ 42791827, 36987912, 12650269, 5310067, 33419819, 36880069, 1146970, 20314, 10762565, 20657888, 31871678, 42279496, 9831201, 4223369, 46820320, 21703772, 1326858, 21739453, 20082273, 12950360 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2002-03-21") } ] }
+{ "id": 9744016, "id-copy": 9744016, "alias": "Kasha", "name": "KashaMueller", "user-since": datetime("2011-03-16T17:17:31.000"), "user-since-copy": datetime("2011-03-16T17:17:31.000"), "friend-ids": {{ 15857660, 46791109, 10310040, 42863950, 19533508, 32561502, 4367358, 31952243, 7130063, 19536081, 19870534, 3642001, 910385, 28668446, 33204842, 13210089, 2805429 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2000-11-01") } ] }
+{ "id": 9748939, "id-copy": 9748939, "alias": "April", "name": "AprilCourtney", "user-since": datetime("2008-02-10T17:35:28.000"), "user-since-copy": datetime("2008-02-10T17:35:28.000"), "friend-ids": {{ 43018591, 38860193, 26524230, 23704979, 2293321, 18201469, 41569073, 26942967, 16348102, 20218840, 30888146, 7584389, 11355443, 3703344 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2001-08-26") } ] }
+{ "id": 9769501, "id-copy": 9769501, "alias": "Geffrey", "name": "GeffreyBurch", "user-since": datetime("2005-08-28T03:10:56.000"), "user-since-copy": datetime("2005-08-28T03:10:56.000"), "friend-ids": {{ 21060169, 45384418, 20564855, 24708101, 30231, 29383832, 9200835, 822161, 29674263, 619991, 38797966, 14299510, 13545166, 33027152 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2004-01-03"), "end-date": date("2006-04-13") } ] }
+{ "id": 9773836, "id-copy": 9773836, "alias": "Harris", "name": "HarrisAshmore", "user-since": datetime("2005-11-09T08:38:57.000"), "user-since-copy": datetime("2005-11-09T08:38:57.000"), "friend-ids": {{ 8138978, 18579002, 42663609, 12096643, 38992166, 36937135, 19634600, 2103929, 37072923, 25031081, 13379299, 11238246, 23166598, 19181943, 45382447, 8237252, 30986231, 29591835 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2000-02-12") } ] }
+{ "id": 9802330, "id-copy": 9802330, "alias": "Kirby", "name": "KirbyKnopsnider", "user-since": datetime("2011-12-18T01:10:12.000"), "user-since-copy": datetime("2011-12-18T01:10:12.000"), "friend-ids": {{ 3703876, 46564552, 9263120, 39930137, 36202804, 45164241, 7778394, 2527495, 2831079, 33834588, 42759211, 2766215, 36344152, 5218620, 1190357, 30615313, 25434877, 43958817, 23617510 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2008-02-01") } ] }
+{ "id": 9804196, "id-copy": 9804196, "alias": "Micheal", "name": "MichealEiford", "user-since": datetime("2009-05-21T02:55:17.000"), "user-since-copy": datetime("2009-05-21T02:55:17.000"), "friend-ids": {{ 31376257, 19749408, 5790154, 17891222, 15712036, 40911870, 40765983, 38804584, 24619388, 10957577, 35370581, 39352927, 6063001, 23702369, 14716580, 46589395, 35232946 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2003-07-27") } ] }
+{ "id": 9814867, "id-copy": 9814867, "alias": "Pacey", "name": "PaceyBranson", "user-since": datetime("2011-07-05T06:49:42.000"), "user-since-copy": datetime("2011-07-05T06:49:42.000"), "friend-ids": {{ 7196953 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2005-11-19"), "end-date": date("2007-12-03") } ] }
+{ "id": 9822973, "id-copy": 9822973, "alias": "Melia", "name": "MeliaWentzel", "user-since": datetime("2012-07-17T05:10:30.000"), "user-since-copy": datetime("2012-07-17T05:10:30.000"), "friend-ids": {{ 2563633, 27918474, 42233962, 40497985, 4437912, 43013491, 47283180, 20434605, 25309336, 11299381, 20584869, 15093618, 14273412, 46920368, 5868827, 40191100, 44286983, 11787568, 44551406 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2001-07-07") } ] }
+{ "id": 9856990, "id-copy": 9856990, "alias": "Claud", "name": "ClaudBaird", "user-since": datetime("2006-10-10T11:48:09.000"), "user-since-copy": datetime("2006-10-10T11:48:09.000"), "friend-ids": {{ 41756695, 15842897, 29797715, 13771892, 21179308, 42974840, 22223660, 35004748, 35597685, 45300254, 31116834, 42699991, 9704157, 23181215, 14806554, 8198556, 16256974, 16360634, 34736641 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2008-07-23") } ] }
+{ "id": 9878209, "id-copy": 9878209, "alias": "Duana", "name": "DuanaGettemy", "user-since": datetime("2007-03-05T19:06:27.000"), "user-since-copy": datetime("2007-03-05T19:06:27.000"), "friend-ids": {{ 5530171, 22409344, 22742046, 14418589, 27149252 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-07") } ] }
+{ "id": 9880603, "id-copy": 9880603, "alias": "Davis", "name": "DavisRitter", "user-since": datetime("2009-12-18T18:55:46.000"), "user-since-copy": datetime("2009-12-18T18:55:46.000"), "friend-ids": {{ 10790833, 43529865, 23457220, 6745186, 22333440, 39380793, 2096806, 44121543, 29345888, 46499780, 31896682, 35084540, 6060378, 27402271, 18954641 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2002-01-11") } ] }
+{ "id": 9886819, "id-copy": 9886819, "alias": "Phoebe", "name": "PhoebeBarnes", "user-since": datetime("2010-12-26T07:30:15.000"), "user-since-copy": datetime("2010-12-26T07:30:15.000"), "friend-ids": {{ 24361962, 43750816, 46566991, 4790101, 38827567, 6893116, 41555542, 35877264, 18479056, 22186674, 10954414, 43453344, 11903159, 12257863, 45299776 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2000-01-02"), "end-date": date("2008-05-24") } ] }
+{ "id": 9904822, "id-copy": 9904822, "alias": "Judith", "name": "JudithChristman", "user-since": datetime("2005-05-19T14:43:44.000"), "user-since-copy": datetime("2005-05-19T14:43:44.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "highfax", "start-date": date("2002-05-06") } ] }
+{ "id": 9917008, "id-copy": 9917008, "alias": "Clancy", "name": "ClancyHector", "user-since": datetime("2007-09-25T20:55:57.000"), "user-since-copy": datetime("2007-09-25T20:55:57.000"), "friend-ids": {{ 37754545, 37579706, 39121342, 28434988, 3927416, 3794736, 17107964, 20761621, 20497172, 28562441, 4310488, 35121288, 2380560, 32434056 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2011-06-24") } ] }
+{ "id": 9939937, "id-copy": 9939937, "alias": "Margeret", "name": "MargeretWhite", "user-since": datetime("2008-10-10T22:07:17.000"), "user-since-copy": datetime("2008-10-10T22:07:17.000"), "friend-ids": {{ 12369844, 34252449, 12412010, 16942281, 25231122, 42326296, 27054531, 8338820, 25466132, 10175756, 23763550, 40035149, 41030740, 36493305, 19615682, 30813330, 24869907, 6934392, 31309446, 2545800, 463498, 3089623, 12714051, 38317605 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2012-01-19") } ] }
+{ "id": 9945166, "id-copy": 9945166, "alias": "Lilly", "name": "LillyPirl", "user-since": datetime("2009-10-26T11:59:59.000"), "user-since-copy": datetime("2009-10-26T11:59:59.000"), "friend-ids": {{ 44569094, 5885974, 43165146, 40353390, 45117914, 35995608, 22535699, 46288114, 47171829, 14193764, 45832182, 4957844, 2623547, 37294528 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2009-12-15"), "end-date": date("2011-11-20") } ] }
+{ "id": 9952342, "id-copy": 9952342, "alias": "Christal", "name": "ChristalMcmichaels", "user-since": datetime("2008-02-13T13:25:45.000"), "user-since-copy": datetime("2008-02-13T13:25:45.000"), "friend-ids": {{ 12290348, 1563117, 10883525, 17285406, 3798829, 3734533, 13084348, 31001579, 23655942, 44480002, 11803789, 8240833, 42718608, 41919526, 37582304, 10494964, 10815416, 10676699, 9376307 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2011-05-16") } ] }
+{ "id": 9970132, "id-copy": 9970132, "alias": "Garrett", "name": "GarrettPery", "user-since": datetime("2007-03-03T11:19:29.000"), "user-since-copy": datetime("2007-03-03T11:19:29.000"), "friend-ids": {{ 25744707, 31991833, 37406793, 30461766, 24815522, 3640470, 13669903, 17663561, 19222132, 29107132, 42516393, 40032051, 24029037, 28047983, 45579233 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2001-01-12") } ] }
+{ "id": 9979750, "id-copy": 9979750, "alias": "Reginald", "name": "ReginaldAltman", "user-since": datetime("2007-04-04T08:51:58.000"), "user-since-copy": datetime("2007-04-04T08:51:58.000"), "friend-ids": {{ 2988287 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2002-01-28") } ] }
+{ "id": 9985393, "id-copy": 9985393, "alias": "Whitaker", "name": "WhitakerMang", "user-since": datetime("2007-11-28T09:34:34.000"), "user-since-copy": datetime("2007-11-28T09:34:34.000"), "friend-ids": {{ 24107735, 37165967, 31305236, 35313360, 9261860, 32724193, 34416346, 8143882, 9029425, 26723829, 4545824 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2000-08-23"), "end-date": date("2008-08-06") } ] }
+{ "id": 9986206, "id-copy": 9986206, "alias": "Tatiana", "name": "TatianaAlbright", "user-since": datetime("2006-03-21T10:00:55.000"), "user-since-copy": datetime("2006-03-21T10:00:55.000"), "friend-ids": {{ 42869099, 40178170, 13922993, 28844962, 26206785, 41293581, 17131809, 1583964, 47236558, 2656158, 11008100, 3994698, 23764118, 14275676, 4922979, 28466879, 16454954, 3620561, 42044685, 12665882, 18354684 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2012-04-24") } ] }
+{ "id": 10000456, "id-copy": 10000456, "alias": "Love", "name": "LoveHawker", "user-since": datetime("2011-03-01T20:42:05.000"), "user-since-copy": datetime("2011-03-01T20:42:05.000"), "friend-ids": {{ 33646270, 5736885, 35243769, 35528678, 43954964, 44975821, 1839952, 24025196, 1108928 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2010-11-23"), "end-date": date("2011-03-07") } ] }
+{ "id": 10001080, "id-copy": 10001080, "alias": "Garrett", "name": "GarrettBode", "user-since": datetime("2005-10-25T18:07:35.000"), "user-since-copy": datetime("2005-10-25T18:07:35.000"), "friend-ids": {{ 35858744, 16426061, 11473961, 4769664, 29038930, 33070686, 46271872, 42593454, 36202882, 46642640, 22243678, 20222041, 29014540, 7389258, 7172909, 12787979, 146736, 21081030, 21615179, 2936936, 44934891 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2007-06-24") } ] }
+{ "id": 10002907, "id-copy": 10002907, "alias": "Maegan", "name": "MaeganErschoff", "user-since": datetime("2011-10-15T18:08:56.000"), "user-since-copy": datetime("2011-10-15T18:08:56.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2009-02-06"), "end-date": date("2011-05-20") } ] }
+{ "id": 10045915, "id-copy": 10045915, "alias": "Mona", "name": "MonaMarshall", "user-since": datetime("2005-08-24T06:03:43.000"), "user-since-copy": datetime("2005-08-24T06:03:43.000"), "friend-ids": {{ 34157870, 1960568, 39038094, 2842182, 12353591, 44464974, 45836337, 4831806, 18179039, 21060089, 15776264, 41865218, 5999176, 18197780 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2006-07-28") } ] }
+{ "id": 10089976, "id-copy": 10089976, "alias": "Marion", "name": "MarionThomlinson", "user-since": datetime("2006-06-27T14:11:49.000"), "user-since-copy": datetime("2006-06-27T14:11:49.000"), "friend-ids": {{ 39404598, 46190974, 43413339, 41250692, 4194349, 5150083, 35574492, 30896673, 15969653, 41889132, 38801872, 17834003, 42587459, 42269051, 20206793, 46257713, 2735409, 28567746, 6641216, 3627253, 15945805, 33861471, 9997931, 38242090 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2011-11-22"), "end-date": date("2011-06-01") } ] }
+{ "id": 10108534, "id-copy": 10108534, "alias": "Moriah", "name": "MoriahMitchell", "user-since": datetime("2005-11-13T21:32:41.000"), "user-since-copy": datetime("2005-11-13T21:32:41.000"), "friend-ids": {{ 30372632 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-05-07") } ] }
+{ "id": 10114891, "id-copy": 10114891, "alias": "Destinee", "name": "DestineeLeech", "user-since": datetime("2006-06-05T09:32:17.000"), "user-since-copy": datetime("2006-06-05T09:32:17.000"), "friend-ids": {{ 9925448, 28685906, 3305693, 11131758, 10477741, 19058196, 25921997, 38543939, 20851041 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2001-09-24") } ] }
+{ "id": 10118077, "id-copy": 10118077, "alias": "Elizbeth", "name": "ElizbethPfeifer", "user-since": datetime("2011-09-08T11:58:48.000"), "user-since-copy": datetime("2011-09-08T11:58:48.000"), "friend-ids": {{ 18001251, 40309720, 10119557, 37766102, 22202316, 2805709, 693628, 5524288, 21415560, 45687644, 23912525, 25418741, 22816155, 26787291, 30518473, 27701649 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2002-03-15"), "end-date": date("2004-11-03") } ] }
+{ "id": 10133458, "id-copy": 10133458, "alias": "Kati", "name": "KatiPennington", "user-since": datetime("2011-01-28T10:51:37.000"), "user-since-copy": datetime("2011-01-28T10:51:37.000"), "friend-ids": {{ 41299906, 11523198, 8344474, 36086944, 34330342, 43585884, 6751565, 23415221, 32275829, 43645200 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2005-11-11") } ] }
+{ "id": 10136659, "id-copy": 10136659, "alias": "Robt", "name": "RobtKooser", "user-since": datetime("2008-11-08T19:22:49.000"), "user-since-copy": datetime("2008-11-08T19:22:49.000"), "friend-ids": {{ 22245145, 29285750, 9880896 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-02-07") } ] }
+{ "id": 10178182, "id-copy": 10178182, "alias": "Jen", "name": "JenOtis", "user-since": datetime("2007-08-09T09:42:29.000"), "user-since-copy": datetime("2007-08-09T09:42:29.000"), "friend-ids": {{ 26278603, 27983753, 13714345, 35452213, 27849291, 21838200, 1008530, 27777115, 27069057, 35804914, 34598070, 10076890, 12795361, 16653787, 2916026, 27047674, 8630755, 29822673 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2005-10-10") } ] }
+{ "id": 10185346, "id-copy": 10185346, "alias": "Noah", "name": "NoahAshmore", "user-since": datetime("2006-04-04T14:33:43.000"), "user-since-copy": datetime("2006-04-04T14:33:43.000"), "friend-ids": {{ 15819384, 46052301, 7102428, 7977240, 30337629, 31480307, 30013142, 4192580, 34814572, 6841517, 2253788, 31150059, 505825, 27897490, 11402219 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-06-06") } ] }
+{ "id": 10202302, "id-copy": 10202302, "alias": "Camila", "name": "CamilaKelley", "user-since": datetime("2010-04-17T06:57:52.000"), "user-since-copy": datetime("2010-04-17T06:57:52.000"), "friend-ids": {{ 21392718, 41703679, 41044232, 47307848, 13912958, 45329595, 33360889, 24572594, 23726460, 9181899, 42227287, 26565775, 12665691, 12244453, 26966326, 3189268, 41340076, 33904406, 38048631, 22870005 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2000-10-09") } ] }
+{ "id": 10205539, "id-copy": 10205539, "alias": "Raeburn", "name": "RaeburnWire", "user-since": datetime("2007-04-28T23:05:24.000"), "user-since-copy": datetime("2007-04-28T23:05:24.000"), "friend-ids": {{ 13609724, 40251506 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2000-08-09") } ] }
+{ "id": 10207636, "id-copy": 10207636, "alias": "Stewart", "name": "StewartHamilton", "user-since": datetime("2008-11-06T21:44:47.000"), "user-since-copy": datetime("2008-11-06T21:44:47.000"), "friend-ids": {{ 25417411, 7322723, 13495699, 47274757, 44964322, 4993843, 36429109, 11904558, 18759232, 45446850, 40537858, 40487724, 36200691, 6846408, 7421262, 2225424, 12997194 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2012-08-28"), "end-date": date("2012-08-29") } ] }
+{ "id": 10219465, "id-copy": 10219465, "alias": "Ros", "name": "RosSurrency", "user-since": datetime("2010-04-20T12:07:16.000"), "user-since-copy": datetime("2010-04-20T12:07:16.000"), "friend-ids": {{ 14365151, 47786936, 41386448, 10958072, 34068903, 28844652, 16749120, 16920092, 7474357, 35730197, 13732713, 26185093, 19486844, 13720196, 7483494, 16709415, 32998666, 31641404, 42939361, 20750447, 44343030, 17559252, 13810932 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-12-12"), "end-date": date("2010-05-04") } ] }
+{ "id": 10222144, "id-copy": 10222144, "alias": "Alvina", "name": "AlvinaTanner", "user-since": datetime("2007-10-15T04:24:14.000"), "user-since-copy": datetime("2007-10-15T04:24:14.000"), "friend-ids": {{ 44207447, 29837430, 407059, 4562324, 970458, 31348025, 16439061, 13011150, 23510630, 21529259, 8279487, 28052530, 36551405, 17492050, 17983056, 11834104, 242520, 9279232, 4179609, 28407763, 23038009, 36977762, 8779957, 15040402 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2006-05-27") } ] }
+{ "id": 10224400, "id-copy": 10224400, "alias": "Malvina", "name": "MalvinaPery", "user-since": datetime("2009-01-25T03:41:22.000"), "user-since-copy": datetime("2009-01-25T03:41:22.000"), "friend-ids": {{ 17095877, 17062955, 13129292, 31635980, 32747924, 902714, 32032985, 44944935, 30544897, 44429244 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2001-01-11"), "end-date": date("2011-04-10") } ] }
+{ "id": 10227844, "id-copy": 10227844, "alias": "Simon", "name": "SimonCoates", "user-since": datetime("2008-09-18T06:23:35.000"), "user-since-copy": datetime("2008-09-18T06:23:35.000"), "friend-ids": {{ 5847048, 15554997, 1367924, 17223026, 31605674, 38148868, 15521228, 37540102, 4103855, 39184726, 26130198, 43081715, 35929397, 28963043, 10703925 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2011-07-02") } ] }
+{ "id": 10230604, "id-copy": 10230604, "alias": "Courtney", "name": "CourtneyCountryman", "user-since": datetime("2012-03-05T08:49:56.000"), "user-since-copy": datetime("2012-03-05T08:49:56.000"), "friend-ids": {{ 28617094, 31170285, 26700577, 43586990, 12809105, 8131401, 15644912, 38127923, 7871621, 13276397, 41863539, 3715524, 13404150, 12834697, 237361, 41295097, 29471386, 19859329, 14312407, 79917, 42547367, 9661712, 30110962, 29137807 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2001-06-09"), "end-date": date("2004-06-04") } ] }
+{ "id": 10250857, "id-copy": 10250857, "alias": "Kandi", "name": "KandiFranks", "user-since": datetime("2010-11-24T19:47:41.000"), "user-since-copy": datetime("2010-11-24T19:47:41.000"), "friend-ids": {{ 44991748, 27655130, 7925482, 33419150, 18275478 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2002-04-08") } ] }
+{ "id": 10251805, "id-copy": 10251805, "alias": "Jericho", "name": "JerichoBaird", "user-since": datetime("2005-07-02T12:57:18.000"), "user-since-copy": datetime("2005-07-02T12:57:18.000"), "friend-ids": {{ 5748549, 47013396, 15858292, 458526, 28324553, 22401875, 21726858, 38878600, 29844738, 14547049, 11432495, 9227475 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2005-06-09"), "end-date": date("2011-11-01") } ] }
+{ "id": 10257028, "id-copy": 10257028, "alias": "Gary", "name": "GaryThompson", "user-since": datetime("2009-01-23T04:15:30.000"), "user-since-copy": datetime("2009-01-23T04:15:30.000"), "friend-ids": {{ 46006273, 33435458, 40976127, 42353737, 37166855, 14882549, 27357892, 31126471, 38151307, 38721200 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2008-05-03"), "end-date": date("2011-09-08") } ] }
+{ "id": 10258114, "id-copy": 10258114, "alias": "Chuck", "name": "ChuckGibson", "user-since": datetime("2012-07-20T03:48:15.000"), "user-since-copy": datetime("2012-07-20T03:48:15.000"), "friend-ids": {{ 32318205, 37049120, 26298456, 3281723, 14892306, 29998569, 29992020, 36383932, 15333422, 29670243 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2006-10-11"), "end-date": date("2011-09-02") } ] }
+{ "id": 10267057, "id-copy": 10267057, "alias": "Thomas", "name": "ThomasCook", "user-since": datetime("2008-03-02T23:04:31.000"), "user-since-copy": datetime("2008-03-02T23:04:31.000"), "friend-ids": {{ 23744020, 25995598, 40459051, 27658275, 10133202, 11434833, 29790727, 1672639, 19652058, 18554997, 37878642, 48016133, 46599310, 37105777, 36004129, 6402365, 9889815, 29589019, 1497208, 19269802, 43383394, 30936085 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2008-05-14"), "end-date": date("2008-07-10") } ] }
+{ "id": 10269349, "id-copy": 10269349, "alias": "Oneida", "name": "OneidaJube", "user-since": datetime("2010-11-18T02:17:28.000"), "user-since-copy": datetime("2010-11-18T02:17:28.000"), "friend-ids": {{ 12058841, 5816839, 33989309, 42710608, 27128355, 22765769, 30666197, 9009086, 7254731, 41783149, 10080163, 38431373, 35086196, 3607650 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2000-12-10") } ] }
+{ "id": 10271479, "id-copy": 10271479, "alias": "Leah", "name": "LeahKoepple", "user-since": datetime("2007-10-26T15:57:39.000"), "user-since-copy": datetime("2007-10-26T15:57:39.000"), "friend-ids": {{ 317362, 43304286, 35630504, 16014770, 43567734, 37946435, 7728583, 45620359, 43235478, 17133820, 22926471, 27438784, 43521614, 235789, 43107565, 21967424, 39119573, 1688079, 5463246, 10081045 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2012-06-14") } ] }
+{ "id": 10278607, "id-copy": 10278607, "alias": "Brenden", "name": "BrendenLombardi", "user-since": datetime("2012-02-13T05:59:40.000"), "user-since-copy": datetime("2012-02-13T05:59:40.000"), "friend-ids": {{ 2820692, 43529738, 38518064, 29672334, 24653037, 39717291, 14213502, 23982828, 47123006, 34213620, 5993185, 10068793, 47512414, 40682283, 26631237, 23442819, 9215972, 9003752, 31259126, 8467245, 32821220, 8582002, 42606040 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2001-06-16"), "end-date": date("2008-09-11") } ] }
+{ "id": 10280533, "id-copy": 10280533, "alias": "Normand", "name": "NormandAckerley", "user-since": datetime("2008-05-18T00:44:35.000"), "user-since-copy": datetime("2008-05-18T00:44:35.000"), "friend-ids": {{ 46908522, 2002203, 15632192, 3790633, 21300428, 15452344, 34478785, 18864214, 32842683, 10486268, 2496859 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2010-12-07") } ] }
+{ "id": 10300027, "id-copy": 10300027, "alias": "Cassie", "name": "CassieCarmichael", "user-since": datetime("2007-02-17T16:12:21.000"), "user-since-copy": datetime("2007-02-17T16:12:21.000"), "friend-ids": {{ 18690821, 9246387, 5425670, 8058755, 32156367, 29092478 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-03-06") } ] }
+{ "id": 10301008, "id-copy": 10301008, "alias": "Edgardo", "name": "EdgardoWheeler", "user-since": datetime("2012-04-27T03:11:16.000"), "user-since-copy": datetime("2012-04-27T03:11:16.000"), "friend-ids": {{ 44525957, 2368018 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2004-07-02"), "end-date": date("2009-04-13") } ] }
+{ "id": 10320979, "id-copy": 10320979, "alias": "Giuseppe", "name": "GiuseppePorter", "user-since": datetime("2006-10-21T21:56:23.000"), "user-since-copy": datetime("2006-10-21T21:56:23.000"), "friend-ids": {{ 34102109, 41585396, 8170669, 7376463, 11841426, 6745396, 35637670, 38513040, 26085708, 7577827, 4793535, 31185038, 9126, 502656, 18672743, 27688404, 19846788, 47731814, 42609593 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2012-06-08") } ] }
+{ "id": 10323868, "id-copy": 10323868, "alias": "Floyd", "name": "FloydCostello", "user-since": datetime("2007-12-17T05:45:55.000"), "user-since-copy": datetime("2007-12-17T05:45:55.000"), "friend-ids": {{ 16296950, 29360254, 19980961, 43395913, 46984972, 2696536, 9715184, 10851075, 25657111, 46730259, 9182621, 31950695, 46717390, 16664917, 38439464, 6987406, 28167105, 10608129, 11375117, 4306430, 31737185, 29321535, 7420588 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2000-08-21") } ] }
+{ "id": 10337950, "id-copy": 10337950, "alias": "Bibi", "name": "BibiCattley", "user-since": datetime("2007-11-16T11:08:34.000"), "user-since-copy": datetime("2007-11-16T11:08:34.000"), "friend-ids": {{ 24399247, 18391359, 18215808, 36042641, 19360937, 2039633, 17280287, 22159187, 31245932, 4767019, 3299881, 12321916, 22533524, 18760130, 31303729, 39565694, 21606207, 8226305, 16276064 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2003-02-25"), "end-date": date("2008-08-20") } ] }
+{ "id": 10365688, "id-copy": 10365688, "alias": "Innocent", "name": "InnocentBlatenberger", "user-since": datetime("2008-11-09T13:57:34.000"), "user-since-copy": datetime("2008-11-09T13:57:34.000"), "friend-ids": {{ 27902413, 27226238, 35017422, 28154221 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2011-09-13"), "end-date": date("2011-02-05") } ] }
+{ "id": 10367503, "id-copy": 10367503, "alias": "Tory", "name": "ToryBender", "user-since": datetime("2012-01-17T03:20:23.000"), "user-since-copy": datetime("2012-01-17T03:20:23.000"), "friend-ids": {{ 12035968, 32370161, 7506904, 40525754, 44978940, 28927429, 47139832, 9164811, 29534171, 3789973 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2009-02-05") } ] }
+{ "id": 10380031, "id-copy": 10380031, "alias": "Otha", "name": "OthaHaines", "user-since": datetime("2005-08-08T04:10:50.000"), "user-since-copy": datetime("2005-08-08T04:10:50.000"), "friend-ids": {{ 2710866, 28894512, 36379679, 32545673, 38671874, 16746916, 39103475, 19783615, 17514492, 42617267, 7461114, 17712393, 43474200, 3806350, 5065542, 35722940 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2011-05-07") } ] }
+{ "id": 10384705, "id-copy": 10384705, "alias": "Santos", "name": "SantosJames", "user-since": datetime("2011-05-07T11:54:13.000"), "user-since-copy": datetime("2011-05-07T11:54:13.000"), "friend-ids": {{ 43937179, 34015979, 7417213, 14660995, 19725400, 3931428, 7318379, 48016396, 44068471, 4577462, 38302695, 16520658, 40487183, 31181305, 11750148, 42688348, 42071075, 10641987, 28860865, 27686448, 40844612, 10817134 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2007-12-18") } ] }
+{ "id": 10391179, "id-copy": 10391179, "alias": "Raymond", "name": "RaymondHoopengarner", "user-since": datetime("2006-04-06T18:32:20.000"), "user-since-copy": datetime("2006-04-06T18:32:20.000"), "friend-ids": {{ 35664656, 36940003, 35836359, 25322876, 45895708, 14553421 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2005-08-05"), "end-date": date("2007-01-09") } ] }
+{ "id": 10394632, "id-copy": 10394632, "alias": "Marlin", "name": "MarlinLogue", "user-since": datetime("2011-08-28T14:57:40.000"), "user-since-copy": datetime("2011-08-28T14:57:40.000"), "friend-ids": {{ 45667126 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2004-07-03"), "end-date": date("2009-05-09") } ] }
+{ "id": 10400386, "id-copy": 10400386, "alias": "Marion", "name": "MarionBuck", "user-since": datetime("2006-06-22T03:35:25.000"), "user-since-copy": datetime("2006-06-22T03:35:25.000"), "friend-ids": {{ 35854700, 8766966, 41860546, 25745457, 12225165, 15412904, 39841282, 5879215, 24965438, 4636142, 43652954, 36414405, 34931848, 38550959, 30395999, 44263220, 8167212, 35555246, 11177002, 29078503 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2000-08-28") } ] }
+{ "id": 10413097, "id-copy": 10413097, "alias": "Lindsay", "name": "LindsayDoverspike", "user-since": datetime("2005-03-24T22:42:49.000"), "user-since-copy": datetime("2005-03-24T22:42:49.000"), "friend-ids": {{ 773762, 43764188, 23133486, 27099138, 38010544, 38283504, 38432745, 32450505, 34499948, 38200436, 44093983, 41684052, 41353940, 29027114, 2947798, 25212070, 9522627, 18680730, 13060818, 41586559 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2010-01-23"), "end-date": date("2011-01-14") } ] }
+{ "id": 10415575, "id-copy": 10415575, "alias": "Amabel", "name": "AmabelRoose", "user-since": datetime("2011-05-28T10:47:28.000"), "user-since-copy": datetime("2011-05-28T10:47:28.000"), "friend-ids": {{ 22120342, 22881927, 39043768, 27695122, 8669783, 25973892 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2000-03-14") } ] }
+{ "id": 10417531, "id-copy": 10417531, "alias": "Eileen", "name": "EileenCrissman", "user-since": datetime("2009-10-13T21:36:38.000"), "user-since-copy": datetime("2009-10-13T21:36:38.000"), "friend-ids": {{ 911579, 3590209, 15646563, 31960066, 14495212, 44915460, 42713118, 1962949, 44935091, 6578467, 21896024, 41455809, 25543039, 28884330, 44289305, 15569750, 32580470, 46016098, 9828368 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2003-06-11"), "end-date": date("2005-10-02") } ] }
+{ "id": 10451932, "id-copy": 10451932, "alias": "Kory", "name": "KoryRomanoff", "user-since": datetime("2008-09-27T13:29:18.000"), "user-since-copy": datetime("2008-09-27T13:29:18.000"), "friend-ids": {{ 21328124, 47569968, 22569123, 34316877, 36016117, 19944396, 34862141, 14875173, 3888684, 25235679, 7930355, 24991146, 2862320, 9552488, 23394143, 6292732, 23109993 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2008-04-25"), "end-date": date("2010-03-18") } ] }
+{ "id": 10458316, "id-copy": 10458316, "alias": "Nivek", "name": "NivekHarper", "user-since": datetime("2009-06-27T16:14:07.000"), "user-since-copy": datetime("2009-06-27T16:14:07.000"), "friend-ids": {{ 28377255, 40295259, 41434117, 37075748, 12913111, 1533923, 393103, 31161713, 13106373, 924904, 14927212, 7552938, 8299772, 28404911, 45464821, 34440085, 36216015, 2915789, 13470222, 34755494, 29250423 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2002-03-28"), "end-date": date("2010-12-09") } ] }
+{ "id": 10479073, "id-copy": 10479073, "alias": "Rhianna", "name": "RhiannaWerry", "user-since": datetime("2009-09-17T19:42:47.000"), "user-since-copy": datetime("2009-09-17T19:42:47.000"), "friend-ids": {{ 30293616, 42971604, 8411318, 37648744, 27412687, 17821200, 45008072 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2004-11-02"), "end-date": date("2011-06-24") } ] }
+{ "id": 10479190, "id-copy": 10479190, "alias": "Carmine", "name": "CarmineMortland", "user-since": datetime("2011-06-18T02:57:13.000"), "user-since-copy": datetime("2011-06-18T02:57:13.000"), "friend-ids": {{ 36090597, 35550849, 19614765, 34665409, 7740163, 12824683, 12997403, 32586142, 10137983, 44900811, 30392212, 43177710, 47792212 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2002-02-23") } ] }
+{ "id": 10492168, "id-copy": 10492168, "alias": "Savannah", "name": "SavannahRobinson", "user-since": datetime("2008-05-02T04:19:01.000"), "user-since-copy": datetime("2008-05-02T04:19:01.000"), "friend-ids": {{ 40126719, 38171650, 1474355, 6983398, 7918678, 45578368, 3210188, 29374863, 37758187, 2415003, 13746140, 44168763, 45798029, 17203664, 46309082, 21338452, 17217009, 24916114 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-07-20"), "end-date": date("2009-03-01") } ] }
+{ "id": 10493269, "id-copy": 10493269, "alias": "Anya", "name": "AnyaWoodward", "user-since": datetime("2009-03-08T07:08:04.000"), "user-since-copy": datetime("2009-03-08T07:08:04.000"), "friend-ids": {{ 2357333 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2001-05-04") } ] }
+{ "id": 10494370, "id-copy": 10494370, "alias": "Maria", "name": "MariaToke", "user-since": datetime("2009-12-06T17:40:38.000"), "user-since-copy": datetime("2009-12-06T17:40:38.000"), "friend-ids": {{ 28240347, 34042532 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2001-08-08"), "end-date": date("2008-07-09") } ] }
+{ "id": 10503262, "id-copy": 10503262, "alias": "Suzanne", "name": "SuzanneFonblanque", "user-since": datetime("2012-03-16T20:22:06.000"), "user-since-copy": datetime("2012-03-16T20:22:06.000"), "friend-ids": {{ 17868500, 500991, 7701699, 45401842, 16746916, 24217608, 46250003, 17567888, 28186634 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2001-01-18"), "end-date": date("2005-08-07") } ] }
+{ "id": 10509676, "id-copy": 10509676, "alias": "Dinorah", "name": "DinorahRopes", "user-since": datetime("2009-12-05T06:00:03.000"), "user-since-copy": datetime("2009-12-05T06:00:03.000"), "friend-ids": {{ 13297859, 17139775, 6500776, 46867326, 18510471, 20417055, 39500392, 2482383, 3361807, 14184772, 24928547, 14390842, 40519232, 14991589, 21242930, 24964529, 38160860, 25523267, 4709228, 13473948, 15850888, 30150938, 5984402, 26343874 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2010-08-11") } ] }
+{ "id": 10514095, "id-copy": 10514095, "alias": "Chantelle", "name": "ChantelleCatleay", "user-since": datetime("2008-10-23T00:05:15.000"), "user-since-copy": datetime("2008-10-23T00:05:15.000"), "friend-ids": {{ 11871759, 1505524, 45483061, 31479407, 15112731, 41816114, 22650998 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2008-06-14") } ] }
+{ "id": 10540825, "id-copy": 10540825, "alias": "Jayna", "name": "JaynaRowe", "user-since": datetime("2008-01-09T12:09:19.000"), "user-since-copy": datetime("2008-01-09T12:09:19.000"), "friend-ids": {{ 20315422, 9358699, 6204561, 40594838, 46678685, 34224970, 47262413, 42477325, 7591560, 39986319, 9438124, 30292072, 11187685, 27885, 47428887, 9535830, 36979072, 14613793 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2005-11-10") } ] }
+{ "id": 10567702, "id-copy": 10567702, "alias": "Zelda", "name": "ZeldaRitter", "user-since": datetime("2010-09-27T12:52:54.000"), "user-since-copy": datetime("2010-09-27T12:52:54.000"), "friend-ids": {{ 28336161, 20248788, 24723848, 8856879, 16831898, 7643547, 42868543, 23023606, 7531861, 36186817, 29113040, 995506, 32607538, 18755505, 44683178, 24627205, 39736850, 43535271, 385416, 40525568 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-11-27"), "end-date": date("2011-08-16") } ] }
+{ "id": 10582339, "id-copy": 10582339, "alias": "Randall", "name": "RandallDrabble", "user-since": datetime("2006-09-08T10:08:58.000"), "user-since-copy": datetime("2006-09-08T10:08:58.000"), "friend-ids": {{ 32686522, 24466673, 14026712, 31573032, 14639819, 19975138, 30208386, 24174917, 7234882, 9431452, 18256175, 18934583, 31539286, 46107937, 32747992, 28900739, 40079932, 40674667, 33527888, 45927633, 22350243, 14260823, 19696930, 17970296 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2008-12-13") } ] }
+{ "id": 10602166, "id-copy": 10602166, "alias": "Karine", "name": "KarineAdams", "user-since": datetime("2006-03-03T20:36:12.000"), "user-since-copy": datetime("2006-03-03T20:36:12.000"), "friend-ids": {{ 4463206, 23962283, 34321170, 10546383, 39886106, 37478996 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2000-10-28"), "end-date": date("2010-04-26") } ] }
+{ "id": 10623790, "id-copy": 10623790, "alias": "Leon", "name": "LeonSouthern", "user-since": datetime("2006-08-26T12:47:17.000"), "user-since-copy": datetime("2006-08-26T12:47:17.000"), "friend-ids": {{ 15974929, 10054172, 9775689, 22060162, 41777649, 13548836, 10842789, 45455670, 32027368, 45268626, 40570545, 18214851, 47559589, 38267347, 41101925, 45749689, 29277572, 47828706, 45708476, 33769625 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2012-06-22"), "end-date": date("2012-06-05") } ] }
+{ "id": 10650526, "id-copy": 10650526, "alias": "Gertie", "name": "GertieWallace", "user-since": datetime("2010-07-16T05:33:07.000"), "user-since-copy": datetime("2010-07-16T05:33:07.000"), "friend-ids": {{ 35934417, 43053648, 35859770, 43704932, 35605486, 17212020, 21235775, 26783725, 17450538, 42996452, 15873053, 36331217, 18524993, 45483950, 1549676, 24801562, 46527491 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2003-08-16") } ] }
+{ "id": 10661566, "id-copy": 10661566, "alias": "Cathy", "name": "CathyKight", "user-since": datetime("2007-07-17T18:53:31.000"), "user-since-copy": datetime("2007-07-17T18:53:31.000"), "friend-ids": {{ 19477294, 31919442, 6947933, 16858850, 21921187, 21214480, 19616226, 2133662, 42362248, 7534944, 12953803, 41148200, 30043772, 38130157, 36623612, 45371575, 25019205, 10260656 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2008-12-09"), "end-date": date("2008-01-04") } ] }
+{ "id": 10662082, "id-copy": 10662082, "alias": "Colbert", "name": "ColbertFylbrigg", "user-since": datetime("2005-04-09T18:04:54.000"), "user-since-copy": datetime("2005-04-09T18:04:54.000"), "friend-ids": {{ 25358191, 27442450, 16828484, 16821866, 7010321, 35271072, 32519925, 15521808, 35168957, 36812363, 18888093, 45727757, 30009499, 31505405, 27925036, 47549214, 20290733, 18290760, 36238437, 32377676 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-04-02") } ] }
+{ "id": 10663741, "id-copy": 10663741, "alias": "Gaylord", "name": "GaylordWynne", "user-since": datetime("2007-09-07T09:15:35.000"), "user-since-copy": datetime("2007-09-07T09:15:35.000"), "friend-ids": {{ 34508923, 28228552, 7714885, 16525247, 30914675, 8152699, 26553788, 8070452, 45739728 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2006-05-18"), "end-date": date("2008-04-07") } ] }
+{ "id": 10700431, "id-copy": 10700431, "alias": "Lessie", "name": "LessieRobinson", "user-since": datetime("2011-02-03T18:31:41.000"), "user-since-copy": datetime("2011-02-03T18:31:41.000"), "friend-ids": {{ 8174251, 46379649, 3507858, 13269282, 38334885, 12074283, 34128956, 46802811, 37285621, 15203773, 17611824, 47823053, 28609781, 31377970, 11077457, 3771375, 27529933, 170454, 38682017 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2002-01-08"), "end-date": date("2006-06-08") } ] }
+{ "id": 10712731, "id-copy": 10712731, "alias": "Abigail", "name": "AbigailKunkle", "user-since": datetime("2011-07-20T07:10:43.000"), "user-since-copy": datetime("2011-07-20T07:10:43.000"), "friend-ids": {{ 35920648, 38798778, 17160209, 16674423, 44247736, 45731986, 29605307, 123608, 46926535, 41274265, 36397206, 16900492, 19895463, 10043680, 42549381, 21006240, 13037274, 25867242, 34428167, 953419, 2284340, 32321044, 2351589, 30797666 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2002-08-11"), "end-date": date("2002-12-01") } ] }
+{ "id": 10735369, "id-copy": 10735369, "alias": "Cody", "name": "CodySchaeffer", "user-since": datetime("2008-07-03T05:27:24.000"), "user-since-copy": datetime("2008-07-03T05:27:24.000"), "friend-ids": {{ 15534779, 12333665, 10468027, 3865324, 39537208, 16999101, 9009757, 318331, 30123714, 10137427, 16481424 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2009-01-19") } ] }
+{ "id": 10739446, "id-copy": 10739446, "alias": "Urban", "name": "UrbanHair", "user-since": datetime("2010-12-28T02:29:19.000"), "user-since-copy": datetime("2010-12-28T02:29:19.000"), "friend-ids": {{ 31947556, 39058269, 43315882, 40575729, 4079275, 40689246, 22639555, 1422452, 28051313, 41854009, 30810426, 37406811, 20834349, 46933622, 28218698, 17239481, 33458180 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2006-05-21") } ] }
+{ "id": 10749553, "id-copy": 10749553, "alias": "Rolland", "name": "RollandMunshower", "user-since": datetime("2005-12-26T19:26:32.000"), "user-since-copy": datetime("2005-12-26T19:26:32.000"), "friend-ids": {{ 27080985, 4355429, 17027260, 30203290, 37292858, 1935550, 467329, 24265915, 4926329, 28586308, 27299677, 25356918, 14171255, 319307, 15014794 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2011-04-21") } ] }
+{ "id": 10777072, "id-copy": 10777072, "alias": "Fairy", "name": "FairyAgg", "user-since": datetime("2011-08-22T17:08:52.000"), "user-since-copy": datetime("2011-08-22T17:08:52.000"), "friend-ids": {{ 30447177, 24535470, 1763903, 4456057, 35013322 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2009-02-19") } ] }
+{ "id": 10783822, "id-copy": 10783822, "alias": "Emerald", "name": "EmeraldMillard", "user-since": datetime("2008-08-07T16:33:44.000"), "user-since-copy": datetime("2008-08-07T16:33:44.000"), "friend-ids": {{ 22464360, 7890894, 18256597, 33659179, 24554534, 30962087, 29716339, 23689397, 45113518, 19997635 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2001-06-10"), "end-date": date("2006-12-02") } ] }
+{ "id": 10799674, "id-copy": 10799674, "alias": "Dolores", "name": "DoloresPolson", "user-since": datetime("2006-03-24T00:54:47.000"), "user-since-copy": datetime("2006-03-24T00:54:47.000"), "friend-ids": {{ 40482317, 21393644, 151122, 13958566, 6524741, 1269094, 34703787, 38215473, 20258639, 144407, 23903205, 46922014, 26741209, 34932062, 1043581, 14090176, 45243069, 19226320, 33271281, 20215000, 46383495, 42405679, 42360649 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2009-07-18") } ] }
+{ "id": 10804771, "id-copy": 10804771, "alias": "Delicia", "name": "DeliciaPittman", "user-since": datetime("2008-04-12T01:07:13.000"), "user-since-copy": datetime("2008-04-12T01:07:13.000"), "friend-ids": {{ 35228090 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2006-08-16") } ] }
+{ "id": 10836430, "id-copy": 10836430, "alias": "Kaycee", "name": "KayceeCatleay", "user-since": datetime("2007-05-18T07:19:02.000"), "user-since-copy": datetime("2007-05-18T07:19:02.000"), "friend-ids": {{ 40568633, 44667158, 18923311, 34987631, 29306332, 38711535, 43999451, 3179954, 9799980, 3451381, 23204288, 17797804, 2164448, 16697308, 24697554, 45250786, 10029328, 27871642 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-04-25") } ] }
+{ "id": 10837876, "id-copy": 10837876, "alias": "Tianna", "name": "TiannaOppenheimer", "user-since": datetime("2006-05-14T01:19:23.000"), "user-since-copy": datetime("2006-05-14T01:19:23.000"), "friend-ids": {{ 8389212, 20540523, 37708985, 22298925, 5938365, 34705514, 39174355, 44283530, 44597508, 37912034, 45434053, 47086440, 6559664, 12451920, 47639456, 39030619, 24239344, 2566247, 27102794 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2008-04-03") } ] }
+{ "id": 10847359, "id-copy": 10847359, "alias": "Leone", "name": "LeoneWood", "user-since": datetime("2005-07-28T14:24:43.000"), "user-since-copy": datetime("2005-07-28T14:24:43.000"), "friend-ids": {{ 7650486, 39843416, 43272193, 47152762, 45218041, 45422234, 46812876, 18098636, 47174431, 19091549, 1405281, 46699360, 37961345, 43323551, 46824225, 30700451, 10188790, 16642374, 26570751 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2005-01-22") } ] }
+{ "id": 10851133, "id-copy": 10851133, "alias": "Wilbur", "name": "WilburDiegel", "user-since": datetime("2005-08-20T01:37:10.000"), "user-since-copy": datetime("2005-08-20T01:37:10.000"), "friend-ids": {{ 44811869, 15362002, 5320359, 4756538, 40097009, 905334, 44595717, 3685695, 35645656, 2090160, 35124514, 21715286, 26713020, 5816017, 15598653, 6425314, 10423130, 29593106, 14054734, 1780417, 38517315, 25570577, 5038946 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2004-05-04") } ] }
+{ "id": 10878553, "id-copy": 10878553, "alias": "Fido", "name": "FidoWillcox", "user-since": datetime("2007-01-10T01:06:54.000"), "user-since-copy": datetime("2007-01-10T01:06:54.000"), "friend-ids": {{ 28379360, 45087756, 15173549, 15693878, 23925453, 44178250, 26895550, 35260808, 9946110 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2012-02-09"), "end-date": date("2012-06-24") } ] }
+{ "id": 10896556, "id-copy": 10896556, "alias": "Kimberleigh", "name": "KimberleighWoolery", "user-since": datetime("2005-05-12T17:22:37.000"), "user-since-copy": datetime("2005-05-12T17:22:37.000"), "friend-ids": {{ 6300953, 46149018, 25478406, 577782, 38073266, 11461118, 10240145, 686269, 37990652, 26865957 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2007-05-03") } ] }
+{ "id": 10904125, "id-copy": 10904125, "alias": "Jarred", "name": "JarredRopes", "user-since": datetime("2005-11-09T09:53:06.000"), "user-since-copy": datetime("2005-11-09T09:53:06.000"), "friend-ids": {{ 26810, 23763346, 5064508, 26124598 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2007-12-28"), "end-date": date("2009-04-23") } ] }
+{ "id": 10905721, "id-copy": 10905721, "alias": "Tibby", "name": "TibbyPriebe", "user-since": datetime("2010-04-09T18:32:02.000"), "user-since-copy": datetime("2010-04-09T18:32:02.000"), "friend-ids": {{ 18406663, 1072532, 16897765 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2007-05-05"), "end-date": date("2007-03-06") } ] }
+{ "id": 10913971, "id-copy": 10913971, "alias": "Marylyn", "name": "MarylynBuehler", "user-since": datetime("2008-03-02T11:14:18.000"), "user-since-copy": datetime("2008-03-02T11:14:18.000"), "friend-ids": {{ 36555710, 21041383, 37895483, 11392039, 5195346, 12022072, 5206222, 37834919, 434970, 4441054, 39212196, 12773393 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2000-01-11") } ] }
+{ "id": 10936798, "id-copy": 10936798, "alias": "Chang", "name": "ChangBriner", "user-since": datetime("2011-01-21T02:58:13.000"), "user-since-copy": datetime("2011-01-21T02:58:13.000"), "friend-ids": {{ 44173597, 3293094, 47813131, 8981206, 36324479, 16594808, 20038389, 11223092, 7224123, 10682354, 7270314, 5170866, 10241023, 43090387, 21910381, 36504407, 18319458, 19534667, 14493618, 11394344, 5990164, 35322441 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2004-12-09"), "end-date": date("2006-08-28") } ] }
+{ "id": 10948315, "id-copy": 10948315, "alias": "Munro", "name": "MunroDiegel", "user-since": datetime("2006-11-24T10:55:36.000"), "user-since-copy": datetime("2006-11-24T10:55:36.000"), "friend-ids": {{ 46912879, 47760999, 8438850, 12005776, 7286415, 41598308, 42462653, 2040525, 8432844, 39644931 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2011-08-08"), "end-date": date("2011-09-27") } ] }
+{ "id": 10955896, "id-copy": 10955896, "alias": "Felton", "name": "FeltonRiggle", "user-since": datetime("2010-08-18T08:55:19.000"), "user-since-copy": datetime("2010-08-18T08:55:19.000"), "friend-ids": {{ 9250996, 46302470, 16921353, 21053478, 40274566, 25492381, 7743899 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-09-10"), "end-date": date("2009-01-22") } ] }
+{ "id": 10967305, "id-copy": 10967305, "alias": "Harrietta", "name": "HarriettaClewett", "user-since": datetime("2008-05-11T02:34:28.000"), "user-since-copy": datetime("2008-05-11T02:34:28.000"), "friend-ids": {{ 3346670, 25522849, 46919524, 22773543, 8985252, 43521041, 14951485, 45977993, 21285106, 17023357, 615364, 23079537, 23459313, 31663735, 24201883, 39321873, 47183802, 26870642, 34447310, 4848880, 17078809, 14119447, 39460378 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2012-05-12"), "end-date": date("2012-06-25") } ] }
+{ "id": 10975810, "id-copy": 10975810, "alias": "Davin", "name": "DavinKifer", "user-since": datetime("2005-08-19T20:23:07.000"), "user-since-copy": datetime("2005-08-19T20:23:07.000"), "friend-ids": {{ 20162027, 7842505, 3191764, 11487126, 44589086, 14959953, 18826364, 18917713, 37717273, 24319173, 1393081, 19608709, 47932966, 37681921, 47734310, 21616345, 21035793, 9650227, 43642280, 21890130, 17249802, 27944839 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2011-12-17"), "end-date": date("2011-12-01") } ] }
+{ "id": 10989949, "id-copy": 10989949, "alias": "Kaylyn", "name": "KaylynElder", "user-since": datetime("2011-01-13T12:02:13.000"), "user-since-copy": datetime("2011-01-13T12:02:13.000"), "friend-ids": {{ 22698118, 31639011, 11500577, 13007617, 26781164, 20827141, 9916306, 26415081, 14027605, 19305199, 45276489, 17632806, 42243983 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2006-01-05") } ] }
+{ "id": 10992421, "id-copy": 10992421, "alias": "Ashleigh", "name": "AshleighStroh", "user-since": datetime("2009-10-20T03:03:48.000"), "user-since-copy": datetime("2009-10-20T03:03:48.000"), "friend-ids": {{ 34581685, 36997971, 29555907, 34868441, 31092587, 9963667, 60170, 19708784, 26201942, 27806479, 40464656, 27628428, 5144660, 44794976, 9937339 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2001-11-04") } ] }
+{ "id": 11001610, "id-copy": 11001610, "alias": "Keven", "name": "KevenWildman", "user-since": datetime("2006-09-07T02:21:33.000"), "user-since-copy": datetime("2006-09-07T02:21:33.000"), "friend-ids": {{ 14316856, 4291050 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-06-20"), "end-date": date("2012-06-09") } ] }
+{ "id": 11003527, "id-copy": 11003527, "alias": "Clitus", "name": "ClitusDickinson", "user-since": datetime("2007-10-18T04:59:18.000"), "user-since-copy": datetime("2007-10-18T04:59:18.000"), "friend-ids": {{ 26264340, 47892511, 18715043, 43994375, 42874707, 44696774, 7281939 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2006-09-15") } ] }
+{ "id": 11010904, "id-copy": 11010904, "alias": "Chang", "name": "ChangSteele", "user-since": datetime("2009-02-24T01:43:56.000"), "user-since-copy": datetime("2009-02-24T01:43:56.000"), "friend-ids": {{ 19212881, 4019921, 24976558, 47613555, 26049623, 17656988, 24011085, 31763054, 21741933, 31356824, 9651386, 35034682, 5665574, 31306405, 38922156, 9837341, 31865250, 12415354 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2005-09-20"), "end-date": date("2005-05-28") } ] }
+{ "id": 11016238, "id-copy": 11016238, "alias": "Justy", "name": "JustyShaner", "user-since": datetime("2008-06-17T22:08:29.000"), "user-since-copy": datetime("2008-06-17T22:08:29.000"), "friend-ids": {{ 23689951, 17071721, 9194411, 34128749, 46316500, 31173605, 32802286, 26107462, 6561314, 9993897, 14746369, 7297148, 41466258 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2003-12-12"), "end-date": date("2007-04-12") } ] }
+{ "id": 11022826, "id-copy": 11022826, "alias": "Virgee", "name": "VirgeeHolts", "user-since": datetime("2012-01-17T22:54:54.000"), "user-since-copy": datetime("2012-01-17T22:54:54.000"), "friend-ids": {{ 40134062, 13624785, 23477090, 26708578, 18967215, 21325604, 15522457, 25873528 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2004-05-09"), "end-date": date("2010-06-15") } ] }
+{ "id": 11022889, "id-copy": 11022889, "alias": "Aubrey", "name": "AubreyMccallum", "user-since": datetime("2009-08-17T02:42:54.000"), "user-since-copy": datetime("2009-08-17T02:42:54.000"), "friend-ids": {{ 22265320, 4304911, 3403321, 20791603, 31499855, 22278594, 14580040, 31651270, 14509751, 13733306, 10947101, 7713960 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2001-01-11") } ] }
+{ "id": 11049715, "id-copy": 11049715, "alias": "Carlo", "name": "CarloBrooks", "user-since": datetime("2005-03-23T21:46:06.000"), "user-since-copy": datetime("2005-03-23T21:46:06.000"), "friend-ids": {{ 8214850, 7465603, 15385071, 32299168, 5993026, 3262895, 24995417, 25987462, 10230501, 12537459, 44597291, 33492282, 30758369, 15589085, 6799067, 23023304, 42597416, 10978280, 40668626, 25650335, 37336071 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-09-15"), "end-date": date("2011-09-03") } ] }
+{ "id": 11059435, "id-copy": 11059435, "alias": "Lucina", "name": "LucinaDurstine", "user-since": datetime("2007-04-14T19:19:23.000"), "user-since-copy": datetime("2007-04-14T19:19:23.000"), "friend-ids": {{ 18983436, 36225185, 42601602, 22134709, 20671612 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2009-06-15") } ] }
+{ "id": 11068231, "id-copy": 11068231, "alias": "Dinah", "name": "DinahSwink", "user-since": datetime("2012-05-02T04:24:33.000"), "user-since-copy": datetime("2012-05-02T04:24:33.000"), "friend-ids": {{ 31542440, 17451543, 32642661, 27867264, 32718667, 43042567, 7921827 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2003-04-10"), "end-date": date("2003-10-03") } ] }
+{ "id": 11072782, "id-copy": 11072782, "alias": "Jewel", "name": "JewelSchreckengost", "user-since": datetime("2012-06-04T18:20:29.000"), "user-since-copy": datetime("2012-06-04T18:20:29.000"), "friend-ids": {{ 47896348, 34649239, 38135221, 19731900, 14383059, 3639686, 28133949, 1326525, 415048, 34486382, 32809579, 31754806, 33563370 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-03-06") } ] }
+{ "id": 11089501, "id-copy": 11089501, "alias": "Antonette", "name": "AntonetteBrandenburg", "user-since": datetime("2010-01-02T05:42:44.000"), "user-since-copy": datetime("2010-01-02T05:42:44.000"), "friend-ids": {{ 18054329, 21707156, 1570987, 17610288, 32279976, 10880989, 37459189, 9057880, 46495123, 29331373, 20615029, 22282366, 22218648, 15950453, 30669615, 46097959, 16640911, 15896647 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2004-10-01"), "end-date": date("2009-02-20") } ] }
+{ "id": 11116465, "id-copy": 11116465, "alias": "Read", "name": "ReadOppenheimer", "user-since": datetime("2012-08-23T03:38:20.000"), "user-since-copy": datetime("2012-08-23T03:38:20.000"), "friend-ids": {{ 18679034, 12828526, 13510152, 28052139, 20367021, 30392195, 41580515, 2644015, 29573423, 22838698 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2009-11-05") } ] }
+{ "id": 11130676, "id-copy": 11130676, "alias": "Krystal", "name": "KrystalDavis", "user-since": datetime("2008-08-18T00:59:11.000"), "user-since-copy": datetime("2008-08-18T00:59:11.000"), "friend-ids": {{ 44775993, 31503397, 32012007, 16923302, 37099907, 14276165, 40040126, 38310068 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2003-11-21") } ] }
+{ "id": 11130781, "id-copy": 11130781, "alias": "Kenia", "name": "KeniaMiller", "user-since": datetime("2008-05-27T02:28:18.000"), "user-since-copy": datetime("2008-05-27T02:28:18.000"), "friend-ids": {{ 43139868, 16103105, 25352928, 23612973, 9645914, 20517323, 40438742, 47972276, 7395189, 44164898, 2805123, 33235701, 39846510, 21170026, 14223369, 14077979 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-06-24"), "end-date": date("2011-04-08") } ] }
+{ "id": 11131138, "id-copy": 11131138, "alias": "Maximillian", "name": "MaximillianSloan", "user-since": datetime("2009-12-26T13:02:42.000"), "user-since-copy": datetime("2009-12-26T13:02:42.000"), "friend-ids": {{ 4007900, 16474597, 36917058, 46709116, 35833748, 7074328, 6125321, 40646485, 23690629, 3251896, 3973740, 17863849, 9389737, 26501803, 4207105 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2010-10-16") } ] }
+{ "id": 11131756, "id-copy": 11131756, "alias": "Sharlene", "name": "SharleneFinlay", "user-since": datetime("2006-01-11T00:34:50.000"), "user-since-copy": datetime("2006-01-11T00:34:50.000"), "friend-ids": {{ 47024803, 17225785, 29871165, 14503159, 22992924, 38939801, 44563447, 101625, 40957129, 24838380, 7187619, 45283524, 31617405, 517806, 28714183, 32966332, 24006006 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2008-02-16"), "end-date": date("2011-09-12") } ] }
+{ "id": 11135899, "id-copy": 11135899, "alias": "Bailey", "name": "BaileyMoonshower", "user-since": datetime("2011-08-28T07:36:28.000"), "user-since-copy": datetime("2011-08-28T07:36:28.000"), "friend-ids": {{ 29802790, 16418079 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2010-05-17") } ] }
+{ "id": 11139106, "id-copy": 11139106, "alias": "Faith", "name": "FaithHicks", "user-since": datetime("2008-01-08T07:44:36.000"), "user-since-copy": datetime("2008-01-08T07:44:36.000"), "friend-ids": {{ 5409553, 11995627, 30724106, 17065157, 29513453, 38627025, 34382279, 36487812, 4292416, 19328709, 42169589, 18029462, 20202054, 8738011, 18339448, 2522742, 35366856, 10669527, 44287935, 47124982, 25912125, 38893810, 42212137, 22227146 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2000-11-15"), "end-date": date("2002-10-01") } ] }
+{ "id": 11145823, "id-copy": 11145823, "alias": "Rebeccah", "name": "RebeccahTodd", "user-since": datetime("2007-03-25T15:13:08.000"), "user-since-copy": datetime("2007-03-25T15:13:08.000"), "friend-ids": {{ 46132741, 11527757, 27573172, 45663865, 45572803, 30569464, 31892238 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-04-07") } ] }
+{ "id": 11147050, "id-copy": 11147050, "alias": "Karena", "name": "KarenaTanner", "user-since": datetime("2007-03-17T08:50:48.000"), "user-since-copy": datetime("2007-03-17T08:50:48.000"), "friend-ids": {{ 39952587, 2518830, 30305705, 21365609, 45914603, 2590495, 8595660 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2000-11-13"), "end-date": date("2009-01-10") } ] }
+{ "id": 11158711, "id-copy": 11158711, "alias": "Gwendolen", "name": "GwendolenBousum", "user-since": datetime("2007-07-06T10:35:24.000"), "user-since-copy": datetime("2007-07-06T10:35:24.000"), "friend-ids": {{ 22558162, 31443428, 22992355, 19452651, 23323540, 41272500, 17328954, 37489389, 35041092, 42476655 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2005-05-23") } ] }
+{ "id": 11179192, "id-copy": 11179192, "alias": "Derren", "name": "DerrenClose", "user-since": datetime("2008-04-28T09:18:19.000"), "user-since-copy": datetime("2008-04-28T09:18:19.000"), "friend-ids": {{ 43947479, 30154889, 10673575, 8056171, 28691242, 22881730, 15291446, 7331632, 32819016, 35194153 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-10-24"), "end-date": date("2006-08-12") } ] }
+{ "id": 11187373, "id-copy": 11187373, "alias": "Garfield", "name": "GarfieldWible", "user-since": datetime("2009-06-19T05:22:16.000"), "user-since-copy": datetime("2009-06-19T05:22:16.000"), "friend-ids": {{ 24453777, 20841948, 12224610, 30351943, 17826670, 36119836, 27850423, 4004658, 42610631, 25893845, 46022891, 33018964, 37844844, 1705377, 38811008, 36802000 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2000-02-22") } ] }
+{ "id": 11190361, "id-copy": 11190361, "alias": "Jancis", "name": "JancisFeufer", "user-since": datetime("2005-08-04T13:00:03.000"), "user-since-copy": datetime("2005-08-04T13:00:03.000"), "friend-ids": {{ 29421411, 15938833, 13248806, 1321174, 32401361, 34058563, 39735399, 35531531, 2631116, 1167996, 18366452, 45021961, 246133 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2003-08-27") } ] }
+{ "id": 11196118, "id-copy": 11196118, "alias": "Carson", "name": "CarsonBusk", "user-since": datetime("2006-07-23T07:08:34.000"), "user-since-copy": datetime("2006-07-23T07:08:34.000"), "friend-ids": {{ 36454884, 31755449, 44569587 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2007-08-13") } ] }
+{ "id": 11220541, "id-copy": 11220541, "alias": "Phyllida", "name": "PhyllidaRing", "user-since": datetime("2012-03-01T06:11:58.000"), "user-since-copy": datetime("2012-03-01T06:11:58.000"), "friend-ids": {{ 609357, 45820919, 17439004, 16790980, 27878958, 13930012, 20759108, 23987257, 29330180, 9298668, 10644382, 2596101, 29705735, 13371057, 41709459, 6973880, 41608321, 41344973, 9555209, 37508452, 26445359, 7693361, 12059348 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-12-05"), "end-date": date("2009-09-16") } ] }
+{ "id": 11230663, "id-copy": 11230663, "alias": "Caryl", "name": "CarylSmail", "user-since": datetime("2006-03-17T16:52:51.000"), "user-since-copy": datetime("2006-03-17T16:52:51.000"), "friend-ids": {{ 32153460, 21186863, 24199212, 25220508, 26590053, 42433121, 35372685 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-12-05") } ] }
+{ "id": 11233525, "id-copy": 11233525, "alias": "Syd", "name": "SydSauter", "user-since": datetime("2010-12-18T02:44:55.000"), "user-since-copy": datetime("2010-12-18T02:44:55.000"), "friend-ids": {{ 6312313, 17431246, 36729581, 3715101, 39534341, 10333995, 36042764, 14014852, 27375328, 17089631, 24066240, 42616402, 34049424, 29807262, 25669160, 43435752, 46702290, 27418631, 13587383, 14811241 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2010-06-21") } ] }
+{ "id": 11235340, "id-copy": 11235340, "alias": "Maurice", "name": "MauriceHayhurst", "user-since": datetime("2008-12-24T05:11:37.000"), "user-since-copy": datetime("2008-12-24T05:11:37.000"), "friend-ids": {{ 36045307, 37144109, 37142113, 38379399, 21011762, 30698208, 3185430, 24698099, 39750599, 1820110, 19740583, 5658727, 33165497, 27066109, 20299488, 26484094, 17984991, 9623240, 15287433, 32468842, 34023148, 16744372, 30389952, 40305465 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2011-05-19"), "end-date": date("2011-11-15") } ] }
+{ "id": 11244439, "id-copy": 11244439, "alias": "Francene", "name": "FranceneArmstrong", "user-since": datetime("2009-11-12T19:32:27.000"), "user-since-copy": datetime("2009-11-12T19:32:27.000"), "friend-ids": {{ 27784445, 37528954, 14014093, 18695376 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-06-26") } ] }
+{ "id": 11252185, "id-copy": 11252185, "alias": "Quintin", "name": "QuintinMcdonald", "user-since": datetime("2010-09-27T08:09:51.000"), "user-since-copy": datetime("2010-09-27T08:09:51.000"), "friend-ids": {{ 17231767, 1840658, 32389773, 31328720, 18446903, 48007173, 40417004, 41543048, 4774035, 43047815, 24232919, 936390, 20744224, 39536211, 34205950, 38429209, 399190, 38425767, 8776604, 10360244, 28414116, 15735235, 6431904 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-10-04") } ] }
+{ "id": 11262439, "id-copy": 11262439, "alias": "Alexandra", "name": "AlexandraStocker", "user-since": datetime("2010-08-28T03:48:52.000"), "user-since-copy": datetime("2010-08-28T03:48:52.000"), "friend-ids": {{ 16331707 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2010-12-04") } ] }
+{ "id": 11281576, "id-copy": 11281576, "alias": "Louisa", "name": "LouisaWheeler", "user-since": datetime("2005-01-19T05:34:26.000"), "user-since-copy": datetime("2005-01-19T05:34:26.000"), "friend-ids": {{ 29655724, 29204886, 24086191, 36260050, 502778, 368888, 42853595, 40434954, 46768026, 17096472, 33160972, 15621748, 46246949, 14174435, 99088, 44271646, 3676253, 11744063, 21957250, 34611796, 32735521, 45352911, 6097178, 3796892 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-03-05") } ] }
+{ "id": 11287666, "id-copy": 11287666, "alias": "Darian", "name": "DarianHurst", "user-since": datetime("2009-05-11T03:33:37.000"), "user-since-copy": datetime("2009-05-11T03:33:37.000"), "friend-ids": {{ 34901893, 38687373, 30369991, 44597588, 41413513, 24197212, 36791517, 19949174, 23092611, 29695794, 7024108, 25202811, 10231736, 3754404, 15863600, 30772236, 21615658 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2012-04-12"), "end-date": date("2012-05-07") } ] }
+{ "id": 11289733, "id-copy": 11289733, "alias": "Jettie", "name": "JettieElinor", "user-since": datetime("2006-03-02T09:44:17.000"), "user-since-copy": datetime("2006-03-02T09:44:17.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2002-07-25"), "end-date": date("2005-01-16") } ] }
+{ "id": 11302930, "id-copy": 11302930, "alias": "Eustace", "name": "EustaceKava", "user-since": datetime("2011-08-24T18:08:32.000"), "user-since-copy": datetime("2011-08-24T18:08:32.000"), "friend-ids": {{ 31173988, 7044500, 11649679, 34385410, 3097267, 24759223, 20452579, 7436501, 4500062, 765860, 14592959, 582267, 25586360, 6035361, 38333776, 47384154, 22158173 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2004-05-24") } ] }
+{ "id": 11313361, "id-copy": 11313361, "alias": "Lashawn", "name": "LashawnSchuth", "user-since": datetime("2006-08-24T02:37:43.000"), "user-since-copy": datetime("2006-08-24T02:37:43.000"), "friend-ids": {{ 3844342, 31605302, 11335667, 3890958 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2001-04-04"), "end-date": date("2006-12-03") } ] }
+{ "id": 11316178, "id-copy": 11316178, "alias": "Carlene", "name": "CarleneArchibald", "user-since": datetime("2007-09-02T16:24:57.000"), "user-since-copy": datetime("2007-09-02T16:24:57.000"), "friend-ids": {{ 45522809, 33213012, 2265630, 27087141, 7247502, 38659338, 33327692, 43927391, 41809132, 4738869, 9663680, 45809341, 38204579, 17145650, 23991333, 9915598, 28129675, 47406993, 37554697 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2007-12-15"), "end-date": date("2008-06-02") } ] }
+{ "id": 11321269, "id-copy": 11321269, "alias": "Wilford", "name": "WilfordFuhrer", "user-since": datetime("2012-01-25T14:53:32.000"), "user-since-copy": datetime("2012-01-25T14:53:32.000"), "friend-ids": {{ 6210425, 27216911, 3113058, 28094966, 119775, 805604, 43386400, 46812881, 22339620, 46498863, 26422270, 43219229, 40022359, 39446155 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2001-07-06") } ] }
+{ "id": 11357614, "id-copy": 11357614, "alias": "Denys", "name": "DenysMcintosh", "user-since": datetime("2006-01-15T22:32:48.000"), "user-since-copy": datetime("2006-01-15T22:32:48.000"), "friend-ids": {{ 10713170, 21699820, 14949046, 7935772, 21404351, 21078565, 15867691, 41676271, 2655928, 22987809, 16585582, 8318693, 46886662, 15081903, 47617713, 6317213, 32997127 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2008-08-28") } ] }
+{ "id": 11373598, "id-copy": 11373598, "alias": "Dina", "name": "DinaDriggers", "user-since": datetime("2010-01-06T22:56:18.000"), "user-since-copy": datetime("2010-01-06T22:56:18.000"), "friend-ids": {{ 8839886, 10146989, 10877857, 11710726, 5699142, 27984085, 12834284 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2012-07-25") } ] }
+{ "id": 11381089, "id-copy": 11381089, "alias": "Earlene", "name": "EarleneAmmons", "user-since": datetime("2010-03-24T05:25:35.000"), "user-since-copy": datetime("2010-03-24T05:25:35.000"), "friend-ids": {{ 25392364, 36996951, 16110083, 9799716, 22893553, 28551996, 7706432, 14225386, 15633254, 39395931, 46707062, 37226919, 8532306, 3765988, 20939685, 31136325, 45222021, 15355741, 8760941, 12045616, 6890610, 13560532, 44914868, 37744233 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2000-06-10") } ] }
+{ "id": 11427025, "id-copy": 11427025, "alias": "Kyran", "name": "KyranKlockman", "user-since": datetime("2007-11-24T11:35:40.000"), "user-since-copy": datetime("2007-11-24T11:35:40.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2004-06-10"), "end-date": date("2008-10-25") } ] }
+{ "id": 11435779, "id-copy": 11435779, "alias": "Jonty", "name": "JontyLarson", "user-since": datetime("2012-04-11T08:34:47.000"), "user-since-copy": datetime("2012-04-11T08:34:47.000"), "friend-ids": {{ 37343432, 9979565, 14647518, 32490112, 26673699, 22447290, 40923710, 47426439 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2010-08-24"), "end-date": date("2011-06-21") } ] }
+{ "id": 11454253, "id-copy": 11454253, "alias": "Fairy", "name": "FairyFoster", "user-since": datetime("2007-05-04T11:48:12.000"), "user-since-copy": datetime("2007-05-04T11:48:12.000"), "friend-ids": {{ 15077027, 13719617, 3663639, 16159577, 29937764, 11018999, 36883485, 35967804, 16558412, 19456409, 33156277, 8763694, 9279896 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2012-07-10") } ] }
+{ "id": 11455492, "id-copy": 11455492, "alias": "Cymbeline", "name": "CymbelineEliza", "user-since": datetime("2010-05-03T21:32:10.000"), "user-since-copy": datetime("2010-05-03T21:32:10.000"), "friend-ids": {{ 27738860, 21711920, 47805508, 33507501, 22648267, 1006513, 23617648, 20104970, 8132761, 14963107, 19477123 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2002-07-25") } ] }
+{ "id": 11515477, "id-copy": 11515477, "alias": "Kassandra", "name": "KassandraByers", "user-since": datetime("2005-05-24T10:27:06.000"), "user-since-copy": datetime("2005-05-24T10:27:06.000"), "friend-ids": {{ 23979652, 25789717, 7769765, 30747470, 30667193, 22447318, 42934938, 24601934, 31839813, 18960206, 30913033, 39059809, 18213877, 3731518, 10573130, 37902022 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-01-13") } ] }
+{ "id": 11515828, "id-copy": 11515828, "alias": "Christa", "name": "ChristaWain", "user-since": datetime("2007-05-01T13:32:18.000"), "user-since-copy": datetime("2007-05-01T13:32:18.000"), "friend-ids": {{ 9081871, 27897837, 47641133, 1224070, 41007475, 39553691, 10757036, 28663201, 44842180, 24894191, 42128523, 30703082, 27281648, 9786943 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2012-05-04") } ] }
+{ "id": 11529730, "id-copy": 11529730, "alias": "Linwood", "name": "LinwoodZadovsky", "user-since": datetime("2007-03-13T03:41:20.000"), "user-since-copy": datetime("2007-03-13T03:41:20.000"), "friend-ids": {{ 23516069, 24312236, 23750591, 36982495, 36483830 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2008-01-25") } ] }
+{ "id": 11534575, "id-copy": 11534575, "alias": "Sena", "name": "SenaWeidemann", "user-since": datetime("2008-05-25T01:11:53.000"), "user-since-copy": datetime("2008-05-25T01:11:53.000"), "friend-ids": {{ 8564372, 20258364, 35812476, 36877724, 30983504, 17757915, 42833517 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2003-04-22") } ] }
+{ "id": 11559613, "id-copy": 11559613, "alias": "Mick", "name": "MickWilkinson", "user-since": datetime("2005-12-23T15:11:33.000"), "user-since-copy": datetime("2005-12-23T15:11:33.000"), "friend-ids": {{ 4641355 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2000-06-03") } ] }
+{ "id": 11587057, "id-copy": 11587057, "alias": "Meagan", "name": "MeaganHays", "user-since": datetime("2012-08-15T21:45:05.000"), "user-since-copy": datetime("2012-08-15T21:45:05.000"), "friend-ids": {{ 26887765, 1940688, 10308941, 42037682, 1716669, 38995955, 17690888, 23227010, 4054166, 22275630, 6863237, 15140164, 38703696, 19044355, 43996569, 12255978, 28516070 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2003-02-26"), "end-date": date("2010-08-05") } ] }
+{ "id": 11588467, "id-copy": 11588467, "alias": "Soon", "name": "SoonHays", "user-since": datetime("2011-12-21T05:33:54.000"), "user-since-copy": datetime("2011-12-21T05:33:54.000"), "friend-ids": {{ 659930 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2009-05-20"), "end-date": date("2009-07-16") } ] }
+{ "id": 11591713, "id-copy": 11591713, "alias": "Nannie", "name": "NannieDiller", "user-since": datetime("2008-11-27T08:31:02.000"), "user-since-copy": datetime("2008-11-27T08:31:02.000"), "friend-ids": {{ 26059738, 32515289, 13702345, 16949001, 10188160, 30251286 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2000-11-27") } ] }
+{ "id": 11592799, "id-copy": 11592799, "alias": "Booker", "name": "BookerBurkett", "user-since": datetime("2008-07-19T14:13:28.000"), "user-since-copy": datetime("2008-07-19T14:13:28.000"), "friend-ids": {{ 8693431, 28970363, 8276536, 42506445, 20113337, 40761495 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2010-10-26"), "end-date": date("2010-11-15") } ] }
+{ "id": 11598403, "id-copy": 11598403, "alias": "Jo", "name": "JoCattley", "user-since": datetime("2008-01-04T03:33:03.000"), "user-since-copy": datetime("2008-01-04T03:33:03.000"), "friend-ids": {{ 28948698, 9851844, 31708351, 28418023, 33052184, 24995451, 2840550, 19426008, 3790086 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2006-09-15") } ] }
+{ "id": 11616502, "id-copy": 11616502, "alias": "Bernetta", "name": "BernettaMackendoerfer", "user-since": datetime("2005-04-22T03:41:17.000"), "user-since-copy": datetime("2005-04-22T03:41:17.000"), "friend-ids": {{ 18804036, 29570084, 43932411, 41492349, 46505981, 32524166, 5307968 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2004-08-14"), "end-date": date("2009-08-03") } ] }
+{ "id": 11616628, "id-copy": 11616628, "alias": "Jessamine", "name": "JessamineWolff", "user-since": datetime("2008-05-03T17:05:35.000"), "user-since-copy": datetime("2008-05-03T17:05:35.000"), "friend-ids": {{ 38285911, 42183685, 11422759, 25927239, 22771435, 47814309, 43146385, 39761181, 1670925, 15764683, 8068597, 3561105 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2007-07-26"), "end-date": date("2010-03-16") } ] }
+{ "id": 11625859, "id-copy": 11625859, "alias": "Zacharias", "name": "ZachariasSanner", "user-since": datetime("2007-06-12T21:21:21.000"), "user-since-copy": datetime("2007-06-12T21:21:21.000"), "friend-ids": {{ 13379571, 45822651, 39352555, 11549959, 24329960, 2142134, 15486962, 43011509, 46074449, 9322703 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2007-05-15") } ] }
+{ "id": 11626156, "id-copy": 11626156, "alias": "Laurine", "name": "LaurineBastion", "user-since": datetime("2012-05-14T21:34:43.000"), "user-since-copy": datetime("2012-05-14T21:34:43.000"), "friend-ids": {{ 13978691, 24432513, 41105156, 4981880 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-03-09") } ] }
+{ "id": 11633284, "id-copy": 11633284, "alias": "Quinn", "name": "QuinnMillhouse", "user-since": datetime("2006-08-06T07:42:49.000"), "user-since-copy": datetime("2006-08-06T07:42:49.000"), "friend-ids": {{ 15791690, 46827169, 41678324, 25101779, 24496106, 29442447, 29240215, 23819212, 11076551, 27248100, 1506119, 37415860 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2008-01-06") } ] }
+{ "id": 11633326, "id-copy": 11633326, "alias": "Jodi", "name": "JodiBrindle", "user-since": datetime("2009-01-02T19:57:58.000"), "user-since-copy": datetime("2009-01-02T19:57:58.000"), "friend-ids": {{ 5287281, 24414393, 31942570, 45025515, 35679462, 45244705, 4931287, 11590610, 39846242, 14999029, 38735562, 6275771, 33435194 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2009-11-25") } ] }
+{ "id": 11659237, "id-copy": 11659237, "alias": "Orlando", "name": "OrlandoMcloskey", "user-since": datetime("2006-09-15T00:02:58.000"), "user-since-copy": datetime("2006-09-15T00:02:58.000"), "friend-ids": {{ 18927260, 17411696, 20569511, 5242025, 18974872, 24923117, 42416784, 37339853, 42886763, 12241986, 40609114, 8814896, 30383771, 23631329, 41937811, 13354366, 40113344, 11968348, 23416173, 1546554, 46467044, 5542363, 32084191, 3049632 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2006-04-20") } ] }
+{ "id": 11681410, "id-copy": 11681410, "alias": "Wendell", "name": "WendellGarneys", "user-since": datetime("2007-07-23T13:10:29.000"), "user-since-copy": datetime("2007-07-23T13:10:29.000"), "friend-ids": {{ 11124106, 3438927, 28547601, 18074764, 35037765, 25438231, 8196141, 26000844, 6063826, 22981069, 31549929, 33158093, 40748728, 12245244, 2442169, 7879517, 877005, 24286984 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2008-02-10"), "end-date": date("2008-05-15") } ] }
+{ "id": 11721010, "id-copy": 11721010, "alias": "Eliot", "name": "EliotTennant", "user-since": datetime("2009-07-25T22:16:20.000"), "user-since-copy": datetime("2009-07-25T22:16:20.000"), "friend-ids": {{ 41972338, 13293762, 47012929, 13695904, 25235210, 39246961, 36832468, 26854695, 3046764, 17117110, 10902219, 36959080, 32665222 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-11-26") } ] }
+{ "id": 11723506, "id-copy": 11723506, "alias": "Odelia", "name": "OdeliaPaul", "user-since": datetime("2006-03-14T15:49:03.000"), "user-since-copy": datetime("2006-03-14T15:49:03.000"), "friend-ids": {{ 874326, 37021972, 27293893, 40453006, 44728117, 338941, 22832206, 11391929, 46420525 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2012-05-05") } ] }
+{ "id": 11729626, "id-copy": 11729626, "alias": "Kassandra", "name": "KassandraBaker", "user-since": datetime("2010-12-26T12:18:49.000"), "user-since-copy": datetime("2010-12-26T12:18:49.000"), "friend-ids": {{ 2336026, 15350108, 46098823, 35193308, 34644345, 45989141, 31179029, 15991657, 12863616, 18297246, 26571280, 16935684, 31339122, 10623785, 24666322, 23094237, 28117245, 40096052, 37538843, 8085609, 2437482, 8885815, 42016898, 4654048 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2007-07-10") } ] }
+{ "id": 11741821, "id-copy": 11741821, "alias": "Cal", "name": "CalHowe", "user-since": datetime("2005-12-27T20:26:31.000"), "user-since-copy": datetime("2005-12-27T20:26:31.000"), "friend-ids": {{ 45052138 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2006-12-10"), "end-date": date("2006-02-25") } ] }
+{ "id": 11762239, "id-copy": 11762239, "alias": "Guillermo", "name": "GuillermoCallison", "user-since": datetime("2009-02-12T13:46:40.000"), "user-since-copy": datetime("2009-02-12T13:46:40.000"), "friend-ids": {{ 3494924, 650832, 22099424, 11629223, 45581083, 206762, 27794516, 7639789, 31794781, 22985617, 17273963, 9120417, 9496942, 47474589, 47872578, 34639130, 37695869, 41346670, 7789418, 24870369, 31562430, 2414862, 41928569 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2008-07-26") } ] }
+{ "id": 11763463, "id-copy": 11763463, "alias": "Haven", "name": "HavenRaub", "user-since": datetime("2012-03-01T12:41:53.000"), "user-since-copy": datetime("2012-03-01T12:41:53.000"), "friend-ids": {{ 19981286 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2001-04-26") } ] }
+{ "id": 11788834, "id-copy": 11788834, "alias": "Benny", "name": "BennyAgg", "user-since": datetime("2011-12-19T14:28:16.000"), "user-since-copy": datetime("2011-12-19T14:28:16.000"), "friend-ids": {{ 6023130, 41817759, 15338300, 40598251, 38750529, 43646078, 9057658 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2006-09-16") } ] }
+{ "id": 11811196, "id-copy": 11811196, "alias": "Levi", "name": "LeviVeith", "user-since": datetime("2010-04-28T03:02:38.000"), "user-since-copy": datetime("2010-04-28T03:02:38.000"), "friend-ids": {{ 24907725, 35390929, 34837809, 5881290, 28179492, 44686412, 32544180, 20478414, 15685375, 8767940, 7295427 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2004-09-01") } ] }
+{ "id": 11840218, "id-copy": 11840218, "alias": "Deandre", "name": "DeandreMackendrick", "user-since": datetime("2012-07-03T08:22:13.000"), "user-since-copy": datetime("2012-07-03T08:22:13.000"), "friend-ids": {{ 36310775, 13455844, 1133499, 44183463, 28002311, 40758157, 33299342, 47526543, 9613784, 5698202, 1492720, 5663846 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2006-03-12"), "end-date": date("2009-08-08") } ] }
+{ "id": 11874358, "id-copy": 11874358, "alias": "Rachyl", "name": "RachylOmara", "user-since": datetime("2008-05-19T19:05:44.000"), "user-since-copy": datetime("2008-05-19T19:05:44.000"), "friend-ids": {{ 17070163, 39951748, 9940832, 6714785, 4963198, 17121038, 29997771, 21420071, 3672434, 37974288 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2001-11-11"), "end-date": date("2008-07-25") } ] }
+{ "id": 11919640, "id-copy": 11919640, "alias": "Blanch", "name": "BlanchHawkins", "user-since": datetime("2007-09-24T10:11:40.000"), "user-since-copy": datetime("2007-09-24T10:11:40.000"), "friend-ids": {{ 28731986, 7289796, 42121816, 33230171 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2007-09-17") } ] }
+{ "id": 11932807, "id-copy": 11932807, "alias": "Sheridan", "name": "SheridanCarr", "user-since": datetime("2009-05-17T01:39:53.000"), "user-since-copy": datetime("2009-05-17T01:39:53.000"), "friend-ids": {{ 12836351, 10066178, 40881248, 3744364, 18904729, 10238846, 27947251, 23407801, 39613208, 34468026, 20801656, 46114253, 26807188, 13084266, 27104805, 27016320, 25825154, 16782132, 29528918 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-09-04"), "end-date": date("2005-01-15") } ] }
+{ "id": 11954992, "id-copy": 11954992, "alias": "Caitlin", "name": "CaitlinLangston", "user-since": datetime("2007-01-02T01:50:34.000"), "user-since-copy": datetime("2007-01-02T01:50:34.000"), "friend-ids": {{ 23355687, 22474136, 28513847, 32515387, 44041844, 33706721, 10874992, 36341753, 34431157, 16146113, 15462591, 18188151, 29554174, 44940738, 25888018, 42795884, 14382632, 12734889, 11724519, 15830341, 25725320, 37580394, 24124411, 47984339 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2010-05-26"), "end-date": date("2010-03-28") } ] }
+{ "id": 11981266, "id-copy": 11981266, "alias": "Meghann", "name": "MeghannBatten", "user-since": datetime("2008-06-04T14:25:11.000"), "user-since-copy": datetime("2008-06-04T14:25:11.000"), "friend-ids": {{ 39206334, 28999157, 22813777 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2012-06-26") } ] }
+{ "id": 11988241, "id-copy": 11988241, "alias": "Cyrilla", "name": "CyrillaRohtin", "user-since": datetime("2005-02-10T08:24:14.000"), "user-since-copy": datetime("2005-02-10T08:24:14.000"), "friend-ids": {{ 32725541, 26677413, 29278988, 218049, 19833496, 20655804, 27991386, 5326490, 28583388, 41013948, 35541276, 41552165, 8526660 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2004-07-20"), "end-date": date("2004-08-19") } ] }
+{ "id": 9020338, "id-copy": 9020338, "alias": "Shenika", "name": "ShenikaColdsmith", "user-since": datetime("2011-02-22T08:03:05.000"), "user-since-copy": datetime("2011-02-22T08:03:05.000"), "friend-ids": {{ 28029790, 45719398, 12088661, 4134025, 27354070, 46504723, 23155578, 3370020, 26477155, 27314367, 7672726, 41117417 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2011-04-18") } ] }
+{ "id": 9035089, "id-copy": 9035089, "alias": "Marylyn", "name": "MarylynSteele", "user-since": datetime("2005-04-24T04:55:25.000"), "user-since-copy": datetime("2005-04-24T04:55:25.000"), "friend-ids": {{ 4250473, 16568038, 10872744, 32513859, 37267973, 2225211, 45148996, 1080441, 13013464, 10394988, 3316854, 8183563, 228753, 6849521, 8786964, 21073526 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2011-02-11"), "end-date": date("2011-10-08") } ] }
+{ "id": 9041443, "id-copy": 9041443, "alias": "Maria", "name": "MariaWard", "user-since": datetime("2006-12-25T01:24:40.000"), "user-since-copy": datetime("2006-12-25T01:24:40.000"), "friend-ids": {{ 10660010, 19103672, 11300656, 44383404, 36523093, 11434370, 34405687, 30889551, 4843181, 22025114, 26395363, 8607483, 25294309 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2005-06-13") } ] }
+{ "id": 9041689, "id-copy": 9041689, "alias": "Freeman", "name": "FreemanDriggers", "user-since": datetime("2011-05-23T03:51:13.000"), "user-since-copy": datetime("2011-05-23T03:51:13.000"), "friend-ids": {{ 29448942, 29196543, 22725448, 15145190, 11938396, 44028947, 18379392, 21813464, 7448397, 43717728, 10728731, 24177517, 29069798, 37056934, 27601399, 26867839, 16593922, 22247111 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2007-01-14") } ] }
+{ "id": 9043201, "id-copy": 9043201, "alias": "Eliseo", "name": "EliseoBagley", "user-since": datetime("2007-05-17T10:44:18.000"), "user-since-copy": datetime("2007-05-17T10:44:18.000"), "friend-ids": {{ 41250222, 28415639, 40825493, 11902499, 39161617, 16612650, 39102228, 46013732, 42664763, 20165539, 40891614, 2887877, 27999503, 5059039, 9617378, 16378780, 21987749 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2003-05-26") } ] }
+{ "id": 9045535, "id-copy": 9045535, "alias": "Ebenezer", "name": "EbenezerPery", "user-since": datetime("2008-06-05T17:48:45.000"), "user-since-copy": datetime("2008-06-05T17:48:45.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2012-04-07"), "end-date": date("2012-06-10") } ] }
+{ "id": 9050164, "id-copy": 9050164, "alias": "Haydee", "name": "HaydeeCook", "user-since": datetime("2005-08-28T12:13:59.000"), "user-since-copy": datetime("2005-08-28T12:13:59.000"), "friend-ids": {{ 26484166, 27686644, 42277018, 5893537, 34617524, 12158738, 41566344, 30653024, 23636324, 24072660, 1784294, 38620941, 40846838, 30303402, 27004887, 35907658, 42893556, 10118575, 47861482 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2007-11-23") } ] }
+{ "id": 9081124, "id-copy": 9081124, "alias": "Aureole", "name": "AureoleChappel", "user-since": datetime("2005-03-24T18:14:35.000"), "user-since-copy": datetime("2005-03-24T18:14:35.000"), "friend-ids": {{ 16199402, 2970920 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2005-07-19"), "end-date": date("2011-04-02") } ] }
+{ "id": 9107137, "id-copy": 9107137, "alias": "Woodrow", "name": "WoodrowMueller", "user-since": datetime("2012-06-15T04:53:52.000"), "user-since-copy": datetime("2012-06-15T04:53:52.000"), "friend-ids": {{ 39459662, 1343459, 16606290, 21443457, 29053037, 28244658, 27954195, 9411908, 2059678, 24579828, 40955404 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2002-02-11") } ] }
+{ "id": 9125827, "id-copy": 9125827, "alias": "Kary", "name": "KaryHildyard", "user-since": datetime("2006-03-17T23:21:33.000"), "user-since-copy": datetime("2006-03-17T23:21:33.000"), "friend-ids": {{ 5570026 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2007-09-27") } ] }
+{ "id": 9136882, "id-copy": 9136882, "alias": "Cassie", "name": "CassieGarratt", "user-since": datetime("2005-08-07T05:09:11.000"), "user-since-copy": datetime("2005-08-07T05:09:11.000"), "friend-ids": {{ 40916371, 42882703, 37748113, 45347468, 37653228, 15540626, 29276950, 31566687, 14600173, 12909057, 39561446, 41035377, 45987458, 43649639, 24488758, 25625568, 15566464, 584815, 35900688, 1079087, 46148561, 46404398 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2010-11-13"), "end-date": date("2010-09-04") } ] }
+{ "id": 9146107, "id-copy": 9146107, "alias": "Femie", "name": "FemieBurns", "user-since": datetime("2007-05-05T03:23:12.000"), "user-since-copy": datetime("2007-05-05T03:23:12.000"), "friend-ids": {{ 38688633, 2489245, 43502175, 34373436, 11854240, 23544813, 44263720, 20953878, 37021620, 16028559, 20673451, 46975172, 47409532, 44524395 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-07-26") } ] }
+{ "id": 9155080, "id-copy": 9155080, "alias": "Errol", "name": "ErrolLittle", "user-since": datetime("2011-12-20T07:09:25.000"), "user-since-copy": datetime("2011-12-20T07:09:25.000"), "friend-ids": {{ 17400275, 40794627, 12632163, 45365986, 7980045, 7368579, 40357205, 29279590, 258707, 38447445, 27048261, 19911849, 10768265, 24278809, 11940146, 33555290, 23286799, 40641141, 33877442 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-03-05") } ] }
+{ "id": 9168649, "id-copy": 9168649, "alias": "Harmony", "name": "HarmonyMackendoerfer", "user-since": datetime("2006-06-25T21:01:50.000"), "user-since-copy": datetime("2006-06-25T21:01:50.000"), "friend-ids": {{ 197057, 11973988, 2042364, 21282964, 25761405, 10180346, 39780287, 39243722, 2984620, 7756400, 21311572, 21013939, 16998045, 39135533, 47720897, 20316953 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2005-12-17"), "end-date": date("2009-07-11") } ] }
+{ "id": 9170767, "id-copy": 9170767, "alias": "Noble", "name": "NobleByers", "user-since": datetime("2012-04-19T03:21:33.000"), "user-since-copy": datetime("2012-04-19T03:21:33.000"), "friend-ids": {{ 17464807, 11911237, 31984348, 14323306, 21828766, 24212960, 3269277, 24648466, 30032203, 15837021, 12033801, 3899014, 6105665, 4416812, 33902540, 9640452, 3739829, 14414940, 36838129, 7327467, 35420130, 24031049 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2007-08-11") } ] }
+{ "id": 9179413, "id-copy": 9179413, "alias": "Benton", "name": "BentonMorland", "user-since": datetime("2006-02-08T13:43:03.000"), "user-since-copy": datetime("2006-02-08T13:43:03.000"), "friend-ids": {{ 25229017, 22411534, 46862190, 17238544, 10875646, 19572187, 9889710, 23940269, 24489112, 7997331, 8866147, 29705622, 35336434, 14756488, 40059408, 32606759, 37546068, 24168033, 20761302, 45465986, 27519909, 23920570, 3984052, 38799668 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2008-12-05") } ] }
+{ "id": 9205615, "id-copy": 9205615, "alias": "Eddie", "name": "EddieRosensteel", "user-since": datetime("2007-01-03T07:17:37.000"), "user-since-copy": datetime("2007-01-03T07:17:37.000"), "friend-ids": {{ 4208455, 19941893 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2005-11-15") } ] }
+{ "id": 9209866, "id-copy": 9209866, "alias": "Timothy", "name": "TimothyBuck", "user-since": datetime("2009-11-07T14:19:12.000"), "user-since-copy": datetime("2009-11-07T14:19:12.000"), "friend-ids": {{ 43082021, 25019103, 26061770, 7134151, 17663441, 35230064, 731481, 6719229, 23303796, 40777269 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2000-04-03"), "end-date": date("2000-04-20") } ] }
+{ "id": 9221836, "id-copy": 9221836, "alias": "Claud", "name": "ClaudPratt", "user-since": datetime("2008-01-01T04:10:02.000"), "user-since-copy": datetime("2008-01-01T04:10:02.000"), "friend-ids": {{ 35586361, 40548794, 7169299, 24675214, 21079165, 37323851, 16881366, 24433012, 38047831, 34495409, 33711705, 8957126, 38345318 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2002-12-05") } ] }
+{ "id": 9259234, "id-copy": 9259234, "alias": "Abigail", "name": "AbigailNicola", "user-since": datetime("2009-08-11T09:18:47.000"), "user-since-copy": datetime("2009-08-11T09:18:47.000"), "friend-ids": {{ 5465164, 47505082 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2006-02-22"), "end-date": date("2007-10-02") } ] }
+{ "id": 9267007, "id-copy": 9267007, "alias": "Perla", "name": "PerlaCox", "user-since": datetime("2009-04-14T20:56:37.000"), "user-since-copy": datetime("2009-04-14T20:56:37.000"), "friend-ids": {{ 8937408, 4640163, 41404266, 15668694, 21004833, 12635405, 40379208, 18641131, 14014264, 39008348, 36559306, 26261953, 3593955, 13559713, 34525259 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2003-07-02") } ] }
+{ "id": 9267397, "id-copy": 9267397, "alias": "Corbin", "name": "CorbinWhite", "user-since": datetime("2006-01-07T07:43:27.000"), "user-since-copy": datetime("2006-01-07T07:43:27.000"), "friend-ids": {{ 11772390, 16826538, 16103166, 3256508, 40044263, 44187580, 29521314, 46200384, 40192445, 1239869, 14257012, 21632509, 6292478, 38738535, 18136574, 8369661, 45672754 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2000-09-16"), "end-date": date("2003-07-12") } ] }
+{ "id": 9274378, "id-copy": 9274378, "alias": "Callista", "name": "CallistaCatleay", "user-since": datetime("2012-01-11T05:02:51.000"), "user-since-copy": datetime("2012-01-11T05:02:51.000"), "friend-ids": {{ 35709258, 45469345, 7683235, 10959232, 44123341, 35853639, 11693773, 39944820, 47667622, 42781782, 4756825, 23566535 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2002-04-15"), "end-date": date("2003-04-03") } ] }
+{ "id": 9286279, "id-copy": 9286279, "alias": "Barnaby", "name": "BarnabyAckerley", "user-since": datetime("2006-09-15T01:56:34.000"), "user-since-copy": datetime("2006-09-15T01:56:34.000"), "friend-ids": {{ 21236050, 22647474, 18898492, 22530993, 4332450, 38947319, 25882415, 47187086, 5810354, 18396369, 44918707, 9732196, 14821426, 148735 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2011-02-10") } ] }
+{ "id": 9291964, "id-copy": 9291964, "alias": "Ned", "name": "NedPullman", "user-since": datetime("2011-02-02T07:25:43.000"), "user-since-copy": datetime("2011-02-02T07:25:43.000"), "friend-ids": {{ 3168566, 3349059, 43400084, 26187570, 11222713, 9924690, 7250860, 9801843, 18856900, 3558502, 17237369, 20047877, 28454433, 12279948, 19319514, 36151797 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-08-11") } ] }
+{ "id": 9295696, "id-copy": 9295696, "alias": "Margaux", "name": "MargauxPerkins", "user-since": datetime("2012-05-23T04:28:13.000"), "user-since-copy": datetime("2012-05-23T04:28:13.000"), "friend-ids": {{ 23713491, 4271158, 27340057, 7815427, 14232017, 22868851, 2293397, 24147381, 11816307, 16597552, 47120663, 40746124, 9777479, 18134957, 39193317, 19755909, 42252346 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2006-02-17"), "end-date": date("2007-05-06") } ] }
+{ "id": 9313492, "id-copy": 9313492, "alias": "Tera", "name": "TeraWolfe", "user-since": datetime("2010-12-20T12:47:25.000"), "user-since-copy": datetime("2010-12-20T12:47:25.000"), "friend-ids": {{ 45424983, 18345704, 14849759, 31638064, 38670515, 48015953, 36114769 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2001-04-26"), "end-date": date("2004-12-06") } ] }
+{ "id": 9329272, "id-copy": 9329272, "alias": "Nonie", "name": "NonieStafford", "user-since": datetime("2005-10-01T21:12:24.000"), "user-since-copy": datetime("2005-10-01T21:12:24.000"), "friend-ids": {{ 42745071, 14744035, 37742648, 31179205, 28520118, 32828516, 2726599, 1667680 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2004-06-21") } ] }
+{ "id": 9341965, "id-copy": 9341965, "alias": "Stephania", "name": "StephaniaBriner", "user-since": datetime("2007-06-15T18:17:32.000"), "user-since-copy": datetime("2007-06-15T18:17:32.000"), "friend-ids": {{ 9361850, 12128362, 42864061, 6323327, 34867192, 32746507, 17493376, 17276666, 33869929, 20708786 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2004-03-23"), "end-date": date("2009-01-07") } ] }
+{ "id": 9345424, "id-copy": 9345424, "alias": "Jasmin", "name": "JasminGaskins", "user-since": datetime("2012-06-15T19:40:07.000"), "user-since-copy": datetime("2012-06-15T19:40:07.000"), "friend-ids": {{ 20837477, 42339634, 41136248, 24571549, 41060055, 18621328, 2057295, 41313707 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2012-05-27"), "end-date": date("2012-07-28") } ] }
+{ "id": 9361930, "id-copy": 9361930, "alias": "Leonard", "name": "LeonardAshbaugh", "user-since": datetime("2008-06-13T07:49:33.000"), "user-since-copy": datetime("2008-06-13T07:49:33.000"), "friend-ids": {{ 33929562, 22722370, 18562061, 44346144, 38834006, 1660309, 17690686, 8299074, 13219630, 42802095, 2203402, 47180979, 43715995, 24339545, 42132653, 32010945, 18200992, 5115504 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2012-04-15") } ] }
+{ "id": 9366253, "id-copy": 9366253, "alias": "Emma", "name": "EmmaKnisely", "user-since": datetime("2012-07-08T20:39:00.000"), "user-since-copy": datetime("2012-07-08T20:39:00.000"), "friend-ids": {{ 40874500, 35049897, 29559982, 42737582, 11405173, 38919458, 26268603, 38582942, 13758558, 16949073 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2009-11-18") } ] }
+{ "id": 9372871, "id-copy": 9372871, "alias": "Emerson", "name": "EmersonSell", "user-since": datetime("2010-01-25T11:12:56.000"), "user-since-copy": datetime("2010-01-25T11:12:56.000"), "friend-ids": {{ 13800934, 24493814 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2004-02-14"), "end-date": date("2005-11-07") } ] }
+{ "id": 9373819, "id-copy": 9373819, "alias": "Man", "name": "ManHarding", "user-since": datetime("2005-03-19T02:36:47.000"), "user-since-copy": datetime("2005-03-19T02:36:47.000"), "friend-ids": {{ 10687886, 6212430, 40098775, 8554409, 18917793, 9329327, 38361031, 27404932, 29083756, 28482636, 38832020, 7859160, 14175144, 3316105, 16742847, 8143105, 13049385, 22288103, 36693926, 26571195, 6536981, 32281681, 41798492, 36467563 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2009-02-08") } ] }
+{ "id": 9386794, "id-copy": 9386794, "alias": "Issac", "name": "IssacNickolson", "user-since": datetime("2009-12-11T08:40:10.000"), "user-since-copy": datetime("2009-12-11T08:40:10.000"), "friend-ids": {{ 4077760, 26197904, 22088648 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2002-05-17") } ] }
+{ "id": 9395638, "id-copy": 9395638, "alias": "Toby", "name": "TobyThomlinson", "user-since": datetime("2012-02-02T02:11:31.000"), "user-since-copy": datetime("2012-02-02T02:11:31.000"), "friend-ids": {{ 39086825, 14218540, 37526829, 46631432, 24407673, 19484977, 3657630 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2012-02-26") } ] }
+{ "id": 9403096, "id-copy": 9403096, "alias": "Clarita", "name": "ClaritaRitter", "user-since": datetime("2007-11-18T14:11:04.000"), "user-since-copy": datetime("2007-11-18T14:11:04.000"), "friend-ids": {{ 11967380, 17558867 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2011-01-28"), "end-date": date("2011-05-05") } ] }
+{ "id": 9408688, "id-copy": 9408688, "alias": "Goddard", "name": "GoddardWeisgarber", "user-since": datetime("2011-05-21T13:18:54.000"), "user-since-copy": datetime("2011-05-21T13:18:54.000"), "friend-ids": {{ 2820008, 31637633, 35026624, 544628, 2552858 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2007-11-26") } ] }
+{ "id": 9415921, "id-copy": 9415921, "alias": "Shad", "name": "ShadHaynes", "user-since": datetime("2010-01-19T22:19:28.000"), "user-since-copy": datetime("2010-01-19T22:19:28.000"), "friend-ids": {{ 4608515, 39839555, 31370710, 43278478, 731705, 26523982, 15560444, 10605444, 20229128, 41477079, 47960417, 1744587, 35477897, 10362849, 38394199, 24090076, 14390416 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2010-06-23") } ] }
+{ "id": 9420304, "id-copy": 9420304, "alias": "Alwyn", "name": "AlwynAkers", "user-since": datetime("2009-11-08T08:30:46.000"), "user-since-copy": datetime("2009-11-08T08:30:46.000"), "friend-ids": {{ 40384671, 13399303, 2163402 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-06-14"), "end-date": date("2012-07-17") } ] }
+{ "id": 9426244, "id-copy": 9426244, "alias": "Lamar", "name": "LamarMaugham", "user-since": datetime("2005-03-08T17:00:15.000"), "user-since-copy": datetime("2005-03-08T17:00:15.000"), "friend-ids": {{ 36168436, 20740167, 21922111, 32892152, 34608833, 28621520, 40818313, 23842558, 41275216, 36331147, 40737858, 45983619, 14033949, 23132425, 33634408 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2011-12-24") } ] }
+{ "id": 9434542, "id-copy": 9434542, "alias": "Alice", "name": "AliceRopes", "user-since": datetime("2011-09-10T10:32:17.000"), "user-since-copy": datetime("2011-09-10T10:32:17.000"), "friend-ids": {{ 30233815, 23593045, 243865, 46494768, 15852416, 2627657, 12253908, 11415849, 36381160, 25773586, 9952015, 20363967, 45499740, 15573031, 2939342, 24137982, 34026341, 34111551, 30963526, 7116453 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2008-07-09") } ] }
+{ "id": 9440818, "id-copy": 9440818, "alias": "Poppy", "name": "PoppyBoyer", "user-since": datetime("2007-06-09T08:15:05.000"), "user-since-copy": datetime("2007-06-09T08:15:05.000"), "friend-ids": {{ 10721272, 26882431, 45774996, 44725231, 34694934, 28877797, 12922671, 16078039, 43902220, 27311426, 34146150, 39285332, 7343219, 17482231, 15496713, 12439079, 18097780, 30046636, 16951144, 27968612 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2006-11-17") } ] }
+{ "id": 9446506, "id-copy": 9446506, "alias": "Deshawn", "name": "DeshawnBashline", "user-since": datetime("2009-03-11T18:09:19.000"), "user-since-copy": datetime("2009-03-11T18:09:19.000"), "friend-ids": {{ 22236205, 44669386, 5098679, 17631352, 40353783, 17155709 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-11-12"), "end-date": date("2003-04-22") } ] }
+{ "id": 9477919, "id-copy": 9477919, "alias": "Lilly", "name": "LillyLinton", "user-since": datetime("2005-01-09T12:24:01.000"), "user-since-copy": datetime("2005-01-09T12:24:01.000"), "friend-ids": {{ 19117935, 45208482, 36019625, 39146688, 15911832 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2011-03-03"), "end-date": date("2011-10-03") } ] }
+{ "id": 9480964, "id-copy": 9480964, "alias": "Ava", "name": "AvaCross", "user-since": datetime("2005-11-03T14:59:13.000"), "user-since-copy": datetime("2005-11-03T14:59:13.000"), "friend-ids": {{ 9693959, 3138151, 20631444, 8672727, 33701530, 14630539, 38539482, 3066915, 30934733, 38630163, 25673376 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2000-06-05"), "end-date": date("2000-10-06") } ] }
+{ "id": 9505936, "id-copy": 9505936, "alias": "Kerrie", "name": "KerrieGadow", "user-since": datetime("2005-06-26T08:47:14.000"), "user-since-copy": datetime("2005-06-26T08:47:14.000"), "friend-ids": {{ 46457424, 17421010, 11336465, 19785227 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2004-12-08"), "end-date": date("2010-04-11") } ] }
+{ "id": 9512989, "id-copy": 9512989, "alias": "Lilliana", "name": "LillianaAdams", "user-since": datetime("2007-06-01T16:54:29.000"), "user-since-copy": datetime("2007-06-01T16:54:29.000"), "friend-ids": {{ 14085316, 47471900, 24950195, 44416851, 6677091, 34188319, 1783776, 35860593, 29193624, 11999697, 13365419, 39452732, 14401842, 9087264, 15679216, 39424118, 45063958, 11967959, 29634503, 15763396 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2001-02-08"), "end-date": date("2008-03-23") } ] }
+{ "id": 9521401, "id-copy": 9521401, "alias": "Donnette", "name": "DonnetteFaust", "user-since": datetime("2012-03-22T09:38:14.000"), "user-since-copy": datetime("2012-03-22T09:38:14.000"), "friend-ids": {{ 25050925 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2008-08-20"), "end-date": date("2009-07-09") } ] }
+{ "id": 9545461, "id-copy": 9545461, "alias": "Sandra", "name": "SandraFea", "user-since": datetime("2005-12-09T14:40:28.000"), "user-since-copy": datetime("2005-12-09T14:40:28.000"), "friend-ids": {{ 28976045 }}, "employment": [ { "organization-name": "Voltbam", "start-date": date("2012-02-02") } ] }
+{ "id": 9555157, "id-copy": 9555157, "alias": "Alea", "name": "AleaWallick", "user-since": datetime("2009-11-12T19:32:16.000"), "user-since-copy": datetime("2009-11-12T19:32:16.000"), "friend-ids": {{ 9936033, 18972695, 22198051, 44425768, 37636218, 25373418, 17204473, 6543589, 23627204, 40204583, 18664982, 27647616, 43332268, 41812682 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2009-02-17") } ] }
+{ "id": 9563056, "id-copy": 9563056, "alias": "Iantha", "name": "IanthaHoward", "user-since": datetime("2009-03-09T10:16:12.000"), "user-since-copy": datetime("2009-03-09T10:16:12.000"), "friend-ids": {{ 31445918, 39207727, 45365035, 7861010, 28533268, 29009652, 40156013, 40416479, 42741676, 30221879, 30189614, 46450645, 30914117, 33681301, 19457868, 23309378, 15126664, 32913981, 5396205 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2000-03-18"), "end-date": date("2009-01-05") } ] }
+{ "id": 9574393, "id-copy": 9574393, "alias": "Ghislaine", "name": "GhislaineTaylor", "user-since": datetime("2005-01-23T07:49:26.000"), "user-since-copy": datetime("2005-01-23T07:49:26.000"), "friend-ids": {{ 23799181, 25411427, 3758740, 47542325, 41070945, 45261892, 23309481 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2003-04-15") } ] }
+{ "id": 9588427, "id-copy": 9588427, "alias": "Tiffany", "name": "TiffanyGeyer", "user-since": datetime("2007-09-10T11:20:53.000"), "user-since-copy": datetime("2007-09-10T11:20:53.000"), "friend-ids": {{ 31357437, 16305152, 39281885, 25249419, 434661, 13634747, 39812462, 25218908, 22362649, 41696008, 4523776, 40340358, 45330588, 299997, 11538141, 20972409, 25152923, 8627592, 33381524, 6226232 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2005-02-20") } ] }
+{ "id": 9594523, "id-copy": 9594523, "alias": "Tam", "name": "TamWillcox", "user-since": datetime("2011-12-23T11:41:58.000"), "user-since-copy": datetime("2011-12-23T11:41:58.000"), "friend-ids": {{ 27383896, 20745988, 10063024, 8241427, 40299998, 32408463, 25171835, 22380586, 15344194, 25951348, 28733234, 45421004, 2273747, 2229862, 6241144, 6704115, 8659430, 47431991, 47929530, 24393021 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2001-07-27") } ] }
+{ "id": 9629923, "id-copy": 9629923, "alias": "Adria", "name": "AdriaBoyer", "user-since": datetime("2005-08-12T16:31:38.000"), "user-since-copy": datetime("2005-08-12T16:31:38.000"), "friend-ids": {{ 43812176, 1271309, 1412045, 18793840, 40264072, 41525831, 25536841, 46110606, 40440782, 37228709, 37745315, 19025404, 13458371, 32475836, 30506186, 6860193, 44650222, 5924034 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2012-03-08") } ] }
+{ "id": 9664990, "id-copy": 9664990, "alias": "Travis", "name": "TravisJube", "user-since": datetime("2010-02-12T13:42:04.000"), "user-since-copy": datetime("2010-02-12T13:42:04.000"), "friend-ids": {{ 22627931, 5992593, 8208547, 37326819, 14939087, 18366709, 29043862, 45062025, 21360937, 19730114, 26779317, 46856921, 28406774, 40580511, 8062361, 2179206, 47765870, 14039643, 28857662, 42600706 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2007-01-14") } ] }
+{ "id": 9676201, "id-copy": 9676201, "alias": "Jessica", "name": "JessicaBeals", "user-since": datetime("2006-12-02T17:13:07.000"), "user-since-copy": datetime("2006-12-02T17:13:07.000"), "friend-ids": {{ 40180348, 5499689, 43937013, 12294744, 47607871, 15173594, 19403387, 30591667, 1488569, 11862843, 26230465, 15334606, 4397778, 8140277, 39859715, 25854759, 7216524, 41695061, 43036500, 15618315, 4503056, 23790965, 14510949, 34347866 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2011-05-15"), "end-date": date("2011-10-27") } ] }
+{ "id": 9682723, "id-copy": 9682723, "alias": "Rick", "name": "RickEisaman", "user-since": datetime("2011-01-04T04:42:13.000"), "user-since-copy": datetime("2011-01-04T04:42:13.000"), "friend-ids": {{ 843458, 40779817, 24515616, 9016765, 37332064, 2164822, 45832315, 27168757, 43771964, 46638388, 43667809 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2004-08-13"), "end-date": date("2011-04-11") } ] }
+{ "id": 9740476, "id-copy": 9740476, "alias": "Tucker", "name": "TuckerRogers", "user-since": datetime("2005-05-22T22:00:09.000"), "user-since-copy": datetime("2005-05-22T22:00:09.000"), "friend-ids": {{ 13095635, 36113924, 11767777, 15169454, 1692699, 19622409, 17110214 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2009-03-24"), "end-date": date("2011-02-13") } ] }
+{ "id": 9746482, "id-copy": 9746482, "alias": "Ava", "name": "AvaEndsley", "user-since": datetime("2005-07-05T11:34:59.000"), "user-since-copy": datetime("2005-07-05T11:34:59.000"), "friend-ids": {{ 38589612, 37168849, 27697487, 47869699, 7140447, 1195276, 25105593, 46071, 5222989, 39550451, 45838187, 8513498, 44093597, 25194162, 11534580, 37101502, 6417166, 23315276, 9854625 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2011-06-15") } ] }
+{ "id": 9767755, "id-copy": 9767755, "alias": "Joel", "name": "JoelHoopengarner", "user-since": datetime("2012-01-19T13:22:46.000"), "user-since-copy": datetime("2012-01-19T13:22:46.000"), "friend-ids": {{ 41934568, 20874721, 33807743 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2012-01-21"), "end-date": date("2012-06-09") } ] }
+{ "id": 9783310, "id-copy": 9783310, "alias": "Basil", "name": "BasilLangston", "user-since": datetime("2005-06-10T11:35:51.000"), "user-since-copy": datetime("2005-06-10T11:35:51.000"), "friend-ids": {{ 21087606, 17287729, 8132136, 17055542, 5795845, 41180261, 10977404, 29700430, 47047119, 358942, 29290990, 19557422, 35447157, 33135473, 36720866, 39510564 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2000-05-11"), "end-date": date("2000-03-09") } ] }
+{ "id": 9795463, "id-copy": 9795463, "alias": "Brunilda", "name": "BrunildaPheleps", "user-since": datetime("2007-04-21T01:56:02.000"), "user-since-copy": datetime("2007-04-21T01:56:02.000"), "friend-ids": {{ 39507879, 43296507, 45019669, 39481546, 16657717, 8707249, 47148318, 46560087, 42473978, 11974026, 40145543, 2127794, 19537942, 28159963, 21439105, 32578039, 24112998, 47853039, 6406099, 30697429 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2001-07-13") } ] }
+{ "id": 9805759, "id-copy": 9805759, "alias": "Emmie", "name": "EmmieJohns", "user-since": datetime("2008-11-01T15:15:13.000"), "user-since-copy": datetime("2008-11-01T15:15:13.000"), "friend-ids": {{ 47090234, 24484835, 11048702 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2008-02-26") } ] }
+{ "id": 9811513, "id-copy": 9811513, "alias": "Casie", "name": "CasieRose", "user-since": datetime("2011-11-25T11:32:36.000"), "user-since-copy": datetime("2011-11-25T11:32:36.000"), "friend-ids": {{ 8913855, 26924028, 19426899, 38037518, 39689117, 32691982, 6561788, 36463261, 31724455, 18356325, 23130893, 35227626, 13738524, 4700460, 6963740, 13255939, 12215189, 33593825, 34229322 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2003-11-22") } ] }
+{ "id": 9818617, "id-copy": 9818617, "alias": "Elwyn", "name": "ElwynEndsley", "user-since": datetime("2012-04-12T18:14:54.000"), "user-since-copy": datetime("2012-04-12T18:14:54.000"), "friend-ids": {{ 44007613, 15744997, 9366576, 44776374, 19082361, 9967101, 25247773, 20407697 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2003-09-09") } ] }
+{ "id": 9866572, "id-copy": 9866572, "alias": "Evelina", "name": "EvelinaBerry", "user-since": datetime("2006-12-16T03:56:00.000"), "user-since-copy": datetime("2006-12-16T03:56:00.000"), "friend-ids": {{ 13883615, 43198063, 30615747, 3228427, 23840450, 43443245, 17107485, 34691909, 44890462, 47992198, 46475465, 28790498, 7693182, 41338502, 6694688, 17592193, 9966336, 40899188, 16363000, 43996364 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2004-03-01"), "end-date": date("2008-08-21") } ] }
+{ "id": 9867190, "id-copy": 9867190, "alias": "Elvis", "name": "ElvisBasinger", "user-since": datetime("2009-01-16T11:48:43.000"), "user-since-copy": datetime("2009-01-16T11:48:43.000"), "friend-ids": {{ 31562017, 45465097, 29858836, 21720764, 37465930, 20639296, 7168709 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2011-01-11"), "end-date": date("2011-01-26") } ] }
+{ "id": 9879709, "id-copy": 9879709, "alias": "Winfred", "name": "WinfredCraig", "user-since": datetime("2005-08-03T19:34:00.000"), "user-since-copy": datetime("2005-08-03T19:34:00.000"), "friend-ids": {{ 22314477, 25116324, 22136373, 35942614, 21324680, 17967388, 29463891, 36125380, 20673052, 27353154, 25107580, 24689990, 17672337, 16922511, 26158336, 35966438, 26619840, 29808016, 12075922, 33292381, 17902188 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2010-02-04") } ] }
+{ "id": 9880696, "id-copy": 9880696, "alias": "Cynthia", "name": "CynthiaSeidner", "user-since": datetime("2006-03-17T01:36:33.000"), "user-since-copy": datetime("2006-03-17T01:36:33.000"), "friend-ids": {{ 47318799, 28282167 }}, "employment": [ { "organization-name": "Newfase", "start-date": date("2008-07-02"), "end-date": date("2010-11-25") } ] }
+{ "id": 9896473, "id-copy": 9896473, "alias": "Harlan", "name": "HarlanAnderson", "user-since": datetime("2012-06-03T22:40:33.000"), "user-since-copy": datetime("2012-06-03T22:40:33.000"), "friend-ids": {{ 28073049, 32365932, 23795268, 7563960, 47274822, 4907078, 8659018, 33480175, 3984139, 20631025, 26879093, 27168884, 20063035, 22192716, 18259756, 28904415, 28492528, 4140983, 12014021, 10959797, 38881978, 45835171, 6556552, 26372018 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2000-08-18") } ] }
+{ "id": 9950824, "id-copy": 9950824, "alias": "Maryann", "name": "MaryannCressman", "user-since": datetime("2011-02-25T17:51:21.000"), "user-since-copy": datetime("2011-02-25T17:51:21.000"), "friend-ids": {{ 30203965, 23348792, 19093409, 21079475 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2006-10-11"), "end-date": date("2006-10-09") } ] }
+{ "id": 9978190, "id-copy": 9978190, "alias": "Tatianna", "name": "TatiannaSchmidt", "user-since": datetime("2012-07-05T14:37:56.000"), "user-since-copy": datetime("2012-07-05T14:37:56.000"), "friend-ids": {{ 15128198 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2008-11-17") } ] }
+{ "id": 9997456, "id-copy": 9997456, "alias": "Micah", "name": "MicahRogers", "user-since": datetime("2008-03-01T05:53:42.000"), "user-since-copy": datetime("2008-03-01T05:53:42.000"), "friend-ids": {{ 17761154, 33509079, 36866187, 24618619, 7048673, 18747407, 31947241, 33710255, 40699565, 22334622, 24425777, 19450074, 39309621, 4464803, 15881946, 35888289, 10539684, 17175942, 20754578, 27045156, 14301629, 19478576 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2011-02-16") } ] }
+{ "id": 10001047, "id-copy": 10001047, "alias": "Rodger", "name": "RodgerRifler", "user-since": datetime("2009-12-08T18:34:21.000"), "user-since-copy": datetime("2009-12-08T18:34:21.000"), "friend-ids": {{ 41832587, 41015556, 17486735, 38428485, 29774516, 38574837, 2061546, 46972940, 25654449, 776023, 1164809, 34242171, 9752352, 1088591, 26406961, 7270316, 36371574, 24413303, 36287374, 43343719, 6830709, 2919772, 41313339 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2003-02-08") } ] }
+{ "id": 10059343, "id-copy": 10059343, "alias": "Randy", "name": "RandyQueer", "user-since": datetime("2005-06-01T02:30:35.000"), "user-since-copy": datetime("2005-06-01T02:30:35.000"), "friend-ids": {{ 8688755, 7077909, 41009273, 26932559, 29488059, 6408736, 6374592, 5042147, 21880854, 12704496, 28046022, 2384964, 20867794, 3990470, 7132171 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2006-07-07"), "end-date": date("2007-04-08") } ] }
+{ "id": 10065595, "id-copy": 10065595, "alias": "Zenobia", "name": "ZenobiaHiggens", "user-since": datetime("2009-11-06T11:19:47.000"), "user-since-copy": datetime("2009-11-06T11:19:47.000"), "friend-ids": {{ 19623415, 12770212, 30381171, 20436392, 33497094, 39556081, 22592010, 44832685, 35801007, 39682093, 26870566, 8667589, 43790411, 24760722, 8286108, 20709133 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2001-07-28"), "end-date": date("2004-12-26") } ] }
+{ "id": 10071475, "id-copy": 10071475, "alias": "Kyra", "name": "KyraWile", "user-since": datetime("2010-08-21T20:27:23.000"), "user-since-copy": datetime("2010-08-21T20:27:23.000"), "friend-ids": {{ 24326501, 3159228, 33973593, 47221189, 17474184, 17812891 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2010-04-14") } ] }
+{ "id": 10073632, "id-copy": 10073632, "alias": "Hadley", "name": "HadleyPainter", "user-since": datetime("2010-08-18T16:57:45.000"), "user-since-copy": datetime("2010-08-18T16:57:45.000"), "friend-ids": {{ 35310707, 40074121, 28614727, 29388510, 29966750, 45475518, 5989395, 9892960, 7137969, 5530675, 2278234, 9571067, 29644726, 30689189, 41083149 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2004-06-13"), "end-date": date("2004-11-28") } ] }
+{ "id": 10083103, "id-copy": 10083103, "alias": "Albertine", "name": "AlbertineShick", "user-since": datetime("2006-11-10T03:24:02.000"), "user-since-copy": datetime("2006-11-10T03:24:02.000"), "friend-ids": {{ 22979883, 41779991, 30340160, 44852777, 43786950, 33382165, 898482, 16427018, 1264379, 19925419, 10166319, 12658187, 38802346 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2010-03-05") } ] }
+{ "id": 10085446, "id-copy": 10085446, "alias": "Merla", "name": "MerlaWhitehead", "user-since": datetime("2006-12-08T11:13:30.000"), "user-since-copy": datetime("2006-12-08T11:13:30.000"), "friend-ids": {{ 44039547 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-03-16"), "end-date": date("2009-04-16") } ] }
+{ "id": 10086913, "id-copy": 10086913, "alias": "Margaretta", "name": "MargarettaPfeifer", "user-since": datetime("2012-03-04T14:47:18.000"), "user-since-copy": datetime("2012-03-04T14:47:18.000"), "friend-ids": {{ 9800482, 3761286, 34428154, 18082184, 14845214, 33053674, 46786785, 22235473, 23677556, 24819784, 47587008, 36939436, 14987278 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2003-07-08"), "end-date": date("2010-03-01") } ] }
+{ "id": 10090042, "id-copy": 10090042, "alias": "Gaye", "name": "GayeHayhurst", "user-since": datetime("2006-09-23T14:26:31.000"), "user-since-copy": datetime("2006-09-23T14:26:31.000"), "friend-ids": {{ 41099035, 16443590, 9899624, 2459064, 25428448, 1420220, 1487058, 13700561, 11008052, 36459693, 45632468, 30351729, 33053870, 26372759, 10801940, 37166367 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2005-07-15"), "end-date": date("2010-05-04") } ] }
+{ "id": 10116496, "id-copy": 10116496, "alias": "Gena", "name": "GenaJerome", "user-since": datetime("2005-03-04T21:38:41.000"), "user-since-copy": datetime("2005-03-04T21:38:41.000"), "friend-ids": {{ 11698908, 11838778, 10546816, 13504928, 25681727, 20198355, 28316946, 13835662, 16328293, 39540292, 43990464, 31393679, 34806990, 19167324, 8558031, 37794176, 14389975 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2003-10-01"), "end-date": date("2006-06-13") } ] }
+{ "id": 10122346, "id-copy": 10122346, "alias": "Salal", "name": "SalalPearson", "user-since": datetime("2011-11-14T10:42:11.000"), "user-since-copy": datetime("2011-11-14T10:42:11.000"), "friend-ids": {{ 44003884, 37124809, 7600567, 5158911, 31009406, 10708460 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2001-02-17"), "end-date": date("2010-06-23") } ] }
+{ "id": 10123051, "id-copy": 10123051, "alias": "Rowland", "name": "RowlandWaldron", "user-since": datetime("2011-08-01T17:20:14.000"), "user-since-copy": datetime("2011-08-01T17:20:14.000"), "friend-ids": {{ 7693849, 5416143, 10885197, 39771258, 41278769, 16236783, 18739058, 2293485, 32013369, 34882536, 14339467, 3680575, 4461977, 33715303, 26345760, 45729149, 17585375, 39496021 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2001-12-10"), "end-date": date("2006-04-07") } ] }
+{ "id": 10128076, "id-copy": 10128076, "alias": "Parker", "name": "ParkerHutton", "user-since": datetime("2011-06-05T03:46:01.000"), "user-since-copy": datetime("2011-06-05T03:46:01.000"), "friend-ids": {{ 24818185, 42512828, 22798434, 38901116, 12147430, 47942796, 34742031, 7142883, 11882526, 16055416, 3892909, 12824325, 13378363, 34281637, 15457426, 24092146, 27678834, 15804956 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2007-04-12"), "end-date": date("2009-05-09") } ] }
+{ "id": 10131352, "id-copy": 10131352, "alias": "Brett", "name": "BrettBullard", "user-since": datetime("2011-03-20T00:21:15.000"), "user-since-copy": datetime("2011-03-20T00:21:15.000"), "friend-ids": {{ 42102691, 34313392, 19476509, 40509353, 40764048, 32856149, 20306336, 18276288, 34284082, 32265145, 23912229, 7426729, 26377621, 43687843, 6140857, 4573908, 6840657, 18335864, 19868141, 6051525 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2005-11-09"), "end-date": date("2008-12-05") } ] }
+{ "id": 10132771, "id-copy": 10132771, "alias": "Gaenor", "name": "GaenorEvans", "user-since": datetime("2006-01-23T20:07:34.000"), "user-since-copy": datetime("2006-01-23T20:07:34.000"), "friend-ids": {{ 20344517, 47988409, 39449785, 16775663, 20200468 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-03-17") } ] }
+{ "id": 10138039, "id-copy": 10138039, "alias": "Farah", "name": "FarahAnn", "user-since": datetime("2008-05-10T19:04:28.000"), "user-since-copy": datetime("2008-05-10T19:04:28.000"), "friend-ids": {{ 32501277, 13715476, 10452566, 2652600, 16449577, 12508457, 30925424, 21595197, 26030962, 31683678 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2003-10-02") } ] }
+{ "id": 10150873, "id-copy": 10150873, "alias": "Shanice", "name": "ShaniceReiss", "user-since": datetime("2005-07-07T09:46:00.000"), "user-since-copy": datetime("2005-07-07T09:46:00.000"), "friend-ids": {{ 29208488, 6994033, 13074568, 31547206, 2547580, 15915539, 37448883, 38739687, 33246865, 28231547, 33861348, 44929557, 13977747, 44297013, 22367804 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2002-09-07"), "end-date": date("2006-04-23") } ] }
+{ "id": 10186180, "id-copy": 10186180, "alias": "Mina", "name": "MinaGist", "user-since": datetime("2012-07-05T21:56:14.000"), "user-since-copy": datetime("2012-07-05T21:56:14.000"), "friend-ids": {{ 12424234, 41863508, 44607839, 36984124, 3839840, 38458170, 41721653, 4785194, 20595881, 13515001 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2012-07-19") } ] }
+{ "id": 10188805, "id-copy": 10188805, "alias": "Margarita", "name": "MargaritaBrinigh", "user-since": datetime("2011-06-26T06:22:38.000"), "user-since-copy": datetime("2011-06-26T06:22:38.000"), "friend-ids": {{ 39275311, 42262790, 35041935, 12137373, 8507536 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2004-03-17") } ] }
+{ "id": 10193368, "id-copy": 10193368, "alias": "Oneida", "name": "OneidaEve", "user-since": datetime("2005-01-16T07:26:07.000"), "user-since-copy": datetime("2005-01-16T07:26:07.000"), "friend-ids": {{ 46396755, 39763353, 13661339, 5992749, 293256, 15572483, 16775625, 21543680 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2003-01-12"), "end-date": date("2008-03-22") } ] }
+{ "id": 10211827, "id-copy": 10211827, "alias": "Fanny", "name": "FannyHarrold", "user-since": datetime("2010-08-28T09:57:52.000"), "user-since-copy": datetime("2010-08-28T09:57:52.000"), "friend-ids": {{ 4061493, 30492642, 8550070, 34805906, 5798646, 39169853, 45190690, 34218456, 3758565, 18038216 }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2008-10-14"), "end-date": date("2008-05-18") } ] }
+{ "id": 10215280, "id-copy": 10215280, "alias": "Barbara", "name": "BarbaraEve", "user-since": datetime("2012-03-09T01:36:52.000"), "user-since-copy": datetime("2012-03-09T01:36:52.000"), "friend-ids": {{ 32562793, 33679771, 10306498, 37847497, 30180151, 3504698 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2011-12-14") } ] }
+{ "id": 10238749, "id-copy": 10238749, "alias": "Elspeth", "name": "ElspethFilby", "user-since": datetime("2010-02-08T22:55:13.000"), "user-since-copy": datetime("2010-02-08T22:55:13.000"), "friend-ids": {{ 307224, 16533888 }}, "employment": [ { "organization-name": "goldendexon", "start-date": date("2011-12-10") } ] }
+{ "id": 10269739, "id-copy": 10269739, "alias": "Shantel", "name": "ShantelEve", "user-since": datetime("2012-06-06T00:37:05.000"), "user-since-copy": datetime("2012-06-06T00:37:05.000"), "friend-ids": {{ 39436396, 20382971, 47821933, 28867521, 23217564, 40672635, 34693766, 4383592, 42534606, 23535312, 9112260, 4828073, 37429286, 27965200, 30257544, 47609429, 18527025, 33339218, 898986, 2817270, 6040099, 47802547 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2000-05-24") } ] }
+{ "id": 10283503, "id-copy": 10283503, "alias": "Terrilyn", "name": "TerrilynZadovsky", "user-since": datetime("2007-06-17T05:40:01.000"), "user-since-copy": datetime("2007-06-17T05:40:01.000"), "friend-ids": {{ 30185148, 22395650, 3212998, 41571861, 21336440, 41050091 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2009-12-14") } ] }
+{ "id": 10283941, "id-copy": 10283941, "alias": "Jeffie", "name": "JeffieChappel", "user-since": datetime("2012-06-17T10:07:53.000"), "user-since-copy": datetime("2012-06-17T10:07:53.000"), "friend-ids": {{ 37665650, 44995551, 8518132, 25975224, 22980129, 41720034, 42152946, 26671472, 25698917, 24270208, 36866555, 6728174, 46967331, 31563323, 1382901, 6764335, 35373496 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2005-01-26") } ] }
+{ "id": 10295389, "id-copy": 10295389, "alias": "Major", "name": "MajorDrabble", "user-since": datetime("2009-05-23T12:56:48.000"), "user-since-copy": datetime("2009-05-23T12:56:48.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2000-10-26") } ] }
+{ "id": 10307032, "id-copy": 10307032, "alias": "Quentin", "name": "QuentinSauter", "user-since": datetime("2012-07-11T07:16:43.000"), "user-since-copy": datetime("2012-07-11T07:16:43.000"), "friend-ids": {{ 1926278, 42211794, 1508832, 14973540, 6721046, 28872485, 5047722, 7805271, 31508326, 20891455, 38735410, 13190567, 18209753, 44468536, 34640135, 47290587, 25576626 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2012-02-13") } ] }
+{ "id": 10322023, "id-copy": 10322023, "alias": "Shanita", "name": "ShanitaBeedell", "user-since": datetime("2011-06-09T23:50:09.000"), "user-since-copy": datetime("2011-06-09T23:50:09.000"), "friend-ids": {{ 22628842, 2169935, 20656034, 9086684, 17234788, 11936164, 12465122, 2543006, 40067557, 36767662, 633930, 41805132, 13246529, 43801547, 44953975, 36902947, 34935791, 22923033, 28190533, 18230134, 9484458, 21184932 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2011-10-10") } ] }
+{ "id": 10322398, "id-copy": 10322398, "alias": "Alanna", "name": "AlannaBollinger", "user-since": datetime("2008-09-01T20:05:18.000"), "user-since-copy": datetime("2008-09-01T20:05:18.000"), "friend-ids": {{ 4294902, 42664964 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2009-10-08"), "end-date": date("2011-09-26") } ] }
+{ "id": 10346116, "id-copy": 10346116, "alias": "Breana", "name": "BreanaPainter", "user-since": datetime("2012-04-05T12:15:17.000"), "user-since-copy": datetime("2012-04-05T12:15:17.000"), "friend-ids": {{ 39999376, 5382299, 36254541, 16829210, 7084172, 13545656, 24681698, 34171417, 28514693, 8090159, 35046661, 44544921, 47754565, 28732689, 19680056, 21398367, 39260450 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2012-08-24"), "end-date": date("2012-08-24") } ] }
+{ "id": 10346338, "id-copy": 10346338, "alias": "Caelie", "name": "CaelieYates", "user-since": datetime("2011-11-10T19:17:38.000"), "user-since-copy": datetime("2011-11-10T19:17:38.000"), "friend-ids": {{ 3910270, 7940512, 32351319, 27966615, 33829964, 34529061, 19420019, 7423616, 22246488, 7284253, 8419860, 43330144 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2005-02-07"), "end-date": date("2011-09-05") } ] }
+{ "id": 10350421, "id-copy": 10350421, "alias": "Diane", "name": "DianeFisher", "user-since": datetime("2010-10-19T11:08:52.000"), "user-since-copy": datetime("2010-10-19T11:08:52.000"), "friend-ids": {{ 22455675, 20415125, 21917591, 44414352, 39158851, 3446534, 6627839, 28358200, 1176552, 37914774 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2008-06-04"), "end-date": date("2009-09-11") } ] }
+{ "id": 10353946, "id-copy": 10353946, "alias": "Cass", "name": "CassPirl", "user-since": datetime("2010-10-25T21:08:28.000"), "user-since-copy": datetime("2010-10-25T21:08:28.000"), "friend-ids": {{ 43117144, 29185875, 28524977, 4904289, 37353728, 30484159, 40114905, 18108320, 46098949, 30207639 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2006-06-10") } ] }
+{ "id": 10361965, "id-copy": 10361965, "alias": "Arlen", "name": "ArlenFlick", "user-since": datetime("2011-07-14T18:38:37.000"), "user-since-copy": datetime("2011-07-14T18:38:37.000"), "friend-ids": {{ 34249140, 2887282, 47622716, 3897801, 33692288, 14374380, 14183995, 41311739, 6378075, 17721901, 20807501, 8908974, 41080464, 26497672 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2008-05-18"), "end-date": date("2011-09-18") } ] }
+{ "id": 10364356, "id-copy": 10364356, "alias": "Katharine", "name": "KatharineHoward", "user-since": datetime("2012-03-04T04:40:32.000"), "user-since-copy": datetime("2012-03-04T04:40:32.000"), "friend-ids": {{ 38784, 9497194, 38432548, 30160971, 16843331, 36942612, 32507064, 41108421, 31761239, 20202472, 37170299, 39217222, 14201294, 46319310 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2011-11-09"), "end-date": date("2011-07-18") } ] }
+{ "id": 10367416, "id-copy": 10367416, "alias": "Damion", "name": "DamionDean", "user-since": datetime("2008-01-06T05:55:09.000"), "user-since-copy": datetime("2008-01-06T05:55:09.000"), "friend-ids": {{ 45804001, 13077962, 28346489, 25877214, 10164033, 42903493, 66753, 27961850, 41137249, 20490506 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2007-12-18") } ] }
+{ "id": 10391044, "id-copy": 10391044, "alias": "Kendrick", "name": "KendrickNabholz", "user-since": datetime("2007-10-11T19:49:13.000"), "user-since-copy": datetime("2007-10-11T19:49:13.000"), "friend-ids": {{ 39264696, 35794708, 222108, 29542536, 34470710, 16736694, 36282306, 12411530, 12507843, 30193842, 45764599, 32250152, 16472135, 26507230, 17443301, 16787960, 17651924, 37659951, 28610616, 12928071 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2007-05-07") } ] }
+{ "id": 10394488, "id-copy": 10394488, "alias": "Oswald", "name": "OswaldRay", "user-since": datetime("2006-02-12T17:39:23.000"), "user-since-copy": datetime("2006-02-12T17:39:23.000"), "friend-ids": {{ 14370372, 14174983, 7749259, 39375970, 1755409, 9056913 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2011-12-04"), "end-date": date("2011-06-08") } ] }
+{ "id": 10396831, "id-copy": 10396831, "alias": "Carman", "name": "CarmanElder", "user-since": datetime("2011-12-27T21:50:41.000"), "user-since-copy": datetime("2011-12-27T21:50:41.000"), "friend-ids": {{ 41782166, 39862540, 39100006, 45023958, 29253172, 31208143, 12637805, 5844876, 37296616, 20896053, 18358082, 11068853, 5350064, 14456765, 15758928 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2012-05-18"), "end-date": date("2012-07-26") } ] }
+{ "id": 10404706, "id-copy": 10404706, "alias": "Rylan", "name": "RylanEmrick", "user-since": datetime("2008-11-23T00:55:36.000"), "user-since-copy": datetime("2008-11-23T00:55:36.000"), "friend-ids": {{ 17936230, 20908773, 34834317, 26134774, 3534090, 7699389, 11743997, 37809096, 23228338, 19069026, 662582, 40839640, 26706968, 42711557, 28658968, 39161015, 29201879, 7516443, 21802464, 16456657, 32689464 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2012-02-16") } ] }
+{ "id": 10444585, "id-copy": 10444585, "alias": "Harrietta", "name": "HarriettaDunkle", "user-since": datetime("2012-01-26T16:14:19.000"), "user-since-copy": datetime("2012-01-26T16:14:19.000"), "friend-ids": {{ 9013750, 39577621, 40067238, 24177261, 41169182, 5939218, 13820152, 47741655 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2004-06-13") } ] }
+{ "id": 10453144, "id-copy": 10453144, "alias": "Jason", "name": "JasonSachse", "user-since": datetime("2009-01-25T10:27:17.000"), "user-since-copy": datetime("2009-01-25T10:27:17.000"), "friend-ids": {{ 12949882, 32048809, 23087453, 3994051, 20775019, 22184704, 38106058, 34520240, 13724092, 16309751, 25955640, 4812195, 40546554, 12695295, 16574455, 38615670, 43405164, 7997407, 12239790 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2005-08-01"), "end-date": date("2008-02-08") } ] }
+{ "id": 10469071, "id-copy": 10469071, "alias": "Apryl", "name": "AprylWatson", "user-since": datetime("2006-10-03T08:37:12.000"), "user-since-copy": datetime("2006-10-03T08:37:12.000"), "friend-ids": {{ 4517575, 34635569, 1199146 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2001-02-01"), "end-date": date("2007-09-01") } ] }
+{ "id": 10469980, "id-copy": 10469980, "alias": "Rosalynne", "name": "RosalynneZalack", "user-since": datetime("2012-03-07T10:12:20.000"), "user-since-copy": datetime("2012-03-07T10:12:20.000"), "friend-ids": {{ 46118617, 27264184, 8045697, 30832992, 47861079, 24266748, 10689886, 14799850, 1178687, 39540720, 17568852, 24394222, 10078451, 4748570, 47808632, 35277954, 8802885, 13747535, 22203533, 42065169, 19096770, 14087466, 45753492 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2006-04-15"), "end-date": date("2010-07-14") } ] }
+{ "id": 10486213, "id-copy": 10486213, "alias": "Modesto", "name": "ModestoCox", "user-since": datetime("2006-02-07T05:43:24.000"), "user-since-copy": datetime("2006-02-07T05:43:24.000"), "friend-ids": {{ 42665859, 12929499, 5618502, 24287766, 38722882, 5162913, 2978226, 37521984, 43144325, 3313029, 17680751, 726799 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2007-08-12") } ] }
+{ "id": 10487029, "id-copy": 10487029, "alias": "Fredericka", "name": "FrederickaShea", "user-since": datetime("2011-04-07T06:12:40.000"), "user-since-copy": datetime("2011-04-07T06:12:40.000"), "friend-ids": {{ 45223639, 1019151, 30626857, 10247171, 36952244, 36646177, 2396690, 26604216, 19215860, 20900949, 14160764 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2012-01-08") } ] }
+{ "id": 10495420, "id-copy": 10495420, "alias": "Wendy", "name": "WendyMcloskey", "user-since": datetime("2011-04-26T23:38:24.000"), "user-since-copy": datetime("2011-04-26T23:38:24.000"), "friend-ids": {{ 16762653, 46262691, 12313140, 20481262, 347993, 23105127, 1680519, 20880265, 45611347, 21907223, 46615281, 17188244, 44019800, 46943250, 28647738, 16792673, 29406270, 42714079 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2008-08-27") } ] }
+{ "id": 10498285, "id-copy": 10498285, "alias": "Kiley", "name": "KileyBridger", "user-since": datetime("2006-05-14T21:55:34.000"), "user-since-copy": datetime("2006-05-14T21:55:34.000"), "friend-ids": {{ 38780484, 46190003, 905670, 35609390, 46621151, 5099226, 24328595, 16340411, 13326485, 13872400, 35896828, 9196151, 8525875, 7461206, 28379538, 46461267, 45270205, 35718577, 5310596, 7080391 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2009-11-11"), "end-date": date("2009-06-23") } ] }
+{ "id": 10504084, "id-copy": 10504084, "alias": "Etsuko", "name": "EtsukoDealtry", "user-since": datetime("2012-05-11T00:35:22.000"), "user-since-copy": datetime("2012-05-11T00:35:22.000"), "friend-ids": {{ 27578969, 40308832, 15379566, 8664135, 21276773, 43659426, 28027401, 23264043, 23981731, 19124540, 36281456, 38766688, 37886842, 20522702, 28559857, 9838362, 30409517, 14237008, 41013610, 41586760, 37285778, 29427060, 45678692, 32255048 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-10-12"), "end-date": date("2011-12-04") } ] }
+{ "id": 10513507, "id-copy": 10513507, "alias": "Jasmin", "name": "JasminHatfield", "user-since": datetime("2009-06-25T22:45:16.000"), "user-since-copy": datetime("2009-06-25T22:45:16.000"), "friend-ids": {{ 31323261 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-05-12"), "end-date": date("2003-05-07") } ] }
+{ "id": 10515721, "id-copy": 10515721, "alias": "Mariano", "name": "MarianoTrout", "user-since": datetime("2007-08-27T09:33:28.000"), "user-since-copy": datetime("2007-08-27T09:33:28.000"), "friend-ids": {{ 18516004, 4847094, 31548989, 28302698, 18308169, 15068883, 33358074, 19739053, 34017693 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2004-10-18") } ] }
+{ "id": 10533343, "id-copy": 10533343, "alias": "Gwendolen", "name": "GwendolenHanseu", "user-since": datetime("2007-02-04T19:56:51.000"), "user-since-copy": datetime("2007-02-04T19:56:51.000"), "friend-ids": {{ 25281794, 21814505, 11684475, 5599252, 17261378, 11061422, 27392332, 47872606, 39198697, 17314413, 4034634, 42776559, 43885593, 24835625, 18150148, 4946129, 9288372, 5675162, 34976580 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2010-07-10") } ] }
+{ "id": 10540441, "id-copy": 10540441, "alias": "Albert", "name": "AlbertBasinger", "user-since": datetime("2007-05-12T06:03:38.000"), "user-since-copy": datetime("2007-05-12T06:03:38.000"), "friend-ids": {{ 36392592, 35815177, 22050314, 45279196, 15405747, 33802667, 44081359, 2027267, 47159697, 20007080 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2002-10-04"), "end-date": date("2005-08-17") } ] }
+{ "id": 10552405, "id-copy": 10552405, "alias": "Les", "name": "LesBarth", "user-since": datetime("2008-04-02T11:02:37.000"), "user-since-copy": datetime("2008-04-02T11:02:37.000"), "friend-ids": {{ 33645432, 43039707 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2000-09-18") } ] }
+{ "id": 10563310, "id-copy": 10563310, "alias": "Justina", "name": "JustinaHall", "user-since": datetime("2010-08-24T08:57:45.000"), "user-since-copy": datetime("2010-08-24T08:57:45.000"), "friend-ids": {{ 42796179, 25994871, 35439919, 28722419, 7189994, 41505357, 35095639, 14693797, 36519323, 32598167, 6323551, 14565174, 35997662, 9705559, 3996730 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2011-02-20"), "end-date": date("2011-05-05") } ] }
+{ "id": 10573795, "id-copy": 10573795, "alias": "Neil", "name": "NeilMilne", "user-since": datetime("2005-11-15T02:57:46.000"), "user-since-copy": datetime("2005-11-15T02:57:46.000"), "friend-ids": {{ 33469327, 4261514, 43412669, 17289131, 27535421, 15267017, 14005060 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2001-11-13"), "end-date": date("2001-10-28") } ] }
+{ "id": 10636498, "id-copy": 10636498, "alias": "Grahame", "name": "GrahameLeslie", "user-since": datetime("2006-01-17T16:17:07.000"), "user-since-copy": datetime("2006-01-17T16:17:07.000"), "friend-ids": {{ 3924169, 14543253, 19830425, 34696361, 26630699, 47664771 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2004-03-25") } ] }
+{ "id": 10642153, "id-copy": 10642153, "alias": "Wally", "name": "WallyRiggle", "user-since": datetime("2011-10-10T21:43:33.000"), "user-since-copy": datetime("2011-10-10T21:43:33.000"), "friend-ids": {{ 32910135, 45556839, 6526394, 13177451, 10588491, 40270322, 17438379, 21204776, 46036116, 44249789, 7375979, 43487252, 24858016, 3947997 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-10-10") } ] }
+{ "id": 10650265, "id-copy": 10650265, "alias": "Kristia", "name": "KristiaCowart", "user-since": datetime("2005-09-27T20:13:12.000"), "user-since-copy": datetime("2005-09-27T20:13:12.000"), "friend-ids": {{ 41553475, 45442923, 20846576, 6432869, 40830841 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2006-05-05") } ] }
+{ "id": 10659022, "id-copy": 10659022, "alias": "Cecelia", "name": "CeceliaHandyside", "user-since": datetime("2007-02-22T12:42:30.000"), "user-since-copy": datetime("2007-02-22T12:42:30.000"), "friend-ids": {{ 9051, 38746030, 6178049, 22068473, 25755202, 11577837, 28994476 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2004-07-09"), "end-date": date("2009-10-14") } ] }
+{ "id": 10668283, "id-copy": 10668283, "alias": "Dorian", "name": "DorianTomlinson", "user-since": datetime("2008-06-22T00:01:46.000"), "user-since-copy": datetime("2008-06-22T00:01:46.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Lexitechno", "start-date": date("2004-12-17") } ] }
+{ "id": 10674199, "id-copy": 10674199, "alias": "Dorothy", "name": "DorothyPritchard", "user-since": datetime("2007-09-19T04:32:05.000"), "user-since-copy": datetime("2007-09-19T04:32:05.000"), "friend-ids": {{ 11239155, 14468542, 8244419, 30563447, 2235193, 33015958, 11941749, 22198664, 41531114, 11614864, 43486312, 11394784, 46038310, 8248070, 12346192 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2000-10-03") } ] }
+{ "id": 10686646, "id-copy": 10686646, "alias": "Deborah", "name": "DeborahRosenstiehl", "user-since": datetime("2012-06-18T16:51:32.000"), "user-since-copy": datetime("2012-06-18T16:51:32.000"), "friend-ids": {{ 34005621, 6910583, 11226890, 1333457, 13615971, 15332838, 30484423, 38261521, 39526604, 12093262, 15397660, 29644860, 36715060, 16753181 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2005-07-01"), "end-date": date("2007-10-22") } ] }
+{ "id": 10703185, "id-copy": 10703185, "alias": "Sabina", "name": "SabinaHall", "user-since": datetime("2012-05-18T20:37:33.000"), "user-since-copy": datetime("2012-05-18T20:37:33.000"), "friend-ids": {{ 432154, 6472603, 35649237, 46598578, 35486135, 44354453 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2002-11-04"), "end-date": date("2011-10-12") } ] }
+{ "id": 10710526, "id-copy": 10710526, "alias": "Heike", "name": "HeikeReed", "user-since": datetime("2009-08-15T19:20:30.000"), "user-since-copy": datetime("2009-08-15T19:20:30.000"), "friend-ids": {{ 36253853, 35694929, 43324582, 24829816 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2011-02-12"), "end-date": date("2011-01-22") } ] }
+{ "id": 10734148, "id-copy": 10734148, "alias": "Allannah", "name": "AllannahHoffhants", "user-since": datetime("2005-11-18T00:54:25.000"), "user-since-copy": datetime("2005-11-18T00:54:25.000"), "friend-ids": {{ 26897353, 13343289, 1991130, 39024681, 21839148, 38693973, 19132058, 17589948, 13367008, 30389658, 21757614, 45618415, 23559236, 35669455, 22088928, 2531202, 120534, 867017, 8590987, 25956219, 21819960, 41918122, 31042839, 15019901 }}, "employment": [ { "organization-name": "Ranhotfan", "start-date": date("2004-10-25") } ] }
+{ "id": 10738096, "id-copy": 10738096, "alias": "Dori", "name": "DoriAlcocke", "user-since": datetime("2010-05-21T04:59:08.000"), "user-since-copy": datetime("2010-05-21T04:59:08.000"), "friend-ids": {{ 44039507, 40951102, 39132038, 31982600, 46848423, 43375356, 6188106, 3044041, 38421537, 18640387, 21639042, 11192576, 15659477, 360828, 26875197, 19433881 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2008-02-19"), "end-date": date("2011-03-24") } ] }
+{ "id": 10765090, "id-copy": 10765090, "alias": "Louiza", "name": "LouizaMcelroy", "user-since": datetime("2012-08-14T02:46:00.000"), "user-since-copy": datetime("2012-08-14T02:46:00.000"), "friend-ids": {{ 14365973, 9091111, 44279279, 45125689, 29955385, 23874606, 18142514, 24878700, 13928633, 47391704, 29729670, 35422059, 987030, 3200788, 7640346, 32947024, 32550247, 25746061, 34112521, 41193622, 2620213, 30090329, 5531715 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2002-06-16"), "end-date": date("2003-05-13") } ] }
+{ "id": 10768810, "id-copy": 10768810, "alias": "Gaston", "name": "GastonBender", "user-since": datetime("2008-05-24T17:27:14.000"), "user-since-copy": datetime("2008-05-24T17:27:14.000"), "friend-ids": {{ 29652235, 40180625, 34608178, 43814186, 9682855, 24692412, 33119254, 20480079, 35147289, 24629496, 1449575 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2010-04-06") } ] }
+{ "id": 10771030, "id-copy": 10771030, "alias": "Jen", "name": "JenZaun", "user-since": datetime("2006-12-02T14:42:43.000"), "user-since-copy": datetime("2006-12-02T14:42:43.000"), "friend-ids": {{ 38166077 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2003-12-01"), "end-date": date("2010-04-12") } ] }
+{ "id": 10772929, "id-copy": 10772929, "alias": "Hugh", "name": "HughTrout", "user-since": datetime("2008-01-24T03:16:55.000"), "user-since-copy": datetime("2008-01-24T03:16:55.000"), "friend-ids": {{ 39704817, 19656412, 37084896, 5219803, 23455492, 14248249, 26973609, 4607440, 25844255, 3032226, 45432192, 47011338, 41460367, 28779211, 31780563, 31808543, 29732190, 1264228, 7989711, 38397890, 7638694, 3002993, 8960147, 46258407 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2010-08-02"), "end-date": date("2010-05-08") } ] }
+{ "id": 10779373, "id-copy": 10779373, "alias": "Donya", "name": "DonyaWegley", "user-since": datetime("2012-03-28T01:26:06.000"), "user-since-copy": datetime("2012-03-28T01:26:06.000"), "friend-ids": {{ 24977052, 19856115, 36795249, 7875698, 23317261, 5916235, 17789989, 41932923 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2008-10-18") } ] }
+{ "id": 10786438, "id-copy": 10786438, "alias": "Sherika", "name": "SherikaShick", "user-since": datetime("2005-05-18T21:46:18.000"), "user-since-copy": datetime("2005-05-18T21:46:18.000"), "friend-ids": {{ 11188876, 12936787, 43459190, 40396919, 7166644, 20299758 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2002-06-09") } ] }
+{ "id": 10794448, "id-copy": 10794448, "alias": "Delmar", "name": "DelmarDowning", "user-since": datetime("2012-03-10T23:41:49.000"), "user-since-copy": datetime("2012-03-10T23:41:49.000"), "friend-ids": {{ 34002211, 41487, 45067426, 9754093, 23041928, 41378740, 4013550, 11584362, 46202858, 43273004, 35465505 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2005-09-12") } ] }
+{ "id": 10795960, "id-copy": 10795960, "alias": "Hallam", "name": "HallamBousum", "user-since": datetime("2010-04-23T14:02:10.000"), "user-since-copy": datetime("2010-04-23T14:02:10.000"), "friend-ids": {{ 23447883, 39605256, 41998325 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2007-04-18") } ] }
+{ "id": 10797166, "id-copy": 10797166, "alias": "Alethea", "name": "AletheaMills", "user-since": datetime("2011-01-10T03:06:16.000"), "user-since-copy": datetime("2011-01-10T03:06:16.000"), "friend-ids": {{ 25077851, 2396037, 25762626, 31358162, 41492027, 31211140, 38478662, 9688210, 16865534, 4209161, 19863828, 23760993, 36041139, 46184667 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2004-05-04") } ] }
+{ "id": 10803184, "id-copy": 10803184, "alias": "Daria", "name": "DariaPyle", "user-since": datetime("2010-11-22T05:29:27.000"), "user-since-copy": datetime("2010-11-22T05:29:27.000"), "friend-ids": {{ 26747755, 39431389, 24370112, 37832812, 20626868, 30614988, 38041392, 31908762, 47561829, 45121087, 24496373, 32944554, 16470795, 11915899, 29900938, 4003497, 38829225, 36390033, 36474051 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2009-10-03") } ] }
+{ "id": 10808284, "id-copy": 10808284, "alias": "Natalie", "name": "NatalieJewell", "user-since": datetime("2007-04-15T14:17:38.000"), "user-since-copy": datetime("2007-04-15T14:17:38.000"), "friend-ids": {{ 20839191, 18422391, 2571767, 39525211, 38867255, 13491856 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2005-09-10"), "end-date": date("2011-01-20") } ] }
+{ "id": 10809730, "id-copy": 10809730, "alias": "Algar", "name": "AlgarZaun", "user-since": datetime("2008-08-14T06:37:59.000"), "user-since-copy": datetime("2008-08-14T06:37:59.000"), "friend-ids": {{ 12676185, 26087426, 42241358, 47854149, 22179884, 34701736, 35541344, 46257087, 35091522, 10779069 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2010-09-13") } ] }
+{ "id": 10827610, "id-copy": 10827610, "alias": "Madelina", "name": "MadelinaCamp", "user-since": datetime("2010-06-08T13:22:59.000"), "user-since-copy": datetime("2010-06-08T13:22:59.000"), "friend-ids": {{ 35445385, 15924939, 7897517, 15573537, 7234891, 46098859, 877311, 40923818, 45519215, 27332107, 1693386, 21101894, 35225 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2002-10-04") } ] }
+{ "id": 10834579, "id-copy": 10834579, "alias": "Penni", "name": "PenniBlunt", "user-since": datetime("2010-05-20T20:29:16.000"), "user-since-copy": datetime("2010-05-20T20:29:16.000"), "friend-ids": {{ 25926886, 10263270, 4098530, 40765625, 16591278 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2003-03-22") } ] }
+{ "id": 10856059, "id-copy": 10856059, "alias": "Leland", "name": "LelandMcdonald", "user-since": datetime("2006-09-26T03:35:07.000"), "user-since-copy": datetime("2006-09-26T03:35:07.000"), "friend-ids": {{ 29735881, 7080599, 14172811, 24274797, 5773081, 2653240, 18151967, 34988676, 6599030, 46463015, 23254278, 37618443, 32396573 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2004-01-17") } ] }
+{ "id": 10858339, "id-copy": 10858339, "alias": "Eugenio", "name": "EugenioLangston", "user-since": datetime("2006-06-14T22:24:18.000"), "user-since-copy": datetime("2006-06-14T22:24:18.000"), "friend-ids": {{ 18107191, 19162062, 26048227, 16199255, 32644324, 3917262, 38994370, 36221435, 34919041 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2011-02-03") } ] }
+{ "id": 10858909, "id-copy": 10858909, "alias": "Kiley", "name": "KileyCoates", "user-since": datetime("2011-02-03T03:12:41.000"), "user-since-copy": datetime("2011-02-03T03:12:41.000"), "friend-ids": {{ 47990206, 29775839, 33872749, 38952297, 38802567, 38822660, 12420330, 18852873, 30468156, 29085185, 2660660, 28283210, 6711584, 35851765, 31124383, 39930865, 18329720 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2006-09-22") } ] }
+{ "id": 10860286, "id-copy": 10860286, "alias": "Albert", "name": "AlbertMills", "user-since": datetime("2005-01-04T04:39:49.000"), "user-since-copy": datetime("2005-01-04T04:39:49.000"), "friend-ids": {{ 45171802, 36246654, 30029601, 40155304, 4876814, 275363, 46427463, 5698619, 34383185, 47844520, 45026162, 33852471, 36744791, 40565586, 47142152, 42828565 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2012-02-20"), "end-date": date("2012-03-21") } ] }
+{ "id": 10865788, "id-copy": 10865788, "alias": "Ebba", "name": "EbbaSwartzbaugh", "user-since": datetime("2007-08-18T11:38:20.000"), "user-since-copy": datetime("2007-08-18T11:38:20.000"), "friend-ids": {{ 12850265, 19824056, 2754383, 43333892, 9287993, 14972999, 3729396, 20735424 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2001-10-07"), "end-date": date("2004-07-17") } ] }
+{ "id": 10888777, "id-copy": 10888777, "alias": "Bevis", "name": "BevisStall", "user-since": datetime("2007-04-05T02:35:27.000"), "user-since-copy": datetime("2007-04-05T02:35:27.000"), "friend-ids": {{ 1924847, 33036971, 5163765, 37816368, 15975671, 11388174, 38485519, 43186487, 30402693, 34350975, 24348537, 34349089, 22680019, 30625064, 23751465, 9072515, 15915109 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2005-03-11") } ] }
+{ "id": 10899544, "id-copy": 10899544, "alias": "Valentine", "name": "ValentineFisher", "user-since": datetime("2008-07-04T14:36:11.000"), "user-since-copy": datetime("2008-07-04T14:36:11.000"), "friend-ids": {{ 26471524, 781270, 17136010, 12943313, 42125653, 40372131 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2008-09-02"), "end-date": date("2008-01-21") } ] }
+{ "id": 10901332, "id-copy": 10901332, "alias": "Caelie", "name": "CaelieShafer", "user-since": datetime("2011-09-24T05:08:05.000"), "user-since-copy": datetime("2011-09-24T05:08:05.000"), "friend-ids": {{ 40761096, 31796928, 1066172, 21271172, 41179382, 46260705, 9287042, 37605846, 18083603, 23469027, 45497916, 10102434, 724885, 31794816, 44125905, 46373183, 28321712 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2012-07-04") } ] }
+{ "id": 10905802, "id-copy": 10905802, "alias": "Jamika", "name": "JamikaJowers", "user-since": datetime("2007-05-24T01:31:04.000"), "user-since-copy": datetime("2007-05-24T01:31:04.000"), "friend-ids": {{ 16476991, 9041491, 10867973, 18057276, 13716912, 184635, 47717267, 37995364 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-08-20") } ] }
+{ "id": 10930153, "id-copy": 10930153, "alias": "Liliana", "name": "LilianaGoodman", "user-since": datetime("2009-06-22T20:57:17.000"), "user-since-copy": datetime("2009-06-22T20:57:17.000"), "friend-ids": {{ 4302195, 1569986, 5108357, 40772631, 30372008, 36454077, 26878227, 10958250, 46069776, 4779188, 46627230, 47074148, 25489453, 24956443, 31679399, 21835639, 42097220, 35662047, 6354581, 34282348, 13473927 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2008-10-25") } ] }
+{ "id": 10937395, "id-copy": 10937395, "alias": "Madlyn", "name": "MadlynRader", "user-since": datetime("2010-11-11T02:19:12.000"), "user-since-copy": datetime("2010-11-11T02:19:12.000"), "friend-ids": {{ 8750346, 40237703, 11127018, 23810876, 33862918, 8179642 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2011-03-12"), "end-date": date("2011-12-06") } ] }
+{ "id": 10938328, "id-copy": 10938328, "alias": "Tyrese", "name": "TyreseStainforth", "user-since": datetime("2011-03-03T04:21:04.000"), "user-since-copy": datetime("2011-03-03T04:21:04.000"), "friend-ids": {{ 33557445, 27981614, 25595450, 31820772, 42028444, 31389097, 16332592, 3555278, 45113070, 5198333 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2000-06-04") } ] }
+{ "id": 10953628, "id-copy": 10953628, "alias": "Clement", "name": "ClementHoenshell", "user-since": datetime("2009-01-24T03:52:54.000"), "user-since-copy": datetime("2009-01-24T03:52:54.000"), "friend-ids": {{ 24684431, 16961296, 13566818 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2011-05-07") } ] }
+{ "id": 10957867, "id-copy": 10957867, "alias": "Zach", "name": "ZachOppenheimer", "user-since": datetime("2012-01-01T14:40:11.000"), "user-since-copy": datetime("2012-01-01T14:40:11.000"), "friend-ids": {{ 27759480, 2112389, 8560433, 10052851, 37714587, 16717012, 36648956, 44803993, 36030695, 5359496, 32302980, 27143894, 19287706 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-05-14"), "end-date": date("2004-02-23") } ] }
+{ "id": 10967254, "id-copy": 10967254, "alias": "Andre", "name": "AndreCowper", "user-since": datetime("2011-12-21T20:22:47.000"), "user-since-copy": datetime("2011-12-21T20:22:47.000"), "friend-ids": {{ 23645341, 16267661, 7660549, 24716202, 20945538, 10125828, 1712260, 5309070, 16802418, 18273953, 12670834 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2003-12-25"), "end-date": date("2004-04-09") } ] }
+{ "id": 10970950, "id-copy": 10970950, "alias": "Shana", "name": "ShanaRose", "user-since": datetime("2008-09-17T10:03:01.000"), "user-since-copy": datetime("2008-09-17T10:03:01.000"), "friend-ids": {{ 21025589, 17977659, 39920039, 44311386, 2634251 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2006-09-17") } ] }
+{ "id": 10985830, "id-copy": 10985830, "alias": "Spencer", "name": "SpencerWilo", "user-since": datetime("2010-03-02T07:41:59.000"), "user-since-copy": datetime("2010-03-02T07:41:59.000"), "friend-ids": {{ 5766878, 20551454, 27297902, 44757901, 7660518, 28072828, 6387548, 6276027, 40692560, 36168648, 24514885, 40791549, 15536640, 23757967, 19875372 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2004-04-14"), "end-date": date("2009-02-17") } ] }
+{ "id": 11012734, "id-copy": 11012734, "alias": "Jordan", "name": "JordanSadley", "user-since": datetime("2011-02-26T18:40:19.000"), "user-since-copy": datetime("2011-02-26T18:40:19.000"), "friend-ids": {{ 37319587, 37212468, 3023956, 43125609 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2007-07-03"), "end-date": date("2011-01-25") } ] }
+{ "id": 11049274, "id-copy": 11049274, "alias": "Fitz", "name": "FitzBeail", "user-since": datetime("2012-08-10T03:25:57.000"), "user-since-copy": datetime("2012-08-10T03:25:57.000"), "friend-ids": {{ 39403330, 13441324, 723509, 34025727, 23266816, 33898717, 11053310, 14582395, 38435153, 45855468, 45712821 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2004-02-16"), "end-date": date("2007-01-07") } ] }
+{ "id": 11061631, "id-copy": 11061631, "alias": "Maxene", "name": "MaxeneKellogg", "user-since": datetime("2005-11-13T01:09:31.000"), "user-since-copy": datetime("2005-11-13T01:09:31.000"), "friend-ids": {{ 31578394, 39466620, 35741359, 14244925, 3000582, 39031643, 5008430, 18315325, 30440631, 37868108, 12014032, 32314102, 42887702, 1853960, 28022174, 2024670, 38864358, 42073112, 16259942, 34693959, 25315399, 37475597, 33599283 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2008-05-13") } ] }
+{ "id": 11064301, "id-copy": 11064301, "alias": "Dave", "name": "DaveNicholas", "user-since": datetime("2007-01-09T09:19:57.000"), "user-since-copy": datetime("2007-01-09T09:19:57.000"), "friend-ids": {{ 19136340, 40809808, 18774928, 405329, 27436466, 35586548, 16671212, 44582715, 47932437, 22599645, 26281489, 39246487, 39088455, 43696576, 28175190 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2005-02-04") } ] }
+{ "id": 11109553, "id-copy": 11109553, "alias": "Walker", "name": "WalkerDrennan", "user-since": datetime("2007-05-03T02:10:46.000"), "user-since-copy": datetime("2007-05-03T02:10:46.000"), "friend-ids": {{ 38288636, 35385410, 24803705, 31461936, 34309407 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2010-05-20") } ] }
+{ "id": 11129635, "id-copy": 11129635, "alias": "Porter", "name": "PorterRohtin", "user-since": datetime("2005-08-07T05:18:16.000"), "user-since-copy": datetime("2005-08-07T05:18:16.000"), "friend-ids": {{ 15192554, 37509296, 35638203, 5517199, 3781940, 43497242, 28477558, 4325184, 34919156, 18037278, 36486191, 13966437, 16629611, 40623060 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2005-07-13") } ] }
+{ "id": 11140213, "id-copy": 11140213, "alias": "Montgomery", "name": "MontgomeryWhittier", "user-since": datetime("2007-06-19T17:46:13.000"), "user-since-copy": datetime("2007-06-19T17:46:13.000"), "friend-ids": {{ 32831460, 6030454, 30437362, 21866470, 17388602, 40815157, 20000967, 47555494, 5818137, 40634742, 21692148, 2365521, 33290069, 46471164, 9192561, 35768343, 7552168, 3577338, 5346012, 31129868 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2008-02-24") } ] }
+{ "id": 11162920, "id-copy": 11162920, "alias": "Michael", "name": "MichaelJohns", "user-since": datetime("2007-12-21T06:52:31.000"), "user-since-copy": datetime("2007-12-21T06:52:31.000"), "friend-ids": {{ 47587192, 5639113, 24042062, 26141562, 4128346, 25702038, 16421361, 44444678, 30940270, 16928219, 27816662, 37884076, 40854508, 21061894, 42850960, 42453718, 2763269, 16035171, 47650572, 26811622 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2003-02-24") } ] }
+{ "id": 11195221, "id-copy": 11195221, "alias": "Clement", "name": "ClementBriner", "user-since": datetime("2006-12-27T02:29:02.000"), "user-since-copy": datetime("2006-12-27T02:29:02.000"), "friend-ids": {{ 33023290 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2000-06-05") } ] }
+{ "id": 11203174, "id-copy": 11203174, "alias": "Lise", "name": "LiseRockwell", "user-since": datetime("2005-04-21T02:17:33.000"), "user-since-copy": datetime("2005-04-21T02:17:33.000"), "friend-ids": {{ 25322984, 687106, 15193641, 24397137, 34772763, 24725595, 30853266, 14933558, 36895249, 39451299, 2620397, 44594032, 3455415, 39921033, 21621070, 800967 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2006-01-13"), "end-date": date("2008-07-23") } ] }
+{ "id": 11221033, "id-copy": 11221033, "alias": "Vernon", "name": "VernonLear", "user-since": datetime("2006-04-19T13:02:26.000"), "user-since-copy": datetime("2006-04-19T13:02:26.000"), "friend-ids": {{ 45628776, 31762296, 22963223, 10079920, 20931037, 41768759, 25910794, 41882156, 36691498, 1652094, 25804751, 35757270, 40057670, 37961622, 7430384, 1498630, 7636920, 17109852, 12569850, 47366298, 22902730, 5889994, 21003934, 1929823 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2000-04-18") } ] }
+{ "id": 11223157, "id-copy": 11223157, "alias": "Lavina", "name": "LavinaPeters", "user-since": datetime("2007-11-08T11:13:48.000"), "user-since-copy": datetime("2007-11-08T11:13:48.000"), "friend-ids": {{ 45286302 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-01-13") } ] }
+{ "id": 11259028, "id-copy": 11259028, "alias": "Linsay", "name": "LinsayBranson", "user-since": datetime("2011-04-28T08:49:14.000"), "user-since-copy": datetime("2011-04-28T08:49:14.000"), "friend-ids": {{ 24222662, 814967, 16722114, 24161306, 31611, 2964110, 4912379 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2006-05-18"), "end-date": date("2006-12-16") } ] }
+{ "id": 11273239, "id-copy": 11273239, "alias": "Alanis", "name": "AlanisNeely", "user-since": datetime("2009-04-11T16:49:56.000"), "user-since-copy": datetime("2009-04-11T16:49:56.000"), "friend-ids": {{ 16788046, 3222185, 46272663, 16782006, 29597609, 9709951, 37694695, 39662749, 18430270, 38598018, 40033174, 34984089, 8435528, 2669100, 18469173, 25201258, 29975180, 16379939, 24603, 2573554, 16344157, 16880724, 2437581 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2001-10-01"), "end-date": date("2006-08-24") } ] }
+{ "id": 11280553, "id-copy": 11280553, "alias": "Wendy", "name": "WendyClarke", "user-since": datetime("2009-08-28T16:53:37.000"), "user-since-copy": datetime("2009-08-28T16:53:37.000"), "friend-ids": {{ 10802559, 42649709, 8824750, 19241403, 43339000, 23865070, 9842110, 7051904, 39440876, 16961992 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2004-11-15"), "end-date": date("2005-01-15") } ] }
+{ "id": 11287327, "id-copy": 11287327, "alias": "Vito", "name": "VitoMoffat", "user-since": datetime("2008-02-08T03:16:42.000"), "user-since-copy": datetime("2008-02-08T03:16:42.000"), "friend-ids": {{ 36850894, 16346016, 4072987, 36112362, 13277841, 24976604, 20216096, 36253616, 13624540, 39256929, 8411929, 13545093, 27563972, 4306316, 9819682, 21998450, 16647991, 1987261 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2001-07-08"), "end-date": date("2005-04-23") } ] }
+{ "id": 11290987, "id-copy": 11290987, "alias": "Ilana", "name": "IlanaTedrow", "user-since": datetime("2009-03-03T00:10:34.000"), "user-since-copy": datetime("2009-03-03T00:10:34.000"), "friend-ids": {{ 20902982, 27972021, 22354642, 32382609, 18711912, 17070293 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2005-11-28"), "end-date": date("2009-09-17") } ] }
+{ "id": 11293477, "id-copy": 11293477, "alias": "Tamzen", "name": "TamzenWheeler", "user-since": datetime("2006-02-25T23:55:58.000"), "user-since-copy": datetime("2006-02-25T23:55:58.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2002-05-19"), "end-date": date("2011-03-06") } ] }
+{ "id": 11297359, "id-copy": 11297359, "alias": "Perry", "name": "PerryLowe", "user-since": datetime("2005-12-28T02:16:57.000"), "user-since-copy": datetime("2005-12-28T02:16:57.000"), "friend-ids": {{ 33439767 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2007-08-11"), "end-date": date("2009-05-16") } ] }
+{ "id": 11307946, "id-copy": 11307946, "alias": "Helga", "name": "HelgaStough", "user-since": datetime("2007-01-12T21:50:11.000"), "user-since-copy": datetime("2007-01-12T21:50:11.000"), "friend-ids": {{ 22768365 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2007-01-04"), "end-date": date("2009-06-25") } ] }
+{ "id": 11318098, "id-copy": 11318098, "alias": "Lucilla", "name": "LucillaSteele", "user-since": datetime("2006-05-02T12:10:51.000"), "user-since-copy": datetime("2006-05-02T12:10:51.000"), "friend-ids": {{ 43202249, 11116520, 19404968, 23494384, 41664359, 2459832, 21895811, 29849475, 32963400, 24381723, 46790616, 10343240, 43849340, 16769526, 26104853 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2009-10-09") } ] }
+{ "id": 11318329, "id-copy": 11318329, "alias": "April", "name": "AprilSurrency", "user-since": datetime("2008-09-02T21:07:03.000"), "user-since-copy": datetime("2008-09-02T21:07:03.000"), "friend-ids": {{ 8646916, 27873471, 41336682, 42549624, 39851926, 29548550, 31209458, 40169445, 27695329, 20395537, 10311481, 47078664, 32368262, 6850643, 26890752 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2009-12-11") } ] }
+{ "id": 11327731, "id-copy": 11327731, "alias": "Duncan", "name": "DuncanPennington", "user-since": datetime("2007-09-08T05:38:28.000"), "user-since-copy": datetime("2007-09-08T05:38:28.000"), "friend-ids": {{ 7591038, 8046115, 16606742, 39494564, 32760725, 39036737, 9937167, 38968828, 32536611 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2003-12-06") } ] }
+{ "id": 11330215, "id-copy": 11330215, "alias": "Tilly", "name": "TillyMckinnon", "user-since": datetime("2011-04-13T10:13:13.000"), "user-since-copy": datetime("2011-04-13T10:13:13.000"), "friend-ids": {{ 5559510, 31907101, 45791333, 35002065, 1302921, 37193818, 32812039, 41322357, 20631502 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2001-03-22"), "end-date": date("2008-08-22") } ] }
+{ "id": 11333794, "id-copy": 11333794, "alias": "Yung", "name": "YungNash", "user-since": datetime("2010-06-08T17:32:35.000"), "user-since-copy": datetime("2010-06-08T17:32:35.000"), "friend-ids": {{ 11329358, 14452899, 15459758, 31785934, 15405998, 17431717, 36883854, 1230831, 17690420, 45243495, 31580409, 15264731, 10067263, 20381783, 41240146, 2883831, 29492394, 38409147, 35853447, 26151247 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2002-06-24"), "end-date": date("2010-03-23") } ] }
+{ "id": 11348449, "id-copy": 11348449, "alias": "Domitila", "name": "DomitilaPolson", "user-since": datetime("2009-09-24T21:31:17.000"), "user-since-copy": datetime("2009-09-24T21:31:17.000"), "friend-ids": {{ 46755392, 24913792, 47792230, 2451253, 10548653, 3083052, 20700516, 15133622, 17284439, 40871072, 6444103, 44749243, 45289097, 19631062, 8873017, 6262067, 4742977, 672148, 19303779 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2005-06-03") } ] }
+{ "id": 11355979, "id-copy": 11355979, "alias": "Sal", "name": "SalChapman", "user-since": datetime("2012-07-23T17:03:04.000"), "user-since-copy": datetime("2012-07-23T17:03:04.000"), "friend-ids": {{ 4959799, 33919735, 33624568, 9885012, 16788595, 39510500, 34856818, 22167281, 44317359, 45181449, 43901851, 42402339, 9573000, 16655168 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2006-12-10") } ] }
+{ "id": 11364871, "id-copy": 11364871, "alias": "Darrell", "name": "DarrellTaggart", "user-since": datetime("2007-02-14T07:06:21.000"), "user-since-copy": datetime("2007-02-14T07:06:21.000"), "friend-ids": {{ 42942141, 33727432, 32050372, 39330410, 38031970, 18321427, 4533038, 45054607, 34474798, 29859123, 17215101, 24811589, 12250229, 4712867, 23411515, 10287620, 37707941 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2006-11-26"), "end-date": date("2007-02-18") } ] }
+{ "id": 11366056, "id-copy": 11366056, "alias": "Devin", "name": "DevinUlery", "user-since": datetime("2011-05-03T13:27:51.000"), "user-since-copy": datetime("2011-05-03T13:27:51.000"), "friend-ids": {{ 25443767, 42385070, 31515075, 31340661, 25371541, 34378389, 40381786, 23698797, 40141450, 12814851, 41414503, 39733660, 27910438, 44106204, 18806338, 37909692, 12502759, 4270087, 5110443, 14347603, 19313129, 8826229 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2001-12-15") } ] }
+{ "id": 11370337, "id-copy": 11370337, "alias": "Devin", "name": "DevinWatson", "user-since": datetime("2009-07-19T11:47:07.000"), "user-since-copy": datetime("2009-07-19T11:47:07.000"), "friend-ids": {{ 25117468, 31957773, 46217915, 26169035, 34203342, 32134285, 10572760, 10974016, 33771064, 4177645, 4910095, 18301833, 15264956, 5806057, 37899843, 35459189, 4391801, 34940818 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2008-06-19") } ] }
+{ "id": 11390830, "id-copy": 11390830, "alias": "Luciano", "name": "LucianoHooker", "user-since": datetime("2006-08-16T08:17:56.000"), "user-since-copy": datetime("2006-08-16T08:17:56.000"), "friend-ids": {{ 42206490, 5533465, 32480435, 18058343 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2004-02-19") } ] }
+{ "id": 11400016, "id-copy": 11400016, "alias": "Beaumont", "name": "BeaumontMiller", "user-since": datetime("2008-05-12T07:13:22.000"), "user-since-copy": datetime("2008-05-12T07:13:22.000"), "friend-ids": {{ 41935126, 36767417, 10582797, 47501456, 43527117, 2821865, 27905409, 13531461, 16278289, 9565333, 15686197, 15195167, 29350985, 8804024, 31606110, 44124513, 15106563, 26509959, 47480296, 13623445, 17378703, 33568332, 19922072, 12746355 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2002-03-04") } ] }
+{ "id": 11416066, "id-copy": 11416066, "alias": "Janna", "name": "JannaBowchiew", "user-since": datetime("2010-12-06T10:53:56.000"), "user-since-copy": datetime("2010-12-06T10:53:56.000"), "friend-ids": {{ 43816151, 22032304, 27239988, 23813127, 34936097, 8817657, 39872787, 27628236, 38333824, 40879066 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-04-19"), "end-date": date("2008-01-09") } ] }
+{ "id": 11417764, "id-copy": 11417764, "alias": "Maren", "name": "MarenDickson", "user-since": datetime("2006-07-20T06:36:52.000"), "user-since-copy": datetime("2006-07-20T06:36:52.000"), "friend-ids": {{ 14573904, 11946003, 35291176, 25103717, 30010131, 886854, 46625000, 28533752, 46506784, 15300620, 40647607, 10249516, 27751123, 3883546, 41772148, 26655932, 39026036, 4416966, 15070564, 7052224, 10264392, 13650303, 30752174 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2012-08-26"), "end-date": date("2012-08-29") } ] }
+{ "id": 11425216, "id-copy": 11425216, "alias": "Levi", "name": "LeviEiford", "user-since": datetime("2010-04-10T23:37:26.000"), "user-since-copy": datetime("2010-04-10T23:37:26.000"), "friend-ids": {{ 39348801, 15029457, 33995161, 27782571, 16712478, 28987111 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-08-12") } ] }
+{ "id": 11426248, "id-copy": 11426248, "alias": "Chryssa", "name": "ChryssaHincken", "user-since": datetime("2005-06-16T01:11:36.000"), "user-since-copy": datetime("2005-06-16T01:11:36.000"), "friend-ids": {{ 47119545 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2003-11-20"), "end-date": date("2003-10-07") } ] }
+{ "id": 11441509, "id-copy": 11441509, "alias": "Franklyn", "name": "FranklynZimmer", "user-since": datetime("2012-03-22T13:12:29.000"), "user-since-copy": datetime("2012-03-22T13:12:29.000"), "friend-ids": {{ 12883110, 5637339, 42139368, 25533619, 19998291, 4231212, 40792266, 9689761, 7591603, 29088602, 40962884, 9432997, 29850101, 47563888, 10384431, 30557751, 9141240, 45176888, 40987369, 42808497, 37891546, 8520042, 12875368, 39706341 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2008-06-09") } ] }
+{ "id": 11447332, "id-copy": 11447332, "alias": "Sherisse", "name": "SherisseMaugham", "user-since": datetime("2012-02-09T14:21:08.000"), "user-since-copy": datetime("2012-02-09T14:21:08.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2011-09-16") } ] }
+{ "id": 11452525, "id-copy": 11452525, "alias": "Suzanna", "name": "SuzannaOlphert", "user-since": datetime("2005-10-22T04:41:20.000"), "user-since-copy": datetime("2005-10-22T04:41:20.000"), "friend-ids": {{ 44250347, 21517625, 10831891, 23365285, 2000581, 43387385, 40167252, 25288275, 6768341, 36116792, 10670805 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2001-10-21"), "end-date": date("2005-03-11") } ] }
+{ "id": 11456404, "id-copy": 11456404, "alias": "Lonny", "name": "LonnyUllman", "user-since": datetime("2008-10-19T03:05:07.000"), "user-since-copy": datetime("2008-10-19T03:05:07.000"), "friend-ids": {{ 30675414, 44654756, 8273748, 12998719, 20082930 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2009-11-02"), "end-date": date("2011-05-11") } ] }
+{ "id": 11458594, "id-copy": 11458594, "alias": "Rosaline", "name": "RosalineHawker", "user-since": datetime("2006-06-07T01:36:07.000"), "user-since-copy": datetime("2006-06-07T01:36:07.000"), "friend-ids": {{ 13674953, 43755185, 20151836, 40023637, 35564429, 45196295, 33392303, 2080473, 6786170, 42815553, 10811200, 5050190, 20987923, 32613675 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2002-06-05") } ] }
+{ "id": 11476339, "id-copy": 11476339, "alias": "Hopkin", "name": "HopkinNicholas", "user-since": datetime("2008-09-23T20:48:07.000"), "user-since-copy": datetime("2008-09-23T20:48:07.000"), "friend-ids": {{ 30021024, 29046949, 8412580, 10700657, 15739611, 36768609 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2004-01-02") } ] }
+{ "id": 11494930, "id-copy": 11494930, "alias": "Eleanor", "name": "EleanorAnderson", "user-since": datetime("2008-09-01T04:27:31.000"), "user-since-copy": datetime("2008-09-01T04:27:31.000"), "friend-ids": {{ 46834294, 32081711 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2008-01-19") } ] }
+{ "id": 11506045, "id-copy": 11506045, "alias": "Marci", "name": "MarciSaltser", "user-since": datetime("2011-08-05T00:36:14.000"), "user-since-copy": datetime("2011-08-05T00:36:14.000"), "friend-ids": {{ 44810951, 11599851, 4960763, 13454104, 22872317, 44594135, 15792938 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2002-06-22"), "end-date": date("2009-08-20") } ] }
+{ "id": 11507149, "id-copy": 11507149, "alias": "Kendal", "name": "KendalCourtney", "user-since": datetime("2006-06-22T04:28:09.000"), "user-since-copy": datetime("2006-06-22T04:28:09.000"), "friend-ids": {{ 9084267, 26163683, 15271756, 4229254, 5439809, 23992890, 23144677, 26584955, 29430424, 15196312, 19993838, 3665259, 15861241, 15197583, 15693177 }}, "employment": [ { "organization-name": "Streettax", "start-date": date("2010-08-06"), "end-date": date("2011-04-21") } ] }
+{ "id": 11515915, "id-copy": 11515915, "alias": "Hunter", "name": "HunterBash", "user-since": datetime("2011-03-05T16:16:17.000"), "user-since-copy": datetime("2011-03-05T16:16:17.000"), "friend-ids": {{ 14847122, 46314922, 14414318, 46374290, 45050391, 22617753 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2004-01-20") } ] }
+{ "id": 11525575, "id-copy": 11525575, "alias": "Zack", "name": "ZackMills", "user-since": datetime("2007-10-15T20:53:30.000"), "user-since-copy": datetime("2007-10-15T20:53:30.000"), "friend-ids": {{ 11119738, 47490530, 18951399, 24413247, 4019030, 39064308, 43279140, 11316225, 15383674, 40613636, 4793869, 21591307, 23561981, 3763992, 32892218, 34334911, 40693733 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2012-05-25"), "end-date": date("2012-07-09") } ] }
+{ "id": 11529364, "id-copy": 11529364, "alias": "Rufus", "name": "RufusGreen", "user-since": datetime("2009-04-14T15:51:24.000"), "user-since-copy": datetime("2009-04-14T15:51:24.000"), "friend-ids": {{ 5011595 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2000-09-25"), "end-date": date("2004-08-22") } ] }
+{ "id": 11536582, "id-copy": 11536582, "alias": "Deon", "name": "DeonBickerson", "user-since": datetime("2007-05-18T18:12:00.000"), "user-since-copy": datetime("2007-05-18T18:12:00.000"), "friend-ids": {{ 2848304, 6359671, 29695732, 42414044, 3277185, 17642866, 47064497, 32240400, 43486181, 5049864, 22831246, 9259974, 17502793, 29955647, 6928887, 19609966 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2009-01-20"), "end-date": date("2009-03-12") } ] }
+{ "id": 11547586, "id-copy": 11547586, "alias": "Rosanne", "name": "RosanneWatkins", "user-since": datetime("2008-03-02T16:07:45.000"), "user-since-copy": datetime("2008-03-02T16:07:45.000"), "friend-ids": {{ 47389452, 44553302, 30722503, 3892313, 9603884, 12058710, 18459884, 23971280, 39791340, 25400946, 25149383, 8391991, 6548649, 20662585, 34505551, 8352025 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2005-05-17") } ] }
+{ "id": 11551078, "id-copy": 11551078, "alias": "Percy", "name": "PercyStocker", "user-since": datetime("2012-01-12T15:14:02.000"), "user-since-copy": datetime("2012-01-12T15:14:02.000"), "friend-ids": {{ 8927010, 25565873, 1309019, 9736505, 27953053, 6619625, 45562540, 32022492, 1535156, 11343220, 40057278, 5452463, 36005348, 35072612, 31954888 }}, "employment": [ { "organization-name": "Sumlane", "start-date": date("2004-06-01"), "end-date": date("2010-03-09") } ] }
+{ "id": 11562148, "id-copy": 11562148, "alias": "Rexana", "name": "RexanaStange", "user-since": datetime("2012-08-13T20:11:05.000"), "user-since-copy": datetime("2012-08-13T20:11:05.000"), "friend-ids": {{ 22418981, 44892347, 43890424, 38530948, 33178064 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2004-11-21"), "end-date": date("2007-11-01") } ] }
+{ "id": 11582299, "id-copy": 11582299, "alias": "Seward", "name": "SewardReddish", "user-since": datetime("2007-11-07T11:10:00.000"), "user-since-copy": datetime("2007-11-07T11:10:00.000"), "friend-ids": {{ 14793773, 24447668, 30727802, 4757816, 26139324, 4433524, 15974482 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2012-02-10") } ] }
+{ "id": 11596522, "id-copy": 11596522, "alias": "Gena", "name": "GenaTurzanski", "user-since": datetime("2012-06-22T18:42:25.000"), "user-since-copy": datetime("2012-06-22T18:42:25.000"), "friend-ids": {{ 22525625, 22327219, 18520174, 38679685, 16561552, 1999972, 8066310, 24245231, 11682156, 31330371, 38780021, 46833789, 6710024, 38963740, 38984150, 33451484, 19022059, 36880540, 40003274 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2002-09-10") } ] }
+{ "id": 11619817, "id-copy": 11619817, "alias": "Conor", "name": "ConorIsaman", "user-since": datetime("2007-07-19T03:08:58.000"), "user-since-copy": datetime("2007-07-19T03:08:58.000"), "friend-ids": {{ 3118516, 11993690, 44936801, 20826732, 45978958, 5214526, 29651996, 39212065, 47935248, 13306157, 33084407, 537249, 42089040, 7553609, 42024531, 23482433, 45497814, 26865252, 42135224, 41353574, 28567135, 7898064 }}, "employment": [ { "organization-name": "Ronholdings", "start-date": date("2002-04-26") } ] }
+{ "id": 11626564, "id-copy": 11626564, "alias": "Gia", "name": "GiaNehling", "user-since": datetime("2007-05-04T02:40:35.000"), "user-since-copy": datetime("2007-05-04T02:40:35.000"), "friend-ids": {{ 14435544, 22982758, 14548448, 20359010, 43749230, 6484290, 43513351, 3652065, 1851524, 15523948, 1941233, 47031188, 12649571, 42789428, 10950757, 18325469, 24986924, 39948729, 29738829, 268135, 32952373, 29859037 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2007-06-13"), "end-date": date("2008-07-06") } ] }
+{ "id": 11626678, "id-copy": 11626678, "alias": "Reed", "name": "ReedHaile", "user-since": datetime("2011-05-28T09:52:04.000"), "user-since-copy": datetime("2011-05-28T09:52:04.000"), "friend-ids": {{ 38955792, 36648350, 7510300, 36168809, 41493759, 45265187, 1653351, 44881482, 44038304 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2012-03-08"), "end-date": date("2012-05-08") } ] }
+{ "id": 11627800, "id-copy": 11627800, "alias": "Andrina", "name": "AndrinaOrbell", "user-since": datetime("2005-01-07T13:18:15.000"), "user-since-copy": datetime("2005-01-07T13:18:15.000"), "friend-ids": {{ 14378125 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2001-07-27"), "end-date": date("2009-01-26") } ] }
+{ "id": 11630158, "id-copy": 11630158, "alias": "Jewel", "name": "JewelPrechtl", "user-since": datetime("2008-09-24T10:05:42.000"), "user-since-copy": datetime("2008-09-24T10:05:42.000"), "friend-ids": {{ 17110258, 26859370, 7070027, 19698792, 10087924, 31999744, 35694569, 10315290, 15006946, 25258889, 8036893, 20721778, 31250890, 31525573 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2002-10-09") } ] }
+{ "id": 11638618, "id-copy": 11638618, "alias": "Garfield", "name": "GarfieldHardie", "user-since": datetime("2007-07-05T04:44:27.000"), "user-since-copy": datetime("2007-07-05T04:44:27.000"), "friend-ids": {{ 47307628, 3109848, 30936899, 7173119, 33551634, 24239136, 11619168, 633835, 34791947, 12052833, 19798108, 3426648, 395456, 18555868, 18509839, 8340275, 14943912, 42330581, 313099, 25632353, 27912788, 20281899, 8961605, 13625222 }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2001-02-24") } ] }
+{ "id": 11666128, "id-copy": 11666128, "alias": "Mathilda", "name": "MathildaBurris", "user-since": datetime("2006-01-04T14:30:09.000"), "user-since-copy": datetime("2006-01-04T14:30:09.000"), "friend-ids": {{ 21229678, 40152290, 2867638, 27694777, 34054129, 47727334, 39805693, 9084777, 37744206, 47011794, 2190990, 19109454 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2007-09-14"), "end-date": date("2007-03-17") } ] }
+{ "id": 11675221, "id-copy": 11675221, "alias": "Calanthe", "name": "CalantheGearhart", "user-since": datetime("2007-06-08T02:44:20.000"), "user-since-copy": datetime("2007-06-08T02:44:20.000"), "friend-ids": {{ 19185575 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2010-05-21") } ] }
+{ "id": 11693350, "id-copy": 11693350, "alias": "Crystal", "name": "CrystalDickinson", "user-since": datetime("2007-02-08T08:05:12.000"), "user-since-copy": datetime("2007-02-08T08:05:12.000"), "friend-ids": {{ 32246301, 35277320, 38987334, 3391139, 30437594, 35314588, 32659406, 19055708, 5245289, 1155014, 9266846, 20085529, 27878886, 25128707, 46223557, 16459237, 41315912, 26681594 }}, "employment": [ { "organization-name": "Strongtone", "start-date": date("2011-07-03"), "end-date": date("2011-08-05") } ] }
+{ "id": 11694928, "id-copy": 11694928, "alias": "Anne", "name": "AnnePritchard", "user-since": datetime("2005-05-25T23:02:45.000"), "user-since-copy": datetime("2005-05-25T23:02:45.000"), "friend-ids": {{ 4000537, 32410978, 2682612, 1214946, 38250943, 36272447, 14182545, 27782322, 2714608, 38315875 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2011-02-22"), "end-date": date("2011-11-07") } ] }
+{ "id": 11695309, "id-copy": 11695309, "alias": "Petula", "name": "PetulaTanner", "user-since": datetime("2011-12-23T13:29:44.000"), "user-since-copy": datetime("2011-12-23T13:29:44.000"), "friend-ids": {{ 39411346, 33118908, 44553603 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2003-02-26"), "end-date": date("2007-11-12") } ] }
+{ "id": 11748019, "id-copy": 11748019, "alias": "Malinda", "name": "MalindaMoberly", "user-since": datetime("2005-06-21T22:34:38.000"), "user-since-copy": datetime("2005-06-21T22:34:38.000"), "friend-ids": {{ 46792750, 47197275, 45940765, 43931611, 33201251, 32508732, 23681521, 35069089, 43652710, 22676488, 5098654, 29592897, 18671070, 40200423 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2004-08-18") } ] }
+{ "id": 11779591, "id-copy": 11779591, "alias": "Galina", "name": "GalinaRoberts", "user-since": datetime("2007-03-18T12:09:38.000"), "user-since-copy": datetime("2007-03-18T12:09:38.000"), "friend-ids": {{ 16134690, 41543844 }}, "employment": [ { "organization-name": "Xx-technology", "start-date": date("2010-04-17") } ] }
+{ "id": 11781745, "id-copy": 11781745, "alias": "Merv", "name": "MervStocker", "user-since": datetime("2008-10-15T03:41:54.000"), "user-since-copy": datetime("2008-10-15T03:41:54.000"), "friend-ids": {{ 26394519, 2599602, 40237077, 43817129, 30392481, 43051494, 36128635, 35974184, 37237292, 7775912, 11569464, 9112021, 26837692, 11548106, 29331601, 11126182, 18076463, 33866145, 22408972, 42318835, 47199541, 26807788 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2005-01-15"), "end-date": date("2008-02-18") } ] }
+{ "id": 11782354, "id-copy": 11782354, "alias": "Glynda", "name": "GlyndaEnderly", "user-since": datetime("2007-11-25T06:01:45.000"), "user-since-copy": datetime("2007-11-25T06:01:45.000"), "friend-ids": {{ 16202981, 24035766, 10175614, 27353200, 26183740, 6084065, 31664832, 22446721, 2792685, 37521374, 1999182, 12494503, 18087992, 44433851 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2004-06-10") } ] }
+{ "id": 11788345, "id-copy": 11788345, "alias": "Mindy", "name": "MindyRockwell", "user-since": datetime("2011-02-20T23:55:16.000"), "user-since-copy": datetime("2011-02-20T23:55:16.000"), "friend-ids": {{ 7821092, 24614722, 27718237, 19686343, 43916267, 7882804, 34422272, 46273261, 658009, 42620170, 36177155, 3340224, 27157340, 20438623, 19694381, 15643415, 43465380, 17719224, 37073374, 42060457, 29532671, 3781069, 26121650 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2011-05-11") } ] }
+{ "id": 11793622, "id-copy": 11793622, "alias": "Leonard", "name": "LeonardAlice", "user-since": datetime("2011-03-02T21:42:07.000"), "user-since-copy": datetime("2011-03-02T21:42:07.000"), "friend-ids": {{ 38648452, 2302677, 713863, 2484976, 20706899, 6649310, 9952945, 1293945, 23188221, 43521816, 2398744, 28382427, 45933146, 27717079, 12894240, 8077643, 38945982, 12658937, 36047491, 42431984, 43626155 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2001-02-12"), "end-date": date("2001-06-02") } ] }
+{ "id": 11811079, "id-copy": 11811079, "alias": "Kenelm", "name": "KenelmKellogg", "user-since": datetime("2006-05-14T04:13:36.000"), "user-since-copy": datetime("2006-05-14T04:13:36.000"), "friend-ids": {{ 28287762, 45591894, 12026636, 34381293, 17018521, 37239852, 5735876, 8145944, 34171842, 32986088, 16537938, 20530369, 35161854, 1076550, 26081966, 35666231 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2001-02-03") } ] }
+{ "id": 11822506, "id-copy": 11822506, "alias": "Jerrold", "name": "JerroldEwing", "user-since": datetime("2010-08-27T22:34:36.000"), "user-since-copy": datetime("2010-08-27T22:34:36.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2007-03-21"), "end-date": date("2008-04-26") } ] }
+{ "id": 11839117, "id-copy": 11839117, "alias": "Kyra", "name": "KyraMcdonald", "user-since": datetime("2010-07-08T20:46:49.000"), "user-since-copy": datetime("2010-07-08T20:46:49.000"), "friend-ids": {{ 42933043, 41665211, 13075886, 36147059, 20127919, 31449381, 47427643, 24399833, 16541120, 38909218, 15609877, 46802599, 31772232, 46743670 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2005-06-08"), "end-date": date("2007-11-11") } ] }
+{ "id": 11862502, "id-copy": 11862502, "alias": "Innocent", "name": "InnocentWilliamson", "user-since": datetime("2005-06-09T18:44:51.000"), "user-since-copy": datetime("2005-06-09T18:44:51.000"), "friend-ids": {{ 14750408, 36287814, 21197416, 34246775, 18776860, 32777856, 46956112, 18578056, 13053407, 3282278, 29812571, 25299530, 47168979, 6027296, 10540009 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2010-05-20"), "end-date": date("2010-01-24") } ] }
+{ "id": 11872177, "id-copy": 11872177, "alias": "Lillie", "name": "LillieLineman", "user-since": datetime("2009-09-28T02:48:03.000"), "user-since-copy": datetime("2009-09-28T02:48:03.000"), "friend-ids": {{ 16078664, 22307944, 21464886, 40255882, 39090292, 32823112, 5748916, 46831442, 25498280, 268782, 22829744, 17001614 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2006-02-18") } ] }
+{ "id": 11878948, "id-copy": 11878948, "alias": "Corey", "name": "CoreyWarrick", "user-since": datetime("2005-05-28T15:18:23.000"), "user-since-copy": datetime("2005-05-28T15:18:23.000"), "friend-ids": {{ 17192577, 19646534, 44755348, 28653064, 30539369, 15001411, 11921646, 44450607, 33599896, 41984600, 2187246, 8785209, 28099595 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2010-12-07") } ] }
+{ "id": 11886709, "id-copy": 11886709, "alias": "Leigh", "name": "LeighBatten", "user-since": datetime("2005-06-18T21:25:13.000"), "user-since-copy": datetime("2005-06-18T21:25:13.000"), "friend-ids": {{ 161610, 3498914, 24173074, 33102324, 42213688, 44551300, 36373040, 30704767, 24224319, 5784194, 13092764, 38315503, 13246046, 2836280, 672136, 37021775 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2001-05-26"), "end-date": date("2001-05-11") } ] }
+{ "id": 11886856, "id-copy": 11886856, "alias": "Eldred", "name": "EldredArmstrong", "user-since": datetime("2012-02-20T10:08:40.000"), "user-since-copy": datetime("2012-02-20T10:08:40.000"), "friend-ids": {{ 5146204, 10549788, 40744824, 38277859 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-09-18") } ] }
+{ "id": 11888530, "id-copy": 11888530, "alias": "Louis", "name": "LouisRichards", "user-since": datetime("2011-10-26T02:27:49.000"), "user-since-copy": datetime("2011-10-26T02:27:49.000"), "friend-ids": {{ 40512993, 46289399 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2000-04-18"), "end-date": date("2002-08-03") } ] }
+{ "id": 11893462, "id-copy": 11893462, "alias": "Shonna", "name": "ShonnaDickson", "user-since": datetime("2007-06-12T09:36:50.000"), "user-since-copy": datetime("2007-06-12T09:36:50.000"), "friend-ids": {{ 30462288, 43630666, 35884473, 25217438, 3196051, 41844836, 8922622, 15388786, 33486563, 22739607, 42411271, 47936046, 8921955, 11314832, 13138669, 1057389, 45874085 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2010-06-18") } ] }
+{ "id": 11914129, "id-copy": 11914129, "alias": "Ebenezer", "name": "EbenezerMonahan", "user-since": datetime("2006-01-08T08:17:51.000"), "user-since-copy": datetime("2006-01-08T08:17:51.000"), "friend-ids": {{ 9692770 }}, "employment": [ { "organization-name": "Hatcom", "start-date": date("2002-10-22"), "end-date": date("2005-07-17") } ] }
+{ "id": 11921524, "id-copy": 11921524, "alias": "Mickey", "name": "MickeySybilla", "user-since": datetime("2012-03-28T17:05:25.000"), "user-since-copy": datetime("2012-03-28T17:05:25.000"), "friend-ids": {{ 40813978, 14172552, 40702786, 929262, 2220334, 33077762, 20716547, 11400385, 21916926, 38422356, 13378381, 32362984, 8162369, 8965084, 37823302, 3542211, 29294304, 37672739, 28359647 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2007-09-27") } ] }
+{ "id": 11937787, "id-copy": 11937787, "alias": "Addison", "name": "AddisonEckert", "user-since": datetime("2007-04-26T01:06:38.000"), "user-since-copy": datetime("2007-04-26T01:06:38.000"), "friend-ids": {{ 6446414, 23134374, 38952228, 25368200, 47868440, 29231397, 15672064, 2482344, 22824732, 13563448, 43826877 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2009-10-09") } ] }
+{ "id": 11951800, "id-copy": 11951800, "alias": "Camron", "name": "CamronBrooks", "user-since": datetime("2006-03-05T19:32:03.000"), "user-since-copy": datetime("2006-03-05T19:32:03.000"), "friend-ids": {{ 39430755, 45789857, 5352132, 34490450, 39117503, 2233039, 16387184 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2006-12-26"), "end-date": date("2007-11-16") } ] }
+{ "id": 11953306, "id-copy": 11953306, "alias": "Teale", "name": "TealeHoltzer", "user-since": datetime("2007-02-14T21:50:54.000"), "user-since-copy": datetime("2007-02-14T21:50:54.000"), "friend-ids": {{ 30902622, 26223630, 46832466, 32585590, 34005386, 23371032, 25984545, 7502619 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2010-02-14"), "end-date": date("2011-07-08") } ] }
+{ "id": 11969527, "id-copy": 11969527, "alias": "Adrian", "name": "AdrianTedrow", "user-since": datetime("2012-02-13T21:27:48.000"), "user-since-copy": datetime("2012-02-13T21:27:48.000"), "friend-ids": {{ 36940614, 29564878 }}, "employment": [ { "organization-name": "Ganjastrip", "start-date": date("2002-01-16") } ] }
+{ "id": 11978782, "id-copy": 11978782, "alias": "Louiza", "name": "LouizaLlora", "user-since": datetime("2012-06-24T06:19:05.000"), "user-since-copy": datetime("2012-06-24T06:19:05.000"), "friend-ids": {{ 36495107, 35125435, 30347420, 17703387, 40909002 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2008-05-25") } ] }
+{ "id": 11987626, "id-copy": 11987626, "alias": "Chassidy", "name": "ChassidyHector", "user-since": datetime("2008-07-23T16:16:55.000"), "user-since-copy": datetime("2008-07-23T16:16:55.000"), "friend-ids": {{ 29831103, 12411598, 20670552, 42569662 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2010-08-22") } ] }
+{ "id": 11989645, "id-copy": 11989645, "alias": "Weston", "name": "WestonPershing", "user-since": datetime("2010-04-02T17:25:31.000"), "user-since-copy": datetime("2010-04-02T17:25:31.000"), "friend-ids": {{ 11689127 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2006-03-27") } ] }
+{ "id": 11989660, "id-copy": 11989660, "alias": "Rolland", "name": "RollandGarneis", "user-since": datetime("2008-09-16T19:54:32.000"), "user-since-copy": datetime("2008-09-16T19:54:32.000"), "friend-ids": {{ 30959592, 6160903, 27316367, 6518756, 23008668, 36942525, 39489068, 8710310, 17726852, 72593, 15440937, 4901728, 28916846, 38257093, 28414859, 8857050 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-02-11") } ] }
+{ "id": 9001816, "id-copy": 9001816, "alias": "Concordia", "name": "ConcordiaThomlinson", "user-since": datetime("2006-04-13T03:30:17.000"), "user-since-copy": datetime("2006-04-13T03:30:17.000"), "friend-ids": {{ 31001079, 10620343, 29160614, 8991085, 45471665, 865015, 11592391, 33106281, 15448665, 29325047, 47814022, 4562661, 11895808, 41974900 }}, "employment": [ { "organization-name": "Vaiatech", "start-date": date("2002-03-25") } ] }
+{ "id": 9005248, "id-copy": 9005248, "alias": "Jervis", "name": "JervisWarrick", "user-since": datetime("2007-02-06T17:54:17.000"), "user-since-copy": datetime("2007-02-06T17:54:17.000"), "friend-ids": {{ 5038062, 15101135, 28136073, 10706469, 8706391, 10623870, 1759405, 37020186, 17173998, 14985805, 19308437, 43696985, 46650868, 25621415, 14252531, 44491166, 42536769, 33614525, 34665072, 640793 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2010-08-21") } ] }
+{ "id": 9039973, "id-copy": 9039973, "alias": "Desmond", "name": "DesmondRice", "user-since": datetime("2008-04-17T12:00:38.000"), "user-since-copy": datetime("2008-04-17T12:00:38.000"), "friend-ids": {{ 16128090, 28937536, 30905098, 25666304, 23272582, 29438991, 42040849, 42396891, 9345677, 9260055, 17415621, 31581557, 1249365, 20734436, 2341357, 36307325, 20347771, 23723655 }}, "employment": [ { "organization-name": "Zimcone", "start-date": date("2002-10-24"), "end-date": date("2008-02-24") } ] }
+{ "id": 9050866, "id-copy": 9050866, "alias": "Jimmie", "name": "JimmieBicknell", "user-since": datetime("2007-02-15T16:39:19.000"), "user-since-copy": datetime("2007-02-15T16:39:19.000"), "friend-ids": {{ 17248854, 13830961, 10571254, 637235, 18219702, 4541511, 42876025, 19679892, 14009802, 15312402, 20914286, 41969971, 39807443, 5990836, 1594551, 25853135, 25021671, 21604624, 47574478 }}, "employment": [ { "organization-name": "Ontohothex", "start-date": date("2001-04-09") } ] }
+{ "id": 9056494, "id-copy": 9056494, "alias": "Alvena", "name": "AlvenaPearsall", "user-since": datetime("2005-08-09T08:50:25.000"), "user-since-copy": datetime("2005-08-09T08:50:25.000"), "friend-ids": {{ 26263956, 80589, 37669623, 32875186, 42026139, 22169384, 47224581, 25632957, 28392334, 42393204, 15028714, 554526 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2005-02-19") } ] }
+{ "id": 9074290, "id-copy": 9074290, "alias": "Riley", "name": "RileyBode", "user-since": datetime("2010-11-20T01:12:36.000"), "user-since-copy": datetime("2010-11-20T01:12:36.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2004-10-12") } ] }
+{ "id": 9099376, "id-copy": 9099376, "alias": "Tena", "name": "TenaKline", "user-since": datetime("2011-10-20T14:46:29.000"), "user-since-copy": datetime("2011-10-20T14:46:29.000"), "friend-ids": {{ 28615752, 16589994, 24896126, 32768352, 40921310, 22643822, 39206554, 45652466, 17237997, 44705249, 30599864, 17750741, 14758376, 4842744 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2000-03-18") } ] }
+{ "id": 9139057, "id-copy": 9139057, "alias": "Esther", "name": "EstherUllman", "user-since": datetime("2010-01-05T19:25:44.000"), "user-since-copy": datetime("2010-01-05T19:25:44.000"), "friend-ids": {{ 25401186, 25915246, 33727208, 17431690, 24541706, 19998503, 42399029, 30405906, 20023918, 9788811, 32513474, 14919034, 10073867, 9309154, 1423378, 37386209, 16346279, 45167618, 34716280, 29023237, 20639001, 332097, 28344544 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2003-09-05"), "end-date": date("2009-10-17") } ] }
+{ "id": 9158293, "id-copy": 9158293, "alias": "Cortney", "name": "CortneyPainter", "user-since": datetime("2006-03-15T09:03:09.000"), "user-since-copy": datetime("2006-03-15T09:03:09.000"), "friend-ids": {{ 42832801, 24287760, 37934712, 43376751, 24673433, 14168792, 46862345, 46736573, 21181723, 2094484, 30254710, 45439521, 26589024, 45746175, 13898656, 13470143, 9669892 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2011-06-13") } ] }
+{ "id": 9190501, "id-copy": 9190501, "alias": "Leonardo", "name": "LeonardoBarr", "user-since": datetime("2008-02-23T14:20:45.000"), "user-since-copy": datetime("2008-02-23T14:20:45.000"), "friend-ids": {{ 24193096, 44367993, 10307197, 20420512, 36000544, 45069724, 42621729, 10863302, 21701700, 7110735, 6226449, 3269792, 12797617, 19460642, 7357145, 27051982, 31847212, 28691920, 382743, 11602175, 1787538, 42283089, 19610964 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2001-06-25") } ] }
+{ "id": 9201610, "id-copy": 9201610, "alias": "Elaine", "name": "ElaineMcclymonds", "user-since": datetime("2008-04-13T17:06:35.000"), "user-since-copy": datetime("2008-04-13T17:06:35.000"), "friend-ids": {{ 18934024, 5114594, 25593808 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-08-28") } ] }
+{ "id": 9205834, "id-copy": 9205834, "alias": "Tristin", "name": "TristinWalker", "user-since": datetime("2012-04-25T01:08:05.000"), "user-since-copy": datetime("2012-04-25T01:08:05.000"), "friend-ids": {{ 2222398, 15073251, 16222879, 24405969, 32651599, 44500557, 31699173, 41724026, 1745441, 9674348, 29594086, 26580583, 42258300, 36027050, 3204087, 2147469, 36519580 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2007-02-09") } ] }
+{ "id": 9210847, "id-copy": 9210847, "alias": "Kristeen", "name": "KristeenShaffer", "user-since": datetime("2008-01-04T12:31:50.000"), "user-since-copy": datetime("2008-01-04T12:31:50.000"), "friend-ids": {{ 662954, 18313322, 10737685, 5498351, 24795605, 4497605, 45729062, 31007969, 16211490, 19408104, 5882137, 12084923, 14143383, 31263672, 32404691, 8973685, 32756191, 3822704 }}, "employment": [ { "organization-name": "Rungozoom", "start-date": date("2009-12-07"), "end-date": date("2010-02-08") } ] }
+{ "id": 9223375, "id-copy": 9223375, "alias": "Anne", "name": "AnneMoore", "user-since": datetime("2010-07-16T22:06:20.000"), "user-since-copy": datetime("2010-07-16T22:06:20.000"), "friend-ids": {{ 45553359, 40589681, 9461257, 39253068, 14447226, 37656564, 37047377, 34855985 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2011-04-25") } ] }
+{ "id": 9226960, "id-copy": 9226960, "alias": "Irish", "name": "IrishJohnson", "user-since": datetime("2009-09-07T21:02:01.000"), "user-since-copy": datetime("2009-09-07T21:02:01.000"), "friend-ids": {{ 4920892, 15681759, 19110917, 26620361, 34712468, 40890326, 20312413 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2009-11-11") } ] }
+{ "id": 9262768, "id-copy": 9262768, "alias": "Graham", "name": "GrahamHunt", "user-since": datetime("2009-03-19T13:15:02.000"), "user-since-copy": datetime("2009-03-19T13:15:02.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2012-04-23"), "end-date": date("2012-04-15") } ] }
+{ "id": 9271291, "id-copy": 9271291, "alias": "Kaitlynn", "name": "KaitlynnPycroft", "user-since": datetime("2010-10-09T11:30:12.000"), "user-since-copy": datetime("2010-10-09T11:30:12.000"), "friend-ids": {{ 38067939, 25732262, 17076819, 19477302, 29794559 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2006-09-04") } ] }
+{ "id": 9275620, "id-copy": 9275620, "alias": "Jackie", "name": "JackieRumbaugh", "user-since": datetime("2011-10-11T07:30:25.000"), "user-since-copy": datetime("2011-10-11T07:30:25.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Technohow", "start-date": date("2004-01-14") } ] }
+{ "id": 9288154, "id-copy": 9288154, "alias": "Lauren", "name": "LaurenGraff", "user-since": datetime("2005-12-28T07:21:17.000"), "user-since-copy": datetime("2005-12-28T07:21:17.000"), "friend-ids": {{ 38658043, 4029859, 43671010, 20184796, 23429992, 3744331, 39377881, 1336305, 33712064, 36443 }}, "employment": [ { "organization-name": "strongex", "start-date": date("2009-04-06") } ] }
+{ "id": 9297361, "id-copy": 9297361, "alias": "Yasmine", "name": "YasmineBullard", "user-since": datetime("2006-07-11T23:54:23.000"), "user-since-copy": datetime("2006-07-11T23:54:23.000"), "friend-ids": {{ 27580636, 11448774, 32271178, 9627095, 11487349, 46595708 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2001-10-06"), "end-date": date("2003-03-05") } ] }
+{ "id": 9317395, "id-copy": 9317395, "alias": "Timothy", "name": "TimothyMays", "user-since": datetime("2007-05-23T15:42:26.000"), "user-since-copy": datetime("2007-05-23T15:42:26.000"), "friend-ids": {{ 38066468, 16126194, 20685050, 8542551, 36810930, 36333903, 31522960, 44908120, 45171970, 9212095, 16986466, 41689196, 22300874, 45983009, 30918582, 5896299, 2682406, 6649020, 33199300, 14523848 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2006-04-16"), "end-date": date("2008-02-21") } ] }
+{ "id": 9320062, "id-copy": 9320062, "alias": "Samantha", "name": "SamanthaTanner", "user-since": datetime("2010-06-25T14:13:49.000"), "user-since-copy": datetime("2010-06-25T14:13:49.000"), "friend-ids": {{ 19538026 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2009-02-24") } ] }
+{ "id": 9329746, "id-copy": 9329746, "alias": "Albert", "name": "AlbertZundel", "user-since": datetime("2005-11-01T23:41:02.000"), "user-since-copy": datetime("2005-11-01T23:41:02.000"), "friend-ids": {{ 44252308, 14483702, 27233282, 24263669, 35409140, 38591765, 42901786, 24502313, 6384822, 36359249, 36816246, 16578182, 530819, 29481837, 12698700, 6101521, 11990316, 35327955, 10435272 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2003-08-06"), "end-date": date("2010-09-22") } ] }
+{ "id": 9331075, "id-copy": 9331075, "alias": "Monday", "name": "MondayWarrick", "user-since": datetime("2012-01-13T06:13:30.000"), "user-since-copy": datetime("2012-01-13T06:13:30.000"), "friend-ids": {{ 27699724, 39094128, 11014820, 44605243, 20177679, 37579779, 35875781, 13713739, 8882475, 37427927, 28595578, 3788567, 31200715, 40590973, 7630783, 36856789, 22013865 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2000-04-08") } ] }
+{ "id": 9367306, "id-copy": 9367306, "alias": "Jacinth", "name": "JacinthBynum", "user-since": datetime("2012-03-08T11:26:04.000"), "user-since-copy": datetime("2012-03-08T11:26:04.000"), "friend-ids": {{ 35048012, 42620612, 39526901, 12673410, 16363143, 45509270, 47714729, 47902094, 12551745, 45510597, 31513255, 2848992, 16088751, 1953590, 32956014, 38607548, 15982103, 31161780, 7331812, 44977526, 15022020, 19905573 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2003-03-24") } ] }
+{ "id": 9373726, "id-copy": 9373726, "alias": "Joe", "name": "JoeRoche", "user-since": datetime("2005-07-09T16:42:53.000"), "user-since-copy": datetime("2005-07-09T16:42:53.000"), "friend-ids": {{ 16433644, 5532847, 743901, 2134179, 43053028, 36961668, 9731766, 45686582, 17084459, 27026683, 1687547, 6582422, 38798685, 9871595, 2677099, 42280963, 32191501, 4347234 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2009-09-16") } ] }
+{ "id": 9389254, "id-copy": 9389254, "alias": "Jon", "name": "JonShaw", "user-since": datetime("2006-12-10T11:28:23.000"), "user-since-copy": datetime("2006-12-10T11:28:23.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2010-07-24") } ] }
+{ "id": 9396193, "id-copy": 9396193, "alias": "Franklyn", "name": "FranklynVorrasi", "user-since": datetime("2007-06-27T09:38:03.000"), "user-since-copy": datetime("2007-06-27T09:38:03.000"), "friend-ids": {{ 12870114, 28811462, 19219273, 38745339, 22310708, 11419733, 21583164, 42276545, 1177024, 43617748, 11702666, 19332437, 1523883, 40265275, 41227772 }}, "employment": [ { "organization-name": "over-it", "start-date": date("2001-03-13"), "end-date": date("2009-02-07") } ] }
+{ "id": 9408427, "id-copy": 9408427, "alias": "Matt", "name": "MattPritchard", "user-since": datetime("2008-10-02T15:31:39.000"), "user-since-copy": datetime("2008-10-02T15:31:39.000"), "friend-ids": {{ 3596345, 15476624, 33857894, 13004846, 29332890, 23638145, 43402648, 14337754, 3290802, 10537283, 9989868, 33400736, 43952799, 34128983, 3090230, 12591428, 15051691, 7239629, 10295253, 23448932, 30507945 }}, "employment": [ { "organization-name": "Fixelectrics", "start-date": date("2012-02-05") } ] }
+{ "id": 9453925, "id-copy": 9453925, "alias": "Ritchie", "name": "RitchieJube", "user-since": datetime("2008-04-28T12:33:34.000"), "user-since-copy": datetime("2008-04-28T12:33:34.000"), "friend-ids": {{ 44327769, 45189889, 11098478, 41612069, 40647950, 638474, 21614810, 22273745, 6230791, 15120137, 18477729, 16895919, 5907839, 43993812, 31639138, 7966991, 11024409 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2012-07-22") } ] }
+{ "id": 9461770, "id-copy": 9461770, "alias": "Georgina", "name": "GeorginaPearson", "user-since": datetime("2005-02-04T09:47:21.000"), "user-since-copy": datetime("2005-02-04T09:47:21.000"), "friend-ids": {{ 26615251, 5874803, 5189465, 29564778, 1778424, 38706542, 38915757, 16819394, 3318129, 2166806, 30570432, 15192853, 4857015, 41673300, 23510020 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2003-06-06") } ] }
+{ "id": 9467614, "id-copy": 9467614, "alias": "Eloisa", "name": "EloisaEvans", "user-since": datetime("2012-01-20T01:00:51.000"), "user-since-copy": datetime("2012-01-20T01:00:51.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2000-11-03"), "end-date": date("2003-01-14") } ] }
+{ "id": 9478720, "id-copy": 9478720, "alias": "Angelia", "name": "AngeliaKettlewell", "user-since": datetime("2005-05-27T06:29:30.000"), "user-since-copy": datetime("2005-05-27T06:29:30.000"), "friend-ids": {{ 42556433, 20033025, 38112512, 19420757, 31822717, 7116081, 39544900, 19203395, 46787205, 32303456, 4509345, 45558040, 42616291, 6929369, 9272653, 37459048, 37113569, 38942369, 47741031, 46761451, 14163845 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2012-03-28"), "end-date": date("2012-03-04") } ] }
+{ "id": 9482569, "id-copy": 9482569, "alias": "Marty", "name": "MartyBurnett", "user-since": datetime("2006-03-21T10:10:40.000"), "user-since-copy": datetime("2006-03-21T10:10:40.000"), "friend-ids": {{ 5791578, 3884688, 7686005 }}, "employment": [ { "organization-name": "Solfix", "start-date": date("2009-02-01") } ] }
+{ "id": 9497698, "id-copy": 9497698, "alias": "Jenny", "name": "JennyBiery", "user-since": datetime("2007-07-24T17:20:06.000"), "user-since-copy": datetime("2007-07-24T17:20:06.000"), "friend-ids": {{ 37832227, 17148339, 38184683, 45775690, 17511050, 1866913, 30631091, 5996302, 3796747, 33135567, 5930972, 9509054, 44003369, 34299276, 16135297, 15435466, 42464299, 34961792, 47264306, 30734198, 26192613 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2007-10-02"), "end-date": date("2011-09-20") } ] }
+{ "id": 9502096, "id-copy": 9502096, "alias": "Hebe", "name": "HebeEndsley", "user-since": datetime("2012-08-08T18:55:28.000"), "user-since-copy": datetime("2012-08-08T18:55:28.000"), "friend-ids": {{ 34917916, 5530270, 12994124, 25113086, 28819142, 44228082 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2007-04-11") } ] }
+{ "id": 9503443, "id-copy": 9503443, "alias": "Ebenezer", "name": "EbenezerFulton", "user-since": datetime("2012-07-03T20:14:05.000"), "user-since-copy": datetime("2012-07-03T20:14:05.000"), "friend-ids": {{ 11155403, 7932344, 24822329, 19823943, 37496284 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2011-08-22") } ] }
+{ "id": 9510451, "id-copy": 9510451, "alias": "Chuck", "name": "ChuckFinck", "user-since": datetime("2011-09-10T08:27:31.000"), "user-since-copy": datetime("2011-09-10T08:27:31.000"), "friend-ids": {{ 5559039, 8997599, 8311284, 20478562, 13734713, 21511695, 30393493 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2001-10-12") } ] }
+{ "id": 9521683, "id-copy": 9521683, "alias": "Tennille", "name": "TennilleHamilton", "user-since": datetime("2009-04-21T20:56:25.000"), "user-since-copy": datetime("2009-04-21T20:56:25.000"), "friend-ids": {{ 32048407, 3619952, 41652292, 45570368, 31678290, 11241324 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2010-10-15") } ] }
+{ "id": 9549610, "id-copy": 9549610, "alias": "Blossom", "name": "BlossomGreif", "user-since": datetime("2010-05-03T21:08:56.000"), "user-since-copy": datetime("2010-05-03T21:08:56.000"), "friend-ids": {{ 47791115, 42952282 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2011-12-25"), "end-date": date("2011-11-27") } ] }
+{ "id": 9556570, "id-copy": 9556570, "alias": "Kassandra", "name": "KassandraKern", "user-since": datetime("2010-12-03T15:29:12.000"), "user-since-copy": datetime("2010-12-03T15:29:12.000"), "friend-ids": {{ 35944118, 3024691, 43927521, 44121317, 29834404, 18626717, 47095811, 38438153, 30557309, 37143411, 41634172, 23338449, 30455300, 12009022, 26366377, 36381324, 25084236, 36521163, 20063914, 11419154, 40243010, 9336807, 3544397, 20455720 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2005-02-12") } ] }
+{ "id": 9574261, "id-copy": 9574261, "alias": "Kalysta", "name": "KalystaBeedell", "user-since": datetime("2010-01-27T14:57:31.000"), "user-since-copy": datetime("2010-01-27T14:57:31.000"), "friend-ids": {{ 5811189, 22155580, 41736564, 27399656, 40013573, 28340467, 45690668, 16097604, 9655169, 44870593 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2009-12-16"), "end-date": date("2010-10-22") } ] }
+{ "id": 9575338, "id-copy": 9575338, "alias": "Isabell", "name": "IsabellWain", "user-since": datetime("2011-07-05T12:26:43.000"), "user-since-copy": datetime("2011-07-05T12:26:43.000"), "friend-ids": {{ 42651024, 15652966, 27390748, 19369775, 44130969, 45269514, 210916, 36228917, 31857984, 11676544, 42752689, 14021599, 31749945, 9405328, 37567152, 17083209, 32654328, 39607403, 18699149, 37082017, 6059914, 881724 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2003-06-04") } ] }
+{ "id": 9577867, "id-copy": 9577867, "alias": "Lavette", "name": "LavetteSnyder", "user-since": datetime("2007-02-22T10:01:04.000"), "user-since-copy": datetime("2007-02-22T10:01:04.000"), "friend-ids": {{ 25749553, 31379974, 15118772, 38725424, 26760226, 8908746, 20299291, 20288328, 19659485, 22400738, 477700, 20253845, 12753420, 46016251, 29518581, 21898853, 19015599, 3455762, 19350275, 2630122 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2011-04-22") } ] }
+{ "id": 9598486, "id-copy": 9598486, "alias": "Grover", "name": "GroverNewbern", "user-since": datetime("2012-01-06T20:50:38.000"), "user-since-copy": datetime("2012-01-06T20:50:38.000"), "friend-ids": {{ 8389292, 25521744, 23387036, 38008541, 43673600, 23656679, 1401712, 39164079, 1810015, 20625744, 15651316, 23441546, 24572830, 19077921 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2009-07-28"), "end-date": date("2010-06-09") } ] }
+{ "id": 9599647, "id-copy": 9599647, "alias": "Alexandria", "name": "AlexandriaWade", "user-since": datetime("2012-06-25T06:48:48.000"), "user-since-copy": datetime("2012-06-25T06:48:48.000"), "friend-ids": {{ 20910866, 20843338, 8182424, 21070448, 43548111, 39370893, 26760127, 11135506 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2011-06-02") } ] }
+{ "id": 9635563, "id-copy": 9635563, "alias": "Tamsen", "name": "TamsenCowart", "user-since": datetime("2010-10-07T05:11:20.000"), "user-since-copy": datetime("2010-10-07T05:11:20.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2007-01-07") } ] }
+{ "id": 9636802, "id-copy": 9636802, "alias": "Gage", "name": "GageHair", "user-since": datetime("2011-01-23T22:31:49.000"), "user-since-copy": datetime("2011-01-23T22:31:49.000"), "friend-ids": {{ 46795684, 38195763, 25882078, 28871879, 5178144, 17683475, 43441471, 5427133, 13936915, 2608474, 9513798, 31041524, 557454, 22452168, 12948004, 16835098, 1151241, 37188687 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2000-05-02"), "end-date": date("2010-02-13") } ] }
+{ "id": 9638626, "id-copy": 9638626, "alias": "Hisako", "name": "HisakoEisaman", "user-since": datetime("2008-05-26T23:34:43.000"), "user-since-copy": datetime("2008-05-26T23:34:43.000"), "friend-ids": {{ 17773563, 18434504, 1082020, 40557107, 43294701, 1982610, 8259201, 47490886, 20044705, 35882471, 7297053, 17276976, 38660830, 36435103, 29511457, 3474864, 17100964, 23978369, 6260698, 17616437, 1617227, 18325960, 42613056 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2009-07-12") } ] }
+{ "id": 9690049, "id-copy": 9690049, "alias": "Ahmed", "name": "AhmedVinsant", "user-since": datetime("2009-12-24T23:10:10.000"), "user-since-copy": datetime("2009-12-24T23:10:10.000"), "friend-ids": {{ 9425379, 24773026, 47645199, 12718095, 32145472, 30931581, 11512330, 46898742, 26190870, 38985851, 40692118, 34327720, 47432207 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2002-05-26") } ] }
+{ "id": 9693988, "id-copy": 9693988, "alias": "Geordie", "name": "GeordieBunten", "user-since": datetime("2006-08-03T15:00:25.000"), "user-since-copy": datetime("2006-08-03T15:00:25.000"), "friend-ids": {{ 31987089, 15556815, 3656365, 35713356, 9573642, 38459850, 44400137, 44882118, 44921684, 47393814, 7869122, 35085016, 43725704, 17602789, 9966406, 20936803, 26425879, 41666932 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2007-01-20") } ] }
+{ "id": 9696160, "id-copy": 9696160, "alias": "Lawerence", "name": "LawerenceLudwig", "user-since": datetime("2005-09-04T07:08:01.000"), "user-since-copy": datetime("2005-09-04T07:08:01.000"), "friend-ids": {{ 33125788, 14719007, 35434564 }}, "employment": [ { "organization-name": "U-ron", "start-date": date("2001-02-02") } ] }
+{ "id": 9699673, "id-copy": 9699673, "alias": "Jim", "name": "JimPycroft", "user-since": datetime("2012-07-25T20:20:38.000"), "user-since-copy": datetime("2012-07-25T20:20:38.000"), "friend-ids": {{ 14858146, 47543880, 3186927, 38198580, 2365336, 5255886, 11178580, 41188272, 17623582, 6422949, 4405751, 12128017, 32409443, 38861849, 16511892, 24515731, 46665640, 40644816, 19341995, 44288533, 26148671 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2007-01-24"), "end-date": date("2009-12-16") } ] }
+{ "id": 9709663, "id-copy": 9709663, "alias": "Trevor", "name": "TrevorSell", "user-since": datetime("2008-08-28T18:18:54.000"), "user-since-copy": datetime("2008-08-28T18:18:54.000"), "friend-ids": {{ 13788189, 27667188, 588943, 1574745, 5763893, 19661124, 45630528, 47078471, 42976078, 32943975 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2007-07-04") } ] }
+{ "id": 9719995, "id-copy": 9719995, "alias": "Hazel", "name": "HazelKnopsnider", "user-since": datetime("2007-04-05T01:11:42.000"), "user-since-copy": datetime("2007-04-05T01:11:42.000"), "friend-ids": {{ 38515770, 23212874, 6000594, 27957554, 28093880, 3726628, 22800428, 42313894, 23190476, 18537188, 22083915, 43478674, 33364444, 19158958, 1590605, 36792931, 42057988, 33286729, 29580197, 25232028 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2008-09-28") } ] }
+{ "id": 9736855, "id-copy": 9736855, "alias": "Sudie", "name": "SudieAlbright", "user-since": datetime("2011-10-08T08:46:27.000"), "user-since-copy": datetime("2011-10-08T08:46:27.000"), "friend-ids": {{ 20506190, 13537252, 46211902, 4320089 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2004-12-07"), "end-date": date("2010-07-02") } ] }
+{ "id": 9752227, "id-copy": 9752227, "alias": "Audley", "name": "AudleyPeters", "user-since": datetime("2006-07-27T01:15:35.000"), "user-since-copy": datetime("2006-07-27T01:15:35.000"), "friend-ids": {{ 877448, 29611844, 2844046, 42493473, 28216181, 353847, 44172105, 36184409, 44010617 }}, "employment": [ { "organization-name": "Hot-tech", "start-date": date("2002-12-17") } ] }
+{ "id": 9760834, "id-copy": 9760834, "alias": "Lavette", "name": "LavettePirl", "user-since": datetime("2006-02-12T07:28:53.000"), "user-since-copy": datetime("2006-02-12T07:28:53.000"), "friend-ids": {{ 27450797, 36415787 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2002-09-20") } ] }
+{ "id": 9765517, "id-copy": 9765517, "alias": "Alexia", "name": "AlexiaTownsend", "user-since": datetime("2006-02-23T13:26:33.000"), "user-since-copy": datetime("2006-02-23T13:26:33.000"), "friend-ids": {{ 39892441, 43413199, 45070224, 46877180, 24247279, 26450737, 29111107, 46768934, 11833332, 25913646, 43063781 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2003-02-08") } ] }
+{ "id": 9774613, "id-copy": 9774613, "alias": "Kaycee", "name": "KayceeGeyer", "user-since": datetime("2008-12-19T06:09:36.000"), "user-since-copy": datetime("2008-12-19T06:09:36.000"), "friend-ids": {{ 35485847, 33668074, 21309976, 40428525, 40450508, 30804358, 1365381, 5197688, 37844952, 4076960, 28446817, 20696590, 23896488, 33454126, 21411087, 9300550, 12986775, 36731809, 47850175, 9503217, 22481614, 29556396, 15013896, 14407126 }}, "employment": [ { "organization-name": "Lexicone", "start-date": date("2001-03-23"), "end-date": date("2003-01-16") } ] }
+{ "id": 9784687, "id-copy": 9784687, "alias": "Larrie", "name": "LarrieStroh", "user-since": datetime("2005-12-03T13:45:30.000"), "user-since-copy": datetime("2005-12-03T13:45:30.000"), "friend-ids": {{ 38055237, 43436653, 21194063, 30405058, 7754813, 14616686, 3434657, 24778389, 5653770, 8600235, 44560871, 4379727, 32140404, 35445864, 24133933, 21379278, 45626842, 25710375, 25970333, 16831917 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2006-09-18") } ] }
+{ "id": 9809977, "id-copy": 9809977, "alias": "Kassandra", "name": "KassandraHarding", "user-since": datetime("2007-05-01T06:22:22.000"), "user-since-copy": datetime("2007-05-01T06:22:22.000"), "friend-ids": {{ 29945374, 38811992, 41372042, 28714909, 16897620, 5020268, 24134801, 26310926, 32871167, 18787983, 47295432, 31873694, 36300817, 42779931, 27486692 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2001-08-26") } ] }
+{ "id": 9812020, "id-copy": 9812020, "alias": "Elias", "name": "EliasBuck", "user-since": datetime("2012-08-03T07:52:34.000"), "user-since-copy": datetime("2012-08-03T07:52:34.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2008-07-05"), "end-date": date("2008-12-18") } ] }
+{ "id": 9842389, "id-copy": 9842389, "alias": "Nicolas", "name": "NicolasHynes", "user-since": datetime("2005-08-10T23:35:18.000"), "user-since-copy": datetime("2005-08-10T23:35:18.000"), "friend-ids": {{ 40180500, 33396487, 26907885, 4321366, 10229201, 41118923 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2006-10-23"), "end-date": date("2010-03-11") } ] }
+{ "id": 9854788, "id-copy": 9854788, "alias": "Mathilda", "name": "MathildaVanleer", "user-since": datetime("2007-01-05T08:45:07.000"), "user-since-copy": datetime("2007-01-05T08:45:07.000"), "friend-ids": {{ 20510022, 1353061, 24801201, 11438611, 30281530, 15596343, 29404248, 2024925, 3425369, 18530400 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2002-07-22"), "end-date": date("2011-02-24") } ] }
+{ "id": 9882241, "id-copy": 9882241, "alias": "Dillon", "name": "DillonSimpson", "user-since": datetime("2006-03-20T13:21:16.000"), "user-since-copy": datetime("2006-03-20T13:21:16.000"), "friend-ids": {{ 22747996, 6266176, 22832223, 30880579, 35481343, 48005259, 381757, 27560756, 6053858, 42532723, 33355330, 40374460, 39019469, 35869327 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2007-06-13"), "end-date": date("2011-08-15") } ] }
+{ "id": 9883165, "id-copy": 9883165, "alias": "Dean", "name": "DeanKern", "user-since": datetime("2005-11-02T13:10:37.000"), "user-since-copy": datetime("2005-11-02T13:10:37.000"), "friend-ids": {{ 33343261, 27280204, 31345192, 723310, 11949431, 4787422, 28427922, 11974873, 24553234, 19067609, 12178905, 38171944, 26832701, 47422914, 47782561, 26391811, 28206950, 17135029, 37069726, 40613638, 11509775 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2003-02-16"), "end-date": date("2009-12-16") } ] }
+{ "id": 9885289, "id-copy": 9885289, "alias": "Kayla", "name": "KaylaDugger", "user-since": datetime("2007-10-20T12:55:38.000"), "user-since-copy": datetime("2007-10-20T12:55:38.000"), "friend-ids": {{ 1821427, 46609485, 4532131 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2009-02-15"), "end-date": date("2009-11-17") } ] }
+{ "id": 9890854, "id-copy": 9890854, "alias": "Linwood", "name": "LinwoodBrown", "user-since": datetime("2005-09-09T12:38:00.000"), "user-since-copy": datetime("2005-09-09T12:38:00.000"), "friend-ids": {{ 13728190, 31562633, 3437344, 13841675, 38528685 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2006-05-08"), "end-date": date("2009-08-26") } ] }
+{ "id": 9897094, "id-copy": 9897094, "alias": "Raynard", "name": "RaynardWade", "user-since": datetime("2010-05-12T19:44:55.000"), "user-since-copy": datetime("2010-05-12T19:44:55.000"), "friend-ids": {{ 21246472, 34504200, 43744110, 30518742, 1016046, 17644601, 47173648, 11643135, 22382871, 38535297, 17156487, 30328939, 14770807, 9365820, 36893585, 30122942, 37610936, 44304872 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2004-02-18") } ] }
+{ "id": 9910003, "id-copy": 9910003, "alias": "Arline", "name": "ArlineElinor", "user-since": datetime("2012-07-20T16:57:36.000"), "user-since-copy": datetime("2012-07-20T16:57:36.000"), "friend-ids": {{ 34121202, 19342891, 45323168, 17272278, 6471047, 3726738, 48003127, 32423724, 38588754, 44816854, 13688032, 12876442 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2009-07-19"), "end-date": date("2009-04-17") } ] }
+{ "id": 9934939, "id-copy": 9934939, "alias": "Camilla", "name": "CamillaRhinehart", "user-since": datetime("2008-12-06T10:44:45.000"), "user-since-copy": datetime("2008-12-06T10:44:45.000"), "friend-ids": {{ 17020237, 36188716, 32765819, 20068359, 23060675, 16692600 }}, "employment": [ { "organization-name": "Ransaofan", "start-date": date("2012-04-05") } ] }
+{ "id": 9951325, "id-copy": 9951325, "alias": "Sarah", "name": "SarahRockwell", "user-since": datetime("2009-08-25T01:56:51.000"), "user-since-copy": datetime("2009-08-25T01:56:51.000"), "friend-ids": {{ 14846488, 32939876, 43509116, 36687501, 6496360, 47346160, 20558288, 21828060 }}, "employment": [ { "organization-name": "Quoline", "start-date": date("2002-11-18") } ] }
+{ "id": 9955486, "id-copy": 9955486, "alias": "Jerrod", "name": "JerrodBeach", "user-since": datetime("2007-04-18T07:24:36.000"), "user-since-copy": datetime("2007-04-18T07:24:36.000"), "friend-ids": {{ 9760902, 36268051, 11373781, 42337286, 41818514, 20451257, 23673069, 14313303, 6548991, 34820597, 17346574, 46871090, 263833, 38179383, 14434022 }}, "employment": [ { "organization-name": "Roundhex", "start-date": date("2003-09-01"), "end-date": date("2007-06-11") } ] }
+{ "id": 9958378, "id-copy": 9958378, "alias": "Floyd", "name": "FloydErrett", "user-since": datetime("2006-07-06T02:51:46.000"), "user-since-copy": datetime("2006-07-06T02:51:46.000"), "friend-ids": {{ 38108839, 44502073, 19244279, 45055684, 32489890, 25184431, 34275591, 47288414, 46973922, 28264345, 10024409, 4791958, 40576138, 33446414, 359486, 25595793, 25140170, 23149057, 47032976, 4283407 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2001-08-08") } ] }
+{ "id": 9959077, "id-copy": 9959077, "alias": "Josephine", "name": "JosephineLauffer", "user-since": datetime("2006-12-27T17:33:39.000"), "user-since-copy": datetime("2006-12-27T17:33:39.000"), "friend-ids": {{ 41423014, 33024139, 26147665, 14776436, 4726952, 12688804 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2001-03-26") } ] }
+{ "id": 9967888, "id-copy": 9967888, "alias": "Andrea", "name": "AndreaBerry", "user-since": datetime("2007-05-03T20:18:51.000"), "user-since-copy": datetime("2007-05-03T20:18:51.000"), "friend-ids": {{ 1106859, 38049440, 23056791, 16253206, 7727164, 19267641, 31798723, 30455164, 24738450, 15142413, 15111012, 3782070, 11502933, 44299958, 30277689, 3512757, 41960838, 7667284, 9192069, 12267931, 34901540, 20633036, 37186032, 1734718 }}, "employment": [ { "organization-name": "ganjalax", "start-date": date("2007-04-01"), "end-date": date("2011-09-07") } ] }
+{ "id": 9974485, "id-copy": 9974485, "alias": "Leo", "name": "LeoRawls", "user-since": datetime("2005-02-12T12:01:58.000"), "user-since-copy": datetime("2005-02-12T12:01:58.000"), "friend-ids": {{ 41189338, 33744557, 2485502, 8308490, 43237410 }}, "employment": [ { "organization-name": "itlab", "start-date": date("2002-11-05"), "end-date": date("2009-04-12") } ] }
+{ "id": 9996817, "id-copy": 9996817, "alias": "Vere", "name": "VereWilkerson", "user-since": datetime("2012-02-05T22:05:44.000"), "user-since-copy": datetime("2012-02-05T22:05:44.000"), "friend-ids": {{ 30010110, 31604568, 5741065, 29161468, 22429704, 16954129, 26525860, 1490181, 11444321, 24455724, 10411850, 39851031, 16059860, 32050795, 13116007, 12071588 }}, "employment": [ { "organization-name": "Ganjatax", "start-date": date("2004-11-04") } ] }
+{ "id": 10001410, "id-copy": 10001410, "alias": "Denzil", "name": "DenzilLedgerwood", "user-since": datetime("2006-12-24T10:56:58.000"), "user-since-copy": datetime("2006-12-24T10:56:58.000"), "friend-ids": {{ 25633920, 39748697, 3557647, 44396047, 25225495, 38723684, 5854330 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2000-08-14"), "end-date": date("2011-07-20") } ] }
+{ "id": 10017829, "id-copy": 10017829, "alias": "Adam", "name": "AdamTrovato", "user-since": datetime("2009-04-15T20:21:48.000"), "user-since-copy": datetime("2009-04-15T20:21:48.000"), "friend-ids": {{ 7572792, 20961281, 47727918, 25262896, 33740076, 14418354, 42807653, 34174665, 12459426, 28777106, 44409513, 39753872, 9172361, 36746114, 196755 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2007-09-25") } ] }
+{ "id": 10025086, "id-copy": 10025086, "alias": "Peggy", "name": "PeggyOlphert", "user-since": datetime("2009-06-24T16:14:48.000"), "user-since-copy": datetime("2009-06-24T16:14:48.000"), "friend-ids": {{ 13659719, 46045788, 35841713, 32392118, 24785179, 45483286, 47287227, 42691471, 7471992, 47671331, 25747076, 2368606, 34452743, 14570607, 31436760, 36423303, 31381129, 29414651, 10005587, 14082638, 13311890, 11592210, 1585557 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2008-07-20") } ] }
+{ "id": 10026061, "id-copy": 10026061, "alias": "Nonie", "name": "NonieChappel", "user-since": datetime("2007-06-22T10:06:38.000"), "user-since-copy": datetime("2007-06-22T10:06:38.000"), "friend-ids": {{ 38760716, 16809503, 6592849, 3736630, 32388289, 40487693, 27146403, 22621793, 35615399, 10839746, 693037, 25222841, 46448329, 40740448, 21652202, 30069817, 21957966 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2010-08-19"), "end-date": date("2010-08-17") } ] }
+{ "id": 10047001, "id-copy": 10047001, "alias": "Darcy", "name": "DarcyKava", "user-since": datetime("2012-02-25T17:16:18.000"), "user-since-copy": datetime("2012-02-25T17:16:18.000"), "friend-ids": {{ 15613341, 46557569, 20439965, 22442508, 32423739, 40757483, 36365324, 40706148, 12537361, 47741886, 24508947, 34168899, 10674474, 34285157, 28222068, 11113263 }}, "employment": [ { "organization-name": "kin-ron", "start-date": date("2008-01-27") } ] }
+{ "id": 10047373, "id-copy": 10047373, "alias": "Rexana", "name": "RexanaDennis", "user-since": datetime("2010-01-05T15:43:34.000"), "user-since-copy": datetime("2010-01-05T15:43:34.000"), "friend-ids": {{ 1594, 40130182 }}, "employment": [ { "organization-name": "freshdox", "start-date": date("2004-07-04"), "end-date": date("2007-12-28") } ] }
+{ "id": 10073002, "id-copy": 10073002, "alias": "Josefa", "name": "JosefaNewman", "user-since": datetime("2010-10-06T09:28:29.000"), "user-since-copy": datetime("2010-10-06T09:28:29.000"), "friend-ids": {{ 7549910, 7287709, 24063891, 41208589, 22325854, 16465930, 45067165, 42784968, 26414870, 16479308, 22681119, 40811475, 9603161, 23525416, 15131604, 4782290, 36997646, 35862360, 42008502, 438438, 25913601, 39300786, 15041382, 37410001 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2011-02-05"), "end-date": date("2011-10-24") } ] }
+{ "id": 10100707, "id-copy": 10100707, "alias": "Brittni", "name": "BrittniEaster", "user-since": datetime("2008-10-03T02:27:48.000"), "user-since-copy": datetime("2008-10-03T02:27:48.000"), "friend-ids": {{ 28725707, 8497950, 18892135, 1016149, 32023719, 34079976, 39582966, 15469248, 14059091, 6681733, 18398487, 41385960 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2006-04-21") } ] }
+{ "id": 10151953, "id-copy": 10151953, "alias": "Howard", "name": "HowardHoopengarner", "user-since": datetime("2006-07-23T01:43:57.000"), "user-since-copy": datetime("2006-07-23T01:43:57.000"), "friend-ids": {{ 32564548, 19333543, 27610653, 27936980, 7471201, 1353451, 30864511, 41582907, 22918030, 6011307, 21622284, 44695813, 34728110, 33062051, 29420834, 37472592, 3655974, 34618485, 21615748, 14107596, 15317302, 21805666, 4563480 }}, "employment": [ { "organization-name": "Doncare", "start-date": date("2012-06-08") } ] }
+{ "id": 10162495, "id-copy": 10162495, "alias": "Malina", "name": "MalinaTrout", "user-since": datetime("2006-12-19T12:12:55.000"), "user-since-copy": datetime("2006-12-19T12:12:55.000"), "friend-ids": {{ 40578475, 43374248, 7059820, 18838227, 45149295, 47680877, 11640348, 19081155, 9959453, 46807478, 45192583, 39333999, 4869981, 42888726, 32789666, 19653202 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2000-11-08") } ] }
+{ "id": 10166767, "id-copy": 10166767, "alias": "Leon", "name": "LeonWardle", "user-since": datetime("2008-05-19T07:05:45.000"), "user-since-copy": datetime("2008-05-19T07:05:45.000"), "friend-ids": {{ 41883510, 44504996, 36617462, 32609381, 11246739, 18717645, 32225763, 25136144, 18258339, 4951535, 40063362, 38810936, 1994155, 16613514, 25411748, 34221779, 44135463 }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2006-10-11") } ] }
+{ "id": 10173691, "id-copy": 10173691, "alias": "Elissa", "name": "ElissaWilliams", "user-since": datetime("2011-09-26T16:07:17.000"), "user-since-copy": datetime("2011-09-26T16:07:17.000"), "friend-ids": {{ 2526422 }}, "employment": [ { "organization-name": "Whitemedia", "start-date": date("2001-07-22") } ] }
+{ "id": 10190329, "id-copy": 10190329, "alias": "Rachyl", "name": "RachylAdams", "user-since": datetime("2005-08-25T14:09:48.000"), "user-since-copy": datetime("2005-08-25T14:09:48.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2002-11-17") } ] }
+{ "id": 10197700, "id-copy": 10197700, "alias": "Frederica", "name": "FredericaCherry", "user-since": datetime("2006-04-10T01:23:53.000"), "user-since-copy": datetime("2006-04-10T01:23:53.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-01-01"), "end-date": date("2009-07-14") } ] }
+{ "id": 10212385, "id-copy": 10212385, "alias": "Alice", "name": "AliceJones", "user-since": datetime("2009-05-16T16:08:03.000"), "user-since-copy": datetime("2009-05-16T16:08:03.000"), "friend-ids": {{ 4158604, 3204211, 21491737, 39619715, 9750334 }}, "employment": [ { "organization-name": "Viatechi", "start-date": date("2012-04-19") } ] }
+{ "id": 10241767, "id-copy": 10241767, "alias": "Lewin", "name": "LewinBurkett", "user-since": datetime("2008-03-24T21:09:05.000"), "user-since-copy": datetime("2008-03-24T21:09:05.000"), "friend-ids": {{ 5503, 32598090, 36950887, 22362781, 16089120, 30220805, 6197105, 44773004, 17924848, 36033966, 41338779, 38304288, 18528858, 6384026, 46633327, 18024168, 13983021, 7158391, 31922078, 1082072 }}, "employment": [ { "organization-name": "Salthex", "start-date": date("2004-02-17") } ] }
+{ "id": 10252147, "id-copy": 10252147, "alias": "Concha", "name": "ConchaMckinnon", "user-since": datetime("2009-12-21T03:27:35.000"), "user-since-copy": datetime("2009-12-21T03:27:35.000"), "friend-ids": {{ 8837048, 7758233, 2108777, 31062874, 34698247, 33766563, 10653492, 25103733, 24629375, 38758275, 37539109, 47252638, 41559516, 41883197, 9608881, 26501553, 39435548, 43307321, 46890131, 29908109 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2011-05-09") } ] }
+{ "id": 10261300, "id-copy": 10261300, "alias": "Nick", "name": "NickRohtin", "user-since": datetime("2007-01-24T17:56:52.000"), "user-since-copy": datetime("2007-01-24T17:56:52.000"), "friend-ids": {{ 37649902 }}, "employment": [ { "organization-name": "Solophase", "start-date": date("2004-03-06"), "end-date": date("2007-05-20") } ] }
+{ "id": 10270597, "id-copy": 10270597, "alias": "Ava", "name": "AvaTanner", "user-since": datetime("2010-04-23T11:49:39.000"), "user-since-copy": datetime("2010-04-23T11:49:39.000"), "friend-ids": {{ 38894360, 9403074, 25855965, 36511208, 4947767, 10318201, 3532083, 28684767, 22730535, 17994309, 21209113, 14980333, 5611975, 31951870, 16697364, 5033131, 13637894, 18107216, 9769275, 25479923, 15320268, 28897820, 22865104 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2011-04-12"), "end-date": date("2011-09-07") } ] }
+{ "id": 10272571, "id-copy": 10272571, "alias": "Jarrett", "name": "JarrettGoldvogel", "user-since": datetime("2010-04-28T23:24:22.000"), "user-since-copy": datetime("2010-04-28T23:24:22.000"), "friend-ids": {{ 47024505, 36647273, 32152567, 28239957, 11739703, 47515825, 17408763, 41224279, 41487670, 43339913 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2004-04-06"), "end-date": date("2010-02-14") } ] }
+{ "id": 10277731, "id-copy": 10277731, "alias": "Gallagher", "name": "GallagherMagor", "user-since": datetime("2007-07-02T07:37:02.000"), "user-since-copy": datetime("2007-07-02T07:37:02.000"), "friend-ids": {{ 22730683, 9352614, 42748868, 24014877, 21749502, 30751403, 41768964, 13317192, 31877814, 35318552, 26843471, 21232937, 11268529, 21902785 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-09-03") } ] }
+{ "id": 10278550, "id-copy": 10278550, "alias": "Parker", "name": "ParkerWinton", "user-since": datetime("2008-03-02T18:54:35.000"), "user-since-copy": datetime("2008-03-02T18:54:35.000"), "friend-ids": {{ 281420, 13481584, 25554653, 2922131, 15313837, 33567564, 20182917, 20143660, 35884326, 22038516, 183180 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2002-12-16"), "end-date": date("2010-08-04") } ] }
+{ "id": 10284583, "id-copy": 10284583, "alias": "Salal", "name": "SalalButterfill", "user-since": datetime("2011-02-05T13:39:36.000"), "user-since-copy": datetime("2011-02-05T13:39:36.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2008-08-10"), "end-date": date("2011-05-02") } ] }
+{ "id": 10298530, "id-copy": 10298530, "alias": "Natalee", "name": "NataleeBell", "user-since": datetime("2010-09-07T14:14:59.000"), "user-since-copy": datetime("2010-09-07T14:14:59.000"), "friend-ids": {{ 36077399, 47946678, 4189158, 42122618, 14179077, 26433248, 25903252, 23116624, 33542934, 1071320, 31914369, 28408518, 40811454, 19212473, 25057330, 42758915 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-02-17") } ] }
+{ "id": 10299298, "id-copy": 10299298, "alias": "Belinda", "name": "BelindaRockwell", "user-since": datetime("2005-03-08T07:13:05.000"), "user-since-copy": datetime("2005-03-08T07:13:05.000"), "friend-ids": {{ 31301282, 34653696, 23868758 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2008-08-19") } ] }
+{ "id": 10307155, "id-copy": 10307155, "alias": "Rhetta", "name": "RhettaGarneys", "user-since": datetime("2008-03-17T00:33:40.000"), "user-since-copy": datetime("2008-03-17T00:33:40.000"), "friend-ids": {{ 5658375, 40536479, 47961112, 28517297, 26103231, 32434876, 44285321, 44471686 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2006-06-07"), "end-date": date("2010-10-03") } ] }
+{ "id": 10390954, "id-copy": 10390954, "alias": "Lucinda", "name": "LucindaWatson", "user-since": datetime("2006-11-16T21:20:41.000"), "user-since-copy": datetime("2006-11-16T21:20:41.000"), "friend-ids": {{ 36017573, 9298650, 16054222, 21985420, 23378246, 30163820, 20942039, 28917630, 20851877, 41794807, 45887537, 39768986, 42476881, 5070921, 29487760, 24953551, 32065985, 16342096, 41522555, 41923127, 34675252, 10040601, 32604114, 23852658 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2009-03-14") } ] }
+{ "id": 10397017, "id-copy": 10397017, "alias": "Holly", "name": "HollyHatch", "user-since": datetime("2006-04-12T03:26:11.000"), "user-since-copy": datetime("2006-04-12T03:26:11.000"), "friend-ids": {{ 1504006, 21411501, 20934982, 24019384, 8634101, 25659178, 16581112, 2481631, 15544800 }}, "employment": [ { "organization-name": "linedexon", "start-date": date("2000-12-04") } ] }
+{ "id": 10405423, "id-copy": 10405423, "alias": "Pauletta", "name": "PaulettaGuess", "user-since": datetime("2007-06-11T02:54:36.000"), "user-since-copy": datetime("2007-06-11T02:54:36.000"), "friend-ids": {{ 14845791, 24263161, 2648994, 30766767, 10127359, 20706390 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2002-10-27") } ] }
+{ "id": 10412287, "id-copy": 10412287, "alias": "Wren", "name": "WrenElizabeth", "user-since": datetime("2009-06-25T07:26:48.000"), "user-since-copy": datetime("2009-06-25T07:26:48.000"), "friend-ids": {{ 23487913, 35496582, 14824955, 5998721, 10925419, 38937432, 6285652 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2012-07-20"), "end-date": date("2012-07-12") } ] }
+{ "id": 10464121, "id-copy": 10464121, "alias": "Enriqueta", "name": "EnriquetaHincken", "user-since": datetime("2005-11-19T09:43:20.000"), "user-since-copy": datetime("2005-11-19T09:43:20.000"), "friend-ids": {{ 31238269, 29421316, 14426443, 30128291, 9926275, 33523504, 19113054, 402505, 12662005, 36090974, 8733776, 18706660, 14174144, 46009221, 17906304, 41780430, 21807110, 22521282, 21492740, 34033053, 16784027, 11948555 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2008-09-23") } ] }
+{ "id": 10473718, "id-copy": 10473718, "alias": "Elissa", "name": "ElissaStainforth", "user-since": datetime("2007-06-20T07:46:54.000"), "user-since-copy": datetime("2007-06-20T07:46:54.000"), "friend-ids": {{ 1645948, 612724, 46091510, 32750261, 40622752, 10190250, 42030152, 28645649, 27513961 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2003-06-21"), "end-date": date("2011-09-05") } ] }
+{ "id": 10474273, "id-copy": 10474273, "alias": "Juliana", "name": "JulianaLing", "user-since": datetime("2005-05-04T20:58:12.000"), "user-since-copy": datetime("2005-05-04T20:58:12.000"), "friend-ids": {{ 8881381, 34113161, 15553599, 40081858, 12450920, 42147178, 568875, 11891228, 13309462, 39127120, 34765111, 19162279, 29505162, 891909, 33485893, 25658561, 36146447, 37027867, 39396759 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2008-03-03") } ] }
+{ "id": 10478512, "id-copy": 10478512, "alias": "Remona", "name": "RemonaPittman", "user-since": datetime("2007-06-19T12:20:07.000"), "user-since-copy": datetime("2007-06-19T12:20:07.000"), "friend-ids": {{ 12750727 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2001-02-02") } ] }
+{ "id": 10514428, "id-copy": 10514428, "alias": "Eliseo", "name": "EliseoHoffhants", "user-since": datetime("2012-08-24T08:40:51.000"), "user-since-copy": datetime("2012-08-24T08:40:51.000"), "friend-ids": {{ 45751891, 26026786, 24531389, 26239368, 34021241 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2010-03-01"), "end-date": date("2010-08-02") } ] }
+{ "id": 10532791, "id-copy": 10532791, "alias": "Byrne", "name": "ByrneLafortune", "user-since": datetime("2010-03-13T13:21:05.000"), "user-since-copy": datetime("2010-03-13T13:21:05.000"), "friend-ids": {{ 35020297, 40002497, 16857157, 47134232, 37864297, 31029450, 36968713, 36672267, 15503365, 43888732, 29395734, 35372186, 19093208, 21774877, 9785166, 22833579 }}, "employment": [ { "organization-name": "silfind", "start-date": date("2003-12-21") } ] }
+{ "id": 10577128, "id-copy": 10577128, "alias": "Charnette", "name": "CharnettePyle", "user-since": datetime("2008-08-20T21:25:22.000"), "user-since-copy": datetime("2008-08-20T21:25:22.000"), "friend-ids": {{ 30078840, 16315930, 12006652, 31984600, 12053254, 41773411, 43318427, 21592935, 40739515, 30608076, 21922300, 5687640 }}, "employment": [ { "organization-name": "Alphadax", "start-date": date("2001-11-25"), "end-date": date("2002-08-12") } ] }
+{ "id": 10594069, "id-copy": 10594069, "alias": "Clinton", "name": "ClintonMiller", "user-since": datetime("2007-03-12T05:19:19.000"), "user-since-copy": datetime("2007-03-12T05:19:19.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "itlab", "start-date": date("2010-06-06") } ] }
+{ "id": 10607341, "id-copy": 10607341, "alias": "Evander", "name": "EvanderPycroft", "user-since": datetime("2005-08-09T23:36:46.000"), "user-since-copy": datetime("2005-08-09T23:36:46.000"), "friend-ids": {{ 46200658, 38004155 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2004-06-13") } ] }
+{ "id": 10613617, "id-copy": 10613617, "alias": "Jeanie", "name": "JeanieEiford", "user-since": datetime("2007-02-09T12:16:09.000"), "user-since-copy": datetime("2007-02-09T12:16:09.000"), "friend-ids": {{ 24843944, 3651507, 25077638, 18662161, 46723847, 31558857, 11235682, 15640606, 31889112, 45342233, 25865191, 1530020, 39187188, 4939030, 19220487, 19619126, 25284665, 1206869, 40740763 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2001-07-22") } ] }
+{ "id": 10637896, "id-copy": 10637896, "alias": "Hiram", "name": "HiramRohtin", "user-since": datetime("2006-11-05T14:44:03.000"), "user-since-copy": datetime("2006-11-05T14:44:03.000"), "friend-ids": {{ 1387663, 11367203, 24828245 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2012-02-18"), "end-date": date("2012-02-12") } ] }
+{ "id": 10640851, "id-copy": 10640851, "alias": "Tabitha", "name": "TabithaWhitten", "user-since": datetime("2010-01-28T14:25:58.000"), "user-since-copy": datetime("2010-01-28T14:25:58.000"), "friend-ids": {{ 42792549, 5330514, 24582133, 43384590, 38083439, 31221232, 18064537, 21736064, 7919520, 18998284, 20165148, 28492287, 21987533, 23638155 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2006-06-18"), "end-date": date("2007-07-20") } ] }
+{ "id": 10655089, "id-copy": 10655089, "alias": "Quinn", "name": "QuinnHays", "user-since": datetime("2009-11-25T04:42:39.000"), "user-since-copy": datetime("2009-11-25T04:42:39.000"), "friend-ids": {{ 17385636, 24378500, 37614592, 32315940, 18046144, 45823175, 29709981, 28423306, 23783823, 10623867, 27782698 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2012-06-09") } ] }
+{ "id": 10714447, "id-copy": 10714447, "alias": "Leone", "name": "LeoneCoughenour", "user-since": datetime("2012-06-13T05:05:11.000"), "user-since-copy": datetime("2012-06-13T05:05:11.000"), "friend-ids": {{ 13098839, 21185838, 26566436, 37464340, 8086775, 37143068, 40377316, 39371296 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2005-04-16") } ] }
+{ "id": 10729942, "id-copy": 10729942, "alias": "Valda", "name": "ValdaFea", "user-since": datetime("2005-07-16T09:31:53.000"), "user-since-copy": datetime("2005-07-16T09:31:53.000"), "friend-ids": {{ 20145015, 42027050, 38819467, 3406065, 4977132, 47154979, 23685067 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2008-10-12") } ] }
+{ "id": 10754107, "id-copy": 10754107, "alias": "Jeri", "name": "JeriSanner", "user-since": datetime("2009-11-15T23:47:08.000"), "user-since-copy": datetime("2009-11-15T23:47:08.000"), "friend-ids": {{ 19868241, 28778419, 16761189, 28588239, 1592484, 41256056, 36550491, 10555328, 3086612, 37431116, 45976270 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2004-11-06") } ] }
+{ "id": 10760020, "id-copy": 10760020, "alias": "Emeline", "name": "EmelineCowher", "user-since": datetime("2006-03-11T07:02:10.000"), "user-since-copy": datetime("2006-03-11T07:02:10.000"), "friend-ids": {{ 2652618, 22247716, 39487944, 16288504, 8109009, 34390947, 2041892, 27800644, 5979423, 12674908 }}, "employment": [ { "organization-name": "sonstreet", "start-date": date("2007-12-26"), "end-date": date("2007-09-04") } ] }
+{ "id": 10766221, "id-copy": 10766221, "alias": "Rosalyn", "name": "RosalynBaxter", "user-since": datetime("2009-04-16T15:46:54.000"), "user-since-copy": datetime("2009-04-16T15:46:54.000"), "friend-ids": {{ 43759575, 1264811, 9906031, 21579594, 45786210, 14876191, 10711745, 25134652, 25426644, 29987806, 1953812, 29568099, 38860088, 7073296, 13746927, 11395655, 36208297, 25317651, 21356968 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2000-07-04") } ] }
+{ "id": 10800157, "id-copy": 10800157, "alias": "Tiara", "name": "TiaraFuhrer", "user-since": datetime("2010-05-24T21:52:36.000"), "user-since-copy": datetime("2010-05-24T21:52:36.000"), "friend-ids": {{ 34031723 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2003-03-18"), "end-date": date("2005-09-20") } ] }
+{ "id": 10824484, "id-copy": 10824484, "alias": "Linda", "name": "LindaStanfield", "user-since": datetime("2009-03-03T12:54:55.000"), "user-since-copy": datetime("2009-03-03T12:54:55.000"), "friend-ids": {{ 39164563, 20321780, 19901289, 37969494, 15051354, 42576590, 14550253, 33649901, 6008727, 17749643, 7792769, 18652053, 8565400, 43899372, 7433016, 42506713 }}, "employment": [ { "organization-name": "Techitechi", "start-date": date("2012-03-21") } ] }
+{ "id": 10835521, "id-copy": 10835521, "alias": "Margeret", "name": "MargeretEve", "user-since": datetime("2010-02-13T16:16:55.000"), "user-since-copy": datetime("2010-02-13T16:16:55.000"), "friend-ids": {{ 40363275, 44184724, 42855751, 10492711, 561147, 45516609, 38567828, 9695088, 40235757 }}, "employment": [ { "organization-name": "Kanelectrics", "start-date": date("2012-06-08"), "end-date": date("2012-06-27") } ] }
+{ "id": 10851595, "id-copy": 10851595, "alias": "Juan", "name": "JuanSoames", "user-since": datetime("2006-02-16T05:34:28.000"), "user-since-copy": datetime("2006-02-16T05:34:28.000"), "friend-ids": {{ 34589906, 8801547, 38357163, 39649840, 18254469, 38911658, 17825991, 26015024, 29742264, 13155934, 28459597, 34931012, 20376527 }}, "employment": [ { "organization-name": "Newhotplus", "start-date": date("2008-11-17"), "end-date": date("2009-01-13") } ] }
+{ "id": 10853926, "id-copy": 10853926, "alias": "Kennard", "name": "KennardGarland", "user-since": datetime("2007-11-28T20:40:40.000"), "user-since-copy": datetime("2007-11-28T20:40:40.000"), "friend-ids": {{ 47687855, 28575858 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2005-07-17") } ] }
+{ "id": 10861183, "id-copy": 10861183, "alias": "Zilla", "name": "ZillaOneal", "user-since": datetime("2008-03-12T23:37:18.000"), "user-since-copy": datetime("2008-03-12T23:37:18.000"), "friend-ids": {{ 26262188, 17172669, 43068853, 47767064, 34552281, 33602720, 35448839, 6347557, 11913432, 45186875, 10451537, 46881437, 27965706 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-09-03"), "end-date": date("2009-07-22") } ] }
+{ "id": 10867444, "id-copy": 10867444, "alias": "Tetty", "name": "TettyZundel", "user-since": datetime("2012-07-26T17:54:45.000"), "user-since-copy": datetime("2012-07-26T17:54:45.000"), "friend-ids": {{ 17830961, 13154371, 12005619, 15279158, 15766172, 3071670, 4314512, 29378453, 33264674, 32657723, 37875054, 6208013, 23310809, 11994927, 9787690, 25069760, 11104605, 44517542, 45829337, 26593992 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2001-09-25") } ] }
+{ "id": 10878898, "id-copy": 10878898, "alias": "Webster", "name": "WebsterCarr", "user-since": datetime("2006-07-28T21:17:56.000"), "user-since-copy": datetime("2006-07-28T21:17:56.000"), "friend-ids": {{ 11755002, 37594815, 4340697, 27424145, 22193377, 31509516, 31372689, 47386546, 30347891, 4070454, 18531894, 28306285, 14110568, 17830332 }}, "employment": [ { "organization-name": "Medflex", "start-date": date("2002-03-12") } ] }
+{ "id": 10882393, "id-copy": 10882393, "alias": "Erica", "name": "EricaHynes", "user-since": datetime("2006-09-16T16:39:05.000"), "user-since-copy": datetime("2006-09-16T16:39:05.000"), "friend-ids": {{ 23491370, 13390922, 19685128, 47763240, 9493285, 10823383, 45076071, 14858340, 12545499, 40367152, 2150593, 45723007, 21362425, 25435409, 776198, 8016739, 21691528, 21036410, 3131225, 20078710, 28405287, 15599245, 39126345, 36208574 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2012-05-14"), "end-date": date("2012-05-22") } ] }
+{ "id": 10883062, "id-copy": 10883062, "alias": "Lamar", "name": "LamarFelbrigge", "user-since": datetime("2005-02-12T03:19:28.000"), "user-since-copy": datetime("2005-02-12T03:19:28.000"), "friend-ids": {{ 26304238, 21048260, 26614197, 41153844, 17163890, 27772117, 26679939, 22001103, 46907785, 21321841, 46215643, 31285577, 14997749, 46997910, 44367495, 13858871, 20405288, 36784906, 33752927, 30769058, 43188289, 34006518, 23022696 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2012-06-16") } ] }
+{ "id": 10884241, "id-copy": 10884241, "alias": "Anamaria", "name": "AnamariaMoon", "user-since": datetime("2005-03-28T11:38:17.000"), "user-since-copy": datetime("2005-03-28T11:38:17.000"), "friend-ids": {{ 21445295, 42154978, 41608378, 3406391, 26013137, 45437958, 22377352, 26150886, 25726611, 31834547, 17506680, 22932063, 16700407, 22939810, 152978, 45307280, 42212660, 30124140, 9494103, 35217706, 41538534, 26586744, 26538590 }}, "employment": [ { "organization-name": "Newphase", "start-date": date("2011-09-10"), "end-date": date("2011-02-06") } ] }
+{ "id": 10889389, "id-copy": 10889389, "alias": "Roselyn", "name": "RoselynLlora", "user-since": datetime("2012-03-25T15:21:06.000"), "user-since-copy": datetime("2012-03-25T15:21:06.000"), "friend-ids": {{ 38921827, 1378686, 22284385, 17464785, 16302500, 47598267, 25016712, 11151378, 16381115, 16371401 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2005-12-02") } ] }
+{ "id": 10892830, "id-copy": 10892830, "alias": "Audrie", "name": "AudrieHawkins", "user-since": datetime("2011-11-19T00:51:33.000"), "user-since-copy": datetime("2011-11-19T00:51:33.000"), "friend-ids": {{ 8838768, 18321840, 16958648, 27000957, 19090823, 11772058, 18573458, 24662627, 27415154, 4998699, 44522833, 44994903, 6514403, 43833807, 38512495, 6964420, 11334788, 14298721, 25316052, 11632302 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2005-02-04") } ] }
+{ "id": 10901047, "id-copy": 10901047, "alias": "Salvador", "name": "SalvadorBynum", "user-since": datetime("2012-01-13T02:30:17.000"), "user-since-copy": datetime("2012-01-13T02:30:17.000"), "friend-ids": {{ 29122263, 27975257, 7988516, 9270552, 17837898, 42339445, 46097101, 32303800, 17233223, 10656090, 36709955, 17535336, 27157992, 30360627, 15304415, 28922979, 27243261, 9307382, 43171015, 31593421, 21246902, 40452339, 25735551, 23716187 }}, "employment": [ { "organization-name": "Striptaxon", "start-date": date("2010-11-27") } ] }
+{ "id": 10902049, "id-copy": 10902049, "alias": "Fae", "name": "FaeRing", "user-since": datetime("2008-06-15T12:54:57.000"), "user-since-copy": datetime("2008-06-15T12:54:57.000"), "friend-ids": {{ 2667467, 46445373, 11696423, 42003744, 47667382, 34088774, 4279683, 29934858, 21213543, 44195034, 38786294, 14946433, 38805114, 9972575, 3309290, 5324029, 32663319, 20577589, 9110909, 27272396, 47622938 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2007-11-15") } ] }
+{ "id": 10902649, "id-copy": 10902649, "alias": "Makenzie", "name": "MakenzieWerner", "user-since": datetime("2005-12-20T00:23:45.000"), "user-since-copy": datetime("2005-12-20T00:23:45.000"), "friend-ids": {{ 9011568, 38173487, 45649445, 11873586 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2000-01-06"), "end-date": date("2009-03-24") } ] }
+{ "id": 10907953, "id-copy": 10907953, "alias": "Wymond", "name": "WymondSnyder", "user-since": datetime("2006-02-25T03:33:22.000"), "user-since-copy": datetime("2006-02-25T03:33:22.000"), "friend-ids": {{ 16280602, 26846293, 39235173, 4686537, 30457440, 23649561, 34348317, 28099021, 1622222, 24073647, 4742953, 14925763, 17026705, 46257859, 22592244 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2012-07-22") } ] }
+{ "id": 10912441, "id-copy": 10912441, "alias": "Janae", "name": "JanaeErschoff", "user-since": datetime("2009-04-17T09:26:36.000"), "user-since-copy": datetime("2009-04-17T09:26:36.000"), "friend-ids": {{ 11445243, 13239218, 2302326, 37976140, 45374131, 14136536, 2051767, 7824391, 42808044, 41836900, 35275542, 33493951, 8497237, 42991362, 24049395, 32159562, 23378256, 4723574, 47010157 }}, "employment": [ { "organization-name": "zoomplus", "start-date": date("2012-04-20"), "end-date": date("2012-04-04") } ] }
+{ "id": 10931563, "id-copy": 10931563, "alias": "Laraine", "name": "LaraineCountryman", "user-since": datetime("2012-03-17T17:06:59.000"), "user-since-copy": datetime("2012-03-17T17:06:59.000"), "friend-ids": {{ 17266368, 75990, 37678426, 43207424, 37434492, 26338447, 33450799, 5401110, 44962643, 5514847 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2008-09-08") } ] }
+{ "id": 10931647, "id-copy": 10931647, "alias": "Bertina", "name": "BertinaStraub", "user-since": datetime("2011-05-25T19:21:43.000"), "user-since-copy": datetime("2011-05-25T19:21:43.000"), "friend-ids": {{ 12208030, 43810737, 43870253, 20720324, 7601394, 22266404, 21210273, 10076577, 25757258, 1909792, 26189079, 37799329, 24923233, 31687015, 37580896, 44906728, 46928405, 10679805, 14520239, 1690125, 37459202, 36684838, 30982356 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2011-02-17"), "end-date": date("2011-06-20") } ] }
+{ "id": 10933138, "id-copy": 10933138, "alias": "Gwendoline", "name": "GwendolineCypret", "user-since": datetime("2006-04-10T03:55:29.000"), "user-since-copy": datetime("2006-04-10T03:55:29.000"), "friend-ids": {{ 9996028, 18756914, 15079751, 34129343, 44558538, 25387070, 44250368, 37560291, 5178625, 10379959, 39639296, 8784216, 13429736, 22802431, 11154064, 2453387, 24748342, 34032462, 32570963, 4861587, 19421488, 10848442 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2008-12-24"), "end-date": date("2010-05-20") } ] }
+{ "id": 10943026, "id-copy": 10943026, "alias": "Raeburn", "name": "RaeburnAllshouse", "user-since": datetime("2008-08-26T04:51:27.000"), "user-since-copy": datetime("2008-08-26T04:51:27.000"), "friend-ids": {{ 6784667, 1651647, 45052591, 21630976, 20049039, 37839759, 38694475, 23340828, 8641638, 4568782, 35684305, 20895609, 2213341, 8612199, 14260231, 8621325, 21926952, 41656664, 45180955 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2007-09-28") } ] }
+{ "id": 10943104, "id-copy": 10943104, "alias": "Prudence", "name": "PrudencePriebe", "user-since": datetime("2006-04-27T21:00:43.000"), "user-since-copy": datetime("2006-04-27T21:00:43.000"), "friend-ids": {{ 43633941, 38710166, 34456560, 11324015, 21000755, 23356715, 21056830, 27295754 }}, "employment": [ { "organization-name": "Ontotanin", "start-date": date("2012-08-30") } ] }
+{ "id": 10951918, "id-copy": 10951918, "alias": "Doran", "name": "DoranBell", "user-since": datetime("2005-08-22T14:07:50.000"), "user-since-copy": datetime("2005-08-22T14:07:50.000"), "friend-ids": {{ 6952033, 22223086, 5858716, 35128893, 22115927, 5821006, 16264772, 4151991, 40384467, 19801357, 42871024, 46855275, 35241988, 17208259, 47420533, 25182232, 14247140, 19664015, 33132502, 47813026, 12819081, 29321093, 42851957, 30756972 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2012-01-22") } ] }
+{ "id": 10962466, "id-copy": 10962466, "alias": "Zoey", "name": "ZoeyCady", "user-since": datetime("2012-07-15T20:02:23.000"), "user-since-copy": datetime("2012-07-15T20:02:23.000"), "friend-ids": {{ 12726157, 268799, 29381478, 15699674, 1150948, 8000369, 41608951, 11382366, 770690, 25889785, 37815043, 40437016, 38679636, 32956275, 34853801 }}, "employment": [ { "organization-name": "Villa-dox", "start-date": date("2012-05-08") } ] }
+{ "id": 10972447, "id-copy": 10972447, "alias": "Loretta", "name": "LorettaBriggs", "user-since": datetime("2005-07-01T10:25:33.000"), "user-since-copy": datetime("2005-07-01T10:25:33.000"), "friend-ids": {{ 6898813, 6606991, 14092255, 9865734, 23960698, 47354873, 19345256 }}, "employment": [ { "organization-name": "Sanjodax", "start-date": date("2005-06-02") } ] }
+{ "id": 10993267, "id-copy": 10993267, "alias": "Esmund", "name": "EsmundDunkle", "user-since": datetime("2005-11-16T21:18:20.000"), "user-since-copy": datetime("2005-11-16T21:18:20.000"), "friend-ids": {{ 1277480, 11393524, 32336542, 41857626, 7807437, 25280677, 17518254, 7723810, 18423045, 11937236, 21507800 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2006-12-03"), "end-date": date("2011-11-26") } ] }
+{ "id": 11004067, "id-copy": 11004067, "alias": "Vickie", "name": "VickieRosenstiehl", "user-since": datetime("2012-04-15T02:37:43.000"), "user-since-copy": datetime("2012-04-15T02:37:43.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Inchex", "start-date": date("2012-08-01"), "end-date": date("2012-08-06") } ] }
+{ "id": 11007700, "id-copy": 11007700, "alias": "Elly", "name": "EllyWard", "user-since": datetime("2009-04-20T08:46:09.000"), "user-since-copy": datetime("2009-04-20T08:46:09.000"), "friend-ids": {{ 9712756, 6523354 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2007-12-07"), "end-date": date("2007-07-27") } ] }
+{ "id": 11015908, "id-copy": 11015908, "alias": "Giuseppe", "name": "GiuseppeWard", "user-since": datetime("2008-09-14T16:37:40.000"), "user-since-copy": datetime("2008-09-14T16:37:40.000"), "friend-ids": {{ 9972151, 40271551, 46207899, 29987388, 19876511, 47546614, 17051350, 1579198, 2151480, 26507940, 18177808, 25866392, 40253780 }}, "employment": [ { "organization-name": "Scotcity", "start-date": date("2008-02-24") } ] }
+{ "id": 11032186, "id-copy": 11032186, "alias": "Tabby", "name": "TabbySealis", "user-since": datetime("2007-12-10T21:45:46.000"), "user-since-copy": datetime("2007-12-10T21:45:46.000"), "friend-ids": {{ 8190058, 5089537, 18167034, 19113649, 38817127, 7644664, 12427817, 39615196, 11451538, 27188211, 27425673, 33084974, 10726858, 40696324, 41487982, 42282364, 17084607, 41647211, 40268195, 29075837, 41802984, 9719771, 29747340, 28103359 }}, "employment": [ { "organization-name": "Redelectronics", "start-date": date("2008-07-13"), "end-date": date("2010-12-04") } ] }
+{ "id": 11032477, "id-copy": 11032477, "alias": "Wilmer", "name": "WilmerWortman", "user-since": datetime("2007-06-03T19:27:24.000"), "user-since-copy": datetime("2007-06-03T19:27:24.000"), "friend-ids": {{ 18685187, 2599612, 27305395, 20825021, 20327586, 21301262, 29222955, 20377452, 11211553, 37446807, 20533832, 10098143, 43828837, 37254072, 46029810, 16401947, 7537056, 41738273, 4665729, 27400110, 146251, 14185116 }}, "employment": [ { "organization-name": "Transhigh", "start-date": date("2006-03-17"), "end-date": date("2011-08-03") } ] }
+{ "id": 11039716, "id-copy": 11039716, "alias": "Piedad", "name": "PiedadHowe", "user-since": datetime("2011-02-23T17:18:37.000"), "user-since-copy": datetime("2011-02-23T17:18:37.000"), "friend-ids": {{ 13323345 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2009-03-26"), "end-date": date("2009-06-17") } ] }
+{ "id": 11051014, "id-copy": 11051014, "alias": "Tad", "name": "TadWilson", "user-since": datetime("2011-05-05T14:48:34.000"), "user-since-copy": datetime("2011-05-05T14:48:34.000"), "friend-ids": {{ 42862096, 17517240, 8058482, 9927174, 4207109, 4924943, 11531213 }}, "employment": [ { "organization-name": "Canline", "start-date": date("2005-01-25"), "end-date": date("2010-11-14") } ] }
+{ "id": 11081539, "id-copy": 11081539, "alias": "Haidee", "name": "HaideeStyle", "user-since": datetime("2012-06-13T11:37:34.000"), "user-since-copy": datetime("2012-06-13T11:37:34.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2001-03-05"), "end-date": date("2003-11-17") } ] }
+{ "id": 11090788, "id-copy": 11090788, "alias": "Randy", "name": "RandyClose", "user-since": datetime("2005-07-26T19:29:20.000"), "user-since-copy": datetime("2005-07-26T19:29:20.000"), "friend-ids": {{ 43392502, 7581874, 13279708, 16989391, 32340594, 7048512, 33084049, 16279611, 21735714, 23485799, 18185370, 43945382, 41653020, 13517043, 35395274, 24133848, 15355027, 4752815, 15007500, 25733540, 2114558, 37909789, 2805493, 16521087 }}, "employment": [ { "organization-name": "Voltlane", "start-date": date("2004-09-14") } ] }
+{ "id": 11092324, "id-copy": 11092324, "alias": "Paul", "name": "PaulOneal", "user-since": datetime("2006-11-20T10:50:19.000"), "user-since-copy": datetime("2006-11-20T10:50:19.000"), "friend-ids": {{ 44707820, 20249424, 18862268, 32895394, 29899430 }}, "employment": [ { "organization-name": "Vivaace", "start-date": date("2003-01-06") } ] }
+{ "id": 11097556, "id-copy": 11097556, "alias": "Tia", "name": "TiaHair", "user-since": datetime("2010-10-28T01:21:36.000"), "user-since-copy": datetime("2010-10-28T01:21:36.000"), "friend-ids": {{ 19746022, 42650092, 45679457, 43873545, 5490025, 42900988, 32855768, 20717716, 15007194, 23035301, 24322095, 27796211, 27751858, 4726224, 5570083, 18421959, 28424121, 22311092, 13781420, 18215783, 19934706, 18408890, 24792739, 4022527 }}, "employment": [ { "organization-name": "Trustbam", "start-date": date("2003-04-03") } ] }
+{ "id": 11103856, "id-copy": 11103856, "alias": "Dennise", "name": "DenniseGarland", "user-since": datetime("2008-10-19T11:09:14.000"), "user-since-copy": datetime("2008-10-19T11:09:14.000"), "friend-ids": {{ 2613052, 4777379, 29911213, 30822813, 44182985, 803163, 32630608, 7433428, 43625503, 19274272, 20950244, 21434389, 44059623, 40416129, 47937344, 12392360 }}, "employment": [ { "organization-name": "whitestreet", "start-date": date("2005-04-10"), "end-date": date("2005-07-26") } ] }
+{ "id": 11113168, "id-copy": 11113168, "alias": "Daphne", "name": "DaphneHindman", "user-since": datetime("2011-11-09T02:55:42.000"), "user-since-copy": datetime("2011-11-09T02:55:42.000"), "friend-ids": {{ 194785, 11696942, 23072861, 37052204, 17574763, 14099428, 44155581 }}, "employment": [ { "organization-name": "Basecone", "start-date": date("2002-07-16"), "end-date": date("2006-11-08") } ] }
+{ "id": 11140483, "id-copy": 11140483, "alias": "Nena", "name": "NenaBullard", "user-since": datetime("2008-02-23T10:24:08.000"), "user-since-copy": datetime("2008-02-23T10:24:08.000"), "friend-ids": {{ 26438400, 45201681, 12155417, 43414633, 14267296, 40906639, 8768744, 46840439, 43848021, 24521652, 41247005, 44999926, 13062334, 47731182 }}, "employment": [ { "organization-name": "Sancone", "start-date": date("2001-05-16") } ] }
+{ "id": 11152162, "id-copy": 11152162, "alias": "Tennille", "name": "TennilleGongaware", "user-since": datetime("2008-12-22T17:22:19.000"), "user-since-copy": datetime("2008-12-22T17:22:19.000"), "friend-ids": {{ 38167013, 48016045, 45757020, 26256748, 14740496, 36818162, 43284365, 29637839, 30820213, 535748, 31611626 }}, "employment": [ { "organization-name": "Newcom", "start-date": date("2005-07-27") } ] }
+{ "id": 11162977, "id-copy": 11162977, "alias": "Orson", "name": "OrsonFlick", "user-since": datetime("2010-02-17T21:05:53.000"), "user-since-copy": datetime("2010-02-17T21:05:53.000"), "friend-ids": {{ 12213318, 19062680, 20035734, 5154338, 24649936, 30379574, 38611249, 36143038, 13393939, 14976281, 34963200, 4510968, 45722224, 18820241 }}, "employment": [ { "organization-name": "Strongtone", "start-date": date("2001-03-14"), "end-date": date("2001-10-15") } ] }
+{ "id": 11174689, "id-copy": 11174689, "alias": "Thao", "name": "ThaoBrandenburg", "user-since": datetime("2012-04-21T05:25:58.000"), "user-since-copy": datetime("2012-04-21T05:25:58.000"), "friend-ids": {{ 37540210, 3918403, 33043564, 33664166 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2001-08-22"), "end-date": date("2004-11-19") } ] }
+{ "id": 11175613, "id-copy": 11175613, "alias": "Cuthbert", "name": "CuthbertHoover", "user-since": datetime("2008-04-25T01:12:49.000"), "user-since-copy": datetime("2008-04-25T01:12:49.000"), "friend-ids": {{ 27333562, 43896730, 6549030, 19576014, 4728367, 15430069, 22146931, 44593208, 14070342, 27801009, 6735368, 35798322, 47213791, 2388166 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2004-07-18") } ] }
+{ "id": 11188879, "id-copy": 11188879, "alias": "Corrie", "name": "CorrieOsterwise", "user-since": datetime("2011-01-20T21:11:19.000"), "user-since-copy": datetime("2011-01-20T21:11:19.000"), "friend-ids": {{ 47499393, 41394452, 27330253, 14958477, 14558879, 47694640, 28440147, 3437209, 40720108, 26390443 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2007-08-28") } ] }
+{ "id": 11209297, "id-copy": 11209297, "alias": "Merlin", "name": "MerlinLambert", "user-since": datetime("2012-07-01T09:30:07.000"), "user-since-copy": datetime("2012-07-01T09:30:07.000"), "friend-ids": {{ 28451212, 22119974, 1386726, 20860479, 37160852, 38281524, 17165711, 41076637, 19118162 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2012-06-26"), "end-date": date("2012-06-09") } ] }
+{ "id": 11216260, "id-copy": 11216260, "alias": "Randy", "name": "RandyEckhardstein", "user-since": datetime("2006-12-05T07:09:34.000"), "user-since-copy": datetime("2006-12-05T07:09:34.000"), "friend-ids": {{ 39744737, 14315897, 1342674, 1761832, 41393930, 21351330, 17845632, 39034426, 15297881, 11656496, 11376855 }}, "employment": [ { "organization-name": "Unijobam", "start-date": date("2009-12-19") } ] }
+{ "id": 11224090, "id-copy": 11224090, "alias": "Alayna", "name": "AlaynaHay", "user-since": datetime("2008-12-27T11:44:03.000"), "user-since-copy": datetime("2008-12-27T11:44:03.000"), "friend-ids": {{ 9220004, 31827642, 27616881, 26175415, 43152043, 36272681, 669731, 40783516, 31718359, 47123044, 24487696, 31178381, 39602057, 2619975, 27562896, 29215321, 35104306, 909466, 18897009, 35295634 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2003-02-01"), "end-date": date("2007-02-07") } ] }
+{ "id": 11226055, "id-copy": 11226055, "alias": "Tony", "name": "TonyBowman", "user-since": datetime("2011-06-27T19:37:38.000"), "user-since-copy": datetime("2011-06-27T19:37:38.000"), "friend-ids": {{ 38143523, 845148, 17273955, 5476646, 28032520, 29082922, 26004648, 7037738, 34413190, 22897549, 19873990, 22338498, 10902206, 43469888, 21968875, 5127825, 11962760, 43764181, 20623302, 23901531, 3402018, 15386752, 30847912, 205201 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-09-13"), "end-date": date("2011-01-10") } ] }
+{ "id": 11250445, "id-copy": 11250445, "alias": "Charlie", "name": "CharlieHaynes", "user-since": datetime("2009-06-08T22:50:05.000"), "user-since-copy": datetime("2009-06-08T22:50:05.000"), "friend-ids": {{ 18548568, 33185990, 25924893, 44738376, 17285644, 30895698, 40664753, 45663520, 13757940, 46543434, 27472319, 7112791, 45257808, 29363383, 24726693, 39990597, 36277676, 6623887, 42795972, 29019649, 22035134, 1362080, 9071131 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2008-02-21"), "end-date": date("2009-12-28") } ] }
+{ "id": 11268778, "id-copy": 11268778, "alias": "Chuck", "name": "ChuckRamos", "user-since": datetime("2005-09-24T12:19:57.000"), "user-since-copy": datetime("2005-09-24T12:19:57.000"), "friend-ids": {{ 2142650, 15399676, 40659179, 32507535, 32269323, 46947373, 46293990, 4237301, 41447393, 21345670, 47299716, 8515646, 27204593, 6676856, 21757183, 13647535, 28951520, 23198255, 1618106, 18189425, 46835891, 7056692, 26622607 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2004-06-24"), "end-date": date("2006-01-05") } ] }
+{ "id": 11269867, "id-copy": 11269867, "alias": "Bettye", "name": "BettyeTeagarden", "user-since": datetime("2006-02-15T08:28:04.000"), "user-since-copy": datetime("2006-02-15T08:28:04.000"), "friend-ids": {{ 3227122, 9086278, 26175058, 16380287, 15179776, 6343969, 15198730, 7420831, 38504400, 5337815, 35914644, 42885098, 2521174, 43359140, 17884442, 3131060, 35723204, 14956242, 78003, 7455524, 3371831, 46465463, 9947087 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2000-07-21"), "end-date": date("2007-10-28") } ] }
+{ "id": 11272591, "id-copy": 11272591, "alias": "Caris", "name": "CarisCatleay", "user-since": datetime("2007-01-27T07:35:12.000"), "user-since-copy": datetime("2007-01-27T07:35:12.000"), "friend-ids": {{ 26014944 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2012-07-15"), "end-date": date("2012-07-01") } ] }
+{ "id": 11306677, "id-copy": 11306677, "alias": "Chong", "name": "ChongPawle", "user-since": datetime("2007-09-13T00:31:41.000"), "user-since-copy": datetime("2007-09-13T00:31:41.000"), "friend-ids": {{ 11341417, 23669364, 41504484, 29889550, 268223, 26888454, 43915376, 23795433, 14021648, 25630355, 19831181, 15828987 }}, "employment": [ { "organization-name": "Fax-fax", "start-date": date("2011-01-06"), "end-date": date("2011-10-06") } ] }
+{ "id": 11309383, "id-copy": 11309383, "alias": "Lyn", "name": "LynKnapp", "user-since": datetime("2010-07-21T15:29:58.000"), "user-since-copy": datetime("2010-07-21T15:29:58.000"), "friend-ids": {{ 27610153 }}, "employment": [ { "organization-name": "Tanzumbam", "start-date": date("2012-08-28"), "end-date": date("2012-08-29") } ] }
+{ "id": 11335972, "id-copy": 11335972, "alias": "Emmett", "name": "EmmettBaxter", "user-since": datetime("2008-04-25T01:22:30.000"), "user-since-copy": datetime("2008-04-25T01:22:30.000"), "friend-ids": {{ 23133373, 28796661, 13045317, 34201656, 44749284, 42654826, 988887, 5039257, 18280226, 30366668, 22387991, 32676638, 24149069, 6307083, 17556069, 16687473, 4101198, 41964241, 39245728 }}, "employment": [ { "organization-name": "Greencare", "start-date": date("2004-11-22") } ] }
+{ "id": 11347261, "id-copy": 11347261, "alias": "Linda", "name": "LindaBaldwin", "user-since": datetime("2010-04-21T08:05:44.000"), "user-since-copy": datetime("2010-04-21T08:05:44.000"), "friend-ids": {{ 1423464, 7534626, 19522889, 25132532, 19933077, 36713596, 31725151, 46644015, 17758352, 37356325, 43714985, 29437022, 21616894, 32487769, 18527683, 32632034, 5598064, 47187635, 23490346 }}, "employment": [ { "organization-name": "overtech", "start-date": date("2005-06-22"), "end-date": date("2007-02-18") } ] }
+{ "id": 11348356, "id-copy": 11348356, "alias": "Chery", "name": "CherySandford", "user-since": datetime("2011-04-23T21:22:21.000"), "user-since-copy": datetime("2011-04-23T21:22:21.000"), "friend-ids": {{ 14076544, 42221517 }}, "employment": [ { "organization-name": "Freshfix", "start-date": date("2000-07-25") } ] }
+{ "id": 11350432, "id-copy": 11350432, "alias": "Fletcher", "name": "FletcherRowley", "user-since": datetime("2012-01-22T12:30:57.000"), "user-since-copy": datetime("2012-01-22T12:30:57.000"), "friend-ids": {{ 43655299, 46172971, 29175610, 22537183, 30612976, 21304031, 40531272, 6719806, 42232806, 18593968, 29334159 }}, "employment": [ { "organization-name": "highfax", "start-date": date("2002-02-17"), "end-date": date("2011-03-16") } ] }
+{ "id": 11403742, "id-copy": 11403742, "alias": "Neil", "name": "NeilHobbs", "user-since": datetime("2012-02-26T07:07:17.000"), "user-since-copy": datetime("2012-02-26T07:07:17.000"), "friend-ids": {{ 28387528, 39844931, 32868894, 45540524, 35239986, 44255870, 20859099 }}, "employment": [ { "organization-name": "Fix-touch", "start-date": date("2008-11-28"), "end-date": date("2009-06-01") } ] }
+{ "id": 11405905, "id-copy": 11405905, "alias": "Maria", "name": "MariaMoore", "user-since": datetime("2010-05-22T22:23:16.000"), "user-since-copy": datetime("2010-05-22T22:23:16.000"), "friend-ids": {{ 31883861, 37245457, 28570944, 34781997, 8502652, 44653970, 20757487, 13575261, 13950179, 14347829, 35701908, 35781889, 12226908, 35939258, 5106463, 43910072, 10696743, 21876393, 2309465, 1889615 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2008-03-27") } ] }
+{ "id": 11417455, "id-copy": 11417455, "alias": "Malka", "name": "MalkaWilkinson", "user-since": datetime("2012-04-11T17:22:49.000"), "user-since-copy": datetime("2012-04-11T17:22:49.000"), "friend-ids": {{ 29261780, 13274200, 41060932, 8851180, 34769837, 3296096, 19488423, 41776348, 44518076, 16669411, 19983817, 26799511, 16166476, 31396373, 4090033, 37968801, 36665813 }}, "employment": [ { "organization-name": "Icerunin", "start-date": date("2004-03-12") } ] }
+{ "id": 11423752, "id-copy": 11423752, "alias": "Eliott", "name": "EliottRoche", "user-since": datetime("2007-07-01T04:36:16.000"), "user-since-copy": datetime("2007-07-01T04:36:16.000"), "friend-ids": {{ 34273508, 10643569, 13667612, 19808579, 46658485, 43209365, 7962014, 24567991, 25086057 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2005-11-26") } ] }
+{ "id": 11424097, "id-copy": 11424097, "alias": "Vernie", "name": "VernieWynter", "user-since": datetime("2009-02-15T02:35:16.000"), "user-since-copy": datetime("2009-02-15T02:35:16.000"), "friend-ids": {{ 41874621, 26330221, 38930134, 39892396, 42859035, 8165423, 36128938, 5692990, 28144348, 40741492 }}, "employment": [ { "organization-name": "Tranzap", "start-date": date("2002-04-06") } ] }
+{ "id": 11437771, "id-copy": 11437771, "alias": "Brittani", "name": "BrittaniMoore", "user-since": datetime("2007-11-16T20:56:35.000"), "user-since-copy": datetime("2007-11-16T20:56:35.000"), "friend-ids": {{ 30502334, 18483492, 37360877, 25153720, 9181228, 28352241, 37928337, 13522608, 20974146, 30187156, 22832401, 20899789, 44606652, 3333090, 39581573, 34303132, 33802071, 27053375, 32467186, 40213342, 37254307, 7275338, 2622767 }}, "employment": [ { "organization-name": "Quadlane", "start-date": date("2010-02-07") } ] }
+{ "id": 11463820, "id-copy": 11463820, "alias": "Gaye", "name": "GayeWelty", "user-since": datetime("2005-01-04T14:32:34.000"), "user-since-copy": datetime("2005-01-04T14:32:34.000"), "friend-ids": {{ 44428980, 1291384, 10830264, 2433795, 17582948, 17416624, 21578025, 14538036, 41470487, 34384402, 42863727, 35119046, 35673193, 14814350, 29380258, 30253821, 41180218, 13945680, 15533641, 26510747 }}, "employment": [ { "organization-name": "Hexsanhex", "start-date": date("2011-03-01"), "end-date": date("2011-09-13") } ] }
+{ "id": 11489143, "id-copy": 11489143, "alias": "Clover", "name": "CloverWest", "user-since": datetime("2012-04-14T13:56:22.000"), "user-since-copy": datetime("2012-04-14T13:56:22.000"), "friend-ids": {{ 14606516, 25835971, 10555192, 4853088, 43631398, 45670230, 43866490, 25690294, 22040370, 7047997, 3374421, 34831455, 31517002, 2998558, 40893307, 40067725, 1601716, 43041725, 8953042, 33848939 }}, "employment": [ { "organization-name": "Xx-drill", "start-date": date("2005-02-03"), "end-date": date("2006-06-26") } ] }
+{ "id": 11518480, "id-copy": 11518480, "alias": "Amada", "name": "AmadaTanner", "user-since": datetime("2006-05-06T12:27:31.000"), "user-since-copy": datetime("2006-05-06T12:27:31.000"), "friend-ids": {{  }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2002-04-02") } ] }
+{ "id": 11525302, "id-copy": 11525302, "alias": "Marissa", "name": "MarissaEndsley", "user-since": datetime("2006-09-26T08:55:36.000"), "user-since-copy": datetime("2006-09-26T08:55:36.000"), "friend-ids": {{ 35476434, 12502442, 19198691, 35401830, 14414490, 11372357, 28886265, 3490052, 13587860, 8127851, 20732439, 44816539, 6616740, 12785784, 16907259, 10942007, 26207, 21026660, 39284170, 25761798, 20688453, 45805952, 15912564 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-10-07"), "end-date": date("2010-09-09") } ] }
+{ "id": 11559262, "id-copy": 11559262, "alias": "Herb", "name": "HerbPaul", "user-since": datetime("2011-04-09T22:23:26.000"), "user-since-copy": datetime("2011-04-09T22:23:26.000"), "friend-ids": {{ 46915837, 26659094 }}, "employment": [ { "organization-name": "Qvohouse", "start-date": date("2011-07-05"), "end-date": date("2011-07-07") } ] }
+{ "id": 11570386, "id-copy": 11570386, "alias": "Hollis", "name": "HollisIseman", "user-since": datetime("2009-07-11T12:26:25.000"), "user-since-copy": datetime("2009-07-11T12:26:25.000"), "friend-ids": {{ 28136044, 6945424, 35390131, 12649451, 38331381, 30399822, 47834313 }}, "employment": [ { "organization-name": "subtam", "start-date": date("2011-02-12") } ] }
+{ "id": 11570617, "id-copy": 11570617, "alias": "Deshawn", "name": "DeshawnBashline", "user-since": datetime("2006-04-14T01:05:38.000"), "user-since-copy": datetime("2006-04-14T01:05:38.000"), "friend-ids": {{ 9319940, 45556479, 44222390, 22928539, 27909778, 21162548, 8657905, 15375082, 38338906, 21416203, 7519884, 30405265, 32148274, 35560776, 29973785, 19277384, 44256954, 40425041, 30328494, 39977803, 40280359, 3079013, 18841024, 23001903 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2009-02-14") } ] }
+{ "id": 11571085, "id-copy": 11571085, "alias": "Reina", "name": "ReinaWheeler", "user-since": datetime("2010-04-28T08:05:29.000"), "user-since-copy": datetime("2010-04-28T08:05:29.000"), "friend-ids": {{ 25357083, 40592075, 10585644, 33173927, 42515085 }}, "employment": [ { "organization-name": "Zununoing", "start-date": date("2000-08-03") } ] }
+{ "id": 11571217, "id-copy": 11571217, "alias": "Modesto", "name": "ModestoPark", "user-since": datetime("2006-01-18T06:28:01.000"), "user-since-copy": datetime("2006-01-18T06:28:01.000"), "friend-ids": {{ 3765450, 13287809, 17696557, 32161653, 46823306, 2818286, 38794110, 24894266, 33129431, 26474332, 9356762, 38679272, 40502952, 34470547, 30005230, 32074010, 38611550 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2001-09-01"), "end-date": date("2003-04-11") } ] }
+{ "id": 11595592, "id-copy": 11595592, "alias": "Bert", "name": "BertAtkinson", "user-since": datetime("2011-09-03T07:24:42.000"), "user-since-copy": datetime("2011-09-03T07:24:42.000"), "friend-ids": {{ 36724561, 45824456, 33567747, 21400268, 11419574, 47463040, 6480088, 45216774, 26857982, 7140352, 1884512, 29610211, 2626672, 41371388, 43582371, 42445087, 14734124, 3580372, 40134022 }}, "employment": [ { "organization-name": "Keytech", "start-date": date("2006-06-27"), "end-date": date("2007-06-07") } ] }
+{ "id": 11617963, "id-copy": 11617963, "alias": "Sherry", "name": "SherryPirl", "user-since": datetime("2010-08-26T06:37:30.000"), "user-since-copy": datetime("2010-08-26T06:37:30.000"), "friend-ids": {{ 30179664, 7140787, 14622079, 5810238, 32189583, 17103583 }}, "employment": [ { "organization-name": "Statcode", "start-date": date("2000-02-07"), "end-date": date("2004-11-24") } ] }
+{ "id": 11637820, "id-copy": 11637820, "alias": "Aislin", "name": "AislinPyle", "user-since": datetime("2005-01-04T00:11:51.000"), "user-since-copy": datetime("2005-01-04T00:11:51.000"), "friend-ids": {{ 17232277, 46376966, 22503632, 14771156, 37550654, 3930020, 7116826, 38303815, 30210948, 10532544, 44382464, 32051602 }}, "employment": [ { "organization-name": "Mathtech", "start-date": date("2004-05-06") } ] }
+{ "id": 11642026, "id-copy": 11642026, "alias": "Brenden", "name": "BrendenLucy", "user-since": datetime("2010-09-18T13:14:17.000"), "user-since-copy": datetime("2010-09-18T13:14:17.000"), "friend-ids": {{ 4037044, 13420154, 10023579, 7611523, 10090302, 36514218, 24369151, 10481696, 341494 }}, "employment": [ { "organization-name": "Latsonity", "start-date": date("2007-07-05") } ] }
+{ "id": 11646016, "id-copy": 11646016, "alias": "Millard", "name": "MillardCribbs", "user-since": datetime("2012-07-01T13:28:56.000"), "user-since-copy": datetime("2012-07-01T13:28:56.000"), "friend-ids": {{ 29358027, 24800104, 1146956, 29116484, 12223225, 6324161, 46576675 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2004-04-28") } ] }
+{ "id": 11670331, "id-copy": 11670331, "alias": "Deetta", "name": "DeettaCrom", "user-since": datetime("2008-04-01T00:12:47.000"), "user-since-copy": datetime("2008-04-01T00:12:47.000"), "friend-ids": {{ 34871046, 45366633, 40484162, 45505621, 47279131, 5464046, 18435436, 24937987, 18253019, 5870229, 46379232, 13988659, 37921800, 2085103, 21652843, 4802881, 11658526, 40771399, 32938488, 8409007, 27179341, 4496744 }}, "employment": [ { "organization-name": "Dancode", "start-date": date("2003-10-21"), "end-date": date("2008-06-06") } ] }
+{ "id": 11670739, "id-copy": 11670739, "alias": "Rudyard", "name": "RudyardErrett", "user-since": datetime("2005-03-08T18:26:12.000"), "user-since-copy": datetime("2005-03-08T18:26:12.000"), "friend-ids": {{ 13253132, 38903405, 45479471, 11551894, 44803858, 34016119, 2477206, 27909363, 2584557, 29078732, 13687500, 1038800, 14467502, 3369722, 11731177, 15702876, 37034289, 21943459 }}, "employment": [ { "organization-name": "Indiex", "start-date": date("2011-01-20") } ] }
+{ "id": 11672578, "id-copy": 11672578, "alias": "Juli", "name": "JuliMcclymonds", "user-since": datetime("2010-07-17T13:53:57.000"), "user-since-copy": datetime("2010-07-17T13:53:57.000"), "friend-ids": {{ 16548983, 7350585, 44497037 }}, "employment": [ { "organization-name": "Groovetex", "start-date": date("2003-05-23"), "end-date": date("2009-08-01") } ] }
+{ "id": 11678242, "id-copy": 11678242, "alias": "Andy", "name": "AndyPritchard", "user-since": datetime("2008-05-26T06:52:12.000"), "user-since-copy": datetime("2008-05-26T06:52:12.000"), "friend-ids": {{ 24351029, 7396495, 11653891, 24314059, 17256129, 19177689, 23024021, 15135862, 9201238, 24204194 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2004-02-06"), "end-date": date("2011-10-22") } ] }
+{ "id": 11697754, "id-copy": 11697754, "alias": "Jeanette", "name": "JeanetteBullard", "user-since": datetime("2005-11-20T09:56:59.000"), "user-since-copy": datetime("2005-11-20T09:56:59.000"), "friend-ids": {{ 22439123, 42241829, 21396058, 6050318, 4951741, 4940964, 22719195, 21108984, 1496059, 41986346, 20838301, 34979646, 19524886, 6383593, 37747505, 26787944, 45486736, 7537516 }}, "employment": [ { "organization-name": "Inchdox", "start-date": date("2006-02-20") } ] }
+{ "id": 11755633, "id-copy": 11755633, "alias": "Amina", "name": "AminaBurkett", "user-since": datetime("2012-03-22T02:05:59.000"), "user-since-copy": datetime("2012-03-22T02:05:59.000"), "friend-ids": {{ 18177270, 40223354, 29458819, 37905784, 43047863, 2679271, 9768971, 32443429, 37829920, 35493852, 28086857, 11910843, 31003179, 40873211, 42786132, 44388462 }}, "employment": [ { "organization-name": "Tanzimcare", "start-date": date("2009-11-21"), "end-date": date("2011-03-16") } ] }
+{ "id": 11780581, "id-copy": 11780581, "alias": "Simona", "name": "SimonaDrumm", "user-since": datetime("2010-09-10T00:03:56.000"), "user-since-copy": datetime("2010-09-10T00:03:56.000"), "friend-ids": {{ 14930223, 14107902, 18276584, 12824637, 44738306, 252529, 17504815, 26802467, 33312123, 15516170, 9060069, 42300993, 15746839, 61844, 1966381, 31284798, 40145954, 31282156, 15764470, 9894586, 41833755 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-03-27") } ] }
+{ "id": 11788096, "id-copy": 11788096, "alias": "Camie", "name": "CamieCressman", "user-since": datetime("2007-10-25T23:38:14.000"), "user-since-copy": datetime("2007-10-25T23:38:14.000"), "friend-ids": {{ 29310801, 37328820, 47367940, 36796774, 21244245, 7126676, 8254586, 47578674, 39514952, 33623672, 12854915, 6679164, 44128364, 44434013, 20530444, 12243267 }}, "employment": [ { "organization-name": "Opeelectronics", "start-date": date("2000-06-20") } ] }
+{ "id": 11791471, "id-copy": 11791471, "alias": "Robt", "name": "RobtChristman", "user-since": datetime("2009-08-08T21:01:18.000"), "user-since-copy": datetime("2009-08-08T21:01:18.000"), "friend-ids": {{ 9265036, 17976405, 32435071, 7236713, 21936800, 42691957, 35478695, 40052609, 14063303, 43864025, 1254074, 39237113, 11307270, 37061951, 17360733, 21102633, 21364546, 35445000, 44857867 }}, "employment": [ { "organization-name": "Tripplelane", "start-date": date("2008-01-02"), "end-date": date("2010-05-19") } ] }
+{ "id": 11809528, "id-copy": 11809528, "alias": "Donya", "name": "DonyaNash", "user-since": datetime("2008-06-09T09:42:48.000"), "user-since-copy": datetime("2008-06-09T09:42:48.000"), "friend-ids": {{ 25365000, 20270987, 39083310, 16364767, 1960249, 39747742, 17169019, 780802, 37012712, 27956954, 35502958, 10600365, 38247667, 47815777, 25182855, 13670701, 27795853, 24952265 }}, "employment": [ { "organization-name": "Goldcity", "start-date": date("2011-10-15") } ] }
+{ "id": 11830822, "id-copy": 11830822, "alias": "Lincoln", "name": "LincolnFuchs", "user-since": datetime("2008-01-22T19:08:51.000"), "user-since-copy": datetime("2008-01-22T19:08:51.000"), "friend-ids": {{ 29014579, 29789039, 2225447, 37872940, 37026231, 3223799, 40601178 }}, "employment": [ { "organization-name": "Villa-tech", "start-date": date("2006-01-14"), "end-date": date("2010-04-24") } ] }
+{ "id": 11867464, "id-copy": 11867464, "alias": "Emmerson", "name": "EmmersonMoore", "user-since": datetime("2006-12-26T00:15:40.000"), "user-since-copy": datetime("2006-12-26T00:15:40.000"), "friend-ids": {{ 5310233, 16498267, 12436996, 24801626, 44135326, 45729147, 6922158, 25920138, 16324404, 30272475, 22873357, 720070, 9722837, 29718785, 5402637, 287196, 32557949 }}, "employment": [ { "organization-name": "tresline", "start-date": date("2007-06-16"), "end-date": date("2007-02-05") } ] }
+{ "id": 11912419, "id-copy": 11912419, "alias": "Wallis", "name": "WallisFuchs", "user-since": datetime("2012-01-07T08:13:18.000"), "user-since-copy": datetime("2012-01-07T08:13:18.000"), "friend-ids": {{ 11115387, 19639311, 33957302, 8746808, 20140328, 35866755, 29492622, 24246926, 14412186, 1610423, 1139443, 23667812, 6972455, 18354247, 7072427, 43742595, 20711654, 7179925, 66544, 12066267, 8914321, 35602734 }}, "employment": [ { "organization-name": "Fixdintex", "start-date": date("2008-10-23"), "end-date": date("2008-06-18") } ] }
+{ "id": 11918764, "id-copy": 11918764, "alias": "Jamison", "name": "JamisonKnight", "user-since": datetime("2012-02-28T12:46:09.000"), "user-since-copy": datetime("2012-02-28T12:46:09.000"), "friend-ids": {{ 5296309, 37783012, 18620712, 8255206, 10270999, 47361618, 39691488, 33528430, 22926601, 12751125, 34000354, 32638692, 19461108, 9760202, 30157968, 265361, 24683869, 19612648, 29021437, 40094162 }}, "employment": [ { "organization-name": "Dandamace", "start-date": date("2003-04-16"), "end-date": date("2011-08-28") } ] }
+{ "id": 11934781, "id-copy": 11934781, "alias": "Titus", "name": "TitusGertraht", "user-since": datetime("2011-05-02T12:41:28.000"), "user-since-copy": datetime("2011-05-02T12:41:28.000"), "friend-ids": {{ 32699552, 17016611, 46281182, 32515791, 12860342, 22463323, 33042577, 4477908, 37152051, 5462628, 45666108, 42424199, 44831639, 44546969, 30686685, 40580034 }}, "employment": [ { "organization-name": "Coneflex", "start-date": date("2000-04-16") } ] }
+{ "id": 11945014, "id-copy": 11945014, "alias": "Lavern", "name": "LavernRahl", "user-since": datetime("2005-08-13T08:07:58.000"), "user-since-copy": datetime("2005-08-13T08:07:58.000"), "friend-ids": {{ 15127940, 37543274, 13877909, 8961585, 13712343, 38178056, 21469501, 2994082, 24368304, 33508930, 41765591, 37858577, 42295002 }}, "employment": [ { "organization-name": "U-electrics", "start-date": date("2001-07-20") } ] }
+{ "id": 11951098, "id-copy": 11951098, "alias": "Tera", "name": "TeraByers", "user-since": datetime("2012-08-03T19:41:26.000"), "user-since-copy": datetime("2012-08-03T19:41:26.000"), "friend-ids": {{ 15537238, 13699967, 10587728, 23542817, 12703626, 25024772, 19223339, 5547239, 42576945, 27351017, 22726496, 25268071, 4361323, 24631578, 38669047, 44781738, 34646381 }}, "employment": [ { "organization-name": "Sublamdox", "start-date": date("2008-01-04"), "end-date": date("2011-01-14") } ] }
+{ "id": 11957011, "id-copy": 11957011, "alias": "Frannie", "name": "FrannieRoose", "user-since": datetime("2007-04-05T18:00:20.000"), "user-since-copy": datetime("2007-04-05T18:00:20.000"), "friend-ids": {{ 9114095, 4905395, 41862236, 21901856, 39479601, 4025127, 1517878, 16698416, 10853001, 18625728, 15395201, 17825510, 40384476, 18779630, 1832149, 41381869, 40010653, 21121933, 18598397, 12806945, 11465558 }}, "employment": [ { "organization-name": "Y-geohex", "start-date": date("2006-12-22") } ] }
+{ "id": 11965318, "id-copy": 11965318, "alias": "Donella", "name": "DonellaPriebe", "user-since": datetime("2010-10-25T19:45:41.000"), "user-since-copy": datetime("2010-10-25T19:45:41.000"), "friend-ids": {{ 40521325 }}, "employment": [ { "organization-name": "Doublezone", "start-date": date("2010-11-19"), "end-date": date("2011-08-18") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.4.adm
index fab2047..8d89e67 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.4.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.4.adm
@@ -1,3 +1,9 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 2 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 3 ] }
+{ "values": [ 4 ] }
+{ "values": [ 7 ] }
 { "values": [ 555, 5 ] }
 { "values": [ 888, 8 ] }
 { "values": [ 999, 9 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.5.adm
index fab2047..8d89e67 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.5.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.5.adm
@@ -1,3 +1,9 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 2 ] }
+{ "values": [ null, 6 ] }
+{ "values": [ 3 ] }
+{ "values": [ 4 ] }
+{ "values": [ 7 ] }
 { "values": [ 555, 5 ] }
 { "values": [ 888, 8 ] }
 { "values": [ 999, 9 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.6.adm
index 761a8fc..3f68b53 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.6.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.6.adm
@@ -1 +1,3 @@
+{ "values": [ null, 1 ] }
+{ "values": [ 2 ] }
 { "values": [ 888, 8 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.8.adm
index 85c91e6..50f4b46 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.8.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/insert_nulls_with_secondary_idx/insert_nulls_with_secondary_idx.8.adm
@@ -1,3 +1,9 @@
+{ "values": [ null, 1 ] }
+{ "values": [ null, 7 ] }
+{ "values": [ null, 9 ] }
+{ "values": [ 3 ] }
+{ "values": [ 6 ] }
+{ "values": [ 8 ] }
 { "values": [ 222, 2 ] }
 { "values": [ 444, 4 ] }
 { "values": [ 555, 5 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/metadata_only_02/metadata_only_02.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/metadata_only_02/metadata_only_02.2.adm
new file mode 100644
index 0000000..743bb8a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/metadata_only_02/metadata_only_02.2.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "test1", "SynonymName": "syn1" }
+{ "DataverseName": "test2", "SynonymName": "syn2" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/query-ASTERIXDB-1531/query-ASTERIXDB-1531.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/query-ASTERIXDB-1531/query-ASTERIXDB-1531.3.adm
index 9dbec6e..28ad77c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/query-ASTERIXDB-1531/query-ASTERIXDB-1531.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/query-ASTERIXDB-1531/query-ASTERIXDB-1531.3.adm
@@ -1,12 +1,12 @@
-{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
-{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
-{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
-{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
-{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
+{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
+{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/string_eq_01/string_eq_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/string_eq_01/string_eq_01.1.adm
index 17477c1..58e48d8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/string_eq_01/string_eq_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/string_eq_01/string_eq_01.1.adm
@@ -1 +1 @@
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.2.adm
new file mode 100644
index 0000000..00cf01e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.2.adm
@@ -0,0 +1,3 @@
+{ "r": 0 }
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.3.adm
new file mode 100644
index 0000000..c746a5a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/multipart-dataverse/view_1/view_1.3.adm
@@ -0,0 +1,2 @@
+{ "DataverseName": "x/y", "DatasetName": "vy", "Dependencies": [ [ [ "x/z", "vz" ] ], [  ], [  ] ] }
+{ "DataverseName": "x/z", "DatasetName": "vz", "Dependencies": [ [  ], [  ], [  ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/delete-from-loaded-dataset-with-index/delete-from-loaded-dataset-with-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/delete-from-loaded-dataset-with-index/delete-from-loaded-dataset-with-index.1.adm
index 79cf3f6..64fb87e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/delete-from-loaded-dataset-with-index/delete-from-loaded-dataset-with-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/delete-from-loaded-dataset-with-index/delete-from-loaded-dataset-with-index.1.adm
@@ -1,4 +1,4 @@
-{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
-{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
+{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-empty-dataset-with-index/insert-into-empty-dataset-with-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-empty-dataset-with-index/insert-into-empty-dataset-with-index.1.adm
index 221f0c2..24abd7f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-empty-dataset-with-index/insert-into-empty-dataset-with-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-empty-dataset-with-index/insert-into-empty-dataset-with-index.1.adm
@@ -1 +1 @@
-{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_01/insert-into-loaded-dataset-with-index_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_01/insert-into-loaded-dataset-with-index_01.1.adm
index c5ef3e1..a8a3f2f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_01/insert-into-loaded-dataset-with-index_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_01/insert-into-loaded-dataset-with-index_01.1.adm
@@ -1,7 +1,7 @@
-{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_02/insert-into-loaded-dataset-with-index_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_02/insert-into-loaded-dataset-with-index_02.1.adm
index 8e47a65..2f397b5 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_02/insert-into-loaded-dataset-with-index_02.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/insert-into-loaded-dataset-with-index_02/insert-into-loaded-dataset-with-index_02.1.adm
@@ -1,4 +1,4 @@
-{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
-{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-index/load-with-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-index/load-with-index.1.adm
index f278c1c..14841c8 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-index/load-with-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-index/load-with-index.1.adm
@@ -1,4 +1,4 @@
-{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("32.84,67.14") }, "tweetid": 2, "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("47.51,83.99") }, "tweetid": 6, "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
-{ "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "sender-location": point("36.21,72.6") }, "tweetid": 7, "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
-{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("29.15,76.53") }, "tweetid": 10, "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("32.84,67.14") }, "tweetid": 2, "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("47.51,83.99") }, "tweetid": 6, "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "sender-location": point("36.21,72.6") }, "tweetid": 7, "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("29.15,76.53") }, "tweetid": 10, "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-ngram-index/load-with-ngram-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-ngram-index/load-with-ngram-index.1.adm
index 49b3840..5937906 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-ngram-index/load-with-ngram-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-ngram-index/load-with-ngram-index.1.adm
@@ -1,6 +1,6 @@
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("47.44,80.65") }, "tweetid": 1, "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("40.09,92.69") }, "tweetid": 5, "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("46.05,93.34") }, "tweetid": 8, "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("47.44,80.65") }, "tweetid": 1, "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("40.09,92.69") }, "tweetid": 5, "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("46.05,93.34") }, "tweetid": 8, "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-rtree-index/load-with-rtree-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-rtree-index/load-with-rtree-index.1.adm
index 1acaf44..eac8946 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-rtree-index/load-with-rtree-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-rtree-index/load-with-rtree-index.1.adm
@@ -1,7 +1,7 @@
-{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("32.84,67.14") }, "tweetid": 2, "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "sender-location": point("36.21,72.6") }, "tweetid": 7, "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
-{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("29.15,76.53") }, "tweetid": 10, "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649, "sender-location": point("37.59,68.42") }, "tweetid": 11, "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
+{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("32.84,67.14") }, "tweetid": 2, "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "sender-location": point("36.21,72.6") }, "tweetid": 7, "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159, "sender-location": point("29.15,76.53") }, "tweetid": 10, "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649, "sender-location": point("37.59,68.42") }, "tweetid": 11, "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-word-index/load-with-word-index.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-word-index/load-with-word-index.1.adm
index 49b3840..5937906 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-word-index/load-with-word-index.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/nested-index-dml/load-with-word-index/load-with-word-index.1.adm
@@ -1,6 +1,6 @@
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("47.44,80.65") }, "tweetid": 1, "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("40.09,92.69") }, "tweetid": 5, "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("46.05,93.34") }, "tweetid": 8, "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("47.44,80.65") }, "tweetid": 1, "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("29.72,75.8") }, "tweetid": 3, "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("39.28,70.48") }, "tweetid": 4, "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("40.09,92.69") }, "tweetid": 5, "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("46.05,93.34") }, "tweetid": 8, "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416, "sender-location": point("36.86,74.62") }, "tweetid": 9, "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.1.adm
new file mode 100644
index 0000000..18cf1ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.1.adm
@@ -0,0 +1,20 @@
+{ "c": 9 }
+{ "b": null, "c": 11 }
+{ "b": 5, "c": 10 }
+{ "b": 6, "c": 12 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": 8, "c": 16 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.10.adm
new file mode 100644
index 0000000..8c27a90
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.10.adm
@@ -0,0 +1,20 @@
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.11.adm
new file mode 100644
index 0000000..db745b0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.11.adm
@@ -0,0 +1,20 @@
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.12.adm
new file mode 100644
index 0000000..69dbeb6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.12.adm
@@ -0,0 +1,20 @@
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.13.adm
new file mode 100644
index 0000000..cab4536
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.13.adm
@@ -0,0 +1,20 @@
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.14.adm
new file mode 100644
index 0000000..2206ce8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.14.adm
@@ -0,0 +1,20 @@
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.15.adm
new file mode 100644
index 0000000..2206ce8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.15.adm
@@ -0,0 +1,20 @@
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.2.adm
new file mode 100644
index 0000000..18cf1ed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.2.adm
@@ -0,0 +1,20 @@
+{ "c": 9 }
+{ "b": null, "c": 11 }
+{ "b": 5, "c": 10 }
+{ "b": 6, "c": 12 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": 8, "c": 16 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.3.adm
new file mode 100644
index 0000000..ab6cbad
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.3.adm
@@ -0,0 +1,20 @@
+{ "b": 5, "c": 10 }
+{ "b": 6, "c": 12 }
+{ "c": 9 }
+{ "b": null, "c": 11 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": null, "c": 15 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.4.adm
new file mode 100644
index 0000000..b9c2916
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.4.adm
@@ -0,0 +1,20 @@
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "c": 9 }
+{ "b": null, "c": 11 }
+{ "b": 5, "c": 10 }
+{ "b": 6, "c": 12 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": 4, "c": 8 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.5.adm
new file mode 100644
index 0000000..867353f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.5.adm
@@ -0,0 +1,20 @@
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": null, "c": 15 }
+{ "b": 5, "c": 10 }
+{ "b": 6, "c": 12 }
+{ "c": 9 }
+{ "b": null, "c": 11 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": null, "c": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.6.adm
new file mode 100644
index 0000000..ebe21d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.6.adm
@@ -0,0 +1,20 @@
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.7.adm
new file mode 100644
index 0000000..8c68e70
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.7.adm
@@ -0,0 +1,20 @@
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.8.adm
new file mode 100644
index 0000000..ebe21d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.8.adm
@@ -0,0 +1,20 @@
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.9.adm
new file mode 100644
index 0000000..c5a3c81
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-2/order-by-2.9.adm
@@ -0,0 +1,20 @@
+{ "a": 1, "b": null, "c": 3 }
+{ "a": 1, "c": 1 }
+{ "a": 1, "b": 2, "c": 4 }
+{ "a": 1, "b": 1, "c": 2 }
+{ "a": 3.0, "b": null, "c": 19 }
+{ "a": 3.0, "c": 17 }
+{ "a": 3.0, "b": 10, "c": 20 }
+{ "a": 3.0, "b": 9, "c": 18 }
+{ "a": "1", "b": null, "c": 15 }
+{ "a": "1", "c": 13 }
+{ "a": "1", "b": 8, "c": 16 }
+{ "a": "1", "b": 7, "c": 14 }
+{ "b": null, "c": 11 }
+{ "c": 9 }
+{ "b": 6, "c": 12 }
+{ "b": 5, "c": 10 }
+{ "a": null, "b": null, "c": 7 }
+{ "a": null, "c": 5 }
+{ "a": null, "b": 4, "c": 8 }
+{ "a": null, "b": 3, "c": 6 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.adm
new file mode 100644
index 0000000..bb1aaeb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.10.adm
@@ -0,0 +1,20 @@
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.adm
new file mode 100644
index 0000000..8e493f8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.11.adm
@@ -0,0 +1,20 @@
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.adm
new file mode 100644
index 0000000..5889e26
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.12.adm
@@ -0,0 +1,20 @@
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.adm
new file mode 100644
index 0000000..737cf1b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.13.adm
@@ -0,0 +1,20 @@
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 11, "b": null }
+{ "c": 9 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.adm
new file mode 100644
index 0000000..7b9f08e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.14.adm
@@ -0,0 +1,20 @@
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.adm
new file mode 100644
index 0000000..65b9dde
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.15.adm
@@ -0,0 +1,20 @@
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.adm
new file mode 100644
index 0000000..f9cc447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.16.adm
@@ -0,0 +1,20 @@
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.adm
new file mode 100644
index 0000000..f9cc447
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.17.adm
@@ -0,0 +1,20 @@
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.adm
new file mode 100644
index 0000000..462070c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.3.adm
@@ -0,0 +1,20 @@
+{ "c": 9 }
+{ "c": 11, "b": null }
+{ "c": 10, "b": 5 }
+{ "c": 12, "b": 6 }
+{ "c": 5, "a": null }
+{ "c": 7, "a": null, "b": null }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 1, "a": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 17, "a": 3.0 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 13, "a": "1" }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 16, "a": "1", "b": 8 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.adm
new file mode 100644
index 0000000..462070c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.4.adm
@@ -0,0 +1,20 @@
+{ "c": 9 }
+{ "c": 11, "b": null }
+{ "c": 10, "b": 5 }
+{ "c": 12, "b": 6 }
+{ "c": 5, "a": null }
+{ "c": 7, "a": null, "b": null }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 1, "a": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 17, "a": 3.0 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 13, "a": "1" }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 16, "a": "1", "b": 8 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.adm
new file mode 100644
index 0000000..ca31db4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.5.adm
@@ -0,0 +1,20 @@
+{ "c": 10, "b": 5 }
+{ "c": 12, "b": 6 }
+{ "c": 9 }
+{ "c": 11, "b": null }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 5, "a": null }
+{ "c": 7, "a": null, "b": null }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 1, "a": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 17, "a": 3.0 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 13, "a": "1" }
+{ "c": 15, "a": "1", "b": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.adm
new file mode 100644
index 0000000..336b3bf
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.6.adm
@@ -0,0 +1,20 @@
+{ "c": 1, "a": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 17, "a": 3.0 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 13, "a": "1" }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 9 }
+{ "c": 11, "b": null }
+{ "c": 10, "b": 5 }
+{ "c": 12, "b": 6 }
+{ "c": 5, "a": null }
+{ "c": 7, "a": null, "b": null }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 8, "a": null, "b": 4 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.adm
new file mode 100644
index 0000000..833b380
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.7.adm
@@ -0,0 +1,20 @@
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 1, "a": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 17, "a": 3.0 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 13, "a": "1" }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 10, "b": 5 }
+{ "c": 12, "b": 6 }
+{ "c": 9 }
+{ "c": 11, "b": null }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 5, "a": null }
+{ "c": 7, "a": null, "b": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.adm
new file mode 100644
index 0000000..bb1aaeb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.8.adm
@@ -0,0 +1,20 @@
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.adm
new file mode 100644
index 0000000..9ed9734
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset-2/order-by-from-dataset-2.9.adm
@@ -0,0 +1,20 @@
+{ "c": 11, "b": null }
+{ "c": 9 }
+{ "c": 12, "b": 6 }
+{ "c": 10, "b": 5 }
+{ "c": 7, "a": null, "b": null }
+{ "c": 5, "a": null }
+{ "c": 8, "a": null, "b": 4 }
+{ "c": 6, "a": null, "b": 3 }
+{ "c": 3, "a": 1, "b": null }
+{ "c": 1, "a": 1 }
+{ "c": 4, "a": 1, "b": 2 }
+{ "c": 2, "a": 1, "b": 1 }
+{ "c": 19, "a": 3.0, "b": null }
+{ "c": 17, "a": 3.0 }
+{ "c": 20, "a": 3.0, "b": 10 }
+{ "c": 18, "a": 3.0, "b": 9 }
+{ "c": 15, "a": "1", "b": null }
+{ "c": 13, "a": "1" }
+{ "c": 16, "a": "1", "b": 8 }
+{ "c": 14, "a": "1", "b": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.3.adm
similarity index 100%
rename from asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.1.adm
rename to asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.3.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.4.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.1.adm
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.4.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.5.adm
new file mode 100644
index 0000000..78c3ef4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.5.adm
@@ -0,0 +1,5 @@
+{ "b": 2, "a": 1 }
+{ "b": 9, "a": 3.0 }
+{ "b": 8, "a": "1" }
+{ "b": 4 }
+{ "b": 7, "a": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.6.adm
new file mode 100644
index 0000000..5e6cb57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.6.adm
@@ -0,0 +1,5 @@
+{ "b": 8, "a": "1" }
+{ "b": 9, "a": 3.0 }
+{ "b": 2, "a": 1 }
+{ "b": 7, "a": null }
+{ "b": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.7.adm
new file mode 100644
index 0000000..7c3f599
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.7.adm
@@ -0,0 +1,5 @@
+{ "b": 7, "a": null }
+{ "b": 4 }
+{ "b": 8, "a": "1" }
+{ "b": 9, "a": 3.0 }
+{ "b": 2, "a": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.8.adm
new file mode 100644
index 0000000..5e6cb57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by-from-dataset/order-by-from-dataset.8.adm
@@ -0,0 +1,5 @@
+{ "b": 8, "a": "1" }
+{ "b": 9, "a": 3.0 }
+{ "b": 2, "a": 1 }
+{ "b": 7, "a": null }
+{ "b": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.2.adm
new file mode 100644
index 0000000..df08dd2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.2.adm
@@ -0,0 +1,5 @@
+{ "b": 4 }
+{ "a": null, "b": 7 }
+{ "a": 1, "b": 2 }
+{ "a": 3.0, "b": 9 }
+{ "a": "1", "b": 8 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.3.adm
new file mode 100644
index 0000000..0d262a8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.3.adm
@@ -0,0 +1,5 @@
+{ "a": 1, "b": 2 }
+{ "a": 3.0, "b": 9 }
+{ "a": "1", "b": 8 }
+{ "b": 4 }
+{ "a": null, "b": 7 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.4.adm
new file mode 100644
index 0000000..86c085e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.4.adm
@@ -0,0 +1,5 @@
+{ "a": "1", "b": 8 }
+{ "a": 3.0, "b": 9 }
+{ "a": 1, "b": 2 }
+{ "a": null, "b": 7 }
+{ "b": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.5.adm
new file mode 100644
index 0000000..a27ff5a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.5.adm
@@ -0,0 +1,5 @@
+{ "a": null, "b": 7 }
+{ "b": 4 }
+{ "a": "1", "b": 8 }
+{ "a": 3.0, "b": 9 }
+{ "a": 1, "b": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.6.adm
new file mode 100644
index 0000000..86c085e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/order-by/order-by.6.adm
@@ -0,0 +1,5 @@
+{ "a": "1", "b": 8 }
+{ "a": 3.0, "b": 9 }
+{ "a": 1, "b": 2 }
+{ "a": null, "b": 7 }
+{ "b": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/print-ASTERIXDB-1885/print-ASTERIXDB-1885.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/print-ASTERIXDB-1885/print-ASTERIXDB-1885.1.adm
index 5d29db0..115ccbb 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/print-ASTERIXDB-1885/print-ASTERIXDB-1885.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/null-missing/print-ASTERIXDB-1885/print-ASTERIXDB-1885.1.adm
@@ -1,4 +1,4 @@
-{ "date": date("-2012-12-12"), "time": time("23:49:12.390Z"), "datetime": datetime("2012-12-12T00:00:00.001Z"), "duration": duration("P20Y19DT4H14M23.34S"), "interval": interval(datetime("2012-12-12T00:00:00.001Z"), datetime("2013-08-10T22:10:15.398Z")) }
-{ "time": time("04:12:12.219Z"), "datetime": datetime("1920-12-21T11:29:18.478Z"), "interval": interval(time("04:29:30.000Z"), time("07:59:59.999Z")) }
-{ "datetime": datetime("-0290-03-22T17:59:48.999Z"), "duration": duration("-P27Y148D"), "interval": interval(date("-2012-03-17"), date("2013-04-01")) }
+{ "date": date("-2012-12-12"), "time": time("23:49:12.390"), "datetime": datetime("2012-12-12T00:00:00.001"), "duration": duration("P20Y19DT4H14M23.34S"), "interval": interval(datetime("2012-12-12T00:00:00.001"), datetime("2013-08-10T22:10:15.398")) }
+{ "time": time("12:12:12.219"), "datetime": datetime("1920-12-20T23:29:18.478"), "interval": interval(time("12:29:30.000"), time("23:59:59.999")) }
+{ "datetime": datetime("-0290-03-23T00:59:48.999"), "duration": duration("-P27Y148D"), "interval": interval(date("-2012-03-17"), date("2013-04-01")) }
 { "ymduration": year-month-duration("P31Y2M"), "dtduration": day-time-duration("-P148D") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/query-ASTERIXDB-2530/query-ASTERIXDB-2530.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/query-ASTERIXDB-2530/query-ASTERIXDB-2530.1.adm
index 6dd4bdb..c7c6d38 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/query-ASTERIXDB-2530/query-ASTERIXDB-2530.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/query-ASTERIXDB-2530/query-ASTERIXDB-2530.1.adm
@@ -1,2 +1,2 @@
-{ "res": datetime("2012-11-11T11:11:11.000Z") }
-{ "res": date("2013-11-11") }
\ No newline at end of file
+{ "res": datetime("2012-11-11T11:11:11.000") }
+{ "res": date("2013-11-11") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/round-half-up/round-half-up.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/round-half-up/round-half-up.1.adm
new file mode 100644
index 0000000..acc2789
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/numeric/round-half-up/round-half-up.1.adm
@@ -0,0 +1,10 @@
+{ "r": 0, "v1": 10.5, "v2": -10.5 }
+{ "r": 1, "v1": 20.6, "v2": -20.6 }
+{ "r": 2, "v1": 30.5, "v2": -30.5 }
+{ "r": 3, "v1": 40.6, "v2": -40.6 }
+{ "r": 4, "v1": INF, "v2": -INF }
+{ "r": 5, "v1": -INF, "v2": INF }
+{ "r": 6, "v1": 8, "v2": -8 }
+{ "r": 7, "v1": 16, "v2": -16 }
+{ "r": 8, "v1": 32, "v2": -32 }
+{ "r": 9, "v1": 64, "v2": -64 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_add/object_add.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_add/object_add.3.adm
index 676edeb..800859b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_add/object_add.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_add/object_add.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true, true, true, true, true ], "t2": { "a": 1, "field": "value" }, "t3": { "a": 1, "field": null }, "t4": { "a": 1, "field": { "x": [ "y", "z" ] } }, "t5": { "a": 1 }, "t6": { "a": 1 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "field": "value" } ], "t8": [ { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)", "field": { "a": 1 } } ] }
\ No newline at end of file
+{ "t1": [ true, true, true, true, true, true, true ], "t2": { "a": 1, "field": "value" }, "t3": { "a": 1, "field": null }, "t4": { "a": 1, "field": { "x": [ "y", "z" ] } }, "t5": { "a": 1 }, "t6": { "a": 1 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "field": "value" } ], "t8": [ { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)", "field": { "a": 1 } } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.2.adm
new file mode 100644
index 0000000..79d1707
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.2.adm
@@ -0,0 +1 @@
+[ true, true, true, true, true, true, true, { "a": 1, "b": "x" }, { "e": null, "c": true, "d": false, "a": 1, "b": "x" }, { "b": null, "a": 2, "c": true }, { "a": 100, "b": { "x": 4, "y": 5 } }, { "a": 100, "b": { "x": 400, "y": 500 } } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.3.adm
new file mode 100644
index 0000000..237ea95
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.3.adm
@@ -0,0 +1 @@
+{ "test2": "val2", "test": "val" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.4.adm
new file mode 100644
index 0000000..ad527c3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat/object_concat.4.adm
@@ -0,0 +1 @@
+{ "$1": { "v": { "id": 2, "f": 3 } } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.03.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.03.adm
new file mode 100644
index 0000000..15a0c1a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.03.adm
@@ -0,0 +1,5 @@
+{ "id": 1, "oc": { "x": { "a": 1, "b": "1" }, "y": [ { "a": 1, "b": "1" } ] } }
+{ "id": 2, "oc": { "x": { "a": 2, "b": "2" }, "y": [ { "a": 2, "b": "2" } ] } }
+{ "id": 3, "oc": { "x": { "a": 3, "b": "3" }, "y": [ { "a": 3, "b": "3" } ] } }
+{ "id": 4, "oc": { "x": { "a": 4, "b": "4" }, "y": [ { "a": 4, "b": "4" } ] } }
+{ "id": 5, "oc": { "x": { "a": 5, "b": "5" }, "y": [ { "a": 5, "b": "5" } ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.04.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.04.adm
new file mode 100644
index 0000000..4eac053
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.04.adm
@@ -0,0 +1,5 @@
+{ "id": 1, "oc": { "a": 1, "b": "1" } }
+{ "id": 2, "oc": { "a": 2, "b": "2" } }
+{ "id": 3, "oc": { "a": 3, "b": "3" } }
+{ "id": 4, "oc": { "a": 4, "b": "4" } }
+{ "id": 5, "oc": { "a": 5, "b": "5" } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.05.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.05.adm
new file mode 100644
index 0000000..2f9609f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.05.adm
@@ -0,0 +1,5 @@
+{ "id": 1, "oc": { "x": { "a": 1, "b": "1" }, "y": [ { "a": 1, "b": "1" } ] } }
+{ "id": 2, "oc": { "x2": { "a": 2, "b": "2" }, "y2": [ { "a": 2, "b": "2" } ], "x1": { "a": 1, "b": "1" }, "y1": [ { "a": 1, "b": "1" } ], "x3": { "a": 3, "b": "3" }, "y3": [ { "a": 3, "b": "3" } ] } }
+{ "id": 3, "oc": null }
+{ "id": 4, "oc": { "x": { "a": 4, "b": "4" }, "y": [ { "a": 4, "b": "4" } ] } }
+{ "id": 5, "oc": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.06.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.06.adm
new file mode 100644
index 0000000..8decdbe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.06.adm
@@ -0,0 +1,5 @@
+{ "id": 1, "oc": { "a": 1, "b": "1" } }
+{ "id": 2, "oc": null }
+{ "id": 3, "oc": { "x3": { "a": 3, "b": "3" }, "y3": [ { "a": 3, "b": "3" } ], "x2": { "a": 2, "b": "2" }, "y2": [ { "a": 2, "b": "2" } ], "x1": { "a": 1, "b": "1" }, "y1": [ { "a": 1, "b": "1" } ] } }
+{ "id": 4, "oc": { "a": 4, "b": "4" } }
+{ "id": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.07.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.07.adm
new file mode 100644
index 0000000..b1f2107
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_concat_with_array/object_concat_with_array.07.adm
@@ -0,0 +1,5 @@
+{ "id": 1, "oc": null }
+{ "id": 2, "oc": null }
+{ "id": 3, "oc": null }
+{ "id": 4, "oc": { "a": 4, "b": "4", "x": { "a": 4, "b": "4" }, "y": [ { "a": 4, "b": "4" } ] } }
+{ "id": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_put/object_put.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_put/object_put.3.adm
index fc9a55a..4b97741 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_put/object_put.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_put/object_put.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true, true, true, true, true ], "t2": { "a": 1, "field": "value" }, "t3": { "a": 1, "field": null }, "t4": { "a": 1, "field": { "x": [ "y", "z" ] } }, "t5": { "a": "replaced" }, "t6": { "a": 1 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "field": "value" } ], "t8": [ { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)", "field": { "a": 1 } } ] }
\ No newline at end of file
+{ "t1": [ true, true, true, true, true, true, true ], "t2": { "a": 1, "field": "value" }, "t3": { "a": 1, "field": null }, "t4": { "a": 1, "field": { "x": [ "y", "z" ] } }, "t5": { "a": "replaced" }, "t6": { "a": 1 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136, "field": "value" } ], "t8": [ { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)", "field": { "a": 1 } } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_remove/object_remove.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_remove/object_remove.3.adm
index 7ff6e89..fefd4c6 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_remove/object_remove.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_remove/object_remove.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true, true ], "t2": { "b": 2 }, "t3": { "a": 1 }, "t4": { "a": 1, "b": 2 }, "t5": [ { "screen-name": "ChangEwing_573", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NathanGiesen@211", "friends_count": 18, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NilaMilliron_tw", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 } ], "t6": [ { "tweetid": "1", "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, { "tweetid": "10", "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, { "tweetid": "11", "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, { "tweetid": "12", "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, { "tweetid": "2", "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, { "tweetid": "3", "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, { "tweetid": "4", "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, { "tweetid": "5", "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, { "tweetid": "6", "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, { "tweetid": "7", "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, { "tweetid": "8", "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, { "tweetid": "9", "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" } ], "t7": [ { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NilaMilliron_tw", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, { "screen-name": "OliJackson_512", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "ChangEwing_573", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ], "t8": [ { "screen-name": "ChangEwing_573", "name": "Chang Ewing", "followers_count": 32136 } ] }
\ No newline at end of file
+{ "t1": [ true, true, true, true ], "t2": { "b": 2 }, "t3": { "a": 1 }, "t4": { "a": 1, "b": 2 }, "t5": [ { "screen-name": "ChangEwing_573", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NathanGiesen@211", "friends_count": 18, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NilaMilliron_tw", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 } ], "t6": [ { "tweetid": "1", "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, { "tweetid": "10", "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, { "tweetid": "11", "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, { "tweetid": "12", "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, { "tweetid": "2", "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, { "tweetid": "3", "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, { "tweetid": "4", "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, { "tweetid": "5", "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, { "tweetid": "6", "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, { "tweetid": "7", "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, { "tweetid": "8", "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, { "tweetid": "9", "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" } ], "t7": [ { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NilaMilliron_tw", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, { "screen-name": "OliJackson_512", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "ColineGeyer@63", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, { "screen-name": "ChangEwing_573", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, { "screen-name": "NathanGiesen@211", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ], "t8": [ { "screen-name": "ChangEwing_573", "name": "Chang Ewing", "followers_count": 32136 } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_rename/object_rename.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_rename/object_rename.3.adm
index 16c2c6d..0f1f118 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_rename/object_rename.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_rename/object_rename.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true, true ], "t2": { "a": 1, "c": 2 }, "t3": { "a": 1, "b": 2 }, "t5": [ { "screen-name": "ChangEwing_573", "language": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 } ], "t6": [ { "tweetid": "1", "user_details": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" } ], "t7": [ { "screen-name": "NathanGiesen@211", "language": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ] }
\ No newline at end of file
+{ "t1": [ true, true, true, true ], "t2": { "a": 1, "c": 2 }, "t3": { "a": 1, "b": 2 }, "t5": [ { "screen-name": "ChangEwing_573", "language": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 } ], "t6": [ { "tweetid": "1", "user_details": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" } ], "t7": [ { "screen-name": "NathanGiesen@211", "language": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_replace/object_replace.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_replace/object_replace.3.adm
index cd24aa1..d800215 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_replace/object_replace.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_replace/object_replace.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true, true, true, true ], "t2": { "a": 2, "b": 2 }, "t3": { "a": "1", "b": "3" }, "t4": { "a": null }, "t5": { "a": 2, "b": 2 }, "t6": { "a": 2, "b": 2 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": { "en": "native" }, "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 } ], "t8": [ { "tweetid": "1000", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" } ] }
\ No newline at end of file
+{ "t1": [ true, true, true, true, true, true ], "t2": { "a": 2, "b": 2 }, "t3": { "a": "1", "b": "3" }, "t4": { "a": null }, "t5": { "a": 2, "b": 2 }, "t6": { "a": 2, "b": 2 }, "t7": [ { "screen-name": "ChangEwing_573", "lang": { "en": "native" }, "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 } ], "t8": [ { "tweetid": "1000", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_values/object_values.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_values/object_values.3.adm
index d2a50b7..a195b50 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_values/object_values.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/object_values/object_values.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true ], "t2": [ { "a": 3 }, [ 1, 2 ], 4 ], "t3": [ [ "ChangEwing_573", "en", 182, 394, "Chang Ewing", 32136 ] ], "t4": [ [ "1", { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, point("47.44,80.65"), datetime("2008-04-26T10:10:00.000Z"), {{ "t-mobile", "customization" }}, " love t-mobile its customization is good:)" ] ], "t5": [ [ "NathanGiesen@211", "en", 39339, 473, "Nathan Giesen", 49416 ] ] }
\ No newline at end of file
+{ "t1": [ true, true, true ], "t2": [ { "a": 3 }, [ 1, 2 ], 4 ], "t3": [ [ "ChangEwing_573", "en", 182, 394, "Chang Ewing", 32136 ] ], "t4": [ [ "1", { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, point("47.44,80.65"), datetime("2008-04-26T10:10:00.000"), {{ "t-mobile", "customization" }}, " love t-mobile its customization is good:)" ] ], "t5": [ [ "NathanGiesen@211", "en", 39339, 473, "Nathan Giesen", 49416 ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.adm
new file mode 100644
index 0000000..ca46492
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.1.adm
@@ -0,0 +1,2 @@
+{ "status": "shipped" }
+{  }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.adm
new file mode 100644
index 0000000..008b550
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/open-object-constructor-with-missing-field-name/open-object-constructor-with-missing-field-name.2.adm
@@ -0,0 +1,3 @@
+{ "Video Card Orders": 2, "Storage Orders": 2, "status": "Cancelled" }
+{ "Video Card Orders": 2, "Storage Orders": 2, "status": "Pending" }
+{ "Video Card Orders": 2, "Storage Orders": 2, "status": "Shipped" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/pairs/pairs.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/pairs/pairs.3.adm
index 41715ad..874f3b2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/pairs/pairs.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/objects/pairs/pairs.3.adm
@@ -1 +1 @@
-{ "t1": [ true, true, true ], "t2": [ [  ], [  ], [  ], [  ], [ [ "a", 3 ] ] ], "t3": [ [ "object", { "a": { "b": { "c": 3 } } } ], [ "a", { "b": { "c": 3 } } ], [ "b", { "c": 3 } ], [ "c", 3 ], [ "array", [ 1, 2 ] ], [ "array", 1 ], [ "array", 2 ], [ "primitive", 4 ] ], "t4": [ [ [ "screen-name", "ChangEwing_573" ], [ "lang", "en" ], [ "friends_count", 182 ], [ "statuses_count", 394 ], [ "name", "Chang Ewing" ], [ "followers_count", 32136 ] ] ], "t5": [ [ [ "tweetid", "1" ], [ "user", { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ], [ "screen-name", "NathanGiesen@211" ], [ "lang", "en" ], [ "friends_count", 39339 ], [ "statuses_count", 473 ], [ "name", "Nathan Giesen" ], [ "followers_count", 49416 ], [ "sender-location", point("47.44,80.65") ], [ "send-time", datetime("2008-04-26T10:10:00.000Z") ], [ "referred-topics", {{ "t-mobile", "customization" }} ], [ "referred-topics", "t-mobile" ], [ "referred-topics", "customization" ], [ "message-text", " love t-mobile its customization is good:)" ] ] ] }
+{ "t1": [ true, true, true ], "t2": [ [  ], [  ], [  ], [  ], [ [ "a", 3 ] ] ], "t3": [ [ "object", { "a": { "b": { "c": 3 } } } ], [ "a", { "b": { "c": 3 } } ], [ "b", { "c": 3 } ], [ "c", 3 ], [ "array", [ 1, 2 ] ], [ "array", 1 ], [ "array", 2 ], [ "primitive", 4 ] ], "t4": [ [ [ "screen-name", "ChangEwing_573" ], [ "lang", "en" ], [ "friends_count", 182 ], [ "statuses_count", 394 ], [ "name", "Chang Ewing" ], [ "followers_count", 32136 ] ] ], "t5": [ [ [ "tweetid", "1" ], [ "user", { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 } ], [ "screen-name", "NathanGiesen@211" ], [ "lang", "en" ], [ "friends_count", 39339 ], [ "statuses_count", 473 ], [ "name", "Nathan Giesen" ], [ "followers_count", 49416 ], [ "sender-location", point("47.44,80.65") ], [ "send-time", datetime("2008-04-26T10:10:00.000") ], [ "referred-topics", {{ "t-mobile", "customization" }} ], [ "referred-topics", "t-mobile" ], [ "referred-topics", "customization" ], [ "message-text", " love t-mobile its customization is good:)" ] ] ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue236/query-issue236.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue236/query-issue236.1.adm
index 65bdb8f..084683a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue236/query-issue236.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue236/query-issue236.1.adm
@@ -1 +1 @@
-{ "tweetid": "1111387810", "tweetid-copy": "1111387810", "user": { "screen-name": "TonyNapier#786", "lang": "en", "friends_count": 4241366, "statuses_count": 97, "name": "Tony Napier", "followers_count": 5984113 }, "sender-location": point("29.24,78.35"), "send-time": datetime("2011-11-24T14:24:51.000Z"), "send-time-copy": datetime("2011-11-24T14:24:51.000Z"), "referred-topics": {{ "sprint", "wireless" }}, "message-text": " love sprint its wireless is mind-blowing:)" }
+{ "tweetid": "1111387810", "tweetid-copy": "1111387810", "user": { "screen-name": "TonyNapier#786", "lang": "en", "friends_count": 4241366, "statuses_count": 97, "name": "Tony Napier", "followers_count": 5984113 }, "sender-location": point("29.24,78.35"), "send-time": datetime("2011-11-24T14:24:51.000"), "send-time-copy": datetime("2011-11-24T14:24:51.000"), "referred-topics": {{ "sprint", "wireless" }}, "message-text": " love sprint its wireless is mind-blowing:)" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343-2/query-issue343-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343-2/query-issue343-2.1.adm
index 307d3d8..9494045 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343-2/query-issue343-2.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343-2/query-issue343-2.1.adm
@@ -1 +1 @@
-{ "id": 13, "name": "Nancy", "age": 32.5, "salary": 12.0, "married": true, "interests": {{ "reading", "writing" }}, "children": [ "Brad", "Scott" ], "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "dob": date("-2011-01-27"), "time": time("12:20:30.000Z"), "datetime": datetime("-1951-12-27T12:20:30.000Z"), "duration": duration("P10Y11M12DT10H50M30S"), "location2d": point("41.0,44.0"), "location3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "mylist": [ "blah" ] }
+{ "id": 13, "name": "Nancy", "age": 32.5, "salary": 12.0, "married": true, "interests": {{ "reading", "writing" }}, "children": [ "Brad", "Scott" ], "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "dob": date("-2011-01-27"), "time": time("12:20:30.000"), "datetime": datetime("-1951-12-27T12:20:30.000"), "duration": duration("P10Y11M12DT10H50M30S"), "location2d": point("41.0,44.0"), "location3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "mylist": [ "blah" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343/query-issue343.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343/query-issue343.1.adm
index 307d3d8..9494045 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343/query-issue343.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue343/query-issue343.1.adm
@@ -1 +1 @@
-{ "id": 13, "name": "Nancy", "age": 32.5, "salary": 12.0, "married": true, "interests": {{ "reading", "writing" }}, "children": [ "Brad", "Scott" ], "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "dob": date("-2011-01-27"), "time": time("12:20:30.000Z"), "datetime": datetime("-1951-12-27T12:20:30.000Z"), "duration": duration("P10Y11M12DT10H50M30S"), "location2d": point("41.0,44.0"), "location3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "mylist": [ "blah" ] }
+{ "id": 13, "name": "Nancy", "age": 32.5, "salary": 12.0, "married": true, "interests": {{ "reading", "writing" }}, "children": [ "Brad", "Scott" ], "address": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "dob": date("-2011-01-27"), "time": time("12:20:30.000"), "datetime": datetime("-1951-12-27T12:20:30.000"), "duration": duration("P10Y11M12DT10H50M30S"), "location2d": point("41.0,44.0"), "location3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "mylist": [ "blah" ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350-2/query-issue350-2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350-2/query-issue350-2.1.adm
index 6466feb..d43ff11 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350-2/query-issue350-2.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350-2/query-issue350-2.1.adm
@@ -1,10 +1,10 @@
-{ "tweetid": "1", "tweetid-copy": "1", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstein", "followers_count": 3311368 }, "sender-location": point("42.13,80.43"), "send-time": datetime("2005-12-05T21:06:41.000Z"), "send-time-copy": datetime("2005-12-05T21:06:41.000Z"), "referred-topics": {{ "samsung", "plan" }}, "message-text": " love samsung the plan is amazing" }
-{ "tweetid": "10", "tweetid-copy": "10", "user": { "screen-name": "Rolldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstful", "followers_count": 3311368 }, "sender-location": point("46.94,93.98"), "send-time": datetime("2011-04-07T14:08:46.000Z"), "send-time-copy": datetime("2011-04-07T14:08:46.000Z"), "referred-topics": {{ "t-mobile", "signal" }}, "message-text": " like t-mobile the signal is good" }
-{ "tweetid": "2", "tweetid-copy": "2", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "David Eckhardstein", "followers_count": 3311368 }, "sender-location": point("28.86,70.44"), "send-time": datetime("2007-08-15T06:44:17.000Z"), "send-time-copy": datetime("2007-08-15T06:44:17.000Z"), "referred-topics": {{ "sprint", "voice-clarity" }}, "message-text": " like sprint its voice-clarity is mind-blowing" }
-{ "tweetid": "3", "tweetid-copy": "3", "user": { "screen-name": "RollandEckhard#500", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Hetfield", "followers_count": 3311368 }, "sender-location": point("39.84,86.48"), "send-time": datetime("2008-12-24T00:07:04.000Z"), "send-time-copy": datetime("2008-12-24T00:07:04.000Z"), "referred-topics": {{ "verizon", "voice-command" }}, "message-text": " can't stand verizon its voice-command is terrible:(" }
-{ "tweetid": "4", "tweetid-copy": "4", "user": { "screen-name": "RollandEckhardstein#221", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstinz", "followers_count": 3311368 }, "sender-location": point("27.67,87.32"), "send-time": datetime("2007-02-05T16:39:13.000Z"), "send-time-copy": datetime("2007-02-05T16:39:13.000Z"), "referred-topics": {{ "t-mobile", "customer-service" }}, "message-text": " love t-mobile its customer-service is mind-blowing" }
-{ "tweetid": "5", "tweetid-copy": "5", "user": { "screen-name": "RollandEcstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardst", "followers_count": 3311368 }, "sender-location": point("27.3,92.77"), "send-time": datetime("2010-09-12T06:15:28.000Z"), "send-time-copy": datetime("2010-09-12T06:15:28.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " like t-mobile the customization is amazing:)" }
-{ "tweetid": "6", "tweetid-copy": "6", "user": { "screen-name": "Rollkhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Kirk Hammette ", "followers_count": 3311368 }, "sender-location": point("45.62,84.78"), "send-time": datetime("2012-01-23T06:23:13.000Z"), "send-time-copy": datetime("2012-01-23T06:23:13.000Z"), "referred-topics": {{ "iphone", "network" }}, "message-text": " like iphone its network is awesome:)" }
-{ "tweetid": "7", "tweetid-copy": "7", "user": { "screen-name": "andEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland khardstein", "followers_count": 3311368 }, "sender-location": point("44.12,81.46"), "send-time": datetime("2012-02-17T17:30:26.000Z"), "send-time-copy": datetime("2012-02-17T17:30:26.000Z"), "referred-topics": {{ "t-mobile", "network" }}, "message-text": " hate t-mobile the network is bad" }
-{ "tweetid": "8", "tweetid-copy": "8", "user": { "screen-name": "Rolltein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Ron Eckhardstein", "followers_count": 3311368 }, "sender-location": point("36.86,90.71"), "send-time": datetime("2009-03-12T13:18:04.000Z"), "send-time-copy": datetime("2009-03-12T13:18:04.000Z"), "referred-topics": {{ "at&t", "touch-screen" }}, "message-text": " dislike at&t its touch-screen is OMG" }
-{ "tweetid": "9", "tweetid-copy": "9", "user": { "screen-name": "Roldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckdstein", "followers_count": 3311368 }, "sender-location": point("29.07,97.05"), "send-time": datetime("2012-08-15T20:19:46.000Z"), "send-time-copy": datetime("2012-08-15T20:19:46.000Z"), "referred-topics": {{ "verizon", "speed" }}, "message-text": " hate verizon its speed is bad" }
+{ "tweetid": "1", "tweetid-copy": "1", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstein", "followers_count": 3311368 }, "sender-location": point("42.13,80.43"), "send-time": datetime("2005-12-05T21:06:41.000"), "send-time-copy": datetime("2005-12-05T21:06:41.000"), "referred-topics": {{ "samsung", "plan" }}, "message-text": " love samsung the plan is amazing" }
+{ "tweetid": "10", "tweetid-copy": "10", "user": { "screen-name": "Rolldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstful", "followers_count": 3311368 }, "sender-location": point("46.94,93.98"), "send-time": datetime("2011-04-07T14:08:46.000"), "send-time-copy": datetime("2011-04-07T14:08:46.000"), "referred-topics": {{ "t-mobile", "signal" }}, "message-text": " like t-mobile the signal is good" }
+{ "tweetid": "2", "tweetid-copy": "2", "user": { "screen-name": "RollandEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "David Eckhardstein", "followers_count": 3311368 }, "sender-location": point("28.86,70.44"), "send-time": datetime("2007-08-15T06:44:17.000"), "send-time-copy": datetime("2007-08-15T06:44:17.000"), "referred-topics": {{ "sprint", "voice-clarity" }}, "message-text": " like sprint its voice-clarity is mind-blowing" }
+{ "tweetid": "3", "tweetid-copy": "3", "user": { "screen-name": "RollandEckhard#500", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Hetfield", "followers_count": 3311368 }, "sender-location": point("39.84,86.48"), "send-time": datetime("2008-12-24T00:07:04.000"), "send-time-copy": datetime("2008-12-24T00:07:04.000"), "referred-topics": {{ "verizon", "voice-command" }}, "message-text": " can't stand verizon its voice-command is terrible:(" }
+{ "tweetid": "4", "tweetid-copy": "4", "user": { "screen-name": "RollandEckhardstein#221", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardstinz", "followers_count": 3311368 }, "sender-location": point("27.67,87.32"), "send-time": datetime("2007-02-05T16:39:13.000"), "send-time-copy": datetime("2007-02-05T16:39:13.000"), "referred-topics": {{ "t-mobile", "customer-service" }}, "message-text": " love t-mobile its customer-service is mind-blowing" }
+{ "tweetid": "5", "tweetid-copy": "5", "user": { "screen-name": "RollandEcstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckhardst", "followers_count": 3311368 }, "sender-location": point("27.3,92.77"), "send-time": datetime("2010-09-12T06:15:28.000"), "send-time-copy": datetime("2010-09-12T06:15:28.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " like t-mobile the customization is amazing:)" }
+{ "tweetid": "6", "tweetid-copy": "6", "user": { "screen-name": "Rollkhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Kirk Hammette ", "followers_count": 3311368 }, "sender-location": point("45.62,84.78"), "send-time": datetime("2012-01-23T06:23:13.000"), "send-time-copy": datetime("2012-01-23T06:23:13.000"), "referred-topics": {{ "iphone", "network" }}, "message-text": " like iphone its network is awesome:)" }
+{ "tweetid": "7", "tweetid-copy": "7", "user": { "screen-name": "andEckhardstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland khardstein", "followers_count": 3311368 }, "sender-location": point("44.12,81.46"), "send-time": datetime("2012-02-17T17:30:26.000"), "send-time-copy": datetime("2012-02-17T17:30:26.000"), "referred-topics": {{ "t-mobile", "network" }}, "message-text": " hate t-mobile the network is bad" }
+{ "tweetid": "8", "tweetid-copy": "8", "user": { "screen-name": "Rolltein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Ron Eckhardstein", "followers_count": 3311368 }, "sender-location": point("36.86,90.71"), "send-time": datetime("2009-03-12T13:18:04.000"), "send-time-copy": datetime("2009-03-12T13:18:04.000"), "referred-topics": {{ "at&t", "touch-screen" }}, "message-text": " dislike at&t its touch-screen is OMG" }
+{ "tweetid": "9", "tweetid-copy": "9", "user": { "screen-name": "Roldstein#211", "lang": "en", "friends_count": 3657079, "statuses_count": 268, "name": "Rolland Eckdstein", "followers_count": 3311368 }, "sender-location": point("29.07,97.05"), "send-time": datetime("2012-08-15T20:19:46.000"), "send-time-copy": datetime("2012-08-15T20:19:46.000"), "referred-topics": {{ "verizon", "speed" }}, "message-text": " hate verizon its speed is bad" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350/query-issue350.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350/query-issue350.1.adm
index e5ac8ab..3a7c19a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350/query-issue350.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/open-closed/query-issue350/query-issue350.1.adm
@@ -1 +1 @@
-{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420, "hobbies": [ "basket weaving", "mud wrestling" ] }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000Z"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
+{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420, "hobbies": [ "basket weaving", "mud wrestling" ] }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.10.adm
deleted file mode 100644
index 3c1ad9d..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.10.adm
+++ /dev/null
@@ -1,32 +0,0 @@
-distribute result [$$17]
--- DISTRIBUTE_RESULT  |PARTITIONED|
-  exchange
-  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    project ([$$17])
-    -- STREAM_PROJECT  |PARTITIONED|
-      assign [$$17] <- [{"id": $$21, "name": $$22}]
-      -- ASSIGN  |PARTITIONED|
-        project ([$$21, $$22])
-        -- STREAM_PROJECT  |PARTITIONED|
-          exchange
-          -- SORT_MERGE_EXCHANGE [$$20(ASC) ]  |PARTITIONED|
-            order (ASC, $$20)
-            -- STABLE_SORT [$$20(ASC)]  |PARTITIONED|
-              exchange
-              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                project ([$$21, $$22, $$20])
-                -- STREAM_PROJECT  |PARTITIONED|
-                  assign [$$22, $$21] <- [$$19.getField("name"), $$19.getField("id")]
-                  -- ASSIGN  |PARTITIONED|
-                    project ([$$19, $$20])
-                    -- STREAM_PROJECT  |PARTITIONED|
-                      assign [$$19, $$20] <- [$$p.getField("user"), $$p.getField("id")]
-                      -- ASSIGN  |PARTITIONED|
-                        exchange
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          data-scan []<-[$$p] <- test.ParquetDataset project (user, id)
-                          -- DATASOURCE_SCAN  |PARTITIONED|
-                            exchange
-                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                              empty-tuple-source
-                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.2.json
deleted file mode 100644
index 7e235c5..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.2.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{ "id": 8, "age": 10 }
-{ "id": 9, "age": 20 }
-{ "id": 10, "age": 30 }
-{ "id": 11, "age": 40 }
-{ "id": 12, "age": 50 }
-{ "id": 13, "age": 60 }
-{ "id": 14, "age": 70 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.5.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.5.json
deleted file mode 100644
index 88b6965..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.5.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{ "p1": { "id": 8, "age": 10 }, "id": 8 }
-{ "p1": { "id": 9, "age": 20 }, "id": 9 }
-{ "p1": { "id": 10, "age": 30 }, "id": 10 }
-{ "p1": { "id": 11, "age": 40 }, "id": 11 }
-{ "p1": { "id": 12, "age": 50 }, "id": 12 }
-{ "p1": { "id": 13, "age": 60 }, "id": 13 }
-{ "p1": { "id": 14, "age": 70 }, "id": 14 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.6.adm
deleted file mode 100644
index d22d967..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.6.adm
+++ /dev/null
@@ -1,46 +0,0 @@
-distribute result [$$28]
--- DISTRIBUTE_RESULT  |PARTITIONED|
-  exchange
-  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    project ([$$28])
-    -- STREAM_PROJECT  |PARTITIONED|
-      assign [$$28] <- [{"p1": $$p1, "id": $$30}]
-      -- ASSIGN  |PARTITIONED|
-        exchange
-        -- SORT_MERGE_EXCHANGE [$$30(ASC) ]  |PARTITIONED|
-          order (ASC, $$30)
-          -- STABLE_SORT [$$30(ASC)]  |PARTITIONED|
-            exchange
-            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-              project ([$$p1, $$30])
-              -- STREAM_PROJECT  |PARTITIONED|
-                exchange
-                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  join (eq($$31, $$30))
-                  -- HYBRID_HASH_JOIN [$$31][$$30]  |PARTITIONED|
-                    exchange
-                    -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
-                      assign [$$31] <- [$$p1.getField("id")]
-                      -- ASSIGN  |PARTITIONED|
-                        exchange
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          data-scan []<-[$$p1] <- test.ParquetDataset
-                          -- DATASOURCE_SCAN  |PARTITIONED|
-                            exchange
-                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                              empty-tuple-source
-                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-                    exchange
-                    -- HASH_PARTITION_EXCHANGE [$$30]  |PARTITIONED|
-                      project ([$$30])
-                      -- STREAM_PROJECT  |PARTITIONED|
-                        assign [$$30] <- [$$p2.getField("id")]
-                        -- ASSIGN  |PARTITIONED|
-                          exchange
-                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                            data-scan []<-[$$p2] <- test.ParquetDataset2 project (id)
-                            -- DATASOURCE_SCAN  |PARTITIONED|
-                              exchange
-                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                empty-tuple-source
-                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.8.adm
deleted file mode 100644
index afd33c4..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/expression-pushdown/expression-pushdown.8.adm
+++ /dev/null
@@ -1,50 +0,0 @@
-distribute result [$$29]
--- DISTRIBUTE_RESULT  |PARTITIONED|
-  exchange
-  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    project ([$$29])
-    -- STREAM_PROJECT  |PARTITIONED|
-      assign [$$29] <- [{"age": $$34, "name": $$35}]
-      -- ASSIGN  |PARTITIONED|
-        project ([$$34, $$35])
-        -- STREAM_PROJECT  |PARTITIONED|
-          exchange
-          -- SORT_MERGE_EXCHANGE [$$32(ASC) ]  |PARTITIONED|
-            order (ASC, $$32)
-            -- STABLE_SORT [$$32(ASC)]  |PARTITIONED|
-              exchange
-              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                project ([$$34, $$35, $$32])
-                -- STREAM_PROJECT  |PARTITIONED|
-                  exchange
-                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                    join (eq($$31, $$32))
-                    -- HYBRID_HASH_JOIN [$$31][$$32]  |PARTITIONED|
-                      exchange
-                      -- HASH_PARTITION_EXCHANGE [$$31]  |PARTITIONED|
-                        project ([$$34, $$31])
-                        -- STREAM_PROJECT  |PARTITIONED|
-                          assign [$$34, $$31] <- [$$p1.getField("age"), $$p1.getField("id")]
-                          -- ASSIGN  |PARTITIONED|
-                            exchange
-                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                              data-scan []<-[$$p1] <- test.ParquetDataset project (age, id)
-                              -- DATASOURCE_SCAN  |PARTITIONED|
-                                exchange
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  empty-tuple-source
-                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
-                      exchange
-                      -- HASH_PARTITION_EXCHANGE [$$32]  |PARTITIONED|
-                        project ([$$35, $$32])
-                        -- STREAM_PROJECT  |PARTITIONED|
-                          assign [$$35, $$32] <- [$$p2.getField("name"), $$p2.getField("id")]
-                          -- ASSIGN  |PARTITIONED|
-                            exchange
-                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                              data-scan []<-[$$p2] <- test.ParquetDataset3 project (name, id)
-                              -- DATASOURCE_SCAN  |PARTITIONED|
-                                exchange
-                                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                                  empty-tuple-source
-                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.2.json
deleted file mode 100644
index 8876910..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/missing-fields/missing-fields.2.json
+++ /dev/null
@@ -1,2 +0,0 @@
-{ "f1": true, "f2": true }
-{ "f1": true, "f2": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.2.adm
deleted file mode 100644
index a097e74..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.2.adm
+++ /dev/null
@@ -1,24 +0,0 @@
-distribute result [$$16]
--- DISTRIBUTE_RESULT  |PARTITIONED|
-  exchange
-  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    project ([$$16])
-    -- STREAM_PROJECT  |PARTITIONED|
-      exchange
-      -- SORT_MERGE_EXCHANGE [$$18(ASC) ]  |PARTITIONED|
-        order (ASC, $$18)
-        -- STABLE_SORT [$$18(ASC)]  |PARTITIONED|
-          exchange
-          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-            project ([$$16, $$18])
-            -- STREAM_PROJECT  |PARTITIONED|
-              assign [$$16, $$18] <- [object-concat($$p.getField("coordinates"), $$p.getField("user")).getField("name"), $$p.getField("id")]
-              -- ASSIGN  |PARTITIONED|
-                exchange
-                -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                  data-scan []<-[$$p] <- test.ParquetDataset project (coordinates, user, id)
-                  -- DATASOURCE_SCAN  |PARTITIONED|
-                    exchange
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      empty-tuple-source
-                      -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.4.adm
deleted file mode 100644
index a5f69e0..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/object-concat/object-concat.4.adm
+++ /dev/null
@@ -1,28 +0,0 @@
-distribute result [$$15]
--- DISTRIBUTE_RESULT  |PARTITIONED|
-  exchange
-  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-    project ([$$15])
-    -- STREAM_PROJECT  |PARTITIONED|
-      assign [$$15] <- [object-concat($$18, $$19)]
-      -- ASSIGN  |PARTITIONED|
-        project ([$$18, $$19])
-        -- STREAM_PROJECT  |PARTITIONED|
-          exchange
-          -- SORT_MERGE_EXCHANGE [$$17(ASC) ]  |PARTITIONED|
-            order (ASC, $$17)
-            -- STABLE_SORT [$$17(ASC)]  |PARTITIONED|
-              exchange
-              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                project ([$$18, $$19, $$17])
-                -- STREAM_PROJECT  |PARTITIONED|
-                  assign [$$19, $$18, $$17] <- [$$p.getField("user"), $$p.getField("coordinates"), $$p.getField("id")]
-                  -- ASSIGN  |PARTITIONED|
-                    exchange
-                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                      data-scan []<-[$$p] <- test.ParquetDataset project (user, coordinates, id)
-                      -- DATASOURCE_SCAN  |PARTITIONED|
-                        exchange
-                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
-                          empty-tuple-source
-                          -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.2.json
deleted file mode 100644
index 53f2518..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-all-fields/select-all-fields.2.json
+++ /dev/null
@@ -1,2 +0,0 @@
-{ "coordinates": { "coordinates": [ 1.1 ], "type": "string" }, "created_at": "string", "entities": { "urls": [ { "display_url": "string", "expanded_url": "string", "indices": [ 1 ], "url": "string" } ], "user_mentions": [ { "id": 1, "id_str": "string", "indices": [ 1 ], "name": "string", "screen_name": "string" } ] }, "favorite_count": 1, "favorited": true, "filter_level": "string", "geo": { "coordinates": [ 1.1 ], "type": "string" }, "id": "0000000", "id_str": "string", "in_reply_to_screen_name": "string", "in_reply_to_status_id": 1, "in_reply_to_status_id_str": "string", "in_reply_to_user_id": 1, "in_reply_to_user_id_str": "string", "is_quote_status": true, "lang": "string", "place": { "bounding_box": { "coordinates": [ [ [ 1.1 ] ] ], "type": "string" }, "country": "string", "country_code": "string", "full_name": "string", "id": "string", "name": "string", "place_type": "string", "url": "string" }, "possibly_sensitive": true, "quoted_status": { "created_at": "string", "entities": { "user_mentions": [ { "id": 1, "id_str": "string", "indices": [ 1 ], "name": "string", "screen_name": "string" } ] }, "favorite_count": 1, "favorited": true, "filter_level": "string", "id": 1, "id_str": "string", "in_reply_to_screen_name": "string", "in_reply_to_status_id": 1, "in_reply_to_status_id_str": "string", "in_reply_to_user_id": 1, "in_reply_to_user_id_str": "string", "is_quote_status": true, "lang": "string", "retweet_count": 1, "retweeted": true, "source": "string", "text": "string", "truncated": true, "user": { "contributors_enabled": true, "created_at": "string", "default_profile": true, "default_profile_image": true, "description": "string", "favourites_count": 1, "followers_count": 1, "friends_count": 1, "geo_enabled": true, "id": 1, "id_str": "string", "is_translator": true, "lang": "string", "listed_count": 1, "name": "string", "profile_background_color": "string", "profile_background_image_url": "string", "profile_background_image_url_https": "string", "profile_background_tile": true, "profile_banner_url": "string", "profile_image_url": "string", "profile_image_url_https": "string", "profile_link_color": "string", "profile_sidebar_border_color": "string", "profile_sidebar_fill_color": "string", "profile_text_color": "string", "profile_use_background_image": true, "protected": true, "screen_name": "string", "statuses_count": 1, "verified": true } }, "quoted_status_id": 1, "quoted_status_id_str": "string", "retweet_count": 1, "retweeted": true, "source": "string", "text": "string", "timestamp_ms": "string", "truncated": true, "user": { "contributors_enabled": true, "created_at": "string", "default_profile": true, "default_profile_image": true, "description": "string", "favourites_count": 1, "followers_count": 1, "friends_count": 1, "geo_enabled": true, "id": 1, "id_str": "string", "is_translator": true, "lang": "string", "listed_count": 1, "location": "string", "name": "string", "profile_background_color": "string", "profile_background_image_url": "string", "profile_background_image_url_https": "string", "profile_background_tile": true, "profile_banner_url": "string", "profile_image_url": "string", "profile_image_url_https": "string", "profile_link_color": "string", "profile_sidebar_border_color": "string", "profile_sidebar_fill_color": "string", "profile_text_color": "string", "profile_use_background_image": true, "protected": true, "screen_name": "string", "statuses_count": 1, "time_zone": "string", "url": "string", "utc_offset": 1, "verified": true } }
-{ "coordinates": { "coordinates": [ 1.1 ], "type": "string" }, "created_at": "string", "favorite_count": 1, "favorited": true, "filter_level": "string", "geo": { "coordinates": [ 1.1 ], "type": "string" }, "id": "11111111111111111111", "id_str": "string", "in_reply_to_screen_name": "string", "in_reply_to_status_id": 1, "in_reply_to_status_id_str": "string", "in_reply_to_user_id": 1, "in_reply_to_user_id_str": "string", "is_quote_status": true, "lang": "string", "place": { "bounding_box": { "coordinates": [ [ [ 1.1 ] ] ], "type": "string" }, "country": "string", "country_code": "string", "full_name": "string", "id": "string", "name": "string", "place_type": "string", "url": "string" }, "possibly_sensitive": true, "quoted_status": { "created_at": "string", "entities": { "user_mentions": [ { "id": 1, "id_str": "string", "indices": [ 1 ], "name": "string", "screen_name": "string" } ] }, "favorite_count": 1, "favorited": true, "filter_level": "string", "id": 1, "id_str": "string", "in_reply_to_screen_name": "string", "in_reply_to_status_id": 1, "in_reply_to_status_id_str": "string", "in_reply_to_user_id": 1, "in_reply_to_user_id_str": "string", "is_quote_status": true, "lang": "string", "retweet_count": 1, "retweeted": true, "source": "string", "text": "string", "truncated": true, "user": { "contributors_enabled": true, "created_at": "string", "default_profile": true, "default_profile_image": true, "description": "string", "favourites_count": 1, "followers_count": 1, "friends_count": 1, "geo_enabled": true, "id": 1, "id_str": "string", "is_translator": true, "lang": "string", "listed_count": 1, "name": "string", "profile_background_color": "string", "profile_background_image_url": "string", "profile_background_image_url_https": "string", "profile_background_tile": true, "profile_banner_url": "string", "profile_image_url": "string", "profile_image_url_https": "string", "profile_link_color": "string", "profile_sidebar_border_color": "string", "profile_sidebar_fill_color": "string", "profile_text_color": "string", "profile_use_background_image": true, "protected": true, "screen_name": "string", "statuses_count": 1, "verified": true } }, "quoted_status_id": 1, "quoted_status_id_str": "string", "retweet_count": 1, "retweeted": true, "source": "string", "text": "string", "timestamp_ms": "string", "truncated": true, "user": { "contributors_enabled": true, "created_at": "string", "default_profile": true, "default_profile_image": true, "description": "string", "favourites_count": 1, "followers_count": 1, "friends_count": 1, "geo_enabled": true, "id": 1, "id_str": "string", "is_translator": true, "lang": "string", "listed_count": 1, "location": "string", "name": "string", "profile_background_color": "string", "profile_background_image_url": "string", "profile_background_image_url_https": "string", "profile_background_tile": true, "profile_banner_url": "string", "profile_image_url": "string", "profile_image_url_https": "string", "profile_link_color": "string", "profile_sidebar_border_color": "string", "profile_sidebar_fill_color": "string", "profile_text_color": "string", "profile_use_background_image": true, "protected": true, "screen_name": "string", "statuses_count": 1, "time_zone": "string", "url": "string", "utc_offset": 1, "verified": true } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.2.json
deleted file mode 100644
index d8263ee..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.2.json
+++ /dev/null
@@ -1 +0,0 @@
-2
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.3.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.3.json
deleted file mode 100644
index d8263ee..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.3.json
+++ /dev/null
@@ -1 +0,0 @@
-2
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.4.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.4.json
deleted file mode 100644
index d8263ee..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.4.json
+++ /dev/null
@@ -1 +0,0 @@
-2
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.2.json
deleted file mode 100644
index 6fb86be..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/string-standard-utf8/string-standard-utf8.2.json
+++ /dev/null
@@ -1,2 +0,0 @@
-2
-301
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.1.adm
new file mode 100644
index 0000000..4746c44
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.1.adm
@@ -0,0 +1,2 @@
+{ "items": [ 1, 2 ] }
+{ "items": [ 1, 2, 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.2.adm
new file mode 100644
index 0000000..01c0fff
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/quantifiers/any_and_every_01/any_and_every_01.2.adm
@@ -0,0 +1,2 @@
+{ "items": [ 1, 2 ], "other_items": [ 1, 2, 3 ] }
+{ "items": [ 1, 2, 3 ], "other_items": [ 1, 2, 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/add_replica/add_replica.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/add_replica/add_replica.2.adm
index e48cbcf..5f87a0c 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/add_replica/add_replica.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/add_replica/add_replica.2.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.3.adm
index a6afbb4..677a9f0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.3.adm
@@ -2,6 +2,7 @@
   "partition" : 2,
   "replicas" : [ {
     "location" : "127.0.0.1:2001",
+    "nodeId" : "asterix_nc1",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.4.adm
index 53648a2..6c227fc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.4.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/bulkload/bulkload.4.adm
@@ -2,6 +2,7 @@
   "partition" : 3,
   "replicas" : [ {
     "location" : "127.0.0.1:2001",
+    "nodeId" : "asterix_nc1",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/flushed_component/flushed_component.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/flushed_component/flushed_component.2.adm
index 7e92c87..a34a57a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/flushed_component/flushed_component.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/flushed_component/flushed_component.2.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.3.adm
index a6afbb4..677a9f0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.3.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.3.adm
@@ -2,6 +2,7 @@
   "partition" : 2,
   "replicas" : [ {
     "location" : "127.0.0.1:2001",
+    "nodeId" : "asterix_nc1",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.4.adm
index 53648a2..6c227fc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.4.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/mem_component_recovery/mem_component_recovery.4.adm
@@ -2,6 +2,7 @@
   "partition" : 3,
   "replicas" : [ {
     "location" : "127.0.0.1:2001",
+    "nodeId" : "asterix_nc1",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/metadata_failover/metadata_failover.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/metadata_failover/metadata_failover.2.adm
index 7e92c87..a34a57a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/metadata_failover/metadata_failover.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/metadata_failover/metadata_failover.2.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/release_partition/release_partition.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/release_partition/release_partition.2.adm
index e48cbcf..c34bcbc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/release_partition/release_partition.2.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/replication/release_partition/release_partition.2.adm
@@ -1,7 +1,8 @@
 [ {
-  "partition" : 0,
+  "partition" : 1,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.1.json
index dd319a4..707f9a2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.1.json
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.1.json
@@ -1,2 +1 @@
-[ { "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": [ "reading", "writing" ], "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": "-2011-01-27", "time": "12:20:30.000Z", "datetime": "-1951-12-27T12:20:30.000Z", "duration": "P10Y11M12DT10H50M30S", "point": [41.0, 44.0], "point3d": [44.0, 13.0, 41.0], "line": [ [10.1, 11.1], [10.2, 11.2] ], "rectangle": [ [5.1, 11.8], [87.6, 15.6548] ], "polygon": [ [1.2, 1.3], [2.1, 2.5], [3.5, 3.6], [4.6, 4.8] ], "circle": [ [10.1, 11.1], 10.2 ], "binary": "ABCDEF0123456789", "uuid": "5c848e5c-6b6a-498f-8452-8847a2957421" }
- ]
+{ "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": [ "reading", "writing" ], "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": "-2011-01-27", "time": "12:20:30.000", "datetime": "-1951-12-27T12:20:30.000", "duration": "P10Y11M12DT10H50M30S", "point": [ 41.0, 44.0 ], "point3d": [ 44.0, 13.0, 41.0 ], "line": [ [ 10.1, 11.1 ], [ 10.2, 11.2 ] ], "rectangle": [ [ 5.1, 11.8 ], [ 87.6, 15.6548 ] ], "polygon": [ [ 1.2, 1.3 ], [ 2.1, 2.5 ], [ 3.5, 3.6 ], [ 4.6, 4.8 ] ], "circle": [ [ 10.1, 11.1 ], 10.2 ], "binary": "ABCDEF0123456789", "uuid": "5c848e5c-6b6a-498f-8452-8847a2957421" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.2.json
new file mode 100644
index 0000000..aeb5ce5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-cleanjson/alltypes_01.2.json
@@ -0,0 +1 @@
+{ "t1_array_of_unknown": [ null, null ], "t2_multiset_of_unknown": [ null, null ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.1.json
new file mode 100644
index 0000000..62acb55
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.1.json
@@ -0,0 +1 @@
+{ "id": 10, "string": ":Nancy", "float": "0B:1107427328", "double": "0C:-4566801342117107042", "boolean": true, "int8": "01:125", "int16": "02:32765", "int32": "03:294967295", "int64": 1700000000000000000, "unorderedList": [ ":reading", ":writing" ], "orderedList": [ ":Brad", ":Scott" ], "record": { "number": 8389, "street": ":Hill St.", "city": ":Mountain View" }, "date": "11:-1454004", "time": "12:44430000", "datetime": "10:-123703587570000", "duration": "13:131:1075830000", "point": "14:4630967054332067840:4631389266797133824", "point3d": "15:4631389266797133824:4623507967449235456:4630967054332067840", "line": "1E:4621875412584313651:4622438362537734963:4621931707579655782:4622494657533077094", "rectangle": "21:4617428107952285286:4622832427505129882:4635864718926833254:4625002486985578355", "polygon": "1F:4:4608083138725491507:4608533498688228557:4611911198408756429:4612811918334230528:4615063718147915776:4615288898129284301:4616865157998863974:4617090337980232499", "circle": "20:4621875412584313651:4622438362537734963:4621931707579655782", "binary": "09:q83vASNFZ4k=", "uuid": "26:5c848e5c-6b6a-498f-8452-8847a2957421" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.2.json
new file mode 100644
index 0000000..3510c7d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessadmjson/alltypes_01.2.json
@@ -0,0 +1 @@
+{ "t1_array_of_unknown": [ null, "0E" ], "t2_multiset_of_unknown": [ null, "0E" ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.1.json
index 2e99438..a4148c3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.1.json
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.1.json
@@ -1,2 +1 @@
-[ { "id": { "int64": 10 }, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": { "int8": 125 }, "int16": { "int16": 32765 }, "int32": { "int32": 294967295 }, "int64": { "int64": 1700000000000000000 }, "unorderedList": { "unorderedlist": [ "reading", "writing" ] }, "orderedList": { "orderedlist": [ "Brad", "Scott" ] }, "record": { "number": { "int64": 8389 }, "street": "Hill St.", "city": "Mountain View" }, "date": { "date": "-2011-01-27" }, "time": { "time": "12:20:30.000Z" }, "datetime": { "datetime": "-1951-12-27T12:20:30.000Z" }, "duration": { "duration": "P10Y11M12DT10H50M30S" }, "point": { "point": [41.0, 44.0] }, "point3d": { "point3d": [44.0, 13.0, 41.0] }, "line": { "line":  [ { "point": [10.1, 11.1] }, { "point": [10.2, 11.2] } ] }, "rectangle": { "rectangle": [{ "point": [5.1, 11.8] }, { "point": [87.6, 15.6548] } ] }, "polygon": { "polygon": [{ "point": [1.2, 1.3] },{ "point": [2.1, 2.5] },{ "point": [3.5, 3.6] },{ "point": [4.6, 4.8] }] }, "circle": { "circle": [ { "point": [10.1, 11.1] }, 10.2 ] }, "binary": "ABCDEF0123456789", "uuid": "5c848e5c-6b6a-498f-8452-8847a2957421" }
- ]
+{ "id": { "int64": 10 }, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": { "int8": 125 }, "int16": { "int16": 32765 }, "int32": { "int32": 294967295 }, "int64": { "int64": 1700000000000000000 }, "unorderedList": { "unorderedlist": [ "reading", "writing" ] }, "orderedList": { "orderedlist": [ "Brad", "Scott" ] }, "record": { "number": { "int64": 8389 }, "street": "Hill St.", "city": "Mountain View" }, "date": { "date": "-2011-01-27" }, "time": { "time": "12:20:30.000" }, "datetime": { "datetime": "-1951-12-27T12:20:30.000" }, "duration": { "duration": "P10Y11M12DT10H50M30S" }, "point": { "point": [ 41.0, 44.0 ] }, "point3d": { "point3d": [ 44.0, 13.0, 41.0 ] }, "line": { "line": [ { "point": [ 10.1, 11.1 ] }, { "point": [ 10.2, 11.2 ] } ] }, "rectangle": { "rectangle": [ { "point": [ 5.1, 11.8 ] }, { "point": [ 87.6, 15.6548 ] } ] }, "polygon": { "polygon": [ { "point": [ 1.2, 1.3 ] }, { "point": [ 2.1, 2.5 ] }, { "point": [ 3.5, 3.6 ] }, { "point": [ 4.6, 4.8 ] } ] }, "circle": { "circle": [ { "point": [ 10.1, 11.1 ] }, 10.2 ] }, "binary": "ABCDEF0123456789", "uuid": "5c848e5c-6b6a-498f-8452-8847a2957421" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.2.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.2.json
new file mode 100644
index 0000000..f0a1c92
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01-losslessjson/alltypes_01.2.json
@@ -0,0 +1 @@
+{ "t1_array_of_unknown": { "orderedlist": [ null, null ] }, "t2_multiset_of_unknown": { "unorderedlist": [ null, null ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.1.adm
index 2e678ca..e7a6ab1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.1.adm
@@ -1 +1 @@
-{ "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": {{ "reading", "writing" }}, "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": date("-2011-01-27"), "time": time("12:20:30.000Z"), "datetime": datetime("-1951-12-27T12:20:30.000Z"), "duration": duration("P10Y11M12DT10H50M30S"), "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "rectangle": rectangle("5.1,11.8 87.6,15.6548"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "binary": hex("ABCDEF0123456789"), "uuid": uuid("5c848e5c-6b6a-498f-8452-8847a2957421") }
+{ "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": {{ "reading", "writing" }}, "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": date("-2011-01-27"), "time": time("12:20:30.000"), "datetime": datetime("-1951-12-27T12:20:30.000"), "duration": duration("P10Y11M12DT10H50M30S"), "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "rectangle": rectangle("5.1,11.8 87.6,15.6548"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "binary": hex("ABCDEF0123456789"), "uuid": uuid("5c848e5c-6b6a-498f-8452-8847a2957421") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.2.adm
new file mode 100644
index 0000000..abea200
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_01/alltypes_01.2.adm
@@ -0,0 +1 @@
+{ "t1_array_of_unknown": [ null, null ], "t2_multiset_of_unknown": {{ null, null }} }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_02/alltypes_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_02/alltypes_02.1.adm
index 2e678ca..e7a6ab1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_02/alltypes_02.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/alltypes_02/alltypes_02.1.adm
@@ -1 +1 @@
-{ "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": {{ "reading", "writing" }}, "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": date("-2011-01-27"), "time": time("12:20:30.000Z"), "datetime": datetime("-1951-12-27T12:20:30.000Z"), "duration": duration("P10Y11M12DT10H50M30S"), "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "rectangle": rectangle("5.1,11.8 87.6,15.6548"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "binary": hex("ABCDEF0123456789"), "uuid": uuid("5c848e5c-6b6a-498f-8452-8847a2957421") }
+{ "id": 10, "string": "Nancy", "float": 32.5, "double": -2013.5938237483274, "boolean": true, "int8": 125, "int16": 32765, "int32": 294967295, "int64": 1700000000000000000, "unorderedList": {{ "reading", "writing" }}, "orderedList": [ "Brad", "Scott" ], "record": { "number": 8389, "street": "Hill St.", "city": "Mountain View" }, "date": date("-2011-01-27"), "time": time("12:20:30.000"), "datetime": datetime("-1951-12-27T12:20:30.000"), "duration": duration("P10Y11M12DT10H50M30S"), "point": point("41.0,44.0"), "point3d": point3d("44.0,13.0,41.0"), "line": line("10.1,11.1 10.2,11.2"), "rectangle": rectangle("5.1,11.8 87.6,15.6548"), "polygon": polygon("1.2,1.3 2.1,2.5 3.5,3.6 4.6,4.8"), "circle": circle("10.1,11.1 10.2"), "binary": hex("ABCDEF0123456789"), "uuid": uuid("5c848e5c-6b6a-498f-8452-8847a2957421") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01/temp_types_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01/temp_types_01.1.adm
index fff02aa..a2c0d62 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01/temp_types_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/scan/temp_types_01/temp_types_01.1.adm
@@ -1 +1 @@
-{ "id": 10, "date": date("2011-01-27"), "time": time("12:20:30.000Z"), "datetime": datetime("1951-12-27T12:20:30.000Z"), "duration": duration("P30Y10M15DT10H30M50S"), "date2": date("2011-01-27"), "time2": time("17:20:30.999Z"), "datetime2": datetime("1951-12-27T21:05:30.250Z"), "duration2": duration("P10M15DT10H50S"), "date3": date("-2011-01-27"), "time3": time("12:20:30.999Z"), "datetime3": datetime("-1951-12-27T20:35:30.250Z"), "duration3": duration("-PT50S"), "date4": date("-2011-01-27"), "time4": time("12:20:30.000Z"), "datetime4": datetime("-1951-12-27T12:20:30.250Z"), "duration4": duration("-P10M"), "date5": date("2011-01-27"), "time5": time("12:20:30.000Z"), "datetime5": datetime("1951-12-27T12:20:30.000Z"), "duration5": duration("P30Y10M15DT10H30M50S") }
+{ "id": 10, "date": date("2011-01-27"), "time": time("12:20:30.000"), "datetime": datetime("1951-12-27T12:20:30.000"), "duration": duration("P30Y10M15DT10H30M50S"), "date2": date("2011-01-27"), "time2": time("12:20:30.999"), "datetime2": datetime("1951-12-27T12:20:30.250"), "duration2": duration("P10M15DT10H50S"), "date3": date("-2011-01-27"), "time3": time("12:20:30.999"), "datetime3": datetime("-1951-12-27T12:20:30.250"), "duration3": duration("-PT50S"), "date4": date("-2011-01-27"), "time4": time("12:20:30.000"), "datetime4": datetime("-1951-12-27T12:20:30.250"), "duration4": duration("-P10M"), "date5": date("2011-01-27"), "time5": time("12:20:30.000"), "datetime5": datetime("1951-12-27T12:20:30.000"), "duration5": duration("P30Y10M15DT10H30M50S") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.10.adm
index 5b2e7d4..15fa0e2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.10.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.10.adm
@@ -1,9 +1,9 @@
-datetime("2006-02-12T17:09:34.000Z")
-datetime("2007-03-11T16:10:24.000Z")
-datetime("2009-02-04T13:34:18.000Z")
-datetime("2010-08-11T08:31:39.000Z")
-datetime("2012-01-12T12:31:39.000Z")
-datetime("2012-01-12T18:31:39.000Z")
-datetime("2013-01-12T12:31:39.000Z")
-datetime("2014-02-07T12:29:39.000Z")
-datetime("2014-02-07T13:32:23.000Z")
\ No newline at end of file
+datetime("2006-02-12T17:09:34.000")
+datetime("2007-03-11T16:10:24.000")
+datetime("2009-02-04T13:34:18.000")
+datetime("2010-08-11T08:31:39.000")
+datetime("2012-01-12T12:31:39.000")
+datetime("2012-01-12T18:31:39.000")
+datetime("2013-01-12T12:31:39.000")
+datetime("2014-02-07T12:29:39.000")
+datetime("2014-02-07T13:32:23.000")
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.8.adm
index bd7179f..f32d0de 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.8.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sorting/range_hint/range_hint.8.adm
@@ -1,9 +1,9 @@
-time("02:16:11.300Z")
-time("03:13:10.400Z")
-time("08:24:10.800Z")
-time("09:28:10.200Z")
-time("11:23:20.000Z")
-time("12:37:10.000Z")
-time("16:54:43.123Z")
-time("19:38:23.765Z")
-time("23:12:23.938Z")
\ No newline at end of file
+time("02:16:11.300")
+time("03:13:10.400")
+time("08:24:10.800")
+time("09:28:10.200")
+time("11:23:20.000")
+time("12:37:10.000")
+time("16:54:43.123")
+time("19:38:23.765")
+time("23:12:23.938")
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.adm
new file mode 100644
index 0000000..255c5f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/hints_spatial_partitioning/hints_spatial_partitioning.1.adm
@@ -0,0 +1 @@
+{ "$1": 34 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.adm
new file mode 100644
index 0000000..255c5f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_dynamic_partitioning/spatial_join_dynamic_partitioning.1.adm
@@ -0,0 +1 @@
+{ "$1": 34 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_projection_check/spatial_join_projection_check.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_projection_check/spatial_join_projection_check.1.adm
new file mode 100644
index 0000000..3272f31
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_projection_check/spatial_join_projection_check.1.adm
@@ -0,0 +1,8 @@
+{ "name": "r1" }
+{ "name": "r1" }
+{ "name": "r1" }
+{ "name": "r1" }
+{ "name": "r2" }
+{ "name": "r2" }
+{ "name": "r2" }
+{ "name": "r2" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.adm
new file mode 100644
index 0000000..255c5f6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_join_static_partitioning/spatial_join_static_partitioning.1.adm
@@ -0,0 +1 @@
+{ "$1": 34 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.adm
new file mode 100644
index 0000000..190a8f4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/spatial/spatial_left_outer_join_st_intersects/spatial_left_outer_join_st_intersects.1.adm
@@ -0,0 +1 @@
+{ "$1": 104 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.1.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.1.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.2.adm
similarity index 100%
copy from asterixdb/asterix-app/src/test/resources/runtimets/results/parquet/select-count-one-field/select-count-one-field.1.json
copy to asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.2.adm
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.3.adm
new file mode 100644
index 0000000..3237a60
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.3.adm
@@ -0,0 +1,3 @@
+0
+1
+3
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.4.adm
new file mode 100644
index 0000000..3237a60
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/in_non_list_01/in_non_list_01.4.adm
@@ -0,0 +1,3 @@
+0
+1
+3
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.3.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.3.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.4.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.4.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.5.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.5.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.6.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.6.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.8.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.8.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.9.adm
new file mode 100644
index 0000000..e4704d3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_join_01/outer_join_01.9.adm
@@ -0,0 +1,9 @@
+{ "b": 1, "y": null }
+{ "b": 2, "y": null }
+{ "b": 3, "y": 100 }
+{ "b": 3, "y": 101 }
+{ "b": 4, "y": 100 }
+{ "b": 4, "y": 101 }
+{ "b": 5, "y": 102 }
+{ "b": 6, "y": 102 }
+{ "b": 7, "y": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.3.adm
new file mode 100644
index 0000000..5e02a06
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.3.adm
@@ -0,0 +1,13 @@
+{ "id": 1, "ai": 1 }
+{ "id": 2, "ai": 1 }
+{ "id": 2, "ai": 2 }
+{ "id": 3, "ai": null }
+{ "id": 4, "ai": null }
+{ "id": 5, "ai": null }
+{ "id": 6, "ai": 1 }
+{ "id": 6, "ai": 2 }
+{ "id": 6, "ai": 3 }
+{ "id": 7 }
+{ "id": 7, "ai": null }
+{ "id": 7, "ai": 1 }
+{ "id": 7, "ai": 4 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.4.adm
new file mode 100644
index 0000000..d0a8bd8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/outer_unnest_01/outer_unnest_01.4.adm
@@ -0,0 +1,13 @@
+{ "id": 1, "pi": 1, "ai": 1 }
+{ "id": 2, "pi": 1, "ai": 1 }
+{ "id": 2, "pi": 2, "ai": 2 }
+{ "id": 3, "pi": null, "ai": null }
+{ "id": 4, "pi": null, "ai": null }
+{ "id": 5, "pi": null, "ai": null }
+{ "id": 6, "pi": 1, "ai": 1 }
+{ "id": 6, "pi": 2, "ai": 2 }
+{ "id": 6, "pi": 3, "ai": 3 }
+{ "id": 7, "pi": 2 }
+{ "id": 7, "pi": 3, "ai": null }
+{ "id": 7, "pi": 1, "ai": 1 }
+{ "id": 7, "pi": 4, "ai": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.1.adm
new file mode 100644
index 0000000..7c1ec37
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.1.adm
@@ -0,0 +1,2 @@
+{ "x": 1, "y": -1 }
+{ "x": 2, "y": -2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.2.adm
new file mode 100644
index 0000000..26cb874
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/select_star_01/select_star_01.2.adm
@@ -0,0 +1 @@
+{ "2": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.adm
new file mode 100644
index 0000000..b56511d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.1.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": 1 }
+{ "r1": 2, "r3": 2 }
+{ "r1": 3, "r3": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.adm
new file mode 100644
index 0000000..b56511d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.10.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": 1 }
+{ "r1": 2, "r3": 2 }
+{ "r1": 3, "r3": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.adm
new file mode 100644
index 0000000..ccb7162
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.2.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": true }
+{ "r1": 2, "r3": false }
+{ "r1": 3, "r3": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.adm
new file mode 100644
index 0000000..572906d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.3.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 2 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.adm
new file mode 100644
index 0000000..b691ed70d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.4.adm
@@ -0,0 +1,2 @@
+{ "r1": [ 1 ], "x": false }
+{ "r1": [ 2, 3 ], "x": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.adm
new file mode 100644
index 0000000..2b2c0bb
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.5.adm
@@ -0,0 +1,2 @@
+{ "k": 1 }
+{ "k": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.adm
new file mode 100644
index 0000000..9abbfb0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.6.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r2": 1 }
+{ "r1": 2, "r2": 1 }
+{ "r1": 3, "r2": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.adm
new file mode 100644
index 0000000..2f0a933
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.7.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": [ { "$2": 1 } ], "r4": [ { "$1": 2 } ] }
+{ "r1": 2, "r3": [ { "$2": 2 } ], "r4": [ { "$1": 2 } ] }
+{ "r1": 3, "r3": [ { "$2": 3 } ], "r4": [ { "$1": 2 } ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.adm
new file mode 100644
index 0000000..69413bd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.8.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": [ 1 ] }
+{ "r1": 2, "r3": [ 2 ] }
+{ "r1": 3, "r3": [ 3 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.adm
new file mode 100644
index 0000000..b56511d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_01_scalar/subquery_coercion_01_scalar.9.adm
@@ -0,0 +1,3 @@
+{ "r1": 1, "r3": 1 }
+{ "r1": 2, "r3": 2 }
+{ "r1": 3, "r3": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.adm
new file mode 100644
index 0000000..29cc57e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.1.adm
@@ -0,0 +1,2 @@
+{ "r1": 1 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.10.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.adm
new file mode 100644
index 0000000..6280446
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.11.adm
@@ -0,0 +1 @@
+{ "cnt": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.adm
new file mode 100644
index 0000000..29cc57e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.12.adm
@@ -0,0 +1,2 @@
+{ "r1": 1 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.13.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.14.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.adm
new file mode 100644
index 0000000..572906d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.15.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 2 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.adm
new file mode 100644
index 0000000..29cc57e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.2.adm
@@ -0,0 +1,2 @@
+{ "r1": 1 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.adm
new file mode 100644
index 0000000..29cc57e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.3.adm
@@ -0,0 +1,2 @@
+{ "r1": 1 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.4.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.5.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.6.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.7.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.8.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.adm
new file mode 100644
index 0000000..7dd2c57
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_03_cmp/subquery_coercion_03_cmp.9.adm
@@ -0,0 +1 @@
+{ "r1": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.adm
new file mode 100644
index 0000000..6372bdc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.1.adm
@@ -0,0 +1,2 @@
+{ "r1": 2 }
+{ "r1": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.adm
new file mode 100644
index 0000000..bcec791
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.10.adm
@@ -0,0 +1,2 @@
+{ "r1": 3 }
+{ "r1": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.adm
new file mode 100644
index 0000000..bfd12d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.11.adm
@@ -0,0 +1,2 @@
+{ "r1": 4 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.adm
new file mode 100644
index 0000000..bfd12d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.12.adm
@@ -0,0 +1,2 @@
+{ "r1": 4 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.adm
new file mode 100644
index 0000000..bfd12d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.13.adm
@@ -0,0 +1,2 @@
+{ "r1": 4 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.adm
new file mode 100644
index 0000000..bfd12d4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.14.adm
@@ -0,0 +1,2 @@
+{ "r1": 4 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.adm
new file mode 100644
index 0000000..6372bdc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.2.adm
@@ -0,0 +1,2 @@
+{ "r1": 2 }
+{ "r1": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.adm
new file mode 100644
index 0000000..6372bdc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.3.adm
@@ -0,0 +1,2 @@
+{ "r1": 2 }
+{ "r1": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.adm
new file mode 100644
index 0000000..6372bdc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.4.adm
@@ -0,0 +1,2 @@
+{ "r1": 2 }
+{ "r1": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.adm
new file mode 100644
index 0000000..776e930
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.5.adm
@@ -0,0 +1,4 @@
+{ "r1": 1 }
+{ "r1": 2 }
+{ "r1": 5 }
+{ "r1": 6 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.adm
new file mode 100644
index 0000000..f90118e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.6.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 3 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.adm
new file mode 100644
index 0000000..f90118e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.7.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 3 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.adm
new file mode 100644
index 0000000..f90118e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.8.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 3 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.adm
new file mode 100644
index 0000000..f90118e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_05_in/subquery_coercion_05_in.9.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 3 }
+{ "r1": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.adm
new file mode 100644
index 0000000..572906d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.1.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 2 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.adm
new file mode 100644
index 0000000..902bb20
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.2.adm
@@ -0,0 +1,3 @@
+{ "nr1": -2, "nr3": -2 }
+{ "nr1": -3, "nr3": -3 }
+{ "nr1": -4, "nr3": -4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.adm
new file mode 100644
index 0000000..f93af83
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_07_from/subquery_coercion_07_from.3.adm
@@ -0,0 +1,9 @@
+{ "x": 1, "y": 1 }
+{ "x": 1, "y": 2 }
+{ "x": 1, "y": 3 }
+{ "x": 2, "y": 2 }
+{ "x": 2, "y": 3 }
+{ "x": 2, "y": 4 }
+{ "x": 3, "y": 3 }
+{ "x": 3, "y": 4 }
+{ "x": 3, "y": 5 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.adm
new file mode 100644
index 0000000..250a30a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.1.adm
@@ -0,0 +1,2 @@
+{ "r1": 1 }
+{ "r1": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.adm
new file mode 100644
index 0000000..572906d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.2.adm
@@ -0,0 +1,3 @@
+{ "r1": 1 }
+{ "r1": 2 }
+{ "r1": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.adm
new file mode 100644
index 0000000..6cd767c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.3.adm
@@ -0,0 +1,2 @@
+{ "r1": 2, "x": [ { "a": 2, "b": 3 } ] }
+{ "r1": 3, "x": [ { "a": 2, "b": 3 }, { "a": 3, "b": 4 } ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.adm
new file mode 100644
index 0000000..82978d9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/subquery_coercion_08_misc/subquery_coercion_08_misc.4.adm
@@ -0,0 +1 @@
+{ "r1": 1, "x": [  ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.3.adm
new file mode 100644
index 0000000..53680ee
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.3.adm
@@ -0,0 +1,13 @@
+{ "id": 202, "a": 4, "b": 202 }
+{ "id": 201, "a": 3, "b": 201 }
+{ "id": 200, "a": 3, "b": 200 }
+{ "id": 102, "a": 3, "b": 102 }
+{ "id": 101, "a": 2, "b": 101 }
+{ "id": 100, "a": 2, "b": 100 }
+{ "id": 7, "a": 4, "b": 7 }
+{ "id": 6, "a": 3, "b": 6 }
+{ "id": 5, "a": 3, "b": 5 }
+{ "id": 4, "a": 2, "b": 4 }
+{ "id": 3, "a": 2, "b": 3 }
+{ "id": 2, "a": 1, "b": 2 }
+{ "id": 1, "a": 1, "b": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.4.adm
new file mode 100644
index 0000000..b1ed67c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.4.adm
@@ -0,0 +1,13 @@
+{ "a": 4, "b": 202 }
+{ "a": 4, "b": 7 }
+{ "a": 3, "b": 201 }
+{ "a": 3, "b": 200 }
+{ "a": 3, "b": 102 }
+{ "a": 3, "b": 6 }
+{ "a": 3, "b": 5 }
+{ "a": 2, "b": 101 }
+{ "a": 2, "b": 100 }
+{ "a": 2, "b": 4 }
+{ "a": 2, "b": 3 }
+{ "a": 1, "b": 2 }
+{ "a": 1, "b": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.5.adm
new file mode 100644
index 0000000..60dc861
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.5.adm
@@ -0,0 +1,13 @@
+{ "id": 202, "e": 4, "f": 202 }
+{ "id": 201, "e": 3, "f": 201 }
+{ "id": 200, "e": 3, "f": 200 }
+{ "id": 102, "c": 3, "d": 102 }
+{ "id": 101, "c": 2, "d": 101 }
+{ "id": 100, "c": 2, "d": 100 }
+{ "id": 7, "a": 4, "b": 7 }
+{ "id": 6, "a": 3, "b": 6 }
+{ "id": 5, "a": 3, "b": 5 }
+{ "id": 4, "a": 2, "b": 4 }
+{ "id": 3, "a": 2, "b": 3 }
+{ "id": 2, "a": 1, "b": 2 }
+{ "id": 1, "a": 1, "b": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.6.adm
new file mode 100644
index 0000000..6ce501e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.6.adm
@@ -0,0 +1,3 @@
+{ "x": 2, "y": 3 }
+{ "x": 2, "y": 100 }
+{ "x": 3, "y": 200 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.7.adm
new file mode 100644
index 0000000..68d0470
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.7.adm
@@ -0,0 +1,3 @@
+{ "x": 1 }
+{ "x": 101 }
+{ "x": 201 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.8.adm
new file mode 100644
index 0000000..ada7b8c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/sql-compat/union_all_01/union_all_01.8.adm
@@ -0,0 +1,2 @@
+{ "x": 0, "y": 2 }
+{ "x": 1, "y": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/string-literal1/string-literal1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/string-literal1/string-literal1.1.adm
new file mode 100644
index 0000000..1804cf8
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/string-literal1/string-literal1.1.adm
@@ -0,0 +1,8 @@
+{ "i": 0, "s": "xs0" }
+{ "i": 1, "s": "xs1'ys1" }
+{ "i": 2, "s": "xs2'ys2'zs2" }
+{ "i": 3, "s": "xs3" }
+{ "i": 4, "s": "xd0" }
+{ "i": 5, "s": "xd1\"yd1" }
+{ "i": 6, "s": "xd2\"yd2\"zd2" }
+{ "i": 7, "s": "xd3" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substr1/substr1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substr1/substr1.1.adm
index ba46923..f524208 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substr1/substr1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substr1/substr1.1.adm
@@ -1 +1 @@
-[ "g", null, "ab", "bc", "cd" ]
\ No newline at end of file
+[ "g", "ab", "ab", "bc", "cd" ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substring1/substring1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substring1/substring1.1.adm
index ba46923..f524208 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substring1/substring1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substr01/offset1/substring1/substring1.1.adm
@@ -1 +1 @@
-[ "g", null, "ab", "bc", "cd" ]
\ No newline at end of file
+[ "g", "ab", "ab", "bc", "cd" ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substr1/substr1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substr1/substr1.1.adm
index 772cf57..fb038ae 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substr1/substr1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substr1/substr1.1.adm
@@ -1 +1 @@
-[ "g", null, "abcdefg", "bcdefg", "cdefg" ]
\ No newline at end of file
+[ "g", "abcdefg", "abcdefg", "bcdefg", "cdefg" ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substring1/substring1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substring1/substring1.1.adm
index 772cf57..fb038ae 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substring1/substring1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/string/substring2-1/offset1/substring1/substring1.1.adm
@@ -1 +1 @@
-[ "g", null, "abcdefg", "bcdefg", "cdefg" ]
\ No newline at end of file
+[ "g", "abcdefg", "abcdefg", "bcdefg", "cdefg" ]
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.adm
new file mode 100644
index 0000000..99fe65f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/subquery/query-ASTERIXDB-3006/query-ASTERIXDB-3006.3.adm
@@ -0,0 +1,2 @@
+{ "id": 2, "a": [ { "b": 2 }, { "b": 22 }, { "b": 222 } ] }
+{ "id": 3, "a": [ { "b": 3 }, { "b": 33 }, { "b": 333 } ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors/accessors.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors/accessors.1.adm
index 9689c04..a4ecb44 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors/accessors.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors/accessors.1.adm
@@ -1 +1 @@
-{ "year1": 2010, "year2": 1987, "year3": -1987, "year4": 928, "year5": 1937, "year6": -3, "year7": 9, "year8": 9, "year-null": null, "month1": 10, "month2": 11, "month3": 11, "month4": 3, "month5": 12, "month6": 1, "month7": 0, "month-null": null, "day1": 30, "day2": 19, "day3": 19, "day4": 29, "day5": 29, "day6": 634, "day7": 34, "day-null": null, "hour1": 23, "hour2": 20, "hour3": 5, "hour4": 14, "hour5": 14, "hour-null": null, "min1": 49, "min2": 3, "min3": 23, "min4": 28, "min5": 28, "min-null": null, "second1": 23, "second2": 6, "second3": 34, "second4": 48, "second5": 48, "second-null": null, "ms1": 938, "ms2": 280, "ms3": 930, "ms4": 94, "ms5": 94, "ms-null": null }
+{ "year1": 2010, "year2": 1987, "year3": -1987, "year4": 928, "year5": 1937, "year6": -3, "year7": 9, "year8": 9, "year-null": null, "month1": 10, "month2": 11, "month3": 11, "month4": 3, "month5": 12, "month6": 1, "month7": 0, "month-null": null, "day1": 30, "day2": 19, "day3": 19, "day4": 29, "day5": 29, "day6": 634, "day7": 34, "day-null": null, "hour1": 23, "hour2": 20, "hour3": 12, "hour4": 14, "hour5": 14, "hour-null": null, "min1": 49, "min2": 3, "min3": 23, "min4": 28, "min5": 28, "min-null": null, "second1": 23, "second2": 6, "second3": 34, "second4": 48, "second5": 48, "second-null": null, "ms1": 938, "ms2": 280, "ms3": 930, "ms4": 94, "ms5": 94, "ms-null": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors_interval/accessors_interval.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors_interval/accessors_interval.1.adm
index bdb8264..b15057e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors_interval/accessors_interval.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/accessors_interval/accessors_interval.1.adm
@@ -1 +1 @@
-{ "start1": date("2010-10-30"), "end1": date("2013-04-01"), "start2": time("08:09:10.234Z"), "end2": time("12:30:40.567Z"), "start3": datetime("2009-08-31T16:00:00.000Z"), "end3": datetime("2013-04-04T16:00:00.000Z") }
+{ "start1": date("2010-10-30"), "end1": date("2013-04-01"), "start2": time("08:09:10.234"), "end2": time("20:30:40.567"), "start3": datetime("2009-09-01T00:00:00.000"), "end3": datetime("2013-04-04T00:00:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_max/agg_max.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_max/agg_max.1.adm
index cd8ae70..916ff4b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_max/agg_max.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_max/agg_max.1.adm
@@ -1 +1 @@
-{ "m0": time("23:49:23.938Z"), "m1": date("2194-07-06"), "m2": datetime("2013-01-12T12:31:39.000Z"), "m3": day-time-duration("P3DT2S"), "m4": year-month-duration("P2Y5M") }
+{ "m0": time("23:49:23.938"), "m1": date("2194-07-06"), "m2": datetime("2013-01-12T12:31:39.000"), "m3": day-time-duration("P3DT2S"), "m4": year-month-duration("P2Y5M") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_min/agg_min.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_min/agg_min.1.adm
index 268d760..501b4fa 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_min/agg_min.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/agg_min/agg_min.1.adm
@@ -1 +1 @@
-{ "m0": time("09:28:10.900Z"), "m1": date("-1904-01-06"), "m2": datetime("2012-01-12T12:31:39.000Z"), "m3": day-time-duration("PT5.329S"), "m4": year-month-duration("P5M") }
+{ "m0": time("09:28:10.900"), "m1": date("-1904-01-06"), "m2": datetime("2012-01-12T12:31:39.000"), "m3": day-time-duration("PT5.329S"), "m4": year-month-duration("P5M") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.1.adm
new file mode 100644
index 0000000..56ec78b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.1.adm
@@ -0,0 +1 @@
+{ "t1": true, "t2": true, "t3": true, "t4": true, "cnt": 1000 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.2.adm
new file mode 100644
index 0000000..9f4721f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/current_date_time_01/current_date_time_01.2.adm
@@ -0,0 +1,2 @@
+{ "t1": true, "t2": true, "t3": true, "t4": true }
+{ "t1": true, "t2": true, "t3": true, "t4": true }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/date_functions/date_functions.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/date_functions/date_functions.1.adm
index 5529bfd..e568b7b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/date_functions/date_functions.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/date_functions/date_functions.1.adm
@@ -1 +1 @@
-{ "date1": date("2012-09-17"), "date2": date("1327-12-02"), "date3": date("2012-10-10"), "date4": date("2010-05-17"), "date5": date("1703-08-09"), "unix1": 15600, "duration1": duration("P137216D"), "duration2": duration("-P854D"), "c1": true, "c2": true, "null1": null, "nullunix1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null }
+{ "date1": date("2012-09-17"), "date2": date("1327-12-02"), "date3": date("2012-10-11"), "date4": date("2010-05-17"), "date5": date("1703-08-09"), "unix1": 15600, "duration1": duration("P137216D"), "duration2": duration("-P854D"), "c1": true, "c2": true, "null1": null, "nullunix1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.1.adm
index 5ed1acf..12cda4f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.1.adm
@@ -1 +1 @@
-{ "datetime1": datetime("1970-01-12T01:33:27.429Z"), "datetime1secs": datetime("2012-12-21T00:00:00.000Z"), "datetime2": datetime("1327-12-02T23:35:49.938Z"), "datetime3": datetime("1327-12-02T23:35:49.938Z"), "datetime4": datetime("1969-12-12T01:33:26.429Z"), "datetime5": datetime("1970-02-12T01:33:28.429Z"), "unixms1": 956007429, "unixsecs1": 1356048000, "duration1": duration("-P234526DT1H57M37.491S"), "c1": true, "null1": null, "null1secs": null, "nullunixms1": null, "nullunixsecs1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null, "null7": null }
+{ "datetime1": datetime("1970-01-12T01:33:27.429"), "datetime1secs": datetime("2012-12-21T00:00:00.000"), "datetime2": datetime("1327-12-02T15:35:49.938"), "datetime3": datetime("1327-12-02T15:35:49.938"), "datetime4": datetime("1969-12-12T01:33:26.429"), "datetime5": datetime("1970-02-12T01:33:28.429"), "unixms1": 956007429, "unixsecs1": 1356048000, "duration1": duration("-P234526DT9H57M37.491S"), "c1": true, "null1": null, "null1secs": null, "nullunixms1": null, "nullunixsecs1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null, "null7": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.2.adm
new file mode 100644
index 0000000..8aed57e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/datetime_functions/datetime_functions.2.adm
@@ -0,0 +1,3 @@
+{ "tz": "UTC", "s1": "2021-09-15T02:01:01.000", "s2": "2021-09-15T02:01:01.000", "m1": "2021-09-15T02:01:01.000", "m2": "2021-09-15T02:01:01.000", "us1": true, "us2": true, "um1": true, "um2": true }
+{ "tz": "America/Los_Angeles", "s1": "2021-09-15T02:01:01.000", "s2": "2021-09-14T19:01:01.000", "m1": "2021-09-15T02:01:01.000", "m2": "2021-09-14T19:01:01.000", "us1": true, "us2": true, "um1": true, "um2": true }
+{ "tz": "Asia/Tokyo", "s1": "2021-09-15T02:01:01.000", "s2": "2021-09-15T11:01:01.000", "m1": "2021-09-15T02:01:01.000", "m2": "2021-09-15T11:01:01.000", "us1": true, "us2": true, "um1": true, "um2": true }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_week_01/day_of_week_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_week_01/day_of_week_01.2.adm
new file mode 100644
index 0000000..7b75fe7
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_week_01/day_of_week_01.2.adm
@@ -0,0 +1,7 @@
+{ "r": 1, "mn": 1, "mx": 1 }
+{ "r": 2, "mn": 7, "mx": 7 }
+{ "r": 3, "mn": 6, "mx": 6 }
+{ "r": 4, "mn": 5, "mx": 5 }
+{ "r": 5, "mn": 4, "mx": 4 }
+{ "r": 6, "mn": 3, "mx": 3 }
+{ "r": 7, "mn": 2, "mx": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.1.adm
new file mode 100644
index 0000000..c6f8a6d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.1.adm
@@ -0,0 +1,7 @@
+{ "r": 1, "mn": 1, "mx": 1 }
+{ "r": 2, "mn": 2, "mx": 2 }
+{ "r": 3, "mn": 3, "mx": 3 }
+{ "r": 4, "mn": 4, "mx": 4 }
+{ "r": 5, "mn": 5, "mx": 5 }
+{ "r": 6, "mn": 6, "mx": 6 }
+{ "r": 7, "mn": 7, "mx": 7 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.2.adm
new file mode 100644
index 0000000..f509856
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/day_of_year_01/day_of_year_01.2.adm
@@ -0,0 +1 @@
+{ "s1": 66795, "s2": 66795 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/get_overlapping_interval/get_overlapping_interval.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/get_overlapping_interval/get_overlapping_interval.1.adm
index 35e5706..3f0583b 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/get_overlapping_interval/get_overlapping_interval.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/get_overlapping_interval/get_overlapping_interval.1.adm
@@ -1 +1 @@
-{ "overlap1": interval(time("12:23:39.000Z"), time("18:27:19.000Z")), "overlap2": null, "overlap3": null, "overlap4": interval(date("2013-01-01"), date("2014-01-01")), "overlap5": interval(datetime("1989-03-04T12:23:39.000Z"), datetime("2000-10-30T18:27:19.000Z")), "overlap6": null }
+{ "overlap1": interval(time("12:23:39.000"), time("18:27:19.000")), "overlap2": null, "overlap3": null, "overlap4": interval(date("2013-01-01"), date("2014-01-01")), "overlap5": interval(datetime("1989-03-04T12:23:39.000"), datetime("2000-10-30T18:27:19.000")), "overlap6": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds/insert_from_ext_ds.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds/insert_from_ext_ds.1.adm
index 5d29db0..115ccbb 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds/insert_from_ext_ds.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds/insert_from_ext_ds.1.adm
@@ -1,4 +1,4 @@
-{ "date": date("-2012-12-12"), "time": time("23:49:12.390Z"), "datetime": datetime("2012-12-12T00:00:00.001Z"), "duration": duration("P20Y19DT4H14M23.34S"), "interval": interval(datetime("2012-12-12T00:00:00.001Z"), datetime("2013-08-10T22:10:15.398Z")) }
-{ "time": time("04:12:12.219Z"), "datetime": datetime("1920-12-21T11:29:18.478Z"), "interval": interval(time("04:29:30.000Z"), time("07:59:59.999Z")) }
-{ "datetime": datetime("-0290-03-22T17:59:48.999Z"), "duration": duration("-P27Y148D"), "interval": interval(date("-2012-03-17"), date("2013-04-01")) }
+{ "date": date("-2012-12-12"), "time": time("23:49:12.390"), "datetime": datetime("2012-12-12T00:00:00.001"), "duration": duration("P20Y19DT4H14M23.34S"), "interval": interval(datetime("2012-12-12T00:00:00.001"), datetime("2013-08-10T22:10:15.398")) }
+{ "time": time("12:12:12.219"), "datetime": datetime("1920-12-20T23:29:18.478"), "interval": interval(time("12:29:30.000"), time("23:59:59.999")) }
+{ "datetime": datetime("-0290-03-23T00:59:48.999"), "duration": duration("-P27Y148D"), "interval": interval(date("-2012-03-17"), date("2013-04-01")) }
 { "ymduration": year-month-duration("P31Y2M"), "dtduration": day-time-duration("-P148D") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds_2/insert_from_ext_ds_2.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds_2/insert_from_ext_ds_2.1.adm
index 2b03194..f5a0807 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds_2/insert_from_ext_ds_2.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/insert_from_ext_ds_2/insert_from_ext_ds_2.1.adm
@@ -1,3 +1,3 @@
-{ "date": date("-9971-09-24"), "time": time("11:38:17.154Z"), "datetime": datetime("1259-11-13T09:49:11.852Z"), "duration": duration("P473653Y9M4566143DT10H20M53.61S"), "year-month-duration": year-month-duration("P148233Y10M"), "day-time-duration": day-time-duration("-P7236357DT2H56M56.164S"), "date-interval": interval(date("-0255-09-06"), date("4925-05-03")), "time-interval": interval(time("12:10:45.169Z"), time("15:37:48.736Z")), "datetime-interval": interval(datetime("0534-12-08T08:20:31.487Z"), datetime("6778-02-16T22:40:21.653Z")) }
-{ "date": date("4619-11-23"), "time": time("14:29:36.786Z"), "datetime": datetime("2749-01-27T17:27:30.020Z"), "duration": duration("-P474133Y7M854630DT4H40M6.45S"), "year-month-duration": year-month-duration("P193989Y3M"), "day-time-duration": day-time-duration("P4477686DT4H49M31.87S"), "date-interval": interval(date("-9537-08-04"), date("9656-06-03")), "time-interval": interval(time("12:04:45.689Z"), time("12:41:59.002Z")), "datetime-interval": interval(datetime("-2640-10-11T17:32:15.675Z"), datetime("4104-02-01T05:59:11.902Z")) }
-{ "date": date("7986-11-25"), "time": time("12:49:39.736Z"), "datetime": datetime("-8337-01-30T15:23:07.598Z"), "duration": duration("-P184484Y7M2241423DT10H42M49.500S"), "year-month-duration": year-month-duration("-P546031Y3M"), "day-time-duration": day-time-duration("P2623386DT10H32M31.983S"), "date-interval": interval(date("-4514-05-24"), date("3337-08-26")), "time-interval": interval(time("04:16:42.321Z"), time("12:22:56.816Z")), "datetime-interval": interval(datetime("2129-12-12T13:18:35.758Z"), datetime("8647-07-01T13:10:19.691Z")) }
+{ "date": date("-9971-09-24"), "time": time("11:38:17.154"), "datetime": datetime("1259-11-13T09:49:11.852"), "duration": duration("P473653Y9M4566143DT10H20M53.61S"), "year-month-duration": year-month-duration("P148233Y10M"), "day-time-duration": day-time-duration("-P7236357DT2H56M56.164S"), "date-interval": interval(date("-0255-09-06"), date("4925-05-03")), "time-interval": interval(time("12:10:45.169"), time("15:37:48.736")), "datetime-interval": interval(datetime("0534-12-08T08:20:31.487"), datetime("6778-02-16T22:40:21.653")) }
+{ "date": date("4619-11-23"), "time": time("14:29:36.786"), "datetime": datetime("2749-01-27T17:27:30.020"), "duration": duration("-P474133Y7M854630DT4H40M6.45S"), "year-month-duration": year-month-duration("P193989Y3M"), "day-time-duration": day-time-duration("P4477686DT4H49M31.87S"), "date-interval": interval(date("-9537-08-04"), date("9656-06-03")), "time-interval": interval(time("12:04:45.689"), time("12:41:59.002")), "datetime-interval": interval(datetime("-2640-10-11T17:32:15.675"), datetime("4104-02-01T05:59:11.902")) }
+{ "date": date("7986-11-25"), "time": time("12:49:39.736"), "datetime": datetime("-8337-01-30T15:23:07.598"), "duration": duration("-P184484Y7M2241423DT10H42M49.500S"), "year-month-duration": year-month-duration("-P546031Y3M"), "day-time-duration": day-time-duration("P2623386DT10H32M31.983S"), "date-interval": interval(date("-4514-05-24"), date("3337-08-26")), "time-interval": interval(time("04:16:42.321"), time("12:22:56.816")), "datetime-interval": interval(datetime("2129-12-12T13:18:35.758"), datetime("8647-07-01T13:10:19.691")) }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin/interval_bin.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin/interval_bin.1.adm
index f791665..5f98e09 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin/interval_bin.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin/interval_bin.1.adm
@@ -1 +1 @@
-{ "bin1": interval(date("2010-01-01"), date("2011-01-01")), "bin2": interval(date("2010-01-01"), date("2011-01-01")), "bin3": interval(datetime("-1987-07-01T00:00:00.000Z"), datetime("-1986-01-01T00:00:00.000Z")), "bin4": interval(datetime("-1987-11-19T12:00:00.000Z"), datetime("-1987-11-20T00:00:00.000Z")), "bin5": interval(time("04:00:00.000Z"), time("06:00:00.000Z")), "bin6": null, "bin7": null, "bin8": null }
+{ "bin1": interval(date("2010-01-01"), date("2011-01-01")), "bin2": interval(date("2010-01-01"), date("2011-01-01")), "bin3": interval(datetime("-1987-07-01T00:00:00.000"), datetime("-1986-01-01T00:00:00.000")), "bin4": interval(datetime("-1987-11-19T12:00:00.000"), datetime("-1987-11-20T00:00:00.000")), "bin5": interval(time("12:00:00.000"), time("14:00:00.000")), "bin6": null, "bin7": null, "bin8": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_0/interval_bin_gby_0.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_0/interval_bin_gby_0.1.adm
index aa0f939..2174865 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_0/interval_bin_gby_0.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_0/interval_bin_gby_0.1.adm
@@ -1,4 +1,4 @@
-{ "tbin": interval(datetime("-1990-01-01T00:00:00.000Z"), datetime("-1970-01-01T00:00:00.000Z")), "count": 4 }
-{ "tbin": interval(datetime("-0990-01-01T00:00:00.000Z"), datetime("-0970-01-01T00:00:00.000Z")), "count": 1 }
-{ "tbin": interval(datetime("1970-01-01T00:00:00.000Z"), datetime("1990-01-01T00:00:00.000Z")), "count": 5 }
-{ "tbin": interval(datetime("2010-01-01T00:00:00.000Z"), datetime("2030-01-01T00:00:00.000Z")), "count": 2 }
+{ "tbin": interval(datetime("-1990-01-01T00:00:00.000"), datetime("-1970-01-01T00:00:00.000")), "count": 4 }
+{ "tbin": interval(datetime("-0990-01-01T00:00:00.000"), datetime("-0970-01-01T00:00:00.000")), "count": 1 }
+{ "tbin": interval(datetime("1970-01-01T00:00:00.000"), datetime("1990-01-01T00:00:00.000")), "count": 5 }
+{ "tbin": interval(datetime("2010-01-01T00:00:00.000"), datetime("2030-01-01T00:00:00.000")), "count": 2 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_1/interval_bin_gby_1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_1/interval_bin_gby_1.1.adm
index cbcc124..2aa1554 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_1/interval_bin_gby_1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_bin_gby_1/interval_bin_gby_1.1.adm
@@ -1,8 +1,8 @@
-{ "tbin": interval(time("00:20:00.000Z"), time("00:30:00.000Z")), "count": 1 }
-{ "tbin": interval(time("09:30:00.000Z"), time("09:40:00.000Z")), "count": 1 }
-{ "tbin": interval(time("17:20:00.000Z"), time("17:30:00.000Z")), "count": 1 }
-{ "tbin": interval(time("18:00:00.000Z"), time("18:10:00.000Z")), "count": 1 }
-{ "tbin": interval(time("23:20:00.000Z"), time("23:30:00.000Z")), "count": 1 }
-{ "tbin": interval(time("23:30:00.000Z"), time("23:40:00.000Z")), "count": 1 }
-{ "tbin": interval(time("23:40:00.000Z"), time("23:50:00.000Z")), "count": 5 }
-{ "tbin": interval(time("23:50:00.000Z"), time("00:00:00.000Z")), "count": 1 }
+{ "tbin": interval(time("00:20:00.000"), time("00:30:00.000")), "count": 1 }
+{ "tbin": interval(time("09:30:00.000"), time("09:40:00.000")), "count": 1 }
+{ "tbin": interval(time("17:20:00.000"), time("17:30:00.000")), "count": 1 }
+{ "tbin": interval(time("18:00:00.000"), time("18:10:00.000")), "count": 1 }
+{ "tbin": interval(time("23:20:00.000"), time("23:30:00.000")), "count": 1 }
+{ "tbin": interval(time("23:30:00.000"), time("23:40:00.000")), "count": 1 }
+{ "tbin": interval(time("23:40:00.000"), time("23:50:00.000")), "count": 5 }
+{ "tbin": interval(time("23:50:00.000"), time("00:00:00.000")), "count": 1 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.adm
new file mode 100644
index 0000000..a105d6e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/interval_joins/interval_join_projection_check/interval_join_projection_check.1.adm
@@ -0,0 +1,8 @@
+{ "name": "i1" }
+{ "name": "i1" }
+{ "name": "i1" }
+{ "name": "i1" }
+{ "name": "i2" }
+{ "name": "i2" }
+{ "name": "i2" }
+{ "name": "i2" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins/overlap_bins.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins/overlap_bins.1.adm
index 14f6aaea..fa097b9 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins/overlap_bins.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins/overlap_bins.1.adm
@@ -1 +1 @@
-{ "timebins": [ interval(time("17:00:00.000Z"), time("17:30:00.000Z")), interval(time("17:30:00.000Z"), time("18:00:00.000Z")), interval(time("18:00:00.000Z"), time("18:30:00.000Z")), interval(time("18:30:00.000Z"), time("19:00:00.000Z")) ], "datebins": [ interval(date("1980-01-01"), date("1990-01-01")), interval(date("1990-01-01"), date("2000-01-01")), interval(date("2000-01-01"), date("2010-01-01")), interval(date("2010-01-01"), date("2020-01-01")) ], "datetimebins": [ interval(datetime("1800-01-01T00:00:00.000Z"), datetime("1900-01-01T00:00:00.000Z")), interval(datetime("1900-01-01T00:00:00.000Z"), datetime("2000-01-01T00:00:00.000Z")), interval(datetime("2000-01-01T00:00:00.000Z"), datetime("2100-01-01T00:00:00.000Z")) ] }
+{ "timebins": [ interval(time("17:00:00.000"), time("17:30:00.000")), interval(time("17:30:00.000"), time("18:00:00.000")), interval(time("18:00:00.000"), time("18:30:00.000")), interval(time("18:30:00.000"), time("19:00:00.000")) ], "datebins": [ interval(date("1980-01-01"), date("1990-01-01")), interval(date("1990-01-01"), date("2000-01-01")), interval(date("2000-01-01"), date("2010-01-01")), interval(date("2010-01-01"), date("2020-01-01")) ], "datetimebins": [ interval(datetime("1800-01-01T00:00:00.000"), datetime("1900-01-01T00:00:00.000")), interval(datetime("1900-01-01T00:00:00.000"), datetime("2000-01-01T00:00:00.000")), interval(datetime("2000-01-01T00:00:00.000"), datetime("2100-01-01T00:00:00.000")) ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_0/overlap_bins_gby_0.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_0/overlap_bins_gby_0.1.adm
index 7b301a6..c6342b7 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_0/overlap_bins_gby_0.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_0/overlap_bins_gby_0.1.adm
@@ -1,23 +1,23 @@
-{ "tbin": interval(time("00:00:00.000Z"), time("01:30:00.000Z")), "interval": interval(time("00:27:13.432Z"), time("01:27:13.432Z")), "overlap": interval(time("00:27:13.432Z"), time("01:27:13.432Z")) }
-{ "tbin": interval(time("07:30:00.000Z"), time("09:00:00.000Z")), "interval": interval(time("07:49:23.938Z"), time("10:49:23.938Z")), "overlap": interval(time("07:49:23.938Z"), time("09:00:00.000Z")) }
-{ "tbin": interval(time("09:00:00.000Z"), time("10:30:00.000Z")), "interval": interval(time("07:49:23.938Z"), time("10:49:23.938Z")), "overlap": interval(time("09:00:00.000Z"), time("10:30:00.000Z")) }
-{ "tbin": interval(time("09:00:00.000Z"), time("10:30:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("09:35:28.039Z"), time("10:30:00.000Z")) }
-{ "tbin": interval(time("10:30:00.000Z"), time("12:00:00.000Z")), "interval": interval(time("07:49:23.938Z"), time("10:49:23.938Z")), "overlap": interval(time("10:30:00.000Z"), time("10:49:23.938Z")) }
-{ "tbin": interval(time("10:30:00.000Z"), time("12:00:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("10:30:00.000Z"), time("12:00:00.000Z")) }
-{ "tbin": interval(time("12:00:00.000Z"), time("13:30:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("12:00:00.000Z"), time("13:30:00.000Z")) }
-{ "tbin": interval(time("12:00:00.000Z"), time("13:30:00.000Z")), "interval": interval(time("12:49:23.938Z"), time("15:49:23.938Z")), "overlap": interval(time("12:49:23.938Z"), time("13:30:00.000Z")) }
-{ "tbin": interval(time("13:30:00.000Z"), time("15:00:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("13:30:00.000Z"), time("15:00:00.000Z")) }
-{ "tbin": interval(time("13:30:00.000Z"), time("15:00:00.000Z")), "interval": interval(time("12:49:23.938Z"), time("15:49:23.938Z")), "overlap": interval(time("13:30:00.000Z"), time("15:00:00.000Z")) }
-{ "tbin": interval(time("15:00:00.000Z"), time("16:30:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("15:00:00.000Z"), time("16:30:00.000Z")) }
-{ "tbin": interval(time("15:00:00.000Z"), time("16:30:00.000Z")), "interval": interval(time("12:49:23.938Z"), time("15:49:23.938Z")), "overlap": interval(time("15:00:00.000Z"), time("15:49:23.938Z")) }
-{ "tbin": interval(time("16:30:00.000Z"), time("18:00:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("16:30:00.000Z"), time("18:00:00.000Z")) }
-{ "tbin": interval(time("16:30:00.000Z"), time("18:00:00.000Z")), "interval": interval(time("17:28:13.900Z"), time("17:28:32.900Z")), "overlap": interval(time("17:28:13.900Z"), time("17:28:32.900Z")) }
-{ "tbin": interval(time("18:00:00.000Z"), time("19:30:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("18:00:00.000Z"), time("19:30:00.000Z")) }
-{ "tbin": interval(time("18:00:00.000Z"), time("19:30:00.000Z")), "interval": interval(time("18:00:00.000Z"), time("20:00:00.000Z")), "overlap": interval(time("18:00:00.000Z"), time("19:30:00.000Z")) }
-{ "tbin": interval(time("19:30:00.000Z"), time("21:00:00.000Z")), "interval": interval(time("09:35:28.039Z"), time("20:25:28.039Z")), "overlap": interval(time("19:30:00.000Z"), time("20:25:28.039Z")) }
-{ "tbin": interval(time("19:30:00.000Z"), time("21:00:00.000Z")), "interval": interval(time("18:00:00.000Z"), time("20:00:00.000Z")), "overlap": interval(time("19:30:00.000Z"), time("20:00:00.000Z")) }
-{ "tbin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "interval": interval(time("23:22:38.000Z"), time("23:42:38.000Z")), "overlap": interval(time("23:22:38.000Z"), time("23:42:38.000Z")) }
-{ "tbin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "interval": interval(time("23:30:00.000Z"), time("23:32:00.000Z")), "overlap": interval(time("23:30:00.000Z"), time("23:32:00.000Z")) }
-{ "tbin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "interval": interval(time("23:49:23.938Z"), time("23:54:23.938Z")), "overlap": interval(time("23:49:23.938Z"), time("23:54:23.938Z")) }
-{ "tbin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "interval": interval(time("23:49:33.938Z"), time("23:50:03.938Z")), "overlap": interval(time("23:49:33.938Z"), time("23:50:03.938Z")) }
-{ "tbin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "interval": interval(time("23:58:17.038Z"), time("23:58:56.420Z")), "overlap": interval(time("23:58:17.038Z"), time("23:58:56.420Z")) }
+{ "tbin": interval(time("00:00:00.000"), time("01:30:00.000")), "interval": interval(time("00:27:13.432"), time("01:27:13.432")), "overlap": interval(time("00:27:13.432"), time("01:27:13.432")) }
+{ "tbin": interval(time("07:30:00.000"), time("09:00:00.000")), "interval": interval(time("07:49:23.938"), time("10:49:23.938")), "overlap": interval(time("07:49:23.938"), time("09:00:00.000")) }
+{ "tbin": interval(time("09:00:00.000"), time("10:30:00.000")), "interval": interval(time("07:49:23.938"), time("10:49:23.938")), "overlap": interval(time("09:00:00.000"), time("10:30:00.000")) }
+{ "tbin": interval(time("09:00:00.000"), time("10:30:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("09:35:28.039"), time("10:30:00.000")) }
+{ "tbin": interval(time("10:30:00.000"), time("12:00:00.000")), "interval": interval(time("07:49:23.938"), time("10:49:23.938")), "overlap": interval(time("10:30:00.000"), time("10:49:23.938")) }
+{ "tbin": interval(time("10:30:00.000"), time("12:00:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("10:30:00.000"), time("12:00:00.000")) }
+{ "tbin": interval(time("12:00:00.000"), time("13:30:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("12:00:00.000"), time("13:30:00.000")) }
+{ "tbin": interval(time("12:00:00.000"), time("13:30:00.000")), "interval": interval(time("12:49:23.938"), time("15:49:23.938")), "overlap": interval(time("12:49:23.938"), time("13:30:00.000")) }
+{ "tbin": interval(time("13:30:00.000"), time("15:00:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("13:30:00.000"), time("15:00:00.000")) }
+{ "tbin": interval(time("13:30:00.000"), time("15:00:00.000")), "interval": interval(time("12:49:23.938"), time("15:49:23.938")), "overlap": interval(time("13:30:00.000"), time("15:00:00.000")) }
+{ "tbin": interval(time("15:00:00.000"), time("16:30:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("15:00:00.000"), time("16:30:00.000")) }
+{ "tbin": interval(time("15:00:00.000"), time("16:30:00.000")), "interval": interval(time("12:49:23.938"), time("15:49:23.938")), "overlap": interval(time("15:00:00.000"), time("15:49:23.938")) }
+{ "tbin": interval(time("16:30:00.000"), time("18:00:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("16:30:00.000"), time("18:00:00.000")) }
+{ "tbin": interval(time("16:30:00.000"), time("18:00:00.000")), "interval": interval(time("17:28:13.900"), time("17:28:32.900")), "overlap": interval(time("17:28:13.900"), time("17:28:32.900")) }
+{ "tbin": interval(time("18:00:00.000"), time("19:30:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("18:00:00.000"), time("19:30:00.000")) }
+{ "tbin": interval(time("18:00:00.000"), time("19:30:00.000")), "interval": interval(time("18:00:00.000"), time("20:00:00.000")), "overlap": interval(time("18:00:00.000"), time("19:30:00.000")) }
+{ "tbin": interval(time("19:30:00.000"), time("21:00:00.000")), "interval": interval(time("09:35:28.039"), time("20:25:28.039")), "overlap": interval(time("19:30:00.000"), time("20:25:28.039")) }
+{ "tbin": interval(time("19:30:00.000"), time("21:00:00.000")), "interval": interval(time("18:00:00.000"), time("20:00:00.000")), "overlap": interval(time("19:30:00.000"), time("20:00:00.000")) }
+{ "tbin": interval(time("22:30:00.000"), time("00:00:00.000")), "interval": interval(time("23:22:38.000"), time("23:42:38.000")), "overlap": interval(time("23:22:38.000"), time("23:42:38.000")) }
+{ "tbin": interval(time("22:30:00.000"), time("00:00:00.000")), "interval": interval(time("23:30:00.000"), time("23:32:00.000")), "overlap": interval(time("23:30:00.000"), time("23:32:00.000")) }
+{ "tbin": interval(time("22:30:00.000"), time("00:00:00.000")), "interval": interval(time("23:49:23.938"), time("23:54:23.938")), "overlap": interval(time("23:49:23.938"), time("23:54:23.938")) }
+{ "tbin": interval(time("22:30:00.000"), time("00:00:00.000")), "interval": interval(time("23:49:33.938"), time("23:50:03.938")), "overlap": interval(time("23:49:33.938"), time("23:50:03.938")) }
+{ "tbin": interval(time("22:30:00.000"), time("00:00:00.000")), "interval": interval(time("23:58:17.038"), time("23:58:56.420")), "overlap": interval(time("23:58:17.038"), time("23:58:56.420")) }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_1/overlap_bins_gby_1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_1/overlap_bins_gby_1.1.adm
index 98ad324..5bfc81e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_1/overlap_bins_gby_1.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_1/overlap_bins_gby_1.1.adm
@@ -1,11 +1,11 @@
-{ "timebin": interval(time("00:00:00.000Z"), time("01:30:00.000Z")), "count": 1, "total_ms": 3600000 }
-{ "timebin": interval(time("07:30:00.000Z"), time("09:00:00.000Z")), "count": 1, "total_ms": 4236062 }
-{ "timebin": interval(time("09:00:00.000Z"), time("10:30:00.000Z")), "count": 2, "total_ms": 8671961 }
-{ "timebin": interval(time("10:30:00.000Z"), time("12:00:00.000Z")), "count": 2, "total_ms": 6563938 }
-{ "timebin": interval(time("12:00:00.000Z"), time("13:30:00.000Z")), "count": 2, "total_ms": 7836062 }
-{ "timebin": interval(time("13:30:00.000Z"), time("15:00:00.000Z")), "count": 2, "total_ms": 10800000 }
-{ "timebin": interval(time("15:00:00.000Z"), time("16:30:00.000Z")), "count": 2, "total_ms": 8363938 }
-{ "timebin": interval(time("16:30:00.000Z"), time("18:00:00.000Z")), "count": 2, "total_ms": 5419000 }
-{ "timebin": interval(time("18:00:00.000Z"), time("19:30:00.000Z")), "count": 2, "total_ms": 10800000 }
-{ "timebin": interval(time("19:30:00.000Z"), time("21:00:00.000Z")), "count": 2, "total_ms": 5128039 }
-{ "timebin": interval(time("22:30:00.000Z"), time("00:00:00.000Z")), "count": 5, "total_ms": 1689382 }
+{ "timebin": interval(time("00:00:00.000"), time("01:30:00.000")), "count": 1, "total_ms": 3600000 }
+{ "timebin": interval(time("07:30:00.000"), time("09:00:00.000")), "count": 1, "total_ms": 4236062 }
+{ "timebin": interval(time("09:00:00.000"), time("10:30:00.000")), "count": 2, "total_ms": 8671961 }
+{ "timebin": interval(time("10:30:00.000"), time("12:00:00.000")), "count": 2, "total_ms": 6563938 }
+{ "timebin": interval(time("12:00:00.000"), time("13:30:00.000")), "count": 2, "total_ms": 7836062 }
+{ "timebin": interval(time("13:30:00.000"), time("15:00:00.000")), "count": 2, "total_ms": 10800000 }
+{ "timebin": interval(time("15:00:00.000"), time("16:30:00.000")), "count": 2, "total_ms": 8363938 }
+{ "timebin": interval(time("16:30:00.000"), time("18:00:00.000")), "count": 2, "total_ms": 5419000 }
+{ "timebin": interval(time("18:00:00.000"), time("19:30:00.000")), "count": 2, "total_ms": 10800000 }
+{ "timebin": interval(time("19:30:00.000"), time("21:00:00.000")), "count": 2, "total_ms": 5128039 }
+{ "timebin": interval(time("22:30:00.000"), time("00:00:00.000")), "count": 5, "total_ms": 1689382 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_3/overlap_bins_gby_3.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_3/overlap_bins_gby_3.1.adm
index 6f26bb6..070a078 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_3/overlap_bins_gby_3.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/overlap_bins_gby_3/overlap_bins_gby_3.1.adm
@@ -1,42 +1,42 @@
-{ "timebin": interval(time("10:27:00.000Z"), time("10:28:00.000Z")), "subgroups": [ { "subgid": "Email", "item_count": 2 }, { "subgid": "Facebook", "item_count": 2 } ] }
-{ "timebin": interval(time("10:28:00.000Z"), time("10:29:00.000Z")), "subgroups": [ { "subgid": "Facebook", "item_count": 1 } ] }
-{ "timebin": interval(time("10:29:00.000Z"), time("10:30:00.000Z")), "subgroups": [ { "subgid": "Email", "item_count": 1 }, { "subgid": "Facebook", "item_count": 2 } ] }
-{ "timebin": interval(time("10:30:00.000Z"), time("10:31:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:31:00.000Z"), time("10:32:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:32:00.000Z"), time("10:33:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:33:00.000Z"), time("10:34:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:34:00.000Z"), time("10:35:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:35:00.000Z"), time("10:36:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:36:00.000Z"), time("10:37:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:37:00.000Z"), time("10:38:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:38:00.000Z"), time("10:39:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:39:00.000Z"), time("10:40:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:40:00.000Z"), time("10:41:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:41:00.000Z"), time("10:42:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:42:00.000Z"), time("10:43:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:43:00.000Z"), time("10:44:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:44:00.000Z"), time("10:45:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:45:00.000Z"), time("10:46:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:46:00.000Z"), time("10:47:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:47:00.000Z"), time("10:48:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:48:00.000Z"), time("10:49:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:49:00.000Z"), time("10:50:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:50:00.000Z"), time("10:51:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:51:00.000Z"), time("10:52:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:52:00.000Z"), time("10:53:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:53:00.000Z"), time("10:54:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:54:00.000Z"), time("10:55:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:55:00.000Z"), time("10:56:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:56:00.000Z"), time("10:57:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:57:00.000Z"), time("10:58:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:58:00.000Z"), time("10:59:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("10:59:00.000Z"), time("11:00:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:00:00.000Z"), time("11:01:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:01:00.000Z"), time("11:02:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:02:00.000Z"), time("11:03:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:03:00.000Z"), time("11:04:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:04:00.000Z"), time("11:05:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:05:00.000Z"), time("11:06:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:06:00.000Z"), time("11:07:00.000Z")), "subgroups": [  ] }
-{ "timebin": interval(time("11:07:00.000Z"), time("11:08:00.000Z")), "subgroups": [ { "subgid": "Email", "item_count": 2 } ] }
-{ "timebin": interval(time("11:08:00.000Z"), time("11:09:00.000Z")), "subgroups": [  ] }
+{ "timebin": interval(time("10:27:00.000"), time("10:28:00.000")), "subgroups": [ { "subgid": "Email", "item_count": 2 }, { "subgid": "Facebook", "item_count": 2 } ] }
+{ "timebin": interval(time("10:28:00.000"), time("10:29:00.000")), "subgroups": [ { "subgid": "Facebook", "item_count": 1 } ] }
+{ "timebin": interval(time("10:29:00.000"), time("10:30:00.000")), "subgroups": [ { "subgid": "Email", "item_count": 1 }, { "subgid": "Facebook", "item_count": 2 } ] }
+{ "timebin": interval(time("10:30:00.000"), time("10:31:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:31:00.000"), time("10:32:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:32:00.000"), time("10:33:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:33:00.000"), time("10:34:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:34:00.000"), time("10:35:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:35:00.000"), time("10:36:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:36:00.000"), time("10:37:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:37:00.000"), time("10:38:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:38:00.000"), time("10:39:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:39:00.000"), time("10:40:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:40:00.000"), time("10:41:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:41:00.000"), time("10:42:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:42:00.000"), time("10:43:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:43:00.000"), time("10:44:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:44:00.000"), time("10:45:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:45:00.000"), time("10:46:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:46:00.000"), time("10:47:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:47:00.000"), time("10:48:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:48:00.000"), time("10:49:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:49:00.000"), time("10:50:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:50:00.000"), time("10:51:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:51:00.000"), time("10:52:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:52:00.000"), time("10:53:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:53:00.000"), time("10:54:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:54:00.000"), time("10:55:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:55:00.000"), time("10:56:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:56:00.000"), time("10:57:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:57:00.000"), time("10:58:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:58:00.000"), time("10:59:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("10:59:00.000"), time("11:00:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:00:00.000"), time("11:01:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:01:00.000"), time("11:02:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:02:00.000"), time("11:03:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:03:00.000"), time("11:04:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:04:00.000"), time("11:05:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:05:00.000"), time("11:06:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:06:00.000"), time("11:07:00.000")), "subgroups": [  ] }
+{ "timebin": interval(time("11:07:00.000"), time("11:08:00.000")), "subgroups": [ { "subgid": "Email", "item_count": 2 } ] }
+{ "timebin": interval(time("11:08:00.000"), time("11:09:00.000")), "subgroups": [  ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_01/parse_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_01/parse_01.1.adm
index a7aebec..4562600 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_01/parse_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_01/parse_01.1.adm
@@ -1 +1 @@
-{ "date1": date("2013-08-23"), "date2": date("-0012-08-12"), "date3": date("-1234-01-01"), "date4": date("-1980-11-09"), "date5": date("-1990-11-09"), "date6": date("2013-08-19"), "data7": date("2013-08-19"), "time1": time("08:23:49.000Z"), "time2": time("08:19:23.320Z"), "time3": time("20:19:23.320Z"), "time4": time("10:30:40.948Z"), "time5": time("10:30:40.948Z"), "datetime1": datetime("-1203-12-30T15:48:27.000Z"), "datetime2": datetime("-1203-12-30T23:48:27.392Z"), "datetime3": datetime("1723-12-03T23:59:23.392Z"), "datetime4": datetime("1723-12-04T03:59:23.392Z"), "datetime5": datetime("1723-12-04T03:59:23.392Z"), "datetime6": datetime("1970-01-02T03:59:23.392Z"), "datetime7": datetime("1723-12-04T03:59:23.392Z") }
+{ "date1": date("2013-08-23"), "date2": date("-0012-08-12"), "date3": date("-1234-01-01"), "date4": date("-1980-11-09"), "date5": date("-1990-11-09"), "date6": date("2013-08-19"), "data7": date("2013-08-19"), "time1": time("08:23:49.000"), "time2": time("08:19:23.320"), "time3": time("20:19:23.320"), "time4": time("18:30:40.948"), "time5": time("18:30:40.948"), "datetime1": datetime("-1203-12-30T15:48:27.000"), "datetime2": datetime("-1203-12-30T15:48:27.392"), "datetime3": datetime("1723-12-03T23:59:23.392"), "datetime4": datetime("1723-12-03T23:59:23.392"), "datetime5": datetime("1723-12-03T23:59:23.392"), "datetime6": datetime("1970-01-01T23:59:23.392"), "datetime7": datetime("1723-12-03T23:59:23.392") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_02/parse_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_02/parse_02.1.adm
index 68f22cc..8cd34d5 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_02/parse_02.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_02/parse_02.1.adm
@@ -1 +1 @@
-{ "date-string-1": "-123/1/30", "date-string-2": "JAN 30, -0123", "date-string-3": "-0123/01/30", "time-string-1": "8.7.29.03 AM Z", "time-string-2": "08.07.29.030 AM Z", "datetime-string-1": "DEC 31 3:59:59.999 PM 137 Z", "datetime-string-2": "0137/DEC/31 3:59:59.999Z PM", "datetime-string-3": "0137-12-31T15:59:59.999Z", "datetime-string-4": "1000-10-10T10:10:10.100Z" }
+{ "date-string-1": "-123/1/30", "date-string-2": "JAN 30, -0123", "date-string-3": "-0123/01/30", "time-string-1": "8.7.29.03 AM", "time-string-2": "08.07.29.030 AM", "datetime-string-1": "DEC 31 11:59:59.999 PM 137", "datetime-string-2": "0137/DEC/31 11:59:59.999 PM", "datetime-string-3": "0137-12-31T23:59:59.999", "datetime-string-4": "1000-10-10T10:10:10.100" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.1.adm
new file mode 100644
index 0000000..cbc02e6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.1.adm
@@ -0,0 +1,9 @@
+{ "dt": "1970-01-01T00:00:00.000", "dt2": "1970-01-01T00:00:00.000", "t": "00:00:00.000", "t2": "00:00:00.000" }
+{ "dt": "1970-01-01T00:00:00.001", "dt2": "1970-01-01T00:00:00.001", "t": "00:00:00.001", "t2": "00:00:00.001" }
+{ "dt": "1970-01-01T00:00:00.009", "dt2": "1970-01-01T00:00:00.009", "t": "00:00:00.009", "t2": "00:00:00.009" }
+{ "dt": "1970-01-01T00:00:00.010", "dt2": "1970-01-01T00:00:00.010", "t": "00:00:00.010", "t2": "00:00:00.010" }
+{ "dt": "1970-01-01T00:00:00.099", "dt2": "1970-01-01T00:00:00.099", "t": "00:00:00.099", "t2": "00:00:00.099" }
+{ "dt": "1970-01-01T00:00:00.100", "dt2": "1970-01-01T00:00:00.100", "t": "00:00:00.100", "t2": "00:00:00.100" }
+{ "dt": "1970-01-01T00:00:00.999", "dt2": "1970-01-01T00:00:00.999", "t": "00:00:00.999", "t2": "00:00:00.999" }
+{ "dt": "1970-01-01T00:00:01.999", "dt2": "1970-01-01T00:00:01.999", "t": "00:00:01.999", "t2": "00:00:01.999" }
+{ "dt": "1970-01-01T00:00:10.999", "dt2": "1970-01-01T00:00:10.999", "t": "00:00:10.999", "t2": "00:00:10.999" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.2.adm
new file mode 100644
index 0000000..4dd895b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.2.adm
@@ -0,0 +1,7 @@
+{ "s3": "2021-07-20 Sun", "d3": date("2021-07-20"), "s4": "2021-07-20 Sunday", "d4": date("2021-07-20") }
+{ "s3": "2021-07-21 Mon", "d3": date("2021-07-21"), "s4": "2021-07-21 Monday", "d4": date("2021-07-21") }
+{ "s3": "2021-07-22 Tue", "d3": date("2021-07-22"), "s4": "2021-07-22 Tuesday", "d4": date("2021-07-22") }
+{ "s3": "2021-07-23 Wed", "d3": date("2021-07-23"), "s4": "2021-07-23 Wednesday", "d4": date("2021-07-23") }
+{ "s3": "2021-07-24 Thu", "d3": date("2021-07-24"), "s4": "2021-07-24 Thursday", "d4": date("2021-07-24") }
+{ "s3": "2021-07-25 Fri", "d3": date("2021-07-25"), "s4": "2021-07-25 Friday", "d4": date("2021-07-25") }
+{ "s3": "2021-07-26 Sat", "d3": date("2021-07-26"), "s4": "2021-07-26 Saturday", "d4": date("2021-07-26") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.3.adm
new file mode 100644
index 0000000..8d26ff5
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.3.adm
@@ -0,0 +1,7 @@
+{ "s3": "Sun 2021-07-20", "d3": date("2021-07-20"), "s4": "Sunday 2021-07-20", "d4": date("2021-07-20") }
+{ "s3": "Mon 2021-07-21", "d3": date("2021-07-21"), "s4": "Monday 2021-07-21", "d4": date("2021-07-21") }
+{ "s3": "Tue 2021-07-22", "d3": date("2021-07-22"), "s4": "Tuesday 2021-07-22", "d4": date("2021-07-22") }
+{ "s3": "Wed 2021-07-23", "d3": date("2021-07-23"), "s4": "Wednesday 2021-07-23", "d4": date("2021-07-23") }
+{ "s3": "Thu 2021-07-24", "d3": date("2021-07-24"), "s4": "Thursday 2021-07-24", "d4": date("2021-07-24") }
+{ "s3": "Fri 2021-07-25", "d3": date("2021-07-25"), "s4": "Friday 2021-07-25", "d4": date("2021-07-25") }
+{ "s3": "Sat 2021-07-26", "d3": date("2021-07-26"), "s4": "Saturday 2021-07-26", "d4": date("2021-07-26") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.4.adm
new file mode 100644
index 0000000..35d1aed
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.4.adm
@@ -0,0 +1,12 @@
+{ "s3m": "2020-Jan", "d3m": date("2020-01-01"), "s3d": "2020-Jan-02", "d3d": date("2020-01-02"), "s4m": "2020-January", "d4m": date("2020-01-01"), "s4d": "2020-January-02", "d4d": date("2020-01-02") }
+{ "s3m": "2020-Feb", "d3m": date("2020-02-01"), "s3d": "2020-Feb-02", "d3d": date("2020-02-02"), "s4m": "2020-February", "d4m": date("2020-02-01"), "s4d": "2020-February-02", "d4d": date("2020-02-02") }
+{ "s3m": "2020-Mar", "d3m": date("2020-03-01"), "s3d": "2020-Mar-02", "d3d": date("2020-03-02"), "s4m": "2020-March", "d4m": date("2020-03-01"), "s4d": "2020-March-02", "d4d": date("2020-03-02") }
+{ "s3m": "2020-Apr", "d3m": date("2020-04-01"), "s3d": "2020-Apr-02", "d3d": date("2020-04-02"), "s4m": "2020-April", "d4m": date("2020-04-01"), "s4d": "2020-April-02", "d4d": date("2020-04-02") }
+{ "s3m": "2020-May", "d3m": date("2020-05-01"), "s3d": "2020-May-02", "d3d": date("2020-05-02"), "s4m": "2020-May", "d4m": date("2020-05-01"), "s4d": "2020-May-02", "d4d": date("2020-05-02") }
+{ "s3m": "2020-Jun", "d3m": date("2020-06-01"), "s3d": "2020-Jun-02", "d3d": date("2020-06-02"), "s4m": "2020-June", "d4m": date("2020-06-01"), "s4d": "2020-June-02", "d4d": date("2020-06-02") }
+{ "s3m": "2020-Jul", "d3m": date("2020-07-01"), "s3d": "2020-Jul-02", "d3d": date("2020-07-02"), "s4m": "2020-July", "d4m": date("2020-07-01"), "s4d": "2020-July-02", "d4d": date("2020-07-02") }
+{ "s3m": "2020-Aug", "d3m": date("2020-08-01"), "s3d": "2020-Aug-02", "d3d": date("2020-08-02"), "s4m": "2020-August", "d4m": date("2020-08-01"), "s4d": "2020-August-02", "d4d": date("2020-08-02") }
+{ "s3m": "2020-Sep", "d3m": date("2020-09-01"), "s3d": "2020-Sep-02", "d3d": date("2020-09-02"), "s4m": "2020-September", "d4m": date("2020-09-01"), "s4d": "2020-September-02", "d4d": date("2020-09-02") }
+{ "s3m": "2020-Oct", "d3m": date("2020-10-01"), "s3d": "2020-Oct-02", "d3d": date("2020-10-02"), "s4m": "2020-October", "d4m": date("2020-10-01"), "s4d": "2020-October-02", "d4d": date("2020-10-02") }
+{ "s3m": "2020-Nov", "d3m": date("2020-11-01"), "s3d": "2020-Nov-02", "d3d": date("2020-11-02"), "s4m": "2020-November", "d4m": date("2020-11-01"), "s4d": "2020-November-02", "d4d": date("2020-11-02") }
+{ "s3m": "2020-Dec", "d3m": date("2020-12-01"), "s3d": "2020-Dec-02", "d3d": date("2020-12-02"), "s4m": "2020-December", "d4m": date("2020-12-01"), "s4d": "2020-December-02", "d4d": date("2020-12-02") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.5.adm
new file mode 100644
index 0000000..d78e574
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.5.adm
@@ -0,0 +1 @@
+{ "t1": date("2020-01-01"), "t2": datetime("2020-01-01T00:00:00.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.6.adm
new file mode 100644
index 0000000..5a7c485
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/parse_03/parse_03.6.adm
@@ -0,0 +1,4 @@
+{ "r": 1, "d": date("2020-01-01"), "dt": datetime("2021-01-01T00:00:00.000") }
+{ "r": 2, "d": date("2020-04-01"), "dt": datetime("2021-04-01T00:00:00.000") }
+{ "r": 3, "d": date("2020-07-01"), "dt": datetime("2021-07-01T00:00:00.000") }
+{ "r": 4, "d": date("2020-10-01"), "dt": datetime("2021-10-01T00:00:00.000") }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.1.adm
new file mode 100644
index 0000000..83e0610
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.1.adm
@@ -0,0 +1,4 @@
+{ "p1": "2020-1", "p2": "2020-01", "cnt": 91 }
+{ "p1": "2020-2", "p2": "2020-02", "cnt": 91 }
+{ "p1": "2020-3", "p2": "2020-03", "cnt": 92 }
+{ "p1": "2020-4", "p2": "2020-04", "cnt": 92 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.2.adm
new file mode 100644
index 0000000..143423c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.2.adm
@@ -0,0 +1,12 @@
+{ "p": "2020-01-JANUARY", "cnt": 31 }
+{ "p": "2020-02-FEBRUARY", "cnt": 29 }
+{ "p": "2020-03-MARCH", "cnt": 31 }
+{ "p": "2020-04-APRIL", "cnt": 30 }
+{ "p": "2020-05-MAY", "cnt": 31 }
+{ "p": "2020-06-JUNE", "cnt": 30 }
+{ "p": "2020-07-JULY", "cnt": 31 }
+{ "p": "2020-08-AUGUST", "cnt": 31 }
+{ "p": "2020-09-SEPTEMBER", "cnt": 30 }
+{ "p": "2020-10-OCTOBER", "cnt": 31 }
+{ "p": "2020-11-NOVEMBER", "cnt": 30 }
+{ "p": "2020-12-DECEMBER", "cnt": 31 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.3.adm
new file mode 100644
index 0000000..1b6c2e1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.3.adm
@@ -0,0 +1 @@
+{ "mn": 1, "mx": 366, "sm": 67161 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.4.adm
new file mode 100644
index 0000000..51db528
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.4.adm
@@ -0,0 +1,7 @@
+{ "r": 0, "d3": "Sun", "d4": "Sunday", "dt3": "Sun", "dt4": "Sunday" }
+{ "r": 1, "d3": "Mon", "d4": "Monday", "dt3": "Mon", "dt4": "Monday" }
+{ "r": 2, "d3": "Tue", "d4": "Tuesday", "dt3": "Tue", "dt4": "Tuesday" }
+{ "r": 3, "d3": "Wed", "d4": "Wednesday", "dt3": "Wed", "dt4": "Wednesday" }
+{ "r": 4, "d3": "Thu", "d4": "Thursday", "dt3": "Thu", "dt4": "Thursday" }
+{ "r": 5, "d3": "Fri", "d4": "Friday", "dt3": "Fri", "dt4": "Friday" }
+{ "r": 6, "d3": "Sat", "d4": "Saturday", "dt3": "Sat", "dt4": "Saturday" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.5.adm
new file mode 100644
index 0000000..54f1685
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/print_01/print_01.5.adm
@@ -0,0 +1,7 @@
+{ "ms": 0, "dt1": "0.000", "dt2": "0.000", "dt3": "0.000", "t1": "0.000", "t2": "0.000", "t3": "0.000" }
+{ "ms": 1, "dt1": "0.001", "dt2": "0.001", "dt3": "0.001", "t1": "0.001", "t2": "0.001", "t3": "0.001" }
+{ "ms": 9, "dt1": "0.009", "dt2": "0.009", "dt3": "0.009", "t1": "0.009", "t2": "0.009", "t3": "0.009" }
+{ "ms": 10, "dt1": "0.01", "dt2": "0.01", "dt3": "0.010", "t1": "0.01", "t2": "0.01", "t3": "0.010" }
+{ "ms": 99, "dt1": "0.099", "dt2": "0.099", "dt3": "0.099", "t1": "0.099", "t2": "0.099", "t3": "0.099" }
+{ "ms": 100, "dt1": "0.1", "dt2": "0.10", "dt3": "0.100", "t1": "0.1", "t2": "0.10", "t3": "0.100" }
+{ "ms": 999, "dt1": "0.999", "dt2": "0.999", "dt3": "0.999", "t1": "0.999", "t2": "0.999", "t3": "0.999" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/quarter_of_year_01/quarter_of_year_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/quarter_of_year_01/quarter_of_year_01.1.adm
new file mode 100644
index 0000000..9537fbe
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/quarter_of_year_01/quarter_of_year_01.1.adm
@@ -0,0 +1,12 @@
+{ "month": 1, "qoy1": 1, "qoy2": 1, "cnt": 31 }
+{ "month": 2, "qoy1": 1, "qoy2": 1, "cnt": 29 }
+{ "month": 3, "qoy1": 1, "qoy2": 1, "cnt": 31 }
+{ "month": 4, "qoy1": 2, "qoy2": 2, "cnt": 30 }
+{ "month": 5, "qoy1": 2, "qoy2": 2, "cnt": 31 }
+{ "month": 6, "qoy1": 2, "qoy2": 2, "cnt": 30 }
+{ "month": 7, "qoy1": 3, "qoy2": 3, "cnt": 31 }
+{ "month": 8, "qoy1": 3, "qoy2": 3, "cnt": 31 }
+{ "month": 9, "qoy1": 3, "qoy2": 3, "cnt": 30 }
+{ "month": 10, "qoy1": 4, "qoy2": 4, "cnt": 31 }
+{ "month": 11, "qoy1": 4, "qoy2": 4, "cnt": 30 }
+{ "month": 12, "qoy1": 4, "qoy2": 4, "cnt": 31 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/time_functions/time_functions.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/time_functions/time_functions.1.adm
index 303e762..0926827 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/time_functions/time_functions.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/time_functions/time_functions.1.adm
@@ -1 +1 @@
-{ "time1": time("00:26:00.074Z"), "time2": time("23:35:49.938Z"), "time3": time("23:30:23.000Z"), "time4": time("18:26:00.074Z"), "time5": time("00:11:49.938Z"), "unix1": 1560074, "duration1": duration("-PT23H24M"), "duration2": duration("PT18H"), "c1": true, "c2": true, "null1": null, "nullunix1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null }
+{ "time1": time("00:26:00.074"), "time2": time("23:35:49.938"), "time3": time("02:30:23.000"), "time4": time("18:26:00.074"), "time5": time("00:11:49.938"), "unix1": 1560074, "duration1": duration("-PT23H24M"), "duration2": duration("PT18H"), "c1": true, "c2": true, "null1": null, "nullunix1": null, "null2": null, "null3": null, "null4": null, "null5": null, "null6": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.1.adm
new file mode 100644
index 0000000..1b97f5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.1.adm
@@ -0,0 +1,63 @@
+{ "month": 1, "woy1": 1, "woy2": 1, "cnt": 2 }
+{ "month": 12, "woy1": 1, "woy2": 1, "cnt": 6 }
+{ "month": 1, "woy1": 2, "woy2": 2, "cnt": 7 }
+{ "month": 1, "woy1": 3, "woy2": 3, "cnt": 7 }
+{ "month": 1, "woy1": 4, "woy2": 4, "cnt": 7 }
+{ "month": 1, "woy1": 5, "woy2": 5, "cnt": 7 }
+{ "month": 1, "woy1": 6, "woy2": 6, "cnt": 1 }
+{ "month": 2, "woy1": 6, "woy2": 6, "cnt": 6 }
+{ "month": 2, "woy1": 7, "woy2": 7, "cnt": 7 }
+{ "month": 2, "woy1": 8, "woy2": 8, "cnt": 7 }
+{ "month": 2, "woy1": 9, "woy2": 9, "cnt": 7 }
+{ "month": 2, "woy1": 10, "woy2": 10, "cnt": 1 }
+{ "month": 3, "woy1": 10, "woy2": 10, "cnt": 6 }
+{ "month": 3, "woy1": 11, "woy2": 11, "cnt": 7 }
+{ "month": 3, "woy1": 12, "woy2": 12, "cnt": 7 }
+{ "month": 3, "woy1": 13, "woy2": 13, "cnt": 7 }
+{ "month": 3, "woy1": 14, "woy2": 14, "cnt": 4 }
+{ "month": 4, "woy1": 14, "woy2": 14, "cnt": 3 }
+{ "month": 4, "woy1": 15, "woy2": 15, "cnt": 7 }
+{ "month": 4, "woy1": 16, "woy2": 16, "cnt": 7 }
+{ "month": 4, "woy1": 17, "woy2": 17, "cnt": 7 }
+{ "month": 4, "woy1": 18, "woy2": 18, "cnt": 6 }
+{ "month": 5, "woy1": 18, "woy2": 18, "cnt": 1 }
+{ "month": 5, "woy1": 19, "woy2": 19, "cnt": 7 }
+{ "month": 5, "woy1": 20, "woy2": 20, "cnt": 7 }
+{ "month": 5, "woy1": 21, "woy2": 21, "cnt": 7 }
+{ "month": 5, "woy1": 22, "woy2": 22, "cnt": 7 }
+{ "month": 5, "woy1": 23, "woy2": 23, "cnt": 2 }
+{ "month": 6, "woy1": 23, "woy2": 23, "cnt": 5 }
+{ "month": 6, "woy1": 24, "woy2": 24, "cnt": 7 }
+{ "month": 6, "woy1": 25, "woy2": 25, "cnt": 7 }
+{ "month": 6, "woy1": 26, "woy2": 26, "cnt": 7 }
+{ "month": 6, "woy1": 27, "woy2": 27, "cnt": 4 }
+{ "month": 7, "woy1": 27, "woy2": 27, "cnt": 3 }
+{ "month": 7, "woy1": 28, "woy2": 28, "cnt": 7 }
+{ "month": 7, "woy1": 29, "woy2": 29, "cnt": 7 }
+{ "month": 7, "woy1": 30, "woy2": 30, "cnt": 7 }
+{ "month": 7, "woy1": 31, "woy2": 31, "cnt": 7 }
+{ "month": 8, "woy1": 32, "woy2": 32, "cnt": 7 }
+{ "month": 8, "woy1": 33, "woy2": 33, "cnt": 7 }
+{ "month": 8, "woy1": 34, "woy2": 34, "cnt": 7 }
+{ "month": 8, "woy1": 35, "woy2": 35, "cnt": 7 }
+{ "month": 8, "woy1": 36, "woy2": 36, "cnt": 3 }
+{ "month": 9, "woy1": 36, "woy2": 36, "cnt": 4 }
+{ "month": 9, "woy1": 37, "woy2": 37, "cnt": 7 }
+{ "month": 9, "woy1": 38, "woy2": 38, "cnt": 7 }
+{ "month": 9, "woy1": 39, "woy2": 39, "cnt": 7 }
+{ "month": 9, "woy1": 40, "woy2": 40, "cnt": 5 }
+{ "month": 10, "woy1": 40, "woy2": 40, "cnt": 2 }
+{ "month": 10, "woy1": 41, "woy2": 41, "cnt": 7 }
+{ "month": 10, "woy1": 42, "woy2": 42, "cnt": 7 }
+{ "month": 10, "woy1": 43, "woy2": 43, "cnt": 7 }
+{ "month": 10, "woy1": 44, "woy2": 44, "cnt": 7 }
+{ "month": 10, "woy1": 45, "woy2": 45, "cnt": 1 }
+{ "month": 11, "woy1": 45, "woy2": 45, "cnt": 6 }
+{ "month": 11, "woy1": 46, "woy2": 46, "cnt": 7 }
+{ "month": 11, "woy1": 47, "woy2": 47, "cnt": 7 }
+{ "month": 11, "woy1": 48, "woy2": 48, "cnt": 7 }
+{ "month": 11, "woy1": 49, "woy2": 49, "cnt": 3 }
+{ "month": 12, "woy1": 49, "woy2": 49, "cnt": 4 }
+{ "month": 12, "woy1": 50, "woy2": 50, "cnt": 7 }
+{ "month": 12, "woy1": 51, "woy2": 51, "cnt": 7 }
+{ "month": 12, "woy1": 52, "woy2": 52, "cnt": 7 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.2.adm
new file mode 100644
index 0000000..952440e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.2.adm
@@ -0,0 +1,61 @@
+{ "month": 1, "woy1": 1, "woy2": 1, "cnt": 3 }
+{ "month": 12, "woy1": 1, "woy2": 1, "cnt": 5 }
+{ "month": 1, "woy1": 2, "woy2": 2, "cnt": 7 }
+{ "month": 1, "woy1": 3, "woy2": 3, "cnt": 7 }
+{ "month": 1, "woy1": 4, "woy2": 4, "cnt": 7 }
+{ "month": 1, "woy1": 5, "woy2": 5, "cnt": 7 }
+{ "month": 2, "woy1": 6, "woy2": 6, "cnt": 7 }
+{ "month": 2, "woy1": 7, "woy2": 7, "cnt": 7 }
+{ "month": 2, "woy1": 8, "woy2": 8, "cnt": 7 }
+{ "month": 2, "woy1": 9, "woy2": 9, "cnt": 7 }
+{ "month": 3, "woy1": 10, "woy2": 10, "cnt": 7 }
+{ "month": 3, "woy1": 11, "woy2": 11, "cnt": 7 }
+{ "month": 3, "woy1": 12, "woy2": 12, "cnt": 7 }
+{ "month": 3, "woy1": 13, "woy2": 13, "cnt": 7 }
+{ "month": 3, "woy1": 14, "woy2": 14, "cnt": 3 }
+{ "month": 4, "woy1": 14, "woy2": 14, "cnt": 4 }
+{ "month": 4, "woy1": 15, "woy2": 15, "cnt": 7 }
+{ "month": 4, "woy1": 16, "woy2": 16, "cnt": 7 }
+{ "month": 4, "woy1": 17, "woy2": 17, "cnt": 7 }
+{ "month": 4, "woy1": 18, "woy2": 18, "cnt": 5 }
+{ "month": 5, "woy1": 18, "woy2": 18, "cnt": 2 }
+{ "month": 5, "woy1": 19, "woy2": 19, "cnt": 7 }
+{ "month": 5, "woy1": 20, "woy2": 20, "cnt": 7 }
+{ "month": 5, "woy1": 21, "woy2": 21, "cnt": 7 }
+{ "month": 5, "woy1": 22, "woy2": 22, "cnt": 7 }
+{ "month": 5, "woy1": 23, "woy2": 23, "cnt": 1 }
+{ "month": 6, "woy1": 23, "woy2": 23, "cnt": 6 }
+{ "month": 6, "woy1": 24, "woy2": 24, "cnt": 7 }
+{ "month": 6, "woy1": 25, "woy2": 25, "cnt": 7 }
+{ "month": 6, "woy1": 26, "woy2": 26, "cnt": 7 }
+{ "month": 6, "woy1": 27, "woy2": 27, "cnt": 3 }
+{ "month": 7, "woy1": 27, "woy2": 27, "cnt": 4 }
+{ "month": 7, "woy1": 28, "woy2": 28, "cnt": 7 }
+{ "month": 7, "woy1": 29, "woy2": 29, "cnt": 7 }
+{ "month": 7, "woy1": 30, "woy2": 30, "cnt": 7 }
+{ "month": 7, "woy1": 31, "woy2": 31, "cnt": 6 }
+{ "month": 8, "woy1": 31, "woy2": 31, "cnt": 1 }
+{ "month": 8, "woy1": 32, "woy2": 32, "cnt": 7 }
+{ "month": 8, "woy1": 33, "woy2": 33, "cnt": 7 }
+{ "month": 8, "woy1": 34, "woy2": 34, "cnt": 7 }
+{ "month": 8, "woy1": 35, "woy2": 35, "cnt": 7 }
+{ "month": 8, "woy1": 36, "woy2": 36, "cnt": 2 }
+{ "month": 9, "woy1": 36, "woy2": 36, "cnt": 5 }
+{ "month": 9, "woy1": 37, "woy2": 37, "cnt": 7 }
+{ "month": 9, "woy1": 38, "woy2": 38, "cnt": 7 }
+{ "month": 9, "woy1": 39, "woy2": 39, "cnt": 7 }
+{ "month": 9, "woy1": 40, "woy2": 40, "cnt": 4 }
+{ "month": 10, "woy1": 40, "woy2": 40, "cnt": 3 }
+{ "month": 10, "woy1": 41, "woy2": 41, "cnt": 7 }
+{ "month": 10, "woy1": 42, "woy2": 42, "cnt": 7 }
+{ "month": 10, "woy1": 43, "woy2": 43, "cnt": 7 }
+{ "month": 10, "woy1": 44, "woy2": 44, "cnt": 7 }
+{ "month": 11, "woy1": 45, "woy2": 45, "cnt": 7 }
+{ "month": 11, "woy1": 46, "woy2": 46, "cnt": 7 }
+{ "month": 11, "woy1": 47, "woy2": 47, "cnt": 7 }
+{ "month": 11, "woy1": 48, "woy2": 48, "cnt": 7 }
+{ "month": 11, "woy1": 49, "woy2": 49, "cnt": 2 }
+{ "month": 12, "woy1": 49, "woy2": 49, "cnt": 5 }
+{ "month": 12, "woy1": 50, "woy2": 50, "cnt": 7 }
+{ "month": 12, "woy1": 51, "woy2": 51, "cnt": 7 }
+{ "month": 12, "woy1": 52, "woy2": 52, "cnt": 7 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.3.adm
new file mode 100644
index 0000000..10c40e9
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/temporal/week_of_year_01/week_of_year_01.3.adm
@@ -0,0 +1,7 @@
+{ "r": 1, "mn": 3, "mx": 3 }
+{ "r": 2, "mn": 2, "mx": 2 }
+{ "r": 3, "mn": 2, "mx": 2 }
+{ "r": 4, "mn": 2, "mx": 2 }
+{ "r": 5, "mn": 2, "mx": 2 }
+{ "r": 6, "mn": 2, "mx": 2 }
+{ "r": 7, "mn": 3, "mx": 3 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.12.adm
index ae2549f..d9e9c05 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.12.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.12.adm
@@ -1,7 +1,7 @@
-{ "id": 1, "alias": "Margarita", "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000Z"), "friend-ids": {{ 2, 3, 6, 10 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-08-06") } ] }
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
-{ "id": 5, "alias": "Von", "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000Z"), "friend-ids": {{ 3, 6, 10 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-11-27") } ] }
-{ "id": 6, "alias": "Willis", "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000Z"), "friend-ids": {{ 1, 3, 7 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2009-05-15") } ] }
-{ "id": 7, "alias": "Suzanna", "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000Z"), "friend-ids": {{ 6 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2011-04-19") } ] }
-{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000Z"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
+{ "id": 1, "alias": "Margarita", "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000"), "friend-ids": {{ 2, 3, 6, 10 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-08-06") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 5, "alias": "Von", "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000"), "friend-ids": {{ 3, 6, 10 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-11-27") } ] }
+{ "id": 6, "alias": "Willis", "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000"), "friend-ids": {{ 1, 3, 7 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2009-05-15") } ] }
+{ "id": 7, "alias": "Suzanna", "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000"), "friend-ids": {{ 6 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2011-04-19") } ] }
+{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.13.adm
index 2df77f6..88e2886 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.13.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.13.adm
@@ -1,3 +1,3 @@
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 9, "alias": "Woodrow", "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000Z"), "friend-ids": {{ 3, 10 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2003-04-22"), "end-date": date("2009-12-13") } ] }
-{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000Z"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 9, "alias": "Woodrow", "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000"), "friend-ids": {{ 3, 10 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2003-04-22"), "end-date": date("2009-12-13") } ] }
+{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.18.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.18.adm
index b59a814..f2bec61 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.18.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.18.adm
@@ -1,12 +1,12 @@
-{ "tweet": { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, "similar-tweets": [ {{ "t-mobile", "shortcut-menu" }} ] }
-{ "tweet": { "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, "similar-tweets": [ {{ "verizon", "shortcut-menu" }}, {{ "iphone", "voice-clarity" }}, {{ "verizon", "voicemail-service" }} ] }
-{ "tweet": { "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, "similar-tweets": [ {{ "iphone", "voice-clarity" }}, {{ "samsung", "platform" }} ] }
-{ "tweet": { "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, "similar-tweets": [ {{ "sprint", "voice-command" }}, {{ "samsung", "platform" }} ] }
-{ "tweet": { "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "t-mobile", "shortcut-menu" }}, {{ "verizon", "voicemail-service" }} ] }
-{ "tweet": { "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
-{ "tweet": { "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, "similar-tweets": [ {{ "samsung", "voice-command" }} ] }
-{ "tweet": { "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
-{ "tweet": { "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "iphone", "platform" }} ] }
-{ "tweet": { "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, "similar-tweets": [ {{ "iphone", "platform" }}, {{ "samsung", "voice-command" }} ] }
-{ "tweet": { "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "t-mobile", "customization" }}, {{ "verizon", "shortcut-menu" }} ] }
-{ "tweet": { "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "verizon", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, "similar-tweets": [ {{ "t-mobile", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, "similar-tweets": [ {{ "verizon", "shortcut-menu" }}, {{ "iphone", "voice-clarity" }}, {{ "verizon", "voicemail-service" }} ] }
+{ "tweet": { "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, "similar-tweets": [ {{ "iphone", "voice-clarity" }}, {{ "samsung", "platform" }} ] }
+{ "tweet": { "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, "similar-tweets": [ {{ "sprint", "voice-command" }}, {{ "samsung", "platform" }} ] }
+{ "tweet": { "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "t-mobile", "shortcut-menu" }}, {{ "verizon", "voicemail-service" }} ] }
+{ "tweet": { "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
+{ "tweet": { "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, "similar-tweets": [ {{ "samsung", "voice-command" }} ] }
+{ "tweet": { "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
+{ "tweet": { "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "iphone", "platform" }} ] }
+{ "tweet": { "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, "similar-tweets": [ {{ "iphone", "platform" }}, {{ "samsung", "voice-command" }} ] }
+{ "tweet": { "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "t-mobile", "customization" }}, {{ "verizon", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "verizon", "shortcut-menu" }} ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.20.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.20.adm
index 5c8c013..040d91f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.20.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.20.adm
@@ -1,13 +1,13 @@
-{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
-{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
-{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000Z"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
-{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
-{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
-{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
+{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
+{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
+{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.4.adm
index 79b7b4a..594c2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.4.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.4.adm
@@ -1 +1 @@
-{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000Z"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
+{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.5.adm
index 4e39206..3cbc2cf 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.5.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.5.adm
@@ -1,3 +1,3 @@
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.6.adm
index 6b6b555..c43c2fd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.6.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite-open/tinysocial-suite.6.adm
@@ -1,4 +1,4 @@
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
-{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000Z"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.12.adm
index ae2549f..d9e9c05 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.12.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.12.adm
@@ -1,7 +1,7 @@
-{ "id": 1, "alias": "Margarita", "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000Z"), "friend-ids": {{ 2, 3, 6, 10 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-08-06") } ] }
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
-{ "id": 5, "alias": "Von", "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000Z"), "friend-ids": {{ 3, 6, 10 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-11-27") } ] }
-{ "id": 6, "alias": "Willis", "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000Z"), "friend-ids": {{ 1, 3, 7 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2009-05-15") } ] }
-{ "id": 7, "alias": "Suzanna", "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000Z"), "friend-ids": {{ 6 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2011-04-19") } ] }
-{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000Z"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
+{ "id": 1, "alias": "Margarita", "name": "MargaritaStoddard", "user-since": datetime("2012-08-20T10:10:00.000"), "friend-ids": {{ 2, 3, 6, 10 }}, "employment": [ { "organization-name": "Codetechno", "start-date": date("2006-08-06") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 5, "alias": "Von", "name": "VonKemble", "user-since": datetime("2010-01-05T10:10:00.000"), "friend-ids": {{ 3, 6, 10 }}, "employment": [ { "organization-name": "Kongreen", "start-date": date("2010-11-27") } ] }
+{ "id": 6, "alias": "Willis", "name": "WillisWynne", "user-since": datetime("2005-01-17T10:10:00.000"), "friend-ids": {{ 1, 3, 7 }}, "employment": [ { "organization-name": "jaydax", "start-date": date("2009-05-15") } ] }
+{ "id": 7, "alias": "Suzanna", "name": "SuzannaTillson", "user-since": datetime("2012-08-07T10:10:00.000"), "friend-ids": {{ 6 }}, "employment": [ { "organization-name": "Labzatron", "start-date": date("2011-04-19") } ] }
+{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.13.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.13.adm
index 2df77f6..88e2886 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.13.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.13.adm
@@ -1,3 +1,3 @@
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 9, "alias": "Woodrow", "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000Z"), "friend-ids": {{ 3, 10 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2003-04-22"), "end-date": date("2009-12-13") } ] }
-{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000Z"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 9, "alias": "Woodrow", "name": "WoodrowNehling", "user-since": datetime("2005-09-20T10:10:00.000"), "friend-ids": {{ 3, 10 }}, "employment": [ { "organization-name": "Zuncan", "start-date": date("2003-04-22"), "end-date": date("2009-12-13") } ] }
+{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.18.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.18.adm
index b59a814..f2bec61 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.18.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.18.adm
@@ -1,12 +1,12 @@
-{ "tweet": { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, "similar-tweets": [ {{ "t-mobile", "shortcut-menu" }} ] }
-{ "tweet": { "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, "similar-tweets": [ {{ "verizon", "shortcut-menu" }}, {{ "iphone", "voice-clarity" }}, {{ "verizon", "voicemail-service" }} ] }
-{ "tweet": { "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, "similar-tweets": [ {{ "iphone", "voice-clarity" }}, {{ "samsung", "platform" }} ] }
-{ "tweet": { "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, "similar-tweets": [ {{ "sprint", "voice-command" }}, {{ "samsung", "platform" }} ] }
-{ "tweet": { "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "t-mobile", "shortcut-menu" }}, {{ "verizon", "voicemail-service" }} ] }
-{ "tweet": { "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
-{ "tweet": { "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, "similar-tweets": [ {{ "samsung", "voice-command" }} ] }
-{ "tweet": { "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
-{ "tweet": { "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "iphone", "platform" }} ] }
-{ "tweet": { "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, "similar-tweets": [ {{ "iphone", "platform" }}, {{ "samsung", "voice-command" }} ] }
-{ "tweet": { "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "t-mobile", "customization" }}, {{ "verizon", "shortcut-menu" }} ] }
-{ "tweet": { "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "verizon", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }, "similar-tweets": [ {{ "t-mobile", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }, "similar-tweets": [ {{ "verizon", "shortcut-menu" }}, {{ "iphone", "voice-clarity" }}, {{ "verizon", "voicemail-service" }} ] }
+{ "tweet": { "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }, "similar-tweets": [ {{ "iphone", "voice-clarity" }}, {{ "samsung", "platform" }} ] }
+{ "tweet": { "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }, "similar-tweets": [ {{ "sprint", "voice-command" }}, {{ "samsung", "platform" }} ] }
+{ "tweet": { "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "t-mobile", "shortcut-menu" }}, {{ "verizon", "voicemail-service" }} ] }
+{ "tweet": { "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
+{ "tweet": { "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }, "similar-tweets": [ {{ "samsung", "voice-command" }} ] }
+{ "tweet": { "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }, "similar-tweets": [ {{ "motorola", "speed" }} ] }
+{ "tweet": { "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "iphone", "platform" }} ] }
+{ "tweet": { "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }, "similar-tweets": [ {{ "iphone", "platform" }}, {{ "samsung", "voice-command" }} ] }
+{ "tweet": { "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }, "similar-tweets": [ {{ "t-mobile", "customization" }}, {{ "verizon", "shortcut-menu" }} ] }
+{ "tweet": { "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }, "similar-tweets": [ {{ "verizon", "voice-clarity" }}, {{ "verizon", "shortcut-menu" }} ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.20.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.20.adm
index 5c8c013..040d91f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.20.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.20.adm
@@ -1,13 +1,13 @@
-{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
-{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000Z"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
-{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000Z"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
-{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000Z"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
-{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000Z"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
-{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000Z"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
-{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
-{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000Z"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
-{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000Z"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
-{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000Z"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
-{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000Z"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
-{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000Z"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
-{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000Z"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
+{ "tweetid": "1", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:00.000"), "referred-topics": {{ "t-mobile", "customization" }}, "message-text": " love t-mobile its customization is good:)" }
+{ "tweetid": "10", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("29.15,76.53"), "send-time": datetime("2008-01-26T10:10:00.000"), "referred-topics": {{ "verizon", "voice-clarity" }}, "message-text": " hate verizon its voice-clarity is OMG:(" }
+{ "tweetid": "11", "user": { "screen-name": "NilaMilliron_tw", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Nila Milliron", "followers_count": 22649 }, "sender-location": point("37.59,68.42"), "send-time": datetime("2008-03-09T10:10:00.000"), "referred-topics": {{ "iphone", "platform" }}, "message-text": " can't stand iphone its platform is terrible" }
+{ "tweetid": "12", "user": { "screen-name": "OliJackson_512", "lang": "en", "friends_count": 445, "statuses_count": 164, "name": "Oli Jackson", "followers_count": 22649 }, "sender-location": point("24.82,94.63"), "send-time": datetime("2010-02-13T10:10:00.000"), "referred-topics": {{ "samsung", "voice-command" }}, "message-text": " like samsung the voice-command is amazing:)" }
+{ "tweetid": "13", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39345, "statuses_count": 479, "name": "Nathan Giesen", "followers_count": 49420 }, "sender-location": point("47.44,80.65"), "send-time": datetime("2008-04-26T10:10:35.000"), "referred-topics": {{ "tweeting" }}, "message-text": "tweety tweet, my fellow tweeters!" }
+{ "tweetid": "2", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("32.84,67.14"), "send-time": datetime("2010-05-13T10:10:00.000"), "referred-topics": {{ "verizon", "shortcut-menu" }}, "message-text": " like verizon its shortcut-menu is awesome:)" }
+{ "tweetid": "3", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("29.72,75.8"), "send-time": datetime("2006-11-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " like motorola the speed is good:)" }
+{ "tweetid": "4", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("39.28,70.48"), "send-time": datetime("2011-12-26T10:10:00.000"), "referred-topics": {{ "sprint", "voice-command" }}, "message-text": " like sprint the voice-command is mind-blowing:)" }
+{ "tweetid": "5", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("40.09,92.69"), "send-time": datetime("2006-08-04T10:10:00.000"), "referred-topics": {{ "motorola", "speed" }}, "message-text": " can't stand motorola its speed is terrible:(" }
+{ "tweetid": "6", "user": { "screen-name": "ColineGeyer@63", "lang": "en", "friends_count": 121, "statuses_count": 362, "name": "Coline Geyer", "followers_count": 17159 }, "sender-location": point("47.51,83.99"), "send-time": datetime("2010-05-07T10:10:00.000"), "referred-topics": {{ "iphone", "voice-clarity" }}, "message-text": " like iphone the voice-clarity is good:)" }
+{ "tweetid": "7", "user": { "screen-name": "ChangEwing_573", "lang": "en", "friends_count": 182, "statuses_count": 394, "name": "Chang Ewing", "followers_count": 32136 }, "sender-location": point("36.21,72.6"), "send-time": datetime("2011-08-25T10:10:00.000"), "referred-topics": {{ "samsung", "platform" }}, "message-text": " like samsung the platform is good" }
+{ "tweetid": "8", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("46.05,93.34"), "send-time": datetime("2005-10-14T10:10:00.000"), "referred-topics": {{ "t-mobile", "shortcut-menu" }}, "message-text": " like t-mobile the shortcut-menu is awesome:)" }
+{ "tweetid": "9", "user": { "screen-name": "NathanGiesen@211", "lang": "en", "friends_count": 39339, "statuses_count": 473, "name": "Nathan Giesen", "followers_count": 49416 }, "sender-location": point("36.86,74.62"), "send-time": datetime("2012-07-21T10:10:00.000"), "referred-topics": {{ "verizon", "voicemail-service" }}, "message-text": " love verizon its voicemail-service is awesome" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.4.adm
index 79b7b4a..594c2a3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.4.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.4.adm
@@ -1 +1 @@
-{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000Z"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
+{ "id": 8, "alias": "Nila", "name": "NilaMilliron", "user-since": datetime("2008-01-01T10:10:00.000"), "friend-ids": {{ 3 }}, "employment": [ { "organization-name": "Plexlane", "start-date": date("2010-02-28") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.5.adm
index 4e39206..3cbc2cf 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.5.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.5.adm
@@ -1,3 +1,3 @@
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.6.adm
index 6b6b555..c43c2fd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.6.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/tinysocial/tinysocial-suite/tinysocial-suite.6.adm
@@ -1,4 +1,4 @@
-{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000Z"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
-{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000Z"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
-{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000Z"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
-{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000Z"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
+{ "id": 2, "alias": "Isbel", "name": "IsbelDull", "user-since": datetime("2011-01-22T10:10:00.000"), "friend-ids": {{ 1, 4 }}, "employment": [ { "organization-name": "Hexviafind", "start-date": date("2010-04-27") } ] }
+{ "id": 3, "alias": "Emory", "name": "EmoryUnk", "user-since": datetime("2012-07-10T10:10:00.000"), "friend-ids": {{ 1, 5, 8, 9 }}, "employment": [ { "organization-name": "geomedia", "start-date": date("2010-06-17"), "end-date": date("2010-01-26") } ] }
+{ "id": 4, "alias": "Nicholas", "name": "NicholasStroh", "user-since": datetime("2010-12-27T10:10:00.000"), "friend-ids": {{ 2 }}, "employment": [ { "organization-name": "Zamcorporation", "start-date": date("2010-06-08") } ] }
+{ "id": 10, "alias": "Bram", "name": "BramHatch", "user-since": datetime("2010-10-16T10:10:00.000"), "friend-ids": {{ 1, 5, 9 }}, "employment": [ { "organization-name": "physcane", "start-date": date("2007-06-05"), "end-date": date("2011-11-05") } ] }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.2.adm
new file mode 100644
index 0000000..ad79b3b
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.2.adm
@@ -0,0 +1,3 @@
+{ "dType": "string" }
+{ "dType": "string" }
+{ "dType": "string" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.3.adm
new file mode 100644
index 0000000..5154d50
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/gettype/gettype.3.adm
@@ -0,0 +1,2 @@
+{ "t1": "array", "t2": "binary", "t3": "boolean", "t4": "circle", "t5": "date", "t6": "datetime", "t7": "duration", "t8": "interval", "t9": "line", "t10": "multiset", "t11": "point", "t12": "polygon", "t13": "rectangle", "t14": "string", "t15": "time", "t16": "uuid" }
+{ "t1": "array", "t2": "binary", "t3": "boolean", "t4": "circle", "t5": "date", "t6": "datetime", "t7": "duration", "t8": "interval", "t9": "line", "t10": "multiset", "t11": "point", "t12": "polygon", "t13": "rectangle", "t14": "string", "t15": "time", "t16": "uuid" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/opentype_orderby_01/opentype_orderby_01.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/opentype_orderby_01/opentype_orderby_01.1.adm
index 0c76235..78b19bd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/opentype_orderby_01/opentype_orderby_01.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/opentype_orderby_01/opentype_orderby_01.1.adm
@@ -48,7 +48,7 @@
 { "emp.id": 34, "emp.supvrid": "7" }
 { "emp.id": 39, "emp.supvrid": "8" }
 { "emp.id": 44, "emp.supvrid": "9" }
-{ "emp.id": 54, "emp.supvrid": time("12:54:54.039Z") }
+{ "emp.id": 54, "emp.supvrid": time("12:54:54.039") }
 { "emp.id": 55, "emp.supvrid": duration("P101YT12M") }
 { "emp.id": 52, "emp.supvrid": point("5.1E-10,-1000000.0") }
 { "emp.id": 51, "emp.supvrid": point("80.1,-1000000.0") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_bigint_02/to_bigint_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_bigint_02/to_bigint_02.1.adm
new file mode 100644
index 0000000..ef236da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_bigint_02/to_bigint_02.1.adm
@@ -0,0 +1 @@
+{ "t": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_boolean_02/to_boolean_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_boolean_02/to_boolean_02.1.adm
new file mode 100644
index 0000000..ef236da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_boolean_02/to_boolean_02.1.adm
@@ -0,0 +1 @@
+{ "t": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_double_02/to_double_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_double_02/to_double_02.1.adm
new file mode 100644
index 0000000..ef236da
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_double_02/to_double_02.1.adm
@@ -0,0 +1 @@
+{ "t": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_string_02/to_string_02.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_string_02/to_string_02.1.adm
new file mode 100644
index 0000000..97101cc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/types/to_string_02/to_string_02.1.adm
@@ -0,0 +1 @@
+{ "t": "2017-06-30" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/upsert/filtered-dataset/filtered-dataset.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/upsert/filtered-dataset/filtered-dataset.1.adm
index 2e4795e..e69edfc 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/upsert/filtered-dataset/filtered-dataset.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/upsert/filtered-dataset/filtered-dataset.1.adm
@@ -1,9 +1,9 @@
-{ "message-id": 11, "author-id": 232, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000Z") }
-{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
-{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000Z") }
-{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000Z") }
-{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000Z") }
-{ "message-id": 19, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000Z") }
-{ "message-id": 9, "author-id": 65, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000Z") }
-{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000Z") }
-{ "message-id": 17, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000Z") }
+{ "message-id": 11, "author-id": 232, "in-response-to": 1, "sender-location": point("38.97,77.49"), "message": " can't stand at&t its plan is terrible", "send-time": datetime("2012-11-20T10:10:00.000") }
+{ "message-id": 12, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
+{ "message-id": 14, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000") }
+{ "message-id": 13, "author-id": 10, "in-response-to": 4, "sender-location": point("42.77,78.92"), "message": " dislike iphone the voice-command is bad:(", "send-time": datetime("2013-08-20T10:10:00.000") }
+{ "message-id": 15, "author-id": 7, "in-response-to": 11, "sender-location": point("44.47,67.11"), "message": " like iphone the voicemail-service is awesome", "send-time": datetime("2014-01-20T10:10:00.000") }
+{ "message-id": 19, "author-id": 9, "in-response-to": 12, "sender-location": point("41.33,85.28"), "message": " love at&t its 3G is good:)", "send-time": datetime("2013-09-20T10:10:00.000") }
+{ "message-id": 9, "author-id": 65, "in-response-to": 12, "sender-location": point("34.45,96.48"), "message": " love verizon its wireless is good", "send-time": datetime("2012-09-20T10:10:00.000") }
+{ "message-id": 10, "author-id": 1, "in-response-to": 12, "sender-location": point("42.5,70.01"), "message": " can't stand motorola the touch-screen is terrible", "send-time": datetime("2012-10-20T10:10:00.000") }
+{ "message-id": 17, "author-id": 10, "in-response-to": 6, "sender-location": point("42.26,77.76"), "message": " can't stand t-mobile its voicemail-service is OMG:(", "send-time": datetime("2012-12-20T10:10:00.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/user-defined-functions/query-ASTERIXDB-1317/query-ASTERIXDB-1317.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/user-defined-functions/query-ASTERIXDB-1317/query-ASTERIXDB-1317.1.adm
index bb04c02..ec9f346 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/user-defined-functions/query-ASTERIXDB-1317/query-ASTERIXDB-1317.1.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/user-defined-functions/query-ASTERIXDB-1317/query-ASTERIXDB-1317.1.adm
@@ -1,54 +1,54 @@
-{ "row_id": 12, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:07.000Z") }
-{ "row_id": 14, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:08.000Z") }
-{ "row_id": 21, "avg_RR_clipped": 0.6896551847457886, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:13.000Z") }
-{ "row_id": 23, "avg_RR_clipped": 0.6896551847457886, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:14.000Z") }
-{ "row_id": 26, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:16.000Z") }
-{ "row_id": 30, "avg_RR_clipped": 0.6060606241226196, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:19.000Z") }
-{ "row_id": 33, "avg_RR_clipped": 0.5454545617103577, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:21.000Z") }
-{ "row_id": 38, "avg_RR_clipped": 0.47999998927116394, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:23.000Z") }
-{ "row_id": 45, "avg_RR_clipped": 0.508474588394165, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:27.000Z") }
-{ "row_id": 47, "avg_RR_clipped": 0.517241358757019, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:28.000Z") }
-{ "row_id": 49, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:29.000Z") }
-{ "row_id": 51, "avg_RR_clipped": 0.5357142686843872, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:30.000Z") }
-{ "row_id": 58, "avg_RR_clipped": 0.5714285969734192, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:33.000Z") }
-{ "row_id": 60, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:35.000Z") }
-{ "row_id": 13, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:08.000Z") }
-{ "row_id": 15, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:09.000Z") }
-{ "row_id": 16, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:10.000Z") }
-{ "row_id": 19, "avg_RR_clipped": 0.6741573214530945, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:12.000Z") }
-{ "row_id": 20, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:12.000Z") }
-{ "row_id": 22, "avg_RR_clipped": 0.6976743936538696, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:14.000Z") }
-{ "row_id": 24, "avg_RR_clipped": 0.6521739363670349, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:15.000Z") }
-{ "row_id": 29, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:18.000Z") }
-{ "row_id": 31, "avg_RR_clipped": 0.594059407711029, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:19.000Z") }
-{ "row_id": 35, "avg_RR_clipped": 0.5454545617103577, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:22.000Z") }
-{ "row_id": 46, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:27.000Z") }
-{ "row_id": 48, "avg_RR_clipped": 0.52173912525177, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:28.000Z") }
-{ "row_id": 52, "avg_RR_clipped": 0.5405405163764954, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:30.000Z") }
-{ "row_id": 55, "avg_RR_clipped": 0.5263158082962036, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:32.000Z") }
-{ "row_id": 56, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:32.000Z") }
-{ "row_id": 57, "avg_RR_clipped": 0.5357142686843872, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:33.000Z") }
-{ "row_id": 59, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:34.000Z") }
-{ "row_id": 62, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:36.000Z") }
-{ "row_id": 63, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:36.000Z") }
-{ "row_id": 64, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:37.000Z") }
-{ "row_id": 65, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:38.000Z") }
-{ "row_id": 25, "avg_RR_clipped": 0.6382978558540344, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:16.000Z") }
-{ "row_id": 28, "avg_RR_clipped": 0.6315789222717285, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:17.000Z") }
-{ "row_id": 34, "avg_RR_clipped": 0.5769230723381042, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:21.000Z") }
-{ "row_id": 37, "avg_RR_clipped": 0.4958677589893341, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:23.000Z") }
-{ "row_id": 40, "avg_RR_clipped": 0.4878048896789551, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:24.000Z") }
-{ "row_id": 41, "avg_RR_clipped": 0.49180328845977783, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:25.000Z") }
-{ "row_id": 43, "avg_RR_clipped": 0.5, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:26.000Z") }
-{ "row_id": 17, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:10.000Z") }
-{ "row_id": 18, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:11.000Z") }
-{ "row_id": 27, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:17.000Z") }
-{ "row_id": 32, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:20.000Z") }
-{ "row_id": 36, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:22.000Z") }
-{ "row_id": 39, "avg_RR_clipped": 0.4838709533214569, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:24.000Z") }
-{ "row_id": 42, "avg_RR_clipped": 0.4958677589893341, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:25.000Z") }
-{ "row_id": 44, "avg_RR_clipped": 0.5042017102241516, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:26.000Z") }
-{ "row_id": 50, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:29.000Z") }
-{ "row_id": 53, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:31.000Z") }
-{ "row_id": 54, "avg_RR_clipped": 0.52173912525177, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:31.000Z") }
-{ "row_id": 61, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:35.000Z") }
+{ "row_id": 12, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:07.000") }
+{ "row_id": 14, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:08.000") }
+{ "row_id": 21, "avg_RR_clipped": 0.6896551847457886, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:13.000") }
+{ "row_id": 23, "avg_RR_clipped": 0.6896551847457886, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:14.000") }
+{ "row_id": 26, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:16.000") }
+{ "row_id": 30, "avg_RR_clipped": 0.6060606241226196, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:19.000") }
+{ "row_id": 33, "avg_RR_clipped": 0.5454545617103577, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:21.000") }
+{ "row_id": 38, "avg_RR_clipped": 0.47999998927116394, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:23.000") }
+{ "row_id": 45, "avg_RR_clipped": 0.508474588394165, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:27.000") }
+{ "row_id": 47, "avg_RR_clipped": 0.517241358757019, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:28.000") }
+{ "row_id": 49, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:29.000") }
+{ "row_id": 51, "avg_RR_clipped": 0.5357142686843872, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:30.000") }
+{ "row_id": 58, "avg_RR_clipped": 0.5714285969734192, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:33.000") }
+{ "row_id": 60, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:35.000") }
+{ "row_id": 13, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:08.000") }
+{ "row_id": 15, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:09.000") }
+{ "row_id": 16, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:10.000") }
+{ "row_id": 19, "avg_RR_clipped": 0.6741573214530945, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:12.000") }
+{ "row_id": 20, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:12.000") }
+{ "row_id": 22, "avg_RR_clipped": 0.6976743936538696, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:14.000") }
+{ "row_id": 24, "avg_RR_clipped": 0.6521739363670349, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:15.000") }
+{ "row_id": 29, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:18.000") }
+{ "row_id": 31, "avg_RR_clipped": 0.594059407711029, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:19.000") }
+{ "row_id": 35, "avg_RR_clipped": 0.5454545617103577, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:22.000") }
+{ "row_id": 46, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:27.000") }
+{ "row_id": 48, "avg_RR_clipped": 0.52173912525177, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:28.000") }
+{ "row_id": 52, "avg_RR_clipped": 0.5405405163764954, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:30.000") }
+{ "row_id": 55, "avg_RR_clipped": 0.5263158082962036, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:32.000") }
+{ "row_id": 56, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:32.000") }
+{ "row_id": 57, "avg_RR_clipped": 0.5357142686843872, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:33.000") }
+{ "row_id": 59, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:34.000") }
+{ "row_id": 62, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:36.000") }
+{ "row_id": 63, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:36.000") }
+{ "row_id": 64, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:37.000") }
+{ "row_id": 65, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:38.000") }
+{ "row_id": 25, "avg_RR_clipped": 0.6382978558540344, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:16.000") }
+{ "row_id": 28, "avg_RR_clipped": 0.6315789222717285, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:17.000") }
+{ "row_id": 34, "avg_RR_clipped": 0.5769230723381042, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:21.000") }
+{ "row_id": 37, "avg_RR_clipped": 0.4958677589893341, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:23.000") }
+{ "row_id": 40, "avg_RR_clipped": 0.4878048896789551, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:24.000") }
+{ "row_id": 41, "avg_RR_clipped": 0.49180328845977783, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:25.000") }
+{ "row_id": 43, "avg_RR_clipped": 0.5, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:26.000") }
+{ "row_id": 17, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:10.000") }
+{ "row_id": 18, "avg_RR_clipped": 0.6666666865348816, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:11.000") }
+{ "row_id": 27, "avg_RR_clipped": 0.6185566782951355, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:17.000") }
+{ "row_id": 32, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:20.000") }
+{ "row_id": 36, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:22.000") }
+{ "row_id": 39, "avg_RR_clipped": 0.4838709533214569, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:24.000") }
+{ "row_id": 42, "avg_RR_clipped": 0.4958677589893341, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:25.000") }
+{ "row_id": 44, "avg_RR_clipped": 0.5042017102241516, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:26.000") }
+{ "row_id": 50, "avg_RR_clipped": 0.5309734344482422, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:29.000") }
+{ "row_id": 53, "avg_RR_clipped": 0.5128205418586731, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:31.000") }
+{ "row_id": 54, "avg_RR_clipped": 0.52173912525177, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:31.000") }
+{ "row_id": 61, "avg_RR_clipped": 0.582524299621582, "sid": 55, "gdate": date("2014-01-08"), "gday": 1, "timebin": time("11:45:35.000") }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.11.adm
new file mode 100644
index 0000000..8d802cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.11.adm
@@ -0,0 +1,2 @@
+{ "r": 3 }
+{ "r": 4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.12.adm
new file mode 100644
index 0000000..42561b4
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.12.adm
@@ -0,0 +1 @@
+{ "DataverseName": "test1", "DatasetName": "vA", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select r from range(3,4) r", "Dependencies": [ [  ], [  ], [  ] ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.2.adm
new file mode 100644
index 0000000..f9bc681
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.2.adm
@@ -0,0 +1 @@
+{ "d1": 2, "s2": 2, "s1": 2, "f2": 2, "f1": 2, "v2": 3, "v1": 6 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.3.adm
new file mode 100644
index 0000000..6ceac5d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.3.adm
@@ -0,0 +1,3 @@
+{ "DataverseName": "test1", "DatasetName": "v1", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select sum(r) as v1 from range(1,3) r", "Dependencies": [ [  ], [  ], [  ] ] } }
+{ "DataverseName": "test1", "DatasetName": "vA", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select v1.*, v2.*, f1.*, f2.*, s1.*, s2.*, d1.*\n  from\n    v1 v1,\n    test2.v2 v2,\n    f1() f1,\n    test2.f2() f2,\n    (\n      select count(*) as s1 from DataverseSyn1\n        where DataverseName like \"te%\"\n    ) s1,\n    (\n      select count(*) as s2 from test2.DataverseSyn2\n        where DataverseName like \"tes%\"\n    ) s2,\n    (\n      select count(*) as d1 from Metadata.`Dataverse`\n      where DataverseName like \"test%\"\n    ) d1", "Dependencies": [ [ [ "test1", "v1" ], [ "test2", "v2" ], [ "Metadata", "Dataverse" ] ], [ [ "test1", "f1", "0" ], [ "test2", "f2", "0" ] ], [  ], [ [ "test1", "DataverseSyn1" ], [ "test2", "DataverseSyn2" ] ] ] } }
+{ "DataverseName": "test2", "DatasetName": "v2", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select sum(r) as v2 from range(1,2) r", "Dependencies": [ [  ], [  ], [  ] ] } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.5.adm
new file mode 100644
index 0000000..f9bc681
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.5.adm
@@ -0,0 +1 @@
+{ "d1": 2, "s2": 2, "s1": 2, "f2": 2, "f1": 2, "v2": 3, "v1": 6 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.6.adm
new file mode 100644
index 0000000..ccb58cd
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.6.adm
@@ -0,0 +1 @@
+{ "DataverseName": "test1", "DatasetName": "vA", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select v1.*, v2.*, f1.*, f2.*, s1.*, s2.*, d1.*\n  from\n    v1 v1,\n    test2.v2 v2,\n    f1() f1,\n    test2.f2() f2,\n    (\n      select count(*) as s1 from DataverseSyn1\n        where DataverseName like \"te%\"\n    ) s1,\n    (\n      select count(*) as s2 from test2.DataverseSyn2\n        where DataverseName like \"tes%\"\n    ) s2,\n    (\n      select count(*) as d1 from Metadata.`Dataverse`\n      where DataverseName like \"test%\"\n    ) d1", "Dependencies": [ [ [ "test1", "v1" ], [ "test2", "v2" ], [ "Metadata", "Dataverse" ] ], [ [ "test1", "f1", "0" ], [ "test2", "f2", "0" ] ], [  ], [ [ "test1", "DataverseSyn1" ], [ "test2", "DataverseSyn2" ] ] ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.8.adm
new file mode 100644
index 0000000..7b4ad0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.8.adm
@@ -0,0 +1,2 @@
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.9.adm
new file mode 100644
index 0000000..991315f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-1/create-view-1.9.adm
@@ -0,0 +1 @@
+{ "DataverseName": "test1", "DatasetName": "vB", "DatatypeDataverseName": "Metadata", "DatatypeName": "AnyObject", "ViewDetails": { "Definition": "select r from range(1,2) r", "Dependencies": [ [  ], [  ], [  ] ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.10.adm
new file mode 100644
index 0000000..af0378d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.10.adm
@@ -0,0 +1,3 @@
+{ "c_id": 2, "c_x": 0, "c_y": 0 }
+{ "c_id": 3, "c_x": 0, "c_y": 0 }
+{ "c_id": 4, "c_x": 0, "c_y": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.11.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.11.adm
new file mode 100644
index 0000000..c32dff1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.11.adm
@@ -0,0 +1,5 @@
+{ "c_id1": 0, "c_id2": 0 }
+{ "c_id1": 1, "c_id2": -1 }
+{ "c_id1": 2, "c_id2": -2 }
+{ "c_id1": 3, "c_id2": -3 }
+{ "c_id1": 4, "c_id2": -4 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.12.adm
new file mode 100644
index 0000000..dffdb6e
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.12.adm
@@ -0,0 +1,9 @@
+{ "DataverseName": "test1", "DatasetName": "v1", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i8", "FieldType": "int8", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i16", "FieldType": "int16", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i32", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i64", "FieldType": "int64", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_f", "FieldType": "float", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_d", "FieldType": "double", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_b", "FieldType": "boolean", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_s", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_datetime", "FieldType": "datetime", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_date", "FieldType": "date", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_time", "FieldType": "time", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_dur", "FieldType": "duration", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_ymdur", "FieldType": "year-month-duration", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_dtdur", "FieldType": "day-time-duration", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null } }
+{ "DataverseName": "test1", "DatasetName": "v2_ref_type", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i8", "FieldType": "int8", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i16", "FieldType": "int16", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i32", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_i64", "FieldType": "int64", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_f", "FieldType": "float", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_d", "FieldType": "double", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_b", "FieldType": "boolean", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_s", "FieldType": "string", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_datetime", "FieldType": "datetime", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_date", "FieldType": "date", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_time", "FieldType": "time", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_dur", "FieldType": "duration", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_ymdur", "FieldType": "year-month-duration", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_dtdur", "FieldType": "day-time-duration", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "select c_id,\n    c_i8, c_i16, c_i32, c_i64, c_f, c_d,\n    c_b, c_s,\n    c_datetime, c_date, c_time,\n    c_dur, c_ymdur, c_dtdur\n  from t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null } }
+{ "DataverseName": "test1", "DatasetName": "v3_datetime_format", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_datetime", "FieldType": "datetime", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_date", "FieldType": "date", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_time", "FieldType": "time", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t2", "Dependencies": [ [ [ "test1", "t2" ] ], [  ], [  ] ], "Default": null, "DataFormat": [ "MM/DD/YYYY hh:mm:ss.nnna", "MM/DD/YYYY", "hh:mm:ss.nnna" ] } }
+{ "DataverseName": "test1", "DatasetName": "v4_date_format_only", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_datetime", "FieldType": "datetime", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_date", "FieldType": "date", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_time", "FieldType": "time", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t2", "Dependencies": [ [ [ "test1", "t2" ] ], [  ], [  ] ], "Default": null, "DataFormat": [ null, "MM/DD/YYYY", null ] } }
+{ "DataverseName": "test1", "DatasetName": "v5_pk", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_datetime", "FieldType": "datetime", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t2", "Dependencies": [ [ [ "test1", "t2" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "c_id" ] ], "PrimaryKeyEnforced": false, "DataFormat": [ "MM/DD/YYYY hh:mm:ss.nnna", null, null ] } }
+{ "DataverseName": "test1", "DatasetName": "v6_pk_no_nulls", "DatatypeFields": [ { "FieldName": "c_i64", "FieldType": "int64", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "c_i64" ] ], "PrimaryKeyEnforced": false } }
+{ "DataverseName": "test1", "DatasetName": "v7_no_nulls", "DatatypeFields": [ { "FieldName": "c_i64", "FieldType": "int64", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true } ], "ViewDetails": { "Definition": "t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null } }
+{ "DataverseName": "test1", "DatasetName": "v8_no_nulls_multi", "DatatypeFields": [ { "FieldName": "c_id", "FieldType": "int32", "IsNullable": true, "IsMissable": true }, { "FieldName": "c_x", "FieldType": "int64", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_y", "FieldType": "int64", "IsNullable": false, "IsMissable": false } ], "ViewDetails": { "Definition": "select\n    c_id,\n    case when to_bigint(c_i32) >= 0 then to_bigint(c_i32) when to_bigint(c_i32) < 0 then null else 0 end as c_x,\n    case when to_bigint(c_i64) >= 0 then null when to_bigint(c_i64) < 0 then to_bigint(c_i64) else 0 end as c_y\n  from t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null } }
+{ "DataverseName": "test1", "DatasetName": "v9_pk_composite", "DatatypeFields": [ { "FieldName": "c_id1", "FieldType": "int32", "IsNullable": false, "IsMissable": false }, { "FieldName": "c_id2", "FieldType": "int32", "IsNullable": false, "IsMissable": false } ], "ViewDetails": { "Definition": "select c_id as c_id1, -c_id as c_id2\n  from t1", "Dependencies": [ [ [ "test1", "t1" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "c_id1" ], [ "c_id2" ] ], "PrimaryKeyEnforced": false } }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.3.adm
new file mode 100644
index 0000000..00b95d2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.3.adm
@@ -0,0 +1,5 @@
+{ "c_id": 0, "c_i8": 8, "c_i16": 16, "c_i32": 32, "c_i64": 64, "c_f": 1.5, "c_d": 2.25, "c_b": false, "c_s": "abc", "c_datetime": datetime("2020-02-03T10:11:12.001"), "c_date": date("2020-02-03"), "c_time": time("10:11:12.001"), "c_dur": duration("P30Y10M25DT13H12M50S"), "c_ymdur": year-month-duration("P30Y10M"), "c_dtdur": day-time-duration("P25DT13H12M50S") }
+{ "c_id": 1, "c_i8": -8, "c_i16": -16, "c_i32": -32, "c_i64": -64, "c_f": -1.5, "c_d": -2.25, "c_b": true, "c_s": "xyz", "c_datetime": datetime("2021-04-05T01:02:03.999"), "c_date": date("2021-04-05"), "c_time": time("01:02:03.999"), "c_dur": duration("P1Y2M3DT4H5M6S"), "c_ymdur": year-month-duration("P1Y2M"), "c_dtdur": day-time-duration("P3DT4H5M6S") }
+{ "c_id": 2, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
+{ "c_id": 3, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
+{ "c_id": 4, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": true, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.4.adm
new file mode 100644
index 0000000..00b95d2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.4.adm
@@ -0,0 +1,5 @@
+{ "c_id": 0, "c_i8": 8, "c_i16": 16, "c_i32": 32, "c_i64": 64, "c_f": 1.5, "c_d": 2.25, "c_b": false, "c_s": "abc", "c_datetime": datetime("2020-02-03T10:11:12.001"), "c_date": date("2020-02-03"), "c_time": time("10:11:12.001"), "c_dur": duration("P30Y10M25DT13H12M50S"), "c_ymdur": year-month-duration("P30Y10M"), "c_dtdur": day-time-duration("P25DT13H12M50S") }
+{ "c_id": 1, "c_i8": -8, "c_i16": -16, "c_i32": -32, "c_i64": -64, "c_f": -1.5, "c_d": -2.25, "c_b": true, "c_s": "xyz", "c_datetime": datetime("2021-04-05T01:02:03.999"), "c_date": date("2021-04-05"), "c_time": time("01:02:03.999"), "c_dur": duration("P1Y2M3DT4H5M6S"), "c_ymdur": year-month-duration("P1Y2M"), "c_dtdur": day-time-duration("P3DT4H5M6S") }
+{ "c_id": 2, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
+{ "c_id": 3, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
+{ "c_id": 4, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": true, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.5.adm
new file mode 100644
index 0000000..2745452
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.5.adm
@@ -0,0 +1,3 @@
+{ "c_id": 0, "c_datetime": datetime("2020-02-20T23:40:41.001"), "c_date": date("2020-02-20"), "c_time": time("23:40:41.001") }
+{ "c_id": 1, "c_datetime": datetime("2021-11-25T11:50:51.999"), "c_date": date("2021-11-25"), "c_time": time("11:50:51.999") }
+{ "c_id": 2, "c_datetime": null, "c_date": null, "c_time": null }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.6.adm
new file mode 100644
index 0000000..4eab90a
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.6.adm
@@ -0,0 +1,3 @@
+{ "c_id": 0, "c_date": date("2020-02-20") }
+{ "c_id": 1, "c_date": date("2021-11-25") }
+{ "c_id": 2, "c_date": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.7.adm
new file mode 100644
index 0000000..83cff58
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.7.adm
@@ -0,0 +1,3 @@
+{ "c_id": 0 }
+{ "c_id": 1 }
+{ "c_id": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.8.adm
new file mode 100644
index 0000000..6136866
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.8.adm
@@ -0,0 +1,2 @@
+{ "c_id": 0, "c_i64": 64 }
+{ "c_id": 1, "c_i64": -64 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.9.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.9.adm
new file mode 100644
index 0000000..6136866
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-3-typed/create-view-3-typed.9.adm
@@ -0,0 +1,2 @@
+{ "c_id": 0, "c_i64": 64 }
+{ "c_id": 1, "c_i64": -64 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-4-typed-warn/create-view-4-typed-warn.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-4-typed-warn/create-view-4-typed-warn.3.adm
new file mode 100644
index 0000000..3c45dd1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-4-typed-warn/create-view-4-typed-warn.3.adm
@@ -0,0 +1,2 @@
+{ "c_id": 0, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
+{ "c_id": 1, "c_i8": null, "c_i16": null, "c_i32": null, "c_i64": null, "c_f": null, "c_d": null, "c_b": null, "c_s": null, "c_datetime": null, "c_date": null, "c_time": null, "c_dur": null, "c_ymdur": null, "c_dtdur": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-5-typed-warn/create-view-5-typed-warn.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-5-typed-warn/create-view-5-typed-warn.3.adm
new file mode 100644
index 0000000..74333a2
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-5-typed-warn/create-view-5-typed-warn.3.adm
@@ -0,0 +1 @@
+{ "c_id": 0, "c_datetime": null, "c_date": null, "c_time": null }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.2.adm
new file mode 100644
index 0000000..3af588c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.2.adm
@@ -0,0 +1,3 @@
+{ "DataverseName": "test1", "DatasetName": "employee_v1", "ViewDetails": { "Definition": "employee", "Dependencies": [ [ [ "test1", "employee" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "e_id" ] ], "PrimaryKeyEnforced": false, "ForeignKeys": [ { "ForeignKey": [ [ "e_mgr_id" ] ], "RefDataverseName": "test1", "RefDatasetName": "employee_v1", "IsEnforced": false } ] } }
+{ "DataverseName": "test1", "DatasetName": "employee_v2", "ViewDetails": { "Definition": "employee", "Dependencies": [ [ [ "test1", "employee" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "e_id" ] ], "PrimaryKeyEnforced": false, "ForeignKeys": [ { "ForeignKey": [ [ "e_mgr_id" ] ], "RefDataverseName": "test1", "RefDatasetName": "employee_v2", "IsEnforced": false }, { "ForeignKey": [ [ "e_hrr_id" ] ], "RefDataverseName": "test1", "RefDatasetName": "employee_v2", "IsEnforced": false } ] } }
+{ "DataverseName": "test2", "DatasetName": "employee2_v1", "ViewDetails": { "Definition": "employee2", "Dependencies": [ [ [ "test2", "employee2" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "e_id1" ], [ "e_id2" ] ], "PrimaryKeyEnforced": false, "ForeignKeys": [ { "ForeignKey": [ [ "e_mgr_id1" ], [ "e_mgr_id2" ] ], "RefDataverseName": "test2", "RefDatasetName": "employee2_v1", "IsEnforced": false }, { "ForeignKey": [ [ "e_hrr_id1" ], [ "e_hrr_id2" ] ], "RefDataverseName": "test2", "RefDatasetName": "employee2_v1", "IsEnforced": false } ] } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.4.adm
new file mode 100644
index 0000000..1391c82
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/create-view-7-foreign-key/create-view-7-foreign-key.4.adm
@@ -0,0 +1,3 @@
+{ "DataverseName": "test1", "DatasetName": "orders_v", "ViewDetails": { "Definition": "test2.orders", "Dependencies": [ [ [ "test2", "orders" ], [ "test2", "customers_v" ], [ "test1", "stores_v" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "o_id" ] ], "PrimaryKeyEnforced": false, "ForeignKeys": [ { "ForeignKey": [ [ "o_cid" ] ], "RefDataverseName": "test2", "RefDatasetName": "customers_v", "IsEnforced": false }, { "ForeignKey": [ [ "o_sidX" ], [ "o_sidY" ] ], "RefDataverseName": "test1", "RefDatasetName": "stores_v", "IsEnforced": false } ] } }
+{ "DataverseName": "test1", "DatasetName": "stores_v", "ViewDetails": { "Definition": "test2.stores", "Dependencies": [ [ [ "test2", "stores" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "s_id1" ], [ "s_id2" ] ], "PrimaryKeyEnforced": false } }
+{ "DataverseName": "test2", "DatasetName": "customers_v", "ViewDetails": { "Definition": "customers", "Dependencies": [ [ [ "test2", "customers" ] ], [  ], [  ] ], "Default": null, "PrimaryKey": [ [ "c_id" ] ], "PrimaryKeyEnforced": false } }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-dataverse-1/drop-dataverse-1.1.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-dataverse-1/drop-dataverse-1.1.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-dataverse-1/drop-dataverse-1.1.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.2.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.2.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.2.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.4.adm
new file mode 100644
index 0000000..bacb60c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.4.adm
@@ -0,0 +1 @@
+{ "cnt": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.5.adm
new file mode 100644
index 0000000..0b280d1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-1/drop-view-1.5.adm
@@ -0,0 +1 @@
+{ "DatatypeName": "t3" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.10.adm
new file mode 100644
index 0000000..7b4ad0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.10.adm
@@ -0,0 +1,2 @@
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.12.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.12.adm
new file mode 100644
index 0000000..c227083
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.12.adm
@@ -0,0 +1 @@
+0
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.14.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.14.adm
new file mode 100644
index 0000000..7b4ad0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.14.adm
@@ -0,0 +1,2 @@
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.16.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.16.adm
new file mode 100644
index 0000000..7b4ad0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.16.adm
@@ -0,0 +1,2 @@
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.18.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.18.adm
new file mode 100644
index 0000000..feec5ab
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.18.adm
@@ -0,0 +1 @@
+{ "DatatypeName": "t1" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.4.adm
new file mode 100644
index 0000000..7b4ad0c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.4.adm
@@ -0,0 +1,2 @@
+{ "r": 1 }
+{ "r": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.6.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.6.adm
new file mode 100644
index 0000000..c227083
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.6.adm
@@ -0,0 +1 @@
+0
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.8.adm
new file mode 100644
index 0000000..c227083
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/drop-view-2-negative/drop-view-2-negative.8.adm
@@ -0,0 +1 @@
+0
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.3.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.3.adm
new file mode 100644
index 0000000..a42eb92
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.3.adm
@@ -0,0 +1,10 @@
+{ "c1": 0, "c2": 9 }
+{ "c1": 1, "c2": 8 }
+{ "c1": 2, "c2": 7 }
+{ "c1": 3, "c2": 6 }
+{ "c1": 4, "c2": 5 }
+{ "c1": 5, "c2": 4 }
+{ "c1": 6, "c2": 3 }
+{ "c1": 7, "c2": 2 }
+{ "c1": 8, "c2": 1 }
+{ "c1": 9, "c2": 0 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.4.adm
new file mode 100644
index 0000000..0c0c564
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.4.adm
@@ -0,0 +1,3 @@
+{ "Kind": "FUNCTION", "Name": "f5", "Definition": "select c1, c2 from s4", "Dependencies": [ [  ], [  ], [  ], [ [ "test1", "s4" ] ] ] }
+{ "Kind": "VIEW", "Name": "v3", "Definition": "select c1, c2 from s2", "Dependencies": [ [  ], [  ], [  ], [ [ "test1", "s2" ] ] ] }
+{ "Kind": "VIEW", "Name": "v6", "Definition": "select c1, c2 from f5() f5", "Dependencies": [ [  ], [ [ "test1", "f5", "0" ] ], [  ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.7.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.7.adm
new file mode 100644
index 0000000..554bf72
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.7.adm
@@ -0,0 +1 @@
+{ "c": 36, "c1": [ 0, 1, 2 ], "c2": [ 0, 1, 2 ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.8.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.8.adm
new file mode 100644
index 0000000..98d2942
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/view/view-1/view-1.8.adm
@@ -0,0 +1,5 @@
+{ "Kind": "FUNCTION", "Name": "f5", "Dependencies": [ [ [ "test2", "v3" ] ], [  ], [  ] ] }
+{ "Kind": "FUNCTION", "Name": "f6", "Dependencies": [ [ [ "test2", "v4" ] ], [  ], [  ] ] }
+{ "Kind": "VIEW", "Name": "v3", "Dependencies": [ [ [ "test2", "ds1" ], [ "test2", "ds2" ] ], [  ], [  ] ] }
+{ "Kind": "VIEW", "Name": "v4", "Dependencies": [ [ [ "test2", "ds1" ], [ "test2", "ds2" ] ], [  ], [  ] ] }
+{ "Kind": "VIEW", "Name": "v9", "Dependencies": [ [ [ "test2", "ds1" ], [ "test2", "ds2" ], [ "test2", "v3" ], [ "test2", "v4" ] ], [ [ "test2", "f5", "0" ], [ "test2", "f6", "0" ] ], [  ], [ [ "test2", "s7" ], [ "test2", "s8" ] ] ] }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.03.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.03.regexadm
index d67e7a1..519019a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.03.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.03.regexadm
@@ -23,7 +23,7 @@
 \s*\Q"warnings": [{\E\s*
 \s*\Q"code": 1,\E\s*\Q"msg": "ASX1107: Unexpected hint: hint. None expected at this location\E[^}]+\Q}\E\s*
 \s*\Q,{\E\s*
-\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name \"a\"\E[^}]+\Q}\E\s*
+\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name 'a'\E[^}]+\Q}\E\s*
 \s*\Q,{\E\s*
 \s*\Q"code": 1,\E\s*\Q"msg": "ASX0002: Type mismatch: function isbitset expects its 2nd input parameter to be of type bigint or array, but the actual input type is string\E[^}]+\Q}\E\s*
 \s*\Q],\E
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.06.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.06.regexadm
index 64a3bde..5eeb3df 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.06.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.06.regexadm
@@ -6,7 +6,7 @@
 \s*\Q"results": [ {\E.*warnings\Q": [{\E\s*
 \s*\Q"code": 1,\E\s*\Q"msg": "ASX1107: Unexpected hint: hint. None expected at this location\E[^}]+\Q}\E\s*
 \s*\Q,{\E\s*
-\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name \"a\"\E[^}]+\Q}\E\s*
+\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name 'a'\E[^}]+\Q}\E\s*
 \s*\Q],\E
 \s*\Q"status": "success",\E
 \s*\Q"metrics": {\E
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.08.regexadm b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.08.regexadm
index d67e7a1..519019a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.08.regexadm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/warnings/warnings-limit/warnings-limit.08.regexadm
@@ -23,7 +23,7 @@
 \s*\Q"warnings": [{\E\s*
 \s*\Q"code": 1,\E\s*\Q"msg": "ASX1107: Unexpected hint: hint. None expected at this location\E[^}]+\Q}\E\s*
 \s*\Q,{\E\s*
-\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name \"a\"\E[^}]+\Q}\E\s*
+\s*\Q"code": 1,\E\s*\Q"msg": "ASX1006: Duplicate field name 'a'\E[^}]+\Q}\E\s*
 \s*\Q,{\E\s*
 \s*\Q"code": 1,\E\s*\Q"msg": "ASX0002: Type mismatch: function isbitset expects its 2nd input parameter to be of type bigint or array, but the actual input type is string\E[^}]+\Q}\E\s*
 \s*\Q],\E
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.113.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.113.adm
index 3b7f6d7..9a55a1e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.113.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.113.adm
@@ -1,10 +1,10 @@
-{ "id": 1, "f_timetz": time("11:00:00.000Z"), "first_value": 1, "last_value": 3 }
-{ "id": 2, "f_timetz": time("12:00:00.000Z"), "first_value": 1, "last_value": 4 }
-{ "id": 3, "f_timetz": time("13:00:00.000Z"), "first_value": 2, "last_value": 5 }
-{ "id": 4, "f_timetz": time("14:00:00.000Z"), "first_value": 3, "last_value": 6 }
-{ "id": 5, "f_timetz": time("15:00:00.000Z"), "first_value": 4, "last_value": 7 }
-{ "id": 6, "f_timetz": time("16:00:00.000Z"), "first_value": 5, "last_value": 8 }
-{ "id": 7, "f_timetz": time("17:00:00.000Z"), "first_value": 6, "last_value": 9 }
-{ "id": 8, "f_timetz": time("18:00:00.000Z"), "first_value": 7, "last_value": 10 }
-{ "id": 9, "f_timetz": time("19:00:00.000Z"), "first_value": 8, "last_value": 10 }
-{ "id": 10, "f_timetz": time("20:00:00.000Z"), "first_value": 9, "last_value": 10 }
\ No newline at end of file
+{ "id": 1, "f_timetz": time("11:00:00.000"), "first_value": 1, "last_value": 3 }
+{ "id": 2, "f_timetz": time("12:00:00.000"), "first_value": 1, "last_value": 4 }
+{ "id": 3, "f_timetz": time("13:00:00.000"), "first_value": 2, "last_value": 5 }
+{ "id": 4, "f_timetz": time("14:00:00.000"), "first_value": 3, "last_value": 6 }
+{ "id": 5, "f_timetz": time("15:00:00.000"), "first_value": 4, "last_value": 7 }
+{ "id": 6, "f_timetz": time("16:00:00.000"), "first_value": 5, "last_value": 8 }
+{ "id": 7, "f_timetz": time("17:00:00.000"), "first_value": 6, "last_value": 9 }
+{ "id": 8, "f_timetz": time("18:00:00.000"), "first_value": 7, "last_value": 10 }
+{ "id": 9, "f_timetz": time("19:00:00.000"), "first_value": 8, "last_value": 10 }
+{ "id": 10, "f_timetz": time("20:00:00.000"), "first_value": 9, "last_value": 10 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.114.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.114.adm
index b8fe968..1ffcc90 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.114.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.114.adm
@@ -1,10 +1,10 @@
-{ "id": 10, "f_timetz": time("20:00:00.000Z"), "first_value": 10, "last_value": 8 }
-{ "id": 9, "f_timetz": time("19:00:00.000Z"), "first_value": 10, "last_value": 7 }
-{ "id": 8, "f_timetz": time("18:00:00.000Z"), "first_value": 9, "last_value": 6 }
-{ "id": 7, "f_timetz": time("17:00:00.000Z"), "first_value": 8, "last_value": 5 }
-{ "id": 6, "f_timetz": time("16:00:00.000Z"), "first_value": 7, "last_value": 4 }
-{ "id": 5, "f_timetz": time("15:00:00.000Z"), "first_value": 6, "last_value": 3 }
-{ "id": 4, "f_timetz": time("14:00:00.000Z"), "first_value": 5, "last_value": 2 }
-{ "id": 3, "f_timetz": time("13:00:00.000Z"), "first_value": 4, "last_value": 1 }
-{ "id": 2, "f_timetz": time("12:00:00.000Z"), "first_value": 3, "last_value": 1 }
-{ "id": 1, "f_timetz": time("11:00:00.000Z"), "first_value": 2, "last_value": 1 }
\ No newline at end of file
+{ "id": 10, "f_timetz": time("20:00:00.000"), "first_value": 10, "last_value": 8 }
+{ "id": 9, "f_timetz": time("19:00:00.000"), "first_value": 10, "last_value": 7 }
+{ "id": 8, "f_timetz": time("18:00:00.000"), "first_value": 9, "last_value": 6 }
+{ "id": 7, "f_timetz": time("17:00:00.000"), "first_value": 8, "last_value": 5 }
+{ "id": 6, "f_timetz": time("16:00:00.000"), "first_value": 7, "last_value": 4 }
+{ "id": 5, "f_timetz": time("15:00:00.000"), "first_value": 6, "last_value": 3 }
+{ "id": 4, "f_timetz": time("14:00:00.000"), "first_value": 5, "last_value": 2 }
+{ "id": 3, "f_timetz": time("13:00:00.000"), "first_value": 4, "last_value": 1 }
+{ "id": 2, "f_timetz": time("12:00:00.000"), "first_value": 3, "last_value": 1 }
+{ "id": 1, "f_timetz": time("11:00:00.000"), "first_value": 2, "last_value": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.115.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.115.adm
index 1e26eb8..3b822e0 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.115.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.115.adm
@@ -1,10 +1,10 @@
-{ "id": 1, "f_timestamptz": datetime("2000-10-19T10:23:54.000Z"), "first_value": 1, "last_value": 2 }
-{ "id": 2, "f_timestamptz": datetime("2001-10-19T10:23:54.000Z"), "first_value": 1, "last_value": 3 }
-{ "id": 3, "f_timestamptz": datetime("2002-10-19T10:23:54.000Z"), "first_value": 2, "last_value": 4 }
-{ "id": 4, "f_timestamptz": datetime("2003-10-19T10:23:54.000Z"), "first_value": 3, "last_value": 5 }
-{ "id": 5, "f_timestamptz": datetime("2004-10-19T10:23:54.000Z"), "first_value": 4, "last_value": 6 }
-{ "id": 6, "f_timestamptz": datetime("2005-10-19T10:23:54.000Z"), "first_value": 5, "last_value": 7 }
-{ "id": 7, "f_timestamptz": datetime("2006-10-19T10:23:54.000Z"), "first_value": 6, "last_value": 8 }
-{ "id": 8, "f_timestamptz": datetime("2007-10-19T10:23:54.000Z"), "first_value": 7, "last_value": 9 }
-{ "id": 9, "f_timestamptz": datetime("2008-10-19T10:23:54.000Z"), "first_value": 8, "last_value": 10 }
-{ "id": 10, "f_timestamptz": datetime("2009-10-19T10:23:54.000Z"), "first_value": 9, "last_value": 10 }
\ No newline at end of file
+{ "id": 1, "f_timestamptz": datetime("2000-10-19T10:23:54.000"), "first_value": 1, "last_value": 2 }
+{ "id": 2, "f_timestamptz": datetime("2001-10-19T10:23:54.000"), "first_value": 1, "last_value": 3 }
+{ "id": 3, "f_timestamptz": datetime("2002-10-19T10:23:54.000"), "first_value": 2, "last_value": 4 }
+{ "id": 4, "f_timestamptz": datetime("2003-10-19T10:23:54.000"), "first_value": 3, "last_value": 5 }
+{ "id": 5, "f_timestamptz": datetime("2004-10-19T10:23:54.000"), "first_value": 4, "last_value": 6 }
+{ "id": 6, "f_timestamptz": datetime("2005-10-19T10:23:54.000"), "first_value": 5, "last_value": 7 }
+{ "id": 7, "f_timestamptz": datetime("2006-10-19T10:23:54.000"), "first_value": 6, "last_value": 8 }
+{ "id": 8, "f_timestamptz": datetime("2007-10-19T10:23:54.000"), "first_value": 7, "last_value": 9 }
+{ "id": 9, "f_timestamptz": datetime("2008-10-19T10:23:54.000"), "first_value": 8, "last_value": 10 }
+{ "id": 10, "f_timestamptz": datetime("2009-10-19T10:23:54.000"), "first_value": 9, "last_value": 10 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.116.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.116.adm
index ae6f718..db69f8f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.116.adm
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/pg_win/pg_win.116.adm
@@ -1,10 +1,10 @@
-{ "id": 10, "f_timestamptz": datetime("2009-10-19T10:23:54.000Z"), "first_value": 10, "last_value": 9 }
-{ "id": 9, "f_timestamptz": datetime("2008-10-19T10:23:54.000Z"), "first_value": 10, "last_value": 8 }
-{ "id": 8, "f_timestamptz": datetime("2007-10-19T10:23:54.000Z"), "first_value": 9, "last_value": 7 }
-{ "id": 7, "f_timestamptz": datetime("2006-10-19T10:23:54.000Z"), "first_value": 8, "last_value": 6 }
-{ "id": 6, "f_timestamptz": datetime("2005-10-19T10:23:54.000Z"), "first_value": 7, "last_value": 5 }
-{ "id": 5, "f_timestamptz": datetime("2004-10-19T10:23:54.000Z"), "first_value": 6, "last_value": 4 }
-{ "id": 4, "f_timestamptz": datetime("2003-10-19T10:23:54.000Z"), "first_value": 5, "last_value": 3 }
-{ "id": 3, "f_timestamptz": datetime("2002-10-19T10:23:54.000Z"), "first_value": 4, "last_value": 2 }
-{ "id": 2, "f_timestamptz": datetime("2001-10-19T10:23:54.000Z"), "first_value": 3, "last_value": 1 }
-{ "id": 1, "f_timestamptz": datetime("2000-10-19T10:23:54.000Z"), "first_value": 2, "last_value": 1 }
\ No newline at end of file
+{ "id": 10, "f_timestamptz": datetime("2009-10-19T10:23:54.000"), "first_value": 10, "last_value": 9 }
+{ "id": 9, "f_timestamptz": datetime("2008-10-19T10:23:54.000"), "first_value": 10, "last_value": 8 }
+{ "id": 8, "f_timestamptz": datetime("2007-10-19T10:23:54.000"), "first_value": 9, "last_value": 7 }
+{ "id": 7, "f_timestamptz": datetime("2006-10-19T10:23:54.000"), "first_value": 8, "last_value": 6 }
+{ "id": 6, "f_timestamptz": datetime("2005-10-19T10:23:54.000"), "first_value": 7, "last_value": 5 }
+{ "id": 5, "f_timestamptz": datetime("2004-10-19T10:23:54.000"), "first_value": 6, "last_value": 4 }
+{ "id": 4, "f_timestamptz": datetime("2003-10-19T10:23:54.000"), "first_value": 5, "last_value": 3 }
+{ "id": 3, "f_timestamptz": datetime("2002-10-19T10:23:54.000"), "first_value": 4, "last_value": 2 }
+{ "id": 2, "f_timestamptz": datetime("2001-10-19T10:23:54.000"), "first_value": 3, "last_value": 1 }
+{ "id": 1, "f_timestamptz": datetime("2000-10-19T10:23:54.000"), "first_value": 2, "last_value": 1 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.4.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.4.adm
new file mode 100644
index 0000000..9818aa3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.4.adm
@@ -0,0 +1,6 @@
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "y": "m" }
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "x": null, "y": "n" }
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "x": 1, "y": "i" }
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "x": "a", "y": "s" }
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "x": [ "b" ], "y": "a" }
+{ "w0": null, "w1": "m", "w2": "n", "w3": "i", "w4": "s", "w5": "a", "w6": "o", "x": { "c": 1 }, "y": "o" }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.5.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.5.adm
new file mode 100644
index 0000000..6aac76f
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_null_missing/win_null_missing.5.adm
@@ -0,0 +1,6 @@
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "y": "m" }
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "x": null, "y": "n" }
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "x": 1, "y": "i" }
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "x": "a", "y": "s" }
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "x": [ "b" ], "y": "a" }
+{ "w0": null, "w1": "i", "w2": "s", "w3": "a", "w4": "o", "w5": "m", "w6": "n", "x": { "c": 1 }, "y": "o" }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_opt_02/win_opt_02.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_opt_02/win_opt_02.10.adm
new file mode 100644
index 0000000..29322df
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/window/win_opt_02/win_opt_02.10.adm
@@ -0,0 +1,10 @@
+{ "t": 1, "x": 1, "dt": null, "dx": null, "v": null, "a": null }
+{ "t": 2, "x": 4, "dt": 1, "dx": 3, "v": 3, "a": null }
+{ "t": 3, "x": 9, "dt": 1, "dx": 5, "v": 5, "a": 2 }
+{ "t": 4, "x": 16, "dt": 1, "dx": 7, "v": 7, "a": 2 }
+{ "t": 5, "x": 25, "dt": 1, "dx": 9, "v": 9, "a": 2 }
+{ "t": 6, "x": 36, "dt": 1, "dx": 11, "v": 11, "a": 2 }
+{ "t": 7, "x": 49, "dt": 1, "dx": 13, "v": 13, "a": 2 }
+{ "t": 8, "x": 64, "dt": 1, "dx": 15, "v": 15, "a": 2 }
+{ "t": 9, "x": 81, "dt": 1, "dx": 17, "v": 17, "a": 2 }
+{ "t": 10, "x": 100, "dt": 1, "dx": 19, "v": 19, "a": 2 }
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.ast
new file mode 100644
index 0000000..e8b3eac
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/comparison/datetime_tzeq/datetime_tzeq.4.ast
@@ -0,0 +1,55 @@
+Query:
+RecordConstructor [
+  (
+    LiteralExpr [STRING] [result1]
+    :
+    OperatorExpr [
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00+04:00]
+      ]
+      =
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00+05:00]
+      ]
+    ]
+  )
+  (
+    LiteralExpr [STRING] [result2]
+    :
+    OperatorExpr [
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00+04:00]
+      ]
+      =
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00Z]
+      ]
+    ]
+  )
+  (
+    LiteralExpr [STRING] [result3]
+    :
+    OperatorExpr [
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00+04:00]
+      ]
+      =
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00]
+      ]
+    ]
+  )
+  (
+    LiteralExpr [STRING] [result4]
+    :
+    OperatorExpr [
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00Z]
+      ]
+      =
+      FunctionCall asterix.datetime@1[
+        LiteralExpr [STRING] [2000-03-01T02:00:00]
+      ]
+    ]
+  )
+]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.3.ast
index a4d112a..62a4c3a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.3.ast
@@ -1,44 +1,157 @@
-DataverseUse test
 Query:
-OrderedListConstructor [
-  FunctionCall asterix.hex@1[
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
     LiteralExpr [STRING] [ABCDEF0123456789]
-  ]
-  FunctionCall asterix.hex@1[
     LiteralExpr [STRING] [abcdef0123456789]
-  ]
-  FunctionCall asterix.hex@1[
     LiteralExpr [STRING] [0A0B0C0D0E0F]
-  ]
-  FunctionCall asterix.hex@1[
     LiteralExpr [STRING] [01020304050607080900]
-  ]
-  FunctionCall asterix.hex@1[
     LiteralExpr [STRING] []
-  ]
-  FunctionCall asterix.hex@1[
     FunctionCall asterix.hex@1[
       LiteralExpr [STRING] [ABCDEF0123456789]
     ]
   ]
-  FunctionCall asterix.base64@1[
-    LiteralExpr [STRING] [0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/]
-  ]
-  FunctionCall asterix.base64@1[
-    LiteralExpr [STRING] []
-  ]
-  FunctionCall asterix.base64@1[
-    LiteralExpr [STRING] [QXN0ZXJpeA==]
-  ]
-  FunctionCall asterix.base64@1[
-    LiteralExpr [STRING] [QXN0ZXJpeAE=]
-  ]
-  FunctionCall asterix.base64@1[
-    LiteralExpr [STRING] [QXN0ZXJpeAE8]
-  ]
-  FunctionCall asterix.base64@1[
-    FunctionCall asterix.base64@1[
-      LiteralExpr [STRING] [QXN0ZXJpeAE8]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-01]
+    ]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [2020-01-01T00:00:00Z]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [00:00:00]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
     ]
   ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
 ]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.hex@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.hex@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.hex@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.4.ast
new file mode 100644
index 0000000..0705c45
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/binary_01/binary_01.4.ast
@@ -0,0 +1,157 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/]
+    LiteralExpr [STRING] []
+    LiteralExpr [STRING] [QXN0ZXJpeA==]
+    LiteralExpr [STRING] [QXN0ZXJpeAE=]
+    LiteralExpr [STRING] [QXN0ZXJpeAE8]
+    FunctionCall asterix.base64@1[
+      LiteralExpr [STRING] [QXN0ZXJpeAE8]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-01]
+    ]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [2020-01-01T00:00:00Z]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [00:00:00]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.base64@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.base64@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.base64@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/boolean_01/boolean_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/boolean_01/boolean_01.3.ast
index f2b6571..70dceef 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/boolean_01/boolean_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/boolean_01/boolean_01.3.ast
@@ -1,27 +1,259 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [boolean1]
-    :
-    FunctionCall asterix.boolean@1[
-      LiteralExpr [STRING] [true]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [boolean2]
-    :
+Let Variable [ Name=$testFalse ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [FALSE]
     FunctionCall asterix.boolean@1[
       LiteralExpr [STRING] [false]
     ]
-  )
-  (
-    LiteralExpr [STRING] [boolean3]
-    :
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [STRING] [NaN]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [STRING] [NaN]
+    ]
+    LiteralExpr [STRING] [false]
+  ]
+Let Variable [ Name=$testTrue ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [TRUE]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [2]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.int16@1[
+      - LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [2]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [3]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [STRING] [INF]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [STRING] [-INF]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [1]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [STRING] [INF]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [STRING] [-INF]
+    ]
+    LiteralExpr [STRING] [true]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [TRUE]
+    LiteralExpr [STRING] [FALSE]
+    LiteralExpr [STRING] [abc]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [1970-01-01]
+    ]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1970-01-01T00:00:00Z]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [00:00:00]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    OrderedListConstructor [
+      LiteralExpr [NULL]
+    ]
+    RecordConstructor [
+    ]
+    RecordConstructor [
+      (
+        LiteralExpr [STRING] [a]
+        :
+        LiteralExpr [NULL]
+      )
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    LiteralExpr [FALSE]
+    expected
     FunctionCall asterix.boolean@1[
-      FunctionCall asterix.boolean@1[
-        LiteralExpr [STRING] [false]
+      IndexAccessor [
+        Variable [ Name=$testFalse ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$testFalse ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall asterix.boolean@1[
+        IndexAccessor [
+          Variable [ Name=$testTrue ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testTrue ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.boolean@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [3]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.boolean@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.3.ast
index 93eda8c..38dce16 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.3.ast
@@ -1,83 +1,170 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [date1]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [2010-10-30]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date2]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [1987-11-19]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date3]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [-1987-11-19]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date4]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [0001-12-27]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date5]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [-1951-12-27]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date6]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [-2043-11-19]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date7]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [-19280329]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date8]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [19280329]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date9]
-    :
-    FunctionCall asterix.date@1[
-      LiteralExpr [STRING] [19000228]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [date10]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [2010-10-30]
+    LiteralExpr [STRING] [1987-11-19]
+    LiteralExpr [STRING] [-1987-11-19]
+    LiteralExpr [STRING] [0001-12-27]
+    LiteralExpr [STRING] [-1951-12-27]
+    LiteralExpr [STRING] [-2043-11-19]
+    LiteralExpr [STRING] [-19280329]
+    LiteralExpr [STRING] [19280329]
+    LiteralExpr [STRING] [19000228]
+    LiteralExpr [STRING] [20000229]
     FunctionCall asterix.date@1[
       LiteralExpr [STRING] [20000229]
     ]
-  )
-  (
-    LiteralExpr [STRING] [date11]
-    :
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [2010-10-30T01:02:03Z]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.date@1[
-      FunctionCall asterix.date@1[
-        LiteralExpr [STRING] [20000229]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.date@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.date@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.4.ast
new file mode 100644
index 0000000..9aa4f45
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/date_01/date_01.4.ast
@@ -0,0 +1,44 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [10/30/2010]
+    LiteralExpr [STRING] [31-12-2020]
+  ]
+Let Variable [ Name=$fmt ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [MM/DD/YYYY]
+    LiteralExpr [STRING] [DD-MM-YYYY]
+  ]
+SELECT [
+Variable [ Name=$i ]
+i
+FunctionCall asterix.date@2[
+  IndexAccessor [
+    Variable [ Name=$test ]
+    Index:     Variable [ Name=$i ]
+  ]
+  IndexAccessor [
+    Variable [ Name=$fmt ]
+    Index:     Variable [ Name=$i ]
+  ]
+]
+actual
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [0]
+    OperatorExpr [
+      FunctionCall asterix.len@1[
+        Variable [ Name=$test ]
+      ]
+      -
+      LiteralExpr [LONG] [1]
+    ]
+  ]
+  AS Variable [ Name=$i ]
+]
+Orderby
+  Variable [ Name=$i ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.3.ast
index cbe87ec..ad2b9d9 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.3.ast
@@ -1,111 +1,170 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [datetime1]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [2010-10-30T10:50:56.999+05:45]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime2]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [2010-10-30T10:30:56.250-10:00]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime3]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [1987-11-19T09:20:00.200Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime4]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime5]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-1987-11-19T10:50:56.099-05:30]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime6]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-0001-11-19T10:50:56.719Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime7]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [1951-12-27T12:20:15Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime8]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [2043-11-19T10:50:56.719Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime9]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-19280329T174937374-0630]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime10]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-19280329T174937374+0630]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime11]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-19280329T174937374]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime12]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-19280329T174937374+0630]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime13]
-    :
-    FunctionCall asterix.datetime@1[
-      LiteralExpr [STRING] [-19280329T17493737+0630]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [datetime14]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [2010-10-30T10:50:56.999+05:45]
+    LiteralExpr [STRING] [2010-10-30T10:30:56.250-10:00]
+    LiteralExpr [STRING] [1987-11-19T09:20:00.200Z]
+    LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    LiteralExpr [STRING] [-1987-11-19T10:50:56.099-05:30]
+    LiteralExpr [STRING] [-0001-11-19T10:50:56.719Z]
+    LiteralExpr [STRING] [1951-12-27T12:20:15Z]
+    LiteralExpr [STRING] [2043-11-19T10:50:56.719Z]
+    LiteralExpr [STRING] [-19280329T174937374-0630]
+    LiteralExpr [STRING] [-19280329T174937374+0630]
+    LiteralExpr [STRING] [-19280329T174937374]
+    LiteralExpr [STRING] [-19280329T174937374+0630]
+    LiteralExpr [STRING] [-19280329T17493737+0630]
+    LiteralExpr [STRING] [-19280301T05493737+0630]
     FunctionCall asterix.datetime@1[
       LiteralExpr [STRING] [-19280301T05493737+0630]
     ]
-  )
-  (
-    LiteralExpr [STRING] [datetime15]
-    :
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03.456]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.datetime@1[
-      FunctionCall asterix.datetime@1[
-        LiteralExpr [STRING] [-19280301T05493737+0630]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.datetime@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.datetime@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.4.ast
new file mode 100644
index 0000000..8e644d0
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/datetime_01/datetime_01.4.ast
@@ -0,0 +1,44 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [10/30/2010 58-57-10]
+    LiteralExpr [STRING] [31-12-2020 11/58/59]
+  ]
+Let Variable [ Name=$fmt ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [MM/DD/YYYY ss-mm-hh]
+    LiteralExpr [STRING] [DD-MM-YYYY hh/mm/ss]
+  ]
+SELECT [
+Variable [ Name=$i ]
+i
+FunctionCall asterix.datetime@2[
+  IndexAccessor [
+    Variable [ Name=$test ]
+    Index:     Variable [ Name=$i ]
+  ]
+  IndexAccessor [
+    Variable [ Name=$fmt ]
+    Index:     Variable [ Name=$i ]
+  ]
+]
+actual
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [0]
+    OperatorExpr [
+      FunctionCall asterix.len@1[
+        Variable [ Name=$test ]
+      ]
+      -
+      LiteralExpr [LONG] [1]
+    ]
+  ]
+  AS Variable [ Name=$i ]
+]
+Orderby
+  Variable [ Name=$i ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/double_01/double_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/double_01/double_01.3.ast
index ef36c04..70bfa5e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/double_01/double_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/double_01/double_01.3.ast
@@ -1,55 +1,166 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [double1]
-    :
-    FunctionCall asterix.double@1[
-      LiteralExpr [STRING] [NaN]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [double2]
-    :
-    FunctionCall asterix.double@1[
-      LiteralExpr [STRING] [INF]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [double3]
-    :
-    FunctionCall asterix.double@1[
-      LiteralExpr [STRING] [-INF]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [double4]
-    :
-    FunctionCall asterix.double@1[
-      LiteralExpr [STRING] [-80.20d]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [double5]
-    :
-    FunctionCall asterix.double@1[
-      LiteralExpr [STRING] [-20.56e-30]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [double6]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [NaN]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [-80.20d]
+    LiteralExpr [STRING] [-20.56e-30]
+    LiteralExpr [STRING] [-20.56e-300]
     FunctionCall asterix.double@1[
       LiteralExpr [STRING] [-20.56e-300]
     ]
-  )
-  (
-    LiteralExpr [STRING] [double7]
-    :
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [8]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [16]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [32]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [64]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [DOUBLE] [2.5]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.double@1[
-      FunctionCall asterix.double@1[
-        LiteralExpr [STRING] [-20.56e-300]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.double@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.double@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.3.ast
index d65e33c..3b037bd 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.3.ast
@@ -1,97 +1,172 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [duration1]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [P30Y10M25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration2]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [P25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration3]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [PT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration4]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [P30YT12MS]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration5]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [PT13H]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration6]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [-P30Y10M25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration7]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [-P25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration8]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [-PT13H50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration9]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [P120D]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration10]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [-P28M]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration11]
-    :
-    FunctionCall asterix.duration@1[
-      LiteralExpr [STRING] [PT29M90.937S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration12]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [P30Y10M25DT13H12M50S]
+    LiteralExpr [STRING] [P25DT13H12M50S]
+    LiteralExpr [STRING] [PT13H12M50S]
+    LiteralExpr [STRING] [P30YT12MS]
+    LiteralExpr [STRING] [PT13H]
+    LiteralExpr [STRING] [-P30Y10M25DT13H12M50S]
+    LiteralExpr [STRING] [-P25DT13H12M50S]
+    LiteralExpr [STRING] [-PT13H50S]
+    LiteralExpr [STRING] [P120D]
+    LiteralExpr [STRING] [-P28M]
+    LiteralExpr [STRING] [PT29M90.937S]
+    LiteralExpr [STRING] [P300Y15M60DT300H98M482.435S]
     FunctionCall asterix.duration@1[
       LiteralExpr [STRING] [P300Y15M60DT300H98M482.435S]
     ]
-  )
-  (
-    LiteralExpr [STRING] [duration13]
-    :
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P30Y10M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P25DT13H12M50S]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.duration@1[
-      FunctionCall asterix.duration@1[
-        LiteralExpr [STRING] [P300Y15M60DT300H98M482.435S]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.duration@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.duration@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.4.ast
new file mode 100644
index 0000000..d1f7bc6
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.4.ast
@@ -0,0 +1,165 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [P30Y10M]
+    LiteralExpr [STRING] [P30Y]
+    LiteralExpr [STRING] [-P30Y10M]
+    LiteralExpr [STRING] [-P28M]
+    LiteralExpr [STRING] [P300Y15M]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P300Y15M]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [P300Y16M60DT300H98M482.435S]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P25DT13H12M50S]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.year-month-duration@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.year-month-duration@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.year-month-duration@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.5.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.5.ast
new file mode 100644
index 0000000..7d8f323
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_01/duration_01.5.ast
@@ -0,0 +1,167 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [P25DT13H12M50S]
+    LiteralExpr [STRING] [PT13H12M50S]
+    LiteralExpr [STRING] [PT13H]
+    LiteralExpr [STRING] [-P25DT13H12M50S]
+    LiteralExpr [STRING] [-PT13H50S]
+    LiteralExpr [STRING] [P120D]
+    LiteralExpr [STRING] [PT29M90.937S]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [PT14H]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [P1Y2M3DT4H5M6S]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P1Y]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.day-time-duration@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.day-time-duration@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.day-time-duration@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.2.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.2.ast
deleted file mode 100644
index e69de29..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.2.ast
+++ /dev/null
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.3.ast
deleted file mode 100644
index e615b56..0000000
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/duration_02/duration_02.3.ast
+++ /dev/null
@@ -1,97 +0,0 @@
-DataverseUse test
-Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [duration1]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      LiteralExpr [STRING] [P30Y10M]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration2]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [P25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration3]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [PT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration4]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      LiteralExpr [STRING] [P30Y]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration5]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [PT13H]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration6]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      LiteralExpr [STRING] [-P30Y10M]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration7]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [-P25DT13H12M50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration8]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [-PT13H50S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration9]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [P120D]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration10]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      LiteralExpr [STRING] [-P28M]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration11]
-    :
-    FunctionCall asterix.day-time-duration@1[
-      LiteralExpr [STRING] [PT29M90.937S]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration12]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      LiteralExpr [STRING] [P300Y15M]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [duration13]
-    :
-    FunctionCall asterix.year-month-duration@1[
-      FunctionCall asterix.year-month-duration@1[
-        LiteralExpr [STRING] [P300Y15M]
-      ]
-    ]
-  )
-]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/float_01/float_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/float_01/float_01.3.ast
index 6a8e42b..bf2f7e3 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/float_01/float_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/float_01/float_01.3.ast
@@ -1,48 +1,165 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [float1]
-    :
-    FunctionCall asterix.float@1[
-      LiteralExpr [STRING] [NaN]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [float2]
-    :
-    FunctionCall asterix.float@1[
-      LiteralExpr [STRING] [INF]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [float3]
-    :
-    FunctionCall asterix.float@1[
-      LiteralExpr [STRING] [-INF]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [float4]
-    :
-    FunctionCall asterix.float@1[
-      LiteralExpr [STRING] [-80.20]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [float5]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [NaN]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [-80.20]
+    LiteralExpr [STRING] [-20.56e-30]
     FunctionCall asterix.float@1[
       LiteralExpr [STRING] [-20.56e-30]
     ]
-  )
-  (
-    LiteralExpr [STRING] [float6]
-    :
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [8]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [16]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [32]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [64]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [DOUBLE] [2.5]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.float@1[
-      FunctionCall asterix.float@1[
-        LiteralExpr [STRING] [-20.56e-30]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.float@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.float@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.3.ast
index e346cec..c84907e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.3.ast
@@ -1,103 +1,188 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [int8]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [+80i8]
+    LiteralExpr [STRING] [-80]
     FunctionCall asterix.int8@1[
       LiteralExpr [STRING] [+80i8]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int16]
-    :
     FunctionCall asterix.int16@1[
-      LiteralExpr [STRING] [160]
+      LiteralExpr [LONG] [16]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int32]
-    :
     FunctionCall asterix.int32@1[
-      LiteralExpr [STRING] [+320i32]
+      LiteralExpr [LONG] [32]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int64]
-    :
     FunctionCall asterix.int64@1[
-      LiteralExpr [STRING] [640]
+      LiteralExpr [LONG] [64]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int8_2]
-    :
-    FunctionCall asterix.int8@1[
-      LiteralExpr [STRING] [-80]
+    FunctionCall asterix.float@1[
+      LiteralExpr [DOUBLE] [1.25]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int16_2]
-    :
+    FunctionCall asterix.double@1[
+      LiteralExpr [DOUBLE] [2.25]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [80.25]
+    LiteralExpr [STRING] [80.5]
+    LiteralExpr [STRING] [80.75]
+    LiteralExpr [STRING] [-80.25]
+    LiteralExpr [STRING] [-80.5]
+    LiteralExpr [STRING] [-80.75]
+    LiteralExpr [STRING] [8.125e1]
+    LiteralExpr [STRING] [-812.5e-1]
     FunctionCall asterix.int16@1[
-      LiteralExpr [STRING] [-160i16]
+      LiteralExpr [LONG] [999]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int32_2]
-    :
     FunctionCall asterix.int32@1[
-      LiteralExpr [STRING] [-320]
+      LiteralExpr [LONG] [999]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int64_2]
-    :
     FunctionCall asterix.int64@1[
-      LiteralExpr [STRING] [-640i64]
+      LiteralExpr [LONG] [999]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int64_min]
-    :
-    FunctionCall asterix.int64@1[
-      LiteralExpr [STRING] [-9223372036854775808]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [999]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int8_3]
-    :
-    FunctionCall asterix.int8@1[
-      FunctionCall asterix.int8@1[
-        LiteralExpr [STRING] [+80i8]
-      ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [999]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int16_3]
-    :
-    FunctionCall asterix.int16@1[
-      FunctionCall asterix.int16@1[
-        LiteralExpr [STRING] [160]
-      ]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [NaN]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int32_3]
-    :
-    FunctionCall asterix.int32@1[
-      FunctionCall asterix.int32@1[
-        LiteralExpr [STRING] [+320i32]
-      ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
     ]
-  )
-  (
-    LiteralExpr [STRING] [int64_3]
-    :
-    FunctionCall asterix.int64@1[
-      FunctionCall asterix.int64@1[
-        LiteralExpr [STRING] [640]
-      ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
     ]
-  )
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
 ]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.int8@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.int8@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.int8@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.4.ast
new file mode 100644
index 0000000..f0ae023
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.4.ast
@@ -0,0 +1,185 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [160]
+    LiteralExpr [STRING] [-160i16]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [STRING] [160]
+    ]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [8]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [32]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [64]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [DOUBLE] [1.25]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [DOUBLE] [2.25]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [160.25]
+    LiteralExpr [STRING] [160.5]
+    LiteralExpr [STRING] [160.75]
+    LiteralExpr [STRING] [-160.25]
+    LiteralExpr [STRING] [-160.5]
+    LiteralExpr [STRING] [-160.75]
+    LiteralExpr [STRING] [16.125e1]
+    LiteralExpr [STRING] [-1612.5e-1]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [99999]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [99999]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [99999]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [99999]
+    ]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [NaN]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.int16@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.int16@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.int16@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.5.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.5.ast
new file mode 100644
index 0000000..5190253
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.5.ast
@@ -0,0 +1,182 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [+320i32]
+    LiteralExpr [STRING] [-320]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [STRING] [+320i32]
+    ]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [8]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [16]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [64]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [DOUBLE] [1.25]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [DOUBLE] [2.25]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [320.25]
+    LiteralExpr [STRING] [320.5]
+    LiteralExpr [STRING] [320.75]
+    LiteralExpr [STRING] [-320.25]
+    LiteralExpr [STRING] [-320.5]
+    LiteralExpr [STRING] [-320.75]
+    LiteralExpr [STRING] [32.125e1]
+    LiteralExpr [STRING] [-3212.5e-1]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [9999999999]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [9999999999]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [9999999999]
+    ]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [NaN]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.int32@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.int32@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.int32@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.6.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.6.ast
new file mode 100644
index 0000000..eba1e91
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/int_01/int_01.6.ast
@@ -0,0 +1,180 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [640]
+    LiteralExpr [STRING] [-640i64]
+    LiteralExpr [STRING] [-9223372036854775808]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [STRING] [640]
+    ]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [8]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [16]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [32]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [DOUBLE] [1.25]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [DOUBLE] [2.25]
+    ]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [640.25]
+    LiteralExpr [STRING] [640.5]
+    LiteralExpr [STRING] [640.75]
+    LiteralExpr [STRING] [-640.25]
+    LiteralExpr [STRING] [-640.5]
+    LiteralExpr [STRING] [-640.75]
+    LiteralExpr [STRING] [64.125e1]
+    LiteralExpr [STRING] [-6412.5e-1]
+    FunctionCall asterix.float@1[
+      LiteralExpr [STRING] [1e100]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [STRING] [1e100]
+    ]
+    LiteralExpr [STRING] [INF]
+    LiteralExpr [STRING] [-INF]
+    LiteralExpr [STRING] [NaN]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [1987-11-19T10:50:56Z]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.int64@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.int64@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.int64@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/string_01/string_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/string_01/string_01.3.ast
index 2696db5..5c6e26f 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/string_01/string_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/string_01/string_01.3.ast
@@ -1,72 +1,167 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [string1]
-    :
-    FunctionCall asterix.string@1[
-      LiteralExpr [STRING] [true]
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [true]
+    LiteralExpr [STRING] [false"]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [STRING] [8]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string2]
-    :
-    FunctionCall asterix.string@1[
-      LiteralExpr [STRING] [false"]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [STRING] [16]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string3]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.int8@1[
-        LiteralExpr [STRING] [8]
-      ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [STRING] [32]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string4]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.int16@1[
-        LiteralExpr [STRING] [16]
-      ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [STRING] [64]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string5]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.int32@1[
-        LiteralExpr [STRING] [32]
-      ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [STRING] [1.25]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string6]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.int64@1[
-        LiteralExpr [STRING] [64]
-      ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [STRING] [2.5]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string7]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.float@1[
-        LiteralExpr [STRING] [1.25]
-      ]
+    LiteralExpr [TRUE]
+    LiteralExpr [FALSE]
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [2020-01-02T03:04:05Z]
     ]
-  )
-  (
-    LiteralExpr [STRING] [string8]
-    :
-    FunctionCall asterix.string@1[
-      FunctionCall asterix.double@1[
-        LiteralExpr [STRING] [2.5]
-      ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2021-01-02]
     ]
-  )
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:02:03]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [P30Y10M25DT13H12M50S]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P2Y]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P4S]
+    ]
+    FunctionCall asterix.uuid@1[
+      LiteralExpr [STRING] [02a199ca-bf58-412e-bd9f-60a0c975a8ac]
+    ]
+    FunctionCall asterix.base64@1[
+      LiteralExpr [STRING] [0123456789qwertyuiopasdfghjklzxcvbnmQWERTYUIOPLKJHGFDSAZXCVBNM+/]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
 ]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
+    FunctionCall asterix.string@1[
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
+      ]
+    ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.string@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.string@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+  )
+  AS Variable [ Name=#1 ]
+]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.3.ast
index 6c688cb..5eb4fb1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.3.ast
@@ -1,90 +1,171 @@
-DataverseUse test
 Query:
-RecordConstructor [
-  (
-    LiteralExpr [STRING] [time1]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [10:50:56.200+05:00]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time2]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [10:50:56.200-10:15]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time3]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [10:50:56]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time4]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [10:50:56.200Z]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time5]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [23:59:59.999-13:30]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time6]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [00:00:00.000+14:45]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time7]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [12:59:00.019-01:00]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time8]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [12:59:00.01-01:00]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time9]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [12:59:00.019-01:00]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time10]
-    :
-    FunctionCall asterix.time@1[
-      LiteralExpr [STRING] [12590001-0100]
-    ]
-  )
-  (
-    LiteralExpr [STRING] [time11]
-    :
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [10:50:56.200+05:00]
+    LiteralExpr [STRING] [10:50:56.200-10:15]
+    LiteralExpr [STRING] [10:50:56]
+    LiteralExpr [STRING] [10:50:56.200Z]
+    LiteralExpr [STRING] [23:59:59.999-13:30]
+    LiteralExpr [STRING] [00:00:00.000+14:45]
+    LiteralExpr [STRING] [12:59:00.019-01:00]
+    LiteralExpr [STRING] [12:59:00.01-01:00]
+    LiteralExpr [STRING] [12:59:00.019-01:00]
+    LiteralExpr [STRING] [12590001-0100]
+    LiteralExpr [STRING] [125900019+0100]
     FunctionCall asterix.time@1[
       LiteralExpr [STRING] [125900019+0100]
     ]
-  )
-  (
-    LiteralExpr [STRING] [time12]
-    :
+    FunctionCall asterix.datetime@1[
+      LiteralExpr [STRING] [2010-10-30T01:02:03Z]
+    ]
+  ]
+Let Variable [ Name=$testNull ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [NULL]
+    LiteralExpr [FALSE]
+    LiteralExpr [TRUE]
+    LiteralExpr [STRING] [@#!]
+    FunctionCall asterix.int8@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int16@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int32@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.int64@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.float@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.double@1[
+      LiteralExpr [LONG] [0]
+    ]
+    FunctionCall asterix.date@1[
+      LiteralExpr [STRING] [2020-01-02]
+    ]
+    FunctionCall asterix.duration@1[
+      LiteralExpr [STRING] [PT0H]
+    ]
+    FunctionCall asterix.year-month-duration@1[
+      LiteralExpr [STRING] [P0Y0M]
+    ]
+    FunctionCall asterix.day-time-duration@1[
+      LiteralExpr [STRING] [P0D]
+    ]
+    OrderedListConstructor [
+    ]
+    RecordConstructor [
+    ]
+  ]
+Let Variable [ Name=$testMissing ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [MISSING]
+  ]
+SELECT ELEMENT [
+Variable [ Name=#1 ]
+]
+FROM [  (
+    SELECT [
+    LiteralExpr [LONG] [0]
+    g
+    Variable [ Name=$i ]
+    i
     FunctionCall asterix.time@1[
-      FunctionCall asterix.time@1[
-        LiteralExpr [STRING] [125900019+0100]
+      IndexAccessor [
+        Variable [ Name=$test ]
+        Index:         Variable [ Name=$i ]
       ]
     ]
+    actual
+    ]
+    FROM [      FunctionCall asterix.range@2[
+        LiteralExpr [LONG] [0]
+        OperatorExpr [
+          FunctionCall asterix.len@1[
+            Variable [ Name=$test ]
+          ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$i ]
+    ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [1]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [NULL]
+      expected
+      FunctionCall asterix.time@1[
+        IndexAccessor [
+          Variable [ Name=$testNull ]
+          Index:           Variable [ Name=$i ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testNull ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
+    UNION
+      SELECT [
+      LiteralExpr [LONG] [2]
+      g
+      Variable [ Name=$i ]
+      i
+      LiteralExpr [TRUE]
+      expected
+      FunctionCall algebricks.is-missing@1[
+        FunctionCall asterix.time@1[
+          IndexAccessor [
+            Variable [ Name=$testMissing ]
+            Index:             Variable [ Name=$i ]
+          ]
+        ]
+      ]
+      actual
+      ]
+      FROM [        FunctionCall asterix.range@2[
+          LiteralExpr [LONG] [0]
+          OperatorExpr [
+            FunctionCall asterix.len@1[
+              Variable [ Name=$testMissing ]
+            ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        AS Variable [ Name=$i ]
+      ]
   )
+  AS Variable [ Name=#1 ]
 ]
+Orderby
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=g
+  ]
+  ASC
+  FieldAccessor [
+    Variable [ Name=#1 ]
+    Field=i
+  ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.4.ast
new file mode 100644
index 0000000..39c441c
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/constructor/time_01/time_01.4.ast
@@ -0,0 +1,44 @@
+Query:
+Let Variable [ Name=$test ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [11/58/59]
+    LiteralExpr [STRING] [58-57-10]
+  ]
+Let Variable [ Name=$fmt ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [hh/mm/ss]
+    LiteralExpr [STRING] [ss-mm-hh]
+  ]
+SELECT [
+Variable [ Name=$i ]
+i
+FunctionCall asterix.time@2[
+  IndexAccessor [
+    Variable [ Name=$test ]
+    Index:     Variable [ Name=$i ]
+  ]
+  IndexAccessor [
+    Variable [ Name=$fmt ]
+    Index:     Variable [ Name=$i ]
+  ]
+]
+actual
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [0]
+    OperatorExpr [
+      FunctionCall asterix.len@1[
+        Variable [ Name=$test ]
+      ]
+      -
+      LiteralExpr [LONG] [1]
+    ]
+  ]
+  AS Variable [ Name=$i ]
+]
+Orderby
+  Variable [ Name=$i ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.ast
new file mode 100644
index 0000000..cf6bb09
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/list/ordered-list-constructor_05/ordered-list-constructor_05.1.ast
@@ -0,0 +1,114 @@
+Query:
+SELECT [
+Variable [ Name=$r ]
+r
+OrderedListConstructor [
+  LiteralExpr [STRING] [foo]
+  LiteralExpr [STRING] [bar]
+  LiteralExpr [STRING] [foobar]
+]
+a1
+OrderedListConstructor [
+  Variable [ Name=$r ]
+  OrderedListConstructor [
+    Variable [ Name=$r ]
+  ]
+  LiteralExpr [NULL]
+]
+a2
+OrderedListConstructor [
+  (
+    SELECT ELEMENT [
+    FunctionCall asterix.sql-count@1[
+      (
+        SELECT ELEMENT [
+        FieldAccessor [
+          Variable [ Name=#3 ]
+          Field=x
+        ]
+        ]
+        FROM [          Variable [ Name=#1 ]
+          AS Variable [ Name=#3 ]
+        ]
+      )
+    ]
+    ]
+    FROM [      OrderedListConstructor [
+        Variable [ Name=$r ]
+        OperatorExpr [
+          Variable [ Name=$r ]
+          +
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$x ]
+    ]
+    Group All
+      GROUP AS Variable [ Name=#1 ]
+      (
+        x:=Variable [ Name=$x ]
+      )
+
+  )
+  (
+    SELECT ELEMENT [
+    FunctionCall asterix.sql-sum@1[
+      (
+        SELECT ELEMENT [
+        FieldAccessor [
+          Variable [ Name=#4 ]
+          Field=x
+        ]
+        ]
+        FROM [          Variable [ Name=#2 ]
+          AS Variable [ Name=#4 ]
+        ]
+      )
+    ]
+    ]
+    FROM [      OrderedListConstructor [
+        Variable [ Name=$r ]
+        OperatorExpr [
+          Variable [ Name=$r ]
+          +
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+      AS Variable [ Name=$x ]
+    ]
+    Group All
+      GROUP AS Variable [ Name=#2 ]
+      (
+        x:=Variable [ Name=$x ]
+      )
+
+  )
+]
+a3
+OperatorExpr [
+  OrderedListConstructor [
+    Variable [ Name=$r ]
+    OrderedListConstructor [
+      Variable [ Name=$r ]
+    ]
+  ]
+  =
+  OrderedListConstructor [
+    Variable [ Name=$r ]
+    OrderedListConstructor [
+      Variable [ Name=$r ]
+    ]
+  ]
+]
+eq
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [1]
+    LiteralExpr [LONG] [2]
+  ]
+  AS Variable [ Name=$r ]
+]
+Orderby
+  Variable [ Name=$r ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/scan/alltypes_01/alltypes_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/scan/alltypes_01/alltypes_01.4.ast
new file mode 100644
index 0000000..9cbf7f3
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/scan/alltypes_01/alltypes_01.4.ast
@@ -0,0 +1,20 @@
+DataverseUse test
+Query:
+RecordConstructor [
+  (
+    LiteralExpr [STRING] [t1_array_of_unknown]
+    :
+    OrderedListConstructor [
+      LiteralExpr [NULL]
+      LiteralExpr [MISSING]
+    ]
+  )
+  (
+    LiteralExpr [STRING] [t2_multiset_of_unknown]
+    :
+    UnorderedListConstructor [
+      LiteralExpr [NULL]
+      LiteralExpr [MISSING]
+    ]
+  )
+]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/datetime_functions/datetime_functions.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/datetime_functions/datetime_functions.4.ast
new file mode 100644
index 0000000..c7cbe6d
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/datetime_functions/datetime_functions.4.ast
@@ -0,0 +1,110 @@
+Query:
+SELECT [
+Variable [ Name=$tz ]
+tz
+FunctionCall asterix.string@1[
+  Variable [ Name=$s1 ]
+]
+s1
+FunctionCall asterix.string@1[
+  Variable [ Name=$s2 ]
+]
+s2
+FunctionCall asterix.string@1[
+  Variable [ Name=$m1 ]
+]
+m1
+FunctionCall asterix.string@1[
+  Variable [ Name=$m2 ]
+]
+m2
+OperatorExpr [
+  FunctionCall asterix.unix-time-from-datetime-in-secs@1[
+    Variable [ Name=$s1 ]
+  ]
+  =
+  Variable [ Name=$ets ]
+]
+us1
+OperatorExpr [
+  FunctionCall asterix.unix-time-from-datetime-in-secs@2[
+    Variable [ Name=$s2 ]
+    Variable [ Name=$tz ]
+  ]
+  =
+  Variable [ Name=$ets ]
+]
+us2
+OperatorExpr [
+  FunctionCall asterix.unix-time-from-datetime-in-ms@1[
+    Variable [ Name=$m1 ]
+  ]
+  =
+  Variable [ Name=$etm ]
+]
+um1
+OperatorExpr [
+  FunctionCall asterix.unix-time-from-datetime-in-ms@2[
+    Variable [ Name=$m2 ]
+    Variable [ Name=$tz ]
+  ]
+  =
+  Variable [ Name=$etm ]
+]
+um2
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [0]
+    LiteralExpr [LONG] [2]
+  ]
+  AS Variable [ Name=$r ]
+]
+Let Variable [ Name=$ets ]
+  :=
+  LiteralExpr [LONG] [1631671261]
+Let Variable [ Name=$etm ]
+  :=
+  OperatorExpr [
+    Variable [ Name=$ets ]
+    *
+    LiteralExpr [LONG] [1000]
+  ]
+Let Variable [ Name=$tzs ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [UTC]
+    LiteralExpr [STRING] [America/Los_Angeles]
+    LiteralExpr [STRING] [Asia/Tokyo]
+  ]
+Let Variable [ Name=$tz ]
+  :=
+  IndexAccessor [
+    Variable [ Name=$tzs ]
+    Index:     Variable [ Name=$r ]
+  ]
+Let Variable [ Name=$s1 ]
+  :=
+  FunctionCall asterix.datetime-from-unix-time-in-secs@1[
+    Variable [ Name=$ets ]
+  ]
+Let Variable [ Name=$s2 ]
+  :=
+  FunctionCall asterix.datetime-from-unix-time-in-secs@2[
+    Variable [ Name=$ets ]
+    Variable [ Name=$tz ]
+  ]
+Let Variable [ Name=$m1 ]
+  :=
+  FunctionCall asterix.datetime-from-unix-time-in-ms@1[
+    Variable [ Name=$etm ]
+  ]
+Let Variable [ Name=$m2 ]
+  :=
+  FunctionCall asterix.datetime-from-unix-time-in-ms@2[
+    Variable [ Name=$etm ]
+    Variable [ Name=$tz ]
+  ]
+Orderby
+  Variable [ Name=$r ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.3.ast
index 3f525c1..eec1007 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.3.ast
@@ -4,46 +4,51 @@
   (
     LiteralExpr [STRING] [1970-01-01]
     :
-    FunctionCall asterix.day-of-week@1[
+    FunctionCall asterix.day-of-week@2[
       FunctionCall asterix.date@1[
         LiteralExpr [STRING] [1970-01-01]
       ]
+      LiteralExpr [STRING] [Mon]
     ]
   )
   (
     LiteralExpr [STRING] [2013-08-06]
     :
-    FunctionCall asterix.day-of-week@1[
+    FunctionCall asterix.day-of-week@2[
       FunctionCall asterix.date@1[
         LiteralExpr [STRING] [2013-08-06]
       ]
+      LiteralExpr [STRING] [MON]
     ]
   )
   (
     LiteralExpr [STRING] [-2013-08-06]
     :
-    FunctionCall asterix.day-of-week@1[
+    FunctionCall asterix.day-of-week@2[
       FunctionCall asterix.date@1[
         LiteralExpr [STRING] [-2013-08-06]
       ]
+      LiteralExpr [STRING] [Monday]
     ]
   )
   (
     LiteralExpr [STRING] [1913-08-06T15:53:28Z]
     :
-    FunctionCall asterix.day-of-week@1[
+    FunctionCall asterix.day-of-week@2[
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [1913-08-06T15:53:28Z]
       ]
+      LiteralExpr [STRING] [MONDAY]
     ]
   )
   (
     LiteralExpr [STRING] [-1913-08-10T15:53:28Z]
     :
-    FunctionCall asterix.day-of-week@1[
+    FunctionCall asterix.day-of-week@2[
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [-1913-08-10T15:53:28Z]
       ]
+      LiteralExpr [LONG] [2]
     ]
   )
   (
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.4.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.4.ast
new file mode 100644
index 0000000..cab93b1
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/day_of_week_01/day_of_week_01.4.ast
@@ -0,0 +1,173 @@
+Query:
+SELECT [
+Variable [ Name=$r ]
+r
+FunctionCall asterix.sql-min@1[
+  Variable [ Name=$dows ]
+]
+mn
+FunctionCall asterix.sql-max@1[
+  Variable [ Name=$dows ]
+]
+mx
+]
+FROM [  FunctionCall asterix.range@2[
+    LiteralExpr [LONG] [1]
+    LiteralExpr [LONG] [7]
+  ]
+  AS Variable [ Name=$r ]
+]
+Let Variable [ Name=$d ]
+  :=
+  FunctionCall asterix.date@1[
+    LiteralExpr [STRING] [2021-09-05]
+  ]
+Let Variable [ Name=$dt ]
+  :=
+  FunctionCall asterix.datetime-from-date-time@2[
+    Variable [ Name=$d ]
+    FunctionCall asterix.time@1[
+      LiteralExpr [STRING] [01:01:01]
+    ]
+  ]
+Let Variable [ Name=$days ]
+  :=
+  OrderedListConstructor [
+    LiteralExpr [STRING] [sunday]
+    LiteralExpr [STRING] [monday]
+    LiteralExpr [STRING] [tuesday]
+    LiteralExpr [STRING] [wednesday]
+    LiteralExpr [STRING] [thursday]
+    LiteralExpr [STRING] [friday]
+    LiteralExpr [STRING] [saturday]
+  ]
+Let Variable [ Name=$dows ]
+  :=
+  OrderedListConstructor [
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      FunctionCall asterix.int8@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.int16@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      FunctionCall asterix.int32@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.int64@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      FunctionCall asterix.float@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.double@1[
+        Variable [ Name=$r ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      IndexAccessor [
+        Variable [ Name=$days ]
+        Index:         OperatorExpr [
+          Variable [ Name=$r ]
+          -
+          LiteralExpr [LONG] [1]
+        ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.uppercase@1[
+        IndexAccessor [
+          Variable [ Name=$days ]
+          Index:           OperatorExpr [
+            Variable [ Name=$r ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      FunctionCall asterix.lowercase@1[
+        IndexAccessor [
+          Variable [ Name=$days ]
+          Index:           OperatorExpr [
+            Variable [ Name=$r ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.substring@3[
+        IndexAccessor [
+          Variable [ Name=$days ]
+          Index:           OperatorExpr [
+            Variable [ Name=$r ]
+            -
+            LiteralExpr [LONG] [1]
+          ]
+        ]
+        LiteralExpr [LONG] [0]
+        LiteralExpr [LONG] [3]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$d ]
+      FunctionCall asterix.uppercase@1[
+        FunctionCall asterix.substring@3[
+          IndexAccessor [
+            Variable [ Name=$days ]
+            Index:             OperatorExpr [
+              Variable [ Name=$r ]
+              -
+              LiteralExpr [LONG] [1]
+            ]
+          ]
+          LiteralExpr [LONG] [0]
+          LiteralExpr [LONG] [3]
+        ]
+      ]
+    ]
+    FunctionCall asterix.day-of-week@2[
+      Variable [ Name=$dt ]
+      FunctionCall asterix.lowercase@1[
+        FunctionCall asterix.substring@3[
+          IndexAccessor [
+            Variable [ Name=$days ]
+            Index:             OperatorExpr [
+              Variable [ Name=$r ]
+              -
+              LiteralExpr [LONG] [1]
+            ]
+          ]
+          LiteralExpr [LONG] [0]
+          LiteralExpr [LONG] [3]
+        ]
+      ]
+    ]
+  ]
+Orderby
+  Variable [ Name=$r ]
+  ASC
+
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_01/parse_01.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_01/parse_01.3.ast
index 08e0b89..39490af 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_01/parse_01.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_01/parse_01.3.ast
@@ -47,7 +47,7 @@
     :
     FunctionCall asterix.parse-date@2[
       LiteralExpr [STRING] [Mon Aug 19 2013]
-      LiteralExpr [STRING] [W MMM D Y]
+      LiteralExpr [STRING] [EEE MMM D Y]
     ]
   )
   (
@@ -55,7 +55,7 @@
     :
     FunctionCall asterix.parse-date@2[
       LiteralExpr [STRING] [SKIPMEPLEASE Mon Aug SKIPME1ALSO 19 2013]
-      LiteralExpr [STRING] [O W MMM O D Y]
+      LiteralExpr [STRING] [O EEE MMM O D Y]
     ]
   )
   (
@@ -143,7 +143,7 @@
     :
     FunctionCall asterix.parse-datetime@2[
       LiteralExpr [STRING] [1970-01-01 Thu 23:59:23.392-04:00]
-      LiteralExpr [STRING] [MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD W hh:mm:ss.nnnz]
+      LiteralExpr [STRING] [MMM DD YYYY h:m:s a|MM/DD/YYY hh:mm:ss.nnn a z|YYYY-MM-DD EEE hh:mm:ss.nnnz]
     ]
   )
   (
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_02/parse_02.3.ast b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_02/parse_02.3.ast
index ea8c109..6ac928a 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_02/parse_02.3.ast
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results_parser_sqlpp/temporal/parse_02/parse_02.3.ast
@@ -38,7 +38,7 @@
       FunctionCall asterix.time@1[
         LiteralExpr [STRING] [08:07:29.030Z]
       ]
-      LiteralExpr [STRING] [h.m.s.nn a z]
+      LiteralExpr [STRING] [h.m.s.nn a]
     ]
   )
   (
@@ -48,7 +48,7 @@
       FunctionCall asterix.time@1[
         LiteralExpr [STRING] [08:07:29.030Z]
       ]
-      LiteralExpr [STRING] [hh.mm.ss.nnn a z]
+      LiteralExpr [STRING] [hh.mm.ss.nnn a]
     ]
   )
   (
@@ -58,7 +58,7 @@
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [0137-12-31T23:59:59.999+08:00]
       ]
-      LiteralExpr [STRING] [MMM DD h:m:s.nnn a YY z]
+      LiteralExpr [STRING] [MMM DD h:m:s.nnn a YY]
     ]
   )
   (
@@ -68,7 +68,7 @@
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [0137-12-31T23:59:59.999+08:00]
       ]
-      LiteralExpr [STRING] [YYYY/MMM/DD h:m:s.nnnz a]
+      LiteralExpr [STRING] [YYYY/MMM/DD h:m:s.nnn a]
     ]
   )
   (
@@ -78,7 +78,7 @@
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [0137-12-31T23:59:59.999+08:00]
       ]
-      LiteralExpr [STRING] [YYYY-MM-DDThh:mm:ss.nnnz]
+      LiteralExpr [STRING] [YYYY-MM-DDThh:mm:ss.nnn]
     ]
   )
   (
@@ -88,7 +88,7 @@
       FunctionCall asterix.datetime@1[
         LiteralExpr [STRING] [1000-10-10T10:10:10.100+00:00]
       ]
-      LiteralExpr [STRING] [YYYY-MM-DDThh:mm:ss.nnnz]
+      LiteralExpr [STRING] [YYYY-MM-DDThh:mm:ss.nnn]
     ]
   )
 ]
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_azure_blob_storage.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_azure_blob_storage.xml
index b3b9037..ae3b2aa 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_azure_blob_storage.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_azure_blob_storage.xml
@@ -22,49 +22,49 @@
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="valid-auth-methods">
         <placeholder name="azureblob-credentialsname" value="accountKey" />
-        <placeholder name="azureblob-credentialsvalue" value="%azureblob-accountkey%" />
+        <placeholder name="azureblob-credentialsvalue" value="%azure-accountkey%" />
         <output-dir compare="Text">valid-auth-methods</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="valid-auth-methods">
         <placeholder name="azureblob-credentialsname" value="sharedAccessSignature" />
-        <placeholder name="azureblob-credentialsvalue" value="%azureblob-sas%" />
+        <placeholder name="azureblob-credentialsvalue" value="%azure-sas%" />
         <output-dir compare="Text">valid-auth-methods</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="valid-auth-methods">
         <placeholder name="azureblob-credentialsname" value="connectionString" />
-        <placeholder name="azureblob-credentialsvalue" value="%azureblob-connectionstringaccountkey%" />
+        <placeholder name="azureblob-credentialsvalue" value="%azure-connectionstringaccountkey%" />
         <output-dir compare="Text">valid-auth-methods</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="valid-auth-methods">
         <placeholder name="azureblob-credentialsname" value="connectionString" />
-        <placeholder name="azureblob-credentialsvalue" value="%azureblob-connectionstringsas%" />
+        <placeholder name="azureblob-credentialsvalue" value="%azure-connectionstringsas%" />
         <output-dir compare="Text">valid-auth-methods</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="invalid-auth-methods">
         <placeholder name="azureblob-credentialsname-1" value="accountKey" />
-        <placeholder name="azureblob-credentialsvalue-1" value="%azureblob-accountkey%" />
+        <placeholder name="azureblob-credentialsvalue-1" value="%azure-accountkey%" />
         <placeholder name="azureblob-credentialsname-2" value="connectionString" />
-        <placeholder name="azureblob-credentialsvalue-2" value="%azureblob-connectionstringaccountkey%" />
+        <placeholder name="azureblob-credentialsvalue-2" value="%azure-connectionstringaccountkey%" />
         <output-dir compare="Text">invalid-auth-methods</output-dir>
-        <expected-error>ASX1133: Only a single authentication method is allowed: connectionString, accountName &amp; accountKey, or accountName &amp; sharedAccessSignature</expected-error>
+        <expected-error>ASX1138: Only a single authentication method is allowed: connectionString, accountName &amp; accountKey, or accountName &amp; sharedAccessSignature</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="invalid-auth-methods">
         <placeholder name="azureblob-credentialsname-1" value="sharedAccessSignature" />
-        <placeholder name="azureblob-credentialsvalue-1" value="%azureblob-sas%" />
+        <placeholder name="azureblob-credentialsvalue-1" value="%azure-sas%" />
         <placeholder name="azureblob-credentialsname-2" value="connectionString" />
-        <placeholder name="azureblob-credentialsvalue-2" value="%azureblob-connectionstringaccountkey%" />
+        <placeholder name="azureblob-credentialsvalue-2" value="%azure-connectionstringaccountkey%" />
         <output-dir compare="Text">invalid-auth-methods</output-dir>
-        <expected-error>ASX1133: Only a single authentication method is allowed: connectionString, accountName &amp; accountKey, or accountName &amp; sharedAccessSignature</expected-error>
+        <expected-error>ASX1138: Only a single authentication method is allowed: connectionString, accountName &amp; accountKey, or accountName &amp; sharedAccessSignature</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
@@ -81,7 +81,7 @@
     <test-case FilePath="external-dataset/azure_blob_storage/auth-methods">
       <compilation-unit name="anonymous-no-auth-no-endpoint">
         <output-dir compare="Text">anonymous-no-auth-no-endpoint</output-dir>
-        <expected-error>ASX1151: No authentication credentials provided, 'blobEndpoint' field is required for anonymous access</expected-error>
+        <expected-error>ASX1151: No authentication credentials provided, 'endpoint' field is required for anonymous access</expected-error>
       </compilation-unit>
     </test-case>
   </test-group>
@@ -138,6 +138,14 @@
         <output-dir compare="Text">common/tsv/mixed</output-dir>
       </compilation-unit>
     </test-case>
+    <!-- Parquet Tests Start -->
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/object-concat">
+        <placeholder name="adapter" value="AZUREBLOB" />
+        <output-dir compare="Text">common/parquet/object-concat</output-dir>
+      </compilation-unit>
+    </test-case>
+    <!-- Parquet Tests End -->
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/empty-string-definition">
         <placeholder name="adapter" value="AZUREBLOB" />
@@ -170,7 +178,7 @@
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/invalid-endpoint">
         <placeholder name="adapter" value="AZUREBLOB" />
-        <placeholder name="blobEndpoint" value="http://^invalid-endpoint^" />
+        <placeholder name="endpoint" value="http://^invalid-endpoint^" />
         <output-dir compare="Text">common/invalid-endpoint</output-dir>
         <expected-error>External source error. java.net.URISyntaxException: Illegal character in authority at index 7: http://^invalid-endpoint^</expected-error>
       </compilation-unit>
@@ -179,7 +187,7 @@
       <compilation-unit name="common/bucket-does-not-exist">
         <placeholder name="adapter" value="AZUREBLOB" />
         <output-dir compare="Text">common/bucket-does-not-exist</output-dir>
-        <expected-error>External source error. Status code 404</expected-error>
+        <expected-error>External source error. com.azure.storage.blob.models.BlobStorageException: Status code 404</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset" check-warnings="true">
@@ -210,28 +218,28 @@
       <compilation-unit name="common/include-exclude/bad-name-1">
         <placeholder name="adapter" value="AZUREBLOB" />
         <output-dir compare="Text">common/include-exclude/bad-name-1</output-dir>
-        <expected-error>Invalid format for property "exclude1"</expected-error>
+        <expected-error>Invalid format for property 'exclude1'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/bad-name-2">
         <placeholder name="adapter" value="AZUREBLOB" />
         <output-dir compare="Text">common/include-exclude/bad-name-2</output-dir>
-        <expected-error>Invalid format for property "exclude#"</expected-error>
+        <expected-error>Invalid format for property 'exclude#'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/bad-name-3">
         <placeholder name="adapter" value="AZUREBLOB" />
         <output-dir compare="Text">common/include-exclude/bad-name-3</output-dir>
-        <expected-error>Invalid format for property "exclude#hello"</expected-error>
+        <expected-error>Invalid format for property 'exclude#hello'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/both">
         <placeholder name="adapter" value="AZUREBLOB" />
         <output-dir compare="Text">common/include-exclude/both</output-dir>
-        <expected-error>The parameters "include" and "exclude" cannot be provided at the same time</expected-error>
+        <expected-error>The parameters 'include' and 'exclude' cannot be provided at the same time</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_s3.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_s3.xml
index 0d6a700..7242984 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_s3.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_external_dataset_s3.xml
@@ -76,6 +76,151 @@
         <output-dir compare="Text">common/tsv/mixed</output-dir>
       </compilation-unit>
     </test-case>
+    <!-- Parquet Tests Start -->
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/select-all-fields">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/select-all-fields</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/select-count-one-field">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/select-count-one-field</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/multi-file-multi-schema">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/multi-file-multi-schema</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/field-access-pushdown">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/field-access-pushdown</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/array-access-pushdown">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/array-access-pushdown</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/missing-fields">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/missing-fields</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/string-standard-utf8">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/string-standard-utf8</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/object-concat">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/object-concat</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/type-mismatch">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/type-mismatch</output-dir>
+        <expected-warn>ASX0002: Type mismatch: function field-access-by-name expects its 1st input parameter to be of type object, but the actual input type is array (in line 31, at column 29)</expected-warn>
+        <expected-warn>ASX0002: Type mismatch: function array-star expects its 1st input parameter to be of type array, but the actual input type is object (in line 31, at column 24)</expected-warn>
+        <expected-warn>ASX0002: Type mismatch: function field-access-by-name expects its 1st input parameter to be of type object, but the actual input type is array (in line 31, at column 52)</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/heterogeneous-access-pushdown">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/heterogeneous-access-pushdown</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/pushdown-plans">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/pushdown-plans</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset/s3">
+      <compilation-unit name="parquet-anonymous-access">
+        <output-dir compare="Text">parquet-anonymous-access</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset/s3">
+      <compilation-unit name="parquet-temporary-access">
+        <output-dir compare="Text">parquet-temporary-access</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/invalid-type">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1161: Type 'ParquetType' contains declared fields, which is not supported for 'parquet' format</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/no-files">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/no-files</output-dir>
+        <source-location>false</source-location>
+        <expected-warn>The provided external dataset configuration returned no files from the external source</expected-warn>
+        <expected-warn>The provided external dataset configuration returned no files from the external source</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/invalid-parquet-files">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">none</output-dir>
+        <source-location>false</source-location>
+        <expected-error>20-records.json. Reason: not a Parquet file</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/parquet-types/unset-flags">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/parquet-types/unset-flags</output-dir>
+        <source-location>false</source-location>
+        <expected-warn>Parquet file(s) contain unsigned integer that is larger than the 'bigint' range</expected-warn>
+        <expected-warn>Parquet file(s) contain values of the temporal type 'datetime' that are adjusted to UTC. Recreate the external dataset and set the option 'timezone' to get the local-adjusted 'datetime' value</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/parquet-types/decimal">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/parquet-types/decimal</output-dir>
+        <source-location>false</source-location>
+        <expected-error>ASX0054: Parquet type 'required int32 decimal32_field (DECIMAL(5,4))' is not supported by default. To enable type conversion, recreate the external dataset with the option 'decimal-to-double' enabled</expected-error>
+        <expected-warn>Parquet decimal precision loss: precision '22' is greater than the maximum supported precision '20'</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/parquet-types/temporal">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/parquet-types/temporal</output-dir>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset">
+      <compilation-unit name="common/parquet/parquet-types/invalid-timezone">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/parquet-types/invalid-timezone</output-dir>
+        <source-location>false</source-location>
+        <expected-error>Provided timezone is invalid: 'invalid-timezone'</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-dataset" check-warnings="true">
+      <compilation-unit name="common/parquet/parquet-types/disable-json-parsing">
+        <placeholder name="adapter" value="S3" />
+        <output-dir compare="Text">common/parquet/parquet-types/disable-json-parsing</output-dir>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <!-- Parquet Tests End -->
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/empty-string-definition">
         <placeholder name="adapter" value="S3" />
@@ -117,7 +262,7 @@
       <compilation-unit name="common/bucket-does-not-exist">
         <placeholder name="adapter" value="S3" />
         <output-dir compare="Text">common/bucket-does-not-exist</output-dir>
-        <expected-error>External source error. The specified bucket does not exist (Service: S3, Status Code: 404, Request ID: null)</expected-error>
+        <expected-error>External source error. software.amazon.awssdk.services.s3.model.NoSuchBucketException: The specified bucket does not exist (Service: S3, Status Code: 404</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset" check-warnings="true">
@@ -146,6 +291,7 @@
     <test-case FilePath="external-dataset/s3">
       <compilation-unit name="non-s3-region">
         <output-dir compare="Text">non-s3-region</output-dir>
+        <expected-error>Provided S3 region is not supported: 'some-new-region'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset/s3">
@@ -167,28 +313,28 @@
       <compilation-unit name="common/include-exclude/bad-name-1">
         <placeholder name="adapter" value="S3" />
         <output-dir compare="Text">common/include-exclude/bad-name-1</output-dir>
-        <expected-error>Invalid format for property "exclude1"</expected-error>
+        <expected-error>Invalid format for property 'exclude1'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/bad-name-2">
         <placeholder name="adapter" value="S3" />
         <output-dir compare="Text">common/include-exclude/bad-name-2</output-dir>
-        <expected-error>Invalid format for property "exclude#"</expected-error>
+        <expected-error>Invalid format for property 'exclude#'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/bad-name-3">
         <placeholder name="adapter" value="S3" />
         <output-dir compare="Text">common/include-exclude/bad-name-3</output-dir>
-        <expected-error>Invalid format for property "exclude#hello"</expected-error>
+        <expected-error>Invalid format for property 'exclude#hello'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
       <compilation-unit name="common/include-exclude/both">
         <placeholder name="adapter" value="S3" />
         <output-dir compare="Text">common/include-exclude/both</output-dir>
-        <expected-error>The parameters "include" and "exclude" cannot be provided at the same time</expected-error>
+        <expected-error>The parameters 'include' and 'exclude' cannot be provided at the same time</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-dataset">
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_python.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_python.xml
index 5fc7316..686ede2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_python.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_python.xml
@@ -85,5 +85,10 @@
         <output-dir compare="Text">big_object_pyudf</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="external-library">
+      <compilation-unit name="big_object_roundtrip_20M">
+        <output-dir compare="Text">big_object_roundtrip_20M</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
 </test-suite>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
index 6c67216..b922fe4 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_it_sqlpp.xml
@@ -27,7 +27,7 @@
       <compilation-unit name="bad-ext-function-ddl-1">
         <output-dir compare="Text">none</output-dir>
         <expected-error>ASX1079: Compilation error: Variable number of parameters is not supported for external functions</expected-error>
-        <expected-error>ASX1001: Syntax error: Unexpected IF NOT EXISTS (in line 25, at column 1)</expected-error>
+        <expected-error>ASX1001: Syntax error: Unexpected IF NOT EXISTS (in line 25, at column 57)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-library">
@@ -72,7 +72,7 @@
         <expected-error>ASX3042: Unsupported function language badType</expected-error>
         <expected-error>ASX1117: Cannot find library with name testlib</expected-error>
         <expected-error>ASX0049: Parameter(s) type must be specified</expected-error>
-        <expected-error>ASX0047: Invalid value for parameter \"data\": Attribute</expected-error>
+        <expected-error>ASX0047: Invalid value for parameter 'data': Attribute</expected-error>
         <expected-error>ASX0049: Parameter(s) data must be specified</expected-error>
       </compilation-unit>
     </test-case>
@@ -108,6 +108,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-library">
+      <compilation-unit name="mixedudfs">
+        <output-dir compare="Text">mixedudfs</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="external-library">
       <compilation-unit name="udf_metadata">
         <output-dir compare="Text">udf_metadata</output-dir>
       </compilation-unit>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp.xml
index 585062b..c0784c1 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp.xml
@@ -29,6 +29,11 @@
   &TemporalQueries;
   <test-group name="api">
     <test-case FilePath="api">
+      <compilation-unit name="compileonly">
+        <output-dir compare="Text">compileonly</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="api">
       <compilation-unit name="multiple-param-values">
         <output-dir compare="Text">multiple-param-values</output-dir>
       </compilation-unit>
@@ -47,34 +52,41 @@
         <expected-error>ASX0044: DELETE statement is not supported in read-only mode</expected-error>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="api" check-warnings="true">
+      <compilation-unit name="request-dataverse">
+        <output-dir compare="Text">request-dataverse</output-dir>
+        <expected-warn>ASX1063: Cannot find dataverse with name testUnknown</expected-warn>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="api">
       <compilation-unit name="request-param-validation">
         <output-dir compare="Text">request-param-validation</output-dir>
-        <expected-error>Invalid value for parameter "format": foo</expected-error>
-        <expected-error>Invalid value for parameter "pretty": bar</expected-error>
-        <expected-error>Invalid value for parameter "plan-format": blah</expected-error>
-        <expected-error>Invalid value for parameter "max-result-reads": foo</expected-error>
-        <expected-error>Invalid value for parameter "max-result-reads": 9999999999999999999999999999999999999999</expected-error>
-        <expected-error>Invalid value for parameter "max-warnings": baz</expected-error>
-        <expected-error>Invalid value for parameter "max-warnings": 1.5</expected-error>
-        <expected-error>Invalid value for parameter "mode": asyn</expected-error>
-        <expected-error>Invalid value for parameter "timeout": 12</expected-error>
-        <expected-error>Invalid value for parameter "args": 12</expected-error>
+        <expected-error>Invalid value for parameter 'format': foo</expected-error>
+        <expected-error>Invalid value for parameter 'pretty': bar</expected-error>
+        <expected-error>Invalid value for parameter 'plan-format': blah</expected-error>
+        <expected-error>Invalid value for parameter 'max-result-reads': foo</expected-error>
+        <expected-error>Invalid value for parameter 'max-result-reads': 9999999999999999999999999999999999999999</expected-error>
+        <expected-error>Invalid value for parameter 'max-warnings': baz</expected-error>
+        <expected-error>Invalid value for parameter 'max-warnings': 1.5</expected-error>
+        <expected-error>Invalid value for parameter 'mode': asyn</expected-error>
+        <expected-error>Invalid value for parameter 'timeout': 12</expected-error>
+        <expected-error>Invalid value for parameter 'args': 12</expected-error>
         <expected-error>Unable to process JSON content in request</expected-error>
         <expected-error>Unable to process JSON content in request</expected-error>
-        <expected-error>Invalid value for parameter "format": foo</expected-error>
-        <expected-error>Invalid value for parameter "pretty": bar</expected-error>
-        <expected-error>Invalid value for parameter "plan-format": blah</expected-error>
-        <expected-error>Invalid value for parameter "max-result-reads": foo</expected-error>
-        <expected-error>Invalid value for parameter "max-warnings": baz</expected-error>
-        <expected-error>Invalid value for parameter "mode": asyn</expected-error>
-        <expected-error>Invalid value for parameter "args": 12</expected-error>
+        <expected-error>Invalid value for parameter 'format': foo</expected-error>
+        <expected-error>Invalid value for parameter 'pretty': bar</expected-error>
+        <expected-error>Invalid value for parameter 'plan-format': blah</expected-error>
+        <expected-error>Invalid value for parameter 'max-result-reads': foo</expected-error>
+        <expected-error>Invalid value for parameter 'max-warnings': baz</expected-error>
+        <expected-error>Invalid value for parameter 'mode': asyn</expected-error>
+        <expected-error>Invalid value for parameter 'args': 12</expected-error>
         <expected-error>Unable to process JSON content in request</expected-error>
         <expected-error>Unable to process JSON content in request</expected-error>
-        <expected-error>Invalid value for parameter "profile": true</expected-error>
-        <expected-error>Invalid value for parameter "profile": true</expected-error>
-        <expected-error>Invalid value for parameter "profile": foo</expected-error>
-        <expected-error>Invalid value for parameter "profile": foo</expected-error>
+        <expected-error>Invalid value for parameter 'profile': true</expected-error>
+        <expected-error>Invalid value for parameter 'profile': true</expected-error>
+        <expected-error>Invalid value for parameter 'profile': foo</expected-error>
+        <expected-error>Invalid value for parameter 'profile': foo</expected-error>
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
@@ -133,6 +145,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="api">
+      <compilation-unit name="signature">
+        <output-dir compare="Text">signature</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="api">
       <compilation-unit name="ignore-body-for-get">
         <output-dir compare="Text">ignore-body-for-get</output-dir>
       </compilation-unit>
@@ -215,21 +232,21 @@
     <test-case FilePath="flwor" check-warnings="true">
       <compilation-unit name="query-ASTERIXDB-2446">
         <output-dir compare="Text">query-ASTERIXDB-2446</output-dir>
-        <expected-error>ASX0013: Duplicate field name "a"</expected-error>
-        <expected-warn>Duplicate field name "c" (in line 28, at column 84)</expected-warn>
-        <expected-warn>Duplicate field name "e" (in line 28, at column 116)</expected-warn>
+        <expected-error>ASX0013: Duplicate field name 'a'</expected-error>
+        <expected-warn>Duplicate field name 'c' (in line 28, at column 84)</expected-warn>
+        <expected-warn>Duplicate field name 'e' (in line 28, at column 116)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="flwor">
       <compilation-unit name="query-ASTERIXDB-2446-2">
         <output-dir compare="Text">query-ASTERIXDB-883</output-dir>
-        <expected-error>ASX0013: Duplicate field name "a" (in line 27, at column 20)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "b" (in line 27, at column 20)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "c" (in line 27, at column 11)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "d" (in line 27, at column 11)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "e" (in line 27, at column 14)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "f" (in line 27, at column 11)</expected-error>
-        <expected-error>ASX0013: Duplicate field name "g" (in line 27, at column 11)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'a' (in line 27, at column 20)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'b' (in line 27, at column 20)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'c' (in line 27, at column 11)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'd' (in line 27, at column 11)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'e' (in line 27, at column 14)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'f' (in line 27, at column 11)</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'g' (in line 27, at column 11)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="flwor">
@@ -2866,6 +2883,14 @@
         <expected-error>ASX1079: Compilation error: arrayagg is a SQL-92 aggregate function. The SQL++ core aggregate function strict_arrayagg could potentially express the intent.</expected-error>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="aggregate-sql-sugar" check-warnings="true">
+      <compilation-unit name="avg_mixed">
+        <output-dir compare="Text">avg_mixed</output-dir>
+        <expected-warn>ASX0004: Unsupported type: agg-avg cannot process input type string (in line 26, at column 12)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: agg-avg cannot process input type string (in line 28, at column 19)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: agg-avg cannot process input type string (in line 29, at column 19)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="aggregate-sql-sugar">
       <compilation-unit name="distinct_mixed">
         <output-dir compare="Text">distinct_mixed</output-dir>
@@ -3431,6 +3456,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="comparison">
+      <compilation-unit name="is_distinct_01">
+        <output-dir compare="Text">is_distinct_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="comparison">
       <compilation-unit name="like">
         <output-dir compare="Text">like</output-dir>
       </compilation-unit>
@@ -3586,6 +3616,19 @@
         <output-dir compare="Text">binary_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="binary_02">
+        <output-dir compare="Text">binary_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for binary in @#!1 (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: hex() cannot process input type date (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: hex() cannot process input type array (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: hex() cannot process input type object (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for binary in @#!2 (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: base64() cannot process input type date (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: base64() cannot process input type array (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: base64() cannot process input type object (in line 27, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="add-null">
         <output-dir compare="Text">add-null</output-dir>
@@ -3596,6 +3639,16 @@
         <output-dir compare="Text">boolean_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="boolean_02">
+        <output-dir compare="Text">boolean_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for boolean in FALSE (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for boolean in TRUE (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: boolean() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: boolean() cannot process input type array (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: boolean() cannot process input type object (in line 28, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="circle_01">
         <output-dir compare="Text">circle_01</output-dir>
@@ -3606,24 +3659,79 @@
         <output-dir compare="Text">date_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="date_02">
+        <output-dir compare="Text">date_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for date in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date() cannot process input type boolean (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date() cannot process input type bigint (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date() cannot process input type object (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for date in 12/31/2020 (in line 30, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="datetime_01">
         <output-dir compare="Text">datetime_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="datetime_02">
+        <output-dir compare="Text">datetime_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for datetime in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: datetime() cannot process input type boolean (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: datetime() cannot process input type bigint (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: datetime() cannot process input type array (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: datetime() cannot process input type object (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for datetime in 1951-12-27T12:20:15Z (in line 29, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="double_01">
         <output-dir compare="Text">double_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="double_02">
+        <output-dir compare="Text">double_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for double in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double() cannot process input type object (in line 29, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="duration_01">
         <output-dir compare="Text">duration_01</output-dir>
       </compilation-unit>
     </test-case>
-    <test-case FilePath="constructor">
+    <test-case FilePath="constructor" check-warnings="true">
       <compilation-unit name="duration_02">
         <output-dir compare="Text">duration_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for duration in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type bigint (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type datetime (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type date (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type time (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type array (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration() cannot process input type object (in line 30, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for yearmonthduration in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type bigint (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type datetime (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type date (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type time (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type array (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration() cannot process input type object (in line 30, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for daytimeduration in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type bigint (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type datetime (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type date (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type time (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type array (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration() cannot process input type object (in line 30, at column 13)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="constructor">
@@ -3631,11 +3739,51 @@
         <output-dir compare="Text">float_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="float_02">
+        <output-dir compare="Text">float_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for float in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float() cannot process input type object (in line 29, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="int_01">
         <output-dir compare="Text">int_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="int_02">
+        <output-dir compare="Text">int_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for tinyint in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8() cannot process input type object (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for smallint in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16() cannot process input type object (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for integer in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32() cannot process input type object (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for bigint in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64() cannot process input type datetime (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64() cannot process input type date (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64() cannot process input type time (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64() cannot process input type object (in line 29, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="interval">
         <output-dir compare="Text">interval</output-dir>
@@ -3686,26 +3834,40 @@
         <output-dir compare="Text">string_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="string_02">
+        <output-dir compare="Text">string_02</output-dir>
+        <expected-warn>ASX0004: Unsupported type: string() cannot process input type array (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: string() cannot process input type object (in line 25, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor">
       <compilation-unit name="time_01">
         <output-dir compare="Text">time_01</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="constructor" check-warnings="true">
+      <compilation-unit name="time_02">
+        <output-dir compare="Text">time_02</output-dir>
+        <expected-warn>ASX0006: Invalid format for time in @#! (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time() cannot process input type boolean (in line 25, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time() cannot process input type bigint (in line 26, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time() cannot process input type date (in line 27, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time() cannot process input type array (in line 28, at column 13)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time() cannot process input type object (in line 29, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for time in 11:58:59 (in line 30, at column 13)</expected-warn>
+      </compilation-unit>
+    </test-case>
     <test-case FilePath="constructor/uuid">
       <compilation-unit name="uuid_01">
         <output-dir compare="Text">uuid_01</output-dir>
       </compilation-unit>
     </test-case>
-    <test-case FilePath="constructor/uuid">
+    <test-case FilePath="constructor/uuid" check-warnings="true">
       <compilation-unit name="uuid_02">
         <output-dir compare="Text">uuid_02</output-dir>
-        <expected-error>Invalid format for uuid in 02a199ca-bf58-412e-bd9f-60a0c975a8a-</expected-error>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="constructor/uuid">
-      <compilation-unit name="uuid_03">
-        <output-dir compare="Text">uuid_03</output-dir>
-        <expected-error>Invalid format for uuid in 12345</expected-error>
+        <expected-warn>ASX0006: Invalid format for uuid in 02a199ca-bf58-412e-bd9f-60a0c975a8a- (in line 24, at column 13)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for uuid in 12345 (in line 25, at column 13)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="constructor">
@@ -3988,6 +4150,13 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl/create-index">
+      <compilation-unit name="create-index-6">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1050: Cannot find dataset with name LineItemView1 in dataverse test (in line 55, at column 1)</expected-error>
+        <expected-error>ASX1050: Cannot find dataset with name LineItemView2 in dataverse test (in line 60, at column 1)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="ddl/create-index">
       <compilation-unit name="create-inverted-index-with-variable-length-primary-key">
         <output-dir compare="Text">create-inverted-index-with-variable-length-primary-key</output-dir>
       </compilation-unit>
@@ -3996,6 +4165,7 @@
       <compilation-unit name="bad-type-ddl">
         <output-dir compare="Text">none</output-dir>
         <expected-error>ASX1079: Compilation error: Reserved type name $x</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'c' (in line 29, at column 19)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
@@ -4009,12 +4179,13 @@
         <expected-error>ASX1082: Cannot find datatype with name test.$d$t$i$Cust1</expected-error>
         <expected-error>ASX1082: Cannot find datatype with name test.$d$t$i$Cust2</expected-error>
         <expected-error>ASX1082: Cannot find datatype with name my_unknown_type</expected-error>
+        <expected-error>ASX0013: Duplicate field name 'c_name' (in line 25, at column 22)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="drop-primary-index">
         <output-dir compare="Text">drop-primary-index</output-dir>
-        <expected-error>Cannot drop index "ds". Drop dataset "ds" to remove this index</expected-error>
+        <expected-error>Cannot drop index 'ds'. Drop dataset 'ds' to remove this index</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl" check-warnings="true">
@@ -4033,79 +4204,89 @@
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-dataverse-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
         <expected-error>ASX1079: Compilation error: Invalid operation - Cannot create dataverse: asterix</expected-error>
         <expected-error>ASX1079: Compilation error: Invalid operation - Cannot create dataverse: algebricks</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "" (in line 24, at column 16)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 27, at column 16)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: '' (in line 24, at column 16)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 27, at column 16)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-dataset-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 29, at column 16)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 31, at column 14)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 16)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 31, at column 14)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-feed-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 34, at column 13)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 42, at column 11)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 34, at column 13)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 42, at column 11)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-feed-policy-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 29, at column 1)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 32, at column 23)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 32, at column 23)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-index-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 29, at column 19)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 33, at column 12)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 19)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 33, at column 12)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-nodegroup-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-type-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 29, at column 13)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 33, at column 11)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 13)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 33, at column 11)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
       <compilation-unit name="invalid-udf-name">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1115: Invalid name for a database object: ""</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " a"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: " invalid"</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "a/b" (in line 29, at column 17)</expected-error>
-        <expected-error>ASX1115: Invalid name for a database object: "c/d" (in line 33, at column 15)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ''</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid'</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 17)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 33, at column 15)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="ddl">
+      <compilation-unit name="invalid-view-name">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1115: Invalid name for a database object: '' (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' a' (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: ' invalid' (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'a/b' (in line 29, at column 13)</expected-error>
+        <expected-error>ASX1115: Invalid name for a database object: 'c/d' (in line 32, at column 11)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl">
@@ -4136,6 +4317,28 @@
         <output-dir compare="Text">index-bad-fields</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="ddl">
+      <compilation-unit name="index-cast-null">
+        <placeholder name="with" value="" />
+        <output-dir compare="Text">index-cast-null</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="ddl">
+      <compilation-unit name="index-cast-null">
+        <placeholder name="with" value="WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" />
+        <output-dir compare="Text">index-cast-null</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="ddl">
+      <compilation-unit name="index-cast-null-negative">
+        <output-dir compare="Text">index-cast-null-negative</output-dir>
+        <expected-error>CAST modifier is only allowed for B-Tree indexes</expected-error>
+        <expected-error>CAST modifier cannot be specified together with ENFORCED</expected-error>
+        <expected-error>CAST modifier is used without specifying the type of the indexed field</expected-error>
+        <expected-error>Typed index on 'typed_f2' field could be created only for open datatype</expected-error>
+        <expected-error>Parameter invalid_date cannot be set</expected-error>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="dml">
     <test-case FilePath="dml">
@@ -4396,8 +4599,8 @@
     <test-case FilePath="dml">
       <compilation-unit name="load-with-autogenerated-no-field">
         <output-dir compare="Text">load-with-autogenerated-no-field</output-dir>
-        <expected-error>ASX1014: Field "not_id" is not found</expected-error>
-        <expected-error>ASX1014: Field "not_id" is not found (in line 33, at column 1)</expected-error>
+        <expected-error>ASX1014: Field 'not_id' is not found</expected-error>
+        <expected-error>ASX1014: Field 'not_id' is not found</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="dml">
@@ -4914,8 +5117,8 @@
     <test-case FilePath="dml">
       <compilation-unit name="load-with-autogenerated-no-field">
         <output-dir compare="Text">load-with-autogenerated-no-field</output-dir>
-        <expected-error>ASX1014: Field "not_id" is not found</expected-error>
-        <expected-error>ASX1014: Field "not_id" is not found</expected-error>
+        <expected-error>ASX1014: Field 'not_id' is not found</expected-error>
+        <expected-error>ASX1014: Field 'not_id' is not found</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="dml">
@@ -4938,6 +5141,26 @@
         <output-dir compare="Text">query-issue382</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="dml">
+      <compilation-unit name="create-index-unknown-key">
+        <output-dir compare="Text">index-unknown-key</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="dml">
+      <compilation-unit name="insert-into-index-unknown-key">
+        <output-dir compare="Text">index-unknown-key</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="dml">
+      <compilation-unit name="upsert-into-index-unknown-key">
+        <output-dir compare="Text">index-unknown-key</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="dml">
+      <compilation-unit name="load-into-index-unknown-key">
+        <output-dir compare="Text">index-unknown-key</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="employee">
     <test-case FilePath="employee">
@@ -5523,6 +5746,11 @@
         <output-dir compare="Text">fulltext-index-large-data</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="fulltext">
+      <compilation-unit name="stopwords-full-text-filter-1">
+        <output-dir compare="Text">stopwords-full-text-filter-1</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="global-aggregate">
     <test-case FilePath="global-aggregate">
@@ -5871,6 +6099,11 @@
         <output-dir compare="Text">hash-group-by-decor</output-dir>
       </compilation-unit>
     </test-case>
+    <!--test-case FilePath="group-by">
+      <compilation-unit name="query-ASTERIXDB-3016">
+        <output-dir compare="Text">query-ASTERIXDB-3016</output-dir>
+      </compilation-unit>
+    </test-case-->
   </test-group>
   <test-group name="index-join">
     <test-case FilePath="index-join">
@@ -5969,6 +6202,11 @@
         <output-dir compare="Text">rtree-spatial-self-intersect-point</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="index-join">
+      <compilation-unit name="btree-multiple-join">
+        <output-dir compare="Text">btree-multiple-join</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="index-selection">
     <test-case FilePath="index-selection">
@@ -6311,6 +6549,18 @@
         <output-dir compare="Text">word-jaccard-inline</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="index-selection">
+      <compilation-unit name="cast-default-null">
+        <placeholder name="with" value="" />
+        <output-dir compare="Text">cast-default-null</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="index-selection">
+      <compilation-unit name="cast-default-null">
+        <placeholder name="with" value="WITH {'merge-policy': {'name': 'correlated-prefix','parameters': { 'max-mergable-component-size': 16384, 'max-tolerance-component-count': 3 }}}" />
+        <output-dir compare="Text">cast-default-null</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="inverted-index-join-noeqjoin">
     <test-case FilePath="inverted-index-join-noeqjoin">
@@ -6376,11 +6626,27 @@
   </test-group>
   <test-group name="join">
     <test-case FilePath="join">
+      <compilation-unit name="cross-join-01">
+        <output-dir compare="Text">cross-join-01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="join">
+      <compilation-unit name="cross-join-02-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1077: Cannot find dataset x in dataverse Default nor an alias with name x (in line 26, at column 39)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="join">
       <compilation-unit name="hash_join_array">
         <output-dir compare="Text">hash_join_array</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="join">
+      <compilation-unit name="hash_join_missing">
+        <output-dir compare="Text">hash_join_missing</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="join">
       <compilation-unit name="hash_join_record">
         <output-dir compare="Text">hash_join_record</output-dir>
       </compilation-unit>
@@ -6493,6 +6759,22 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="list">
+      <compilation-unit name="ordered-list-constructor_04">
+        <output-dir compare="Text">ordered-list-constructor_04</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="list">
+      <compilation-unit name="ordered-list-constructor_05">
+        <output-dir compare="Text">ordered-list-constructor_05</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="list">
+      <compilation-unit name="ordered-list-constructor_06_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 26 >>    from [r, r+1] x select value count(x),<< Encountered "," at column 42]]></expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="list">
       <compilation-unit name="scan-collection_01">
         <output-dir compare="Text">scan-collection_01</output-dir>
       </compilation-unit>
@@ -6715,7 +6997,7 @@
     <test-case FilePath="misc">
       <compilation-unit name="partition-by-nonexistent-field">
         <output-dir compare="Text">partition-by-nonexistent-field</output-dir>
-        <expected-error>Field "id" is not found</expected-error>
+        <expected-error>Field 'id' is not found</expected-error>
         <expected-error>Cannot find dataset with name testds in dataverse test</expected-error>
         <expected-error>Cannot find dataset testds in dataverse test nor an alias with name testds</expected-error>
       </compilation-unit>
@@ -6925,6 +7207,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="misc">
+      <compilation-unit name="metadata_only_02">
+        <output-dir compare="Text">metadata_only_02</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="misc">
       <compilation-unit name="cast-ASTERIXDB-2458">
         <output-dir compare="Text">cast-ASTERIXDB-2458</output-dir>
       </compilation-unit>
@@ -7004,7 +7291,7 @@
       <test-case FilePath="index/validations">
         <compilation-unit name="repetitive-keys">
           <output-dir compare="Text">repetitive-keys</output-dir>
-          <expected-error>Cannot create index with the same field "[value]" specified more than once.</expected-error>
+          <expected-error>Cannot create index with the same field '[value]' specified more than once.</expected-error>
         </compilation-unit>
       </test-case>
     </test-group>
@@ -7014,13 +7301,13 @@
       <test-case FilePath="open-index-enforced/error-checking">
         <compilation-unit name="enforced-field-name-collision">
           <output-dir compare="Text">enforced-field-name-collision</output-dir>
-          <expected-error>Cannot create enforced index on "[value]" field. The field is closed type.</expected-error>
+          <expected-error>Cannot create enforced index on '[value]' field. The field is closed type.</expected-error>
         </compilation-unit>
       </test-case>
       <test-case FilePath="open-index-enforced/error-checking">
         <compilation-unit name="enforced-field-type-collision">
           <output-dir compare="Text">enforced-field-type-collision</output-dir>
-          <expected-error>Cannot create enforced index on "[value]" field. The field is closed type.</expected-error>
+          <expected-error>Cannot create enforced index on '[value]' field. The field is closed type.</expected-error>
         </compilation-unit>
       </test-case>
       <test-case FilePath="open-index-enforced/error-checking">
@@ -7032,13 +7319,13 @@
       <test-case FilePath="open-index-enforced/error-checking">
         <compilation-unit name="missing-optionality">
           <output-dir compare="Text">missing-optionality</output-dir>
-          <expected-error>Cannot create enforced index on "[value]" field with non-optional type</expected-error>
+          <expected-error>Cannot create enforced index on '[value]' field with non-optional type</expected-error>
         </compilation-unit>
       </test-case>
       <test-case FilePath="open-index-enforced/error-checking">
         <compilation-unit name="index-on-closed-type">
           <output-dir compare="Text">index-on-closed-type</output-dir>
-          <expected-error>Typed index on 'value' field could be created only for open datatype</expected-error>
+          <expected-error>ASX1014: Field 'value' is not found (in line 33, at column 34)</expected-error>
         </compilation-unit>
       </test-case>
       <test-case FilePath="open-index-enforced/error-checking">
@@ -7056,7 +7343,7 @@
       <test-case FilePath="open-index-enforced/error-checking">
         <compilation-unit name="object-type-collision">
           <output-dir compare="Text">object-type-collision</output-dir>
-          <expected-error>ASX1051: Cannot create enforced index on "[value]" field. The field is closed type.</expected-error>
+          <expected-error>ASX1051: Cannot create enforced index on '[value]' field. The field is closed type.</expected-error>
         </compilation-unit>
       </test-case>
     </test-group>
@@ -7843,6 +8130,483 @@
       </compilation-unit>
     </test-case>
   </test-group>
+  <test-group name="array-index">
+    <test-group name="array-index/error-handling">
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="index-include-unknown-key">
+          <output-dir compare="Text">index-include-unknown-key</output-dir>
+          <expected-error>ASX1079: Compilation error: Array indexes must specify EXCLUDE UNKNOWN KEY</expected-error>
+          <expected-error>ASX1079: Compilation error: Array indexes must specify EXCLUDE UNKNOWN KEY</expected-error>
+          <source-location>false</source-location>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="index-two-array-fields">
+          <output-dir compare="Text">index-two-array-fields</output-dir>
+          <expected-error>ASX1079: Compilation error: Cannot create composite index with multiple array fields using different arrays</expected-error>
+          <expected-error>ASX1079: Compilation error: Cannot create composite index with multiple array fields using different arrays</expected-error>
+          <source-location>false</source-location>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="invalid-array-path">
+          <output-dir compare="Text">invalid-array-path</output-dir>
+          <expected-error>ASX0037: Type mismatch: expected value of type array or multiset, but got the value of type CheckinType_checkin_time:</expected-error>
+          <expected-error>ASX0037: Type mismatch: expected value of type array or multiset, but got the value of type string</expected-error>
+          <source-location>false</source-location>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="index-on-closed-array">
+          <output-dir compare="Text">index-on-closed-array</output-dir>
+          <expected-error>ASX1014: Field 'date' is not found</expected-error>
+          <source-location>false</source-location>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="index-with-enforced-type">
+          <output-dir compare="Text">index-with-enforced-type</output-dir>
+          <expected-error>ASX1155: Incompatible index type ARRAY</expected-error>
+          <source-location>false</source-location>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/error-handling">
+        <compilation-unit name="no-field-type">
+          <output-dir compare="Text">no-field-type</output-dir>
+          <expected-error>ASX1079: Compilation error: cannot find type of elements of field 'open_array_f'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of elements of field 'nested_array'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of elements of field 'nested_array'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of field 'proj1'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of field 'proj1'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of field 'proj1'</expected-error>
+          <expected-error>ASX1079: Compilation error: cannot find type of field 'proj1'</expected-error>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/metadata">
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="complex-structures">
+          <output-dir compare="Text">complex-structures</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="with-composite-array-different-indicators">
+          <output-dir compare="Text">with-composite-array-different-indicators</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="with-composite-array-different-indicators">
+          <output-dir compare="Text">with-composite-array-different-indicators</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/closed">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/metadata/open">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/bulk-loading/on-index-creation">
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/open">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/open">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/open">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/open">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="with-composite-pk">
+          <output-dir compare="Text">with-composite-pk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="with-filter-fields">
+          <output-dir compare="Text">with-filter-fields</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/closed">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/on-index-creation/open">
+        <compilation-unit name="composite-atomic">
+          <output-dir compare="Text">composite-atomic</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/bulk-loading/after-index-creation">
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="with-composite-pk">
+          <output-dir compare="Text">with-composite-pk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="with-filter-fields">
+          <output-dir compare="Text">with-filter-fields</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/bulk-loading/after-index-creation">
+        <compilation-unit name="with-open-index">
+          <output-dir compare="Text">with-open-index</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/insert-upsert-delete">
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="with-additional-atomic-index">
+          <output-dir compare="Text">with-additional-atomic-index</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/open">
+        <compilation-unit name="with-additional-atomic-index">
+          <output-dir compare="Text">with-additional-atomic-index</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/insert-upsert-delete/closed">
+        <compilation-unit name="with-filter-fields">
+          <output-dir compare="Text">with-filter-fields</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/join-quantified-queries">
+      <test-case FilePath="array-index/join-quantified-queries">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-quantified-queries">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-quantified-queries">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-quantified-queries">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/join-unnest-queries">
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="with-open-index">
+          <output-dir compare="Text">with-open-index</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/join-unnest-queries">
+        <compilation-unit name="loj-subquery">
+          <output-dir compare="Text">loj-subquery</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/select-unnest-queries">
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="with-3-level-record-path">
+          <output-dir compare="Text">with-3-level-record-path</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="with-composite-sk">
+          <output-dir compare="Text">with-composite-sk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="with-composite-pk">
+          <output-dir compare="Text">with-composite-pk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/closed">
+        <compilation-unit name="with-filter-fields">
+          <output-dir compare="Text">with-filter-fields</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="using-feed-new-index">
+          <output-dir compare="Text">using-feed</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-unnest-queries/open">
+        <compilation-unit name="using-feed-old-index">
+          <output-dir compare="Text">using-feed</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/select-quantified-queries">
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="use-case-1">
+          <output-dir compare="Text">use-case-1</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="use-case-2">
+          <output-dir compare="Text">use-case-2</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="use-case-3">
+          <output-dir compare="Text">use-case-3</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="use-case-4">
+          <output-dir compare="Text">use-case-4</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="with-composite-pk">
+          <output-dir compare="Text">with-composite-pk</output-dir>
+        </compilation-unit>
+      </test-case>
+      <test-case FilePath="array-index/select-quantified-queries">
+        <compilation-unit name="with-open-index">
+          <output-dir compare="Text">with-open-index</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+    <test-group name="array-index/composite-index-queries">
+      <test-case FilePath="array-index">
+        <compilation-unit name="composite-index-queries">
+          <output-dir compare="Text">composite-index-queries</output-dir>
+        </compilation-unit>
+      </test-case>
+    </test-group>
+  </test-group>
   <test-group name="nestrecords">
     <test-case FilePath="nestrecords">
       <compilation-unit name="nestrecord">
@@ -7852,7 +8616,7 @@
     <test-case FilePath="nestrecords">
       <compilation-unit name="nested-optional-pk">
         <output-dir compare="Text">nested-optional-pk</output-dir>
-        <expected-error>ASX1021: The primary key field "nested.id" cannot be nullable</expected-error>
+        <expected-error>ASX1021: The primary key field 'nested.id' cannot be nullable</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="nestrecords">
@@ -7913,11 +8677,28 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="null-missing">
+      <compilation-unit name="order-by-2">
+        <output-dir compare="Text">order-by-2</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="null-missing">
+      <compilation-unit name="order-by-3-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 33 >>ORDER BY d.a NULLS;<< Encountered ";" at column 19]]></expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: Unexpected token: NULLS (in line 33, at column 20)]]></expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="null-missing">
       <compilation-unit name="order-by-from-dataset">
         <output-dir compare="Text">order-by-from-dataset</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="null-missing">
+      <compilation-unit name="order-by-from-dataset-2">
+        <output-dir compare="Text">order-by-from-dataset-2</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="null-missing">
       <compilation-unit name="scan-collection">
         <output-dir compare="Text">scan-collection</output-dir>
       </compilation-unit>
@@ -8265,6 +9046,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="numeric">
+      <compilation-unit name="round-half-up">
+        <output-dir compare="Text">round-half-up</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="numeric">
       <compilation-unit name="round0">
         <output-dir compare="Text">round0</output-dir>
       </compilation-unit>
@@ -8799,6 +9585,11 @@
   </test-group>
   <test-group name="quantifiers">
     <test-case FilePath="quantifiers">
+      <compilation-unit name="any_and_every_01">
+        <output-dir compare="Text">any_and_every_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="quantifiers">
       <compilation-unit name="anysat_01">
         <output-dir compare="Text">somesat_01</output-dir>
       </compilation-unit>
@@ -8898,13 +9689,13 @@
     <!-- Fail sporadically        <test-case FilePath="range-hints">
             <compilation-unit name="order-by-exception_01">
                 <output-dir compare="Text">order-by</output-dir>
-                <expected-error>org.json.JSONException: JSONObject["summary"] not found</expected-error>
+                <expected-error>org.json.JSONException: JSONObject['summary'] not found</expected-error>
             </compilation-unit>
         </test-case>
         <test-case FilePath="range-hints">
             <compilation-unit name="order-by-exception_02">
                 <output-dir compare="Text">order-by</output-dir>
-                <expected-error>org.json.JSONException: JSONObject["summary"] not found</expected-error>
+                <expected-error>org.json.JSONException: JSONObject['summary'] not found</expected-error>
             </compilation-unit>
         </test-case> -->
   </test-group>
@@ -9028,7 +9819,17 @@
     </test-case>
     <test-case FilePath="scan">
       <compilation-unit name="alltypes_01">
-        <output-dir compare="Text">alltypes_01</output-dir>
+        <output-dir compare="Clean-JSON">alltypes_01-cleanjson</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="scan">
+      <compilation-unit name="alltypes_01">
+        <output-dir compare="Lossless-JSON">alltypes_01-losslessjson</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="scan">
+      <compilation-unit name="alltypes_01">
+        <output-dir compare="Lossless-ADM-JSON">alltypes_01-losslessadmjson</output-dir>
       </compilation-unit>
     </test-case>
     <test-case FilePath="scan">
@@ -9279,6 +10080,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="spatial">
+      <compilation-unit name="hints_spatial_partitioning">
+        <output-dir compare="Text">hints_spatial_partitioning</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="spatial">
       <compilation-unit name="line_accessor">
         <output-dir compare="Text">line_accessor</output-dir>
       </compilation-unit>
@@ -9378,6 +10184,128 @@
         <output-dir compare="Text">spatial-large-data</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="spatial">
+      <compilation-unit name="spatial_join_dynamic_partitioning">
+        <output-dir compare="Text">spatial_join_dynamic_partitioning</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="spatial">
+      <compilation-unit name="spatial_join_static_partitioning">
+        <output-dir compare="Text">spatial_join_static_partitioning</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="spatial">
+      <compilation-unit name="spatial_left_outer_join_st_intersects">
+        <output-dir compare="Text">spatial_left_outer_join_st_intersects</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="spatial">
+      <compilation-unit name="spatial_join_projection_check">
+        <output-dir compare="Text">spatial_join_projection_check</output-dir>
+      </compilation-unit>
+    </test-case>
+  </test-group>
+  <test-group name="sql-compat">
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="in_non_list_01">
+        <output-dir compare="Text">in_non_list_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="outer_join_01">
+        <output-dir compare="Text">outer_join_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="outer_unnest_01">
+        <output-dir compare="Text">outer_unnest_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="select_star_01">
+        <output-dir compare="Text">select_star_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="select_star_02_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1168: Ambiguous projection in SELECT clause (in line 32, at column 8)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_01_scalar">
+        <output-dir compare="Text">subquery_coercion_01_scalar</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_02_scalar_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1169: Unable to do subquery coercion. Subquery returns more than one field (in line 32, at column 29)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 32, at column 20)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Both SELECT and SELECT VALUE are present (in line 35, at column 4)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion.  (in line 34, at column 3)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_03_cmp">
+        <output-dir compare="Text">subquery_coercion_03_cmp</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_04_cmp_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1169: Unable to do subquery coercion. Subquery returns more than one field (in line 35, at column 26)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Subquery returns more than one field (in line 35, at column 21)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Both SELECT and SELECT VALUE are present (in line 37, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Both SELECT and SELECT VALUE are present (in line 38, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion.  (in line 36, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 35, at column 20)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 36, at column 11)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 37, at column 11)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_05_in">
+        <output-dir compare="Text">subquery_coercion_05_in</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_06_in_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1169: Unable to do subquery coercion. Subquery returns more than one field (in line 36, at column 27)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Subquery returns more than one field (in line 37, at column 17)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Both SELECT and SELECT VALUE are present (in line 38, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Both SELECT and SELECT VALUE are present (in line 39, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion.  (in line 37, at column 3)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 36, at column 21)</expected-error>
+        <expected-error>ASX1169: Unable to do subquery coercion. Unsupported projection kind (in line 37, at column 25)</expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_07_from">
+        <output-dir compare="Text">subquery_coercion_07_from</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="subquery_coercion_08_misc">
+        <output-dir compare="Text">subquery_coercion_08_misc</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="union_all_01">
+        <output-dir compare="Text">union_all_01</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="sql-compat">
+      <compilation-unit name="union_all_02_negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1171: Unable to process UNION clause. Both SELECT and SELECT VALUE are present (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1171: Unable to process UNION clause. Unequal number of input fields (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1171: Unable to process UNION clause. Unsupported projection kind (in line 29, at column 8)</expected-error>
+        <expected-error>ASX1171: Unable to process UNION clause. Unsupported projection kind (in line 30, at column 8)</expected-error>
+        <expected-error>ASX1171: Unable to process UNION clause. Unsupported projection kind (in line 31, at column 8)</expected-error>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="statement-params">
     <test-case FilePath="statement-params">
@@ -9636,8 +10564,8 @@
     <test-case FilePath="string">
       <compilation-unit name="like_03_negative">
         <output-dir compare="Text">like_03_negative</output-dir>
-        <expected-error>Invalid pattern "__\c" for LIKE (in line 21, at column 11)</expected-error>
-        <expected-error>Invalid pattern "%\" for LIKE (in line 21, at column 18)</expected-error>
+        <expected-error>Invalid pattern '__\c' for LIKE (in line 21, at column 11)</expected-error>
+        <expected-error>Invalid pattern '%\' for LIKE (in line 21, at column 18)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="string">
@@ -10071,6 +10999,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="string">
+      <compilation-unit name="string-literal1">
+        <output-dir compare="Text">string-literal1</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="string">
       <compilation-unit name="string-to-codepoint">
         <output-dir compare="Text">string-to-codepoint</output-dir>
       </compilation-unit>
@@ -10166,11 +11099,6 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="string">
-      <compilation-unit name="substr-ASTERIXDB-2949">
-        <output-dir compare="Text">substr-ASTERIXDB-2949</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="string">
       <compilation-unit name="substring-after-1">
         <output-dir compare="Text">substring-after-1</output-dir>
       </compilation-unit>
@@ -10475,6 +11403,11 @@
         <output-dir compare="Text">query-ASTERIXDB-2845</output-dir>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="subquery">
+      <compilation-unit name="query-ASTERIXDB-3006">
+        <output-dir compare="Text">query-ASTERIXDB-3006</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="subset-collection">
     <test-case FilePath="subset-collection">
@@ -12078,7 +13011,7 @@
         <expected-error>ASX1001: Syntax error: Unexpected type declaration for parameter a in function myfn001</expected-error>
         <expected-error>ASX1001: Syntax error: Unexpected return type declaration for function myfn002</expected-error>
         <expected-error>ASX1001: Syntax error: Unexpected return type declaration for function myfn003</expected-error>
-        <expected-error>ASX1001: Syntax error: Unexpected IF NOT EXISTS (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1001: Syntax error: Unexpected IF NOT EXISTS (in line 29, at column 45)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="user-defined-functions">
@@ -12104,8 +13037,8 @@
     <test-case FilePath="user-defined-functions">
       <compilation-unit name="drop-dependency-2">
         <output-dir compare="Text">drop-dependency-2</output-dir>
-        <expected-error>ASX1147: Cannot drop dataverse: dataset C.TweetMessages being used by function B.f2(2)</expected-error>
-        <expected-error>ASX1147: Cannot drop dataverse: dataset C.TweetMessages being used by function B.f3(...)</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) C.TweetMessages being used by function B.f2(2)</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) C.TweetMessages being used by function B.f3(...)</expected-error>
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
@@ -12388,14 +13321,14 @@
     <test-case FilePath="user-defined-functions">
       <compilation-unit name="udf37_recursion">
         <output-dir compare="Text">none</output-dir>
-        <expected-error>ASX1149: Illegal function recursion (in line 24, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 25, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 26, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 27, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 28, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 29, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 30, at column 1)</expected-error>
-        <expected-error>ASX1149: Illegal function recursion (in line 31, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 24, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 25, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 26, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 27, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 28, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 30, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 31, at column 1)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="user-defined-functions">
@@ -12441,6 +13374,162 @@
       </compilation-unit>
     </test-case>
   </test-group>
+  <test-group name="view">
+    <test-case FilePath="view">
+      <compilation-unit name="create-view-1">
+        <output-dir compare="Text">create-view-1</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="create-view-2-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1063: Cannot find dataverse with name test (in line 24, at column 1)</expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 25 >>create view test.v1 as select * from range(1,2) r order by;<< Encountered ";" at column 59]]></expected-error>
+        <expected-error>ASX1081: Cannot find function with signature test.undefined_range(2) (in line 25, at column 38)</expected-error>
+        <expected-error>ASX1160: A view with this name test.v1 already exists (in line 26, at column 1)</expected-error>
+        <expected-error>ASX1072: A dataset with name ds1 already exists in dataverse test (in line 30, at column 1)</expected-error>
+        <expected-error>ASX1072: A dataset with name ds2 already exists in dataverse test (in line 30, at column 1)</expected-error>
+        <expected-error>ASX1160: A view with this name test.ds1 already exists (in line 27, at column 1)</expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: Unexpected IF NOT EXISTS (in line 25, at column 1)]]></expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 31, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 32, at column 1)</expected-error>
+        <expected-error>ASX1149: Illegal function or view recursion (in line 33, at column 1)</expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 25 >>create view test.v1 primary key (r) not enforced as<< Encountered "primary" at column 21]]></expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 28 >>create view test.v2 foreign key (r) references v1 not enforced as<< Encountered <IDENTIFIER> "foreign" at column 21]]></expected-error>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="create-view-3-typed">
+        <output-dir compare="Text">create-view-3-typed</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view" check-warnings="true">
+      <compilation-unit name="create-view-4-typed-warn">
+        <output-dir compare="Text">create-view-4-typed-warn</output-dir>
+        <expected-warn>ASX0006: Invalid format for tinyint in a (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for smallint in b (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for integer in c (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for bigint in d (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for float in e (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for double in f (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for datetime in g (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for date in h (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for time in j (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for duration in k (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for yearmonthduration in m (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for daytimeduration in n (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: boolean-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int8-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int16-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int32-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: int64-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: float-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: double-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: datetime-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: date-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: time-default-null() cannot process input type duration (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: duration-default-null() cannot process input type date (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: year-month-duration-default-null() cannot process input type date (in line 30, at column 6)</expected-warn>
+        <expected-warn>ASX0004: Unsupported type: day-time-duration-default-null() cannot process input type date (in line 30, at column 6)</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view" check-warnings="true">
+      <compilation-unit name="create-view-5-typed-warn">
+        <output-dir compare="Text">create-view-5-typed-warn</output-dir>
+        <expected-warn>ASX0006: Invalid format for datetime in a (in line 27, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for date in b (in line 27, at column 6)</expected-warn>
+        <expected-warn>ASX0006: Invalid format for time in c (in line 27, at column 6)</expected-warn>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="create-view-6-typed-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1082: Cannot find datatype with name unknown_dv.t1</expected-error>
+        <expected-error>ASX1082: Cannot find datatype with name test.t1_unknown</expected-error>
+        <expected-error>ASX1079: Compilation error: view type cannot have open fields (in line 29, at column 1)</expected-error>
+        <expected-error>ASX1004: Unsupported type: view cannot process input type t1_a (in line 30, at column 1)</expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 25 >>create view test.v1(r bigint, a [bigint]) default null as<< Encountered "[" at column 33]]></expected-error>
+        <expected-error>ASX1092: Parameter date_illegal_property_name cannot be set (in line 25, at column 1)</expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 25 >>create view test.v1(r bigint) as<< Encountered "as" at column 31]]></expected-error>
+        <expected-error><![CDATA[ASX1014: Field 'unknown_field' is not found (in line 25, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1014: Field 'unknown_field_2' is not found (in line 25, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 28 >>  as select r from range(1,2) r;<< Encountered "as" at column 3]]></expected-error>
+        <expected-error><![CDATA[ASX0013: Duplicate field name 'r' (in line 25, at column 20)]]></expected-error>
+        <expected-error><![CDATA[ASX1167: Cannot change primary key of view test1.employee_v1 (in line 38, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1162: Invalid primary key definition (in line 25, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1162: Invalid primary key definition (in line 26, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1001: Syntax error: In line 36 >>  as employee;<< Encountered "as" at column 3]]></expected-error>
+        <expected-error><![CDATA[ASX1165: Invalid foreign key definition: view test1.employee_v1 does not have a primary key (in line 32, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1166: Invalid foreign key definition: foreign key does not match primary key of view test1.employee_v1 (in line 34, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1166: Invalid foreign key definition: foreign key does not match primary key of view test1.employee_v2 (in line 34, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1164: Invalid foreign key definition (in line 34, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1063: Cannot find dataverse with name test3 (in line 42, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1159: Cannot find view with name test1.employee_v3 (in line 42, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1159: Cannot find view with name test1.employee (in line 43, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1164: Invalid foreign key definition (in line 43, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1164: Invalid foreign key definition (in line 39, at column 1)]]></expected-error>
+        <expected-error><![CDATA[ASX1166: Invalid foreign key definition: foreign key does not match primary key of view test1.employee_v1 (in line 39, at column 1)]]></expected-error>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="create-view-7-foreign-key">
+        <output-dir compare="Text">create-view-7-foreign-key</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="drop-dataverse-1">
+        <output-dir compare="Text">drop-dataverse-1</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="drop-dataverse-2-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) test2.v2 being used by view test1.v1</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) test2.v2 being used by function test1.f1()</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) test2.ds2 being used by view test1.v1</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: function test2.f2() being used by view test1.v1</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: synonym test2.s3 being used by view test1.v1</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: type test2.t1 being used by dataset test1.v1</expected-error>
+        <expected-error>ASX1147: Cannot drop dataverse: dataset (or view) test2.employee_v2 being used by view test1.employee_v1</expected-error>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="drop-view-1">
+        <output-dir compare="Text">drop-view-1</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="drop-view-2-negative">
+        <output-dir compare="Text">drop-view-2-negative</output-dir>
+        <expected-error>ASX1063: Cannot find dataverse with name test (in line 24, at column 1)</expected-error>
+        <expected-error>ASX1159: Cannot find view with name test.v1 (in line 25, at column 1)</expected-error>
+        <expected-error>ASX1050: Cannot find dataset with name v1 in dataverse test (in line 27, at column 1)</expected-error>
+        <expected-error>ASX1159: Cannot find view with name test.ds1 (in line 30, at column 1)</expected-error>
+        <expected-error>ASX1148: Cannot drop dataset test2.ds2 being used by view test1.v1</expected-error>
+        <expected-error>ASX1148: Cannot drop function test2.f2() being used by view test1.v1</expected-error>
+        <expected-error>ASX1148: Cannot drop synonym test2.s2 being used by view test1.v1</expected-error>
+        <expected-error>ASX1148: Cannot drop view test2.v2 being used by view test1.v1</expected-error>
+        <expected-error>ASX1148: Cannot drop view test2.v2 being used by function test1.f1()</expected-error>
+        <expected-error>ASX1148: Cannot drop type test2.t1 being used by dataset test1.v1</expected-error>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="view-1">
+        <output-dir compare="Text">view-1</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="view">
+      <compilation-unit name="view-2-negative">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1050: Cannot find dataset with name v1 in dataverse test1 (in line 24, at column 17)</expected-error>
+        <expected-error>ASX1050: Cannot find dataset with name v2 in dataverse test1 (in line 24, at column 17)</expected-error>
+        <expected-error>ASX1050: Cannot find dataset with name v3 in dataverse test1 (in line 24, at column 1)</expected-error>
+      </compilation-unit>
+    </test-case>
+  </test-group>
   <test-group name="load">
     <test-case FilePath="load">
       <compilation-unit name="load_non-empty_index">
@@ -12719,7 +13808,7 @@
     <test-case FilePath="feeds">
       <compilation-unit name="change-feed-with-meta-with-mixed-index">
         <output-dir compare="Text">change-feed-with-meta-with-mixed-index</output-dir>
-        <expected-error>Compilation error: Cannot create index on meta fields (in line 61, at column 1)</expected-error>
+        <expected-error>Compilation error: Cannot create index on meta fields (in line 61, at column 35)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="feeds">
@@ -12735,7 +13824,7 @@
     <test-case FilePath="feeds">
       <compilation-unit name="change-feed-with-meta-open-index-in-meta">
         <output-dir compare="Text">change-feed-with-meta-open-index-in-meta</output-dir>
-        <expected-error>Compilation error: Cannot create index on meta fields (in line 60, at column 1)</expected-error>
+        <expected-error>Compilation error: Cannot create index on meta fields (in line 60, at column 34)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="feeds">
@@ -12746,13 +13835,13 @@
     <test-case FilePath="feeds">
       <compilation-unit name="change-feed-with-meta-pk-in-meta-index-after-ingest">
         <output-dir compare="Text">change-feed-with-meta-pk-in-meta-index-after-ingest</output-dir>
-        <expected-error>Compilation error: Cannot create index on meta fields (in line 27, at column 1)</expected-error>
+        <expected-error>Compilation error: Cannot create index on meta fields (in line 27, at column 37)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="feeds">
       <compilation-unit name="change-feed-with-meta-pk-in-meta-index-in-meta">
         <output-dir compare="Text">change-feed-with-meta-pk-in-meta-index-in-meta</output-dir>
-        <expected-error>Compilation error: Cannot create index on meta fields (in line 60, at column 1)</expected-error>
+        <expected-error>Compilation error: Cannot create index on meta fields (in line 60, at column 37)</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="feeds">
@@ -13483,10 +14572,10 @@
         <output-dir compare="Text">to_boolean_01</output-dir>
       </compilation-unit>
     </test-case>
-    <test-case FilePath="types">
+    <test-case FilePath="types" check-warnings="true">
       <compilation-unit name="to_boolean_02">
         <output-dir compare="Text">to_boolean_02</output-dir>
-        <expected-error>ASX0002: Type mismatch</expected-error>
+        <expected-warn>ASX0004: Unsupported type: to-boolean() cannot process input type date (in line 24, at column 8)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="types">
@@ -13494,10 +14583,10 @@
         <output-dir compare="Text">to_bigint_01</output-dir>
       </compilation-unit>
     </test-case>
-    <test-case FilePath="types">
+    <test-case FilePath="types" check-warnings="true">
       <compilation-unit name="to_bigint_02">
         <output-dir compare="Text">to_bigint_02</output-dir>
-        <expected-error>ASX0002: Type mismatch</expected-error>
+        <expected-warn>ASX0004: Unsupported type: to-bigint() cannot process input type date (in line 24, at column 7)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="types">
@@ -13505,10 +14594,10 @@
         <output-dir compare="Text">to_double_01</output-dir>
       </compilation-unit>
     </test-case>
-    <test-case FilePath="types">
+    <test-case FilePath="types" check-warnings="true">
       <compilation-unit name="to_double_02">
         <output-dir compare="Text">to_double_02</output-dir>
-        <expected-error>ASX0002: Type mismatch</expected-error>
+        <expected-warn>ASX0004: Unsupported type: to-double() cannot process input type date (in line 24, at column 7)</expected-warn>
       </compilation-unit>
     </test-case>
     <test-case FilePath="types">
@@ -13535,7 +14624,6 @@
     <test-case FilePath="types">
       <compilation-unit name="to_string_02">
         <output-dir compare="Text">to_string_02</output-dir>
-        <expected-error>ASX0004: Unsupported type</expected-error>
       </compilation-unit>
     </test-case>
     <test-case FilePath="types">
@@ -13546,10 +14634,18 @@
     <test-case FilePath="types">
       <compilation-unit name="domain_boundaries_error">
         <output-dir compare="Text">domain_boundaries_error</output-dir>
-        <expected-error>ASX0006: Invalid format for int8 in tinyint</expected-error>
-        <expected-error>ASX0006: Invalid format for int16 in smallint</expected-error>
-        <expected-error>ASX0006: Invalid format for int32 in integer</expected-error>
-        <expected-error>ASX0006: Invalid format for int64 in bigint</expected-error>
+        <expected-error>ASX0001: Field type null cannot be promoted to type tinyint</expected-error>
+        <expected-error>ASX0001: Field type null cannot be promoted to type smallint</expected-error>
+        <expected-error>ASX0001: Field type null cannot be promoted to type integer</expected-error>
+        <expected-error>ASX0001: Field type null cannot be promoted to type bigint</expected-error>
+        <source-location>false</source-location>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="types">
+      <compilation-unit name="query-ASTERIXDB-2950">
+        <output-dir compare="Text">none</output-dir>
+        <expected-error>ASX1002: Type mismatch: function get-item expects its 1st input parameter to be of type multiset or array, but the actual input type is bigint (in line 24, at column 21)</expected-error>
+        <expected-error>ASX1002: Type mismatch: function get-item expects its 1st input parameter to be of type multiset or array, but the actual input type is bigint (in line 25, at column 31)</expected-error>
       </compilation-unit>
     </test-case>
   </test-group>
@@ -14103,6 +15199,14 @@
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
+    <test-case FilePath="json-parser" check-warnings="true">
+      <compilation-unit name="parse-json-function">
+        <output-dir compare="Text">parse-json-function</output-dir>
+        <source-location>false</source-location>
+        <expected-warn>Type mismatch: function parse-json expects its 1st input parameter to be of type string, but the actual input type is bigint</expected-warn>
+        <expected-warn>Malformed input stream</expected-warn>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="composite-key">
     <test-case FilePath="composite-key">
@@ -14228,14 +15332,14 @@
     <test-case FilePath="ddl-with-clause">
       <compilation-unit name="missing-non-optional">
         <output-dir compare="Text">missing-non-optional</output-dir>
-        <expected-error>ASX1061: Field "merge-policy.name" in the with clause cannot be null or missing</expected-error>
+        <expected-error>ASX1061: Field 'merge-policy.name' in the with clause cannot be null or missing</expected-error>
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
     <test-case FilePath="ddl-with-clause">
       <compilation-unit name="type-mismatch">
         <output-dir compare="Text">type-mismatch</output-dir>
-        <expected-error>ASX1060: Field "merge-policy.parameters.max-mergable-component-size" in the with clause must be of type bigint, but found string</expected-error>
+        <expected-error>ASX1060: Field 'merge-policy.parameters.max-mergable-component-size' in the with clause must be of type bigint, but found string</expected-error>
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
@@ -14249,7 +15353,7 @@
     <test-case FilePath="ddl-with-clause">
       <compilation-unit name="unsupported-subfield">
         <output-dir compare="Text">unsupported-subfield</output-dir>
-        <expected-error>ASX1097: Subfield(s) [unknown-subfield] in "merge-policy" unsupported in the with clause</expected-error>
+        <expected-error>ASX1097: Subfield(s) [unknown-subfield] in 'merge-policy' unsupported in the with clause</expected-error>
         <source-location>false</source-location>
       </compilation-unit>
     </test-case>
@@ -14269,7 +15373,7 @@
         <expected-warn>ASX1107: Unexpected hint: indexnl. "hash" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: hash. "hash-bcast", "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: auto. "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
-        <expected-warn>ASX1107: Unexpected hint: hash. "indexnl", "range", "skip-index", "use-index" expected at this location</expected-warn>
+        <expected-warn>ASX1107: Unexpected hint: hash. "indexnl", "range", "skip-index", "spatial-partitioning", "use-index" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: hash. None expected at this location</expected-warn>
       </compilation-unit>
     </test-case>
@@ -14292,7 +15396,7 @@
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_groupby. "hash" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_relexpr. "hash-bcast", "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_between. "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
-        <expected-warn>ASX1107: Unexpected hint: unknown_hint_funcall. "indexnl", "range", "skip-index", "use-index" expected at this location</expected-warn>
+        <expected-warn>ASX1107: Unexpected hint: unknown_hint_funcall. "indexnl", "range", "skip-index", "spatial-partitioning", "use-index" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_elsewhere. None expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_relexpr_6. "hash-bcast", "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
         <expected-warn>ASX1107: Unexpected hint: unknown_hint_relexpr_6. "hash-bcast", "indexnl", "skip-index", "use-index" expected at this location</expected-warn>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_hdfs.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_hdfs.xml
index 5dfca79..4d50ca2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_hdfs.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_hdfs.xml
@@ -124,6 +124,12 @@
         <output-dir compare="Text">hdfs_03</output-dir>
       </compilation-unit>
     </test-case>
+    <!--  More Parquet tests can be found at testsuite_external_dataset_s3.xml  -->
+    <test-case FilePath="hdfs">
+      <compilation-unit name="parquet">
+        <output-dir compare="Text">parquet</output-dir>
+      </compilation-unit>
+    </test-case>
   </test-group>
   <test-group name="external-indexing">
     <test-case FilePath="external-indexing">
@@ -137,11 +143,6 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="external-indexing">
-      <compilation-unit name="rc-format">
-        <output-dir compare="Text">rc-format</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="external-indexing">
       <compilation-unit name="rtree-index">
         <output-dir compare="Text">rtree-index</output-dir>
       </compilation-unit>
@@ -157,41 +158,4 @@
       </compilation-unit>
     </test-case>
   </test-group>
-  <test-group name="parquet">
-    <test-case FilePath="parquet">
-      <compilation-unit name="select-all-fields">
-        <output-dir compare="Text">select-all-fields</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="select-count-one-field">
-        <output-dir compare="Text">select-count-one-field</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="multi-file-multi-schema">
-        <output-dir compare="Text">multi-file-multi-schema</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="expression-pushdown">
-        <output-dir compare="Text">expression-pushdown</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="missing-fields">
-        <output-dir compare="Text">missing-fields</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="string-standard-utf8">
-        <output-dir compare="Text">string-standard-utf8</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="parquet">
-      <compilation-unit name="object-concat">
-        <output-dir compare="Text">object-concat</output-dir>
-      </compilation-unit>
-    </test-case>
-  </test-group>
 </test-suite>
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_parser.xml b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_parser.xml
index 7177797..a96c57e 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_parser.xml
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/testsuite_sqlpp_parser.xml
@@ -1123,11 +1123,6 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="constructor">
-      <compilation-unit name="duration_02">
-        <output-dir compare="AST">duration_02</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="constructor">
       <compilation-unit name="float_01">
         <output-dir compare="AST">float_01</output-dir>
       </compilation-unit>
@@ -1138,12 +1133,6 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="constructor">
-      <compilation-unit name="int_02">
-        <expected-error>Syntax error: Could not parse numeric literal</expected-error>
-        <output-dir compare="AST">int_01</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="constructor">
       <compilation-unit name="interval">
         <output-dir compare="AST">interval</output-dir>
       </compilation-unit>
@@ -2815,6 +2804,11 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="list">
+      <compilation-unit name="ordered-list-constructor_05">
+        <output-dir compare="AST">ordered-list-constructor_05</output-dir>
+      </compilation-unit>
+    </test-case>
+    <test-case FilePath="list">
       <compilation-unit name="scan-collection_01">
         <output-dir compare="AST">scan-collection_01</output-dir>
       </compilation-unit>
@@ -4421,11 +4415,6 @@
       </compilation-unit>
     </test-case>
     <test-case FilePath="scan">
-      <compilation-unit name="alltypes_01">
-        <output-dir compare="AST">alltypes_01</output-dir>
-      </compilation-unit>
-    </test-case>
-    <test-case FilePath="scan">
       <compilation-unit name="alltypes_02">
         <output-dir compare="AST">alltypes_02</output-dir>
       </compilation-unit>
diff --git a/asterixdb/asterix-benchmark/pom.xml b/asterixdb/asterix-benchmark/pom.xml
index 8aac937..cffee2e 100644
--- a/asterixdb/asterix-benchmark/pom.xml
+++ b/asterixdb/asterix-benchmark/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-benchmark</artifactId>
 
diff --git a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q11.sqlpp b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q11.sqlpp
index a6c0308..b3673f2 100644
--- a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q11.sqlpp
+++ b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q11.sqlpp
@@ -32,7 +32,7 @@
 )[0]
 
 
-SELECT ps_partkey, SUM(ps.ps_supplycost * ps.ps_availqty) AS part_value
+SELECT ps_partkey, part_value
 FROM Partsupp ps,
      (
         SELECT s.s_suppkey
@@ -42,6 +42,7 @@
     ) sn
 WHERE ps.ps_suppkey = sn.s_suppkey
 GROUP BY ps.ps_partkey
+LET part_value = SUM(ps.ps_supplycost * ps.ps_availqty)
 HAVING part_value > sum * 0.0001000
 ORDER BY part_value DESC
 ;
diff --git a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q20.sqlpp.dis b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q20.sqlpp.dis
index 45c4740..230c19a 100644
--- a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q20.sqlpp.dis
+++ b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q20.sqlpp.dis
@@ -38,12 +38,12 @@
 ,
 q20_tmp3 AS
 (
-  SELECT ps_suppkey, ps_availqty, t2.sum_quantity
-  FROM Partsupp
+  SELECT ps.ps_suppkey, ps.ps_availqty, t2.sum_quantity
+  FROM Partsupp ps
   JOIN q20_tmp1 t1
-  ON ps_partkey = t1.p_partkey
+  ON ps.ps_partkey = t1.p_partkey
   JOIN q20_tmp2 t2
-  ON ps_partkey = t2.l_partkey and ps_suppkey = t2.l_suppkey
+  ON ps.ps_partkey = t2.l_partkey and ps.ps_suppkey = t2.l_suppkey
 )
 ,
 q20_tmp4 AS
diff --git a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q21.sqlpp.dis b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q21.sqlpp.dis
index 768ad47..6e46f8c 100644
--- a/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q21.sqlpp.dis
+++ b/asterixdb/asterix-benchmark/src/main/resources/benchmarks/tpch/queries/q21.sqlpp.dis
@@ -35,7 +35,7 @@
 ),
 tmp2 AS
 (
-    SELECT l2.l_orderkey,
+    SELECT l_orderkey,
            COUNT(l_suppkey) AS count_suppkey,
            MAX(l_suppkey) AS max_suppkey
     FROM  (
@@ -49,7 +49,7 @@
 
 SELECT t4.s_name, COUNT(*) AS numwait
 FROM  (
-    SELECT t3.s_name, l_suppkey, t2.l_orderkey, count_suppkey, max_suppkey
+    SELECT t3.s_name, t3.l_suppkey, t2.l_orderkey, t3.count_suppkey, t3.max_suppkey
     FROM  (
             SELECT ns.s_name, t1.l_orderkey, t1.l_suppkey
             FROM  LineItem l,
@@ -64,7 +64,7 @@
                   AND o.o_orderkey = t1.l_orderkey AND l.l_orderkey = t1.l_orderkey
                   AND o.o_orderstatus = 'F'
           ) AS t3
-     JOIN tmp2 AS t2 ON count_suppkey >= 0 AND t3.l_orderkey = t2.l_orderkey
+     JOIN tmp2 AS t2 ON t3.count_suppkey >= 0 AND t3.l_orderkey = t2.l_orderkey
 ) AS t4
 GROUP BY t4.s_name
 ORDER BY numwait DESC, t4.s_name
diff --git a/asterixdb/asterix-client-helper/pom.xml b/asterixdb/asterix-client-helper/pom.xml
index 403360b..32f0722 100644
--- a/asterixdb/asterix-client-helper/pom.xml
+++ b/asterixdb/asterix-client-helper/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <properties>
     <root.dir>${basedir}/..</root.dir>
diff --git a/asterixdb/asterix-common/pom.xml b/asterixdb/asterix-common/pom.xml
index a124d2c..e76fb5b 100644
--- a/asterixdb/asterix-common/pom.xml
+++ b/asterixdb/asterix-common/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-common</artifactId>
   <licenses>
@@ -161,7 +161,7 @@
     </dependency>
     <dependency>
       <groupId>io.netty</groupId>
-      <artifactId>netty-codec-http</artifactId>
+      <artifactId>netty-codec</artifactId>
     </dependency>
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/IRecordTypeAnnotation.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/IRecordTypeAnnotation.java
index 5edef2f..ec0917e 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/IRecordTypeAnnotation.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/IRecordTypeAnnotation.java
@@ -19,9 +19,10 @@
 package org.apache.asterix.common.annotations;
 
 public interface IRecordTypeAnnotation {
-    public enum Kind {
-        RECORD_DATA_GEN
+    enum Kind {
+        RECORD_DATA_GEN,
+        RECORD_FIELD_ORDER
     }
 
-    public Kind getKind();
+    Kind getKind();
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/MissingNullInOutFunction.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/MissingNullInOutFunction.java
index 04be957..c2e4ce3 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/MissingNullInOutFunction.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/MissingNullInOutFunction.java
@@ -25,10 +25,20 @@
 import java.lang.annotation.Target;
 
 /**
- * The functions to which this annotation is applied, respect the missing/null in -> missing/null out behaviour
+ * The functions to which this annotation is applied, specify what {@link MissingNullType} to return on MISSING or NULL
+ * input, and their runtimes respect the specification.
  */
 @Documented
 @Target(ElementType.TYPE)
 @Retention(RetentionPolicy.RUNTIME)
 public @interface MissingNullInOutFunction {
+
+    enum MissingNullType {
+        MISSING,
+        NULL
+    }
+
+    MissingNullType onMissing() default MissingNullType.MISSING;
+
+    MissingNullType onNull() default MissingNullType.NULL;
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/RecordFieldOrderAnnotation.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/RecordFieldOrderAnnotation.java
new file mode 100644
index 0000000..04cf589
--- /dev/null
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/RecordFieldOrderAnnotation.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.common.annotations;
+
+import java.io.Serializable;
+import java.util.LinkedHashSet;
+import java.util.Objects;
+
+/**
+ * Contains an ordered set of fields of a record
+ */
+public final class RecordFieldOrderAnnotation implements IRecordTypeAnnotation, Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private final LinkedHashSet<String> fieldNames;
+
+    public RecordFieldOrderAnnotation(LinkedHashSet<String> fieldNames) {
+        this.fieldNames = Objects.requireNonNull(fieldNames);
+    }
+
+    public LinkedHashSet<String> getFieldNames() {
+        return fieldNames;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.RECORD_FIELD_ORDER;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o)
+            return true;
+        if (o == null || getClass() != o.getClass())
+            return false;
+        RecordFieldOrderAnnotation that = (RecordFieldOrderAnnotation) o;
+        return fieldNames.equals(that.fieldNames);
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(fieldNames);
+    }
+}
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/SpatialJoinAnnotation.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/SpatialJoinAnnotation.java
new file mode 100644
index 0000000..42262d6
--- /dev/null
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/annotations/SpatialJoinAnnotation.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.common.annotations;
+
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionAnnotation;
+
+public final class SpatialJoinAnnotation implements IExpressionAnnotation {
+
+    public static final String HINT_STRING = "spatial-partitioning";
+
+    private final double minX;
+    private final double minY;
+    private final double maxX;
+    private final double maxY;
+    private final int numRows;
+    private final int numColumns;
+
+    public SpatialJoinAnnotation(double minX, double minY, double maxX, double maxY, int numRows, int numColumns) {
+        this.minX = minX;
+        this.minY = minY;
+        this.maxX = maxX;
+        this.maxY = maxY;
+        this.numRows = numRows;
+        this.numColumns = numColumns;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("%s:%f,%f,%f,%f,%d,%d", HINT_STRING, getMinX(), getMinY(), getMaxX(), getMaxY(),
+                getNumRows(), getNumColumns());
+    }
+
+    public double getMinX() {
+        return minX;
+    }
+
+    public double getMinY() {
+        return minY;
+    }
+
+    public double getMaxX() {
+        return maxX;
+    }
+
+    public double getMaxY() {
+        return maxY;
+    }
+
+    public int getNumRows() {
+        return numRows;
+    }
+
+    public int getNumColumns() {
+        return numColumns;
+    }
+}
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IDatasetLifecycleManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IDatasetLifecycleManager.java
index b03af55..1c2a047 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IDatasetLifecycleManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IDatasetLifecycleManager.java
@@ -20,6 +20,7 @@
 
 import java.util.List;
 import java.util.Set;
+import java.util.function.IntPredicate;
 import java.util.function.Predicate;
 
 import org.apache.asterix.common.context.DatasetInfo;
@@ -61,6 +62,14 @@
     void flushAllDatasets() throws HyracksDataException;
 
     /**
+     * Flushes all open datasets synchronously for partitions {@code partitions}
+     *
+     * @param partitions
+     * @throws HyracksDataException
+     */
+    void flushAllDatasets(IntPredicate partitions) throws HyracksDataException;
+
+    /**
      * Schedules asynchronous flush on indexes matching the predicate {@code indexPredicate}
      *
      * @param indexPredicate
@@ -143,19 +152,13 @@
     List<IndexInfo> getOpenIndexesInfo();
 
     /**
-     * Flushes and closes all user datasets (non-metadata datasets)
-     *
-     * @throws HyracksDataException
-     */
-    void closeUserDatasets() throws HyracksDataException;
-
-    /**
      * Flushes all opened datasets that are matching {@code replicationStrategy}.
      *
      * @param replicationStrategy
+     * @param partitions
      * @throws HyracksDataException
      */
-    void flushDataset(IReplicationStrategy replicationStrategy) throws HyracksDataException;
+    void flushDataset(IReplicationStrategy replicationStrategy, IntPredicate partitions) throws HyracksDataException;
 
     /**
      * Waits for all ongoing IO operations on all open datasets that are matching {@code replicationStrategy}.
@@ -169,4 +172,17 @@
      * @return the current datasets io stats
      */
     StorageIOStats getDatasetsIOStats();
+
+    /**
+     * Closes {@code resourcePath} if open
+     * @param resourcePath
+     * @throws HyracksDataException
+     */
+    void closeIfOpen(String resourcePath) throws HyracksDataException;
+
+    /**
+     * Removes all memory references of {@code partition}
+     * @param partitionId
+     */
+    void closePartition(int partitionId);
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IMetadataLockManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IMetadataLockManager.java
index c85d091..79f13bf 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IMetadataLockManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/IMetadataLockManager.java
@@ -155,6 +155,66 @@
             throws AlgebricksException;
 
     /**
+     * Acquire read lock on the full-text config
+     *
+     * @param locks
+     *            the lock list to add the new lock to
+     * @param dataverseName
+     *            the dataverse name
+     * @param fullTextConfigName
+     *            the name of the full-text config in the given dataverse
+     * @throws AlgebricksException
+     *             if lock couldn't be acquired
+     */
+    void acquireFullTextConfigReadLock(LockList locks, DataverseName dataverseName, String fullTextConfigName)
+            throws AlgebricksException;
+
+    /**
+     * Acquire write lock on the full-text config
+     *
+     * @param locks
+     *            the lock list to add the new lock to
+     * @param dataverseName
+     *            the dataverse name
+     * @param fullTextConfigName
+     *            the name of the full-text config in the given dataverse
+     * @throws AlgebricksException
+     *             if lock couldn't be acquired
+     */
+    void acquireFullTextConfigWriteLock(LockList locks, DataverseName dataverseName, String fullTextConfigName)
+            throws AlgebricksException;
+
+    /**
+     * Acquire read lock on the full-text filter
+     *
+     * @param locks
+     *            the lock list to add the new lock to
+     * @param dataverseName
+     *            the dataverse name
+     * @param fullTextFilterName
+     *            the name of the full-text filter in the given dataverse
+     * @throws AlgebricksException
+     *             if lock couldn't be acquired
+     */
+    void acquireFullTextFilterReadLock(LockList locks, DataverseName dataverseName, String fullTextFilterName)
+            throws AlgebricksException;
+
+    /**
+     * Acquire write lock on the full-text filter
+     *
+     * @param locks
+     *            the lock list to add the new lock to
+     * @param dataverseName
+     *            the dataverse name
+     * @param fullTextFilterName
+     *            the name of the full-text filter in the given dataverse
+     * @throws AlgebricksException
+     *             if lock couldn't be acquired
+     */
+    void acquireFullTextFilterWriteLock(LockList locks, DataverseName dataverseName, String fullTextFilterName)
+            throws AlgebricksException;
+
+    /**
      * Acquire read lock on the library
      *
      * @param locks
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/INcApplicationContext.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/INcApplicationContext.java
index 8c82979..5475b97 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/INcApplicationContext.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/INcApplicationContext.java
@@ -26,6 +26,7 @@
 import org.apache.asterix.common.library.ILibraryManager;
 import org.apache.asterix.common.replication.IReplicationChannel;
 import org.apache.asterix.common.replication.IReplicationManager;
+import org.apache.asterix.common.replication.IReplicationStrategyFactory;
 import org.apache.asterix.common.storage.IIndexCheckpointManagerProvider;
 import org.apache.asterix.common.storage.IReplicaManager;
 import org.apache.asterix.common.transactions.IRecoveryManagerFactory;
@@ -71,7 +72,8 @@
     IResourceIdFactory getResourceIdFactory();
 
     void initialize(IRecoveryManagerFactory recoveryManagerFactory, IReceptionistFactory receptionistFactory,
-            IConfigValidatorFactory configValidatorFactory, boolean initialRun) throws IOException, AlgebricksException;
+            IConfigValidatorFactory configValidatorFactory, IReplicationStrategyFactory replicationStrategyFactory,
+            boolean initialRun) throws IOException, AlgebricksException;
 
     void setShuttingdown(boolean b);
 
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/RequestReference.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/RequestReference.java
index eb08c09..78b6b3b 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/RequestReference.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/api/RequestReference.java
@@ -79,6 +79,6 @@
         object.put("time", time);
         object.put("userAgent", userAgent);
         object.put("remoteAddr", remoteAddr);
-        return JSONUtil.convertNodeOrThrow(object);
+        return JSONUtil.convertNodeUnchecked(object);
     }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/ClusterPartition.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/ClusterPartition.java
index cc99421..504155e 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/ClusterPartition.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/ClusterPartition.java
@@ -71,7 +71,10 @@
 
     @Override
     public ClusterPartition clone() {
-        return new ClusterPartition(partitionId, nodeId, ioDeviceNum);
+        ClusterPartition clone = new ClusterPartition(partitionId, nodeId, ioDeviceNum);
+        clone.setPendingActivation(pendingActivation);
+        clone.setActiveNodeId(activeNodeId);
+        return clone;
     }
 
     @Override
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/IClusterStateManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/IClusterStateManager.java
index a37e6e4..76802d9 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/IClusterStateManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/cluster/IClusterStateManager.java
@@ -62,9 +62,11 @@
      * @param nodeId
      * @param active
      * @param ncLocalCounters
+     * @param activePartitions
      * @throws HyracksDataException
      */
-    void updateNodeState(String nodeId, boolean active, NcLocalCounters ncLocalCounters) throws HyracksDataException;
+    void updateNodeState(String nodeId, boolean active, NcLocalCounters ncLocalCounters, Set<Integer> activePartitions)
+            throws HyracksDataException;
 
     /**
      * Updates the active node and active state of the cluster partition with id {@code partitionNum}
@@ -263,4 +265,19 @@
      * @param rebalanceRequired
      */
     void setRebalanceRequired(boolean rebalanceRequired) throws HyracksDataException;
+
+    /**
+     * Gets a map of the cluster partitions
+     *
+     * @return the cluster partitions map
+     */
+    Map<Integer, ClusterPartition> getClusterPartitions();
+
+    /**
+     * Returns true if any of the nodes in {@code nodesId} is currently inactive
+     *
+     * @param nodeIds
+     * @return true if any of the nodes is currently inactive, otherwise false
+     */
+    boolean nodesFailed(Set<String> nodeIds);
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/CompilerProperties.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/CompilerProperties.java
index a58673f..5538a0a 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/CompilerProperties.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/CompilerProperties.java
@@ -99,7 +99,11 @@
         COMPILER_MIN_MEMORY_ALLOCATION(
                 BOOLEAN,
                 AlgebricksConfig.MIN_MEMORY_ALLOCATION_DEFAULT,
-                "Enable/disable allocating minimum budget for certain queries");
+                "Enable/disable allocating minimum budget for certain queries"),
+        COMPILER_ARRAYINDEX(
+                BOOLEAN,
+                AlgebricksConfig.ARRAY_INDEX_DEFAULT,
+                "Enable/disable using array-indexes in queries");
 
         private final IOptionType type;
         private final Object defaultValue;
@@ -165,6 +169,8 @@
 
     public static final String COMPILER_MIN_MEMORY_ALLOCATION_KEY = Option.COMPILER_MIN_MEMORY_ALLOCATION.ini();
 
+    public static final String COMPILER_ARRAYINDEX_KEY = Option.COMPILER_ARRAYINDEX.ini();
+
     public static final String COMPILER_EXTERNALSCANMEMORY_KEY = Option.COMPILER_EXTERNALSCANMEMORY.ini();
 
     public static final int COMPILER_PARALLELISM_AS_STORAGE = 0;
@@ -233,6 +239,10 @@
         return accessor.getBoolean(Option.COMPILER_MIN_MEMORY_ALLOCATION);
     }
 
+    public boolean isArrayIndex() {
+        return accessor.getBoolean(Option.COMPILER_ARRAYINDEX);
+    }
+
     public int getExternalScanMemorySize() {
         return accessor.getInt(Option.COMPILER_EXTERNALSCANMEMORY);
     }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/DatasetConfig.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/DatasetConfig.java
index 3c9acf4..b85c0be 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/DatasetConfig.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/DatasetConfig.java
@@ -30,7 +30,8 @@
      */
     public enum DatasetType {
         INTERNAL,
-        EXTERNAL
+        EXTERNAL,
+        VIEW
     }
 
     public enum IndexType {
@@ -39,7 +40,8 @@
         SINGLE_PARTITION_WORD_INVIX,
         SINGLE_PARTITION_NGRAM_INVIX,
         LENGTH_PARTITIONED_WORD_INVIX,
-        LENGTH_PARTITIONED_NGRAM_INVIX
+        LENGTH_PARTITIONED_NGRAM_INVIX,
+        ARRAY;
     }
 
     public enum TransactionState {
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ExternalProperties.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ExternalProperties.java
index 46258bf..515aad6 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ExternalProperties.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ExternalProperties.java
@@ -51,7 +51,8 @@
                 StorageUtil.getIntSizeInBytes(200, StorageUtil.StorageUnit.MEGABYTE),
                 "The maximum accepted web request size in bytes"),
         REQUESTS_ARCHIVE_SIZE(NONNEGATIVE_INTEGER, 50, "The maximum number of archived requests to maintain"),
-        LIBRARY_DEPLOY_TIMEOUT(POSITIVE_INTEGER, 1800, "Timeout to upload a UDF in seconds");
+        LIBRARY_DEPLOY_TIMEOUT(POSITIVE_INTEGER, 1800, "Timeout to upload a UDF in seconds"),
+        AZURE_REQUEST_TIMEOUT(POSITIVE_INTEGER, 120, "Timeout for Azure client requests in seconds");
 
         private final IOptionType type;
         private final Object defaultValue;
@@ -78,6 +79,7 @@
                 case MAX_WAIT_ACTIVE_CLUSTER:
                 case MAX_WEB_REQUEST_SIZE:
                 case LIBRARY_DEPLOY_TIMEOUT:
+                case AZURE_REQUEST_TIMEOUT:
                     return Section.COMMON;
                 case CC_JAVA_OPTS:
                 case NC_JAVA_OPTS:
@@ -155,4 +157,7 @@
         return accessor.getInt(Option.LIBRARY_DEPLOY_TIMEOUT);
     }
 
+    public int getAzureRequestTimeout() {
+        return accessor.getInt(Option.AZURE_REQUEST_TIMEOUT);
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/MetadataProperties.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/MetadataProperties.java
index 7d5ec42..252017f 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/MetadataProperties.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/MetadataProperties.java
@@ -24,6 +24,7 @@
 
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
 import java.util.SortedMap;
 
 import org.apache.asterix.common.cluster.ClusterPartition;
@@ -123,6 +124,10 @@
         return accessor.getClusterPartitions();
     }
 
+    public Set<Integer> getNodePartitions(String nodeId) {
+        return accessor.getNodePartitions(nodeId);
+    }
+
     public Map<String, String> getTransactionLogDirs() {
         return accessor.getTransactionLogDirs();
     }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/NodeProperties.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/NodeProperties.java
index aaf6316..522cabd 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/NodeProperties.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/NodeProperties.java
@@ -95,7 +95,7 @@
 
         @Override
         public boolean hidden() {
-            return this == INITIAL_RUN || this == STARTING_PARTITION_ID;
+            return this == INITIAL_RUN;
         }
 
     }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/OptimizationConfUtil.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/OptimizationConfUtil.java
index c4dbd85..d498d69 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/OptimizationConfUtil.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/OptimizationConfUtil.java
@@ -72,9 +72,12 @@
                 CompilerProperties.COMPILER_SUBPLAN_NESTEDPUSHDOWN_KEY, compilerProperties.getSubplanNestedPushdown());
         boolean minMemoryAllocation = getBoolean(querySpecificConfig,
                 CompilerProperties.COMPILER_MIN_MEMORY_ALLOCATION_KEY, compilerProperties.getMinMemoryAllocation());
+        boolean arrayIndex = getBoolean(querySpecificConfig, CompilerProperties.COMPILER_ARRAYINDEX_KEY,
+                compilerProperties.isArrayIndex());
         int externalScanBufferSize = getExternalScanBufferSize(
                 (String) querySpecificConfig.get(CompilerProperties.COMPILER_EXTERNALSCANMEMORY_KEY),
                 compilerProperties.getExternalScanMemorySize(), sourceLoc);
+
         PhysicalOptimizationConfig physOptConf = new PhysicalOptimizationConfig();
         physOptConf.setFrameSize(frameSize);
         physOptConf.setMaxFramesExternalSort(sortFrameLimit);
@@ -90,6 +93,7 @@
         physOptConf.setSubplanMerge(subplanMerge);
         physOptConf.setSubplanNestedPushdown(subplanNestedPushdown);
         physOptConf.setMinMemoryAllocation(minMemoryAllocation);
+        physOptConf.setArrayIndexEnabled(arrayIndex);
         physOptConf.setExternalScanBufferSize(externalScanBufferSize);
         return physOptConf;
     }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/PropertiesAccessor.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/PropertiesAccessor.java
index 3b6100c..80f9a17 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/PropertiesAccessor.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/PropertiesAccessor.java
@@ -25,6 +25,7 @@
 import java.io.IOException;
 import java.io.InputStream;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
@@ -35,10 +36,12 @@
 import java.util.TreeMap;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.function.Predicate;
+import java.util.stream.Collectors;
 
 import org.apache.asterix.common.cluster.ClusterPartition;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.utils.PrintUtil;
 import org.apache.commons.lang3.mutable.MutableInt;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.api.config.IApplicationConfig;
@@ -67,7 +70,7 @@
     /**
      * Constructor which wraps an IApplicationConfig.
      */
-    private PropertiesAccessor(IApplicationConfig cfg) throws AsterixException, IOException {
+    private PropertiesAccessor(IApplicationConfig cfg) throws AsterixException {
         this.cfg = cfg;
         nodePartitionsMap = new ConcurrentHashMap<>();
         clusterPartitions = Collections.synchronizedSortedMap(new TreeMap<>());
@@ -78,6 +81,7 @@
         for (String ncName : cfg.getNCNames()) {
             configureNc(configManager, ncName, uniquePartitionId);
         }
+        LOGGER.info("configured partitions: {} from config {}", () -> PrintUtil.toString(nodePartitionsMap), () -> cfg);
         for (String section : cfg.getSectionNames()) {
             if (section.startsWith(AsterixProperties.SECTION_PREFIX_EXTENSION)) {
                 String className = AsterixProperties.getSectionId(AsterixProperties.SECTION_PREFIX_EXTENSION, section);
@@ -192,11 +196,16 @@
         return clusterPartitions;
     }
 
+    public Set<Integer> getNodePartitions(String nodeId) {
+        ClusterPartition[] nodeClusterPartitions = nodePartitionsMap.get(nodeId);
+        return Arrays.stream(nodeClusterPartitions).map(ClusterPartition::getPartitionId).collect(Collectors.toSet());
+    }
+
     public List<AsterixExtension> getExtensions() {
         return extensions;
     }
 
-    public static PropertiesAccessor getInstance(IApplicationConfig cfg) throws IOException, AsterixException {
+    public static PropertiesAccessor getInstance(IApplicationConfig cfg) throws AsterixException {
         PropertiesAccessor accessor = instances.get(cfg);
         if (accessor == null) {
             accessor = new PropertiesAccessor(cfg);
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ReplicationProperties.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ReplicationProperties.java
index dd42936..ada3875 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ReplicationProperties.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/config/ReplicationProperties.java
@@ -48,7 +48,7 @@
                 "The size in bytes to replicate in each batch"),
         REPLICATION_TIMEOUT(
                 LONG,
-                TimeUnit.SECONDS.toSeconds(30),
+                TimeUnit.SECONDS.toSeconds(120),
                 "The time in seconds to timeout waiting for master or replica to ack"),
         REPLICATION_ENABLED(BOOLEAN, false, "Whether or not data replication is enabled"),
         REPLICATION_FACTOR(NONNEGATIVE_INTEGER, 2, "Number of replicas (backups) to maintain per master replica"),
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/BaseOperationTracker.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/BaseOperationTracker.java
index f8a81e4..5964bb4 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/BaseOperationTracker.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/BaseOperationTracker.java
@@ -25,9 +25,12 @@
 import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
 import org.apache.hyracks.storage.common.IModificationOperationCallback;
 import org.apache.hyracks.storage.common.ISearchOperationCallback;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 public class BaseOperationTracker implements ITransactionOperationTracker {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     protected final int datasetID;
     protected final DatasetInfo dsInfo;
 
@@ -67,13 +70,23 @@
          * from being evicted/dropped until the transaction completes
          */
         dsInfo.touch();
-        dsInfo.getIndexes().get(resourceId).touch();
+        IndexInfo indexInfo = dsInfo.getIndexes().get(resourceId);
+        if (indexInfo == null) {
+            LOGGER.error("could not find resource id {} in dataset {}; registered indexes {}", resourceId, dsInfo,
+                    dsInfo.getIndexes());
+            throw new IllegalStateException("could not find resource id " + resourceId + " in dataset " + dsInfo);
+        }
+        indexInfo.touch();
     }
 
     @Override
     public void afterTransaction(long resourceId) {
         dsInfo.untouch();
-        dsInfo.getIndexes().get(resourceId).untouch();
+        IndexInfo indexInfo = dsInfo.getIndexes().get(resourceId);
+        if (indexInfo != null) {
+            // only untouch if the touch in beforeTransaction succeeded
+            indexInfo.untouch();
+        }
     }
 
     public DatasetInfo getDatasetInfo() {
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetInfo.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetInfo.java
index 72dacc4..d15d9be 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetInfo.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetInfo.java
@@ -45,6 +45,7 @@
     private int numActiveIOOps;
     private int pendingFlushes;
     private int pendingMerges;
+    private int pendingReplications;
     private long lastAccess;
     private boolean isExternal;
     private boolean isRegistered;
@@ -82,6 +83,9 @@
             case MERGE:
                 pendingMerges++;
                 break;
+            case REPLICATE:
+                pendingReplications++;
+                break;
             default:
                 break;
         }
@@ -96,6 +100,9 @@
             case MERGE:
                 pendingMerges--;
                 break;
+            case REPLICATE:
+                pendingReplications--;
+                break;
             default:
                 break;
         }
@@ -188,12 +195,14 @@
     public synchronized void addIndex(long resourceID, IndexInfo indexInfo) {
         indexes.put(resourceID, indexInfo);
         partitionIndexes.computeIfAbsent(indexInfo.getPartition(), partition -> new HashSet<>()).add(indexInfo);
+        LOGGER.debug("registered reference to index {}", indexInfo);
     }
 
     public synchronized void removeIndex(long resourceID) {
         IndexInfo info = indexes.remove(resourceID);
         if (info != null) {
             partitionIndexes.get(info.getPartition()).remove(info);
+            LOGGER.debug("removed reference to index {}", info);
         }
     }
 
@@ -251,4 +260,8 @@
     public synchronized int getPendingMerges() {
         return pendingMerges;
     }
+
+    public synchronized int getPendingReplications() {
+        return pendingReplications;
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetLifecycleManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetLifecycleManager.java
index b2f4034..117b4fc 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetLifecycleManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetLifecycleManager.java
@@ -27,6 +27,7 @@
 import java.util.Map;
 import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.function.IntPredicate;
 import java.util.function.Predicate;
 
 import org.apache.asterix.common.api.IDatasetLifecycleManager;
@@ -170,9 +171,15 @@
         closeIndex(iInfo);
         dsInfo.removeIndex(resourceID);
         synchronized (dsInfo) {
-            if (dsInfo.getReferenceCount() == 0 && dsInfo.isOpen() && dsInfo.getIndexes().isEmpty()
-                    && !dsInfo.isExternal()) {
+            int referenceCount = dsInfo.getReferenceCount();
+            boolean open = dsInfo.isOpen();
+            boolean empty = dsInfo.getIndexes().isEmpty();
+            if (referenceCount == 0 && open && empty && !dsInfo.isExternal()) {
+                LOGGER.debug("removing dataset {} from cache", dsInfo.getDatasetID());
                 removeDatasetFromCache(dsInfo.getDatasetID());
+            } else {
+                LOGGER.debug("keeping dataset {} in cache, ref count {}, open {}, indexes count: {}",
+                        dsInfo.getDatasetID(), referenceCount, open, dsInfo.getIndexes().size());
             }
         }
     }
@@ -356,9 +363,14 @@
 
     @Override
     public synchronized void flushAllDatasets() throws HyracksDataException {
+        flushAllDatasets(partition -> true);
+    }
+
+    @Override
+    public synchronized void flushAllDatasets(IntPredicate partitions) throws HyracksDataException {
         for (DatasetResource dsr : datasets.values()) {
             if (dsr.getDatasetInfo().isOpen()) {
-                flushDatasetOpenIndexes(dsr, false);
+                flushDatasetOpenIndexes(dsr, partitions, false);
             }
         }
     }
@@ -367,7 +379,7 @@
     public synchronized void flushDataset(int datasetId, boolean asyncFlush) throws HyracksDataException {
         DatasetResource dsr = datasets.get(datasetId);
         if (dsr != null) {
-            flushDatasetOpenIndexes(dsr, asyncFlush);
+            flushDatasetOpenIndexes(dsr, p -> true, asyncFlush);
         }
     }
 
@@ -401,7 +413,8 @@
      * This method can only be called asynchronously safely if we're sure no modify operation
      * will take place until the flush is scheduled
      */
-    private void flushDatasetOpenIndexes(DatasetResource dsr, boolean asyncFlush) throws HyracksDataException {
+    private void flushDatasetOpenIndexes(DatasetResource dsr, IntPredicate partitions, boolean asyncFlush)
+            throws HyracksDataException {
         DatasetInfo dsInfo = dsr.getDatasetInfo();
         if (!dsInfo.isOpen()) {
             throw new IllegalStateException("flushDatasetOpenIndexes is called on a dataset that is closed");
@@ -413,10 +426,14 @@
         // ensure all in-flight flushes gets scheduled
         logManager.log(waitLog);
         for (PrimaryIndexOperationTracker primaryOpTracker : dsr.getOpTrackers()) {
+            if (!partitions.test(primaryOpTracker.getPartition())) {
+                continue;
+            }
             // flush each partition one by one
-            if (primaryOpTracker.getNumActiveOperations() > 0) {
-                throw new IllegalStateException(
-                        "flushDatasetOpenIndexes is called on a dataset with currently active operations");
+            int numActiveOperations = primaryOpTracker.getNumActiveOperations();
+            if (numActiveOperations > 0) {
+                throw new IllegalStateException("flushDatasetOpenIndexes is called on dataset " + dsInfo.getDatasetID()
+                        + " with currently " + "active operations, count=" + numActiveOperations);
             }
             primaryOpTracker.setFlushOnExit(true);
             primaryOpTracker.flushIfNeeded();
@@ -426,6 +443,9 @@
         if (!asyncFlush) {
             List<FlushOperation> flushes = new ArrayList<>();
             for (PrimaryIndexOperationTracker primaryOpTracker : dsr.getOpTrackers()) {
+                if (!partitions.test(primaryOpTracker.getPartition())) {
+                    continue;
+                }
                 flushes.addAll(primaryOpTracker.getScheduledFlushes());
             }
             LSMIndexUtil.waitFor(flushes);
@@ -436,7 +456,7 @@
         // First wait for any ongoing IO operations
         DatasetInfo dsInfo = dsr.getDatasetInfo();
         try {
-            flushDatasetOpenIndexes(dsr, false);
+            flushDatasetOpenIndexes(dsr, p -> true, false);
         } catch (Exception e) {
             throw HyracksDataException.create(e);
         }
@@ -473,16 +493,6 @@
     }
 
     @Override
-    public synchronized void closeUserDatasets() throws HyracksDataException {
-        ArrayList<DatasetResource> openDatasets = new ArrayList<>(datasets.values());
-        for (DatasetResource dsr : openDatasets) {
-            if (!dsr.isMetadataDataset()) {
-                closeDataset(dsr);
-            }
-        }
-    }
-
-    @Override
     public synchronized void stop(boolean dumpState, OutputStream outputStream) throws IOException {
         if (stopped) {
             return;
@@ -532,10 +542,11 @@
     }
 
     @Override
-    public void flushDataset(IReplicationStrategy replicationStrategy) throws HyracksDataException {
+    public void flushDataset(IReplicationStrategy replicationStrategy, IntPredicate partitions)
+            throws HyracksDataException {
         for (DatasetResource dsr : datasets.values()) {
             if (dsr.isOpen() && replicationStrategy.isMatch(dsr.getDatasetID())) {
-                flushDatasetOpenIndexes(dsr, false);
+                flushDatasetOpenIndexes(dsr, partitions, false);
             }
         }
     }
@@ -555,10 +566,57 @@
         for (DatasetResource dsr : datasets.values()) {
             stats.addPendingFlushes(dsr.getDatasetInfo().getPendingFlushes());
             stats.addPendingMerges(dsr.getDatasetInfo().getPendingMerges());
+            stats.addPendingReplications(dsr.getDatasetInfo().getPendingReplications());
         }
         return stats;
     }
 
+    //TODO refactor this method with unregister method
+    @Override
+    public synchronized void closeIfOpen(String resourcePath) throws HyracksDataException {
+        validateDatasetLifecycleManagerState();
+        int did = getDIDfromResourcePath(resourcePath);
+        long resourceID = getResourceIDfromResourcePath(resourcePath);
+
+        DatasetResource dsr = datasets.get(did);
+        IndexInfo iInfo = dsr == null ? null : dsr.getIndexInfo(resourceID);
+
+        if (dsr == null || iInfo == null) {
+            return;
+        }
+
+        PrimaryIndexOperationTracker opTracker = dsr.getOpTracker(iInfo.getPartition());
+        if (iInfo.getReferenceCount() != 0 || (opTracker != null && opTracker.getNumActiveOperations() != 0)) {
+            if (LOGGER.isErrorEnabled()) {
+                final String logMsg = String.format(
+                        "Failed to drop in-use index %s. Ref count (%d), Operation tracker active ops (%d)",
+                        resourcePath, iInfo.getReferenceCount(), opTracker.getNumActiveOperations());
+                LOGGER.error(logMsg);
+            }
+            throw HyracksDataException.create(ErrorCode.CANNOT_DROP_IN_USE_INDEX,
+                    StoragePathUtil.getIndexNameFromPath(resourcePath));
+        }
+
+        // TODO: use fine-grained counters, one for each index instead of a single counter per dataset.
+        DatasetInfo dsInfo = dsr.getDatasetInfo();
+        dsInfo.waitForIO();
+        closeIndex(iInfo);
+        dsInfo.removeIndex(resourceID);
+        synchronized (dsInfo) {
+            if (dsInfo.getReferenceCount() == 0 && dsInfo.isOpen() && dsInfo.getIndexes().isEmpty()
+                    && !dsInfo.isExternal()) {
+                removeDatasetFromCache(dsInfo.getDatasetID());
+            }
+        }
+    }
+
+    @Override
+    public synchronized void closePartition(int partitionId) {
+        for (DatasetResource ds : datasets.values()) {
+            ds.removePartition(partitionId);
+        }
+    }
+
     private void closeIndex(IndexInfo indexInfo) throws HyracksDataException {
         if (indexInfo.isOpen()) {
             ILSMOperationTracker opTracker = indexInfo.getIndex().getOperationTracker();
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetResource.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetResource.java
index 54e1976..db9eabb 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetResource.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/DatasetResource.java
@@ -182,4 +182,10 @@
     public boolean isMetadataDataset() {
         return MetadataIndexImmutableProperties.isMetadataDataset(getDatasetID());
     }
+
+    public void removePartition(int partitionId) {
+        datasetPrimaryOpTrackers.remove(partitionId);
+        datasetComponentIdGenerators.remove(partitionId);
+        datasetRateLimiters.remove(partitionId);
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/IndexInfo.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/IndexInfo.java
index b094b6f..8b631c2 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/IndexInfo.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/IndexInfo.java
@@ -55,4 +55,10 @@
     public LocalResource getLocalResource() {
         return localResource;
     }
+
+    @Override
+    public String toString() {
+        return "IndexInfo{" + "index=" + index + ", datasetId=" + datasetId + ", resourceId=" + resourceId
+                + ", partition=" + partition + ", localResource=" + localResource + '}';
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/PrimaryIndexOperationTracker.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/PrimaryIndexOperationTracker.java
index 806a6d4..b0d8e02 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/PrimaryIndexOperationTracker.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/context/PrimaryIndexOperationTracker.java
@@ -51,6 +51,7 @@
 import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentId;
 import org.apache.hyracks.storage.common.IModificationOperationCallback;
 import org.apache.hyracks.storage.common.ISearchOperationCallback;
+import org.apache.hyracks.util.ExitUtil;
 import org.apache.hyracks.util.annotations.NotThreadSafe;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
@@ -132,10 +133,15 @@
                     throw new IllegalStateException(
                             "Can't request a flush on an index with active operations: " + numActiveOperations.get());
                 }
+                if (indexes.isEmpty()) {
+                    LOGGER.debug("no open indexes on dataset {} and partition {}... skipping flush",
+                            dsInfo.getDatasetID(), partition);
+                    return;
+                }
                 for (ILSMIndex lsmIndex : indexes) {
                     if (lsmIndex.isPrimaryIndex()) {
                         if (lsmIndex.isCurrentMutableComponentEmpty()) {
-                            LOGGER.info("Primary index on dataset {} and partition {} is empty... skipping flush",
+                            LOGGER.debug("Primary index on dataset {} and partition {} is empty... skipping flush",
                                     dsInfo.getDatasetID(), partition);
                             return;
                         }
@@ -145,8 +151,10 @@
                 }
             }
             if (primaryLsmIndex == null) {
-                throw new IllegalStateException(
-                        "Primary index not found in dataset " + dsInfo.getDatasetID() + " and partition " + partition);
+                LOGGER.fatal(
+                        "Primary index not found in dataset {} and partition {} open indexes {}; halting to clear memory state",
+                        dsInfo.getDatasetID(), partition, indexes);
+                ExitUtil.halt(ExitUtil.EC_INCONSISTENT_STORAGE_REFERENCES);
             }
             for (ILSMIndex lsmIndex : indexes) {
                 ILSMOperationTracker opTracker = lsmIndex.getOperationTracker();
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/DatasetLocalResource.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/DatasetLocalResource.java
index 7f448e3..249505b 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/DatasetLocalResource.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/DatasetLocalResource.java
@@ -41,7 +41,7 @@
     /**
      * The resource partition
      */
-    private final int partition;
+    private int partition;
     private final IResource resource;
 
     public DatasetLocalResource(int datasetId, int partition, IResource resource) {
@@ -68,6 +68,10 @@
         resource.setPath(path);
     }
 
+    public void setPartition(int partition) {
+        this.partition = partition;
+    }
+
     @Override
     public IIndex createInstance(INCServiceContext ncServiceCtx) throws HyracksDataException {
         return resource.createInstance(ncServiceCtx);
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/ICcApplicationContext.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/ICcApplicationContext.java
index ad90814..c22ac4c 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/ICcApplicationContext.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/dataflow/ICcApplicationContext.java
@@ -18,6 +18,8 @@
  */
 package org.apache.asterix.common.dataflow;
 
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
 import org.apache.asterix.common.api.IApplicationContext;
 import org.apache.asterix.common.api.ICoordinationService;
 import org.apache.asterix.common.api.IMetadataLockManager;
@@ -149,4 +151,11 @@
      * @return the adapter factory service
      */
     IAdapterFactoryService getAdapterFactoryService();
+
+    /**
+     * Gets the cluster query compilation lock
+     *
+     * @return the cluster query compilation lock
+     */
+    ReentrantReadWriteLock getCompilationLock();
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/exceptions/ErrorCode.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/exceptions/ErrorCode.java
index e80dbfb..fc234ef 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/exceptions/ErrorCode.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/exceptions/ErrorCode.java
@@ -80,11 +80,19 @@
     INVALID_PARAM(50),
     INCOMPARABLE_TYPES(51),
     ILLEGAL_STATE(52),
+    UNSUPPORTED_PARQUET_TYPE(53),
+    PARQUET_SUPPORTED_TYPE_WITH_OPTION(54),
+    PARQUET_DECIMAL_TO_DOUBLE_PRECISION_LOSS(55),
+    PARQUET_TIME_ZONE_ID_IS_NOT_SET(56),
+    PARQUET_CONTAINS_OVERFLOWED_BIGINT(57),
+    UNEXPECTED_ERROR_ENCOUNTERED(58),
+    INVALID_PARQUET_FILE(59),
 
     UNSUPPORTED_JRE(100),
 
     EXTERNAL_UDF_RESULT_TYPE_ERROR(200),
     EXTERNAL_UDF_EXCEPTION(201),
+    EXTERNAL_UDF_PROTO_RETURN_EXCEPTION(202),
 
     // Compilation errors
     PARSE_ERROR(1001),
@@ -105,10 +113,10 @@
     COMPILATION_INDEX_TYPE_NOT_SUPPORTED_FOR_DATASET_TYPE(1016),
     COMPILATION_FILTER_CANNOT_BE_NULLABLE(1017),
     COMPILATION_ILLEGAL_FILTER_TYPE(1018),
-    COMPILATION_CANNOT_AUTOGENERATE_COMPOSITE_PRIMARY_KEY(1019),
+    COMPILATION_CANNOT_AUTOGENERATE_COMPOSITE_KEY(1019),
     COMPILATION_ILLEGAL_AUTOGENERATED_TYPE(1020),
-    COMPILATION_PRIMARY_KEY_CANNOT_BE_NULLABLE(1021),
-    COMPILATION_ILLEGAL_PRIMARY_KEY_TYPE(1022),
+    COMPILATION_KEY_CANNOT_BE_NULLABLE(1021),
+    COMPILATION_ILLEGAL_KEY_TYPE(1022),
     COMPILATION_CANT_DROP_ACTIVE_DATASET(1023),
     COMPILATION_FUNC_EXPRESSION_CANNOT_UTILIZE_INDEX(1026),
     COMPILATION_DATASET_TYPE_DOES_NOT_HAVE_PRIMARY_INDEX(1027),
@@ -233,9 +241,30 @@
     UNKNOWN_FEED_POLICY(1146),
     CANNOT_DROP_DATAVERSE_DEPENDENT_EXISTS(1147),
     CANNOT_DROP_OBJECT_DEPENDENT_EXISTS(1148),
-    ILLEGAL_FUNCTION_RECURSION(1149),
+    ILLEGAL_FUNCTION_OR_VIEW_RECURSION(1149),
     ILLEGAL_FUNCTION_USE(1150),
     NO_AUTH_PROVIDED_ENDPOINT_REQUIRED_FOR_ANONYMOUS_ACCESS(1151),
+    FULL_TEXT_CONFIG_NOT_FOUND(1152),
+    FULL_TEXT_FILTER_NOT_FOUND(1153),
+    FULL_TEXT_DEFAULT_CONFIG_CANNOT_BE_DELETED_OR_CREATED(1154),
+    COMPILATION_INCOMPATIBLE_INDEX_TYPE(1155),
+    FULL_TEXT_CONFIG_ALREADY_EXISTS(1156),
+    FULL_TEXT_FILTER_ALREADY_EXISTS(1157),
+    COMPILATION_BAD_VIEW_DEFINITION(1158),
+    UNKNOWN_VIEW(1159),
+    VIEW_EXISTS(1160),
+    UNSUPPORTED_TYPE_FOR_PARQUET(1161),
+    INVALID_PRIMARY_KEY_DEFINITION(1162),
+    UNSUPPORTED_AUTH_METHOD(1163),
+    INVALID_FOREIGN_KEY_DEFINITION(1164),
+    INVALID_FOREIGN_KEY_DEFINITION_REF_PK_NOT_FOUND(1165),
+    INVALID_FOREIGN_KEY_DEFINITION_REF_PK_MISMATCH(1166),
+    CANNOT_CHANGE_PRIMARY_KEY(1167),
+    AMBIGUOUS_PROJECTION(1168),
+    COMPILATION_SUBQUERY_COERCION_ERROR(1169),
+    S3_REGION_NOT_SUPPORTED(1170),
+    COMPILATION_SET_OPERATION_ERROR(1171),
+    INVALID_TIMEZONE(1172),
 
     // Feed errors
     DATAFLOW_ILLEGAL_STATE(3001),
@@ -351,6 +380,8 @@
     ACTIVE_ENTITY_NOT_RUNNING(3118),
     REQUIRED_PARAM_IF_PARAM_IS_PRESENT(3119),
     PARSER_DATA_PARSER_UNEXPECTED_TOKEN(3120),
+    REQUIRED_PARAM_OR_PARAM_IF_PARAM_IS_PRESENT(3121),
+    PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT(3122),
 
     // Lifecycle management errors
     DUPLICATE_PARTITION_ID(4000),
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/ioopcallbacks/LSMIOOperationCallback.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/ioopcallbacks/LSMIOOperationCallback.java
index ce6d253..1189b51 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/ioopcallbacks/LSMIOOperationCallback.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/ioopcallbacks/LSMIOOperationCallback.java
@@ -294,6 +294,12 @@
         // no op
     }
 
+    @Override
+    public long getLastValidSequence() throws HyracksDataException {
+        ResourceReference resourceReference = ResourceReference.ofIndex(lsmIndex.getIndexIdentifier());
+        return indexCheckpointManagerProvider.get(resourceReference).getValidComponentSequence();
+    }
+
     private boolean isMerge(ILSMIOOperation operation) {
         return operation.getIOOpertionType() == LSMIOOperationType.MERGE
                 && operation.getAccessor().getOpContext().getOperation() != IndexOperation.DELETE_COMPONENTS;
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/metadata/IMetadataLockUtil.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/metadata/IMetadataLockUtil.java
index a0081cb..28eb553 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/metadata/IMetadataLockUtil.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/metadata/IMetadataLockUtil.java
@@ -23,6 +23,8 @@
 import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 
+import com.google.common.collect.ImmutableList;
+
 public interface IMetadataLockUtil {
 
     // Dataverse helpers
@@ -59,7 +61,7 @@
     // Index helpers
 
     void createIndexBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
-            String datasetName) throws AlgebricksException;
+            String datasetName, String fullTextConfigName) throws AlgebricksException;
 
     void dropIndexBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
             String datasetName) throws AlgebricksException;
@@ -72,7 +74,7 @@
     void dropTypeBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName, String typeName)
             throws AlgebricksException;
 
-    // Function helpers
+    // Library helpers
 
     void createLibraryBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
             String libraryName) throws AlgebricksException;
@@ -88,6 +90,22 @@
     void dropFunctionBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
             String functionName) throws AlgebricksException;
 
+    // Full-text filter helpers
+
+    void createFullTextFilterBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
+            String fullTextFilterName) throws AlgebricksException;
+
+    void dropFullTextFilterBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
+            String fullTextFilterName) throws AlgebricksException;
+
+    // Full-text config helpers
+
+    void createFullTextConfigBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
+            String fullTextConfigName, ImmutableList<String> fullTextFilterNames) throws AlgebricksException;
+
+    void dropFullTextConfigBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
+            String fullTextFilterName) throws AlgebricksException;
+
     // Adapter helpers
 
     void createAdapterBegin(IMetadataLockManager lockManager, LockList locks, DataverseName dataverseName,
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IPartitionReplica.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IPartitionReplica.java
index 761b2c6..f311655 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IPartitionReplica.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IPartitionReplica.java
@@ -51,4 +51,18 @@
      * @param failure
      */
     void notifyFailure(Exception failure);
+
+    /**
+     * Gets the current sync progress
+     *
+     * @return the current sync progress
+     */
+    double getSyncProgress();
+
+    /**
+     * Gets the last progress time of this replica based on System.nanoTime
+     *
+     * @return the last progress time
+     */
+    long getLastProgressTime();
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IReplicationStrategyFactory.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IReplicationStrategyFactory.java
new file mode 100644
index 0000000..384cd65
--- /dev/null
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/IReplicationStrategyFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.common.replication;
+
+public interface IReplicationStrategyFactory {
+
+    /**
+     * Creates a replication strategy based on the provided {@code name}
+     *
+     * @param name
+     * @return the replication strategy
+     */
+    IReplicationStrategy create(String name);
+}
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/ReplicationStrategyFactory.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/ReplicationStrategyFactory.java
index 9c129d8..935b08f 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/ReplicationStrategyFactory.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/replication/ReplicationStrategyFactory.java
@@ -21,7 +21,7 @@
 import java.util.HashMap;
 import java.util.Map;
 
-public class ReplicationStrategyFactory {
+public class ReplicationStrategyFactory implements IReplicationStrategyFactory {
 
     private static final Map<String, Class<? extends IReplicationStrategy>> BUILT_IN_REPLICATION_STRATEGY =
             new HashMap<>();
@@ -32,11 +32,8 @@
         BUILT_IN_REPLICATION_STRATEGY.put("metadata", MetadataOnlyReplicationStrategy.class);
     }
 
-    private ReplicationStrategyFactory() {
-        throw new AssertionError();
-    }
-
-    public static IReplicationStrategy create(String name) {
+    @Override
+    public IReplicationStrategy create(String name) {
         String strategyName = name.toLowerCase();
         if (!BUILT_IN_REPLICATION_STRATEGY.containsKey(strategyName)) {
             throw new IllegalStateException("Couldn't find strategy with name: " + name);
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IIndexCheckpointManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IIndexCheckpointManager.java
index 801ca0b..beb8e07 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IIndexCheckpointManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IIndexCheckpointManager.java
@@ -28,9 +28,23 @@
      * @param validComponentSequence
      * @param lsn
      * @param validComponentId
+     * @param masterNodeId
      * @throws HyracksDataException
      */
-    void init(long validComponentSequence, long lsn, long validComponentId) throws HyracksDataException;
+    void init(long validComponentSequence, long lsn, long validComponentId, String masterNodeId)
+            throws HyracksDataException;
+
+    /**
+     * Called when a new LSM disk component is flushed due to a replicated component.
+     * When called, the index checkpoint is updated with the latest valid {@code componentSequence}
+     * and low watermark {@code lsn}
+     *
+     * @param componentSequence
+     * @param lsn
+     * @param masterNodeId
+     * @throws HyracksDataException
+     */
+    void flushed(long componentSequence, long lsn, long componentId, String masterNodeId) throws HyracksDataException;
 
     /**
      * Called when a new LSM disk component is flushed. When called, the index checkpoint is updated
@@ -50,9 +64,11 @@
      * @param componentSequence
      * @param masterLsn
      * @param componentId
+     * @param masterNodeId
      * @throws HyracksDataException
      */
-    void replicated(long componentSequence, long masterLsn, long componentId) throws HyracksDataException;
+    void replicated(long componentSequence, long masterLsn, long componentId, String masterNodeId)
+            throws HyracksDataException;
 
     /**
      * Called when a flush log is received and replicated from master. The mapping between
@@ -109,12 +125,13 @@
     IndexCheckpoint getLatest() throws HyracksDataException;
 
     /**
-     * Advance the last valid component sequence. Used for replicated bulkloaded components
+     * Advance the last valid component. Used for replicated bulkloaded components
      *
      * @param componentSequence
+     * @param componentId
      * @throws HyracksDataException
      */
-    void advanceValidComponentSequence(long componentSequence) throws HyracksDataException;
+    void advanceValidComponent(long componentSequence, long componentId) throws HyracksDataException;
 
     /**
      * Set the last component id. Used during recovery or after component delete
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IReplicaManager.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IReplicaManager.java
index 1b8ec53..14fc9d8 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IReplicaManager.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IReplicaManager.java
@@ -57,6 +57,13 @@
     Set<Integer> getPartitions();
 
     /**
+     * Sets the node active partitions
+     *
+     * @param activePartitions
+     */
+    void setActivePartitions(Set<Integer> activePartitions);
+
+    /**
      * Promotes a partition by making this node its master replica
      *
      * @param partition
@@ -73,10 +80,34 @@
     void release(int partition) throws HyracksDataException;
 
     /**
-     * A lock that can be used to ensure a single replica is being synchronized at a time
+     * A lock that can be used to ensure a single partition replica is being synchronized at a time
      * by this {@link IReplicaManager}
      *
+     * @param partition partition
+     *
      * @return the synchronization lock
      */
-    Object getReplicaSyncLock();
+    Object getPartitionSyncLock(int partition);
+
+    /**
+     * Gets the partition replicas matching {@code id}
+     * @param id
+     * @return The partition replica if found. Otherwise, null.
+     */
+    IPartitionReplica getReplica(ReplicaIdentifier id);
+
+    /**
+     * Gets the list of replicas
+     *
+     * @return the list of replicas
+     */
+    List<IPartitionReplica> getReplicas();
+
+    /**
+     * Returns true if {@code partition} is originated by this node, otherwise false.
+     *
+     * @param partition
+     * @return true if the partition is originated by this node, otherwise false.
+     */
+    boolean isPartitionOrigin(int partition);
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IndexCheckpoint.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IndexCheckpoint.java
index 878c94e..a2cf531 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IndexCheckpoint.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/IndexCheckpoint.java
@@ -38,14 +38,17 @@
     private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
     private static final long INITIAL_CHECKPOINT_ID = 0;
     // TODO(mblow): remove this marker & related logic once we no longer are able to read indexes prior to the fix
-    private static final long HAS_NULL_MISSING_VALUES_FIX = -2;
+    private static final long HAS_NULL_MISSING_VALUES_FIX = -3;
     private long id;
     private long validComponentSequence;
     private long lowWatermark;
     private long lastComponentId;
     private Map<Long, Long> masterNodeFlushMap;
+    private String masterNodeId;
+    private long masterValidSeq;
 
-    public static IndexCheckpoint first(long lastComponentSequence, long lowWatermark, long validComponentId) {
+    public static IndexCheckpoint first(long lastComponentSequence, long lowWatermark, long validComponentId,
+            String masterNodeId) {
         IndexCheckpoint firstCheckpoint = new IndexCheckpoint();
         firstCheckpoint.id = INITIAL_CHECKPOINT_ID;
         firstCheckpoint.lowWatermark = lowWatermark;
@@ -53,11 +56,13 @@
         firstCheckpoint.lastComponentId = validComponentId;
         firstCheckpoint.masterNodeFlushMap = new HashMap<>();
         firstCheckpoint.masterNodeFlushMap.put(HAS_NULL_MISSING_VALUES_FIX, HAS_NULL_MISSING_VALUES_FIX);
+        firstCheckpoint.masterNodeId = masterNodeId;
+        firstCheckpoint.masterValidSeq = lastComponentSequence;
         return firstCheckpoint;
     }
 
     public static IndexCheckpoint next(IndexCheckpoint latest, long lowWatermark, long validComponentSequence,
-            long lastComponentId) {
+            long lastComponentId, String masterNodeId) {
         if (lowWatermark < latest.getLowWatermark()) {
             if (LOGGER.isErrorEnabled()) {
                 LOGGER.error("low watermark {} less than the latest checkpoint low watermark {}", lowWatermark, latest);
@@ -70,8 +75,15 @@
         next.lastComponentId = lastComponentId;
         next.validComponentSequence = validComponentSequence;
         next.masterNodeFlushMap = latest.getMasterNodeFlushMap();
+        if (masterNodeId != null) {
+            next.masterNodeId = masterNodeId;
+            next.masterValidSeq = validComponentSequence;
+        } else {
+            next.masterNodeId = latest.getMasterNodeId();
+            next.masterValidSeq = latest.getMasterValidSeq();
+        }
         // remove any lsn from the map that wont be used anymore
-        next.masterNodeFlushMap.values().removeIf(lsn -> lsn <= lowWatermark && lsn != HAS_NULL_MISSING_VALUES_FIX);
+        next.masterNodeFlushMap.values().removeIf(lsn -> lsn < lowWatermark && lsn != HAS_NULL_MISSING_VALUES_FIX);
         return next;
     }
 
@@ -111,6 +123,14 @@
         }
     }
 
+    public String getMasterNodeId() {
+        return masterNodeId;
+    }
+
+    public long getMasterValidSeq() {
+        return masterValidSeq;
+    }
+
     public static IndexCheckpoint fromJson(String json) throws HyracksDataException {
         try {
             return OBJECT_MAPPER.readValue(json, IndexCheckpoint.class);
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ReplicaIdentifier.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ReplicaIdentifier.java
index c4bb74c..1d02fee 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ReplicaIdentifier.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ReplicaIdentifier.java
@@ -26,16 +26,18 @@
 
     private final int partition;
     private final String id;
+    private final String nodeId;
     private volatile InetSocketAddress location;
 
-    private ReplicaIdentifier(int partition, InetSocketAddress location) {
+    private ReplicaIdentifier(int partition, String nodeId, InetSocketAddress location) {
         this.partition = partition;
+        this.nodeId = nodeId;
         this.location = location;
         id = partition + "@" + location.getHostString() + ":" + location.getPort();
     }
 
-    public static ReplicaIdentifier of(int partition, InetSocketAddress location) {
-        return new ReplicaIdentifier(partition, location);
+    public static ReplicaIdentifier of(int partition, String nodeId, InetSocketAddress location) {
+        return new ReplicaIdentifier(partition, nodeId, location);
     }
 
     public int getPartition() {
@@ -52,6 +54,10 @@
         return location;
     }
 
+    public String getNodeId() {
+        return nodeId;
+    }
+
     @Override
     public boolean equals(Object o) {
         if (this == o) {
@@ -69,6 +75,10 @@
         return id.hashCode();
     }
 
+    public String getId() {
+        return id;
+    }
+
     @Override
     public String toString() {
         return id;
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ResourceReference.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ResourceReference.java
index ebf212b..7065767 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ResourceReference.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/ResourceReference.java
@@ -147,6 +147,10 @@
         return ResourceReference.ofIndex(relativePath.getParent().resolve(dataset).toFile().getPath());
     }
 
+    public boolean isMetadataResource() {
+        return getName().equals(StorageConstants.METADATA_FILE_NAME);
+    }
+
     public Path getFileRelativePath() {
         return relativePath.resolve(name);
     }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/StorageIOStats.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/StorageIOStats.java
index 0b44f76..da4578f 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/StorageIOStats.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/storage/StorageIOStats.java
@@ -22,6 +22,7 @@
 
     private int pendingFlushes;
     private int pendingMerges;
+    private int pendingReplications;
 
     public void addPendingFlushes(int pending) {
         pendingFlushes += pending;
@@ -31,6 +32,10 @@
         pendingMerges += pending;
     }
 
+    public void addPendingReplications(int pending) {
+        pendingReplications += pending;
+    }
+
     public int getPendingFlushes() {
         return pendingFlushes;
     }
@@ -38,4 +43,8 @@
     public int getPendingMerges() {
         return pendingMerges;
     }
+
+    public int getPendingReplications() {
+        return pendingReplications;
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/NcLocalCounters.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/NcLocalCounters.java
index 5cf6724..8956b93 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/NcLocalCounters.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/NcLocalCounters.java
@@ -59,4 +59,10 @@
     public long getMaxJobId() {
         return maxJobId;
     }
+
+    @Override
+    public String toString() {
+        return "NcLocalCounters{" + "maxResourceId=" + maxResourceId + ", maxTxnId=" + maxTxnId + ", maxJobId="
+                + maxJobId + '}';
+    }
 }
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StorageConstants.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StorageConstants.java
index 6a080bd..2d231d3 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StorageConstants.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StorageConstants.java
@@ -37,6 +37,7 @@
      * begin with ".". Otherwise {@link AbstractLSMIndexFileManager} will try to
      * use them as index files.
      */
+    public static final String INDEX_NON_DATA_FILES_PREFIX = ".";
     public static final String INDEX_CHECKPOINT_FILE_PREFIX = ".idx_checkpoint_";
     public static final String METADATA_FILE_NAME = ".metadata";
     public static final String MASK_FILE_PREFIX = ".mask_";
diff --git a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StoragePathUtil.java b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StoragePathUtil.java
index 32a226e..f84472e 100644
--- a/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StoragePathUtil.java
+++ b/asterixdb/asterix-common/src/main/java/org/apache/asterix/common/utils/StoragePathUtil.java
@@ -90,9 +90,11 @@
     }
 
     public static int getPartitionNumFromRelativePath(String relativePath) {
-        int startIdx = relativePath.indexOf(StorageConstants.PARTITION_DIR_PREFIX)
+        int startIdx = relativePath.lastIndexOf(StorageConstants.PARTITION_DIR_PREFIX)
                 + StorageConstants.PARTITION_DIR_PREFIX.length();
-        String partition = relativePath.substring(startIdx, relativePath.indexOf(File.separatorChar, startIdx));
+        int partitionEndIdx = relativePath.indexOf(File.separatorChar, startIdx);
+        int idxEnd = partitionEndIdx != -1 ? partitionEndIdx : relativePath.length();
+        String partition = relativePath.substring(startIdx, idxEnd);
         return Integer.parseInt(partition);
     }
 
diff --git a/asterixdb/asterix-common/src/main/resources/asx_errormsg/en.properties b/asterixdb/asterix-common/src/main/resources/asx_errormsg/en.properties
index cd4a289..b98dc43 100644
--- a/asterixdb/asterix-common/src/main/resources/asx_errormsg/en.properties
+++ b/asterixdb/asterix-common/src/main/resources/asx_errormsg/en.properties
@@ -37,7 +37,7 @@
 3,1003 = Type incompatibility: function %1$s gets incompatible input values: %2$s and %3$s
 4,1004 = Unsupported type: %1$s cannot process input type %2$s
 5,1005 = Invalid item type: function %1$s cannot process item type %2$s in an input array (or multiset)
-13,1006 = Duplicate field name \"%1$s\"
+13,1006 = Duplicate field name '%1$s'
 1009 = A returning expression cannot contain dataset access
 37,1091 = Type mismatch: expected value of type %1$s, but got the value of type %2$s
 51 = Incomparable input types: %1$s and %2$s
@@ -64,7 +64,7 @@
 25 = Polygon must have at least 3 points
 26 = %1$s can not be an instance of polygon
 27 = Operation not supported
-28 = Invalid duration \"%1$s\"
+28 = Invalid duration '%1$s'
 29 = Unknown duration unit %1$s
 30 = Request timed out and will be cancelled
 31 = Invalid type-casting math function: %1$s for converting %2$s to %3$s
@@ -76,22 +76,30 @@
 39 = Expected integer value, got %1$s
 40 = No statement provided
 41 = Request %1$s has been cancelled
-42 = %1$s: \"%2$s\" is not a TPC-DS table name
+42 = %1$s: '%2$s' is not a TPC-DS table name
 43 = Value out of range, function %1$s expects its %2$s input parameter value to be between %3$s and %4$s, received %5$s
 44 = %1$s statement is not supported in read-only mode
 45 = Invalid value: function %1$s expects its %2$s input parameter to be an integer value, got %3$s
-46 = Invalid pattern \"%1$s\" for LIKE
-47 = Invalid value for parameter \"%1$s\": %2$s
+46 = Invalid pattern '%1$s' for LIKE
+47 = Invalid value for parameter '%1$s': %2$s
 48 = Unable to process JSON content in request
 49 = Parameter(s) %1$s must be specified
-50 = Invalid parameter \"%1$s\"
+50 = Invalid parameter '%1$s'
 #51 is used
 52 = Illegal state. %1$s
+53 = Unsupported Parquet type '%1$s'
+54 = Parquet type '%1$s' is not supported by default. To enable type conversion, recreate the external dataset with the option '%2$s' enabled
+55 = Parquet decimal precision loss: precision '%1$s' is greater than the maximum supported precision '%2$s'
+56 = Parquet file(s) contain values of the temporal type '%1$s' that are adjusted to UTC. Recreate the external dataset and set the option '%2$s' to get the local-adjusted '%1$s' value
+57 = Parquet file(s) contain unsigned integer that is larger than the '%1$s' range
+58 = Error encountered: %1$s
+59 = Invalid Parquet file: %1$s. Reason: %2$s
 
 100 = Unsupported JRE: %1$s
 
 200 = External UDF cannot produce expected result. Please check the UDF configuration
 201 = External UDF returned exception. Returned exception was: %1$s
+202 = External UDF protocol encountered an unexpected return result.
 
 # Compile-time check errors
 1001 = Syntax error: %1$s
@@ -101,15 +109,15 @@
 1011 = Unknown dataset type %1$s
 1012 = Unknown index type %1$s
 1013 = Cannot use %1$s fields as a key for the %2$s index. The index can only support keys of size %3$s
-1014 = Field \"%1$s\" is not found
-1015 = Index of type %1$s is not supported for dataset \"%2$s\" since it has composite primary keys
+1014 = Field '%1$s' is not found
+1015 = Index of type %1$s is not supported for dataset '%2$s' since it has composite primary keys
 1016 = Index of type %1$s is not supported for dataset of type %2$s
-1017 = The filter field \"%1$s\" cannot be an optional field
+1017 = The filter field '%1$s' cannot be an optional field
 1018 = Field of type %1$s cannot be used as a filter field
-1019 = Cannot autogenerate a composite primary key
-1020 = Cannot autogenerate a primary key for primary key of type %1$s. Autogenerated primary keys must be of type %2$s
-1021 = The primary key field \"%1$s\" cannot be nullable
-1022 = Field of type %1$s cannot be used as a primary key field
+1019 = Cannot autogenerate a composite %1$s key
+1020 = Cannot autogenerate a %1$s key for %1$s key of type %2$s. Autogenerated %1$s keys must be of type %3$s
+1021 = The %1$s key field '%2$s' cannot be nullable
+1022 = Field of type %1$s cannot be used as a %2$s key field
 1023 = Cannot drop dataset %1$s since it is connected to active entity: %2$s
 #1024 is no longer used
 #1025 is no longer used
@@ -128,7 +136,7 @@
 1038 = Illegal state. %1$s
 1039 = Two-phase locking violation -- locks can not be acquired after unlocking
 1040 = Dataset id space is exhausted
-1041 = Cannot create enforced index on \"%1$s\" field with non-optional type
+1041 = Cannot create enforced index on '%1$s' field with non-optional type
 1042 = Cannot create non-enforced typed index of this kind: %1$s
 1043 = Cannot use %1$s fields as key for the R-tree index. There can be only one field as a key for the R-tree index.
 1044 = Communication-related exception occurred during the execution of a remote method call
@@ -138,8 +146,8 @@
 1048 = Metadata lock cannot be downgraded! because it was not acquired before
 1049 = Metadata lock cannot be acquired for %1$s since it is already acquired for %2$s
 1050 = Cannot find dataset with name %1$s in dataverse %2$s
-1051 = Cannot create enforced index on \"%1$s\" field. The field is closed type.
-1052 = Cannot create index with the same field \"%1$s\" specified more than once.
+1051 = Cannot create enforced index on '%1$s' field. The field is closed type.
+1052 = Cannot create index with the same field '%1$s' specified more than once.
 1053 = Cannot create primary index on external dataset.
 1054 = Compilation failed due to some problem in the query plan.
 1055 = Incompatible implementation language %1$s for function %2$s. Expected language %3$s.
@@ -147,8 +155,8 @@
 1057 = Expression of type %1$s is not supported in constant record
 1058 = Literal of type %1$s is not supported in constant record
 1059 = Field(s) %1$s unsupported in the with clause
-1060 = Field \"%1$s\" in the with clause must be of type %2$s, but found %3$s
-1061 = Field \"%1$s\" in the with clause cannot be null or missing
+1060 = Field '%1$s' in the with clause must be of type %2$s, but found %3$s
+1061 = Field '%1$s' in the with clause cannot be null or missing
 1062 = Configuration parameter cannot be of type %1$s
 1063 = Cannot find dataverse with name %1$s
 1064 = An error was occurred while converting type %1$s to type %2$s.
@@ -156,7 +164,7 @@
 1066 = Cannot serialize a value.
 1067 = Cannot find a non-missing SELECT operator in GROUP operator for a left-outer-join plan optimization.
 1068 = Cannot get the conditional split variable for the given UNNESTMAP operator.
-1069 = Cannot drop index \"%1$s\". Drop dataset \"%1$s\" to remove this index
+1069 = Cannot drop index '%1$s'. Drop dataset '%1$s' to remove this index
 1070 = Metadata error. %1$s
 1071 = A dataverse with this name %1$s already exists.
 1072 = A dataset with name %1$s already exists in dataverse %2$s
@@ -183,7 +191,7 @@
 1094 = Cannot parse range map: %1$s
 1095 = Expected function call
 1096 = Unknown compression scheme %1$s. Supported schemes are %2$s
-1097 = Subfield(s) %1$s in \"%2$s\" unsupported in the with clause
+1097 = Subfield(s) %1$s in '%2$s' unsupported in the with clause
 1098 = Invalid window frame definition
 1099 = Unexpected window frame definition
 1100 = Unexpected window expression
@@ -196,12 +204,12 @@
 1107 = Unexpected hint: %1$s. %2$s expected at this location
 1108 = External source error. %1$s
 1109 = External source container %1$s not found
-1110 = The parameters \"%1$s\" and \"%2$s\" cannot be provided at the same time
-1111 = Property \"%1$s\" expects value(s) of type %2$s
-1112 = Invalid format for property \"%1$s\"
+1110 = The parameters '%1$s' and '%2$s' cannot be provided at the same time
+1111 = Property '%1$s' expects value(s) of type %2$s
+1112 = Invalid format for property '%1$s'
 1113 = Invalid pattern %1$s
 1114 = The provided external dataset configuration returned no files from the external source
-1115 = Invalid name for a database object: \"%1$s\"
+1115 = Invalid name for a database object: '%1$s'
 1116 = Cannot find synonym with name %1$s
 1117 = Cannot find library with name %1$s
 1118 = Too many grouping sets in group by clause: %1$s. Maximum allowed: %2$s.
@@ -235,9 +243,30 @@
 1146 = Cannot find feed policy with name %1$s
 1147 = Cannot drop dataverse: %1$s %2$s being used by %3$s %4$s
 1148 = Cannot drop %1$s %2$s being used by %3$s %4$s
-1149 = Illegal function recursion
+1149 = Illegal function or view recursion
 1150 = Illegal use of function %1$s
 1151 = No authentication credentials provided, '%1$s' field is required for anonymous access
+1152 = Full-text config %1$s not found
+1153 = Full-text filter %1$s not found
+1154 = Default full-text config with a name of null cannot be deleted or created
+1155 = Incompatible index type %1$s
+1156 = Full-text config %1$s already exists
+1157 = Full-text filter %1$s already exists
+1158 = Error compiling view %1$s. %2$s
+1159 = Cannot find view with name %1$s
+1160 = A view with this name %1$s already exists
+1161 = Type '%1$s' contains declared fields, which is not supported for 'parquet' format
+1162 = Invalid primary key definition
+1163 = Authenticating with '%1$s' is not supported for '%2$s' format
+1164 = Invalid foreign key definition
+1165 = Invalid foreign key definition: %1$s %2$s does not have a primary key
+1166 = Invalid foreign key definition: foreign key does not match primary key of %1$s %2$s
+1167 = Cannot change primary key of %1$s %2$s
+1168 = Ambiguous projection in SELECT clause
+1169 = Unable to do subquery coercion. %1$s
+1170 = Provided S3 region is not supported: '%1$s'
+1171 = Unable to process %1$s clause. %2$s
+1172 = Provided timezone is invalid: '%1$s'
 
 # Feed Errors
 3001 = Illegal state.
@@ -297,7 +326,7 @@
 3056 = Illegal escape '\%1$s'
 3057 = Found END_RECORD while expecting a record field.
 3058 = This record is closed, you can not add extra fields! new field name: %1$s
-3059 = Unexpected ADM token kind: %1$s while expecting ":"
+3059 = Unexpected ADM token kind: %1$s while expecting ':'
 3060 = Found COMMA %1$s %2$s record field
 3061 = Unsupported interval type: %1$s
 3062 = Interval was not closed
@@ -356,6 +385,8 @@
 3118 = Active Entity %1$s is not running (it is %2$s)
 3119 = Parameter '%1$s' is required if '%2$s' is provided
 3120 = Unexpected token %s: was expecting %s
+3121 = Parameter '%1$s' or '%2$s' is required if '%3$s' is provided
+3122 = Parameter '%1$s' is not allowed if '%2$s' is provided
 
 # Lifecycle management errors
 4000 = Partition id %1$s for node %2$s already in use by node %3$s
diff --git a/asterixdb/asterix-coverage/pom.xml b/asterixdb/asterix-coverage/pom.xml
index a3de43d..19b73b9 100644
--- a/asterixdb/asterix-coverage/pom.xml
+++ b/asterixdb/asterix-coverage/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/asterixdb/asterix-dashboard/pom.xml b/asterixdb/asterix-dashboard/pom.xml
index be45fb0..9d962f8 100644
--- a/asterixdb/asterix-dashboard/pom.xml
+++ b/asterixdb/asterix-dashboard/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>asterix-dashboard</artifactId>
@@ -68,8 +68,8 @@
             <artifactId>frontend-maven-plugin</artifactId>
             <version>1.11.0</version>
             <configuration>
-              <nodeVersion>v10.3.0</nodeVersion>
-              <npmVersion>6.1.0</npmVersion>
+              <nodeVersion>v14.15.4</nodeVersion>
+              <npmVersion>6.14.11</npmVersion>
               <workingDirectory>target/dashboard</workingDirectory>
               <installDirectory>target/dashboard</installDirectory>
             </configuration>
diff --git a/asterixdb/asterix-dashboard/src/node/angular.json b/asterixdb/asterix-dashboard/src/node/angular.json
index 768339e..cbb4d83 100644
--- a/asterixdb/asterix-dashboard/src/node/angular.json
+++ b/asterixdb/asterix-dashboard/src/node/angular.json
@@ -28,6 +28,14 @@
             ],
             "scripts": [
               "node_modules/codemirror/lib/codemirror.js"
+            ],
+            "allowedCommonJsDependencies": [
+              "hammerjs",
+              "lodash",
+              "file-saver",
+              "codemirror",
+              "webcola",
+              "dagre"
             ]
           },
           "configurations": {
@@ -57,7 +65,8 @@
           },
           "configurations": {
             "production": {
-              "browserTarget": "asterixdb-web-console:build:production"
+              "browserTarget": "asterixdb-web-console:build:production",
+              "sourceMap": true
             }
           }
         },
@@ -140,4 +149,4 @@
       "prefix": "app"
     }
   }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/package.json b/asterixdb/asterix-dashboard/src/node/package.json
index c716289..8aef8bd 100755
--- a/asterixdb/asterix-dashboard/src/node/package.json
+++ b/asterixdb/asterix-dashboard/src/node/package.json
@@ -13,52 +13,53 @@
   },
   "private": true,
   "dependencies": {
-    "@angular-devkit/core": "0.6.8",
-    "@angular/animations": "6.0.7",
-    "@angular/cdk": "6.3.3",
-    "@angular/common": "6.0.7",
-    "@angular/compiler": "6.0.7",
-    "@angular/core": "6.0.7",
-    "@angular/forms": "6.0.7",
-    "@angular/http": "6.0.7",
-    "@angular/material": "6.3.3",
-    "@angular/platform-browser": "6.0.7",
-    "@angular/platform-browser-dynamic": "6.0.7",
-    "@angular/router": "6.0.7",
-    "@ngrx/effects": "6.0.0",
-    "@ngrx/entity": "6.0.0",
-    "@ngrx/store": "6.0.0",
-    "@ngrx/store-devtools": "6.0.0",
-    "codemirror": "5.31.0",
-    "core-js": "2.4.1",
-    "file-saver": "1.3.3",
+    "@angular-devkit/core": "10.2.1",
+    "@angular/animations": "10.2.4",
+    "@angular/cdk": "10.2.4",
+    "@angular/common": "10.2.4",
+    "@angular/compiler": "10.2.4",
+    "@angular/core": "10.2.4",
+    "@angular/forms": "10.2.4",
+    "@angular/material": "10.2.4",
+    "@angular/platform-browser": "10.2.4",
+    "@angular/platform-browser-dynamic": "10.2.4",
+    "@angular/router": "10.2.4",
+    "@ngrx/effects": "10.1.2",
+    "@ngrx/entity": "10.1.2",
+    "@ngrx/store": "10.1.2",
+    "@ngrx/store-devtools": "10.1.2",
+    "@swimlane/ngx-charts": "^16.0.0",
+    "@swimlane/ngx-graph": "^7.2.0",
+    "codemirror": "5.59.2",
+    "core-js": "3.8.3",
+    "file-saver": "2.0.5",
     "hammerjs": "2.0.8",
-    "lodash": "^4.17.10",
+    "lodash": "^4.17.21",
     "roboto-fontface": "^0.10.0",
-    "rxjs": "6.2.1",
-    "rxjs-compat": "6.2.1",
-    "zone.js": "0.8.26"
+    "rxjs": "6.6.3",
+    "rxjs-compat": "6.6.3",
+    "zone.js": "0.10.3"
   },
   "devDependencies": {
-    "@angular/cli": "6.0.8",
-    "@angular/compiler-cli": "6.0.7",
-    "@angular/language-service": "6.0.7",
-    "@types/file-saver": "1.3.0",
-    "@types/jasmine": "2.5.53",
-    "@types/jasminewd2": "2.0.2",
-    "@types/node": "6.0.60",
-    "jasmine-core": "2.6.2",
-    "jasmine-spec-reporter": "4.1.0",
-    "karma": "1.7.0",
-    "karma-chrome-launcher": "2.1.1",
-    "karma-cli": "1.0.1",
-    "karma-coverage-istanbul-reporter": "1.2.1",
-    "karma-jasmine": "1.1.0",
-    "karma-jasmine-html-reporter": "0.2.2",
-    "protractor": "5.1.2",
-    "ts-node": "3.2.2",
-    "tslint": "5.7.0",
-    "typescript": "2.7.2",
-    "@angular-devkit/build-angular": "0.6.8"
+    "@angular-devkit/build-angular": "0.1002.1",
+    "@angular/cli": "10.2.1",
+    "@angular/compiler-cli": "10.2.4",
+    "@angular/language-service": "10.2.4",
+    "@types/file-saver": "2.0.1",
+    "@types/jasmine": "3.6.3",
+    "@types/jasminewd2": "2.0.8",
+    "@types/node": "14.14.22",
+    "eslint": "^7.1.0",
+    "jasmine-core": "3.6.0",
+    "jasmine-spec-reporter": "5.0.2",
+    "karma": "5.0.9",
+    "karma-chrome-launcher": "3.1.0",
+    "karma-cli": "2.0.0",
+    "karma-coverage-istanbul-reporter": "3.0.2",
+    "karma-jasmine": "3.2.0",
+    "karma-jasmine-html-reporter": "1.5.4",
+    "protractor": "7.0.0",
+    "ts-node": "8.10.1",
+    "typescript": "4.0.5"
   }
 }
diff --git a/asterixdb/asterix-dashboard/src/node/proxy.config.js b/asterixdb/asterix-dashboard/src/node/proxy.config.js
index 58752c3..22fcc71 100755
--- a/asterixdb/asterix-dashboard/src/node/proxy.config.js
+++ b/asterixdb/asterix-dashboard/src/node/proxy.config.js
@@ -17,7 +17,12 @@
         "secure": false,
         logLevel: "debug",
         pathRewrite: function (path) { return path.replace('/query-service', '/query/service')}
+    },
+    "/admin/requests/running": {
+      "target": "http://localhost:19002",
+      "secure": false,
+      logLevel: "debug"
     }
 }
 
-module.exports = PROXY_CONFIG;
\ No newline at end of file
+module.exports = PROXY_CONFIG;
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/app-config.service.ts b/asterixdb/asterix-dashboard/src/node/src/app/app-config.service.ts
index 5227227..0c86099 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/app-config.service.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/app-config.service.ts
@@ -1,5 +1,5 @@
 
-import {throwError as observableThrowError,  Observable } from 'rxjs';
+import {throwError as observableThrowError } from 'rxjs';
 /*
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.
@@ -14,40 +14,54 @@
 limitations under the License.
 */
 import { Injectable } from '@angular/core';
-import { Http, Headers, RequestOptions } from '@angular/http';
+import { HttpClient, HttpHeaders } from '@angular/common/http';
 import 'rxjs/add/operator/map';
 import 'rxjs/add/operator/catch';
 
+interface ENV_DATA {
+  env: string
+}
+
 @Injectable()
 export class ConfigService {
 
     private config: Object
     private env: Object
 
-    constructor(private http: Http) {}
+    constructor(private http: HttpClient) {}
+
     /**
      * Loads the environment config file first. Reads the environment variable from the file
      * and based on that loads the appropriate configuration file - development or production
      */
     load() {
         return new Promise((resolve, reject) => {
-            let headers = new Headers({ 'Accept': 'application/json', 'Content-Type': 'application/json', 'DataType': 'application/json' });
-            let options = new RequestOptions({ headers: headers });
-            this.http.get('/config/env.json')
-            .map(res => res.json())
-            .subscribe((env_data) => {
-                this.env = env_data;
+            let headers = new HttpHeaders({ 'Accept': 'application/json', 'Content-Type': 'application/json', 'DataType': 'application/json' });
+            const HttpOptions = {
+              headers: new HttpHeaders({
+                'Accept': 'application/json',
+                'Content-Type': 'application/json',
+                'DataType': 'application/json',
+              })
+            }
 
-                this.http.get('/config/' + env_data.env + '.json')
-                    .map(res => res.json())
+            this.http.get('/config/env.json', HttpOptions)
+              .subscribe({
+                next(env_data: ENV_DATA) {
+                  this.env = env_data;
+
+                  this.http.get('/config/' + env_data.env + '.json')
                     .catch((error: any) => {
-                        return observableThrowError(error.json().error || 'Server error');
-                  })
-                  .subscribe((data) => {
-                      this.config = data;
-                      resolve(true);
-                  });
-            });
+                      return observableThrowError(error.json().error || 'Server error');
+                    })
+                    .subscribe({
+                      next(data) {
+                        this.config = data;
+                        resolve(true);
+                      }
+                    })
+                }
+              });
         });
     }
 
@@ -68,4 +82,4 @@
     get(key: any) {
         return this.config[key];
     }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/app.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/app.component.ts
index 6cd84a9..bad2140 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/app.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/app.component.ts
@@ -27,4 +27,4 @@
     title = 'Asterix DB Web Console';
 
     constructor() {}
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/app.module.ts b/asterixdb/asterix-dashboard/src/node/src/app/app.module.ts
index e49d8e2..94d9a05 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/app.module.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/app.module.ts
@@ -11,7 +11,7 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */
-import { NgModule } from '@angular/core';
+import { NgModule, CUSTOM_ELEMENTS_SCHEMA } from '@angular/core';
 import { AppComponent } from './app.component';
 import { AppEffects } from './shared/effects/app.effects';
 import { BrowserModule } from '@angular/platform-browser';
@@ -22,6 +22,7 @@
 import { DatasetEffects } from './shared/effects/dataset.effects';
 import { DatatypeEffects } from './shared/effects/datatype.effects';
 import { IndexEffects } from './shared/effects/index.effects';
+import { FunctionEffects } from "./shared/effects/function.effects";
 import { SQLQueryEffects } from './shared/effects/query.effects';
 import { AppBarComponent }  from './dashboard/appbar.component';
 import { DialogMetadataInspector, MetadataComponent }  from './dashboard/query/metadata.component';
@@ -35,10 +36,12 @@
 import { MaterialModule } from './material.module';
 import { StoreModule,  } from '@ngrx/store';
 import { StoreDevtoolsModule } from '@ngrx/store-devtools';
-import { PlanViewComponent } from './dashboard/query/plan-view.component';
-import { PlanNodeSVGComponent } from './dashboard/query/plan-node-svg.component';
+import { NgxGraphModule } from "@swimlane/ngx-graph";
+import { NgxChartsModule } from "@swimlane/ngx-charts";
+import { PlanViewerComponent } from "./dashboard/query/plan-viewer.component";
 import { TreeNodeComponent } from './dashboard/query/tree-node.component';
-import { TreeViewComponent } from './dashboard/query/tree-view.component';
+import { DialogExportPicker, TreeViewComponent } from './dashboard/query/tree-view.component';
+import {SQLCancelEffects} from "./shared/effects/cancel.effects";
 
 @NgModule({
     declarations: [
@@ -50,27 +53,38 @@
         QueryContainerComponent,
         AppTabComponent,
         DialogMetadataInspector,
-        PlanNodeSVGComponent,
-        PlanViewComponent,
+        PlanViewerComponent,
         TreeNodeComponent,
+        DialogExportPicker,
         TreeViewComponent,
     ],
     imports: [
         FormsModule,
         BrowserModule,
         BrowserAnimationsModule,
-        EffectsModule.forRoot([AppEffects, DataverseEffects, DatasetEffects, DatatypeEffects, IndexEffects, SQLQueryEffects]),
+        EffectsModule.forRoot([AppEffects, DataverseEffects, DatasetEffects, DatatypeEffects, IndexEffects, FunctionEffects, SQLQueryEffects, SQLCancelEffects]),
         HttpClientModule,
         MaterialModule,
-        StoreModule.forRoot(reducers),
+        StoreModule.forRoot(reducers, {
+          runtimeChecks: {
+            strictStateImmutability: false,
+            strictActionImmutability: false,
+            strictStateSerializability: false,
+            strictActionSerializability: false,
+          },
+        }),
         StoreDevtoolsModule.instrument({
             maxAge: 10
-        })
+        }),
+        NgxGraphModule,
+        NgxChartsModule
     ],
+    schemas: [CUSTOM_ELEMENTS_SCHEMA],
     entryComponents: [
-        DialogMetadataInspector
+        DialogMetadataInspector,
+        DialogExportPicker,
     ],
     providers: [SQLService],
     bootstrap: [AppComponent]
 })
-export class AppModule {}
\ No newline at end of file
+export class AppModule {}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.html
index 45e3008..3c3d1f3 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.html
@@ -18,24 +18,21 @@
     <div class="flex-spacer"></div>
     <nav class="awc-navbar-header">
         <div class="menu">
-            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://asterixDB.apache.org" aria-label="WEBSITE">
+            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://asterixdb.apache.org/" target="_blank" aria-label="WEBSITE">
                 WEBSITE
             </a>
-            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://issues.apache.org/jira/browse/ASTERIXDB" aria-label="FILE ISSUES">
+            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://issues.apache.org/jira/browse/ASTERIXDB" target="_blank" aria-label="FILE ISSUES">
                 FILE ISSUES
             </a>
-            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://ci.apache.org/projects/asterixdb/index.html" aria-label="DOCUMENTATION">
+            <a mat-button class="menu awc-button awc-navbar-hide-small" href="https://ci.apache.org/projects/asterixdb/index.html" target="_blank" aria-label="DOCUMENTATION">
                 DOCUMENTATION
             </a>
-            <a mat-button class="menu awc-button docs-navbar-hide-small" href="https://asterixdb.apache.org/community.html" aria-label="CONTACT">
+            <a mat-button class="menu awc-button docs-navbar-hide-small" href="https://asterixdb.apache.org/community.html" target="_blank" aria-label="CONTACT">
                 CONTACT
             </a>
-            <a mat-button class="menu awc-button docs-navbar-hide-small" href="https://github.com/apache/asterixdb/" aria-label="GITHUB">
+            <a mat-button class="menu awc-button docs-navbar-hide-small" href="https://github.com/apache/asterixdb/" target="_blank" aria-label="GITHUB">
                 GITHUB
             </a>
-            <a mat-button class="menu awc-button docs-navbar-hide-small" aria-label="METADATA" (click)='showMetadata()'>
-                METADATA
-            </a>
         </div>
     </nav>
-</header>
\ No newline at end of file
+</header>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.scss
index 288bdb9..c16a172 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.scss
@@ -61,7 +61,7 @@
 }
 
 .menu {
-    /deep/ .mat-tab-label {
+    >>> .mat-tab-label {
         font-size: 0.80rem !important;
         font-weight: 500 !important;
     }
@@ -71,4 +71,4 @@
     margin: 0;
     margin-right: 15px;
     margin-left: 5px;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.ts
index c399883..7538bf2 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/appbar.component.ts
@@ -23,12 +23,5 @@
 })
 
 export class AppBarComponent {
-    sideMenuVisible = false;
-
     constructor(private store: Store <any> ) {}
-
-    showMetadata() {
-        this.sideMenuVisible = !this.sideMenuVisible;
-        this.store.dispatch(new appActions.setSideMenuVisible(this.sideMenuVisible));
-    }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/apptab.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/apptab.component.scss
index c14f327..1745fd6 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/apptab.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/apptab.component.scss
@@ -29,10 +29,10 @@
 }
 
 .menu {
-    /deep/ .mat-tab-label {
+    >>> .mat-tab-label {
         font-size: 0.80rem !important;
         font-weight: 500 !important;
         color: white;
     }
     background-color: blue;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.html
new file mode 100644
index 0000000..d12b18b
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.html
@@ -0,0 +1,33 @@
+<!--/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/ -->
+<div class="export-header">
+  <pre class="export-title">Choose Export Format:</pre>
+</div>
+<div class="button-row" *ngIf="data.exportFormat == 'json' || data.exportFormat == 'jsonl'">
+  <button mat-button class="pick-btn" (click)="data.exportFormat = 'json'">JSON</button>
+  <button mat-button class="pick-btn" (click)="data.exportFormat = 'jsonl'">JSONL</button>
+</div>
+<div class="filename-input">
+  <mat-form-field>
+    <mat-label>Filename:</mat-label>
+    <input matInput [(ngModel)]="data.fileName" value="asterix-query-results">
+  </mat-form-field>
+  <pre *ngIf="data.exportFormat == 'json'">.json</pre>
+  <pre *ngIf="data.exportFormat == 'jsonl'">.jsonl</pre>
+  <pre *ngIf="data.exportFormat == 'csv'">.csv</pre>
+</div>
+<div class="cancel-row">
+  <button mat-button class="cancel-btn btn" [mat-dialog-close]="['cancel', data.fileName]">CANCEL</button>
+  <button mat-button class="export-btn btn" [mat-dialog-close]="[data.exportFormat, data.fileName]">EXPORT</button>
+</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.scss
new file mode 100644
index 0000000..456b260
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/dialog-export-picker.scss
@@ -0,0 +1,53 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+.export-header {
+  border-bottom: 1px dashed gray;
+  text-align: center;
+}
+
+.export-title {
+  color: blue;
+}
+
+.button-row {
+  padding-top: 20px;
+  display: flex;
+  flex-flow: row;
+  justify-content: space-between;
+  border-bottom: 1px dashed gray;
+  padding-bottom: 20px;
+}
+
+.filename-input {
+  padding-top: 20px;
+  display: flex;
+  flex-flow: row;
+  border-bottom: 1px dashed gray;
+  padding-bottom: 20px;
+}
+
+.cancel-row {
+  display: flex;
+  flex-flow: row;
+}
+
+.cancel-btn {
+  margin-left: auto;
+}
+
+.pick-btn {
+  border: 2px solid blue;
+  border-radius: 5px;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.html
index d410ff1..549615f 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.html
@@ -14,7 +14,7 @@
 <mat-expansion-panel class="card" hideToggle [expanded]="true">
     <mat-expansion-panel-header class="header" >
         <mat-panel-title>
-            <mat-panel-title>SQL++ INPUT ({{currentQuery+1}}/{{preparedQueryCount}})
+            <mat-panel-title>QUERY INPUT ({{currentQuery+1}}/{{preparedQueryCount}})
             </mat-panel-title>
             <mat-panel-description></mat-panel-description>
             <mat-spinner *ngIf="querySpinnerVisible" [color]="blue" [diameter]="15" class="spinner"></mat-spinner>
@@ -25,8 +25,7 @@
             <div class='dataverses'>
                 <div class='d1'>
                     <mat-form-field>
-                        <mat-select placeholder="USE DATAVERSE" [(ngModel)]="selected" (selectionChange)="dataverseSelected()">
-                        <mat-option value='None'>None</mat-option>
+                        <mat-select placeholder="Default" [(ngModel)]="selected" (selectionChange)="dataverseSelected()">
                         <mat-option *ngFor="let dataverse of dataverses" [value]="dataverse.DataverseName">
                             {{dataverse.DataverseName}}
                         </mat-option>
@@ -34,20 +33,35 @@
                     </mat-form-field>
                 </div>
                 <div class='d1'>
-                    <mat-form-field>
-                        <mat-select placeholder="PLAN FORMAT" [(ngModel)]="formatOptions">
+                    <mat-form-field class="plan-output-format">
+                        <mat-select id="plan-format" placeholder="PLAN FORMAT" [(ngModel)]="formatOptions">
                             <mat-option value="JSON">JSON</mat-option>
                             <mat-option value="STRING">STRING</mat-option>
                         </mat-select>
                     </mat-form-field>
                 </div>
+                <div class="d1">
+                  <mat-form-field class="plan-output-format">
+                    <mat-select class="mat-select output-format" placeholder="OUTPUT FORMAT" [(ngModel)]="outputOptions">
+                      <mat-option value="JSON">JSON</mat-option>
+                      <mat-option id="csv-option" value="CSV">CSV (no header)</mat-option>
+                      <mat-option value="CSV_header">CSV (header)</mat-option>
+                    </mat-select>
+                  </mat-form-field>
+                </div>
                 <div class='d1'>
                     <mat-form-field class='sql-history'>
-                        <mat-select placeholder="SQL++ HISTORY" [(ngModel)]="historyStringSelected" (selectionChange)="historySelected()">
-                        <mat-option *ngFor="let query of history" [value]="query">{{query}}</mat-option>
+                        <mat-select placeholder="QUERY HISTORY" [(ngModel)]="historyIdxSelected" (ngModelChange)="historySelected($event)">
+                        <mat-option *ngFor="let query of history" [value]="query.index">
+                          {{query.query}}
+                        </mat-option>
                         </mat-select>
                     </mat-form-field>
                 </div>
+                <div class="space">
+                  <button mat-icon-button class='input-button next-prev-btn' (click)="onClickNext()" [disabled]="checkNext()" matTooltip="Next Query Input"><mat-icon>keyboard_arrow_right</mat-icon></button>
+                  <button mat-icon-button class='input-button next-prev-btn' (click)="onClickPrevious()" [disabled]="checkPrevious()" matTooltip="Previous Query Input"><mat-icon>keyboard_arrow_left</mat-icon></button>
+                </div>
             </div>
         </div>
         <div class="codemirror-container">
@@ -55,15 +69,33 @@
         </div>
     </mat-panel-description>
     <div class="message">
-        <span *ngIf="querySuccess" class="metrics">{{metricsString}}</span>
+        <span *ngIf="querySuccess==true && queryWarningsShow==false" class="metrics">{{metricsString}}</span>
         <span *ngIf="queryError" class="queryErrorMessage">{{queryErrorMessageString}}</span>
+        <span *ngIf="querySuccess==true && queryWarningsShow==true" class="queryWarningMessage" matTooltip="{{queryWarningsMessages}}">{{metricsString}}</span>
+        <mat-divider></mat-divider>
+        <div class="obj-returned-div">
+          <span *ngIf="querySuccess" class="obj-returned-cnt">Objects Returned: {{objectsReturned}}</span>
+        </div>
+        <mat-divider *ngIf="querySuccess"></mat-divider>
+        <mat-expansion-panel [disabled]="queryWarningsCount == 0" class="tree-node mat-elevation-z0">
+          <mat-expansion-panel-header>
+            <div>
+              <b>WARNINGS({{queryWarningsCount}})</b>
+            </div>
+          </mat-expansion-panel-header>
+          <mat-panel-description class="content">
+            <div class="warning-msgs">
+              <pre *ngFor="let warning of queryWarningsMessages">{{warning}}</pre>
+            </div>
+          </mat-panel-description>
+        </mat-expansion-panel>
     </div>
     <mat-action-row>
+      <button mat-button class='input-button clear' (click)="onClickClear()" matTooltip="Clear Query Input">CLEAR</button>
         <div class="space"></div>
-        <button mat-button class='input-button' (click)="onClickNew()" matTooltip="New Query Input">NEW</button>
-        <button mat-button class='input-button' (click)="onClickClear()" matTooltip="Clear Query Input">CLEAR</button>
-        <button mat-button class='input-button run' (click)="onClickRun()" matTooltip="Execute Query Input">RUN</button>
-        <button mat-button class='input-button' (click)="onClickPrevious()" [disabled]="checkPrevious()" matTooltip="Previous Query Input">PREVIOUS</button>
-        <button mat-button class='input-button' (click)="onClickNext()" [disabled]="checkNext()" matTooltip="Next Query Input">NEXT</button>
+        <button mat-button class="input-button explain" (click)="onClickExplain()" matTooltip="Explain Query">EXPLAIN</button>
+        <!--<button mat-button class='input-button run' (click)="onClickRun()" matTooltip="Execute Query Input">EXECUTE</button>-->
+      <button mat-icon-button class='input-button stop' (click)="onClickStop()" [disabled]="!querySpinnerVisible" matTooltip="Cancel Query"><mat-icon>stop</mat-icon></button>
+      <button mat-icon-button class='input-button run' (click)="onClickRun()" matTooltip="Execute Query"><mat-icon>play_arrow</mat-icon></button>
     </mat-action-row>
-</mat-expansion-panel>
\ No newline at end of file
+</mat-expansion-panel>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.scss
index aa66fb9..94311f8 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.scss
@@ -58,16 +58,30 @@
     border: 1px dashed gainsboro;
 }
 
+#clear-history-btn {
+    color: black;
+}
+
 .input-button {
     font-size: 12px !important;
 }
 
+.next-prev-btn {
+  color: black;
+  float: right;
+}
+
+.next-prev-btn[disabled] {
+  color: rgba(0, 0, 0, 0.26);
+}
+
+
 .message {
     margin-top: 30px;
 }
 
 .metrics {
-    color: blue;
+    color: green;
     font-size: 14px !important;
     font-size: 1.0rem;
     font-weight: 500;
@@ -89,8 +103,39 @@
     padding: 0;
 }
 
+.queryWarningMessage {
+  color: #ffae42;
+  font-size: 14px !important;
+  word-break: break-all;
+  font-size: 1.0rem;
+  font-weight: 500;
+  margin: 0;
+  padding: 0;
+}
+
+.obj-returned-cnt {
+  font-size: 14px !important;
+  word-break: break-all;
+  font-size: 1.0rem;
+  font-weight: 500;
+  margin: 0;
+}
+
+.obj-returned-div {
+  padding-top: 10px;
+  padding-bottom: 10px;
+}
+
 .run {
-    color: blue;
+    color: #00ab66;
+}
+
+.explain {
+  color: blue;
+}
+
+.stop {
+  color: #cf142b;
 }
 
 .dataverses {
@@ -103,6 +148,10 @@
     font-weight: 500 !important;
 }
 
+.mat-action-row {
+    padding-right: 24px;
+}
+
 .d1 {
     margin-right: 15px;
 }
@@ -124,4 +173,24 @@
 
 .sql-history {
     width: 500px !important;
-}
\ No newline at end of file
+}
+
+.plan-output-format {
+  width: 90px !important;
+}
+
+.content {
+    border-style: dotted;
+    border-width: 1px;
+    border-color: black;
+}
+
+.warning-msgs {
+    overflow: scroll;
+    white-space: initial;
+}
+
+.error-line {
+  background-color: red;
+  color: red;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.ts
index 7702db7..f885edb 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/input.component.ts
@@ -1,35 +1,43 @@
-/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
+  /*
+  Licensed under the Apache License, Version 2.0 (the "License");
+  you may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+      http://www.apache.org/licenses/LICENSE-2.0
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+  */
+  import {Component, EventEmitter, Output, ViewChild} from '@angular/core';
+  import { Observable } from 'rxjs';
+  import { Store } from '@ngrx/store';
+  import * as sqlQueryActions from '../../shared/actions/query.actions';
+  import * as sqlCancelActions from '../../shared/actions/cancel.actions';
+  import * as appActions from '../../shared/actions/app.actions'
+  import * as dataverseActions from '../../shared/actions/dataverse.actions'
+  import * as CodeMirror from 'codemirror';
+  import 'codemirror/addon/edit/closebrackets';
+  import 'codemirror/mode/sql/sql';
+  import 'codemirror/addon/hint/show-hint';
+  import 'codemirror/addon/hint/sql-hint';
 
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-import { Component, ViewChild } from '@angular/core';
-import { Observable } from 'rxjs';
-import { Store } from '@ngrx/store';
-import * as sqlQueryActions from '../../shared/actions/query.actions';
-import * as appActions from '../../shared/actions/app.actions'
-import * as dataverseActions from '../../shared/actions/dataverse.actions'
-import * as CodeMirror from 'codemirror';
-/*
- * Query component
- * has editor (codemirror)
- */
-@Component({
+  /*
+   * Query component
+   * has editor (codemirror)
+   */
+  @Component({
     moduleId: module.id,
     selector: 'awc-query',
     templateUrl: 'input.component.html',
     styleUrls: ['input.component.scss']
-})
+  })
 
-export class InputQueryComponent {
+  export class InputQueryComponent {
+    @Output() inputToOutputEmitter: EventEmitter<Object> = new EventEmitter<Object>();
+    @Output() isErrorEmitter: EventEmitter<Boolean> = new EventEmitter<Boolean>();
+    @Output() hideOutputEmitter: EventEmitter<Boolean> = new EventEmitter<Boolean>();
+
     currentQuery = 0;
     queryString: string = "";
     metricsString: {};
@@ -42,6 +50,12 @@
     queryMetrics: {};
     querySuccess$: Observable <any> ;
     querySuccess: Boolean = false;
+    querySuccessWarnings: Boolean = false;
+    queryWarnings: any;
+    queryWarnings$: Observable<any> ;
+    queryWarningsMessages: string[] = [];
+    queryWarningsCount = 0;
+    queryWarningsShow: Boolean = false;
     queryError$: Observable <any> ;
     queryError: Boolean = false;
     queryErrorMessage$: Observable <any> ;
@@ -50,6 +64,8 @@
     queryPrepared: {};
     queryPlanFormats$: Observable <any> ;
     queryPlanFormats: {};
+    cancelQuery$: Observable<any>;
+    isCanceled: boolean = false;
     preparedQueryCount: number;
     previousDisabled = true;
     nextDisabled = true;
@@ -58,7 +74,7 @@
     dataverses$: Observable<any>;
     dataverses: any;
     defaultDataverse = 'Default';
-    selected = 'None';
+    selected = 'Default';
     history = [];
     currentHistory = 0;
     viewCurrentHistory = 0; // for the view
@@ -67,283 +83,410 @@
     none = 'None';
     planFormat = 'JSON';
     historyStringSelected = '';
+    historyIdxSelected = 0;
     formatOptions = 'JSON';
+    outputOptions = 'JSON';
+    explainMode = false;
+    inputToOutput = {};
+    objectsReturned = 0;
     /* Codemirror configuration */
-    codemirrorConfig = {
-    mode: "asterix",
-    lineWrapping: true,
-    showCursorWhenSelecting: true,
-    autofocus: true,
-    lineNumbers: true,
-    };
+    //sql++ keywords
+    sqlppKeywords = "alter and as asc between by count create delete desc distinct drop from group having in insert into " +
+      "is join like not on or order select set union update values where limit use let dataverse dataset exists with index type" +
+      "inner outer offset value type if exists declare function explain";
+
+    //sql++ builtin types
+    sqlppTypes = "boolean tinyint smallint integer int bigint string float double binary point line rectangle circle polygon" +
+      "uuid object array multiset date time datetime duration year_month_duration day_time_duration interval"
 
     constructor(private store: Store < any > ) {
-        this.currentQuery = 0;
-        this.querySuccess$ = this.store.select(s => s.sqlQuery.successHash);
-        this.querySuccess$.subscribe((data: any) => {
-            this.querySuccesResults = data;
-            this.querySpinnerVisible = false;
-            if (data != undefined && data[this.currentQuery] === true) {
-                this.querySuccess = true;
-            } else {
-                this.querySuccess = false;
-            }
-        })
+      this.currentQuery = 0;
+      this.querySuccess$ = this.store.select(s => s.sqlQuery.successHash);
+      this.querySuccess$.subscribe((data: any) => {
+        this.isCanceled = false;
+        this.querySuccesResults = data;
+        this.querySpinnerVisible = false;
+        if (data != undefined && data[this.currentQuery] === true) {
+          this.querySuccess = true;
+        } else {
+          this.querySuccess = false;
+        }
+      })
 
-        /* Watching for SQL Input Errors in current Query */
-        this.queryError$ = this.store.select(s => s.sqlQuery.errorHash);
-        this.queryError$.subscribe((data: any) => {
-            this.querySpinnerVisible = false;
-            if (data != undefined && data[this.currentQuery] === true) {
-                this.queryError = true;
-                this.showErrors();
-            } else {
-                this.queryError = false;
-            }
-        })
+      /* Watching for SQL Input Errors in current Query */
+      this.queryError$ = this.store.select(s => s.sqlQuery.errorHash);
+      this.queryError$.subscribe((data: any) => {
+        this.querySpinnerVisible = false;
+        if (data != undefined && data[this.currentQuery] === true) {
+          this.queryError = true;
+          this.showErrors();
+        } else {
+          this.queryError = false;
+        }
+      })
 
-        /* Watching for Queries that are in prepared state,
-        * those are SQL strings that still has not been executed
-        */
-        this.queryPrepared$ = this.store.select(s => s.sqlQuery.sqlQueryPrepared);
-        this.queryPrepared$.subscribe((data: any) => {
-            if (data) {
-                this.queryPrepared = data
-                this.preparedQueryCount = Object.keys(this.queryPrepared).length;
-                if (this.preparedQueryCount == 0) {
-                    // Initialize Query Editor, prepare the default query
-                    this.queryPrepare = {
-                        editorId: String(this.currentQuery),
-                        queryString: this.queryString,
-                        planFormat: this.planFormat
-                    };
-                    this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
-                } else {
-                    if (this.queryPrepared && this.queryPrepared[this.currentQuery]) {
-                        this.queryString = this.queryPrepared[this.currentQuery];
-                    }
-                }
-            } else {
-                this.queryPrepared = {};
-            }
-        })
+      /* Watching for Queries that are in prepared state,
+      * those are SQL strings that still has not been executed
+      */
+      this.queryPrepared$ = this.store.select(s => s.sqlQuery.sqlQueryPrepared);
+      this.queryPrepared$.subscribe((data: any) => {
+        if (data) {
+          this.queryPrepared = data;
+          this.preparedQueryCount = Object.keys(this.queryPrepared).length;
 
-        /* Watching for Metrics */
-        this.queryMetrics$ = this.store.select(s => s.sqlQuery.sqlQueryMetrics);
-        this.queryMetrics$.subscribe((data: any) => {
-            if (data != undefined) {
-                this.queryMetrics = Object.assign(data);
-                if (this.queryMetrics && this.queryMetrics[this.currentQuery]) {
-                    this.metricsString = "SUCCESS: ";
-                    this.metricsString += " Execution time: " + this.queryMetrics[this.currentQuery].executionTime;
-                    this.metricsString += " Elapsed time: " + this.queryMetrics[this.currentQuery].elapsedTime;
-                    this.metricsString += " Size: " + (this.queryMetrics[this.currentQuery].resultSize/1024).toFixed(2) + ' Kb';
-                }
-            } else {
-                this.queryMetrics = {};
-            }
-        })
+          if (this.queryPrepared && this.queryPrepared[this.currentQuery]) {
+            this.queryString = this.queryPrepared[this.currentQuery];
+          }
+        } else {
+          this.queryPrepared = {};
+        }
+      })
 
-        /* Watching for SQL Input Errors: Error Message stored in Query Cache */
-        this.queryErrorMessage$ = this.store.select(s => s.sqlQuery.sqlQueryErrorHash);
-        this.queryErrorMessage$.subscribe((data: any) => {
-            if (data) {
-                this.queryErrorMessages = data;
-                this.showErrors();
-            } else {
-                this.queryErrorMessages = {};
-            }
-        })
-
-        /* Watching for SQL Input Errors: Error Message stored in Query Cache */
-        this.queryPlanFormats$ = this.store.select(s => s.sqlQuery.sqlQueryPlanFormatHash);
-        this.queryPlanFormats$.subscribe((data: any) => {
-            if (data) {
-                this.queryPlanFormats = data;
-            } else {
-                this.queryPlanFormats = {};
-            }
-        })
-
-        this.preparedQueryCount = 0;
-        // Initialize Query Editor, prepare the default query
-        this.queryPrepare = {
-            editorId: String(this.currentQuery),
-            queryString: this.queryString,
-            planFormat: this.formatOptions
-        };
-        this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
-        // lets inform other views what's the current SQL editor
-        this.store.dispatch(new appActions.setEditorIndex(String(this.currentQuery)));
-    }
-
-    ngOnInit() {
-        this.dataverses$ = this.store.select(s => s.dataverse.dataverses.results);
-        // Watching for Dataverses
-        this.dataverses$ = this.store.select(s => s.dataverse.dataverses.results);
-        this.dataverses$.subscribe((data: any[]) => {
-            this.dataverses = data;
-            this.defaultDataverse = ''
-        });
-        this.store.dispatch(new dataverseActions.SelectDataverses('-'), );
-    }
-
-    showMetrics() {
-        this.querySuccess = false;
-        if (this.queryMetrics && this.queryMetrics[this.currentQuery] && this.querySuccesResults[this.currentQuery]) {
+      /* Watching for Metrics */
+      this.queryMetrics$ = this.store.select(s => s.sqlQuery.sqlQueryMetrics);
+      this.queryMetrics$.subscribe((data: any) => {
+        if (data != undefined) {
+          this.queryMetrics = Object.assign(data);
+          if (this.queryMetrics && this.queryMetrics[this.currentQuery]) {
+            this.objectsReturned = this.queryMetrics[this.currentQuery].resultCount;
+            this.isErrorEmitter.emit(false);
+            this.hideOutputEmitter.emit(false);
             this.metricsString = "SUCCESS: ";
+
+            if ('warningCount' in this.queryMetrics[this.currentQuery]) {
+                this.metricsString += " (WITH " + this.queryMetrics[this.currentQuery].warningCount + " WARNINGS)";
+            }
+
             this.metricsString += " Execution time: " + this.queryMetrics[this.currentQuery].executionTime;
             this.metricsString += " Elapsed time: " + this.queryMetrics[this.currentQuery].elapsedTime;
             this.metricsString += " Size: " + (this.queryMetrics[this.currentQuery].resultSize/1024).toFixed(2) + ' Kb';
-            this.querySuccess = true;
+          }
+        } else {
+          this.queryMetrics = {};
+          this.objectsReturned = 0;
         }
+      })
+
+      /* Watching for SQL Input Errors: Error Message stored in Query Cache */
+      this.queryErrorMessage$ = this.store.select(s => s.sqlQuery.sqlQueryErrorHash);
+      this.queryErrorMessage$.subscribe((data: any) => {
+        if (data) {
+          this.queryErrorMessages = data;
+          this.showErrors();
+        } else {
+          this.queryErrorMessages = {};
+        }
+      })
+
+      /* Watching for SQL Input Warnings in current Query*/
+      this.queryWarnings$ = this.store.select(s => s.sqlQuery.sqlQueryWarnings);
+      this.queryWarnings$.subscribe((data: any) => {
+        if (data) {
+          this.queryWarnings = data;
+          this.showWarnings();
+        } else {
+          this.queryWarnings = {};
+        }
+      })
+
+      /*
+      * Watching for SQL Cancel Query
+       */
+      this.cancelQuery$ = this.store.select(s => s.cancelQuery.success);
+      this.cancelQuery$.subscribe((data: any) => {
+        if (data) {
+          this.querySpinnerVisible = false;
+          this.isCanceled = true;
+        }
+      })
+
+      /* Watching for SQL Input Errors: Error Message stored in Query Cache */
+      this.queryPlanFormats$ = this.store.select(s => s.sqlQuery.sqlQueryPlanFormatHash);
+      this.queryPlanFormats$.subscribe((data: any) => {
+        if (data) {
+          this.queryPlanFormats = data;
+        } else {
+          this.queryPlanFormats = {};
+        }
+      })
+
+      this.preparedQueryCount = 0;
+      // Initialize Query Editor, prepare the default query
+      this.saveQuery(String(this.currentQuery), this.queryString, this.formatOptions, "JSON");
+
+      // lets inform other views what's the current SQL editor
+      this.store.dispatch(new appActions.setEditorIndex(String(this.currentQuery)));
+    }
+
+    ngOnInit() {
+      this.dataverses$ = this.store.select(s => s.dataverse.dataverses.results);
+      // Watching for Dataverses
+      this.dataverses$ = this.store.select(s => s.dataverse.dataverses.results);
+      this.dataverses$.subscribe((data: any[]) => {
+        this.dataverses = data;
+        this.defaultDataverse = ''
+      });
+      this.store.dispatch(new dataverseActions.SelectDataverses('-'), );
+    }
+
+    showMetrics() {
+      this.querySuccess = false;
+      if (this.queryMetrics && this.queryMetrics[this.currentQuery] && this.querySuccesResults[this.currentQuery]) {
+        this.objectsReturned = this.queryMetrics[this.currentQuery].resultCount;
+        this.metricsString = "SUCCESS: ";
+
+        if ('warningCount' in this.queryMetrics[this.currentQuery]) {
+            this.metricsString += " [WITH " + this.queryMetrics[this.currentQuery].warningCount + " WARNING(S)]";
+        }
+
+        this.metricsString += " Execution time: " + this.queryMetrics[this.currentQuery].executionTime;
+        this.metricsString += " Elapsed time: " + this.queryMetrics[this.currentQuery].elapsedTime;
+        this.metricsString += " Size: " + (this.queryMetrics[this.currentQuery].resultSize/1024).toFixed(2) + ' Kb';
+
+        this.querySuccess = true;
+      }
+    }
+
+    showWarnings() {
+      this.queryWarningsShow = false;
+      if (this.queryWarnings && this.queryWarnings[this.currentQuery]) {
+        let warningObject = this.queryWarnings[this.currentQuery];
+
+        this.queryWarningsMessages = [];
+        this.queryWarningsCount = warningObject.length;
+        if (warningObject.length != 0) {
+          for (let warning of warningObject.reverse()) {
+              let warningString = "WARNING: Code: " + JSON.stringify(warning.code, null, 8);
+              warningString += " " + JSON.stringify(warning.msg, null, 8);
+
+              this.queryWarningsMessages.push(warningString);
+          }
+
+          this.queryWarningsShow = true;
+        }
+      }
     }
 
     showErrors() {
-        this.queryError = false;
-        if (this.queryErrorMessages && this.queryErrorMessages[this.currentQuery]) {
-            let errorObject = this.queryErrorMessages[this.currentQuery];
-            if (errorObject.length != 0) {
-            this.queryErrorMessageString = "ERROR: Code: " + JSON.stringify(errorObject[0].code, null, 8);
-            this.queryErrorMessageString += " " + JSON.stringify(errorObject[0].msg, null, 8);
-            this.queryError = true;
-            }
+      this.queryError = false;
+      if (this.queryErrorMessages && this.queryErrorMessages[this.currentQuery]) {
+        let errorObject = this.queryErrorMessages[this.currentQuery];
+        if (errorObject.length != 0) {
+          this.queryErrorMessageString = "ERROR: Code: " + JSON.stringify(errorObject[0].code, null, 8);
+          this.queryErrorMessageString += " " + JSON.stringify(errorObject[0].msg, null, 8);
+          this.queryError = true;
+
+          this.isErrorEmitter.emit(true);
         }
+      }
     }
 
-    getQueryResults(queryString: string, planFormat: string) {
-        let QueryOrder = this.currentQuery;
-        this.queryRequest = {
-            requestId: String(QueryOrder),
-            queryString: queryString,
-            planFormat: planFormat
-        };
-        this.store.dispatch(new sqlQueryActions.ExecuteQuery(this.queryRequest));
-        this.querySpinnerVisible = true;
+    getQueryResults(queryString: string, planFormat: string, outputFormat: string) {
+      let QueryOrder = this.currentQuery;
+      this.queryRequest = {
+        requestId: String(QueryOrder),
+        queryString: queryString,
+        planFormat: planFormat,
+        format: outputFormat
+      };
+      this.store.dispatch(new sqlQueryActions.ExecuteQuery(this.queryRequest));
+      this.querySpinnerVisible = true;
+    }
+
+    onClickExplain() {
+      //for future use...currently we do not support explaining for INSERT, UPDATE, or DELETE
+      /*
+      let insert_regex = /insert/i;
+      let update_regex = /update/i;
+      let delete_regex = /delete/i;
+       */
+      let select_regex = /select/i;
+
+      let explainString = "";
+
+      if (select_regex.test(this.queryString))
+        explainString = this.queryString.replace(select_regex, "explain $& ");
+      else
+        explainString = "explain " + this.queryString;
+
+      this.runQuery(explainString, true);
+
+      this.explainMode = true;
+      this.sendInputToOutput();
     }
 
     onClickRun() {
-        let planFormat = this.formatOptions;
-        this.getQueryResults(this.queryString, planFormat); // .replace(/\n/g, " "));
-        if (this.history.length === 0) {
-            this.history.push('Clear');
-        }
-        this.history.push(this.queryString);
-        this.currentHistory = this.history.length - 1;
-        this.viewCurrentHistory = this.history.length;
+      this.explainMode = false;
+      this.sendInputToOutput();
+
+      this.runQuery(this.queryString, this.explainMode);
+    }
+
+    runQuery(stringToRun: string, isExplain: boolean) {
+      this.autodetectDataverse();
+
+      if (this.queryString != this.queryPrepared[Object.keys(this.queryPrepared).length - 1]) {
+        //not the same query as before, currentQuery needs to be incremented and another needs to be dispatched
+        //increment currentQuery
+        if (this.queryPrepared[Object.keys(this.queryPrepared).length - 1] != '')
+          this.currentQuery = Object.keys(this.queryPrepared).length;
+
+        this.saveQuery(String(this.currentQuery), this.queryString, this.formatOptions, this.outputOptions);
+
+        this.history.unshift({query: this.queryString, index: this.currentQuery});
+
+        //this.currentHistory = this.history.length - 1;
+        //this.viewCurrentHistory = this.history.length;
+
+        //display
+        let currentQueryIndex = String(this.currentQuery);
+        this.store.dispatch(new appActions.setEditorIndex(currentQueryIndex));
+        this.editor.focus();
+
+      } else {
+        //the same query as before, currentQuery is not incremented
+        //save the current Query
+        this.saveQuery(String(this.currentQuery), this.queryString, this.formatOptions, this.outputOptions);
+      }
+
+      let planFormat = this.formatOptions;
+      let outputFormat = this.outputOptions;
+      this.historyIdxSelected = this.currentQuery;
+
+      this.getQueryResults(stringToRun, planFormat, outputFormat); // .replace(/\n/g, " "));
+    }
+
+    onClickStop() {
+      let cancel_request = {
+        requestId: String(this.currentQuery)
+      }
+
+      this.store.dispatch(new sqlCancelActions.CancelQuery(cancel_request));
     }
 
     onClickNew() {
-        // Saving first
-        this.queryPrepare = {
-            editorId: String(this.currentQuery),
-            queryString: this.queryString,
-            planFormat: this.formatOptions
-        };
-        this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
-        // Prepare a new Query String, cleanup screen messages
-        this.currentQuery = Object.keys(this.queryPrepared).length;
-        this.queryString = "";
-        this.editor.getDoc().setValue(this.queryString);
-        this.queryErrorMessageString = "";
-        this.metricsString = "";
-        this.querySuccess = false;
-        this.queryError = false;
-        this.queryPrepare = {
-            editorId: String(this.currentQuery),
-            queryString: "",
-            planFormat: this.formatOptions
-        };
-        this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
-        // lets inform other views what's the current SQL editor
-        let currentQueryIndex = String(this.currentQuery);
-        this.store.dispatch(new appActions.setEditorIndex(currentQueryIndex));
-        this.selected = "None";
-        this.editor.focus();
+      // Saving first
+      this.saveQuery(String(this.currentQuery), this.queryString, this.formatOptions, this.outputOptions);
+
+      //let output section know to hide
+      this.hideOutputEmitter.emit(true);
+
+      this.historyIdxSelected = -1;
+
+      // Prepare a new Query String, cleanup screen messages
+      this.currentQuery = Object.keys(this.queryPrepared).length;
+      this.queryString = "";
+      this.editor.getDoc().setValue(this.queryString);
+      this.queryErrorMessageString = "";
+      this.metricsString = "";
+      this.querySuccess = false;
+      this.queryError = false;
+      this.queryWarningsShow = false;
+
+      this.saveQuery(String(this.currentQuery), "", this.formatOptions, this.outputOptions);
+      // lets inform other views what's the current SQL editor
+      let currentQueryIndex = String(this.currentQuery);
+      this.store.dispatch(new appActions.setEditorIndex(currentQueryIndex));
+      this.selected = "Default";
+      this.editor.focus();
     }
 
     onClickClear() {
-        let queryClear = {
-            editorId: String(this.currentQuery),
-            queryString: "",
-            planFormat: "JSON"
-        };
-        this.store.dispatch(new sqlQueryActions.CleanQuery(queryClear));
-        this.queryErrorMessageString = "";
-        this.queryString = "";
-        this.metricsString = "";
-        this.dataverseSelected();
-        this.editor.getDoc().setValue(this.queryString);
-        this.editor.focus();
+      let queryClear = {
+        editorId: String(this.currentQuery),
+        queryString: "",
+        planFormat: "JSON"
+      };
+      this.store.dispatch(new sqlQueryActions.CleanQuery(queryClear));
+      this.queryErrorMessageString = "";
+      this.queryString = "";
+      this.metricsString = "";
+      this.queryWarningsCount = 0;
+      this.queryWarningsMessages = [];
+
+      this.dataverseSelected();
+      this.editor.getDoc().setValue(this.queryString);
+      this.editor.execCommand('goDocEnd')
+      this.editor.focus();
+
+      //hide output on clear
+      this.hideOutputEmitter.emit(true);
     }
 
     onClickPrevious() {
-        if (this.currentQuery > 0) {
-            this.nextSQLEditor(-1);
-        }
+      if (this.currentQuery > 0) {
+        this.nextSQLEditor(this.currentQuery - 1);
+      }
     }
 
     onClickNext() {
-        if (this.currentQuery < this.preparedQueryCount - 1) {
-            this.nextSQLEditor(1);
+      if (this.currentQuery < this.preparedQueryCount - 1) {
+        this.nextSQLEditor(this.currentQuery + 1);
+      }
+      else {
+        if (this.queryString != '') {
+            this.onClickNew();
         }
+      }
     }
 
     checkNext() {
-        if (this.currentQuery == this.preparedQueryCount - 1) {
-          return true;
-        } else {
-          return false;
-        }
+      if (this.currentQuery == this.preparedQueryCount) {
+        return true;
+      } else {
+        return false;
+      }
     }
 
     checkPrevious() {
-        if (this.currentQuery == 0) {
-            return true;
-        } else {
-            return false;
-        }
+      if (this.currentQuery == 0) {
+        return true;
+      } else {
+        return false;
+      }
     }
 
     nextSQLEditor(next) {
-        // Saving First
-        this.queryPrepare = {
-            editorId: String(this.currentQuery),
-            queryString: this.queryString,
-            planFormat: this.formatOptions
-        };
-        this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
-        this.currentQuery = this.currentQuery + next;
-        this.queryErrorMessageString = "";
-        this.metricsString = "";
+      // Saving First
+      this.saveQuery(String(this.currentQuery), this.queryString, this.formatOptions, this.outputOptions);
 
-        // Retrieve Metrics or Error Message if Query was executed
-        this.showMetrics();
+      //this.currentQuery = this.currentQuery + next;
+      this.currentQuery = next;
+      this.queryErrorMessageString = "";
+      this.metricsString = "";
 
-        // Retrieve Metrics or Error Message if Query was executed
-        this.showErrors();
+      // Retrieve Metrics or Error Message if Query was executed
+      this.showMetrics();
 
-        // Retrieve the prepared SQL string
-        this.queryString = this.queryPrepared[this.currentQuery];
-        this.editor.getDoc().setValue(this.queryString);
+      // Retrieve Metrics or Error Message if Query was executed
+      this.showErrors();
 
-        // Retrieve the prepared SQL plan Format
-        this.formatOptions = this.queryPlanFormats[this.currentQuery];
+      // Retrieve the prepared SQL string
+      this.queryString = this.queryPrepared[this.currentQuery];
+      this.editor.getDoc().setValue(this.queryString);
 
-        // lets inform other views what's the current SQL editor
-        let currentQueryIndex = String(this.currentQuery);
+      // Select the query from the QUERY History
+      this.historyIdxSelected = this.currentQuery;
 
-        // Inform the app we are now active in next editor
-        this.store.dispatch(new appActions.setEditorIndex(currentQueryIndex));
+      this.autodetectDataverse();
+
+      // Retrieve the prepared SQL plan Format
+      this.formatOptions = this.queryPlanFormats[this.currentQuery];
+
+      // lets inform other views what's the current SQL editor
+      let currentQueryIndex = String(this.currentQuery);
+
+      // Inform the app we are now active in next editor
+      this.store.dispatch(new appActions.setEditorIndex(currentQueryIndex));
     }
 
     onClickInputCardCollapse() {
-        this.collapse = !this.collapse;
-        if (this.collapse) {
-            this.input_expanded_icon = 'expand_more';
-        } else {
-            this.input_expanded_icon = 'expand_less';
-        }
+      this.collapse = !this.collapse;
+      if (this.collapse) {
+        this.input_expanded_icon = 'expand_more';
+      } else {
+        this.input_expanded_icon = 'expand_less';
+      }
     }
 
     /**
@@ -351,65 +494,141 @@
      */
     @ViewChild('editor') editor: CodeMirror.Editor;
     ngAfterViewInit() {
-        this.codemirrorInit(this.codemirrorConfig);
+      this.codemirrorInit();
     }
 
     /**
      * Initialize codemirror
      */
-    codemirrorInit(config) {
-        this.editor = CodeMirror.fromTextArea(this.editor.nativeElement, config);
-        this.editor.setSize(null, 'auto');
-        this.editor.getDoc().setValue(this.queryString);
-        this.editor.on('changes', () => {
-            this.queryString = this.editor.getValue();
-        });
+    codemirrorInit() {
+      this.editor = CodeMirror.fromTextArea(this.editor.nativeElement, {
+        mode: {
+          name: "sql",
+          keywords: this.set(this.sqlppKeywords),
+          builtin: this.set(this.sqlppTypes),
+          atoms: this.set("true false null missing"),
+          dateSQL: this.set("date time datetime duration year_month_duration day_time_duration interval"),
+          support: this.set("ODBCdotTable doubleQuote binaryNumber hexNumber commentSlashSlash")
+        },
+        lineWrapping: true,
+        showCursorWhenSelecting: true,
+        autofocus: true,
+        lineNumbers: true,
+        autoCloseBrackets: {
+          pairs: "()[]{}''\"\"``",
+          closeBefore: ")]}'\":;>",
+          triples: "",
+          explode: "[]{}()",
+          override: true
+        },
+        extraKeys: {"Ctrl-Space": "autocomplete"},
+        hint: CodeMirror.hint.sql,
+      });
+      this.editor.setSize(null, 'auto');
+      this.editor.getDoc().setValue(this.queryString);
+      this.editor.on('changes', () => {
+        this.queryString = this.editor.getValue();
+      });
     }
 
     dataverseSelected() {
-        if (this.selected == undefined) {
-            this.queryString = 'None';
-        } else if (this.selected === 'None') {
-            this.queryString = '';
-            this.selected = 'None';
-        } else {
-            this.queryString = 'Use ' + this.selected + '; ';
-        }
-        this.editor.getDoc().setValue(this.queryString);
-        this.editor.focus();
+      if (this.selected == undefined) {
+        this.queryString = 'None';
+      } else if (this.selected === 'None' || this.selected === 'Default') {
+        this.queryString = '';
+        this.selected = 'Default';
+      } else {
+        this.queryString = 'USE ' + this.selected + '; \n';
+      }
+      this.editor.getDoc().setValue(this.queryString);
+      this.editor.execCommand('goDocEnd')
+      this.editor.focus();
     }
 
-    historySelected() {
-        if (this.historyStringSelected == undefined) {
-            this.historyStringSelected = '';
-        } else if (this.historyStringSelected === 'Clear') {
-            this.history = [];
-            this.historyStringSelected = '';
-        }
-        this.queryString = this.historyStringSelected;
-        this.editor.getDoc().setValue(this.queryString);
-        this.editor.focus();
+    historySelected(idx: number) {
+      if (this.historyStringSelected == undefined) {
+        this.historyStringSelected = '';
+      } else if (this.historyStringSelected === 'Clear') {
+        this.history = [];
+        this.historyStringSelected = '';
+      }
+
+      this.nextSQLEditor(idx);
     }
 
     planFormatSelected() {}
 
     onClickNextHistory() {
-        if (this.currentHistory < this.history.length - 1) {
-          this.currentHistory++;
-          this.viewCurrentHistory++;
-          this.queryString = this.history[this.currentHistory];
-          this.editor.getDoc().setValue(this.queryString);
-          this.editor.focus();
-        }
+      if (this.currentHistory < this.history.length - 1) {
+        this.currentHistory++;
+        this.viewCurrentHistory++;
+        this.queryString = this.history[this.currentHistory];
+        this.editor.getDoc().setValue(this.queryString);
+        this.editor.focus();
+      }
     }
 
     onClickPrevHistory() {
-        if (this.currentHistory > 0) {
-            this.currentHistory--;
-            this.viewCurrentHistory--;
-            this.queryString = this.history[this.currentHistory];
-            this.editor.getDoc().setValue(this.queryString);
-            this.editor.focus();
-        }
+      if (this.currentHistory > 0) {
+        this.currentHistory--;
+        this.viewCurrentHistory--;
+        this.queryString = this.history[this.currentHistory];
+        this.editor.getDoc().setValue(this.queryString);
+        this.editor.focus();
+      }
     }
-}
\ No newline at end of file
+
+    saveQuery(editorId, queryString, planFormat, outputFormat) {
+      this.queryPrepare = {
+        editorId: String(editorId),
+        queryString: queryString,
+        planFormat: planFormat,
+        format: outputFormat
+      };
+      this.store.dispatch(new sqlQueryActions.PrepareQuery(this.queryPrepare));
+    }
+
+    sendInputToOutput() {
+      this.inputToOutput['isExplain'] = this.explainMode;
+      this.inputToOutput['outputFormat'] = this.outputOptions;
+
+      this.inputToOutputEmitter.emit(this.inputToOutput);
+    }
+
+    autodetectDataverse() {
+      let dataverseRegex = /use (.*?);/i
+
+      let matches = this.queryString.match(dataverseRegex);
+
+      let detectedDataverse = "";
+
+      if (matches) {
+        if (matches.length == 2) {
+          detectedDataverse = matches[1];
+        }
+      }
+
+      if (detectedDataverse != "") {
+        let dataverseNames = this.dataverses.map(function (e) {
+          return e.DataverseName
+        });
+
+        if (dataverseNames.includes(detectedDataverse)) {
+          this.selected = detectedDataverse;
+        } else {
+          this.selected = "Default";
+        }
+      } else {
+        this.selected = "Default";
+      }
+    }
+
+    set(str: string) {
+      let obj = {};
+      let words = str.split(" ");
+      for (let i = 0; i < words.length; i++) {
+        obj[words[i]] = true;
+      }
+      return obj;
+    }
+  }
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.html
index e8869ca..6810a413 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.html
@@ -11,12 +11,109 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */-->
-<div class="inspector-dialog">
-    <p mat-dialog-title class="header">METADATA INSPECTOR</p>
-    <mat-dialog-content>
-        <pre class="content">{{data}}</pre>
+<div class="inspector-dialog" cdkDrag cdkDragRootElement=".cdk-overlay-pane">
+    <div class="top-row" cdkDragHandle>
+      <p mat-dialog-title class="header"  *ngIf="data.MetadataType === 'dataset'">DATASET: {{data.DatasetName}}</p>
+      <p mat-dialog-title class="header"  *ngIf="data.MetadataType === 'datatype'">DATATYPE: {{data.DatatypeName}}</p>
+      <p mat-dialog-title class="header"  *ngIf="data.MetadataType === 'index'">INDEX: {{data.IndexName}}</p>
+      <p mat-dialog-title class="header"  *ngIf="data.MetadataType === 'function'">FUNCTION: {{data.Name}}</p>
+      <button mat-icon-button class='input-button' (click)="onClickClose()" matTooltip="Close Inspector Window"><mat-icon>close</mat-icon></button>
+    </div>
+    <mat-dialog-content class="metadata-inspector" *ngIf="showGuts == false">
+        <div *ngIf="data.MetadataType === 'dataset'">
+            <pre class="content"><b>Dataverse: </b>{{data.DataverseName}}</pre>
+            <pre class="content"><b>Dataset: </b>{{data.DatasetName}}</pre>
+            <pre class="content"><b>Datatype Name: </b>{{data.DatatypeName}}</pre>
+            <div *ngIf="data.InternalDetails.PrimaryKey.length > 0">
+              <pre class="list-title content"><b>Primary Keys:</b></pre>
+              <li class="content" *ngFor="let pkey of data.InternalDetails.PrimaryKey">{{pkey}}</li>
+            </div>
+            <pre class="content"><b>Sample:</b></pre>
+            <mat-card class="sample-card">
+              <mat-card-content>
+                <pre class="content" *ngIf="data.sample != undefined">{{data.sample}}</pre>
+                <pre class="content" *ngIf="data.sample === undefined">No Data inputed</pre>
+              </mat-card-content>
+            </mat-card>
+        </div>
+        <div *ngIf="data.MetadataType === 'datatype'">
+            <pre class="content"><b>Dataverse: </b>{{data.DataverseName}}</pre>
+            <pre class="content"><b>Datatype Name: </b>{{data.DatatypeName}}</pre>
+            <pre class="list-title content list-tag" *ngIf="data.Derived.Tag === 'ORDEREDLIST'"><b>[</b></pre>
+            <pre class="list-title content list-tag" *ngIf="data.Derived.Tag === 'UNORDEREDLIST'"><b>{{</b></pre>
+            <pre class="list-title content" *ngIf="data.Derived.Tag === 'RECORD'"><b>Fields:</b></pre>
+            <mat-tree [dataSource]="dataSource" [treeControl]="treeControl">
+              <mat-tree-node *matTreeNodeDef="let node;" matTreeNodeToggle>
+                <mat-expansion-panel hideToggle disabled class="tree-node mat-elevation-z0 right-aligned-header" (click)="$event.stopPropagation();">
+                  <mat-expansion-panel-header [collapsedHeight]="'25px'">
+                    <mat-panel-title class="not-nested-title" *ngIf="node.DatatypeType !== undefined">{{node.DatatypeName}} ({{node.DatatypeType}})</mat-panel-title>
+                    <mat-panel-title class="not-nested-title" *ngIf="node.DatatypeType === undefined">{{node.DatatypeName}}</mat-panel-title>
+
+                    <mat-panel-description class="not-nested-options" *ngIf="node.isNullable == true && node.isMissable == false">Nullable | Required</mat-panel-description>
+                    <mat-panel-description class="not-nested-options" *ngIf="node.isNullable == true && node.isMissable == true">Nullable | Not Required</mat-panel-description>
+                    <mat-panel-description class="not-nested-options" *ngIf="node.isNullable == false && node.isMissable == false">Not Nullable | Required</mat-panel-description>
+                    <mat-panel-description class="not-nested-options" *ngIf="node.isNullable == false && node.isMissable == true">Not Nullable | Not Required</mat-panel-description>
+                  </mat-expansion-panel-header>
+                </mat-expansion-panel>
+              </mat-tree-node>
+              <mat-nested-tree-node *matTreeNodeDef="let node;when: hasChild">
+                <div class="mat-tree-node">
+                  <mat-expansion-panel class="tree-node mat-elevation-z2 right-aligned-header">
+                    <mat-expansion-panel-header [collapsedHeight]="'25px'" [expandedHeight]="'35px'">
+                      <mat-panel-title *ngIf="node.anonymous == false">{{node.DatatypeName}} ({{node.DatatypeType}})</mat-panel-title>
+                      <mat-panel-title *ngIf="node.anonymous == true">{{node.DatatypeName}} (<i>{{node.DatatypeType}}</i>)</mat-panel-title>
+
+                      <mat-panel-description *ngIf="node.isNullable == true && node.isMissable == false">Nullable | Required</mat-panel-description>
+                      <mat-panel-description *ngIf="node.isNullable == true && node.isMissable == true">Nullable | Not Required</mat-panel-description>
+                      <mat-panel-description *ngIf="node.isNullable == false && node.isMissable == false">Not Nullable | Required</mat-panel-description>
+                      <mat-panel-description *ngIf="node.isNullable == false && node.isMissable == true">Not Nullable | Not Required</mat-panel-description>
+                    </mat-expansion-panel-header>
+                    <pre class="list-title content list-tag" *ngIf="node.OrderedList == true"><b>[</b></pre>
+                    <pre class="list-title content list-tag" *ngIf="node.UnorderedList == true"><b>{{</b></pre>
+                    <div [class.example-tree-invisible]="!treeControl.isExpanded(node)">
+                      <ng-container matTreeNodeOutlet></ng-container>
+                    </div>
+                    <pre class="list-title content list-tag" *ngIf="node.OrderedList == true"><b>]</b></pre>
+                    <pre class="list-title content list-tag" *ngIf="node.UnorderedList == true"><b>}}</b></pre>
+                  </mat-expansion-panel>
+                </div>
+              </mat-nested-tree-node>
+            </mat-tree>
+            <pre class="list-title content list-tag" *ngIf="data.Derived.Tag === 'ORDEREDLIST'"><b>]</b></pre>
+            <pre class="list-title content list-tag" *ngIf="data.Derived.Tag === 'UNORDEREDLIST'"><b>}}</b></pre>
+            <p class="anon-note">Note: italicized = anonymous type</p>
+        </div>
+        <div *ngIf="data.MetadataType === 'index'">
+            <pre class="content"><b>Dataverse: </b>{{data.DataverseName}}</pre>
+            <pre class="content"><b>Index Name: </b>{{data.IndexName}}</pre>
+
+            <pre class="content" *ngIf="data.IsPrimary == true"><b>Index Type: </b>Primary</pre>
+            <pre class="content" *ngIf="data.IsPrimary == false"><b>Index Type: </b>Not Primary</pre>
+
+            <div *ngIf="data.SearchKey.length > 0">
+              <pre class="list-title content"><b>Search Key(s):</b></pre>
+                <li class="content" *ngFor="let skey of data.SearchKey">{{skey}}</li>
+            </div>
+        </div>
+        <div *ngIf="data.MetadataType === 'function'">
+          <pre class="content"><b>Dataverse: </b>{{data.DataverseName}}</pre>
+          <pre class="content"><b>Function Name: </b>{{data.Name}}</pre>
+          <pre class="content"><b>Arity: </b>{{data.Arity}}</pre>
+          <div *ngIf="data.Params.length > 0">
+            <pre class="content"><b>Parameters: </b></pre>
+            <li class="content" *ngFor="let param of data.Params">{{param}}</li>
+          </div>
+          <pre class="content"><b>Defintion: </b></pre>
+          <pre class="content">{{data.Definition}}</pre>
+
+        </div>
     </mat-dialog-content>
+    <mat-dialog-content *ngIf="showGuts">
+        <pre class="content">{{data.guts}}</pre>
+    </mat-dialog-content>
+    <div class="spacer"></div>
     <mat-action-row>
-        <button mat-button class='input-button' (click)="onClickClose()">CLOSE</button>
+        <button mat-button class="input-button" (click)="onClickParsed()" *ngIf="hideJSONButton">SUMMARY</button>
+        <button mat-button class="input-button" (click)="onClickJSON()" *ngIf="hideJSONButton == false">JSON</button>
     </mat-action-row>
-</div>
\ No newline at end of file
+</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.scss
index 0ca0461..72afdf9 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata-inspector.component.scss
@@ -12,19 +12,91 @@
 limitations under the License.
 */
 
+::ng-deep.mat-dialog-container {
+    resize: both !important;
+    overflow: auto;
+}
+
 .inspector-dialog {
     font-size: 0.80rem;
     font-weight: 500;
 }
 
 .header {
-    font-size: 1.0rem;
+    font-size: 1.5rem;
     font-weight: 500;
     color: blue;
-    border-bottom: 1px solid rgb(145, 152, 158);
 }
 
 .content {
     margin-left: auto !important;
     margin-right: auto !important;
-}
\ No newline at end of file
+}
+
+.list-title {
+    margin-bottom: 1px;
+}
+
+.metadata-inspector {
+    font-size: 1.0rem;
+}
+
+.metadata-inspector b {
+    color: blue !important;
+}
+
+.spacer {
+    margin-bottom: 30px;
+}
+
+.mat-expansion-panel {
+    margin-bottom: 1px;
+}
+
+.tree-node {
+    width: 100%;
+}
+
+.not-nested-title {
+    color: black !important;
+}
+
+.not-nested-options {
+    color: rgba(0, 0, 0, 0.54) !important;
+}
+
+.mat-tree-node {
+    min-height: 25px;
+}
+
+.mat-expansion-panel-header-description {
+    display: flex;
+    justify-content: flex-end;
+    flex: 0 0 auto;
+    padding-right: 5px;
+}
+
+.anon-note {
+    font-size: 15px;
+    color: #9e9e9e;
+}
+
+.sample-card {
+    max-height: 250px;
+    overflow:auto;
+    padding-bottom: 15px;
+}
+
+.list-tag {
+    margin-top: 0px !important;
+}
+
+.top-row {
+  display: flex;
+  flex-flow: row;
+  justify-content: space-between;
+  align-items: baseline;
+  border-bottom: 1px solid rgb(145, 152, 158);
+  cursor: move;
+  text-align: center;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.html
index 386520b..b50027e 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.html
@@ -13,51 +13,64 @@
 */ -->
 <div class="wrapper">
     <mat-expansion-panel hideToggle [expanded]="true">
-        <mat-expansion-panel-header class="header-dataverse">
-        <mat-icon>developer_board</mat-icon>
-        <mat-panel-title>DATAVERSES</mat-panel-title>
-        <mat-panel-description></mat-panel-description>
-        </mat-expansion-panel-header>
-        <section class="section">
-        <li *ngFor="let dataverse of dataverses; index as i">
-            <mat-checkbox [labelPosition]="before" class="margin" (change)="generateFilter(dataverse.DataverseName, $event, value, i)" [(ngModel)]="dataverse.active">{{dataverse.DataverseName}}</mat-checkbox>
-        </li>
-        <div class="refresh">
-            <button mat-button class="refresh-button" (click)="refreshMetadata()" matTooltip="Click to refresh changes in AsterixDB"><mat-icon class="list-icon">cached</mat-icon>REFRESH</button>
-        </div>
-        </section>
-    </mat-expansion-panel>
-    <mat-expansion-panel hideToggle [expanded]="panelOpenState">
-        <mat-expansion-panel-header #datasetsPanel class="header">
-            <mat-icon>developer_board</mat-icon>
+      <mat-expansion-panel-header class="metadata-inspector-header">
+        <mat-panel-title>METADATA INSPECTOR</mat-panel-title>
+      </mat-expansion-panel-header>
+      <section>
+        <mat-expansion-panel hideToggle [expanded]="true">
+          <mat-expansion-panel-header class="header-dataverse">
+            <mat-panel-title class="title">DATAVERSES</mat-panel-title>
+          </mat-expansion-panel-header>
+          <section class="section">
+            <li *ngFor="let dataverse of dataverses; index as i">
+              <mat-checkbox [labelPosition]="'after'" class="margin" (change)="generateFilter(dataverse.DataverseName, $event, i)" [(ngModel)]="dataverse.active">{{dataverse.DataverseName}}</mat-checkbox>
+            </li>
+            <div class="refresh">
+              <button mat-button class="refresh-button" (click)="refreshMetadata()" matTooltip="Click to refresh changes in AsterixDB"><mat-icon class="list-icon">cached</mat-icon>REFRESH</button>
+            </div>
+          </section>
+        </mat-expansion-panel>
+        <mat-expansion-panel hideToggle [expanded]="panelOpenState">
+          <mat-expansion-panel-header #datasetsPanel class="header">
             <mat-panel-title class="title">DATASETS</mat-panel-title>
             <mat-panel-description></mat-panel-description>
-        </mat-expansion-panel-header>
-        <section class="section">
-        <li *ngFor="let dataset of datasetsFiltered" (click)="openMetadataInspectorDialog(dataset)">
-            {{dataset.DatasetName}}</li>
-        </section>
-    </mat-expansion-panel>
-    <mat-expansion-panel hideToggle [expanded]="panelOpenState">
-        <mat-expansion-panel-header class="header">
-            <mat-icon>developer_board</mat-icon>
+          </mat-expansion-panel-header>
+          <section class="section">
+            <li *ngFor="let dataset of datasetsFiltered" (click)="openMetadataInspectorDialog(dataset, 'dataset')">
+              {{dataset.DatasetName}}</li>
+          </section>
+        </mat-expansion-panel>
+        <mat-expansion-panel hideToggle [expanded]="panelOpenState">
+          <mat-expansion-panel-header class="header">
             <mat-panel-title class="title">DATATYPES</mat-panel-title>
             <mat-panel-description></mat-panel-description>
-        </mat-expansion-panel-header>
-        <section class="section">
-        <li *ngFor="let datatype of datatypesFiltered" (click)="openMetadataInspectorDialog(datatype)">
-            {{datatype.DatatypeName}}</li>
-        </section>
-    </mat-expansion-panel>
-    <mat-expansion-panel hideToggle [expanded]="panelOpenState">
-        <mat-expansion-panel-header class="header">
-            <mat-icon>developer_board</mat-icon>
+          </mat-expansion-panel-header>
+          <section class="section">
+            <li *ngFor="let datatype of datatypesFiltered" (click)="openMetadataInspectorDialog(datatype, 'datatype')">
+              {{datatype.DatatypeName}}</li>
+          </section>
+        </mat-expansion-panel>
+        <mat-expansion-panel hideToggle [expanded]="panelOpenState">
+          <mat-expansion-panel-header class="header">
             <mat-panel-title class="title">INDEX</mat-panel-title>
             <mat-panel-description></mat-panel-description>
-        </mat-expansion-panel-header>
-        <section class="section">
-        <li *ngFor="let index of indexesFiltered" (click)="openMetadataInspectorDialog(index)">
-            {{index.IndexName}}</li>
-        </section>
+          </mat-expansion-panel-header>
+          <section class="section">
+            <li *ngFor="let index of indexesFiltered" (click)="openMetadataInspectorDialog(index, 'index')">
+              {{index.IndexName}}</li>
+          </section>
+        </mat-expansion-panel>
+        <mat-expansion-panel hideToggle [expanded]="panelOpenState">
+          <mat-expansion-panel-header class="header">
+            <mat-panel-title class="title">USER DEFINED FUNCTIONS</mat-panel-title>
+            <mat-panel-description></mat-panel-description>
+          </mat-expansion-panel-header>
+          <section class="section">
+            <li *ngFor="let function of functionsFiltered" (click)="openMetadataInspectorDialog(function, 'function')">
+              {{function.Name}}
+            </li>
+          </section>
+        </mat-expansion-panel>
+      </section>
     </mat-expansion-panel>
-</div>
\ No newline at end of file
+</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.scss
index b79d774..3728cdb 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.scss
@@ -42,8 +42,7 @@
     padding-right: 10px;
     padding-bottom: 5px;
     padding-top: 5px;
-    //background-color: gainsboro;
-    background-color: black;
+    background-color: gainsboro;
     margin-bottom: 50px;
     mat-expansion-panel {
         border: none !important;
@@ -70,6 +69,15 @@
     color: blue;
 }
 
+.metadata-inspector-header {
+  font-size: 0.80rem;
+  font-weight: 500;
+  max-height: 42px;
+  min-height: 42px;
+  border-bottom: 1px solid gray;
+  margin-bottom: 5px;
+}
+
 .title {
     color:blue;
 }
@@ -87,4 +95,4 @@
     display: flex;
     flex-flow: row;
     align-items: center;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.ts
index 99c470c..3de1555 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/metadata.component.ts
@@ -18,8 +18,41 @@
 import * as datasetActions from '../../shared/actions/dataset.actions';
 import * as datatypesActions from '../../shared/actions/datatype.actions';
 import * as indexesActions from '../../shared/actions/index.actions';
+import * as functionActions from '../../shared/actions/function.actions';
 import { ViewChild} from '@angular/core';
-import { MatDialog, MatDialogRef, MAT_DIALOG_DATA } from '@angular/material';
+import { MatDialog, MatDialogRef, MAT_DIALOG_DATA } from '@angular/material/dialog';
+import {MatTreeNestedDataSource} from "@angular/material/tree";
+import {NestedTreeControl} from "@angular/cdk/tree";
+import {Data} from "@angular/router";
+
+interface DataTypeNode {
+  DatatypeName: string;
+  DatatypeType?: string;
+  fields?: DataTypeNode[];
+  primitive: boolean;
+  isNullable?: boolean;
+  isMissable?: boolean;
+  OrderedList?: boolean;
+  UnorderedList?: boolean;
+  anonymous: boolean;
+}
+
+enum MetadataTypes {
+  record = "RECORD",
+  orderedList = "ORDEREDLIST",
+  unorderedList = "UNORDEREDLIST"
+}
+
+enum MetadataTypesNames {
+  record = "Record",
+  orderedList = "Ordered List",
+  unorderedList = "Unordered List"
+}
+
+enum MetadataListTypes {
+  orderedList = "OrderedList",
+  unorderedList = "UnorderedList"
+}
 
 @Component({
     moduleId: module.id,
@@ -40,9 +73,26 @@
     indexesFiltered: any;
     indexes$: Observable<any>;
     indexes: any;
+    functionsFiltered: any;
+    functions$: Observable<any>;
+    functions: any;
+    curr_dialogRef: any;
+    dialogActive: boolean;
+
+    //added variables for sample
+    sampleDataset$: Observable<any>;
+    sampleDataset: any;
+
+    checkedDataverses: any = {};
+
+    //added variables for flattening
+    datatypesDict: Object;
+
+    dialogSamples = {};
 
     constructor(private store: Store<any>, public dialog: MatDialog) {
         this.refreshMetadata();
+        this.dialogActive = false;
     }
 
     ngOnInit() {
@@ -52,6 +102,16 @@
          this.dataverses$ = this.store.select(s => s.dataverse.dataverses.results);
          this.dataverses$.subscribe((data: any[]) => {
              this.dataverses = data;
+
+             if (Object.keys(this.checkedDataverses).length > 0) {
+               for (let dataverse of this.dataverses) {
+                 if (this.checkedDataverses[dataverse.DataverseName]) {
+                   dataverse.active = true;
+                 }
+               }
+
+               this.checkedDataverses = {};
+             }
          });
 
          // Watching for Datasets
@@ -66,6 +126,7 @@
          this.datatypes$.subscribe((data: any[]) => {
             this.datatypes = data;
             this.datatypesFiltered = this.filter(this.datatypes);
+            this.datatypesDict = this.createDatatypeDict(this.datatypes);
          });
 
          // Watching for indexes
@@ -74,18 +135,49 @@
             this.indexes = data;
             this.indexesFiltered = this.filter(this.indexes);
          });
+
+         //Watching for functions
+        this.functions$ = this.store.select(s => s.functions.functions.results);
+        this.functions$.subscribe((data: any[]) => {
+          this.functions = data;
+          this.functionsFiltered = this.filter(this.functions);
+        });
+
+         // Watching for samples
+        this.sampleDataset$ = this.store.select(s => s.dataset.sample);
     }
 
     refreshMetadata() {
+        if (this.dataverses) {
+          for (let dataverse of this.dataverses) {
+            if (dataverse.active) {
+              this.checkedDataverses[dataverse.DataverseName] = true;
+            }
+          }
+        }
+
         this.store.dispatch(new dataverseActions.SelectDataverses('-'));
         this.store.dispatch(new datasetActions.SelectDatasets('-'));
         this.store.dispatch(new datatypesActions.SelectDatatypes('-'));
         this.store.dispatch(new indexesActions.SelectIndexes('-'));
+        this.store.dispatch(new functionActions.SelectFunctions('-'));
     }
 
     dataverseFilter = {}
     dataverseFilterMap = new Map();
 
+    createDatatypeDict(data) {
+        let newDict = new Object();
+
+        if (data) {
+            for (let i=0; i < data.length; i++) {
+                newDict[data[i].DataverseName + "." + data[i].DatatypeName] = i;
+            }
+        }
+
+        return newDict;
+    }
+
     filter(data){
         let results = [];
 
@@ -107,7 +199,6 @@
 
     checkStatus = [];
     generateFilter(dataverse, event, i) {
-
         if (this.checkStatus[i] == undefined) {
             this.checkStatus.push(event.checked);
         } else {
@@ -125,6 +216,7 @@
         this.datasetsFiltered = this.filter(this.datasets);
         this.datatypesFiltered = this.filter(this.datatypes);
         this.indexesFiltered = this.filter(this.indexes);
+        this.functionsFiltered = this.filter(this.functions);
 
         /* Open the dataset expansion panel if there is anything to show */
         if (this.datasetsFiltered.length > 0) {
@@ -135,16 +227,213 @@
     }
 
     /*
+    * Traverse Metadata recursively, handles Metadata dataverse as well as regular dataverses
+     */
+    recursiveMetadataTraverse(data, toCreate): Object {
+      toCreate.DatatypeName = data.DatatypeName;
+      //primitive == no Derived field or Derived == undefined
+      if (data.Derived == undefined) {
+        //if primitive
+        toCreate.DatatypeName = data.DatatypeName;
+        toCreate.fields = [];
+        toCreate.primitive = true;
+      } else {
+        //if not primitive, need to check .Derived exists every time, or else handle primitive type
+        toCreate.DatatypeType = data.Derived.Tag;
+
+        //determine what type it is (Record, Ordered List or Unordered List). Ordered list and unordered list are handled the same
+        let list_type = "";
+
+        switch(toCreate.DatatypeType) {
+          case MetadataTypes.record:
+            toCreate.DatatypeType = MetadataTypesNames.record;
+            break;
+          case MetadataTypes.orderedList:
+            toCreate.DatatypeType = MetadataTypesNames.orderedList;
+            list_type = MetadataListTypes.orderedList;
+            break;
+          case MetadataTypes.unorderedList:
+            toCreate.DatatypeType = MetadataTypesNames.unorderedList;
+            list_type = MetadataListTypes.unorderedList;
+            break;
+          default:
+            break;
+        }
+
+        toCreate.fields = [];
+
+        if (data.Derived.Tag == "RECORD") {
+          // if it is a record, we must iterate over the fields and may have to recurse if there is a non primitive type
+          for (let field of data.Derived.Record.Fields) {
+            //if it is NOT a primitive type
+            if ((data.DataverseName + "." + field.FieldType) in this.datatypesDict &&
+              this.datatypes[this.datatypesDict[data.DataverseName + "." + field.FieldType]].Derived != undefined) {
+              field.Nested = true;
+
+              //get the nested object from datatypesDict
+              let nestedName = this.datatypesDict[data.DataverseName + "." + field.FieldType];
+              let nestedObject = this.datatypes[nestedName];
+
+              let nested_field = {
+                DatatypeName: field.FieldName,
+                DatatypeType: field.FieldType,
+                primitive: false,
+                fields: [],
+                isNullable: field.IsNullable,
+                isMissable: field.IsMissable,
+                OrderedList: false,
+                UnorderedList: false,
+                anonymous: nestedObject.Derived.IsAnonymous,
+              }
+
+              if (nestedObject.Derived.Tag == "RECORD") {
+                //object and should iterate over fields
+                field.NestedType = "Record";
+                field.NestedTypeType = nestedObject.DatatypeName;
+
+                let recurse_result = this.recursiveMetadataTraverse(nestedObject, {})
+
+                field.NestedRecord = recurse_result[0];
+
+                let toAdd = recurse_result[1];
+                toAdd.DatatypeType = "Record";
+                toAdd.primitive = false;
+                toAdd.anonymous = nestedObject.Derived.IsAnonymous;
+
+                nested_field.fields.push(toAdd);
+              }
+              else {
+                let listObject;
+                let nestedListType = "";
+                let nestedListTypeName = "";
+
+                //determine the type of list of the nested object
+                if (nestedObject.Derived.Tag == MetadataTypes.orderedList) {
+                  nestedListType = MetadataListTypes.orderedList;
+                  nestedListTypeName = MetadataTypesNames.orderedList;
+                } else {
+                  nestedListType = MetadataListTypes.unorderedList;
+                  nestedListTypeName = MetadataTypesNames.unorderedList;
+                }
+
+                nested_field[nestedListType] = true;
+                field.NestedType = nestedListTypeName;
+
+                if (data.DataverseName + "." + nestedObject.Derived[nestedListType] in this.datatypesDict) {
+                  field.primitive = false;
+                  listObject = this.datatypes[this.datatypesDict[data.DataverseName + "." + nestedObject.Derived[nestedListType]]];
+
+                  let recurse_result = this.recursiveMetadataTraverse(listObject, {});
+
+                  field.NestedRecord = recurse_result[0];
+
+                  let toAdd = recurse_result[1];
+
+                  if (toAdd.DatatypeType == nestedListTypeName) {
+                    toAdd[nestedListType] = true;
+                  } else {
+                    toAdd[nestedListType] = false;
+                  }
+
+                  toAdd.primitive = false;
+                  if (listObject.Derived != undefined)
+                    toAdd.anonymous = listObject.Derived.IsAnonymous;
+
+                  nested_field.fields.push(toAdd);
+                } else {
+                  field.primitive = true;
+                  nested_field.fields.push({
+                    DatatypeName: nestedObject.Derived[nestedListType],
+                    [nestedListType]: true,
+                    primitive: true,
+                  });
+                }
+              }
+
+              toCreate.fields.push(nested_field);
+            }
+            else {
+              field.Nested = false;
+              toCreate.fields.push({
+                DatatypeName: field.FieldName,
+                DatatypeType: field.FieldType,
+                primitive: true,
+                isMissable: field.IsMissable,
+                isNullable: field.IsNullable,
+                anonymous: false,
+              });
+            }
+          }
+        } else {
+          let listItem = this.datatypes[this.datatypesDict[data.DataverseName + "." + data.Derived[list_type]]];
+
+          toCreate[list_type] = true;
+
+          if (listItem == undefined) {
+            toCreate.fields.push({
+              DatatypeName: data.Derived[list_type],
+              [list_type]: true,
+              primitive: true,
+              anonymous: data.Derived.IsAnonymous,
+            })
+          } else {
+            let recurse_result = this.recursiveMetadataTraverse(listItem, {});
+
+            let toAdd = recurse_result[1];
+            toAdd.primitive = false;
+            if (listItem.Derived != undefined)
+              toAdd.anonymous = listItem.Derived.IsAnonymous;
+            toCreate.fields.push(toAdd);
+          }
+        }
+      }
+
+      return [data, toCreate];
+    }
+
+    /*
     * opens the metadata inspector
     */
-    openMetadataInspectorDialog(data): void {
+    openMetadataInspectorDialog(data, metadata_type): void {
         let metadata = JSON.stringify(data, null, 8);
         metadata = metadata.replace(/^{/, '');
         metadata = metadata.replace(/^\n/, '');
         metadata = metadata.replace(/}$/, '');
-        let dialogRef = this.dialog.open(DialogMetadataInspector, {
-            width: '500px',
-            data: metadata,
+
+        //if metadata_type is dataset, sample said dataset and add to data to be displayed.
+
+        data.guts = metadata;
+
+        data.MetadataType = metadata_type
+        if (metadata_type == 'dataset') {
+            let dataset = "`" + data.DataverseName + "`" + "." + "`" + data.DatasetName + "`";
+            this.store.dispatch(new datasetActions.SampleDataset({dataset: dataset}));
+
+            this.sampleDataset$.subscribe((resp: any[]) => {
+                if (resp) {
+                  this.dialogSamples[dataset] = JSON.stringify(resp[dataset], null, 2);
+                  data.sample = this.dialogSamples[dataset];
+                } else {
+                  data.sample = undefined;
+                }
+            });
+        }
+
+        //flatten data if datatype
+        if (metadata_type == 'datatype') {
+            let new_datatype = new Object();
+
+            let recurseResults = this.recursiveMetadataTraverse(data, new_datatype);
+            let converted = recurseResults[1];
+
+            data = recurseResults[0];
+
+            data.DataTypeTree = converted;
+        }
+
+        this.curr_dialogRef = this.dialog.open(DialogMetadataInspector, {
+            minWidth: '500px',
+            data: data,
             hasBackdrop: false
         });
     }
@@ -158,9 +447,30 @@
 
 export class DialogMetadataInspector {
     constructor(  public dialogCreateDsRef: MatDialogRef<DialogMetadataInspector>,
-                  @Inject(MAT_DIALOG_DATA) public data: any) { }
+                  @Inject(MAT_DIALOG_DATA) public data: any) {
+        if (data.MetadataType == "datatype") {
+            this.dataSource.data = data.DataTypeTree.fields;
+        }
+    }
 
     onClickClose() {
-        this.dialogCreateDsRef.close();
+        this.dialogCreateDsRef.close(this.data['dialogID']);
     }
-}
\ No newline at end of file
+
+    onClickJSON() {
+        this.showGuts = true;
+        this.hideJSONButton = true;
+    }
+
+    onClickParsed() {
+        this.showGuts = false;
+        this.hideJSONButton = false;
+    }
+
+    showGuts = false;
+    hideJSONButton = false
+
+    treeControl = new NestedTreeControl<DataTypeNode>(node => node.fields);
+    dataSource = new MatTreeNestedDataSource<DataTypeNode>();
+    hasChild = (_: number, node: DataTypeNode) => !!node.fields && node.fields.length > 0;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.html
index e95752e..89ed701 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.html
@@ -14,15 +14,16 @@
 <mat-card class="sql-results-card">
     <mat-card-content class="content-area">
         <div class="divider">
-        <div *ngIf='data.length != 0'>
-            <tree-view [data]="data" [queryId]="queryId"></tree-view>
+        <div *ngIf="isError == false && hideOutput == false">
+            <tree-view [data]="data" [queryId]="queryId" [planFormat]="planFormat" [jsonPlan]="queryOptimizedLogicalPlan" [plan]="optimalLogicalPlan" [planName]="'OPTIMIZED PLAN'" [inputToOutput]="inputToOutput"></tree-view>
         </div>
-        <div *ngIf='queryOptimizedLogicalPlan != ""'>
-            <plan-view [planFormat]="planFormat" [jsonPlan]="queryOptimizedLogicalPlan" [plan]="optimalLogicalPlan" [planName]="'OPTIMIZED PLAN'"></plan-view>
-        </div>
+        <!--
+        Ignore Logical Plan for now...if users want back can add back in. However, current JSON->graph code does not support sub plans
+
         <div *ngIf='queryLogicalPlan != ""'>
             <plan-view [planFormat]="planFormat" [jsonPlan]="queryLogicalPlan" [plan]="logicalPlan" [planName]="'LOGICAL PLAN'"></plan-view>
         </div>
+        -->
         </div>
     </mat-card-content>
-</mat-card>
\ No newline at end of file
+</mat-card>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.scss
index 67431c8..4949ded 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.scss
@@ -13,13 +13,14 @@
 */
 
 $results-spacing-unit: 5px;
+
 .sql-results-card {
+    display: block;
+    margin: 0 0px 0 0px;
+    padding: 0;
     margin: ($results-spacing-unit);
-    display: flex;
-    flex-flow: column;
+    border-radius: 4px;
     width: 100%;
-    padding: 0px;
-    border: none !important;
 }
 
 .content-area {
@@ -31,4 +32,4 @@
 
 .divider {
     width: 100%;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.ts
index 592e9b5..cd0abef 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/output.component.ts
@@ -11,7 +11,7 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */
-import { Component } from '@angular/core';
+import {Component, Input, OnChanges, SimpleChange} from '@angular/core';
 import { Observable } from 'rxjs';
 import { Store } from '@ngrx/store';
 
@@ -24,6 +24,10 @@
 
 
 export class QueryOutputComponent {
+    @Input('inputToOutput') inputToOutput: Object;
+    @Input('isError') isError: boolean;
+    @Input('hideOutput') hideOutput: boolean;
+
     data: any[];
     currentQueryActive$: Observable < any > ;
     currentQueryActive: string;
@@ -37,7 +41,14 @@
     SQLresults: any;
     queryId: any = "";
     observedPlanFormat = "";
+    queryError: boolean;
+    currentQuery: any = 0;
 
+    ngOnChanges(changes: SimpleChange) {
+      this.inputToOutput = this.inputToOutput;
+      this.isError = this.isError;
+      this.hideOutput = this.hideOutput;
+    }
 
     constructor(private store: Store <any>) {
         let key = '1';
@@ -54,7 +65,7 @@
                 this.currentQueryActive = "0";
             }
         })
-        /* this is the output when the quey runs for the first time */
+        /* this is the output when the query runs for the first time */
         this.results$ = this.store.select(s => s.sqlQuery.sqlQueryResultHash);
         this.results$.subscribe((data: any) => {
             if (Object.keys(data).length !== 0 && data[this.currentQueryActive]) {
@@ -104,4 +115,4 @@
               this.data = [];
         }
     }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.html
deleted file mode 100644
index 5aa58d6..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.html
+++ /dev/null
@@ -1,79 +0,0 @@
-<!--/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/-->
-<svg id='node{{level}}{{item}}{{subplan}}{{planName}}' xmlns="http://www.w3.org/2000/svg" xml:lang="en" xmlns:xlink="http://www.w3.org/1999/xlink"
-    width="200px" height="160px" class="plan-node" (click)="seeDetails(viewParams_)">
-    <title>{{details}}</title>
-    <style>
-        @keyframes cycle {
-        33.3% {
-            visibility: visible;
-        }
-        100% {
-            visibility: hidden
-        }
-        }
-
-        .lit {
-        animation: cycle 9s step-start infinite;
-        }
-
-        .red .lit {
-        animation-delay: -3s;
-        }
-
-        .yellow .lit {
-        animation-delay: -6s;
-        }
-
-        .green .lit {
-        animation-delay: 0;
-        }
-
-        .operation-text {
-        font-size: 12px;
-        fill: black;
-        }
-
-        .operation-see-more {
-        font-size: 12px;
-        fill: black;
-        cursor: pointer;
-        }
-
-        .card {
-        cursor: pointer;
-        }
-
-        .card:hover {
-        stroke: blue;
-        }
-
-        .operation-details {
-        visibility: none;
-        transition: opacity 1s ease-in-out;
-        opacity: 0;
-        }
-
-    </style>
-    <text class="operation-text" x="50%" y="50%" text-anchor="middle">{{getNodeOperatorId()}} : {{getNodeName()}}</text>
-</svg>
-
-<div class="branch" *ngIf="node.inputs">
-    <li *ngIf="checkSubPlan()" class="li sub">
-        <plan-node-svg class="sub" [planName]="planName" [node]="node.inputs[item].subplan[0]" [level]="0" [item]="0" [subplan]="level+item+subplan+1"></plan-node-svg>
-    </li>
-    <li class="li" *ngFor="let subNode of node.inputs; let i = index">
-        <plan-node-svg class="" [planName]="planName" [node]="subNode" [level]="level+1" [item]="i" [subplan]="subplan" [viewParams]="viewParams"></plan-node-svg>
-    </li>
-</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.scss
deleted file mode 100644
index f1af051..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.scss
+++ /dev/null
@@ -1,230 +0,0 @@
-/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-//vars
-$page-width: 1000px;
-$padding-base: 12px;
-$padding-sm: 5px;
-$padding-lg: 15px;
-$padding-xl: 25px;
-$font-size-base: 12px;
-$font-size-xs: round($font-size-base * 0.7);
-$font-size-sm: round($font-size-base * 0.9);
-$font-size-lg: round($font-size-base * 1.3);
-$font-size-xl: round($font-size-base * 1.7);
-$font-family-sans-serif: 'noto';
-$font-family-mono: 'source code';
-$line-height-base: 1.3;
-$gray-lightest: #f7f7f7;
-$gray-light: darken($gray-lightest, 10%);
-$gray: darken(#f7f7f7, 30%);
-$gray-dark: darken(#f7f7f7, 50%);
-$gray-darkest: darken($gray-lightest, 70%);
-$blue: #00B5E2;
-$dark-blue: #008CAF;
-$light-blue: #65DDFB;
-$red: #AF2F11;
-$dark-red: #7C210C;
-$light-red: #FB8165;
-$green: #279404;
-$yellow: #F8E400;
-$bg-color: $gray-lightest;
-$text-color: #4d525a;
-$text-color-light: lighten($text-color, 30%);
-$line-color: $gray-light;
-$line-color-light: lighten($gray-light, 10%);
-$link-color: $blue;
-$border-radius-base: 3px;
-$border-radius-lg: 6px;
-$main-color: $blue;
-$main-color-dark: $blue;
-$highlight-color: $blue;
-$highlight-color-dark: $dark-blue;
-$alert-color: #FB4418;
-$connector-height: 20px;
-$connector-line-small: 1px solid darken($line-color, 10%);
-$connector-line-big: 2px solid darken($line-color, 10%);
-.plan-nodea {
-    display: table;
-    position: relative;
-    float: left;
-}
-
-.view-icon {
-    font-size: 14px;
-}
-
-.flex-spacer {
-    flex: 1 1 10%;
-}
-
-.dot {
-    display: flex;
-    flex-flow: column;
-    margin-left: auto;
-    margin-right: auto;
-    padding: 0;
-}
-
-.plan-node {
-    display: flex;
-    flex-flow: column;
-    justify-content: flex-start;
-    color: $text-color;
-    transition: hidden 0.8s;
-    padding: 0px;
-    font-size: 10px;
-    border: 1px solid $line-color;
-    margin: 0px;
-    border-radius: $border-radius-base;
-    width: 200px;
-    height: 60px;
-    box-shadow: 1px 1px 3px 0px rgba(0, 0, 0, 0.1);
-    margin-left: auto;
-    margin-right: auto;
-    padding-left: auto;
-    padding-right: auto;
-    transition: height 0.3s ease-in-out;
-    &:hover {
-        border-color: $highlight-color;
-    }
-}
-
-.plan {
-    list-style: none !important;
-    padding-bottom: $padding-lg * 3;
-    margin-top: 0;
-    padding-top: 0;
-    padding-left: 0;
-
-    .merge {
-        display: flex;
-        flex-flow: column;
-        margin-top: 0 !important;
-        list-style: none;
-        padding-left: 0;
-        color: #00B5E2 !important;
-        border: 1px dashed #00B5E2;
-        justify-content: center;
-        align-items: center;
-    }
-
-    .branch {
-        display: flex;
-        flex-flow: row;
-        margin-top: 0;
-        list-style: none;
-        padding-top: $connector-height;
-        position: relative;
-        transition: all 1s;
-        padding-left: 0;
-        color: black;
-        margin-left: auto;
-        margin-right: auto; // vertical
-        &:before {
-            content: '';
-            position: absolute;
-            top: 0;
-            left: 50%;
-            border-left: $connector-line-small;
-            height: $connector-height;
-            width: 0;
-            color: black;
-            margin-top: 0;
-        }
-        &:first-child {
-            margin-top: 0;
-            &:before {
-                border: none;
-            }
-        }
-        .branch {
-            display: flex;
-            flex-flow: row;
-            margin-top: 0 !important;
-            list-style: none;
-            padding-left: 0;
-        }
-
-        li {
-            display: inline;
-            list-style-type: none;
-            position: relative;
-            padding: $connector-height $padding-sm 0 $padding-sm;
-            transition: all 1s;
-            margin-left: auto;
-            margin-right: auto; // connectors
-            &:before,
-            &:after {
-                content: '';
-                position: absolute;
-                top: 0;
-                right: 50%;
-                border-top: $connector-line-small;
-                width: 50%;
-                height: $connector-height;
-            }
-            &:after {
-                right: auto;
-                left: 50%;
-                border-left: $connector-line-small;
-            }
-            &:only-child {
-                padding-top: 0;
-                &:after,
-                &:before {
-                display: none;
-                }
-            }
-            &:first-child::before,
-            &:last-child::after {
-                border: 0 none;
-            }
-            &:last-child::before {
-                border-right: $connector-line-small;
-                border-radius: 0 $border-radius-lg 0 0;
-            }
-            &:first-child::after {
-                border-radius: $border-radius-lg 0 0 0;
-            }
-        }
-    }
-}
-
-.sub {
-    .plan-node {
-        background-color: rgb(230, 230, 230);
-    }
-}
-
-.viewMe {
-    display: inline-block;
-    position: relative;
-    cursor: pointer;
-}
-
-.node-summary {
-    display: block;
-    margin: 10px 0 10px 0;
-    text-align: left;
-}
-
-.node-details {
-    display: block;
-    text-align: left;
-}
-
-.node-subplan {
-    float: right;
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.ts
deleted file mode 100644
index a8d1987..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-node-svg.component.ts
+++ /dev/null
@@ -1,196 +0,0 @@
-/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-import { Renderer2, ViewEncapsulation, Component, Input } from '@angular/core';
-
-export interface ViewParams {
-    viewMode: string,
-    width: string,
-    height: string,
-    visible: string,
-    display: string,
-    opacity: number,
-    border: string
-}
-
-export const FULL:ViewParams = {
-    viewMode: 'FULL',
-    width: '350px',
-    height: '180px',
-    visible: 'visible',
-    display: 'block',
-    opacity: 1,
-    border: "2px solid #0000FF"
-};
-
-export const NORMAL:ViewParams = {
-    viewMode: 'NORMAL',
-    width: '200px',
-    height: '60px',
-    visible: 'hidden',
-    display: 'none',
-    opacity: 0,
-    border: "none"
-};
-
-@Component({
-    moduleId: module.id,
-    selector: 'plan-node-svg',
-    templateUrl: 'plan-node-svg.component.html',
-    styleUrls: ['plan-node-svg.component.scss'],
-    encapsulation: ViewEncapsulation.None,
-})
-
-export class PlanNodeSVGComponent {
-    @Input() node: any;
-    @Input() level;
-    @Input() item = 0;
-    @Input() subplan = 0;
-    @Input() planName = "";
-    @Input() viewParams;
-
-    details: any;
-    viewParams_: any;
-
-    constructor(private renderer: Renderer2) {}
-
-    numberOfInputs: 0;
-    selected = false;
-
-    ngOnInit() {
-
-        this.viewParams_ = NORMAL;
-
-        /* Some preprocessing to show explanation details */
-        if (this.node.inputs){
-            this.numberOfInputs = this.node.inputs.length;
-        } else {
-            this.numberOfInputs = 0;
-        }
-
-        if (this.node) {
-            let node_=  JSON.parse(JSON.stringify(this.node));
-
-            if (node_.inputs) {
-                delete node_['inputs'];
-            }
-
-            if (node_.subplan) {
-                delete node_['subplan'];
-            }
-
-            if (node_.visible != undefined ) {
-                delete node_['visible'];
-            }
-
-            if (node_.viewDetails != undefined) {
-                delete node_['viewDetails'];
-            }
-
-            if (node_.operator) {
-                delete node_['operator'];
-            }
-
-            if (node_.operatorId) {
-                delete node_['operatorId'];
-            }
-
-            this.details = JSON.stringify(node_, null, 8);
-
-            this.details = this.details.replace(/^{/, '');
-            this.details = this.details.replace(/^\n/, '');
-            this.details = this.details.replace(/}$/, '');
-        }
-    }
-
-    getNodeName() {
-        if(this.node) {
-            if (this.node.operator) {
-                return (this.node.operator).toUpperCase();
-            } else {
-                return "NA";
-            }
-        }
-    }
-
-    getNodeOperatorId() {
-        if(this.node) {
-            if (this.node.operatorId) {
-                return (this.node.operatorId).toUpperCase();
-            } else {
-                return "NA";
-            }
-        }
-    }
-
-    getNodeSubPlan() {
-        if(this.node) {
-            if (this.node['inputs']) {
-                if (this.node['inputs'][this.item]) {
-                    if (this.node['inputs'][this.item]['subplan']) {
-                        return "Subplan";
-                    } else {
-                        return "";
-                    }
-                } else {
-                    return "";
-                }
-            }
-        }
-    }
-
-    seeDetails(me) {
-        // Future Implementation
-    }
-
-    checkSubPlan() {
-        if(this.node) {
-            if (this.node['inputs']) {
-                if (this.node['inputs'][this.item]) {
-                    if (this.node['inputs'][this.item]['subplan']) {
-                        return true;
-                    } else {
-                        return false;
-                    }
-                } else {
-                    return false;
-                }
-            } else {
-                return false;
-            }
-        }
-    }
-
-    checkMerge() {
-        if(this.node) {
-            if (this.node['mergeWith']) {
-                return true;
-            } else {
-                return false;
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.html
deleted file mode 100644
index 6eaee72..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.html
+++ /dev/null
@@ -1,37 +0,0 @@
-<!--/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/ -->
-<div *ngIf="plan_" class="plan-graph" id={{planName}}>
-    <mat-expansion-panel hideToggle [expanded]="true">
-        <mat-expansion-panel-header class="plan-header header-centered-v">
-        <mat-icon>assessment</mat-icon>
-        <mat-panel-title>{{planName}}</mat-panel-title>
-        <mat-panel-description></mat-panel-description>
-        </mat-expansion-panel-header>
-        <mat-panel-description class='content'>
-        <div *ngIf="!jsonButtonDisabled" class='panel'>
-            <button id='jsonButton' mat-button class='button' (click)="showJSON()" matTooltip="Toggle JSON or Graphic View">JSON</button>
-        </div>
-        <div class="divider">
-            <div *ngIf="!jsonVisible" class="plan">
-              <plan-node-svg [planName]="planName" [node]="plan_" [level]="0" [item]="0" [subplan]="0"></plan-node-svg>
-            </div>
-            <div *ngIf="jsonVisible" class="json">
-            <div class='center'>
-                <pre class="json-content">{{jsonPlan}}</pre>
-            </div>
-            </div>
-        </div>
-        </mat-panel-description>
-    </mat-expansion-panel>
-</div>
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.scss
deleted file mode 100644
index 28dd380..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.scss
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-.plan-graph {
-    display: block;
-    margin: 0 0px 0 0px;
-    padding: 0;
-    mat-expansion-panel {
-        border: none !important;
-    }
-}
-
-.panel {
-    display: flex;
-    flex-flow: row;
-    justify-content: flex-start;
-    border-bottom: 1px dashed gray;
-    margin-bottom: 15px;
-}
-
-.plan-header {
-    max-height: 42px;
-    min-height: 42px;
-    font-size: 0.80rem;
-    font-weight: 500;
-    border-bottom: 1px solid gray;
-}
-
-.divider {
-    display: flex;
-    flex-flow: row;
-    align-items: flex-start;
-}
-
-.plan {
-    margin: 0px;
-    padding: 20px;
-    padding-left: 50px;
-    padding-right: 50px;
-    margin-right: auto;
-    margin-left: auto;
-    padding-left: 50px;
-    overflow: visible;
-}
-
-.plan1 {
-    display: flow;
-    flex-flow: row;
-}
-
-.content {
-    margin-top: 20px;
-    display: block;
-    font-size: 0.80rem;
-    font-weight: 500;
-}
-
-.json {
-    //padding: 20px;
-    //padding-right: 50px;
-    //margin-right: 25px;
-    min-width: 100%;
-    max-width: 100%;
-}
-
-.json-content {
-    //border-left: 1px solid gray;
-    padding-left: 25px; //display: inline-block;
-    //margin: auto;
-}
-
-.button {
-    font-size: 12px !important;
-    float: right;
-    color: blue !important;
-    margin-bottom: 15px;
-}
-
-#wrapper {
-    position: relative;
-}
-
-.center {
-    margin-left: auto;
-    margin-right: auto;
-    width: 50%;
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.ts
deleted file mode 100644
index dd0ee6b..0000000
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-view.component.ts
+++ /dev/null
@@ -1,115 +0,0 @@
-import { Component, Input, SimpleChange } from '@angular/core';
-
-export  interface planCount {
-    nodesCnt: number,
-    levelsCnt: number
-}
-
-@Component({
-    selector: 'plan-view',
-    templateUrl: 'plan-view.component.html',
-    styleUrls: ['plan-view.component.scss'],
-})
-
-export class PlanViewComponent {
-
-    @Input() planFormat: any;
-    @Input() plan: any;
-    @Input() planName: any;
-    @Input() jsonPlan: any;
-
-    plan_: any;
-    numberOfLevels: number = 0;
-    numberOfNodes: number = 0;
-    jsonVisible = false;
-    jsonButtonDisabled = false;
-
-    constructor() {}
-
-    ngOnInit() {}
-
-    ngOnChanges() {
-        this.plan_ = this.plan;
-        /* If plan format is JSON analyze and augment for visualization */
-        if (this.planFormat === 'JSON') {
-            let summary : planCount = {nodesCnt:0, levelsCnt:0}
-            summary = this.analyzePlan(this.plan_, summary);
-            this.numberOfLevels = summary.levelsCnt;
-            this.numberOfNodes = summary.nodesCnt;
-            this.jsonVisible = false;
-            this.jsonButtonDisabled = false;
-        } else {
-            this.jsonVisible = true;
-            this.jsonButtonDisabled = true;
-        }
-	}
-
-    /*
-    * See the JSON contents inside of each node
-    */
-    showJSON() {
-        this.jsonVisible = !this.jsonVisible;
-    }
-
-    /*
-    * Check the merge paths, from operation ID
-    */
-    operation = [];
-    checkOperationId(operationId, levelsCnt){
-        console.log('LEVEL:' + levelsCnt + 'OP' + operationId)
-       // console.log(this.operation)
-        if (this.operation.length > 0) {
-            for (let i = 0; i < this.operation.length; i++) {
-                if (this.operation[i] === operationId) {
-                    console.log('found')
-                    console.log('BREAK')
-                    this.operation = [];
-                    return true;
-                }
-            }
-        }
-        this.operation.push(operationId);
-        console.log('not found')
-        return false;
-    }
-
-    /*
-    * Counts the number of nodes/operations in the tree
-    */
-    analyzePlan(plan, planCounter) {
-        planCounter.nodesCnt += 1;
-        planCounter.levelsCnt += 1;
-        let nodes = {}
-        nodes = plan;
-        // augment
-        if (nodes) {
-            nodes['visible'] = true;
-            nodes['viewDetails'] = false;
-            if (nodes['inputs']) {
-                for (let i = 0; i< nodes['inputs'].length; i++)
-                {
-                    planCounter = this.analyzePlan(nodes['inputs'][i], planCounter);
-                }
-            }
-        }
-        return planCounter;
-    }
-
-    /*
-    * See the JSON contents inside of each node, with pre-format
-    * Not used in this version
-    */
-    toggleViewDetails(plan) {
-        let nodes = {}
-        nodes = plan;
-        // augment
-        nodes['visible'] = true;
-        nodes['viewDetails'] = !nodes['viewDetails'];
-        if (nodes['inputs']) {
-            for (let i = 0; i< nodes['inputs'].length; i++)
-            {
-                this.toggleViewDetails(nodes['inputs'][i]);
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.html
new file mode 100644
index 0000000..a131353
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.html
@@ -0,0 +1,184 @@
+<!--/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/ -->
+<div *ngIf="plan_" class="plan-graph" id={{planName}}>
+  <div *ngIf="planFormat=='JSON'" class='panel' #navBar [class.sticky]="sticky" [class.collapsed]="collapsed">
+    <div class="plan-explorer-title">
+      <h2 class="heading-title">Plan Explorer</h2>
+    </div>
+    <div class="orientation">
+      <mat-form-field>
+        <h3 class="heading-title">View:</h3>
+        <mat-select [(ngModel)]="planOrientation" (ngModelChange)="setOrientation($event)">
+          <mat-option *ngFor="let orientation of orientations" [value]="orientation.value">
+            {{orientation.label}}
+          </mat-option>
+        </mat-select>
+      </mat-form-field>
+    </div>
+    <button mat-raised-button class="zoomFit-button other-buttons" (click)="fitGraph()" matTooltip="Zoom out to Fit Whole Plan">Zoom To Fit</button>
+    <h3 class="heading-title">Navigation:</h3>
+    <mat-checkbox class="detailed-checkbox" [checked]="detailed" (change)="setDetail($event.checked)">Detailed</mat-checkbox>
+    <h4 class="heading-title">Node:</h4>
+    <div>
+      <div class="node-nav">
+        <mat-form-field>
+          <mat-select [(ngModel)]="selectedNode" (ngModelChange)="panToNode($event)">
+            <mat-option *ngFor="let node of nodeIdsArr" [value]="node.value">
+              {{node.label}}
+            </mat-option>
+          </mat-select>
+        </mat-form-field>
+        <div class="node-mover">
+          <button mat-icon-button class="inc-dec" (click)="decrementNode()" matTooltip="Move Up a Node" [disabled]="nodeIdx == 0"><mat-icon>keyboard_arrow_up</mat-icon></button>
+          <button mat-icon-button class="inc-dec" (click)="incrementNode()" matTooltip="Move Down a Node" [disabled]="nodeIdx == nodesArr.length - 1"><mat-icon>keyboard_arrow_down</mat-icon></button>
+        </div>
+      </div>
+    </div>
+    <h4 class="heading-title" *ngIf="detailed">Variable:</h4>
+    <div class="variable-nav" *ngIf="detailed">
+      <div class="variable-select-move">
+        <mat-form-field class="variable-select">
+          <mat-label *ngIf="selectedVariableOccurrences == undefined">See Variable Occurrences</mat-label>
+          <mat-label *ngIf="selectedVariableOccurrences">Variable Occurrences ({{this.occurrenceArrayIdx+1}}/{{this.selectedVariableOccurrencesArray.length}})</mat-label>
+          <mat-select [(ngModel)]="selectedVariableOccurrences" (ngModelChange)="setSelectedVariableOccurrences($event)">
+            <mat-option *ngFor="let variable of variables" [value]="variable">
+              {{variable}}
+            </mat-option>
+          </mat-select>
+        </mat-form-field>
+        <div class="node-mover">
+          <button mat-icon-button class="inc-dec" [disabled]="!selectedVariableOccurrences" (click)="decrementOccurrence()" matTooltip="Move Up an Occurrence"><mat-icon>keyboard_arrow_up</mat-icon></button>
+          <button mat-icon-button class="inc-dec" [disabled]="!selectedVariableOccurrences" (click)="incrementOccurrence()" matTooltip="Move Down an Occurrence"><mat-icon>keyboard_arrow_down</mat-icon></button>
+        </div>
+      </div>
+      <div class="declaration-back-btns">
+        <button mat-raised-button class="other-buttons" [disabled]="!selectedVariableOccurrences"(click)="jumpToDeclaration()" matTooltip="Skip to Declaration">DECLARATION</button>
+        <button mat-raised-button class="undo-buttons" matTooltip="Jump back to Previous Node" [disabled]="previousNodeId == undefined" (click)="jumpBack()">BACK</button>
+      </div>
+    </div>
+    <h4 class="heading-title" *ngIf="detailed">Search:</h4>
+    <div class="search" *ngIf="detailed">
+      <div class="search-nav">
+        <mat-form-field>
+          <mat-label *ngIf="!matchesFound">Search</mat-label>
+          <mat-label *ngIf="matchesFound">Matches ({{this.matchIdx+1}}/{{this.searchMatches.length}})</mat-label>
+          <input matInput [(ngModel)]="searchRegex">
+        </mat-form-field>
+        <div class="node-mover">
+          <button mat-icon-button class="inc-dec" [disabled]="!matchesFound" (click)="decrementMatch()" matTooltip="Move up a Match"><mat-icon>keyboard_arrow_up</mat-icon></button>
+          <button mat-icon-button class="inc-dec" [disabled]="!matchesFound" (click)="incrementMatch()" matTooltip="Move down a Match"><mat-icon>keyboard_arrow_down</mat-icon></button>
+        </div>
+      </div>
+      <button class="search-btn" mat-raised-button (click)="onClickSearch()" [disabled]="searchRegex == ''">SEARCH</button>
+    </div>
+    <button class="clear-btn" mat-raised-button (click)="clearSelections()">CLEAR</button>
+  </div>
+  <div class="divider">
+    <div *ngIf="!jsonVisible" class="plan">
+      <ngx-graph
+        layout="dagre"
+        [view]="[850,800]"
+        [showMiniMap]="true"
+        [zoomToFit$]="zoomToFit$"
+        [center$]="center$"
+        [panToNode$]="panToNode$"
+        [enableZoom]="true"
+        [links]="edgesArr"
+        [nodes]="nodesArr"
+        [draggingEnabled]="false"
+        [zoomSpeed]="0.025"
+        [update$]="update$"
+        [layoutSettings]="{
+                orientation: planOrientation,
+                alignment: 'C',
+                nodePadding: 250,
+                rankPadding: 50
+              }">
+        <ng-template #defsTemplate>
+          <svg:marker id="arrow" viewBox="0 -5 10 10" refX="8" refY="0" markerWidth="5" markerHeight="5" orient="auto">
+            <svg:path d="M0,-5L10,0L0,5" class="arrow-head" />
+          </svg:marker>
+        </ng-template>
+
+        <ng-template #nodeTemplate let-node>
+          <svg:g class="node">
+            <svg:rect *ngIf="!node.selected"
+                      [attr.width]="node.dimension.width"
+                      [attr.height]="node.dimension.height"
+                      [attr.rx] = "15"
+                      [attr.fill]="node.color"
+                      fill-opacity="0.2"
+                      stroke="black"
+                      stroke-width="1.5"
+            />
+            <svg:rect *ngIf="node.selected"
+                      [attr.width]="node.dimension.width"
+                      [attr.height]="node.dimension.height"
+                      [attr.rx] = "15"
+                      [attr.fill] = "node.color"
+                      fill-opacity="0.0"
+                      stroke="black"
+                      stroke-width="4.5"
+            />
+            <svg:rect *ngIf="node.selected"
+                      [attr.width]="node.dimension.width"
+                      [attr.height]="node.dimension.height"
+                      [attr.rx] = "15"
+                      [attr.fill]="node.color"
+                      fill-opacity="0.2"
+                      stroke="red"
+                      stroke-width="3"
+            />
+            <svg:text *ngIf="!detailed" dominant-baseline="middle" text-anchor="middle" [attr.y]="node.dimension.height / 2" [attr.x]="node.dimension.width / 2" >
+              {{node.label}}
+            </svg:text>
+
+            <svg:text *ngIf="detailed" alignment-baseline="top" text-anchor="middle">
+              <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+
+              </svg:tspan>
+              <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+                {{node.detailed_label}}
+              </svg:tspan>
+              <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+                {{node.physical_operator}}
+              </svg:tspan>
+              <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+                {{node.execution_mode}}
+              </svg:tspan>
+              <ng-container *ngFor="let details of node.details | keyvalue">
+                <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+                  {{details.value}}
+                </svg:tspan>
+              </ng-container>
+              <svg:tspan [attr.x]="node.dimension.width / 2" dy="1.5em">
+                _
+              </svg:tspan>
+            </svg:text>
+          </svg:g>
+        </ng-template>
+        <ng-template #linkTemplate let-link>
+          <svg:g class="edge">
+            <svg:path class="line" stroke-width="2" marker-end="url(#arrow)"></svg:path>
+          </svg:g>
+        </ng-template>
+      </ngx-graph>
+    </div>
+    <div *ngIf="jsonVisible" class="json">
+      <div class='center'>
+        <pre class="json-content">{{jsonPlan}}</pre>
+      </div>
+    </div>
+  </div>
+</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.scss
new file mode 100644
index 0000000..6c40a68
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.scss
@@ -0,0 +1,231 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+/*
+.plan-graph {
+  display: block;
+  margin: 0 0px 0 0px;
+  padding: 0;
+  width: 100%;
+  mat-expansion-panel {
+    border: none !important;
+  }
+}
+ */
+
+.plan-graph {
+  display: flex;
+  flex-flow: row;
+  margin: 0 0px 0 0px;
+  padding: 0;
+  width: 100%;
+  mat-expansion-panel {
+    border: none !important;
+  }
+}
+
+.panel {
+  order: 2;
+  display: flex;
+  flex-flow: column;
+  justify-content: stretch;
+  align-items: flex-start;
+  border: 1.5px solid grey;
+  border-radius: 15px;
+  margin-left: auto;
+  height: 100%;
+}
+
+.panel > * {
+  margin-left: 10px;
+  margin-right: 10px;
+}
+
+.plan-explorer-title {
+  width: 100%;
+  text-align: center;
+  margin-left: 0px !important;
+  margin-right: 0px !important;
+}
+
+.heading-title {
+  color: blue;
+  margin-bottom: 5px;
+  margin-top: 5px;
+}
+
+.mat-icon-button.inc-dec {
+  width: 25px;
+  height: 25px;
+  line-height: 25px;
+
+  .mat-icon {
+    font-size: 25px;
+    width: 25px;
+    height: 25px;
+    line-height: 25px;
+  }
+}
+
+.plan-header {
+  max-height: 42px;
+  min-height: 42px;
+  font-size: 0.80rem;
+  font-weight: 500;
+  border-bottom: 1px solid gray;
+}
+
+.divider {
+  display: flex;
+  flex-flow: row;
+  align-items: flex-start;
+}
+
+.plan {
+  margin: 0px;
+  padding: 20px;
+  padding-left: 50px;
+  padding-right: 50px;
+  margin-right: auto;
+  margin-left: auto;
+  padding-left: 50px;
+  min-height: 800px;
+  max-height: 1500px;
+  border: 1.5px solid grey;
+  border-radius: 15px;
+}
+
+.variable-nav {
+  display: flex;
+  flex-flow: column;
+}
+
+.declaration-back-btns {
+  display: flex;
+  flex-flow: row;
+  justify-content: space-between;
+}
+
+.variable-select-move {
+  display: flex;
+  flex-flow: row;
+  justify-content: flex-start;
+}
+
+.search-nav {
+  display: flex;
+  flex-flow: row;
+  justify-content: flex-start;
+}
+
+.search {
+  display: flex;
+  flex-flow: column;
+  align-items: flex-start;
+}
+
+.search-btn {
+  align-self: center;
+  width: 100%;
+}
+
+.node-nav {
+  display: flex;
+  flex-float: row;
+}
+
+.node-mover {
+  display: flex;
+  flex-flow: column;
+  overflow: auto;
+}
+
+
+.plan1 {
+  display: flow;
+  flex-flow: row;
+}
+
+.content {
+  margin-top: 20px;
+  display: block;
+  font-size: 0.80rem;
+  font-weight: 500;
+}
+
+.json {
+  //padding: 20px;
+  //padding-right: 50px;
+  //margin-right: 25px;
+  min-width: 100%;
+  max-width: 100%;
+}
+
+.json-content {
+  //border-left: 1px solid gray;
+  padding-left: 25px; //display: inline-block;
+  //margin: auto;
+}
+
+.button {
+  font-size: 12px !important;
+  float: right;
+  color: blue !important;
+  margin-bottom: 15px;
+}
+
+#wrapper {
+  position: relative;
+}
+
+.center {
+  margin-left: auto;
+  margin-right: auto;
+  width: 50%;
+}
+
+.sticky {
+  position: fixed;
+  top: 10px;
+  left: 50%;
+  background-color: white;
+  border: 1px solid grey;
+  border-radius: 5px;
+  width: auto;
+  transform: translateX(-50%);
+}
+
+
+.collapsed {
+  width: auto;
+}
+
+.minimize-btn {
+  align-self: flex-start;
+}
+
+.clear-btn {
+  margin-top: 10px;
+  margin-bottom: 10px;
+  align-self: center;
+}
+
+.orientation {
+  display: flex;
+  flex-flow: column;
+}
+
+.zoomFit-button {
+  align-self: center;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.ts
new file mode 100644
index 0000000..4dcee8a
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/plan-viewer.component.ts
@@ -0,0 +1,681 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import {Component, Input, SimpleChange, HostListener, ViewChild, ElementRef} from '@angular/core';
+import { Subject } from "rxjs";
+
+export  interface planCount {
+  nodesCnt: number,
+  levelsCnt: number
+}
+
+@Component({
+  selector: 'plan-viewer',
+  templateUrl: 'plan-viewer.component.html',
+  styleUrls: ['plan-viewer.component.scss'],
+})
+
+export class PlanViewerComponent {
+
+  @Input() planFormat: any;
+  @Input() plan: any;
+  @Input() planName: any;
+  @Input() jsonPlan: any;
+
+  plan_: any;
+  jsonVisible = false;
+  detailed: boolean = false;
+  nodesArr: any[];
+  nodeIdsArr: any[] = [];
+  ids: any[] = [];
+  edgesArr: any[];
+
+  //search variables
+  flatJSONGraph: any = {};
+  searchRegex: string = "";
+  searchMatches: any[] = [];
+  matchesFound: boolean = false;
+  matchIdx: number = 0;
+
+  //variables for ngx-graph
+  zoomToFit$: Subject<boolean> = new Subject();
+  center$: Subject<boolean> = new Subject();
+  update$: Subject<boolean> = new Subject();
+  panToNode$: Subject<any> = new Subject();
+
+  //drop down variables
+  planOrientation = "BT";
+  selectedNode = "n11";
+
+  previousNodeId: any;
+  previouseOccurrenceArrayIdx: number;
+
+  selectedVariableOccurrences: any;
+  selectedVariableOccurrencesArray: any[];
+  occurrenceArrayIdx: number = 0;
+
+  nodeIdx = 0;
+  orientations: any[] = [
+    {
+      label: "Bottom to Top",
+      value: "BT"
+    },
+    {
+      label: "Top to Bottom",
+      value: "TB"
+    }
+    /*
+    Left to Right or Right to Left do not look right yet
+
+    {
+      label: "Left to Right",
+      value: "LR"
+    },
+    {
+      label: "Right to Left",
+      value: "RL"
+    }
+    */
+  ];
+
+  colors = [
+    "#00ff00",
+    "#0000ff",
+    "#ffff00",
+    "#8b008b",
+    "#ffa500",
+    "#ee82ee",
+    "#ff0000",
+    "#9acd32",
+    "#20b2aa",
+    "#00fa9a",
+    "#db7093",
+    "#eee8aa",
+    "#6495ed",
+    "#ff1493",
+    "#ffa07a",
+    "#2f4f4f",
+    "#8b4513",
+    "#006400",
+    "#808000",
+    "#483d8b",
+    "#000080"
+  ]
+
+  coloredNodes: any = {};
+
+  variablesOccurrences: any = {};
+  variablesDeclarations: any = {};
+  variables: any[];
+
+  constructor() {}
+
+  ngOnInit() {}
+
+  ngAfterViewInit() {
+  }
+
+  ngOnChanges() {
+    this.plan_ = this.plan;
+
+    /* If plan format is JSON analyze and augment for visualization */
+    if (this.planFormat === 'JSON') {
+      //clear previous plans results
+      this.nodesArr = [];
+      this.edgesArr = [];
+      this.nodeIdsArr = [];
+      this.ids = [];
+      this.selectedNode = 'n11';
+
+      this.previousNodeId = undefined;
+      this.previouseOccurrenceArrayIdx = undefined;
+
+      this.selectedVariableOccurrences = undefined;
+      this.selectedVariableOccurrencesArray = undefined;
+      this.occurrenceArrayIdx = 0;
+
+      this.nodeIdx = 0;
+
+      this.coloredNodes = {};
+
+      this.variablesOccurrences = {};
+      this.variablesDeclarations = {};
+      this.variables = undefined;
+
+      this.searchRegex = "";
+      this.searchMatches = [];
+      this.matchesFound = false;
+      this.matchIdx = 0;
+
+      let nodesSet = new Set();
+      let edgesSet = new Set();
+
+      let recurseResults = this.createLinksEdgesArray(this.plan_, this.nodesArr, this.edgesArr, nodesSet, edgesSet);
+
+      this.nodesArr = recurseResults[0];
+      this.edgesArr = recurseResults[1];
+
+      this.variables = Object.keys(this.variablesOccurrences);
+
+      //get declarations from variableOccurrences
+      for (let variable of this.variables) {
+        //extract first occurrence of variable (last because we parse from bottom->down)
+        this.variablesDeclarations[variable] = this.variablesOccurrences[variable][this.variablesOccurrences[variable].length-1];
+      }
+
+      this.jsonVisible = false;
+    } else {
+      this.jsonVisible = true;
+    }
+  }
+
+  /*
+  Function that makes the entire graph to fit the view
+   */
+  fitGraph() {
+    this.zoomToFit$.next(true);
+    this.center$.next(true);
+  }
+
+  /*
+  * Create links array and edges array for NgxGraphModule
+   */
+  createLinksEdgesArray(plan, nodesArr, edgesArr, nodesSet, edgesSet) {
+    let nodes = {};
+    nodes = plan;
+
+    let nodeToAdd = {};
+
+    if (nodes) {
+      if (!nodesSet.has(nodes['operatorId'])) {
+        nodesSet.add(nodes['operatorId']);
+        nodeToAdd['id'] = "n" + nodes['operatorId'];
+        nodeToAdd['id'] = nodeToAdd['id'].replace(/\./g, '');
+
+        //read variables and expressions from node and add to this.nodeOccurrences
+        this.storeVariablesExpressions(nodes, nodeToAdd['id']);
+
+        this.flatJSONGraph[nodeToAdd['id']] = "";
+
+        //logic for label
+        nodeToAdd['label'] = nodes['operatorId'] + " : " + nodes['operator'];
+
+        nodeToAdd['detailed_label'] = nodes['operatorId'] + " : " + nodes['operator'];
+        nodeToAdd['physical_operator'] = nodes['physical-operator'];
+        nodeToAdd['execution_mode'] = "[" + nodes['execution-mode'] + "]"
+
+        nodeToAdd["details"] = {};
+
+        nodeToAdd['selected'] = false;
+        nodeToAdd['operator'] = nodes['operator'];
+
+        //case for having both expressions and variables
+        if (nodes['expressions'] && nodes['variables']) {
+          nodeToAdd['detailed_label'] += `${this.variableExpressionStringify(nodes['expressions'])} <- ${this.variableExpressionStringify(nodes['variables'])}`;
+        }
+        //case for having only expressions
+        if (nodes['expressions'] && nodes['variables'] == undefined) {
+          nodeToAdd['detailed_label'] += this.variableExpressionStringify(nodes['expressions']);
+        }
+
+        //case for having only variables
+        if (nodes['variables'] && nodes['expressions'] == undefined) {
+          //if data scan, different
+          if (nodes['data-source']) {
+            nodeToAdd['details']['data-scan'] = `[]<-${this.variableExpressionStringify(nodes['variables'])}<-${nodes['data-source']}`;
+          }
+          //else
+          else
+            nodeToAdd['detailed_label'] += `(${this.variableExpressionStringify(nodes['variables'])})`;
+        }
+
+        //limit value
+        if (nodes['value']) {
+          nodeToAdd['detailed_label'] += ` ${nodes['value']}`;
+        }
+
+        //group by operator group-by list
+        if (nodes['group-by-list'])
+          nodeToAdd['details']['group_by_list'] = `group by ([${this.groupByListStringify(nodes['group-by-list'])}])`;
+
+        //group by operator decor-list
+        if (nodes['decor-list'])
+          nodeToAdd['details']['decor_list'] = `decor ([${this.groupByListStringify(nodes['decor-list'])}])`;
+
+        //join operator condition
+        if (nodes['condition']) {
+          nodeToAdd['details']['condition'] = `join condition (${nodes['condition']})`;
+        }
+
+        let nodeDropDown = {};
+        nodeDropDown['label'] = nodeToAdd['label'];
+        nodeDropDown['value'] = nodeToAdd['id'];
+        this.nodeIdsArr.push(nodeDropDown);
+
+        for (let val of Object.values(nodeToAdd)) {
+          this.flatJSONGraph[nodeToAdd['id']] += String(val).toLowerCase() + " ";
+        }
+
+        //Dynamic node coloring
+        if (nodeToAdd['operator'] in this.coloredNodes) {
+          nodeToAdd['color'] = this.coloredNodes[nodeToAdd['operator']];
+        } else {
+          if (this.colors.length > 1) {
+            let nodeColor = this.colors[0];
+            this.colors.splice(0, 1);
+            nodeToAdd['color'] = nodeColor;
+
+            this.coloredNodes[nodeToAdd['operator']] = nodeColor;
+          } else {
+            let nodeColor = "#ffffff";
+            nodeToAdd['color'] = nodeColor;
+
+            this.coloredNodes[nodeToAdd['operator']] = nodeColor;
+          }
+        }
+
+        this.ids.push(nodeToAdd['id']);
+
+        nodesArr.push(nodeToAdd);
+      }
+
+      if (nodes['inputs']) {
+        for (let i = 0; i < nodes['inputs'].length; i++) {
+          let edge = nodes['operatorId'].slice() + "to" + nodes['inputs'][i]['operatorId'].slice();
+          edge = edge.replace(/\./g, '');
+
+          if (!edgesSet.has(edge)) {
+            edgesSet.add(edge);
+
+            //create the edge
+            let edgeToAdd = {};
+
+            edgeToAdd['id'] = "e" + edge;
+            edgeToAdd['source'] = "n" + nodes['inputs'][i]['operatorId'];
+            edgeToAdd['source'] = edgeToAdd['source'].replace(/\./g, '');
+            edgeToAdd['target'] = "n" + nodes['operatorId'];
+            edgeToAdd['target'] = edgeToAdd['target'].replace(/\./g, '');
+
+            edgesArr.push(Object.assign(edgeToAdd, {}));
+          }
+
+
+          let recurseResult = this.createLinksEdgesArray(nodes['inputs'][i], nodesArr, edgesArr, nodesSet, edgesSet);
+
+          nodesArr = recurseResult[0];
+          edgesArr = recurseResult[1];
+          nodesSet = recurseResult[2];
+          edgesSet = recurseResult[3];
+
+        }
+      }
+    }
+
+    return [nodesArr, edgesArr, nodesSet, edgesSet];
+  }
+
+  /*
+  * Extracts variables and expressions and stores occurences in this.variablesOccurrences
+   */
+  storeVariablesExpressions(node, id) {
+    if (node['expressions']) {
+      if (node['operator'] == 'assign') {
+        for (let expression of node['expressions']) {
+          let matches = expression.match(/\$\$.*?(?=,|\])/g)
+
+          if (matches) {
+            for (let match of matches) {
+              this.addVariableExpression(match, id);
+            }
+          }
+        }
+      } else {
+        for (let expression of node['expressions']) {
+          this.addVariableExpression(expression, id);
+        }
+      }
+    }
+    if (node['variables']) {
+      for (let variable of node['variables']) {
+        this.addVariableExpression(variable, id);
+      }
+    }
+    if (node['group-by-list']) {
+      for (let item of node['group-by-list']) {
+        this.addVariableExpression(item.variable, id);
+        this.addVariableExpression(item.expression, id);
+      }
+    }
+    if (node['decor-list']) {
+      for (let item of node['decor-list']) {
+        this.addVariableExpression(item.variable, id);
+        this.addVariableExpression(item.expression, id);
+      }
+    }
+    if (node['condition'] || node['operator'] == 'exchange') {
+      //does this for joins or exchanges (HASH_PARTITION_EXCHANGE contains variables/expressions)
+      //regex extracts variables / expressions ($$ match until a ',' ']', or '('
+      let matches = node['physical-operator'].match(/\$\$.*?(?=,|\]|\()/g)
+
+      if (matches) {
+        for (let match of matches) {
+          this.addVariableExpression(match, id);
+        }
+      }
+    }
+  }
+
+  /*
+  * Helper function that creates a set if var/exp not in this.variableOccurrences, then stores the id of the node
+   */
+  addVariableExpression(varExp, id) {
+    if (!(varExp in this.variablesOccurrences)) {
+      this.variablesOccurrences[varExp] = [];
+    }
+    if (!(this.variablesOccurrences[varExp].includes(varExp)))
+      this.variablesOccurrences[varExp].push(id);
+  }
+
+  /*
+  * Conducts the string match in query plan viewer
+   */
+  onClickSearch() {
+    if (this.searchRegex != "") {
+      this.searchMatches = [];
+
+      for (let searchId in this.flatJSONGraph) {
+        if (this.flatJSONGraph[searchId].includes(String(this.searchRegex).toLowerCase())) {
+          this.searchMatches.push(searchId);
+        }
+      }
+
+      if (this.searchMatches.length > 0) {
+        //matches found
+        this.matchesFound = true;
+        this.matchIdx = 0;
+
+        let currentIdx = this.ids.indexOf(this.selectedNode);
+        let nextIdx = this.ids.indexOf(this.searchMatches[this.matchIdx]);
+
+        this.nodesArr[currentIdx]['selected'] = false;
+        this.nodesArr[nextIdx]['selected'] = true;
+
+        this.panToNode(this.ids[nextIdx]);
+        this.nodeIdx = nextIdx;
+      }
+    }
+  }
+
+  /*
+  * Function that resets all the navigation variables
+   */
+  clearSelections() {
+    //clear main selection variables
+    this.nodeIdx = 0;
+    this.selectedNode = "n11";
+
+    //clear variable occurrences variables
+    this.selectedVariableOccurrences = undefined;
+    this.selectedVariableOccurrencesArray = [];
+    this.occurrenceArrayIdx = 0;
+
+    //clear search variables
+    this.searchRegex = "";
+    this.searchMatches = [];
+    this.matchesFound = false;
+    this.matchIdx = 0;
+
+    for (let node of this.nodesArr) {
+      node['selected'] = false;
+    }
+
+    this.panToNode(this.selectedNode);
+  }
+
+  /*
+  * Select variable from variable occurrences drop down
+   */
+  setSelectedVariableOccurrences(variable) {
+    this.selectedVariableOccurrences = variable;
+
+    //set the array
+    this.selectedVariableOccurrencesArray = this.variablesOccurrences[this.selectedVariableOccurrences];
+
+    //set the selected node to the first in the array
+    this.panToNode(this.selectedVariableOccurrencesArray[0]);
+    this.occurrenceArrayIdx = 0;
+  }
+
+  /*
+  * Jumps to selected variable's declaration (first occurrence in a DFS)
+   */
+  jumpToDeclaration() {
+    this.previousNodeId = this.selectedNode;
+    this.previouseOccurrenceArrayIdx = this.occurrenceArrayIdx;
+
+    this.panToNode(this.variablesDeclarations[this.selectedVariableOccurrences])
+
+    this.occurrenceArrayIdx = this.selectedVariableOccurrencesArray.length - 1;
+  }
+
+  /*
+  * Jump back to previous node after a call to jumpToDeclaration()
+   */
+  jumpBack() {
+    this.panToNode(this.previousNodeId);
+
+    this.occurrenceArrayIdx = this.previouseOccurrenceArrayIdx;
+
+    this.previousNodeId = undefined;
+    this.previouseOccurrenceArrayIdx = undefined;
+  }
+
+  /*
+  * Sets the orientation of the graph (top to bottom, left to right, etc.)
+   */
+  setOrientation(orientation: string): void {
+    this.planOrientation = orientation;
+    this.update$.next(true);
+  }
+
+  setDetail(checked: boolean) {
+    this.detailed = checked;
+    this.update$.next(true);
+  }
+
+  /*
+  * Pans to node in the graph. Jumps to specified node and updates selection variables
+   */
+  panToNode(id: any) {
+    this.selectedNode = id;
+
+    this.nodesArr[this.nodeIdx]['selected'] = false;
+
+    let nodeIdx = this.nodesArr.map(function(e) { return e.id}).indexOf(id);
+    this.nodeIdx = nodeIdx;
+    this.nodesArr[nodeIdx]['selected'] = true;
+
+    this.panToNode$.next(id);
+    this.update$.next(true);
+  }
+
+  /*
+  * Increments current node in graph (going "down" the graph in a DFS)
+   */
+  incrementNode() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+    if (currentIdx + 1 < this.nodesArr.length) {
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[currentIdx + 1]['selected'] = true;
+      this.panToNode(this.ids[currentIdx + 1]);
+      this.nodeIdx = currentIdx + 1;
+    }
+  }
+
+  /*
+  * Decrements current node in graph (going "up" the graph in a DFS)
+   */
+  decrementNode() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+
+    if (currentIdx - 1 >= 0) {
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[currentIdx-1]['selected'] = true;
+      this.panToNode(this.ids[currentIdx - 1]);
+      this.nodeIdx = currentIdx - 1;
+    }
+  }
+
+  /*
+  * Increments current node but in occurrence (Jumping to the next occurrence of the selected variable)
+   */
+  incrementOccurrence() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+    if (this.occurrenceArrayIdx + 1 < this.selectedVariableOccurrencesArray.length) {
+      let nextIdx = this.ids.indexOf(this.selectedVariableOccurrencesArray[this.occurrenceArrayIdx + 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.occurrenceArrayIdx += 1;
+    } else {
+      //wrap around to first item
+      let nextIdx = this.ids.indexOf(this.selectedVariableOccurrencesArray[0]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.occurrenceArrayIdx = 0;
+    }
+  }
+
+  /*
+  * Decrements current node but in occurrence (Jumping to the previous occurrence of the selected variable)
+   */
+  decrementOccurrence() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+    if (this.occurrenceArrayIdx - 1 >= 0) {
+      let nextIdx = this.ids.indexOf(this.selectedVariableOccurrencesArray[this.occurrenceArrayIdx - 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.occurrenceArrayIdx -= 1;
+    } else {
+      //wrap around to last item
+      let nextIdx = this.ids.indexOf(this.selectedVariableOccurrencesArray[this.selectedVariableOccurrencesArray.length - 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.occurrenceArrayIdx = this.selectedVariableOccurrencesArray.length - 1;
+    }
+  }
+
+  /*
+  * Increments current node but in search match (Jumping to the next occurrence of the search results)
+   */
+  incrementMatch() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+    if (this.matchIdx + 1 < this.searchMatches.length) {
+      let nextIdx = this.ids.indexOf(this.searchMatches[this.matchIdx + 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.matchIdx += 1;
+    } else {
+      //wrap around to first item
+      let nextIdx = this.ids.indexOf(this.searchMatches[0]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.matchIdx = 0;
+    }
+  }
+
+  /*
+  * Decrements current node but in search match (Jumping to the previous occurrence of the search results)
+   */
+  decrementMatch() {
+    let currentIdx = this.ids.indexOf(this.selectedNode);
+    if (this.matchIdx - 1 >= 0) {
+      let nextIdx = this.ids.indexOf(this.searchMatches[this.matchIdx - 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.matchIdx -= 1;
+    } else {
+      //wrap around to last item
+      let nextIdx = this.ids.indexOf(this.searchMatches[this.searchMatches.length - 1]);
+
+      this.nodesArr[currentIdx]['selected'] = false;
+      this.nodesArr[nextIdx]['selected'] = true;
+
+      this.panToNode(this.ids[nextIdx]);
+      this.nodeIdx = nextIdx;
+      this.matchIdx = this.searchMatches.length - 1;
+    }
+  }
+
+  /*
+  * Function takes in array of objects and stringifies
+   */
+  groupByListStringify(variables: any[]) {
+    let buildString = "";
+
+    let listSize = variables.length;
+    let counter = 0;
+
+    for (let variable of variables) {
+      if (counter < listSize - 1) {
+        buildString += variable['variable'] + " := " + variable['expression'] + "; ";
+      } else {
+        buildString += variable['variable'] + " := " + variable['expression'];
+      }
+
+      counter++;
+    }
+
+    return buildString;
+  }
+
+  /*
+  * Function that stringifys variables / objects array
+   */
+  variableExpressionStringify(arr: any[]) {
+    if (arr.length == 1) {
+      return "[" + arr[0] + "]";
+    } else {
+      return "[" + arr.toString() + "]";
+    }
+  }
+}
+
+
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.html
index a2e0d3e..ad40a2f 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.html
@@ -11,12 +11,14 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */ -->
+
 <div class="query-container">
-    <div class="content">
-        <awc-query class="input-card"></awc-query>
-        <awc-results class="output-card"></awc-results>
-    </div>
-    <div *ngIf="visible" class="drawer">
-        <awc-metadata></awc-metadata>
-    </div>
-</div>
\ No newline at end of file
+  <div class="content">
+    <awc-query (inputToOutputEmitter)="sendInputToOutput($event)" (isErrorEmitter)="sendIsError($event)" (hideOutputEmitter)="sendHideOutput($event)" class="input-card"></awc-query>
+    <awc-results [inputToOutput]="inputToOutput" [isError]="isError" [hideOutput]="hideOutput" class="output-card"></awc-results>
+  </div>
+  <div *ngIf="visible" class="drawer">
+    <awc-metadata></awc-metadata>
+  </div>
+</div>
+
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.scss
index 137721e..cdc901b 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.scss
@@ -33,7 +33,10 @@
 }
 
 .content {
+    display: flex;
+    flex-flow: column;
     width: 100%;
+    overflow: auto;
 }
 
 .query-card {
@@ -52,4 +55,4 @@
     width: 100%;
     margin: 0;
     padding: 0;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.ts
index aff5e50..236a5ae 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/query-container.component.ts
@@ -28,18 +28,29 @@
 
 export class QueryContainerComponent implements AfterViewInit {
     sideMenuVisible$: Observable<any>;
-    visible = false;
+    visible = true;
+    inputToOutput: Object;
+    isError: boolean;
+    hideOutput: boolean;
 
     constructor(private store: Store<any>) {}
 
     ngAfterViewInit() {
         this.sideMenuVisible$ = this.store.select(s => s.app.sideMenuVisible);
         this.sideMenuVisible$.subscribe((data: any) => {
-            if (data === true) {
-                this.visible = true;
-            } else {
-                this.visible = false;
-            }
+          this.visible = true;
         })
     }
-}
\ No newline at end of file
+
+    sendInputToOutput(inputToOutputData) {
+      this.inputToOutput = inputToOutputData;
+    }
+
+    sendIsError(isErrorData) {
+      this.isError = isErrorData;
+    }
+
+    sendHideOutput(hideOutputData) {
+      this.hideOutput = hideOutputData;
+    }
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.html b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.html
index b037a11..0fbf6f6 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.html
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.html
@@ -14,22 +14,24 @@
 <div id='top' *ngIf='treeData' class='tree-card'>
     <mat-expansion-panel hideToggle [expanded]="true">
         <mat-expansion-panel-header class='header header-centered-v'>
-            <mat-panel-title>OUTPUT DATA</mat-panel-title>
+            <mat-panel-title>QUERY OUTPUT</mat-panel-title>
             <mat-icon>format_list_numbered_rtl</mat-icon>
         </mat-expansion-panel-header>
         <mat-panel-description class='content'>
             <div class='panel'>
-                <!--<span class='summary' >Items: {{metrics.resultCount}} Size: {{metrics.resultSizeKb}} Kb</span>-->
-                <mat-paginator [showFirstLastButtons]="true" [length]='metrics.resultCount' [pageSize]='pagedefaults.pageSize' [pageSizeOptions]='pageSizeOptions' (page)='showResults($event, false)'>
-                    </mat-paginator>
                 <span class='options'>
-                    <button mat-button class='button' (click)='dataExpand()' [disabled]= 'checkView()' matTooltip="Expand Data"><mat-icon>add_circle</mat-icon></button>
-                    <button mat-button class='button' (click)='dataCollapse()' [disabled]= 'checkView()' matTooltip="Collapse Data"><mat-icon>remove_circle_outline</mat-icon></button>
-                    <button mat-button class='button button-json' (click)='showTable()' matTooltip="Show Table View">TABLE</button>
-                    <button mat-button class='button button-json' (click)='showTree()' matTooltip="Show Tree View">TREE</button>
-                    <button mat-button class='button button-json' (click)='showJSON()' matTooltip="Show JSON View">JSON</button>
-                    <button id='export' mat-button class='button' (click)='exportToText()' matTooltip="Export JSON file to Computer">EXPORT</button>
+                    <button mat-button *ngIf="isCSV == false;" [ngClass]="this.jsonVisible === true ? 'button button-json selected' : 'button button-json'" (click)='showJSON()' matTooltip="Show JSON View">JSON</button>
+                    <button mat-button *ngIf="isCSV == false;" [ngClass]="this.jsonlVisible === true ? 'button button-json selected' : 'button button-json'" (click)='showJSONL()' matTooltip="Show JSONL View">JSONL</button>
+                    <button mat-button [ngClass]="this.tableVisible === true ? 'button button-json selected' : 'button button-json'" (click)='showTable()' matTooltip="Show Table View">TABLE</button>
+                    <button mat-button *ngIf="isCSV == false;" [ngClass]="this.treeVisible === true ? 'button button-json selected' : 'button button-json'" (click)='showTree()' matTooltip="Show Tree View">TREE</button>
+
+                    <button mat-button [ngClass]="this.planVisible === true ? 'button button-json selected' : 'button button-json'" (click)='showPlan()' matTooltip="Show Plan Viewer">PLAN</button>
+
+                    <button *ngIf="isCSV" mat-button class='button export' (click)='openJSONExportPicker()' matTooltip="Export CSV file to Computer">EXPORT</button>
+                    <button *ngIf="isCSV == false" mat-button class='button export' (click)='openJSONExportPicker()' matTooltip="Export JSON/JSONL file to Computer">EXPORT</button>
                 </span>
+                <mat-paginator *ngIf="this.planVisible === false" [showFirstLastButtons]="true" [length]='metrics.resultCount' [pageSize]='pagedefaults.pageSize' [pageSizeOptions]='pageSizeOptions' (page)='showResults($event, false)'>
+                </mat-paginator>
             </div>
             <div *ngIf='treeVisible' class='navi-data' class='navi-data'>
                 <mat-icon class='navi-path'>link</mat-icon>
@@ -37,7 +39,7 @@
             </div>
             <div class='divider'>
                 <div *ngIf='tableVisible'>
-                    <table mat-table [dataSource]="dataSource" class='items-table table-responsive'>
+                    <table mat-table *ngIf='dataSource' [dataSource]="dataSource" class='items-table table-responsive'>
                         <ng-container matColumnDef="{{col}}" *ngFor="let col of displayedColumns">
                             <th mat-header-cell *matHeaderCellDef class='cell'>{{col}}</th>
                             <td mat-cell *matCellDef="let element"class='cell' >{{element[col]}}</td>
@@ -52,6 +54,12 @@
                 <div *ngIf='jsonVisible' class='json'>
                     <pre>{{jsonData}}</pre>
                 </div>
+                <div *ngIf="planVisible" class="plan">
+                  <plan-viewer [planFormat]="planFormat" [jsonPlan]="jsonPlan" [plan]="plan" [planName]="planName"></plan-viewer>
+                </div>
+                <div *ngIf="jsonlVisible" class="json">
+                  <pre>{{jsonlData}}</pre>
+                </div>
                 <div id='bottom'></div>
             </div>
             <button *ngIf='showGoTop' mat-fab color='primary' class='button back-button' (click)='gotoTop()'>
@@ -59,4 +67,4 @@
             </button>
         </mat-panel-description>
     </mat-expansion-panel>
-</div>
\ No newline at end of file
+</div>
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.scss b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.scss
index 5c2546f..6cc1283 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.scss
@@ -23,6 +23,7 @@
     display: flex;
     flex-flow: row;
     align-items: center;
+    justify-content: space-between;
     font-size: 12px;
     padding-top: 15px;
     border-bottom: 1px dashed gray;
@@ -53,6 +54,7 @@
     border: 1px dashed gainsboro;
     padding: 20px;
     overflow: auto;
+    min-width: 0;
 }
 
 .content {
@@ -82,6 +84,10 @@
     color: blue !important;
 }
 
+.selected {
+    border: 2px solid blue !important;
+}
+
 .navi-data {
     display: flex;
     flex-flow: row;
@@ -110,6 +116,10 @@
     font-size: 14px;
 }
 
+.export {
+  align-self: flex-end !important;
+}
+
 .summary {
     float: left;
     margin-right: 15px;
@@ -169,4 +179,12 @@
         overflow: hidden;
         vertical-align: middle;
     }
-}
\ No newline at end of file
+}
+
+.plan {
+  width: 100%;
+}
+
+.plan-new-tab {
+  margin-left: auto;
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.ts b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.ts
index f1437d9..5309991 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/dashboard/query/tree-view.component.ts
@@ -11,11 +11,17 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */
-import { Component, Input, NgZone, SimpleChange, ViewChild } from '@angular/core';
-import { MatTableDataSource } from '@angular/material/table';
+import { Component, Input, NgZone, SimpleChange, ViewChild, Inject } from '@angular/core';
+import {MatDialog, MatDialogRef, MAT_DIALOG_DATA} from '@angular/material/dialog';
+import {MatFooterCell, MatTableDataSource} from '@angular/material/table';
 import { saveAs } from 'file-saver';
 import * as cloneDeep from 'lodash/cloneDeep';
 
+export interface DialogData {
+  exportFormat: string;
+  fileName: string;
+}
+
 @Component({
     selector: 'tree-view',
     templateUrl: 'tree-view.component.html',
@@ -25,11 +31,26 @@
 export class TreeViewComponent {
     @Input() data: any;
     @Input() queryId: any;
+    @Input() planFormat: any;
+    @Input() plan: any;
+    @Input() planName: any;
+    @Input() jsonPlan: any;
+    @Input() inputToOutput: Object;
 
-    jsonVisible: any = false;
-    tableVisible: any = true;
+    isExplain: boolean = false;
+    outputFormat: string = 'json';
+    isCSV: boolean = false;
+    hasHeader: boolean = false;
+    exportFormat: string = 'json';
+    exportFileName: string = 'asterixdb-query-results';
+
+    jsonVisible: any = true;
+    jsonlVisible: any = true;
+    tableVisible: any = false;
     treeVisible: any = false;
+    planVisible: any = false;
     jsonData: any;
+    jsonlData: any;
     jsonPath_: any = ': < JSON PATH >';
     rawData: any;
     treeData: any;
@@ -54,7 +75,7 @@
 
     private eventOptions: boolean|{capture?: boolean, passive?: boolean};
 
-    constructor( private ngZone: NgZone) {}
+    constructor( private ngZone: NgZone, public dialog: MatDialog) {}
 
     ngOnInit() {
         this.ngZone.runOutsideAngular(() => {
@@ -63,9 +84,50 @@
     }
 
     ngOnChanges(changes: SimpleChange) {
-        this.rawData = this.data['results'];
-        if (this.rawData) {
-            this.showResults(this.pagedefaults, this.EXPANDED);
+        if (this.inputToOutput) {
+            this.jsonVisible = true;
+            this.jsonlVisible = false;
+            this.planVisible = false;
+            this.tableVisible = false;
+            this.treeVisible = false;
+            this.viewMode = 'JSON';
+
+            this.isExplain = this.inputToOutput['isExplain'];
+            this.outputFormat = this.inputToOutput['outputFormat'];
+
+            if (this.outputFormat == 'CSV_header') {
+              this.hasHeader = true;
+              this.outputFormat = 'CSV';
+            }
+
+            if (this.outputFormat == 'CSV' && !this.isExplain) {
+              this.exportFileName = 'asterixdb-query-results';
+              this.exportFormat = 'csv'
+              this.isCSV = true;
+              this.jsonVisible = false;
+              this.tableVisible = true;
+              this.viewMode = "TABLE";
+            }
+
+            if (this.data.length == 0) {
+              //case where 0 objects are returned
+              this.rawData = [];
+              this.showResults(this.pagedefaults, this.EXPANDED);
+            } else {
+              this.rawData = this.data['results'];
+              if (this.rawData) {
+                this.showResults(this.pagedefaults, this.EXPANDED);
+              }
+            }
+
+            if (this.isExplain) {
+              this.jsonVisible = false;
+              this.jsonlVisible = false;
+              this.planVisible = true;
+              this.tableVisible = false;
+              this.treeVisible = false;
+              this.viewMode = "PLAN";
+            }
         }
     }
 
@@ -81,27 +143,50 @@
     showResults(range, expanded) {
         this.currentRange = range;
         this.currentIndex = this.currentRange.pageIndex;
-        this.treeData = this.rawData.filter(this.filter, this.currentRange);
-        // Build the dynamic table column names
-        // Flat the results to display in a table
-        this.BuildTableFlatData(this.treeData);
 
-        if (this.treeData.length > 0) {
+        if (this.rawData.length > 0) {
+          this.treeData = this.rawData.filter(this.filter, this.currentRange);
+          // Build the dynamic table column names
+          // Flat the results to display in a table
+          this.BuildTableFlatData(this.treeData);
+
+          if (this.treeData.length > 0) {
             this.metrics = this.data['metrics'];
             this.metrics['resultSizeKb'] = (this.metrics.resultSize/1024).toFixed(2);
             var myData_ = [];
             for (let i = 0; i < this.treeData.length; i++) {
-                // mat-paginator start counting from 1, thats why the i+1 trick
-                myData_.push(this.generateTree(this.treeData[i], '/', {}, (this.currentRange.pageSize * this.currentRange.pageIndex) + (i + 1), 0, expanded));
+              // mat-paginator start counting from 1, thats why the i+1 trick
+              myData_.push(this.generateTree(this.treeData[i], '/', {}, (this.currentRange.pageSize * this.currentRange.pageIndex) + (i + 1), 0, expanded));
             }
 
             this.treeData_ = myData_;
             /* Prepare the JSON view */
             this.jsonData = JSON.stringify(this.treeData, null, 8)
-        } else {
+            this.jsonlData = this.jsonlinesTransform(this.treeData);
+          } else {
             console.log('no data')
             this.treeData = [];
+          }
+        } else {
+          this.treeData = [];
+          this.jsonData = JSON.stringify([ ], null, 8);
+          this.jsonlData = "";
+          this.metrics = {"resultCount": 0};
+
+          //clear tree data
+          var myData_ = [];
+          for (let i = 0; i < this.treeData.length; i++) {
+            // mat-paginator start counting from 1, thats why the i+1 trick
+            myData_.push(this.generateTree(this.treeData[i], '/', {}, (this.currentRange.pageSize * this.currentRange.pageIndex) + (i + 1), 0, expanded));
+          }
+
+          this.treeData_ = myData_;
+
+          //clear table data
+          this.dataSource.data = [];
+          this.displayedColumns = [];
         }
+
     }
 
     /*
@@ -109,8 +194,23 @@
     */
     showJSON() {
         this.jsonVisible = true;
+        this.jsonlVisible = false;
         this.treeVisible = false;
         this.tableVisible = false;
+        this.planVisible = false;
+        this.viewMode = 'JSON'
+    }
+
+    /*
+    * Shows JSONL View
+     */
+    showJSONL() {
+      this.jsonVisible = false;
+      this.jsonlVisible = true;
+      this.treeVisible = false;
+      this.tableVisible = false;
+      this.planVisible = false;
+      this.viewMode = 'JSONL'
     }
 
     /*
@@ -118,8 +218,10 @@
     */
     showTable() {
         this.jsonVisible = false;
+        this.jsonlVisible = false;
         this.treeVisible = false;
         this.tableVisible = true;
+        this.planVisible = false;
         this.viewMode = 'TABLE';
     }
 
@@ -128,27 +230,67 @@
     */
     showTree() {
         this.jsonVisible = false;
+        this.jsonlVisible = false;
         this.treeVisible = true;
         this.tableVisible = false;
+        this.planVisible = false;
         this.viewMode = 'TREE';
     }
 
     /*
+    * Shows Plan Viewer Mode
+     */
+    showPlan() {
+      this.jsonVisible = false;
+      this.jsonlVisible = false;
+      this.treeVisible = false;
+      this.tableVisible = false;
+      this.planVisible = true;
+      this.viewMode = 'PLAN';
+    }
+
+    /*
     * Export to CSV
     */
     exportToCSV(){
-        var exportOutput = JSON.stringify(this.rawData, null, 4);
-        var blob = new Blob([this.jsonData], {type: "text/csv;charset=utf-8"});
-        saveAs(blob, "Asterix-results.csv");
+      var csvJoin = this.rawData.join("");
+      var blob = new Blob([csvJoin], {type: "text/csv;charset=utf=8"});
+      if (this.exportFileName == "") {
+        saveAs(blob, "asterixdb-query-results.csv");
+        this.exportFileName = "asterixdb-query-results";
+      }
+      else {
+        saveAs(blob, this.exportFileName + ".csv");
+      }
     }
 
     /*
-    *  Export to plain text
+    *  Export to JSON
     */
-    exportToText(){
+    exportToJSON(){
         var exportOutput = JSON.stringify(this.rawData, null, 4);
         var blob = new Blob([exportOutput], {type: "text/json;charset=utf-8"});
-        saveAs(blob, "Asterix-results.json");
+        if (this.exportFileName == "") {
+          saveAs(blob, "asterixdb-query-results.json");
+          this.exportFileName = "asterixdb-query-results";
+        }
+        else
+          saveAs(blob, this.exportFileName + ".json");
+    }
+
+    /*
+    * Export to JSON Lines (JSONL)
+    */
+    exportToJSONLines() {
+      var exportOutput = this.jsonlinesTransform(this.rawData);
+      var blob = new Blob([exportOutput], {type: "text/json;charset=utf-8"});
+      if (this.exportFileName == "") {
+        saveAs(blob, "asterixdb-query-results.jsonl");
+        this.exportFileName = "asterixdb-query-results";
+      }
+
+      else
+        saveAs(blob, this.exportFileName + ".jsonl");
     }
 
     /*
@@ -174,38 +316,42 @@
         // Going through all the keys in a node looking for objects or array of key values
         // and create a sub menu if is an object.
         let nodeArray = [];
-        Object.keys(node).map((k) => {
-            if (typeof node[k] === 'object') {
-                let nodeObject = { nested: true, item: '', label: '', key: '', value: '', type: '', link: '/', visible: expanded, children: [], level: level };
-                nodeObject.item = index;
-                nodeObject.label = k;
-                nodeObject.key = k;
-                nodeObject.value = node[k];
-                nodeObject.link = nodeLink + '/' + k;
-                nodeObject.level = level;
-                level = level + 1;
-                if(Array.isArray(node[k]) ){
-                    nodeObject.type = 'ARRAY';
-                } else {
-                    nodeObject.type = 'OBJECT';
-                }
-                var newNodeObject = this.generateTree(node[k], nodeObject.link, nodeObject, index, level, expanded);
-                if (nodeRoot.children) {
-                    nodeRoot.children.push(newNodeObject)
-                }
+
+        if (node != null) {
+          Object.keys(node).map((k) => {
+            if (typeof node[k] === 'object' && (node[k] != null || node[k] != undefined)) {
+              let nodeObject = { nested: true, item: '', label: '', key: '', value: '', type: '', link: '/', visible: expanded, children: [], level: level };
+              nodeObject.item = index;
+              nodeObject.label = k;
+              nodeObject.key = k;
+              nodeObject.value = node[k];
+              nodeObject.link = nodeLink + '/' + k;
+              nodeObject.level = level;
+              level = level + 1;
+              if(Array.isArray(node[k]) ){
+                nodeObject.type = 'ARRAY';
+              } else {
+                nodeObject.type = 'OBJECT';
+              }
+              var newNodeObject = this.generateTree(node[k], nodeObject.link, nodeObject, index, level, expanded);
+              if (nodeRoot.children) {
+                nodeRoot.children.push(newNodeObject)
+              }
             }
             else {
-                // key values converted into a unique string with a : separator
-                let nodeKeyValue = { nested: false, item: '', label: '', key: '', value: '', type: 'KEYVALUE', link: '/', visible: expanded, children: [], level: level};
-                nodeKeyValue.item = index;
-                nodeKeyValue.label = k + " : " + node[k];
-                nodeKeyValue.key = k;
-                nodeKeyValue.value = node[k];
-                nodeKeyValue.link = nodeLink + '/' + k + '/' + node[k];
-                nodeKeyValue.level = level;
-                nodeArray.push(nodeKeyValue);
+              // key values converted into a unique string with a : separator
+              let nodeKeyValue = { nested: false, item: '', label: '', key: '', value: '', type: 'KEYVALUE', link: '/', visible: expanded, children: [], level: level};
+              nodeKeyValue.item = index;
+              nodeKeyValue.label = k + " : " + node[k];
+              nodeKeyValue.key = k;
+              nodeKeyValue.value = node[k];
+              nodeKeyValue.link = nodeLink + '/' + k + '/' + node[k];
+              nodeKeyValue.level = level;
+              nodeArray.push(nodeKeyValue);
             }
-        })
+          })
+        }
+
         // The array will be added as value to a parent key.
         if (nodeArray.length > 0) {
             nodeRoot.children = nodeArray.concat(nodeRoot.children)
@@ -258,55 +404,125 @@
         this.jsonPath_ = event.link;
     }
 
-    dataExpand() {
-        this.showResults(this.currentRange, this.EXPANDED);
-    }
-
-    dataCollapse() {
-        this.showResults(this.currentRange, this.COLLAPSED);
-    }
-
     /*
     * Build the table column names from result data
     * Flat the result data for Table display
     */
     BuildTableFlatData(data) {
+      if (this.isCSV)
+        this.buildTableFlatCSVData(data);
+      else
+        this.buildTableFlatJSONData(data);
+    }
 
-        this.flattenData = [];
-        this.displayedColumns = []
+    /*
+    * Reads JSON and creates data for table display
+     */
+    buildTableFlatJSONData(data) {
+      this.flattenData = [];
+      this.displayedColumns = []
 
-        for (let i = 0; i < data.length; i++) {
-            if (data[i] instanceof Object) {
+      const replacer = (key, value) => typeof value === 'undefined' ? null : value;
 
-                var itemsKeyList = Object.keys(data[i]);
-                var objectNode = cloneDeep(data[i]);
+      for (let i = 0; i < data.length; i++) {
+        if (data[i] instanceof Object) {
 
-                for (let j = 0; j < itemsKeyList.length; j++) {
+          var itemsKeyList = Object.keys(data[i]);
+          var objectNode = cloneDeep(data[i]);
 
-                    var itemsKey: string = itemsKeyList[j];
-                    if (data[i][itemsKey] instanceof Object) {
-                        objectNode[itemsKey] = JSON.stringify(data[i][itemsKey], null, '\n');
-                    } else {
-                        objectNode[itemsKey] = data[i][itemsKey]
-                    }
-                    if (this.displayedColumns.indexOf(itemsKey) === -1) {
-                        this.displayedColumns.push(itemsKey)
-                    }
-                }
-                this.flattenData.push(objectNode)
+          for (let j = 0; j < itemsKeyList.length; j++) {
+
+            var itemsKey: string = itemsKeyList[j];
+            if (data[i][itemsKey] instanceof Object) {
+              objectNode[itemsKey] = JSON.stringify(data[i][itemsKey], replacer, '\n');
             } else {
-                this.displayedColumns.push('value')
-                this.flattenData.push({ 'value': data[0] })
+              objectNode[itemsKey] = data[i][itemsKey]
             }
+            if (this.displayedColumns.indexOf(itemsKey) === -1) {
+              this.displayedColumns.push(itemsKey)
+            }
+          }
+          this.flattenData.push(objectNode)
+        } else {
+          //only create one column called "value" if you are doing a select value
+          if (i == 0)
+            this.displayedColumns.push('value')
+          this.flattenData.push({ 'value': data[i] })
+        }
+      }
+
+      this.dataSource.data = this.flattenData;
+    }
+
+    /*
+    * Reads CSV data and creates data for table display
+     */
+    buildTableFlatCSVData(data) {
+      this.flattenData = [];
+      this.displayedColumns = [];
+
+      for (let i = 0; i < data.length; i++) {
+        //split the string using the comma delimiter
+        let items = this.readCSV(data[i]);
+
+        //iterate over these elements
+        let item_idx = 0;
+        let row_obj = {};
+
+        for (let item of items) {
+          //if it is the header row
+          if (this.hasHeader && i == 0) {
+            this.displayedColumns.push(item);
+          } else if (!this.hasHeader && i == 0) {
+            this.displayedColumns.push("Column " + (item_idx + 1).toString());
+            row_obj["Column " + (item_idx + 1).toString()] = item;
+          } else {
+            if (this.displayedColumns.length > 0) {
+              //has header
+              row_obj[this.displayedColumns[item_idx]] = item;
+            } else {
+              //does not have header
+              row_obj["Column " + (item_idx + 1).toString()] = item;
+            }
+          }
+
+          item_idx++;
         }
 
-        this.dataSource.data = this.flattenData;
+        if (Object.keys(row_obj).length > 0)
+          this.flattenData.push(row_obj);
+      }
+
+      this.dataSource.data = this.flattenData;
     }
 
     jsonTransform(item) {
         return JSON.stringify(item, null, 4);
     }
 
+    /*
+    * function transformers json item into a string of JSONL
+     */
+    jsonlinesTransform(item) {
+      let buildString = "";
+
+      let counter = 0;
+
+      let newLineRE = /\r?\n|\r/g;
+
+      for (let obj of item) {
+        buildString += JSON.stringify(obj).replace(newLineRE, "");
+
+        //new line delimeter
+        if (counter < item.length - 1)
+          buildString += "\n";
+
+        counter++;
+      }
+
+      return buildString;
+    }
+
     checkView() {
         if (!this.treeVisible) {
             return true;
@@ -314,4 +530,76 @@
             return false
         }
     }
-}
\ No newline at end of file
+
+    /*
+    * Function opens dialog to pick between JSON and JSONL
+     */
+    openJSONExportPicker() {
+      const dialogRef = this.dialog.open(DialogExportPicker, {
+        width: '350px',
+        data: {exportFormat: this.exportFormat, fileName: this.exportFileName}
+      });
+
+      dialogRef.afterClosed().subscribe(result => {
+        if (result[0] != 'cancel') {
+          this.exportFormat = result[0];
+          this.exportFileName = result[1];
+
+          if (this.exportFormat == 'json')
+            this.exportToJSON();
+          else if (this.exportFormat == 'jsonl')
+            this.exportToJSONLines();
+          else if (this.exportFormat == 'csv')
+            this.exportToCSV();
+
+          if (this.exportFormat == 'jsonl')
+            this.exportFormat = 'json';
+        }
+      });
+    }
+
+    /*
+    * Function reads row of CSV and returns the list of items
+     */
+    readCSV(row: string) {
+      let items = []
+      let escapeMode = false;
+      let currentItem = "";
+
+      for (let i = 0; i < row.length; i++) {
+        let curr_char = row.charAt(i);
+
+        if (curr_char == '"' && escapeMode)
+          //turn off escape mode
+          escapeMode = false;
+        else if (curr_char == '"' && !escapeMode)
+          //turn on escape mode
+          escapeMode = true;
+        else {
+          //if char is a comma and not in escape mode
+          if ((curr_char == ',' && !escapeMode) || i == row.length - 1) {
+            //push current item and reset for next item
+            items.push(currentItem);
+            currentItem = "";
+          } else {
+            currentItem += curr_char;
+          }
+        }
+      }
+
+      return items;
+    }
+}
+
+@Component({
+  selector: 'dialog-export-picker',
+  templateUrl: 'dialog-export-picker.html',
+  styleUrls:  ['dialog-export-picker.scss']
+})
+export class DialogExportPicker {
+
+  constructor(
+    public dialogRef: MatDialogRef<DialogExportPicker>,
+    @Inject(MAT_DIALOG_DATA) public data: DialogData) {}
+}
+
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/material.module.ts b/asterixdb/asterix-dashboard/src/node/src/app/material.module.ts
index d172bf8..756d758 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/material.module.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/material.module.ts
@@ -11,40 +11,39 @@
 See the License for the specific language governing permissions and
 limitations under the License.
 */
-import {NgModule} from '@angular/core';
-import {
-    MatAutocompleteModule,
-    MatButtonModule,
-    MatButtonToggleModule,
-    MatCardModule,
-    MatCheckboxModule,
-    MatChipsModule,
-    MatDatepickerModule,
-    MatDialogModule,
-    MatExpansionModule,
-    MatFormFieldModule,
-    MatGridListModule,
-    MatIconModule,
-    MatInputModule,
-    MatListModule,
-    MatMenuModule,
-    MatPaginatorModule,
-    MatProgressBarModule,
-    MatProgressSpinnerModule,
-    MatRadioModule,
-    MatSelectModule,
-    MatSidenavModule,
-    MatSliderModule,
-    MatSlideToggleModule,
-    MatSnackBarModule,
-    MatSortModule,
-    MatTableModule,
-    MatTabsModule,
-    MatToolbarModule,
-    MatTooltipModule,
-    MatStepperModule,
-} from '@angular/material';
-import {MatNativeDateModule, MatRippleModule} from '@angular/material';
+import {NgModule, CUSTOM_ELEMENTS_SCHEMA} from '@angular/core';
+import { MatAutocompleteModule } from '@angular/material/autocomplete';
+import { MatButtonModule } from "@angular/material/button";
+import { MatButtonToggleModule } from "@angular/material/button-toggle";
+import { MatCardModule } from "@angular/material/card";
+import { MatCheckboxModule } from "@angular/material/checkbox";
+import { MatChipsModule } from "@angular/material/chips";
+import { MatDatepickerModule } from "@angular/material/datepicker";
+import { MatDialogModule } from "@angular/material/dialog";
+import { MatExpansionModule } from "@angular/material/expansion";
+import { MatFormFieldModule } from "@angular/material/form-field";
+import { MatGridListModule } from "@angular/material/grid-list";
+import { MatIconModule } from "@angular/material/icon";
+import { MatInputModule } from "@angular/material/input";
+import { MatListModule } from "@angular/material/list";
+import { MatMenuModule } from "@angular/material/menu";
+import { MatPaginatorModule } from "@angular/material/paginator";
+import { MatProgressBarModule } from "@angular/material/progress-bar";
+import { MatProgressSpinnerModule } from "@angular/material/progress-spinner";
+import { MatRadioModule } from "@angular/material/radio";
+import { MatSelectModule } from "@angular/material/select";
+import { MatSidenavModule } from "@angular/material/sidenav";
+import { MatSliderModule } from "@angular/material/slider";
+import { MatSlideToggleModule } from "@angular/material/slide-toggle";
+import { MatSnackBarModule } from "@angular/material/snack-bar";
+import { MatSortModule } from "@angular/material/sort";
+import { MatTableModule } from "@angular/material/table";
+import { MatTabsModule } from "@angular/material/tabs";
+import { MatToolbarModule } from "@angular/material/toolbar";
+import { MatTooltipModule } from "@angular/material/tooltip";
+import { MatTreeModule } from "@angular/material/tree";
+import {MatStepperModule } from "@angular/material/stepper";
+import { MatNativeDateModule, MatRippleModule } from "@angular/material/core";
 import {CdkTableModule} from '@angular/cdk/table';
 //import {CdkAccordionModule} from '@angular/cdk/accordion';
 import {A11yModule} from '@angular/cdk/a11y';
@@ -53,6 +52,8 @@
 import {PlatformModule} from '@angular/cdk/platform';
 import {ObserversModule} from '@angular/cdk/observers';
 import {PortalModule} from '@angular/cdk/portal';
+import {DragDropModule} from "@angular/cdk/drag-drop";
+import {MatBadgeModule} from "@angular/material/badge";
 
 /*
 * NgModule that includes all Material modules that are required to
@@ -92,6 +93,7 @@
         MatTableModule,
         MatToolbarModule,
         MatTooltipModule,
+        MatTreeModule,
         MatNativeDateModule,
         CdkTableModule,
         A11yModule,
@@ -101,6 +103,9 @@
         OverlayModule,
         PlatformModule,
         PortalModule,
-    ]
+        DragDropModule,
+        MatBadgeModule,
+    ],
+  schemas: [CUSTOM_ELEMENTS_SCHEMA]
 })
-export class MaterialModule {}
\ No newline at end of file
+export class MaterialModule {}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/cancel.actions.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/cancel.actions.ts
new file mode 100644
index 0000000..a38e106
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/cancel.actions.ts
@@ -0,0 +1,43 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import { Action } from '@ngrx/store';
+
+export const CANCEL_QUERY                       = '[Query] Cancel SQL++ Query';
+export const CANCEL_QUERY_SUCCESS               = '[Query] Cancel SQL++ Query Success';
+export const CANCEL_QUERY_FAIL                  = '[Query] Cancel SQL++ Query Fail';
+
+/*
+* Cancel SQL++ Query
+ */
+export class CancelQuery implements Action {
+  readonly type = CANCEL_QUERY;
+  constructor(public payload: any) {}
+}
+
+export class CancelQuerySuccess implements Action {
+  readonly type = CANCEL_QUERY_SUCCESS;
+  constructor(public payload: any) {}
+}
+
+export class CancelQueryFail implements Action {
+  readonly type = CANCEL_QUERY_FAIL;
+  constructor(public payload: any) {}
+}
+
+/*
+* Exports of SQL++ actions
+*/
+export type All = CancelQuery |
+  CancelQuerySuccess |
+  CancelQueryFail;
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/dataset.actions.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/dataset.actions.ts
index 61259bb..40214d9 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/dataset.actions.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/dataset.actions.ts
@@ -29,7 +29,9 @@
 export const DROP_DATASET_SUCCESS     = '[Dataset Collection] Drop Dataset Success';
 export const DROP_DATASET_FAIL        = '[Dataset Collection] Drop Dataset Fail';
 export const GUIDE_SELECT_DATASET     = '[Dataset Collection] Guide Select Dataset';
-
+export const SAMPLE_DATASET           = '[Dataset Collection] Sample Dataset';
+export const SAMPLE_DATASET_SUCCESS   = '[Dataset Collection] Sample Dataset Success';
+export const SAMPLE_DATASET_FAIL      = '[Dataset Collection] Sample Dataset Fail';
 
 /*
 * Guide Select Datasets for UI Helpers
@@ -112,6 +114,24 @@
 }
 
 /*
+* Sample Dataset
+ */
+export class SampleDataset implements Action {
+    readonly type = SAMPLE_DATASET;
+    constructor(public payload: any) {}
+}
+
+export class SampleDatasetSuccess implements Action {
+    readonly type = SAMPLE_DATASET_SUCCESS;
+    constructor(public payload: any) {}
+}
+
+export class SampleDatasetFail implements Action {
+    readonly type = SAMPLE_DATASET_FAIL;
+    constructor(public payload: any) {}
+}
+
+/*
 * Exports of datasets actions
 */
 export type All = SelectDatasets |
@@ -126,4 +146,7 @@
     DropDataset |
     DropDatasetSuccess |
     DropDatasetFail |
-    GuideSelectDatasets;
\ No newline at end of file
+    SampleDataset |
+    SampleDatasetSuccess |
+    SampleDatasetFail |
+    GuideSelectDatasets;
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/function.actions.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/function.actions.ts
new file mode 100644
index 0000000..0f10153
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/function.actions.ts
@@ -0,0 +1,46 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import { Action } from '@ngrx/store';
+
+/*
+* Definition of Function Actions
+*/
+export const SELECT_FUNCTIONS         = '[Function Collection] Select Functions';
+export const SELECT_FUNCTIONS_SUCCESS = '[Function Collection] Select Functions Success';
+export const SELECT_FUNCTIONS_FAIL    = '[Function Collection] Select Functions Fail';
+
+/*
+* Select Functions
+*/
+export class SelectFunctions implements Action {
+  readonly type = SELECT_FUNCTIONS;
+  constructor(public payload: string) {}
+}
+
+export class SelectFunctionsSuccess implements Action {
+  readonly type = SELECT_FUNCTIONS_SUCCESS;
+  constructor(public payload: any[]) {}
+}
+
+export class SelectFunctionsFail implements Action {
+  readonly type = SELECT_FUNCTIONS_FAIL;
+  constructor(public payload: any[]) {}
+}
+
+/*
+* Exports of functions actions
+*/
+export type All = SelectFunctions |
+  SelectFunctionsSuccess |
+  SelectFunctionsFail;
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/query.actions.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/query.actions.ts
index e18a89e..59366f6 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/query.actions.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/actions/query.actions.ts
@@ -87,4 +87,4 @@
     ExecuteQueryFail |
     ExecuteMetadataQuery |
     ExecuteMetadataQuerySuccess |
-    ExecuteMetadataQueryFail;
\ No newline at end of file
+    ExecuteMetadataQueryFail;
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/app.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/app.effects.ts
index 891191b..80864e8 100644
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/app.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/app.effects.ts
@@ -16,9 +16,9 @@
 import { Actions } from '@ngrx/effects';
 import * as appActions from '../actions/app.actions';
 
-export type Action = appActions.All
+export type Action_type = appActions.All
 
 @Injectable()
 export class AppEffects {
     constructor(private actions: Actions) {}
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/cancel.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/cancel.effects.ts
new file mode 100644
index 0000000..a025c8b
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/cancel.effects.ts
@@ -0,0 +1,43 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import { Injectable } from '@angular/core';
+import { Action } from '@ngrx/store';
+import { Actions, Effect, ofType } from '@ngrx/effects';
+import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from 'rxjs/operators';
+import { SQLService } from '../services/async-query.service';
+import * as sqlCancelActions from '../actions/cancel.actions';
+
+export type Action_type = sqlCancelActions.All;
+
+@Injectable()
+export class SQLCancelEffects {
+  constructor(private actions: Actions,
+              private sqlService: SQLService) {
+  }
+
+  /*
+   * Effect to Cancel a SQL++ Query against AsterixDB
+   */
+  @Effect()
+  cancelQuery$: Observable<Action_type> = this.actions.pipe(
+    ofType(sqlCancelActions.CANCEL_QUERY),
+    switchMap(query => {
+      return this.sqlService.cancelSQLQuery((query as any).payload.requestId).pipe(
+        map(sqlCancelQueryResult => new sqlCancelActions.CancelQuerySuccess(sqlCancelQueryResult)),
+        catchError(sqlCancelQueryError => of(new sqlCancelActions.CancelQueryFail(sqlCancelQueryError)))
+      )
+    })
+  )
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataset.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataset.effects.ts
index 3ca0da4..0a5bb5a 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataset.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataset.effects.ts
@@ -13,13 +13,13 @@
 */
 import { Injectable } from '@angular/core';
 import { Action } from '@ngrx/store';
-import { Effect, Actions } from '@ngrx/effects';
+import { Effect, Actions, ofType} from '@ngrx/effects';
 import { Observable ,  of } from 'rxjs';
+import { switchMap, map, catchError } from "rxjs/operators";
 import * as datasetActions from '../actions/dataset.actions';
 import { SQLService } from '../services/async-query.service';
-import 'rxjs/add/operator/switchMap'
 
-export type Action = datasetActions.All
+export type ActionType = datasetActions.All
 
 @Injectable()
 export class DatasetEffects {
@@ -29,33 +29,52 @@
     /* Effect to load a collection of all Datasets from AsterixDB
     */
     @Effect()
-    selectDatasets$: Observable<Action> = this.actions
-        .ofType(datasetActions.SELECT_DATASETS)
-        .switchMap(query => {
-            return this.sqlService.selectDatasets()
-                .map(dataset => new datasetActions.SelectDatasetsSuccess(dataset))
-                .catch(err => of(new datasetActions.SelectDatasetsFail(err)));
-    });
+    selectDatasets$: Observable<ActionType> = this.actions.pipe(
+      ofType(datasetActions.SELECT_DATASETS),
+      switchMap(query => {
+        return this.sqlService.selectDatasets().pipe(
+          map(dataset => new datasetActions.SelectDatasetsSuccess(dataset)),
+          catchError(err => of(new datasetActions.SelectDatasetsFail(err)))
+        )
+      })
+    );
 
     /* Effect to create a Datasets from AsterixDB
     */
     @Effect()
-    createDatasets$: Observable<Action> = this.actions
-        .ofType(datasetActions.CREATE_DATASET)
-        .switchMap(dataset => {
-            return this.sqlService.createDataset((dataset as any).payload)
-                .map(dataset => new datasetActions.CreateDatasetSuccess(dataset))
-                .catch(err => of(new datasetActions.CreateDatasetFail(err)));
-    });
+    createDatasets$: Observable<ActionType> = this.actions.pipe(
+      ofType(datasetActions.CREATE_DATASET),
+      switchMap(dataset => {
+        return this.sqlService.createDataset((dataset as any).payload).pipe(
+          map(dataset => new datasetActions.CreateDatasetSuccess(dataset)),
+          catchError(err => of(new datasetActions.CreateDatasetFail(err)))
+        )
+      })
+    );
 
     /* Effect to drop a Datasets from AsterixDB
     */
     @Effect()
-    dropDatasets$: Observable<Action> = this.actions
-        .ofType(datasetActions.DROP_DATASET)
-        .switchMap(dataset => {
-            return this.sqlService.dropDataset((dataset as any).payload)
-                .map(dataset => new datasetActions.DropDatasetSuccess(dataset))
-                .catch(err => of(new datasetActions.DropDatasetFail(err)));
-    });
-}
\ No newline at end of file
+    dropDatasets$: Observable<ActionType> = this.actions.pipe(
+      ofType(datasetActions.DROP_DATASET),
+      switchMap(dataset => {
+        return this.sqlService.dropDataset((dataset as any).payload).pipe(
+          map(dataset => new datasetActions.DropDatasetSuccess(dataset)),
+          catchError(err => of(new datasetActions.DropDatasetFail(err)))
+        )
+      })
+    );
+
+    /* Effect of sampling a datasets from AsterixDB
+    */
+    @Effect()
+    sampleDataset$: Observable<ActionType> = this.actions.pipe(
+      ofType(datasetActions.SAMPLE_DATASET),
+      switchMap(dataset => {
+        return this.sqlService.sampleDataset((dataset as any).payload.dataset).pipe(
+          map(dataset => new datasetActions.SampleDatasetSuccess(dataset)),
+          catchError(err => of(new datasetActions.SampleDatasetFail(err)))
+        )
+      })
+    );
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/datatype.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/datatype.effects.ts
index 5e06f89..50daa1b 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/datatype.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/datatype.effects.ts
@@ -12,8 +12,9 @@
 limitations under the License.
 */
 import { Injectable } from '@angular/core';
-import { Effect, Actions } from '@ngrx/effects';
+import { Effect, Actions, ofType } from '@ngrx/effects';
 import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from "rxjs/operators";
 import * as datatypeActions from '../actions/datatype.actions';
 import { SQLService } from '../services/async-query.service';
 
@@ -26,33 +27,38 @@
 
     /* Effect to load a collection of all Datatypes from AsterixDB */
     @Effect()
-    selectDatatypes$: Observable<Action> = this.actions
-        .ofType(datatypeActions.SELECT_DATATYPES)
-        .switchMap(query => {
-            return this.sqlService.selectDatatypes()
-                .map(datatype => new datatypeActions.SelectDatatypesSuccess(datatype))
-                .catch(err => of(new datatypeActions.SelectDatatypesFail(err)));
-    });
+    selectDatatypes$: Observable<Action> = this.actions.pipe(
+      ofType(datatypeActions.SELECT_DATATYPES),
+      switchMap(query => {
+        return this.sqlService.selectDatatypes().pipe(
+          map(datatype => new datatypeActions.SelectDatatypesSuccess(datatype)),
+          catchError(err => of(new datatypeActions.SelectDatatypesFail(err)))
+        )
+      })
+    );
 
     /* Effect to create a Datatype from AsterixDB
     */
     @Effect()
-    createDatatypes$: Observable<Action> = this.actions
-        .ofType(datatypeActions.CREATE_DATATYPE)
-        .switchMap(datatype => {
-            return this.sqlService.createDatatype((datatype as any).payload)
-                .map(datatype => new datatypeActions.CreateDatatypeSuccess(datatype))
-                .catch(err => of(new datatypeActions.CreateDatatypeFail(err)));
-    });
-
+    createDatatypes$: Observable<Action> = this.actions.pipe(
+      ofType(datatypeActions.CREATE_DATATYPE),
+      switchMap(datatype => {
+        return this.sqlService.createDatatype((datatype as any).payload).pipe(
+          map(datatype => new datatypeActions.CreateDatatypeSuccess(datatype)),
+          catchError(err => of(new datatypeActions.CreateDatatypeFail(err)))
+        )
+      })
+    );
     /* Effect to drop a Datatype from AsterixDB
     */
     @Effect()
-    dropDatatypes$: Observable<Action> = this.actions
-        .ofType(datatypeActions.DROP_DATATYPE)
-        .switchMap(datatype => {
-            return this.sqlService.dropDatatype((datatype as any).payload)
-                .map(datatype => new datatypeActions.DropDatatypeSuccess(datatype))
-                .catch(err => of(new datatypeActions.DropDatatypeFail(err)));
-    });
-}
\ No newline at end of file
+    dropDatatypes$: Observable<Action> = this.actions.pipe(
+      ofType(datatypeActions.DROP_DATATYPE),
+      switchMap(datatype => {
+        return this.sqlService.dropDatatype((datatype as any).payload).pipe(
+          map(datatype => new datatypeActions.DropDatatypeSuccess(datatype)),
+          catchError(err => of(new datatypeActions.DropDatatypeFail(err)))
+        )
+      })
+    );
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataverse.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataverse.effects.ts
index e8e86af..a37f4d2 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataverse.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/dataverse.effects.ts
@@ -12,8 +12,9 @@
 limitations under the License.
 */
 import { Injectable } from '@angular/core';
-import { Effect, Actions } from '@ngrx/effects';
+import { Effect, Actions, ofType } from '@ngrx/effects';
 import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from "rxjs/operators";
 import * as dataverseActions from '../actions/dataverse.actions';
 import { SQLService } from '../services/async-query.service';
 
@@ -22,44 +23,50 @@
 @Injectable()
 export class DataverseEffects {
   constructor(private actions: Actions, private sqlService: SQLService) {}
-
     /* Effect to set the default Dataverse */
     @Effect()
-    setDefaultDataverse$: Observable<Action> = this.actions
-        .ofType(dataverseActions.SET_DEFAULT_DATAVERSE)
-        .switchMap(query => {
-            return new Observable().map(dataverse => new dataverseActions.SetDefaultDataverse('Default'))
-    });
+    setDefaultDataverse$: Observable<Action> = this.actions.pipe(
+      ofType(dataverseActions.SET_DEFAULT_DATAVERSE),
+      switchMap(query => {
+        return new Observable().pipe(map(dataverse => new dataverseActions.SetDefaultDataverse('Default')))
+      })
+    );
 
     /* Effect to load a collection of all Dataverses from AsterixDB */
     @Effect()
-    selectDataverses$: Observable<Action> = this.actions
-        .ofType(dataverseActions.SELECT_DATAVERSES)
-        .switchMap(query => {
-            return this.sqlService.selectDataverses()
-                .map(dataverse => new dataverseActions.SelectDataversesSuccess(dataverse))
-                .catch(err => of(new dataverseActions.SelectDataversesFail(err)));
-    });
+    selectDataverses$: Observable<Action> = this.actions.pipe(
+      ofType(dataverseActions.SELECT_DATAVERSES),
+      switchMap(query => {
+        return this.sqlService.selectDataverses().pipe(
+          map(dataverse => new dataverseActions.SelectDataversesSuccess(dataverse)),
+          catchError(err => of(new dataverseActions.SelectDataversesFail(err)))
+        )
+      })
+    );
 
     /* Effect to create Dataverse from AsterixDB
     */
     @Effect()
-    createDataverses$: Observable<Action> = this.actions
-        .ofType(dataverseActions.CREATE_DATAVERSE)
-        .switchMap(dataverseName => {
-            return this.sqlService.createDataverse((dataverseName as any).payload)
-                .map(dataverse => new dataverseActions.CreateDataverseSuccess(dataverse))
-                .catch(err => of(new dataverseActions.CreateDataverseFail(err)));
-    });
+    createDataverses$: Observable<Action> = this.actions.pipe(
+      ofType(dataverseActions.CREATE_DATAVERSE),
+      switchMap(dataverseName => {
+        return this.sqlService.createDataverse((dataverseName as any).payload).pipe(
+          map(dataverse => new dataverseActions.CreateDataverseSuccess(dataverse)),
+          catchError(err => of(new dataverseActions.CreateDataverseFail(err)))
+        )
+      })
+    );
 
     /* Effect to drop a Dataverse from AsterixDB
     */
     @Effect()
-    dropDataverses$: Observable<Action> = this.actions
-        .ofType(dataverseActions.DROP_DATAVERSE)
-        .switchMap(dataverseName => {
-            return this.sqlService.dropDataverse((dataverseName as any).payload)
-                .map(dataverse => new dataverseActions.DropDataverseSuccess(dataverse))
-                .catch(err => of(new dataverseActions.DropDataverseFail(err)));
-    });
+    dropDataverses$: Observable<Action> = this.actions.pipe(
+      ofType(dataverseActions.DROP_DATAVERSE),
+      switchMap(dataverseName => {
+        return this.sqlService.dropDataverse((dataverseName as any).payload).pipe(
+          map(dataverse => new dataverseActions.DropDataverseSuccess(dataverse)),
+          catchError(err => of(new dataverseActions.DropDataverseFail(err)))
+        )
+      })
+    );
 }
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/function.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/function.effects.ts
new file mode 100644
index 0000000..de0a102
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/function.effects.ts
@@ -0,0 +1,40 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+import { Injectable } from '@angular/core';
+import { Effect, Actions, ofType } from '@ngrx/effects';
+import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from 'rxjs/operators';
+import * as functionActions from '../actions/function.actions';
+import { SQLService } from "../services/async-query.service";
+
+export type Action = functionActions.All;
+
+@Injectable()
+export class FunctionEffects {
+  constructor(private actions: Actions,
+              private sqlService: SQLService) {}
+
+  /* Effect to load a collection of all functions from AsterixDB */
+  @Effect()
+  selectFunctions$: Observable<Action> = this.actions.pipe(
+    ofType(functionActions.SELECT_FUNCTIONS),
+    switchMap(query => {
+      return this.sqlService.selectFunctions().pipe(
+        map(fn => new functionActions.SelectFunctionsSuccess(fn)),
+        catchError(err => of(new functionActions.SelectFunctionsFail(err)))
+      )
+    })
+  );
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/index.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/index.effects.ts
index a1c0b07..7a70a06 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/index.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/index.effects.ts
@@ -12,8 +12,9 @@
 limitations under the License.
 */
 import { Injectable } from '@angular/core';
-import { Effect, Actions } from '@ngrx/effects';
+import { Effect, Actions, ofType } from '@ngrx/effects';
 import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from 'rxjs/operators';
 import * as indexActions from '../actions/index.actions';
 import { SQLService } from '../services/async-query.service';
 
@@ -26,33 +27,39 @@
 
     /* Effect to load a collection of all Index from AsterixDB */
     @Effect()
-    selectIndexes$: Observable<Action> = this.actions
-        .ofType(indexActions.SELECT_INDEXES)
-        .switchMap(query => {
-            return this.sqlService.selectIndexes()
-                .map(index => new indexActions.SelectIndexesSuccess(index))
-                .catch(err => of(new indexActions.SelectIndexesFail(err)));
-    });
+    selectIndexes$: Observable<Action> = this.actions.pipe(
+      ofType(indexActions.SELECT_INDEXES),
+      switchMap(query => {
+        return this.sqlService.selectIndexes().pipe(
+          map(index => new indexActions.SelectIndexesSuccess(index)),
+          catchError(err => of(new indexActions.SelectIndexesFail(err)))
+        )
+      })
+    );
 
     /* Effect to create a Index
     */
     @Effect()
-    createIndexes$: Observable<Action> = this.actions
-        .ofType(indexActions.CREATE_INDEX)
-        .switchMap(index => {
-            return this.sqlService.createIndex((index as any).payload)
-                .map(index => new indexActions.CreateIndexSuccess(index))
-                .catch(err => of(new indexActions.CreateIndexFail(err)));
-    });
+    createIndexes$: Observable<Action> = this.actions.pipe(
+      ofType(indexActions.CREATE_INDEX),
+      switchMap(index => {
+        return this.sqlService.createIndex((index as any).payload).pipe(
+          map(index => new indexActions.CreateIndexSuccess(index)),
+          catchError(err => of(new indexActions.CreateIndexFail(err)))
+        )
+      })
+    );
 
     /* Effect to drop a Index
     */
     @Effect()
-    dropIndexes$: Observable<Action> = this.actions
-        .ofType(indexActions.DROP_INDEX)
-        .switchMap(index => {
-            return this.sqlService.dropIndex((index as any).payload)
-                .map(index => new indexActions.DropIndexSuccess(index))
-                .catch(err => of(new indexActions.DropIndexFail(err)));
-    });
+    dropIndexes$: Observable<Action> = this.actions.pipe(
+      ofType(indexActions.DROP_INDEX),
+      switchMap(index => {
+        return this.sqlService.dropIndex((index as any).payload).pipe(
+          map(index => new indexActions.DropIndexSuccess(index)),
+          catchError(err => of(new indexActions.DropIndexFail(err)))
+        )
+      })
+    );
 }
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/query.effects.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/query.effects.ts
index 317211f..a5f8127 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/query.effects.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/effects/query.effects.ts
@@ -15,10 +15,11 @@
 import { Action } from '@ngrx/store';
 import { Actions, Effect, ofType } from '@ngrx/effects';
 import { Observable ,  of } from 'rxjs';
+import { map, switchMap, catchError } from 'rxjs/operators';
 import { SQLService } from '../services/async-query.service';
 import * as sqlQueryActions from '../actions/query.actions';
 
-export type Action = sqlQueryActions.All
+export type Action_type = sqlQueryActions.All
 
 @Injectable()
 export class SQLQueryEffects {
@@ -27,22 +28,26 @@
 
     /* Effect to Execute an SQL++ Query against the AsterixDB */
     @Effect()
-    executeQuery$: Observable<Action> = this.actions
-        .ofType(sqlQueryActions.EXECUTE_QUERY)
-        .switchMap(query => {
-            return this.sqlService.executeSQLQuery((query as any).payload.queryString, (query as any).payload.planFormat)
-                .map(sqlQueryResult => new sqlQueryActions.ExecuteQuerySuccess(sqlQueryResult))
-                .catch(sqlQueryError => of(new sqlQueryActions.ExecuteQueryFail(sqlQueryError)));
-    });
+    executeQuery$: Observable<Action_type> = this.actions.pipe(
+      ofType(sqlQueryActions.EXECUTE_QUERY),
+      switchMap(query => {
+        return this.sqlService.executeSQLQuery((query as any).payload.queryString, (query as any).payload.planFormat, (query as any).payload.format, (query as any).payload.requestId).pipe(
+          map(sqlQueryResult => new sqlQueryActions.ExecuteQuerySuccess(sqlQueryResult)),
+          catchError(sqlQueryError => of(new sqlQueryActions.ExecuteQueryFail(sqlQueryError)))
+        )
+      })
+    );
 
     /* Effect to Execute an SQL++ Metadata Query against the AsterixDB
     */
     @Effect()
-    executeMetadataQuery$: Observable<Action> = this.actions
-        .ofType(sqlQueryActions.EXECUTE_METADATA_QUERY)
-        .switchMap(query => {
-            return this.sqlService.executeSQLQuery((query as any).payload, (query as any).payload.planFormat)
-                .map(sqlMetadataQueryResult => new sqlQueryActions.ExecuteMetadataQuerySuccess(sqlMetadataQueryResult))
-                .catch(sqlMetadataQueryError => of(new sqlQueryActions.ExecuteMetadataQueryFail(sqlMetadataQueryError)));
-    });
-}
\ No newline at end of file
+    executeMetadataQuery$: Observable<Action_type> = this.actions.pipe(
+      ofType(sqlQueryActions.EXECUTE_METADATA_QUERY),
+      switchMap(query => {
+        return this.sqlService.executeSQLQuery((query as any).payload, (query as any).payload.planFormat, (query as any).payload.format, 'default').pipe(
+          map(sqlMetadataQueryResult => new sqlQueryActions.ExecuteMetadataQuerySuccess(sqlMetadataQueryResult)),
+          catchError(sqlMetadataQueryError => of(new sqlQueryActions.ExecuteMetadataQueryFail(sqlMetadataQueryError)))
+        )
+      })
+    );
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/cancel.reducer.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/cancel.reducer.ts
new file mode 100644
index 0000000..2738139
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/cancel.reducer.ts
@@ -0,0 +1,56 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import * as sqlCancelActions from '../actions/cancel.actions';
+
+export type Action_type = sqlCancelActions.All;
+
+export interface State {
+  currentRequestId: string,
+  success: boolean
+}
+
+const initialState: State = {
+  currentRequestId: "",
+  success: false
+}
+
+/*
+** Reducer function for sql++ queries in store/state
+*/
+export function cancelReducer(state = initialState, action: Action_type) {
+  switch (action.type) {
+    case sqlCancelActions.CANCEL_QUERY: {
+      return Object.assign({}, state, {
+        currentRequsetId: action.payload.requestId,
+        success: false
+      })
+    }
+
+    case sqlCancelActions.CANCEL_QUERY_SUCCESS: {
+      return Object.assign({}, state, {
+        success: true
+      })
+    }
+
+    case sqlCancelActions.CANCEL_QUERY_FAIL: {
+      return Object.assign({}, state, {
+        success: false
+      })
+    }
+
+    default: {
+      return state;
+    }
+  }
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/dataset.reducer.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/dataset.reducer.ts
index deaceb3..6edc206 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/dataset.reducer.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/dataset.reducer.ts
@@ -30,7 +30,9 @@
     dropDatasetError: any[],
     dropDatasetSuccess: boolean,
     dropDatasetFailed: boolean,
-    guideSelectsDataset: string
+    guideSelectsDataset: string,
+    sample: {},
+    dataset: string
 };
 
 const initialState: State = {
@@ -45,7 +47,9 @@
     dropDatasetError: [],
     dropDatasetSuccess: false,
     dropDatasetFailed: false,
-    guideSelectsDataset: ""
+    guideSelectsDataset: "",
+    sample: {},
+    dataset: ""
 };
 
 /*
@@ -84,6 +88,26 @@
       }
 
       /*
+      * Change the load state to true to signal that a SELECT Query is ongoing
+       */
+      case DatasetAction.SAMPLE_DATASET: {
+          return Object.assign({}, state, { loading: true, dataset: action.payload.dataset });
+      }
+
+      /*
+      * Change the load state to false, and loaded to true to signal
+      * that a SELECT Query is successful and there is a sample available
+      * in the store.
+       */
+      case DatasetAction.SAMPLE_DATASET_SUCCESS: {
+          return Object.assign({}, state, {
+              loaded: true,
+              loading: false,
+              sample: {...state.sample, [state.dataset]: action.payload.results[0]}
+          })
+      }
+
+      /*
       * Change the load state to true to signaling
       * that a CREATE a Dataset Query is ongoing
       */
@@ -173,4 +197,4 @@
       default:
           return state;
     }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/function.reducer.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/function.reducer.ts
new file mode 100644
index 0000000..ea0db87
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/function.reducer.ts
@@ -0,0 +1,68 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+import * as FunctionAction from '../actions/function.actions';
+
+export type Action = FunctionAction.All;
+
+/*
+** Interfaces for functions in store/state
+*/
+export interface State {
+  loaded: boolean,
+  loading: boolean,
+  functions: any[]
+}
+
+const initialState: State = {
+  loaded: false,
+  loading: false,
+  functions: []
+}
+
+/*
+** Reducer function for functions in store/state
+*/
+export function functionReducer(state = initialState, action: Action) {
+  switch (action.type) {
+    /*
+    * Change the load state to true to signaling
+    * that a SELECT Query is ongoing
+    */
+    case FunctionAction.SELECT_FUNCTIONS: {
+      return Object.assign({}, state, {
+        loading: true
+      });
+    }
+
+    /*
+     * Change the load state to false, and loaded to true to signaling
+     * that a SELECT Query is success and there are functions available in the
+     * store
+     */
+    case FunctionAction.SELECT_FUNCTIONS_SUCCESS: {
+      return Object.assign({}, state, {
+        loaded: true,
+        loading: false,
+        functions: action.payload
+      });
+    }
+
+    /*
+    * Just returns the current store/state object
+     */
+    default:
+      return state;
+  }
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/index.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/index.ts
index 77b678c..1a7109c 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/index.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/index.ts
@@ -15,9 +15,11 @@
 import * as fromDataset from './dataset.reducer';
 import * as fromDatatype from './datatype.reducer';
 import * as fromIndex from './index.reducer';
+import * as fromFunction from './function.reducer';
 import * as fromQuery from './query.reducer';
 import * as fromQueryMetadata from './query-metadata.reducer';
 import * as fromAppState from './app.reducer';
+import * as fromCancel from './cancel.reducer';
 
 /*
 ** Global Interfaces store/state
@@ -27,6 +29,7 @@
     dataset: fromDataset.State,
     datatype: fromDatatype.State,
     index: fromIndex.State,
+    functions: fromFunction.State,
     sqlQuery: fromQuery.State,
     sqlMetadataQuery: fromQueryMetadata.State,
     appState: fromAppState.State,
@@ -40,7 +43,9 @@
     dataset: fromDataset.datasetReducer,
     datatype: fromDatatype.datatypeReducer,
     index: fromIndex.indexReducer,
+    functions: fromFunction.functionReducer,
     sqlQuery: fromQuery.sqlReducer,
+    cancelQuery: fromCancel.cancelReducer,
     sqlMetadataQuery: fromQueryMetadata.sqlMetadataReducer,
     app: fromAppState.appReducer
-};
\ No newline at end of file
+};
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/query.reducer.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/query.reducer.ts
index 408172b..1d2226c 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/query.reducer.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/reducers/query.reducer.ts
@@ -26,12 +26,14 @@
     errorHash: {},
     sqlQueryString: string,
     sqlQueryPlanFormat: string,
+    sqlQueryOutputFormat: string,
     sqlQueryStringHash: {},
     sqlQueryPlanFormatHash: {},
     sqlQueryResultHash: {},
     sqlQueryErrorHash: {},
     sqlQueryPrepared: {},
-    sqlQueryMetrics: {}
+    sqlQueryMetrics: {},
+    sqlQueryWarnings: {}
 };
 
 const initialState: State = {
@@ -42,12 +44,14 @@
     errorHash: {},
     sqlQueryString: "",
     sqlQueryPlanFormat: "",
+    sqlQueryOutputFormat: "",
     sqlQueryStringHash: {},
     sqlQueryPlanFormatHash: {},
     sqlQueryResultHash: {},
     sqlQueryErrorHash: {},
     sqlQueryPrepared: {},
-    sqlQueryMetrics: {}
+    sqlQueryMetrics: {},
+    sqlQueryWarnings: {}
 };
 
 /*
@@ -66,6 +70,7 @@
                 sqlQueryStringHash: state.sqlQueryStringHash,
                 sqlQueryPlanFormatHash: { ...state.sqlQueryPlanFormatHash, [action.payload.editorId]: action.payload.planFormat },
                 sqlQueryMetrics: state.sqlQueryMetrics,
+                sqlQueryWarnings: state.sqlQueryWarnings,
                 currentRequestId: state.currentRequestId
             });
         }
@@ -81,6 +86,7 @@
                 sqlQueryResultHash: { ...state.sqlQueryResultHash, [action.payload.editorId]: {} },
                 sqlQueryErrorHash: { ...state.sqlQueryErrorHash, [action.payload.editorId]: [] },
                 sqlQueryMetrics: { ...state.sqlQueryMetrics, [action.payload.editorId]: {} },
+                sqlQueryWarnings: { ...state.sqlQueryWarnings, [action.payload.editorId]: []},
                 currentRequestId: action.payload.editorId
             });
         }
@@ -98,11 +104,13 @@
                 errorHash: { ...state.errorHash, [action.payload.requestId]: false },
                 sqlQueryString: action.payload.queryString,
                 sqlQueryPlanFormat: action.payload.planFormat,
+                sqlQueryOutputFormat: action.payload.format,
                 sqlQueryStringHash: { ...state.sqlQueryStringHash, [action.payload.requestId]: action.payload.queryString },
                 sqlQueryPlanFormatHash: { ...state.sqlQueryPlanFormatHash, [action.payload.requestId]: action.payload.planFormat },
                 sqlQueryResultHash: { ...state.sqlQueryResultHash, [action.payload.requestId]: [] },
                 sqlQueryErrorHash: { ...state.sqlQueryErrorHash, [action.payload.requestId]: [] },
                 sqlQueryMetrics: { ...state.sqlQueryMetrics, [action.payload.requestId]: [] },
+                sqlQueryWarnings: { ...state.sqlQueryWarnings, [action.payload.requestId]: []},
                });
         }
 
@@ -122,7 +130,8 @@
                 sqlQueryStringHash: { ...state.sqlQueryStringHash, [state.currentRequestId]: state.sqlQueryString },
                 sqlQueryResultHash: { ...state.sqlQueryResultHash, [state.currentRequestId]: action.payload },
                 sqlQueryErrorHash: { ...state.sqlQueryErrorHash, [state.currentRequestId]: [] },
-                sqlQueryMetrics: { ...state.sqlQueryMetrics, [state.currentRequestId]: action.payload.metrics }
+                sqlQueryMetrics: { ...state.sqlQueryMetrics, [state.currentRequestId]: action.payload.metrics },
+                sqlQueryWarnings: { ...state.sqlQueryWarnings, [state.currentRequestId]: action.payload.warnings},
             })
         }
 
@@ -143,6 +152,7 @@
                 sqlQueryResultHash: { ...state.sqlQueryResultHash, [state.currentRequestId]: [] },
                 sqlQueryErrorHash: { ...state.sqlQueryErrorHash, [state.currentRequestId]: action.payload.errors },
                 sqlQueryMetrics: { ...state.sqlQueryMetrics, [state.currentRequestId]: [] },
+                sqlQueryWarnings: { ...state.sqlQueryWarnings, [action.payload.requestId]: []},
             })
         }
 
@@ -153,4 +163,4 @@
             return state;
         }
     }
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/app/shared/services/async-query.service.ts b/asterixdb/asterix-dashboard/src/node/src/app/shared/services/async-query.service.ts
index 5366531..c7c815d 100755
--- a/asterixdb/asterix-dashboard/src/node/src/app/shared/services/async-query.service.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/app/shared/services/async-query.service.ts
@@ -14,8 +14,7 @@
 import { Injectable } from '@angular/core';
 import { HttpClient, HttpHeaders } from '@angular/common/http';
 import { Observable } from 'rxjs';
-import 'rxjs/add/operator/map'
-import 'rxjs/add/operator/catch'
+import { map, catchError } from 'rxjs/operators';
 import { environment } from '../../../environments/environment';
 
 /*
@@ -25,9 +24,12 @@
 /* Using local proxy if webpack and development */
 var AsterixRestApiUrl = '/query-service';
 
+var AsterixDeleteApiUrl = '/admin/requests/running';
+
 if (environment.production) {
     var locationHost =  self.location.host.split(':')
-    var AsterixRestApiUrl = 'http://' + locationHost[0] + ':19002/query/service';
+    AsterixRestApiUrl = 'http://' + locationHost[0] + ':19002/query/service';
+    AsterixDeleteApiUrl = 'http://' + locationHost[0] + ':19002/admin/requests/running';
 }
 
 /*
@@ -36,6 +38,9 @@
 @Injectable()
 export class SQLService {
     defaultPlanFormat='JSON';
+    defaultOutputFormat='JSON';
+    defaultClientContextID='default';
+
     /*
     * SQLQueryService constructor using
     * HttpClient from Angular 5
@@ -48,7 +53,7 @@
      */
     selectDataverses() : Observable<any> {
          let query = "SELECT VALUE dv FROM Metadata.`Dataverse` dv"
-         return this.executeSQLQuery(query, this.defaultPlanFormat);
+         return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
     }
 
     /*
@@ -57,7 +62,15 @@
     */
     selectDatasets() : Observable<any> {
         let query = "SELECT VALUE ds FROM Metadata.`Dataset` ds"
-        return this.executeSQLQuery(query, this.defaultPlanFormat);
+        return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
+    }
+
+    /*
+    * sends a select sql++ query to sample the passed in dataset.
+     */
+    sampleDataset(dataset: string) : Observable<any> {
+        let query = "SELECT * FROM " + dataset + " LIMIT 1;"
+        return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
     }
 
     /*
@@ -66,7 +79,7 @@
     */
     selectDatatypes() : Observable<any> {
         let query = "SELECT VALUE dt FROM Metadata.`Datatype` dt"
-        return this.executeSQLQuery(query, this.defaultPlanFormat);
+        return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
     }
 
     /*
@@ -75,7 +88,12 @@
     */
     selectIndexes() : Observable<any> {
         let query = "SELECT VALUE ix FROM Metadata.`Index` ix"
-        return this.executeSQLQuery(query, this.defaultPlanFormat);
+        return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
+    }
+
+    selectFunctions() : Observable<any> {
+      let query = "SELECT VALUE fn FROM Metadata.`Function` fn"
+      return this.executeSQLQuery(query, this.defaultPlanFormat, this.defaultOutputFormat, this.defaultClientContextID);
     }
 
     /*
@@ -175,19 +193,59 @@
           status: string;
           login(username: string, password: string): Observable<boolean>
     */
-    executeSQLQuery(query: string, planFormat: string): Observable<any> {
+    executeSQLQuery(query: string, planFormat: string, outputFormat: string, clientContextID: string): Observable<any> {
         const apiUrl = AsterixRestApiUrl;
-        const headers = new HttpHeaders();
-        headers.append('Content-Type', 'application/json');
+        let headers = new HttpHeaders();
+
+        if (outputFormat == 'CSV_header') {
+          headers = new HttpHeaders({"Accept": "text/csv; header=present", "Content-Type": "application/json"});
+          outputFormat = 'CSV';
+        }
+        else if (outputFormat == 'CSV') {
+          headers = new HttpHeaders({"Accept": "text/csv; header=absent", "Content-Type": "application/json"});
+        }
+        else
+          headers = headers.append('Content-Type', 'application/json');
+
         let options = ({ headers: headers });
 
-        return this.http.post(apiUrl, {statement: query,
-            'logical-plan': true,
-            'optimized-logical-plan': true,
-            'plan-format': planFormat }, options)
-                .map((response: Response) => { return response; })
-                .catch((error: any) => this.handleExecuteQueryError(error))
+        let body = {
+          statement: query,
+          'logical-plan': true,
+          'optimized-logical-plan': true,
+          'plan-format': planFormat,
+          'max-warnings': Number.MAX_SAFE_INTEGER
+        }
+
+        if (clientContextID != 'default') {
+          body['client_context_id'] = clientContextID;
+        }
+
+        return this.http.post(apiUrl, body, options)
+            .pipe(map((response: Response) => { return response; }),
+                  catchError((error: any) => this.handleExecuteQueryError(error)))
+
+
     }
+
+    /*
+    * Cancels a sql++ query
+     */
+    cancelSQLQuery(clientContextID: string): Observable<any> {
+      let url = AsterixDeleteApiUrl;
+      let headers = new HttpHeaders();
+
+      url += `?client_context_id=${clientContextID}`;
+      headers = headers.append('Content-Type', 'application/json');
+
+      let options = ({ headers: headers });
+
+      return this.http.delete(url, options)
+        .pipe(map((response: Response) => {return response; }),
+          catchError((error: any) => this.handleDeleteQueryError(error))
+        )
+    }
+
     /*
     * AsterixDB query-service API raises HTTP errors if the sql++ query has some
     * syntax error, or some elements in the query are not found
@@ -204,4 +262,10 @@
         console.log(error);
         return Promise.reject(error.error || error);
     }
-}
\ No newline at end of file
+
+    private handleDeleteQueryError(error: any): Promise<any> {
+      console.log('deleteQueryError:')
+      console.log(error);
+      return Promise.reject(error.error || error);
+    }
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/index.html b/asterixdb/asterix-dashboard/src/node/src/index.html
index 0d264bc..e790e8c 100755
--- a/asterixdb/asterix-dashboard/src/node/src/index.html
+++ b/asterixdb/asterix-dashboard/src/node/src/index.html
@@ -15,7 +15,7 @@
 <html>
 <head>
     <meta charset="utf-8">
-    <title>AsterixDb Administration Console</title>
+    <title>AsterixDB Admin Console</title>
     <base href="/">
     <link rel="icon" type="image/x-icon" href="favicon.ico">
 </head>
diff --git a/asterixdb/asterix-dashboard/src/node/src/main.scss b/asterixdb/asterix-dashboard/src/node/src/main.scss
index 0a67dd2..c18bdb4 100755
--- a/asterixdb/asterix-dashboard/src/node/src/main.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/main.scss
@@ -15,6 +15,8 @@
 // Include material core styles.
 @import '~@angular/material/theming';
 @include mat-core();
+// Include codemirror styles
+@import '~codemirror/addon/hint/show-hint';
 // Define the light theme.
 $primary: mat-palette($mat-grey);
 $accent : mat-palette($mat-orange, A200, A100, A400);
diff --git a/asterixdb/asterix-dashboard/src/node/src/main.ts b/asterixdb/asterix-dashboard/src/node/src/main.ts
index ac7552b..848666d 100755
--- a/asterixdb/asterix-dashboard/src/node/src/main.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/main.ts
@@ -23,4 +23,4 @@
 }
 
 platformBrowserDynamic().bootstrapModule(AppModule)
-    .catch(err => console.log(err));
\ No newline at end of file
+    .catch(err => console.log(err));
diff --git a/asterixdb/asterix-dashboard/src/node/src/polyfills.ts b/asterixdb/asterix-dashboard/src/node/src/polyfills.ts
index b7ac983..b8fb265 100755
--- a/asterixdb/asterix-dashboard/src/node/src/polyfills.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/polyfills.ts
@@ -43,7 +43,7 @@
 
 /** Evergreen browsers require these. **/
 // Used for reflect-metadata in JIT. If you use AOT (and only Angular decorators), you can remove.
-import 'core-js/es7/reflect';
+//import 'core-js/es7/reflect';
 
 
 /**
@@ -73,4 +73,4 @@
 /**
  * Need to import at least one locale-data with intl.
  */
-// import 'intl/locale-data/jsonp/en';
\ No newline at end of file
+// import 'intl/locale-data/jsonp/en';
diff --git a/asterixdb/asterix-dashboard/src/node/src/styles/_general.scss b/asterixdb/asterix-dashboard/src/node/src/styles/_general.scss
index ef2d7a2..fa4c40c 100755
--- a/asterixdb/asterix-dashboard/src/node/src/styles/_general.scss
+++ b/asterixdb/asterix-dashboard/src/node/src/styles/_general.scss
@@ -81,9 +81,9 @@
   top: 0 !important;
 }
 
-.CodeMirror {
-  font-family: Arial, monospace;
-  font-size: 14px !important;
+.CodeMirror * {
+  font-family: "Courier New", monospace !important;
+  font-size: 16px !important;
   color: black;
 }
 
@@ -93,4 +93,4 @@
 
 .mat-expansion-panel-header-description {
   margin-right: 0px !important;
-}
\ No newline at end of file
+}
diff --git a/asterixdb/asterix-dashboard/src/node/src/test.ts b/asterixdb/asterix-dashboard/src/node/src/test.ts
index 06c7693..4d9f2f5 100755
--- a/asterixdb/asterix-dashboard/src/node/src/test.ts
+++ b/asterixdb/asterix-dashboard/src/node/src/test.ts
@@ -13,34 +13,26 @@
 */
 
 // This file is required by karma.conf.js and loads recursively all the .spec and framework files
-
-import 'zone.js/dist/long-stack-trace-zone';
-import 'zone.js/dist/proxy.js';
-import 'zone.js/dist/sync-test';
-import 'zone.js/dist/jasmine-patch';
-import 'zone.js/dist/async-test';
-import 'zone.js/dist/fake-async-test';
+import 'zone.js/dist/zone-testing';
 import { getTestBed } from '@angular/core/testing';
 import {
   BrowserDynamicTestingModule,
   platformBrowserDynamicTesting
 } from '@angular/platform-browser-dynamic/testing';
 
-// Unfortunately there's no typing for the `__karma__` variable. Just declare it as any.
-declare const __karma__: any;
-declare const require: any;
-
-// Prevent Karma from running prematurely.
-__karma__.loaded = function () {};
+declare const require: {
+  context(path: string, deep?: boolean, filter?: RegExp): {
+    keys(): string[];
+    <T>(id: string): T;
+  };
+};
 
 // First, initialize the Angular testing environment.
 getTestBed().initTestEnvironment(
-    BrowserDynamicTestingModule,
-    platformBrowserDynamicTesting()
+  BrowserDynamicTestingModule,
+  platformBrowserDynamicTesting()
 );
 // Then we find all the tests.
 const context = require.context('./', true, /\.spec\.ts$/);
 // And load the modules.
 context.keys().map(context);
-// Finally, start Karma to run the tests.
-__karma__.start();
\ No newline at end of file
diff --git a/asterixdb/asterix-dashboard/src/node/src/tests/appbar.component.spec.ts b/asterixdb/asterix-dashboard/src/node/src/tests/appbar.component.spec.ts
new file mode 100644
index 0000000..a62aa4e
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/tests/appbar.component.spec.ts
@@ -0,0 +1,68 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+import { AppBarComponent } from "../app/dashboard/appbar.component";
+import {TestBed, waitForAsync} from "@angular/core/testing";
+import {StoreModule} from "@ngrx/store";
+import {CUSTOM_ELEMENTS_SCHEMA} from "@angular/core";
+
+describe('AppBarComponent', () => {
+  beforeEach(waitForAsync(() => {
+    TestBed.configureTestingModule({
+      declarations: [
+        AppBarComponent
+      ],
+      imports: [
+        StoreModule.forRoot({})
+      ],
+      schemas: [
+        CUSTOM_ELEMENTS_SCHEMA
+      ]
+    }).compileComponents();
+  }));
+
+  it('should render link titled "WEBSITE"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(1)').textContent).toContain('WEBSITE');
+  }));
+
+  it('should render link titled "FILE ISSUES"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(2)').textContent).toContain('FILE ISSUES');
+  }));
+
+  it('should render link titled "DOCUMENTATION"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(3)').textContent).toContain('DOCUMENTATION');
+  }));
+
+  it('should render link titled "CONTACT"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(4)').textContent).toContain('CONTACT');
+  }));
+
+  it('should render link titled "GITHUB"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(5)').textContent).toContain('GITHUB');
+  }));
+
+  it('should render link titled "METADATA"', waitForAsync(() => {
+    const fixture = TestBed.createComponent(AppBarComponent);
+    const compiled = fixture.debugElement.nativeElement;
+    expect(compiled.querySelector('.menu:nth-child(6)').textContent).toContain('METADATA');
+  }));
+});
diff --git a/asterixdb/asterix-dashboard/src/node/src/tests/input.component.spec.ts b/asterixdb/asterix-dashboard/src/node/src/tests/input.component.spec.ts
new file mode 100644
index 0000000..d006b44
--- /dev/null
+++ b/asterixdb/asterix-dashboard/src/node/src/tests/input.component.spec.ts
@@ -0,0 +1,213 @@
+/*
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+import {InputQueryComponent} from "../app/dashboard/query/input.component";
+import {ComponentFixture, TestBed, waitForAsync, async} from "@angular/core/testing";
+import {provideMockStore, MockStore} from "@ngrx/store/testing";
+import {CUSTOM_ELEMENTS_SCHEMA, DebugElement} from "@angular/core";
+import {By} from "@angular/platform-browser";
+import {HarnessLoader} from "@angular/cdk/testing";
+import {TestbedHarnessEnvironment} from "@angular/cdk/testing/testbed";
+
+describe('InputQueryComponent: unit test', () => {
+  let component: InputQueryComponent;
+  let fixture: ComponentFixture<InputQueryComponent>;
+  let de: DebugElement;
+  let el: HTMLElement;
+  let loader: HarnessLoader;
+
+  let store: MockStore;
+  const initialState = {
+    sqlQuery: {
+      currentRequestId: '',
+      loadingHash: {},
+      loadedHash: {},
+      successHash:{},
+      errorHash: {},
+      sqlQueryString: "",
+      sqlQueryPlanFormat: "",
+      sqlQueryOutputFormat: "",
+      sqlQueryStringHash: {},
+      sqlQueryPlanFormatHash: {},
+      sqlQueryResultHash: {},
+      sqlQueryErrorHash: {},
+      sqlQueryPrepared: {},
+      sqlQueryMetrics: {},
+      sqlQueryWarnings: {}
+    },
+    cancelQuery: {
+      currentRequestId: "",
+      success: false
+    },
+    dataverse: {
+      loaded: false,
+      loading: false,
+      dataverses: [],
+      createDataverse: [],
+      createDataverseName: "",
+      createDataverseError: [],
+      createDataverseSuccess: false,
+      createDataverseFailed: false,
+      dropDataverse: [],
+      dropDataverseName: "",
+      dropDataverseError: [],
+      dropDataverseSuccess: false,
+      dropDataverseFailed: false,
+      defaultDataverseName: 'Default'
+    }
+  }
+
+  beforeEach(async() => {
+    await TestBed.configureTestingModule({
+      declarations: [
+        InputQueryComponent
+      ],
+      providers: [
+        provideMockStore({initialState})
+      ],
+      schemas: [CUSTOM_ELEMENTS_SCHEMA]
+    }).compileComponents();
+
+    store = TestBed.inject(MockStore);
+    spyOn(store, 'dispatch');
+    jasmine.DEFAULT_TIMEOUT_INTERVAL = 30000;
+  });
+
+  beforeEach(() => {
+    fixture = TestBed.createComponent(InputQueryComponent);
+    component = fixture.componentInstance;
+    de = fixture.debugElement;
+    fixture.detectChanges();
+    loader = TestbedHarnessEnvironment.loader(fixture);
+  });
+
+  it('should create', () => {
+    expect(component).toBeTruthy();
+  })
+
+  //query navigation
+  describe('query navigation tests', () => {
+    it('running query should call store.dispatch 3 times', () => {
+      expect(store.dispatch).toHaveBeenCalledTimes(3);
+
+      component.queryString = "select 1";
+      component.onClickRun();
+      fixture.detectChanges();
+      expect(store.dispatch).toHaveBeenCalledTimes(6);
+
+      component.queryString = "select 2";
+      component.onClickRun();
+      fixture.detectChanges();
+      expect(store.dispatch).toHaveBeenCalledTimes(9);
+
+      component.queryString = "select 3";
+      component.onClickRun();
+      fixture.detectChanges();
+      expect(store.dispatch).toHaveBeenCalledTimes(12);
+    });
+  });
+
+  //outputs
+  describe('test outputs', () => {
+    it('emits isExplain is false on click run', () => {
+      let actualInputToOutput = {};
+
+      component.inputToOutputEmitter.subscribe((inputToOutput) => {
+        actualInputToOutput = inputToOutput;
+      })
+
+      let button = de.query(By.css('.run'));
+      button.nativeElement.click();
+
+      expect(actualInputToOutput['isExplain']).toBe(false);
+    });
+
+    it('emits isExplain is true on click explain', () => {
+      let actualInputToOutput: boolean = undefined;
+
+      component.inputToOutputEmitter.subscribe((inputToOutput) => {
+        actualInputToOutput = inputToOutput['isExplain'];
+      })
+
+      let button = de.query(By.css('.explain'));
+      button.nativeElement.click();
+
+      expect(actualInputToOutput).toBe(true);
+    });
+
+    it('emits JSON output format when selected from dropdown', async()=> {
+      let outputFormat: string = undefined;
+
+      component.inputToOutputEmitter.subscribe((inputToOutput) => {
+        outputFormat = inputToOutput['outputFormat'];
+      })
+
+      component.outputOptions = 'JSON';
+
+      let button = de.query(By.css('.run'));
+      button.nativeElement.click();
+
+      expect(outputFormat).toEqual('JSON');
+    });
+
+    it('emits CSV (no header) output format when selected from dropdown', async() => {
+      let outputFormat: string = undefined;
+
+      component.inputToOutputEmitter.subscribe((inputToOutput) => {
+        outputFormat = inputToOutput['outputFormat'];
+      })
+
+      component.outputOptions = 'CSV';
+
+      let button = de.query(By.css('.run'));
+      button.nativeElement.click();
+
+      expect(outputFormat).toEqual('CSV');
+    });
+
+    it('emits CSV (header) output format when selected from dropdown', () => {
+      let outputFormat: string = undefined;
+
+
+      component.inputToOutputEmitter.subscribe((inputToOutput) => {
+        outputFormat = inputToOutput['outputFormat'];
+      })
+
+      component.outputOptions = 'CSV_header'
+
+      let button = de.query(By.css('.run'));
+      button.nativeElement.click();
+
+      expect(outputFormat).toEqual('CSV_header');
+    });
+  });
+
+  //clear tests
+  describe('clear() tests', () => {
+    it('clicking #clear() should clear query string', () => {
+      component.queryString = "select 1";
+      expect(component.queryString).toBe("select 1");
+      component.onClickClear();
+      expect(component.queryString).toBe("");
+    });
+
+    it('clicking clear should clear the editor on screen', async() => {
+      component.editor.getDoc().setValue("this is a test text");
+
+      let button = de.query(By.css('.clear'));
+      button.nativeElement.click();
+
+      expect(component.editor.getDoc().getValue()).toEqual("");
+      expect(component.queryString).toEqual("");
+    });
+
+  });
+});
diff --git a/asterixdb/asterix-doc/pom.xml b/asterixdb/asterix-doc/pom.xml
index 925beba..d0825d4 100644
--- a/asterixdb/asterix-doc/pom.xml
+++ b/asterixdb/asterix-doc/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <url>http://asterixdb.apache.org/</url>
@@ -52,7 +52,7 @@
             <configuration>
               <target>
                 <concat destfile="${project.build.directory}/generated-site/markdown/sqlpp/manual.md">
-                  <filelist dir="${project.basedir}/src/main/markdown/sqlpp" files="0_toc.md,1_intro.md,2_expr_title.md,2_expr.md,3_query_title.md,3_query.md,4_windowfunctions_title.md,4_windowfunctions.md,5_error_title.md,5_error.md,6_sql_diff_title.md,6_sql_diff.md,7_ddl_head.md,7_ddl_dml.md,appendix_1_title.md,appendix_1_keywords.md,appendix_2_title.md,appendix_2_parameters.md,appendix_2_parallel_sort.md,appendix_2_index_only.md,appendix_2_hints.md,appendix_3_title.md,appendix_3_resolution.md,appendix_4_title.md,appendix_4_manual_data.md" />
+                  <filelist dir="${project.basedir}/src/main/markdown/sqlpp" files="0_toc.md,1_intro.md,2_expr_title.md,2_expr.md,3_query_title.md,3_query.md,4_windowfunctions_title.md,4_windowfunctions.md,5_error_title.md,5_error.md,6_sql_diff_title.md,6_sql_diff.md,7_ddl_head.md,7_ddl_dml.md,appendix_1_title.md,appendix_1_keywords.md,appendix_2_title.md,appendix_2_parameters.md,appendix_2_parallel_sort.md,appendix_2_index_only.md,appendix_2_arrayindex.md,appendix_2_hints.md,appendix_3_title.md,appendix_3_resolution.md,appendix_4_title.md,appendix_4_manual_data.md" />
                 </concat>
                 <concat destfile="${project.build.directory}/generated-site/markdown/sqlpp/builtins.md">
                   <filelist dir="${project.basedir}/src/main/markdown/builtins" files="0_toc.md,0_toc_sqlpp.md,0_toc_common.md,1_numeric_common.md,1_numeric_delta.md,2_string_common.md,2_string_delta.md,3_binary.md,4_spatial.md,5_similarity.md,6_tokenizing.md,7_temporal.md,7_allens.md,8_record.md,9_aggregate_sql.md,10_comparison.md,11_type_common.md,11_type_delta.md,11_type_conversion.md,13_conditional.md,12_misc.md,15_bitwise.md,14_window.md" />
diff --git a/asterixdb/asterix-doc/src/main/grammar/sqlpp.ebnf b/asterixdb/asterix-doc/src/main/grammar/sqlpp.ebnf
index fd14252..b237f30 100644
--- a/asterixdb/asterix-doc/src/main/grammar/sqlpp.ebnf
+++ b/asterixdb/asterix-doc/src/main/grammar/sqlpp.ebnf
@@ -5,7 +5,7 @@
                  | OperatorExpr Operator OperatorExpr?
                  | OperatorExpr "BETWEEN" OperatorExpr "AND" OperatorExpr
 
-QuantifiedExpr::= ( "SOME" | "EVERY" ) Variable "IN" Expr ( "," Variable "IN" Expr )* "SATISFIES" Expr ("END")?
+QuantifiedExpr::= ( "SOME" | "EVERY" | ( "SOME" "AND" "EVERY" ) ) Variable "IN" Expr ( "," Variable "IN" Expr )* "SATISFIES" Expr ("END")?
 
 PathExpr ::= PrimaryExpr ("." Identifier | "[" Expr (":" (Expr)? )? "]")*
 
@@ -28,8 +28,6 @@
 
 ParenthesizedExpr ::= ("(" Expr ")") | Subquery
 
-Subquery ::= ("(" Selection ")")
-
 FunctionCall ::= OrdinaryFunctionCall | AggregateFunctionCall | WindowFunctionCall
 
 OrdinaryFunctionCall ::= (DataverseName ".")? Identifier "(" Expr ("," Expr)* ")"
@@ -42,12 +40,14 @@
 
 SearchedCaseExpr ::= "CASE" ("WHEN" Expr "THEN" Expr)+ ("ELSE" Expr)? "END"
 
-Constructor ::= ObjectConstructor | ArrayConstructor | MultisetConstructor
+Constructor ::= ObjectConstructor | ArrayConstructor | ParenthesizedArrayConstructor | MultisetConstructor
 
 ObjectConstructor ::= "{" ( Expr ( ":" Expr )? ( "," Expr ( ":" Expr )? )* )? "}"
 
 ArrayConstructor ::= "[" Expr ("," Expr)* "]"
 
+ParenthesizedArrayConstructor ::= "(" Expr ("," Expr)+ ")"
+
 MultisetConstructor ::= "{{" Expr ("," Expr)* "}}"
 
 Query ::= (Expr | Selection)
@@ -69,7 +69,8 @@
 
 NamedExpr ::= Expr ("AS"? Variable)?
 
-JoinStep ::= ("INNER" | ( ( "LEFT" | "RIGHT" ) "OUTER"?))? "JOIN" NamedExpr "ON" Expr
+JoinStep ::= ( ("INNER" | ( ( "LEFT" | "RIGHT" ) "OUTER"?))? "JOIN" NamedExpr "ON" Expr ) |
+             ( "CROSS" "JOIN" NamedExpr )
 
 UnnestStep ::= ("INNER" | ( "LEFT" "OUTER"?))? "UNNEST" NamedExpr
 
@@ -96,7 +97,7 @@
 
 WithClause ::= "WITH" Variable "AS" Expr ("," Variable "AS" Expr)*
 
-OrderbyClause ::= "ORDER BY" Expr ( "ASC" | "DESC" )? ( "," Expr ( "ASC" | "DESC" )? )*
+OrderbyClause ::= "ORDER BY" Expr ( "ASC" | "DESC" )? ( "NULLS" ( "FIRST" | "LAST" ) )? ( "," Expr ( "ASC" | "DESC" )? ( "NULLS" ( "FIRST" | "LAST" ) )? )*
 
 LimitClause ::= "LIMIT" Expr OffsetClause?
 
@@ -116,7 +117,7 @@
 
 WindowPartitionClause ::= "PARTITION" "BY" Expr ("," Expr)*
 
-WindowOrderClause ::= "ORDER" "BY" Expr ("ASC"|"DESC")? ("," Expr ("ASC" | "DESC")?)*
+WindowOrderClause ::= "ORDER" "BY" Expr ("ASC" | "DESC")? ( "NULLS" ( "FIRST" | "LAST" ) )? ("," Expr ("ASC" | "DESC")? ( "NULLS" ( "FIRST" | "LAST" ) )? )*
 
 WindowFrameClause ::= ("ROWS" | "RANGE" | "GROUPS") WindowFrameExtent
 
@@ -149,6 +150,7 @@
               | CreateIndex
               | CreateSynonym
               | CreateFunction
+              | CreateView
 
 DataverseName ::= Identifier ("." Identifier)*
 
@@ -210,10 +212,18 @@
 CreateIndex ::= CreateSecondaryIndex | CreatePrimaryKeyIndex
 
 CreateSecondaryIndex ::= "CREATE" "INDEX" Identifier ("IF" "NOT" "EXISTS")? "ON" QualifiedName
-                       "(" IndexField ( "," IndexField )* ")" ("TYPE" IndexType)? ("ENFORCED")?
+                       "(" IndexedElement ( "," IndexedElement )* ")" ("TYPE" IndexType)? ("ENFORCED")?
+                       (( "EXCLUDE" | "INCLUDE" ) "UNKNOWN" "KEY")?
 
 CreatePrimaryKeyIndex ::= "CREATE" "PRIMARY" "INDEX" Identifier? ("IF" "NOT" "EXISTS")? "ON" QualifiedName ("TYPE" "BTREE")?
 
+IndexedElement ::= ArrayIndexElement
+               | IndexField
+               | "(" ( ArrayIndexElement | IndexField ) ")"
+
+ArrayIndexElement ::= "UNNEST" NestedField ( "UNNEST" NestedField )*
+                      ( ( ":" TypeReference ) | ( "SELECT" NestedField ( ":" TypeReference )? ( "," NestedField ( ":" TypeReference )? )* ) )?
+
 IndexField ::= NestedField ( ":" TypeReference "?"? )?
 
 IndexType ::= "BTREE"
@@ -233,8 +243,10 @@
 
 ExternalFunctionDef ::= ("RETURNS" TypeExpr)? "AS" StringLiteral ("," StringLiteral )* "AT" QualifiedName ("WITH" ObjectConstructor)?
 
+CreateView ::= "CREATE" ("OR" "REPLACE")? "VIEW" QualifiedName ("IF" "NOT" "EXISTS")? "AS" Selection
+
 DropStmnt ::= "DROP" ("DATAVERSE" DataverseName
-                     | ("TYPE" |"DATASET" | "SYNONYM") QualifiedName
+                     | ("TYPE" |"DATASET" |"SYNONYM" |"VIEW") QualifiedName
                      | "INDEX" DoubleQualifiedName
                      | "FUNCTION" FunctionSignature ) ("IF" "EXISTS")?
 
diff --git a/asterixdb/asterix-doc/src/main/markdown/builtins/7_temporal.md b/asterixdb/asterix-doc/src/main/markdown/builtins/7_temporal.md
index ab8b753..a1cdda2 100644
--- a/asterixdb/asterix-doc/src/main/markdown/builtins/7_temporal.md
+++ b/asterixdb/asterix-doc/src/main/markdown/builtins/7_temporal.md
@@ -39,7 +39,7 @@
           "year": get_year(date("2010-10-30")),
           "month": get_month(datetime("1987-11-19T23:49:23.938")),
           "day": get_day(date("2010-10-30")),
-          "hour": get_hour(time("12:23:34.930+07:00")),
+          "hour": get_hour(time("12:23:34.930")),
           "min": get_minute(duration("P3Y73M632DT49H743M3948.94S")),
           "second": get_second(datetime("1987-11-19T23:49:23.938")),
           "ms": get_millisecond(duration("P3Y73M632DT49H743M3948.94S"))
@@ -48,7 +48,7 @@
 
  * The expected result is:
 
-        { "year": 2010, "month": 11, "day": 30, "hour": 5, "min": 28, "second": 23, "ms": 94 }
+        { "year": 2010, "month": 11, "day": 30, "hour": 12, "min": 28, "second": 23, "ms": 94 }
 
 
 ### adjust_datetime_for_timezone ###
@@ -282,6 +282,15 @@
     * a `date` value from the datetime,
     * any other non-datetime input value will cause a type error.
 
+* Example:
+
+       get_date_from_datetime(datetime("2016-03-26T10:10:00"));
+
+* The expected result is:
+
+       date("2016-03-26")
+
+
 ### get_time_from_datetime ###
  * Syntax:
 
@@ -302,74 +311,110 @@
 
  * The expected result is:
 
-        time("10:10:00.000Z")
+        time("10:10:00.000")
 
 
 ### day_of_week ###
 * Syntax:
 
-        day_of_week(date)
+        day_of_week(date[, week_start_day])
 
 * Finds the day of the week for a given date (1_7)
 * Arguments:
-    * `date`: a `date` value (Can also be a `datetime`)
+    * `date`: a `date` or a `datetime` value
+    * `week_start_day`: (Optional) an integer or a string value (case-insensitive) specifying the day of the week
+      to start counting from: 1=Sun[day], 2=Mon[day], ..., 7=Sat[urday]. If omitted, the default is 1 (Sunday).
 * Return Value:
-    * an `tinyint` representing the day of the week (1_7),
+    * an `bigint` representing the day of the week (1_7),
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
     * any other non-date input value will cause a type error.
 
 * Example:
 
-        day_of_week(datetime("2012-12-30T12:12:12.039Z"));
-
+        {
+          "day_1": day_of_week(datetime("2012-12-30T12:12:12.039")),
+          "day_2": day_of_week(datetime("2012-12-30T12:12:12.039"), 2),
+          "day_3": day_of_week(datetime("2012-12-30T12:12:12.039"), "Monday"),
+          "day_4": day_of_week(datetime("2012-12-30T12:12:12.039"), "MON")
+        };
 
 * The expected result is:
 
-        7
+        { "day_1": 1, "day_2": 7, "day_3": 7, "day_4": 7 }
 
+### day_of_year ###
+* Syntax:
 
-### date_from_unix_time_in_days ###
- * Syntax:
+        day_of_year(date)
 
-        date_from_unix_time_in_days(numeric_value)
-
- * Gets a date representing the time after `numeric_value` days since 1970_01_01.
- * Arguments:
-    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of days.
- * Return Value:
-    * a `date` value as the time after `numeric_value` days since 1970-01-01,
+* Finds the day of the year for a given date
+* Arguments:
+    * `date`: a `date` or a `datetime` value
+* Return Value:
+    * an `bigint` representing the day of the year,
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
-    * any other non-numeric input value will cause a type error.
+    * any other non-date input value will cause a type error.
 
-### datetime_from_unix_time_in_ms ###
- * Syntax:
+* Example:
 
-        datetime_from_unix_time_in_ms(numeric_value)
+        day_of_year(date("2011-12-31"));
 
- * Gets a datetime representing the time after `numeric_value` milliseconds since 1970_01_01T00:00:00Z.
- * Arguments:
-    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of milliseconds.
- * Return Value:
-    * a `datetime` value as the time after `numeric_value` milliseconds since 1970-01-01T00:00:00Z,
+* The expected result is:
+
+        365
+
+### week_of_year ###
+* Syntax:
+
+        week_of_year(date[, week_start_day])
+
+* Finds the week of the year for a given date
+* Arguments:
+    * `date`: a `date` or a `datetime` value
+    * `week_start_day`: (Optional) an integer or a string value (case-insensitive) specifying the day of the week
+      to start counting from: 1=Sun[day], 2=Mon[day], ..., 7=Sat[urday]. If omitted, the default is 1 (Sunday).
+* Return Value:
+    * an `bigint` representing the week of the year,
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
-    * any other non-numeric input value will cause a type error.
+    * any other non-date input value will cause a type error.
 
-### datetime_from_unix_time_in_secs ###
- * Syntax:
+* Example:
 
-        datetime_from_unix_time_in_secs(numeric_value)
+        {
+          "week_1": week_of_year(date("2012-12-01")),
+          "week_2": week_of_year(date("2012-12-01"), 2),
+          "week_3": week_of_year(date("2012-12-01"), "Monday"),
+          "week_4": week_of_year(date("2012-12-01"), "MON")
+        };
 
- * Gets a datetime representing the time after `numeric_value` seconds since 1970_01_01T00:00:00Z.
- * Arguments:
-    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of seconds.
- * Return Value:
-    * a `datetime` value as the time after `numeric_value` seconds since 1970_01_01T00:00:00Z,
+* The expected result is:
+
+        { "week_1": 48, "week_2": 49, "week_3": 49, "week_4": 49 }
+
+### quarter_of_year ###
+* Syntax:
+
+        quarter_of_year(date)
+
+* Finds the quarter of the year for a given date
+* Arguments:
+    * `date`: a `date` or a `datetime` value
+* Return Value:
+    * an `bigint` representing the quarter of the year (1_4),
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
-    * any other non-numeric input value will cause a type error.
+    * any other non-date input value will cause a type error.
+
+* Example:
+
+        quarter_of_year(date("2011-12-31"));
+
+* The expected result is:
+
+        4
 
 ### datetime_from_date_time ###
 * Syntax:
@@ -388,40 +433,111 @@
         * the first argument is any other non-date value,
         * or, the second argument is any other non-time value.
 
-### time_from_unix_time_in_ms ###
+### date_from_unix_time_in_days ###
  * Syntax:
 
-        time_from_unix_time_in_ms(numeric_value)
+        date_from_unix_time_in_days(numeric_value)
 
- * Gets a time representing the time after `numeric_value` milliseconds since 00:00:00.000Z.
+ * Gets a date representing the time after `numeric_value` days since 1970-01-01.
+ * Arguments:
+    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of days.
+ * Return Value:
+    * a `date` value as the time after `numeric_value` days since 1970-01-01,
+    * `missing` if the argument is a `missing` value,
+    * `null` if the argument is a `null` value,
+    * any other non-numeric input value will cause a type error.
+
+* Example:
+
+        date_from_unix_time_in_days(15800);
+
+* The expected result is:
+
+       date("2013-04-05")
+
+
+### datetime_from_unix_time_in_ms ###
+ * Syntax:
+
+        datetime_from_unix_time_in_ms(numeric_value[, string])
+
+ * Gets a datetime representing the time after `numeric_value` milliseconds since 1970-01-01T00:00:00Z.
  * Arguments:
     * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of milliseconds.
+    * `string` : (Optional) a string representing the target timezone as defined by IANA Time Zone Database.
+      If omitted, the default is UTC.
  * Return Value:
-    * a `time` value as the time after `numeric_value` milliseconds since 00:00:00.000Z,
+    * a `datetime` value as the time in the target time zone after `numeric_value` milliseconds since 1970-01-01T00:00:00Z,
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
     * any other non-numeric input value will cause a type error.
 
  * Example:
 
+         {
+           "datetime_1": datetime_from_unix_time_in_ms(1365139700000),
+           "datetime_2": datetime_from_unix_time_in_ms(1365139700000, "America/Los_Angeles")
+         };
+
+* The expected result is:
+
+       { "datetime_1": datetime("2013-04-05T05:28:20.000"), "datetime_2": datetime("2013-04-04T22:28:20.000") }
+
+### datetime_from_unix_time_in_secs ###
+ * Syntax:
+
+        datetime_from_unix_time_in_secs(numeric_value[, string])
+
+ * Gets a datetime representing the time after `numeric_value` seconds since 1970-01-01T00:00:00Z.
+ * Arguments:
+    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of seconds.
+    * `string` : (Optional) a string representing the target timezone as defined by IANA Time Zone Database.
+      If omitted, the default is UTC.
+ * Return Value:
+    * a `datetime` value as the time in the target time zone after `numeric_value` seconds since 1970-01-01T00:00:00Z,
+    * `missing` if the argument is a `missing` value,
+    * `null` if the argument is a `null` value,
+    * any other non-numeric input value will cause a type error.
+
+* Example:
+
         {
-          "date": date_from_unix_time_in_days(15800),
-          "datetime": datetime_from_unix_time_in_ms(1365139700000),
-          "time": time_from_unix_time_in_ms(3748)
+          "datetime_1": datetime_from_unix_time_in_secs(1365139700),
+          "datetime_2": datetime_from_unix_time_in_secs(1365139700, "America/Los_Angeles")
         };
 
+* The expected result is:
+
+       { "datetime_1": datetime("2013-04-05T05:28:20.000"), "datetime_2": datetime("2013-04-04T22:28:20.000") }
+
+### time_from_unix_time_in_ms ###
+ * Syntax:
+
+        time_from_unix_time_in_ms(numeric_value)
+
+ * Gets a time representing the time after `numeric_value` milliseconds since 00:00:00.000.
+ * Arguments:
+    * `numeric_value`: a `tinyint`/`smallint`/`integer`/`bigint` value representing the number of milliseconds.
+ * Return Value:
+    * a `time` value as the time after `numeric_value` milliseconds since 00:00:00.000,
+    * `missing` if the argument is a `missing` value,
+    * `null` if the argument is a `null` value,
+    * any other non-numeric input value will cause a type error.
+
+ * Example:
+
+        time_from_unix_time_in_ms(3748);
 
  * The expected result is:
 
-        { "date": date("2013-04-05"), "datetime": datetime("2013-04-05T05:28:20.000Z"), "time": time("00:00:03.748Z") }
-
+        time("00:00:03.748")
 
 ### unix_time_from_date_in_days ###
  * Syntax:
 
         unix_time_from_date_in_days(date_value)
 
- * Gets an integer value representing the number of days since 1970_01_01 for `date_value`.
+ * Gets an integer value representing the number of days since 1970-01-01 for `date_value`.
  * Arguments:
     * `date_value`: a `date` value.
  * Return Value:
@@ -430,43 +546,76 @@
     * `null` if the argument is a `null` value,
     * any other non-date input value will cause a type error.
 
+* Example:
+
+       unix_time_from_date_in_days(date("2013-04-05"));
+
+* The expected result is:
+
+       15800
 
 ### unix_time_from_datetime_in_ms ###
  * Syntax:
 
-        unix_time_from_datetime_in_ms(datetime_value)
+        unix_time_from_datetime_in_ms(datetime_value[, string])
 
- * Gets an integer value representing the time in milliseconds since 1970_01_01T00:00:00Z for `datetime_value`.
+ * Gets an integer value representing the time in milliseconds since 1970-01-01T00:00:00Z for `datetime_value`.
  * Arguments:
     * `datetime_value` : a `datetime` value.
+    * `string` : (Optional) a string representing the source timezone as defined by IANA Time Zone Database.
+      If omitted, the default is UTC.
+
  * Return Value:
     * a `bigint` value representing the number of milliseconds,
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
     * any other non-datetime input value will cause a type error.
 
+* Example:
+
+       {
+         "unix_time_1": unix_time_from_datetime_in_ms(datetime("2013-04-05T05:28:20.000")),
+         "unix_time_2": unix_time_from_datetime_in_ms(datetime("2013-04-04T22:28:20.000"), "America/Los_Angeles")
+       };
+
+* The expected result is:
+
+       { "unix_time_1": 1365139700000, "unix_time_2": 1365139700000 }
+
 
 ### unix_time_from_datetime_in_secs ###
  * Syntax:
 
-        unix_time_from_datetime_in_secs(datetime_value)
+        unix_time_from_datetime_in_secs(datetime_value[, string])
 
- * Gets an integer value representing the time in seconds since 1970_01_01T00:00:00Z for `datetime_value`.
+ * Gets an integer value representing the time in seconds since 1970-01-01T00:00:00Z for `datetime_value`.
  * Arguments:
     * `datetime_value` : a `datetime` value.
+   * `string` : (Optional) a string representing the source timezone as defined by IANA Time Zone Database.
+     If omitted, the default is UTC.
  * Return Value:
     * a `bigint` value representing the number of seconds,
     * `missing` if the argument is a `missing` value,
     * `null` if the argument is a `null` value,
     * any other non-datetime input value will cause a type error.
 
+* Example:
+
+       {
+         "unix_time_1": unix_time_from_datetime_in_secs(datetime("2013-04-05T05:28:20.000")),
+         "unix_time_2": unix_time_from_datetime_in_secs(datetime("2013-04-04T22:28:20.000"), "America/Los_Angeles")
+       };
+
+* The expected result is:
+
+       { "unix_time_1": 1365139700, "unix_time_2": 1365139700 }
 
 ### unix_time_from_time_in_ms ###
  * Syntax:
 
         unix_time_from_time_in_ms(time_value)
 
- * Gets an integer value representing the time the milliseconds since 00:00:00.000Z for `time_value`.
+ * Gets an integer value representing the time the milliseconds since 00:00:00.000 for `time_value`.
  * Arguments:
     * `time_value` : a `time` value.
  * Return Value:
@@ -477,17 +626,11 @@
 
  * Example:
 
-        {
-          "date": date_from_unix_time_in_days(15800),
-          "datetime": datetime_from_unix_time_in_ms(1365139700000),
-          "time": time_from_unix_time_in_ms(3748)
-        }
-
+        unix_time_from_time_in_ms(time("00:00:03.748"));
 
  * The expected result is:
 
-        { "date": date("2013-04-05"), "datetime": datetime("2013-04-05T05:28:20.000Z"), "time": time("00:00:03.748Z") }
-
+        3748
 
 ### parse_date/parse_time/parse_datetime ###
 * Syntax:
@@ -501,13 +644,16 @@
        * `h` hours
        * `m` minutes
        * `s` seconds
-       * `n` milliseconds
+       * `n` (or `S`) milliseconds
        * `a` am/pm
-       * `z` timezone
+       * `z` timezone (parsed and ignored)
        * `Y` year
+       * `Q` quarter of year (1-4)
+       * `QQ` quarter of year (01-04)
        * `M` month
        * `D` day
-       * `W` weekday
+       * `EEE` weekday (abbreviated name, parsed and ignored)
+       * `EEEE` weekday (full name, parsed and ignored)
        * `_`, `'`, `/`, `.`, `,`, `T` seperators for both time and date
 * Return Value:
     * a `date/time/date_time` value corresponding to `date`,
@@ -523,7 +669,7 @@
 
 * The expected result is:
 
-        time("00:30:30.000Z")
+        time("00:30:30.000")
 
 
 ### print_date/print_time/print_datetime ###
@@ -538,13 +684,18 @@
        * `h` hours
        * `m` minutes
        * `s` seconds
-       * `n` milliseconds
+       * `n` (or `S`) milliseconds
        * `a` am/pm
-       * `z` timezone
        * `Y` year
+       * `Q` quarter of year (1-4)
+       * `QQ` quarter of year (01-04)
        * `M` month
+       * `MMM` month (abbreviated name)
+       * `MMMM` month (full name)
        * `D` day
-       * `W` weekday
+       * `DDD` day of year 
+       * `EEE` weekday (abbreviated name)
+       * `EEEE` weekday (full name)
        * `_`, `'`, `/`, `.`, `,`, `T` seperators for both time and date
 * Return Value:
     * a `string` value corresponding to `date`,
@@ -556,7 +707,7 @@
 
 * Example:
 
-        print_time(time("00:30:30.000Z"),"m:s");
+        print_time(time("00:30:30.000"),"m:s");
 
 * The expected result is:
 
@@ -588,7 +739,7 @@
 
  * The expected result is:
 
-        { "start": date("1984_01_01"), "end": date("1985_01_01") }
+        { "start": date("1984-01-01"), "end": date("1985-01-01") }
 
 
 ### get_interval_start_date/get_interval_start_datetimeget_interval_start_time, get_interval_end_date/get_interval_end_datetime/get_interval_end_time ###
@@ -622,10 +773,10 @@
         {
           "start1": date("1984-01-01"),
           "end1": date("1985-01-01"),
-          "start2": datetime("1984-01-01T08:30:00.000Z"),
-          "end2": datetime("1985-01-01T09:30:00.000Z"),
-          "start3": time("08:30:00.000Z"),
-          "end3": time("09:30:00.000Z")
+          "start2": datetime("1984-01-01T08:30:00.000"),
+          "end2": datetime("1985-01-01T09:30:00.000"),
+          "start3": time("08:30:00.000"),
+          "end3": time("09:30:00.000")
         }
 
 
@@ -647,7 +798,8 @@
 
  * Example:
 
-        { "overlap1": get_overlapping_interval(interval(time("11:23:39"), time("18:27:19")), interval(time("12:23:39"), time("23:18:00"))),
+        {
+          "overlap1": get_overlapping_interval(interval(time("11:23:39"), time("18:27:19")), interval(time("12:23:39"), time("23:18:00"))),
           "overlap2": get_overlapping_interval(interval(time("12:23:39"), time("18:27:19")), interval(time("07:19:39"), time("09:18:00"))),
           "overlap3": get_overlapping_interval(interval(date("1980-11-30"), date("1999-09-09")), interval(date("2013-01-01"), date("2014-01-01"))),
           "overlap4": get_overlapping_interval(interval(date("1980-11-30"), date("2099-09-09")), interval(date("2013-01-01"), date("2014-01-01"))),
@@ -657,11 +809,12 @@
 
  * The expected result is:
 
-        { "overlap1": interval(time("12:23:39.000Z"), time("18:27:19.000Z")),
+        {
+          "overlap1": interval(time("12:23:39.000"), time("18:27:19.000")),
           "overlap2": null,
           "overlap3": null,
-          "overlap4": interval(date("2013-01-01"), date("2014_01_01")),
-          "overlap5": interval(datetime("1989-03-04T12:23:39.000Z"), datetime("2000-10-30T18:27:19.000Z")),
+          "overlap4": interval(date("2013-01-01"), date("2014-01-01")),
+          "overlap5": interval(datetime("1989-03-04T12:23:39.000"), datetime("2000-10-30T18:27:19.000")),
           "overlap6": null
         }
 
@@ -680,32 +833,32 @@
         * date +|_ year_month_duration
         * date +|_ day_time_duration
         * time +|_ day_time_duration
-  * Return Value:
-    * a `interval` value representing the bin containing the `time_to_bin` value. Note that the internal type of
-      this interval value should be the same as the `time_to_bin` type,
-    * `missing` if any argument is a `missing` value,
-    * `null` if any argument is a `null` value but no argument is a `missing` value,
-    * a type error will be raised if:
-        * the first argument or the second argument is any other non-date/non-time/non-datetime value,
-        * or, the second argument is any other non-year_month_duration/non-day_time_duration value.
+ * Return Value:
+   * a `interval` value representing the bin containing the `time_to_bin` value. Note that the internal type of
+     this interval value should be the same as the `time_to_bin` type,
+   * `missing` if any argument is a `missing` value,
+   * `null` if any argument is a `null` value but no argument is a `missing` value,
+   * a type error will be raised if:
+       * the first argument or the second argument is any other non-date/non-time/non-datetime value,
+       * or, the second argument is any other non-year_month_duration/non-day_time_duration value.
 
-  * Example:
+ * Example:
 
-        {
-          "bin1": interval_bin(date("2010-10-30"), date("1990-01-01"), year_month_duration("P1Y")),
-          "bin2": interval_bin(datetime("1987-11-19T23:49:23.938"), datetime("1990-01-01T00:00:00.000Z"), year_month_duration("P6M")),
-          "bin3": interval_bin(time("12:23:34.930+07:00"), time("00:00:00"), day_time_duration("PT1M")),
-          "bin4": interval_bin(datetime("1987-11-19T23:49:23.938"), datetime("2013-01-01T00:00:00.000"), day_time_duration("PT24H"))
-        };
+       {
+         "bin1": interval_bin(date("2010-10-30"), date("1990-01-01"), year_month_duration("P1Y")),
+         "bin2": interval_bin(datetime("1987-11-19T23:49:23.938"), datetime("1990-01-01T00:00:00.000"), year_month_duration("P6M")),
+         "bin3": interval_bin(time("12:23:34.930+07:00"), time("00:00:00"), day_time_duration("PT1M")),
+         "bin4": interval_bin(datetime("1987-11-19T23:49:23.938"), datetime("2013-01-01T00:00:00.000"), day_time_duration("PT24H"))
+       };
 
-   * The expected result is:
+ * The expected result is:
 
-        {
-          "bin1": interval(date("2010-01-01"),date("2011-01-01")),
-          "bin2": interval(datetime("1987-07-01T00:00:00.000Z"), datetime("1988-01-01T00:00:00.000Z")),
-          "bin3": interval(time("05:23:00.000Z"), time("05:24:00.000Z")),
-          "bin4": interval(datetime("1987-11-19T00:00:00.000Z"), datetime("1987-11-20T00:00:00.000Z"))
-        }
+      {
+         "bin1": interval(date("2010-01-01"), date("2011-01-01")),
+         "bin2": interval(datetime("1987-07-01T00:00:00.000"), datetime("1988-01-01T00:00:00.000")),
+         "bin3": interval(time("12:23:00.000"), time("12:24:00.000")),
+         "bin4": interval(datetime("1987-11-19T00:00:00.000"), datetime("1987-11-20T00:00:00.000"))
+      }
 
 
 ### interval_start_from_date/time/datetime ###
@@ -733,12 +886,12 @@
           "interval3": interval_start_from_datetime("1999-09-09T09:09:09.999", duration("P2M30D"))
         };
 
- * The expectecd result is:
+ * The expected result is:
 
         {
           "interval1": interval(date("1984-01-01"), date("1985-01-01")),
-          "interval2": interval(time("02:23:28.394Z"), time("05:47:28.394Z")),
-          "interval3": interval(datetime("1999-09-09T09:09:09.999Z"), datetime("1999-12-09T09:09:09.999Z"))
+          "interval2": interval(time("02:23:28.394"), time("05:47:28.394")),
+          "interval3": interval(datetime("1999-09-09T09:09:09.999"), datetime("1999-12-09T09:09:09.999"))
         }
 
 
@@ -746,20 +899,20 @@
   * Return Value:
     * a `interval` value representing the bin containing the `time_to_bin` value. Note that the internal type of this interval value should be the same as the `time_to_bin` type.
 
- * Syntax:
+  * Syntax:
 
-        overlap_bins(interval, time_bin_anchor, duration_bin_size)
+         overlap_bins(interval, time_bin_anchor, duration_bin_size)
 
- * Returns an ordered list of `interval` values representing each bin that is overlapping the `interval`.
- * Arguments:
-    * `interval`: an `interval` value
-    * `time_bin_anchor`: a date/time/datetime value representing an anchor of a bin starts. The type of this argument should be the same as the first `time_to_bin` argument.
-    * `duration_bin_size`: the duration value representing the size of the bin, in the type of year_month_duration or day_time_duration. The type of this duration should be compatible with the type of `time_to_bin`, so that the arithmetic operation between `time_to_bin` and `duration_bin_size` is well_defined. Currently AsterixDB supports the following arithmetic operations:
-        * datetime +|_ year_month_duration
-        * datetime +|_ day_time_duration
-        * date +|_ year_month_duration
-        * date +|_ day_time_duration
-        * time +|_ day_time_duration
+  * Returns an ordered list of `interval` values representing each bin that is overlapping the `interval`.
+  * Arguments:
+     * `interval`: an `interval` value
+     * `time_bin_anchor`: a date/time/datetime value representing an anchor of a bin starts. The type of this argument should be the same as the first `time_to_bin` argument.
+     * `duration_bin_size`: the duration value representing the size of the bin, in the type of year_month_duration or day_time_duration. The type of this duration should be compatible with the type of `time_to_bin`, so that the arithmetic operation between `time_to_bin` and `duration_bin_size` is well_defined. Currently AsterixDB supports the following arithmetic operations:
+         * datetime +|_ year_month_duration
+         * datetime +|_ day_time_duration
+         * date +|_ year_month_duration
+         * date +|_ day_time_duration
+         * time +|_ day_time_duration
   * Return Value:
     * a ordered list of `interval` values representing each bin that is overlapping the `interval`.
       Note that the internal type as `time_to_bin` and `duration_bin_size`.
@@ -779,25 +932,25 @@
                                       datetime("1900-01-01T00:00:00.000"), year_month_duration("P100Y"))
         };
 
-   * The expected result is:
+  * The expected result is:
 
-        {
-          "timebins": [
-                        interval(time("17:00:00.000Z"), time("17:30:00.000Z")),
-                        interval(time("17:30:00.000Z"), time("18:00:00.000Z")),
-                        interval(time("18:00:00.000Z"), time("18:30:00.000Z")),
-                        interval(time("18:30:00.000Z"), time("19:00:00.000Z"))
-                      ],
-          "datebins": [
-                        interval(date("1980-01-01"), date("1990-01-01")),
-                        interval(date("1990-01-01"), date("2000-01-01")),
-                        interval(date("2000-01-01"), date("2010-01-01")),
-                        interval(date("2010-01-01"), date("2020-01-01"))
-                      ],
-          "datetimebins": [
-                            interval(datetime("1800-01-01T00:00:00.000Z"), datetime("1900-01-01T00:00:00.000Z")),
-                            interval(datetime("1900-01-01T00:00:00.000Z"), datetime("2000-01-01T00:00:00.000Z")),
-                            interval(datetime("2000-01-01T00:00:00.000Z"), datetime("2100-01-01T00:00:00.000Z"))
-                           ]
-        };
-
+       {
+         "timebins": [
+                       interval(time("17:00:00.000"), time("17:30:00.000")),
+                       interval(time("17:30:00.000"), time("18:00:00.000")),
+                       interval(time("18:00:00.000"), time("18:30:00.000")),
+                       interval(time("18:30:00.000"), time("19:00:00.000"))
+                     ],
+         "datebins": [
+                       interval(date("1980-01-01"), date("1990-01-01")),
+                       interval(date("1990-01-01"), date("2000-01-01")),
+                       interval(date("2000-01-01"), date("2010-01-01")),
+                       interval(date("2010-01-01"), date("2020-01-01"))
+                     ],
+         "datetimebins":
+                     [
+                       interval(datetime("1800-01-01T00:00:00.000"), datetime("1900-01-01T00:00:00.000")),
+                       interval(datetime("1900-01-01T00:00:00.000"), datetime("2000-01-01T00:00:00.000")),
+                       interval(datetime("2000-01-01T00:00:00.000"), datetime("2100-01-01T00:00:00.000"))
+                     ]
+       };
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/0_toc.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/0_toc.md
index 47ed4e7..01ea63c 100644
--- a/asterixdb/asterix-doc/src/main/markdown/sqlpp/0_toc.md
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/0_toc.md
@@ -81,6 +81,7 @@
 			* [Create Index](#Indices)
 			* [Create Synonym](#Synonyms)
 			* [Create Function](#Create_function)
+			* [Create View](#Create_view)
 		   * [Drop Statement](#Removal)
 		   * [Load Statement](#Load_statement)
       * [Modification Statements](#Modification_statements)
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/2_expr.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/2_expr.md
index de7f442..46ff6e7 100644
--- a/asterixdb/asterix-doc/src/main/markdown/sqlpp/2_expr.md
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/2_expr.md
@@ -53,7 +53,7 @@
 | &#124;&#124;                                                                |  String concatenation |
 | IS NULL, IS NOT NULL, IS MISSING, IS NOT MISSING, <br/>IS UNKNOWN, IS NOT UNKNOWN, IS VALUED, IS NOT VALUED | Unknown value comparison |
 | BETWEEN, NOT BETWEEN                                                        | Range comparison (inclusive on both sides) |
-| =, !=, <>, <, >, <=, >=, LIKE, NOT LIKE, IN, NOT IN                             | Comparison  |
+| =, !=, <>, <, >, <=, >=, LIKE, NOT LIKE, IN, NOT IN, IS DISTINCT FROM, IS NOT DISTINCT FROM | Comparison  |
 | NOT                                                                         | Logical negation |
 | AND                                                                         | Conjunction |
 | OR                                                                          | Disjunction |
@@ -130,6 +130,8 @@
 | >=             |  Greater than or equal to                      | FROM customers AS c <br/> WHERE c.rating >= 640 <br/> SELECT *; |
 | LIKE           |  Test if the left side matches a pattern defined on the right side; in the pattern,  "%" matches any string while "&#95;" matches any character. | FROM customers AS c WHERE c.name LIKE "%Dodge%" SELECT *;|
 | NOT LIKE       |  Test if the left side does not match a pattern defined on the right side; in the pattern, "%" matches any string while "&#95;" matches any character. | FROM customers AS c WHERE c.name NOT LIKE "%Dodge%" SELECT *;|
+| IS DISTINCT FROM | Inequality test that that treats NULL values as equal to each other and MISSING values as equal to each other | FROM orders AS o <br/> WHERE o.order_date IS DISTINCT FROM o.ship_date <br/> SELECT *; | |
+| IS NOT DISTINCT FROM | Equality test that treats NULL values as equal to each other and MISSING values as equal to each other | FROM orders AS o <br/> WHERE o.order_date IS NOT DISTINCT FROM o.ship_date <br/> SELECT *;  |
 
 The following table summarizes how the missing value comparison operators work.
 
@@ -191,7 +193,7 @@
 The following pair of examples illustrate the use of a quantified expression to test that every (or some) element in the
 set [1, 2, 3] of integers is less than three. The first example yields `FALSE` and second example yields `TRUE`.
 
-It is useful to note that if the set were instead the empty set, the first expression would yield `TRUE` ("every" value in an empty set satisfies the condition) while the second expression would yield `FALSE` (since there isn't "some" value, as there are no values in the set, that satisfies the condition).
+It is useful to note that if the set were instead the empty set, the first expression would yield `TRUE` ("every" value in an empty set satisfies the condition) while the second expression would yield `FALSE` (since there isn't "some" value, as there are no values in the set, that satisfies the condition). To express a universal predicate that yields `FALSE` with the empty set, we would use the quantifier `SOME AND EVERY` in lieu of `EVERY`.
 
 A quantified expression will return a `NULL` (or `MISSING`) if the first expression in it evaluates to `NULL` (or `MISSING`).
 Otherwise, a type error will be raised if the first expression in a quantified expression does not return a collection.
@@ -406,6 +408,9 @@
 ##### ArrayConstructor
 ![](../images/diagrams/ArrayConstructor.png)
 
+##### ParenthesizedArrayConstructor
+![](../images/diagrams/ParenthesizedArrayConstructor.png)
+
 ##### MultisetConstructor
 ![](../images/diagrams/MultisetConstructor.png)
 
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/3_query.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/3_query.md
index c54467f..04a65d1 100644
--- a/asterixdb/asterix-doc/src/main/markdown/sqlpp/3_query.md
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/3_query.md
@@ -1541,9 +1541,12 @@
 The last three (optional) clauses to be processed in a query are `ORDER BY`, `LIMIT`, and `OFFSET`.
 
 The `ORDER BY` clause is used to globally sort data in either ascending order (i.e., `ASC`) or descending order (i.e., `DESC`).
-During ordering, `MISSING` and `NULL` are treated as being smaller than any other value if they are encountered
+During ordering (if the `NULLS` modifier is not specified), `MISSING` and `NULL` are treated as being smaller than any other value if they are encountered
 in the ordering key(s). `MISSING` is treated as smaller than `NULL` if both occur in the data being sorted.
-The ordering of values of a given type is consistent with its type's `<=` ordering; the ordering of values across types is implementation-defined but stable.
+The `NULLS` modifier determines how `MISSING` and `NULL` are ordered relative to all other values:
+first (`NULLS` `FIRST`) or last (`NULLS` `LAST`). The relative order between `MISSING` and `NULL` is not affected by the `NULLS` modifier
+(i.e. `MISSING` is still treated as smaller than `NULL`). The ordering of values of a given type is consistent with its type's `<=` ordering;
+the ordering of values across types is implementation-defined but stable.
 
 The `LIMIT` clause is used to limit the result set to a specified maximum size.
 The optional `OFFSET` clause is used to specify a number of items in the output stream to be discarded before the query result begins.
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/7_ddl_dml.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/7_ddl_dml.md
index f32d603..4ec5033 100644
--- a/asterixdb/asterix-doc/src/main/markdown/sqlpp/7_ddl_dml.md
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/7_ddl_dml.md
@@ -304,8 +304,14 @@
 ##### CreatePrimaryKeyIndex
 ![](../images/diagrams/CreatePrimaryKeyIndex.png)
 
+##### IndexedElement
+**![](../images/diagrams/IndexedElement.png)**
+
+##### ArrayIndexElement
+**![](../images/diagrams/ArrayIndexElement.png)**
+
 ##### IndexField
-![](../images/diagrams/IndexField.png)
+**![](../images/diagrams/IndexField.png)**
 
 ##### NestedField
 ![](../images/diagrams/NestedField.png)
@@ -317,6 +323,8 @@
 Supported index types include `BTREE` for totally ordered datatypes, `RTREE` for spatial data,
 and `KEYWORD` and `NGRAM` for textual (string) data.
 An index can be created on a nested field (or fields) by providing a valid path expression as an index field identifier.
+An array index can be created on an array or multiset datatype by providing a sequence of `UNNEST` and `SELECT`s to
+identify the field(s) to be indexed.
 
 An indexed field is not required to be part of the datatype associated with a dataset if the dataset's datatype
 is declared as open **and** if the field's type is provided along with its name and if the `ENFORCED` keyword is
@@ -331,6 +339,13 @@
 
     CREATE INDEX cCustIdx ON orders(custid) TYPE BTREE;
 
+The following example creates a btree index called `oCNameIdx` on the `cname` field of the orders dataset, but does not insert `NULL` and `MISSING` values into the index.
+By default, if `INCLUDE/EXCLUDE UNKNOWN KEY` is not specified, unknown values will be inserted into btree indexes.
+
+##### Example
+
+    CREATE INDEX oCNametIdx ON orders(cname) EXCLUDE UNKNOWN KEY;
+
 The following example creates an open btree index called `oCreatedTimeIdx` on the (non-declared) `createdTime` field of the `orders` dataset having `datetime` type.
 This index can be useful for accelerating exact-match queries, range search queries, and joins involving the `createdTime` field.
 The index is enforced so that records that do not have the `createdTime` field or have a mismatched type on the field
@@ -355,12 +370,19 @@
 a nested field residing within a object-valued user field in the `orders` dataset.
 This index can be useful for accelerating exact-match queries, range search queries,
 and joins involving the nested `orderUserName` field.
-Such nested fields must be singular, i.e., one cannot index through (or on) an array-valued field.
 
 ##### Example
 
     CREATE INDEX oOrderUserNameIdx ON orders(order.orderUserName) TYPE BTREE;
 
+The following example creates an array index called `oItemsPriceIdx` on the `price` field inside the `items` array of the `orders` dataset.
+This index can be useful for accelerating membership queries, existential or universal quantification queries, or joins involving the `price` field inside this array.
+Unknown values cannot currently be stored inside array indexes, so `EXCLUDE UNKNOWN KEY` must be specified.
+
+#### Example
+
+    CREATE INDEX oItemsPriceIdx ON orders(UNNEST items SELECT price) EXCLUDE UNKNOWN KEY;
+
 The following example creates an open rtree index called `oOrderLocIdx` on the order-location field of the `orders` dataset. This index can be useful for accelerating queries that use the [`spatial-intersect` function](builtins.html#spatial_intersect) in a predicate involving the sender-location field.
 
 ##### Example
@@ -436,9 +458,10 @@
 ##### CreateSynonym
 ![](../images/diagrams/CreateSynonym.png)
 
-The `CREATE SYNONYM` statement creates a synonym for a given dataset.
-This synonym may be used instead of the dataset name in `SELECT`, `INSERT`, `UPSERT`, `DELETE`, and `LOAD` statements.
-The target dataset does not need to exist when the synonym is created.
+The `CREATE SYNONYM` statement creates a synonym for a given dataset or a view.
+This synonym may be used instead of the dataset name in `SELECT`, `INSERT`, `UPSERT`, `DELETE`, and `LOAD` statements, 
+or instead of the view name in `SELECT` statements.
+The target dataset or view does not need to exist when the synonym is created.
 A synonym may be created for another synonym.
 
 ##### Example
@@ -504,6 +527,25 @@
 
     CREATE FUNCTION sentiment(a) AS "sentiment_mod", "sent_model.sentiment" AT pylib;
 
+#### <a id="Create_view">Create View</a>
+
+The `CREATE VIEW` statement creates a **named** view that can then be used in queries.
+The body of a view can be any `SELECT` statement.
+
+##### CreateView
+![](../images/diagrams/CreateView.png)
+
+##### Example
+
+    CREATE DATASET customers(customersType) PRIMARY KEY custid;
+
+    CREATE VIEW customersView AS 
+        SELECT c.custid, c.name
+        FROM customers AS c 
+        WHERE c.address.city = "Boston, MA";
+
+    SELECT * FROM customersView;
+
 ### <a id="Removal">Drop Statement</a>
 
 ##### DropStmnt
@@ -540,6 +582,8 @@
 
     DROP SYNONYM customersSynonym;
 
+    DROP VIEW customersView;
+
     DROP DATAVERSE CommerceData;
 
 When an artifact is dropped, it will be droppped from the current dataverse if none is specified
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_2_arrayindex.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_2_arrayindex.md
new file mode 100644
index 0000000..c3c13fc
--- /dev/null
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_2_arrayindex.md
@@ -0,0 +1,34 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+## <a id="ArrayIndexFlag">Controlling Array-Index Access Method Plan Parameter</a>
+By default, the system attempts to utilize array indexes as an access method if an array index is present and is applicable.
+If you believe that your query will not benefit from an array index, toggle the parameter below.
+
+*  **compiler.arrayindex**: if this is set to true, array indexes will be considered as an access method for applicable queries; the default value is true.
+
+
+#### Example
+
+    set `compiler.arrayindex` "false";
+
+    SELECT o.orderno
+    FROM orders o
+    WHERE SOME i IN o.items
+    SATISFIES i.price = 19.91;
diff --git a/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_3_resolution.md b/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_3_resolution.md
index a4acbb0..4393f5e 100644
--- a/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_3_resolution.md
+++ b/asterixdb/asterix-doc/src/main/markdown/sqlpp/appendix_3_resolution.md
@@ -215,7 +215,7 @@
 The rules for resolving the leftmost identifier are:
 
 1.  _In a `FROM` clause_: Names in a `FROM` clause identify the collections over which the query block will iterate.
-    These collections may be stored datasets or may be the results of nested query blocks.
+    These collections may be stored datasets, views, synonyms, or may be the results of nested query blocks.
     A stored dataset may be in a named dataverse or in the default dataverse.
     Thus, if the two-part name `a.b` is in a `FROM` clause, a might represent a dataverse and `b` might represent a dataset in that dataverse.
     Another example of a two-part name in a `FROM` clause is `FROM orders AS o, o.items AS i`.
@@ -229,12 +229,13 @@
     - (1B):  Otherwise, if the identifier is the first part of a two-part name like `a.b`, the name is treated as `dataverse.dataset`.
         If the identifier stands alone as a one-part name, it is treated as the name of a dataset in the default dataverse.
         If the designated dataset exists then the identifier is resolved to that dataset,
-        otherwise if a synonym with given name exists then the identifier is resolved to the target dataset of that
+        othwerise if a view with given name exists then the identifier is resolved to that view,
+        otherwise if a synonym with given name exists then the identifier is resolved to the target dataset or the target view of that
         synonym (potentially recursively if this synonym points to another synonym). An error will result if the designated
-        dataset or a synonym with this name does not exist.
+        dataset, view, or a synonym with this name does not exist.
 
-        Datasets take precedence over synonyms, so if both a dataset and a synonym have the same name then the
-        resolution is to the dataset.
+        Datasets and views take precedence over synonyms, so if both a dataset (or a view) and a synonym have the same name then the
+        resolution is to the dataset. Note that there cannot be a dataset and a view with the same name.
 
 2.  _Elsewhere in a query block_: In clauses other than `FROM`, a name typically identifies a field of some object.
     For example, if the expression `a.b` is in a `SELECT` or `WHERE` clause, it's likely that `a` represents an object and `b` represents a field in that object.
diff --git a/asterixdb/asterix-doc/src/main/spatial_join/spatial_join.md b/asterixdb/asterix-doc/src/main/spatial_join/spatial_join.md
new file mode 100644
index 0000000..ea89ef2
--- /dev/null
+++ b/asterixdb/asterix-doc/src/main/spatial_join/spatial_join.md
@@ -0,0 +1,65 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+## <a id="spatial_joins">Spatial Joins</a>
+AsterixDB supports efficient spatial join query performance.
+In particular, it will execute the [Partition Based Spatial-Merge Join](http://pages.cs.wisc.edu/~dewitt/includes/paradise/spjoin.pdf).
+(PBSM) algorithm for the join queries with a spatial function in join condition.
+
+Supported spatial functions:
+- `spatial_intersect(ARectangle, ARectangle)`.
+- ESRI's spatial functions: `st_intersects()`, `st_overlaps()`, `st_touches()`, `st_contains()`, `st_crosses()`, `st_within()`, `st_distance()`.
+
+Once the join condition contains a supported spatial function, users do not need to do any further action to trigger this efficient query plan.
+
+### <a id="spatial_partitioning_hint">Using a spatial partitioning hint</a>
+PBSM algorithm requires the following information to partition data into a grid:
+- The MBR of two input datasets.
+- Number of rows and columns of the grid.
+
+By default, the MBR will be computed at running time and the grid size is 100x100.
+However, users can also set other values for these parameters using spatial partitioning hint.
+
+##### Spatial partitioning hint example
+In this example, assume that MBR of two input datasets is (-180.0, -83.0, 180.0, 90.0) and grid size is 10x10.
+
+
+    /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */
+
+
+##### Spatial partitioning hint in a query
+
+    DROP DATAVERSE test IF EXISTS;
+    CREATE DATAVERSE test;
+    USE test;
+
+    -- Make GeomType
+    CREATE TYPE GeomType as closed {
+        id: int32,
+        geom: rectangle
+    };
+
+    -- Make Park dataset
+    CREATE DATASET ParkSet (GeomType) primary key id;
+
+    -- Make Lake dataset
+    CREATE DATASET LakeSet (GeomType) primary key id;
+
+    SELECT COUNT(*) FROM ParkSet AS ps, LakeSet AS ls
+    WHERE /*+ spatial-partitioning(-180.0, -83.0, 180.0, 90.0, 10, 10) */ spatial_intersect(ps.geom, ls.geom);
diff --git a/asterixdb/asterix-doc/src/main/spatial_join/spatial_join_title.md b/asterixdb/asterix-doc/src/main/spatial_join/spatial_join_title.md
new file mode 100644
index 0000000..2edac18
--- /dev/null
+++ b/asterixdb/asterix-doc/src/main/spatial_join/spatial_join_title.md
@@ -0,0 +1,24 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+# Spatial Joins
+
+## <a id="#toc">Table of Contents</a> ##
+* [Introduction](#spatial_joins)
+* [Spatial partitioning hint](#spatial_partitioning_hint)
diff --git a/asterixdb/asterix-doc/src/main/user-defined_function/udf.md b/asterixdb/asterix-doc/src/main/user-defined_function/udf.md
index 655113b..71e0fa2 100644
--- a/asterixdb/asterix-doc/src/main/user-defined_function/udf.md
+++ b/asterixdb/asterix-doc/src/main/user-defined_function/udf.md
@@ -60,7 +60,7 @@
 * `udfs` dataverse name
 * with a new Library name of `testlib`
 * from `lib.zip` in the present working directory
-* to the cluster at `localhost` with API port `19002`
+* to the cluster at `localhost` with API port `19004` of the Asterix CC
 * with credentials being a username and password of `admin:admin`
 
 we would execute
@@ -71,7 +71,13 @@
 
 In the AsterixDB source release, we provide several sample UDFs that you can try out.
 You need to build the AsterixDB source to get the compiled UDF package. It can be found under
-the `asterixdb-external` sub-project. Assuming that these UDFs have been installed into the `testlib` library in`udfs` dataverse,
+the `asterix-external-data` sub-project under the path
+`asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/library`.
+After compilation, the UDFs will be packed in a zip file at
+`asterixdb/asterix-external-data/target/asterix-external-data-$VERSION-testlib.zip`
+which you can use to upload to the AsterixDB cluster.
+
+Assuming that these UDFs have been installed into the `testlib` library in`udfs` dataverse,
 here is an example that uses the sample UDF `mysum` to compute the sum of two input integers.
 
     USE udfs;
diff --git a/asterixdb/asterix-doc/src/site/markdown/api.md b/asterixdb/asterix-doc/src/site/markdown/api.md
index d39919f..81f0e3b 100644
--- a/asterixdb/asterix-doc/src/site/markdown/api.md
+++ b/asterixdb/asterix-doc/src/site/markdown/api.md
@@ -39,6 +39,7 @@
   used e.g. to match individual requests, jobs, and responses. Another option could be to use it for groups of requests
   if an application decides to put e.g. an group identifier into that field to route groups of responses to a
   particular response processor.
+* `dataverse` - Default dataverse for this statement (Optional). If the specified dataverse does not exist then this setting is ignored.
 * `mode` - Result delivery mode. Possible values are `immediate`, `deferred`, `async` (default: `immediate`).
   If the delivery mode is `immediate` the query result is returned with the response.
   If the delivery mode is `deferred` the response contains a handle to the <a href="#queryresult">result</a>.
diff --git a/asterixdb/asterix-doc/src/site/markdown/dashboard.md b/asterixdb/asterix-doc/src/site/markdown/dashboard.md
new file mode 100644
index 0000000..66c2632
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/markdown/dashboard.md
@@ -0,0 +1,272 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+ 
+ # AsterixDB Administration Console #
+ 
+ ## <a id="toc">Table of Contents</a>
+ 
+ * [Basics](#basics)
+ * [Query Navigation](#qnav)
+ * [Metadata Inspector](#metadatainspector)
+ * [Interactive Plan Viewer](#planviewer)
+ * [Exporting Data](#exporting)
+ * [Development](#development)
+ 
+## <a id="basics">Basic Usage</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+Executing a query is easy. Type your query into the query input box, select your run configurations, and then click the 
+green play button to run the query. The output will appear below in the “Output” section.
+
+__Input Options__
+
+* `Dataverse` -   the dataverse that the query will use. The default is the `Default` dataverse. 
+This input is not required and can be autodetected by running the query (see Figure 1). 
+* `Output Format` - specifies the format of the result of the query.
+    * `JSON` (default) - query results are returned in JSON. Viewable in “Tree” and “Table” mode.
+    * `CSV (no header)` - query results are returned in CSV format without the header. Viewable only in “Table” mode.
+    * `CSV (header)` -  query results are returned in CSV format with the header. Viewable only in “Table” mode. 
+    See the [Exporting Data](#exporting) section for more information and examples.
+* `Plan Format` -  specifies the format of the query plan (if requested). 
+    * `JSON` (default) - results in showing the interactive query plan viewer.
+    * `STRING` - results in the text / string format of the query plan. Equivalent to the text format from the legacy 19001 console.
+
+To execute the query, click the green triangle in the bottom right of the query input section. 
+Users may also choose to click the “Explain” button. This option will not actually run the query. 
+It will return only the query plan instead. The console will default the view in the output section to “Plan” as well.
+
+To cancel the query, click the red stop button in the bottom right of the query input section. 
+This will send a “DELETE” request to the server and cancel the previous request.
+
+![Figure 1: Input Component](../resources/images/dashboard_screenshots/input_component.png)\
+Figure 1: The input component of the console
+
+The dashboard also now supports autocomplete of SQL++ keywords. Use `CTRL+Space` to activate the autocomplete feature (see Figure 2). 
+
+![Figure 2: Autocomplete](../resources/images/dashboard_screenshots/autocomplete.png)\
+Figure 2: Example of autocomplete
+
+## <a id="qnav">Query Navigation</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+This console supports query history and has two different ways of navigating the query history. On the input bar there 
+is a section for `QUERY HISTORY` and there are also two arrows (`<` and `>`).
+
+Utilizing the arrows will let you traverse all previously run queries one by one. However, if the console is already at 
+the most recent query in the history and the user clicks the `>` or forward arrow, it will create a new empty query.
+
+The `QUERY HISTORY` drop down allows users to jump to a specific query in the history without having to step through it with the arrows.
+
+When executing a query, this query will be counted as a new query if it is different 
+(comparison is purely based on the query text, not the results) from the most recent query. 
+It will subsequently be added to the front of the query history.
+
+## <a id="metadatainspector">Metadata Inspector</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+The metadata inspector is the column on the right side of the console (see Figure 3). The `Refresh` button is used to 
+update the current metadata. When a user creates or drops a dataverse, dataset, datatype, user-defined function, or index, 
+the changes will not be automatically reflected. The user must click the `Refresh` button to get the most up to date metadata.
+
+![Figure 3: Metadata Inspector](../resources/images/dashboard_screenshots/metadata_inspector.png)\
+Figure 3: The metadata inspector
+
+The console supports multiple dialogs/windows open at once. All of these are resizable and draggable as well.
+
+Users can also click the `JSON` / `SUMMARY` button in the dialog windows to toggle between the raw and parsed views of 
+the metadata objects. `SUMMARY` is the default.
+
+#### Dataverse
+
+Clicking a dataverse will add it to the shown metadata in the inspector. Users can easily see which dataverses are 
+currently being shown by the check mark to the left of the dataverse name. Users can select as many dataverses as desired. 
+The datasets, datatypes, indices, and user-defined functions that are contained in the selected dataverses will appear 
+in their corresponding sections.
+
+#### Datasets
+
+Clicking on a dataset will open a draggable and expandable window that contains information about the dataset.
+
+* `Dataverse` - which dataverse the dataset belongs to.
+* `Dataset` - the name of the dataset.
+* `Datatype Name` - the name of the datatype of the dataset.
+* `Primary Keys` - the primary keys of the dataset.
+* `Sample` - if there is data inserted into the dataset, this is a section where viewers can see a sample of the dataset.
+It is equivalent to the user querying: `SELECT * FROM {dataset} LIMIT 1`.
+
+#### Datatypes
+
+Clicking on a datatype will open a draggable and expandable window that contains information about the datatype. 
+The console includes support for nested datatypes.
+
+* `Dataverse` - which dataverse the datatype belongs to.
+* `Datatype Name` - the name of the datatype.
+* `Fields` - a list of the fields in the dataset. Each field has information on whether it is nullable or required. If 
+the field is nested (not a primitive type), click on it to see the information about that type. If the field is wrapped 
+in `[...]` or `{{...}}`, then it is an ordered list or unordered list respectively. If a field is italicized, it means 
+it is an anonymous type.
+
+NOTE: the `JSON` view does not support nested like the `SUMMARY` view does.
+
+#### Index
+
+Clicking on a dataset will open a draggable and expandable window that contains information about the index.
+
+* `Dataverse` - which dataverse the index belongs to.
+* `Index Name` - the name of the index.
+* `Index Type` - the type of the index (primary or not primary).
+* `Search Key(s)` - the key(s) of the index.
+
+#### User-Defined Functions
+
+Clicking on an user-defined function will open a draggable and expandable window that contains information about the 
+user-defined function.
+
+* `Dataverse` - which dataverse the user defined function (UDF) belongs to
+* `Function Name` - the name of the UDF
+* `Arity` - the number of parameters of the UDF
+* `Parameters` - the name of the parameters
+* `Definition` - the definition of the UDF
+
+## <a id="planviewer">Interactive Plan Viewer</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+To view the interactive plan viewer, either execute a query and switch to the `PLAN` tab in the output section or `EXPLAIN` 
+the query and it will default to the `PLAN` view.
+
+To interact with the query plan, drag to move around the graph. Users can also choose to utilize the scroll function to 
+zoom in and out of the plan. To the left of the plan will be the `Plan Explorer` (see Figure 5). This is the main way that users will 
+be able to interact with the plan.
+
+The plan orientation can be changed with the `Plan Explorer` under the `View` title. The default is 
+`bottom to top`, but it can be swapped to `top to bottom` if desired.
+
+The default view of the plan is not detailed (just showing operator IDs and operator names). To look at a more detailed 
+view of the plan, check the `Detailed` checkbox in the plan explorer and the plan will reload with more detail per node.
+
+![Figure 4: Plan Explorer](../resources/images/dashboard_screenshots/plan_explorer.png)\
+Figure 5: The plan explorer
+
+#### Traversing
+
+There are two main ways to traverse the query plan. The dropdown under `Node` will display the node the user is currently at. 
+This dropdown will keep track of the node the user is at throughout.
+
+The arrows next to the dropdown can be used to step through the plan node by node in a Depth First Search (DFS) fashion.
+
+Selecting a node from the dropdown will jump the viewer to the node in the plan that was selected. 
+
+Utilizing both the dropdown and arrows, it is easy to trace through an entire plan.
+
+#### Variables (Detailed mode only)
+
+Under the `Variable` section of the `Plan Explorer`, there is a dropdown that will contain all the variables that occur 
+in the plan. Selecting a variable there will jump the plan viewer to the node that contains the last (top-most in the plan) 
+occurrence of that variable. The user can see how many occurrences there are via the `Variable Occurrences` title above the dropdown. 
+The arrows to the right can be used to step through the occurrences.
+
+To skip to the variable’s declaration, click the `DECLARATION` button. This will jump the plan viewer to the node of the 
+very first occurrence of that variable. To get back to the previous node, click `BACK`.
+
+#### Search (Detailed mode only)
+
+Use the `Search` bar to type in a string of interest. The plan explorer will search the plan for that specific string in 
+each node. The number of matches will be displayed in the title above the search bar. Users can use the arrows to the 
+right to step through the nodes that matched. 
+
+Users must click `Clear` after finishing with a search.
+
+Unfortunately, at this time, regular expression search is not supported.
+
+#### Clear
+
+Clicking `Clear` will reset the query plan graph and focus the viewer on the first node in the plan.
+
+## <a id="exporting">Exporting Data</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+Exporting data is a key part of the console’s functionality. Users can select from JSON, JSONL, CSV (no header), 
+and CSV (header) as data types for the output.
+
+### JSON/JSONL:
+
+1. Select `JSON` on the input `Output Format` option and run the query that you want to export the results of
+2. Click `Export` in the output section
+3. Select between `JSON` and `JSONL` (JSON Lines) and adjust the filename to the desired name
+4. Click `Export` to start the download
+
+### CSV (no header):
+
+1. Select `CSV (no header)` on the input `Output Format` option and run the query that you want to export the results of
+2. Click `Export` in the output section
+3. Adjust the filename to the desired name
+4. Click `Export` to start the download
+
+### CSV (header):
+
+1. Create a datatype that supports the query you want to run
+2. Set the `output-record-type` to this type before your query
+3. Select `CSV (no header)` on the input `Output Format` option and run the query that you want to export the results of
+4. Click `Export` in the output section
+5. Adjust the filename to the desired name
+6. Click `Export` to start the download
+
+This one is clearly a little more involved. In order to get the desired header in the CSV format, it is necessary to 
+set an `output-record-type` for the query. To better illustrate how to control this format, here is an example using the 
+TinySocial dataset from the “Using SQL++” AsterixDB primer.
+
+For context, here’s the GleambookMessages DDL statement.
+
+    CREATE TYPE GleambookMessageType AS {
+        messageId: int,
+        authorId: int,
+        inResponseTo: int?,
+        senderLocation: point?,
+        message: string
+    };
+
+    CREATE DATASET GleambookMessages(GleambookMessageType)
+        PRIMARY KEY messageId;
+
+First, create the type of the expected output. If the goal is to export `messageId`, `authorId`, and `senderLocation` in 
+CSV format with headers, create an additional type to support this export. 
+
+    CREATE TYPE GleambookMessages_exportCSV AS {
+        messageId: int,
+        authorId: int,
+        senderLocation: point
+    };
+    
+The query should then look something like this:
+    
+    USE TinySocial;
+    
+    SET `output-record-type` "GleambookMessages_exportCSV";
+    
+    SELECT messageId, authorId, senderLocation
+    FROM GleambookMessages;
+    
+Now run the query with the `CSV (header)` input option and the result will contain the header `messageId`, `authorId`, 
+and `senderLocation` (see Figure 5).
+
+![Figure 5: Sample CSV Header Output](../resources/images/dashboard_screenshots/csv_header_sample_output.png)\
+Figure 5: CSV (header) sample output
+
+## <a id="development">Development</a><font size="4"> <a href="#toc">[Back to TOC]</a></font>
+
+To start the development server, run `ng serve` or `npm start`. Navigate to `http://localhost:4200/`. 
+The app will automatically reload if you change any of the source files.
+
+To add a debugger, add a new `Javascrip Debug` configuration in the IntelliJ `Run Configurations` and set the URL to
+`http://localhost:4200/`. Additionally, you can set the file directory to asterix-dashboard.
\ No newline at end of file
diff --git a/asterixdb/asterix-doc/src/site/markdown/geo/functions.md b/asterixdb/asterix-doc/src/site/markdown/geo/functions.md
new file mode 100644
index 0000000..2bd2250
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/markdown/geo/functions.md
@@ -0,0 +1,643 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+# Support the standard GIS objects (DRAFT) #
+## <a id="toc">Table of Contents</a> ##
+
+* [Introduction](#Introduction)
+* [Construction functions](#construction)
+* [Primitive functions](#primitive)
+* [Spatial Predicate](#predicate)
+* [Spatial Analysis](#analysis)
+* [Spatial Aggregates](#aggregate)
+
+## <a id="Introduction">Introduction</a>
+ 
+To support standard GIS objects in AsterixDB, you need to use the `geometry` data type as follows.
+
+```
+DROP dataverse GeoJSON if exists;
+CREATE  dataverse GeoJSON;
+
+USE GeoJSON;
+
+CREATE TYPE GeometryType AS{
+  id : int,
+  myGeometry : geometry
+};
+
+CREATE DATASET Geometries (GeometryType) PRIMARY KEY id;
+```
+
+Please note that even though the [SRID](http://desktop.arcgis.com/en/arcmap/10.3/manage-data/using-sql-with-gdbs/what-is-an-srid.htm)
+input is supported for certain functions and is represented internally in the correct manner the serialized result (printed in the output) displays the SRID as 4326 always because of the limitations in Esri API.
+
+## <a id="construction">Construction functions</a>
+The Geometry datatype can be created by the constructor functions.
+
+### st_make_point ###
+* Creates a 2D,3DZ or 4D point geometry.
+
+* Example:
+  * Create a 2D point at coordinates (x,y) = (-71, 42)
+  * Command:
+  
+        st_make_point(-71, 42);
+  * Result:
+  
+        {"type":"Point","coordinates":[-71,42],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+* Example:
+  * Create a 3D point at coordinates (x,y,z) = (1,2,1.59)
+  * Command:
+  
+        st_make_point(1,2,1.59);
+  * Result:
+  
+        {"type":"Point","coordinates":[1,2,1.59],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_geom_from_text ###
+* Return a specified ST_Geometry value from Well-Known Text representation (WKT).
+
+* Example:
+  * Create a LineString geometry from the WKT format.
+  * Command:
+  
+        st_geom_from_text("LINESTRING(1 2,3 4,5 6)");
+  * Result:
+  
+        {"type":"LineString","coordinates":[[1,2],[3,4],[5,6]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+* Example:
+  * Create a MultiLineString geometry from the WKT format.
+  * Command:
+  
+        st_geom_from_text('MULTILINESTRING((1 2,3 4,5 6),(7 8,9 10))');
+  * Result:
+  
+        {"type":"MultiLineString","coordinates":[[[1,2],[3,4],[5,6]],[[7,8],[9,10]]],"crs":null}
+
+### st_geom_from_wkb ###
+* Creates a geometry instance from a Well-Known Binary geometry representation (WKB) and optional SRID.
+
+* Example:
+  * Command:
+  
+        st_geom_from_wkb(hex("010100000000000000000000400000000000001440"));
+  * Result:
+  
+        {"type":"Point","coordinates":[2,5],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+        
+        
+
+### st_geom_from_geojson
+* Creates a geometry instance from its GeoJSON representation
+
+* Example:
+  * Command:
+    
+        st_geom_from_geojson({"type":"Point","coordinates":[2,5],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}});
+        
+  * Result:
+  
+        {"type":"Point","coordinates":[2,5],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_make_envelope ###
+* Creates a rectangular Polygon formed from the given minimums and maximums. Input values must be in SRS specified by the SRID.
+
+* Example:
+  * Command:
+  
+        st_make_envelope(10, 10, 11, 11, 4326);
+  * Result:
+  
+        {"type":"Polygon","coordinates":[[[10,10],[11,10],[11,11],[10,11],[10,10]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+## <a id="primitive">Primitive functions</a>
+There are primitive functions that take as input geometry/es and return a primitive type.
+
+### st_area ###
+* Return the area of the surface if it is a Polygon or MultiPolygon. For geometry, a 2D Cartesian area is determined with units specified by the SRID. For geography, area is determined on a curved surface with units in square meters.
+
+* Example:
+  * Command:
+  
+        st_area(st_geom_from_text('POLYGON((7 2,4 9,3 6,2.6 7,8 16))'));
+  * Result:
+  
+        26.500000000000007
+
+### st_coord_dim ###
+* Return the coordinate dimension of the Geometry value.
+
+* Example:
+  * Command:
+  
+        st_coord_dim(st_make_point(1,2));
+  * Result:
+  
+        2
+
+### st_dimension ###
+* Return the inherent dimension of this Geometry object, which must be less than or equal to the coordinate dimension.
+
+* Example:
+  * Command:
+  
+        st_dimension(st_geom_from_text('GEOMETRYCOLLECTION(LINESTRING(1 1,0 0),POINT(0 0))'));
+  * Result:
+  
+        1
+
+### geometry_type ###
+* Return the type of the geometry as a string. Eg: 'LINESTRING', 'POLYGON', 'MULTIPOINT', etc.
+
+* Example:
+  * Command:
+  
+        geometry_type(st_geom_from_text('LINESTRING(77.29 29.07,77.42 29.26,77.27 29.31,77.29 29.07)'));
+  * Result:
+  
+        "LineString"
+
+### st_m ###
+* Return the M coordinate of the point, or NULL if not available. Input must be a point.
+
+* Example:
+  * Command:
+  
+        st_m(st_make_point(1, 2, 3, 4));
+  * Result:
+  
+        4.0
+
+### st_n_points ###
+* Return the number of points (vertexes) in a geometry.
+
+* Example:
+  * Command:
+  
+        st_n_points(st_geom_from_text('LINESTRING(77.29 29.07,77.42 29.26,77.27 29.31,77.29 29.07)'));
+  * Result:
+  
+        4
+
+### st_n_rings ###
+* If the geometry is a polygon or multi-polygon return the number of rings.
+
+* Example:
+  * Command:
+  
+        st_n_rings(st_geom_from_text('POLYGON((10.689 -25.092, 34.595 -20.170, 38.814 -35.639, 13.502 -39.155, 10.689 -25.092))'));
+  * Result:
+  
+        1
+
+### st_num_geometries ###
+* If geometry is a GEOMETRYCOLLECTION (or MULTI*) return the number of geometries, for single geometries will return 1, otherwise return NULL.
+
+* Example:
+  * Command:
+  
+        st_num_geometries(st_geom_from_text('LINESTRING(77.29 29.07,77.42 29.26,77.27 29.31,77.29 29.07)'));
+  * Result:
+  
+        1
+* Example:
+  * Command:
+  
+        st_num_geometries(st_geom_from_text('GEOMETRYCOLLECTION(MULTIPOINT(-2 3 , -2 2), LINESTRING(5 5 ,10 10), POLYGON((-7 4.2,-7.1 5,-7.1 4.3,-7 4.2)))'));
+  * Result:
+  
+        3
+
+### st_num_interiorRings ###
+* Return the number of interior rings of a polygon geometry.
+
+* Example:
+
+  ![Image of interiorRings](../images/linestring.png)
+  * Command:
+  
+        st_num_interior_rings(st_geom_from_text("POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10),(20 30, 35 35, 30 20, 20 30))"));
+  * Result:
+  
+        1
+
+### st_x ###
+* Return the X coordinate of the point, or NULL if not available. Input must be a point.
+
+* Example:
+  * Command:
+  
+        st_x(st_make_point(1, 2, 3, 4));
+  * Result:
+  
+        1.0
+
+### st_y ###
+* Return the Y coordinate of the point, or NULL if not available. Input must be a point.
+
+* Example:
+  * Command:
+  
+        st_y(st_make_point(1, 2, 3, 4));
+  * Result:
+  
+        1.0
+
+### st_x_max ###
+* Return X maximum of a bounding box 2d or 3d or a geometry.
+
+* Example:
+  * Command:
+  
+        st_x_max(st_geom_from_text('POLYGON((10.689 -25.092, 34.595 -20.170, 38.814 -35.639, 13.502 -39.155, 10.689 -25.092))'));
+  * Result:
+  
+        38.814
+
+### st_x_min ###
+* Return X minimum of a bounding box 2d or 3d or a geometry.
+
+### st_y_max ###
+* Return Y maximum of a bounding box 2d or 3d or a geometry.
+
+### st_y_min ###
+* Return Y minimum of a bounding box 2d or 3d or a geometry.
+
+### st_z ###
+* Return the Z coordinate of the point, or NULL if not available. Input must be a point.
+
+### st_z_max ###
+* Return Z maximum of a bounding box 2d or 3d or a geometry.
+
+### st_z_min ###
+* Return Z minimum of a bounding box 2d or 3d or a geometry.
+
+### st_as_binary ###
+* Return the Well-Known Binary (WKB) representation of the geometry/geography without SRID meta data.
+
+* Example:
+  * Command:
+  
+        st_as_binary(st_geom_from_geojson({"type":"Point","coordinates":[2,5],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}));
+  * Result:
+  
+        "010100000000000000000000400000000000001440"
+
+### st_as_geojson ###
+* Return the geometry as a GeoJSON element.
+
+* Example:
+  * Command:
+  
+        st_as_geojson(st_geom_from_text('POLYGON((10.689 -25.092, 34.595 -20.170, 38.814 -35.639, 13.502 -39.155, 10.689 -25.092))'));
+  * Result:
+  
+        "{\"type\":\"Polygon\",\"coordinates\":[[[10.689,-25.092],[13.502,-39.155],[38.814,-35.639],[34.595,-20.17],[10.689,-25.092]]],\"crs\":{\"type\":\"name\",\"properties\":{\"name\":\"EPSG:4326\"}}}"
+
+### st_distance ###
+* For geometry type Return the 2D Cartesian distance between two geometries in projected units (based on spatial ref). For geography type defaults to return minimum geodesic distance between two geographies in meters.
+
+* Example:
+  * Command:
+  
+        st_distance(st_geom_from_text('POINT(-72.1235 42.3521)'),st_geom_from_text('LINESTRING(-72.1260 42.45, -72.123 42.1546)'));
+  * Result:
+  
+        0.0015056772638282166
+
+### st_length ###
+* Return the 2D length of the geometry if it is a LineString or MultiLineString. geometry are in units of spatial reference and geography are in meters (default spheroid).
+
+* Example:
+  * Command:
+  
+        st_length(st_geom_from_text('LINESTRING(-72.1260 42.45, -72.1240 42.45666, -72.123 42.1546)'));
+  * Result:
+  
+        0.30901547439030225
+
+## <a id="predicate">Spatial Predicate</a>
+Spatial predicate functions test for a relationship between two geometries and return a Boolean value (true/false).
+
+### st_intersects ###
+* Return TRUE if the Geometries/Geography "spatially intersect in 2D".
+
+* Example:
+  * Command:
+  
+        st_intersects(st_geom_from_text('POINT(0 0)'), st_geom_from_text('LINESTRING ( 0 0, 0 2 )'));
+  * Result:
+  
+        true
+
+### st_isclosed ###
+* Return TRUE if the LINESTRING's start and end points are coincident.
+
+* Example:
+  * Command:
+  
+        st_is_closed(st_geom_from_text('LINESTRING(0 0, 0 1, 1 1, 0 0)'));
+  * Result:
+  
+        true
+
+### st_iscollection ###
+* Return TRUE if the argument is a collection (MULTI*, GEOMETRYCOLLECTION, ...)
+
+* Example:
+  * Command:
+  
+        st_is_collection(st_geom_from_text('MULTIPOINT EMPTY'));
+  * Result:
+  
+        true
+
+### st_is_empty ###
+* Return true if this Geometry is an empty geometrycollection, polygon, point etc.
+
+* Example:
+  * Command:
+  
+        st_is_empty(st_geom_from_text('POLYGON EMPTY'));
+  * Result:
+  
+        true
+
+### st_is_ring ###
+* Return TRUE if this LINESTRING is both closed and simple.
+
+* Example:
+  * Command:
+  
+        st_is_ring(st_geom_from_text('LINESTRING(0 0, 0 1, 1 1, 1 0, 0 0)'));
+  * Result:
+  
+        true
+
+### st_is_simple ###
+* Return (TRUE) if this Geometry has no anomalous geometric points, such as self intersection or self tangency.
+
+* Example:
+  * Command:
+  
+        st_is_simple(st_geom_from_text('LINESTRING(1 1,2 2,2 3.5,1 3,1 2,2 1)'));
+  * Result:
+  
+        false
+
+### st_contains ###
+* Return true if and only if no points of B lie in the exterior of A, and at least one point of the interior of B lies in the interior of A.
+
+* Example:
+  * Command:
+  
+        st_contains(st_geom_from_text('LINESTRING(1 1,-1 -1,2 3.5,1 3,1 2,2 1)'), st_make_point(-1, -1));
+  * Result:
+  
+        true
+
+### st_crosses ###
+* Return TRUE if the supplied geometries have some, but not all, interior points in common.
+
+* Example:
+  * Command:
+  
+        st_crosses(st_geom_from_text('LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)'), st_geom_from_text('LINESTRING(0 2,1 2,2 2,3 2,4 2,5 2)'));
+  * Result:
+  
+        true
+
+### st_disjoint ###
+* Return TRUE if the Geometries do not "spatially intersect" - if they do not share any space together. 
+
+* Example:
+  * Command:
+  
+        st_disjoint(st_geom_from_text('LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)'), st_geom_from_text('POINT(0 0)'));
+  * Result:
+  
+        true
+
+### st_equals ###
+* Return true if the given geometries represent the same geometry. Directionality is ignored.
+
+* Example:
+  * Command:
+  
+        st_equals(st_geom_from_text('LINESTRING(0 0, 10 10)'), st_geom_from_text('LINESTRING(0 0, 5 5, 10 10)'));
+  * Result:
+  
+        true
+
+### st_overlaps ###
+* Return TRUE if the Geometries share space, are of the same dimension, but are not completely contained by each other.
+
+* Example:
+  * Command:
+  
+        st_overlaps(st_geom_from_text('LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)'), st_geom_from_text('LINESTRING(0 2,1 2,2 2,3 3,4 2,5 2)'));
+  * Result:
+  
+        true
+
+### st_relate ###
+* Return true if this Geometry is spatially related to anotherGeometry, by testing for intersections between the Interior, Boundary and Exterior of the two geometries as specified by the values in the intersectionMatrixPattern.
+
+* Example:
+  * Command:
+  
+        st_relate(st_geom_from_text('LINESTRING(1 2, 3 4)'), st_geom_from_text('LINESTRING(5 6, 7 8)'), "FF1FF0102");
+  * Result:
+  
+        true
+
+### st_touches ###
+* Return TRUE if the geometries have at least one point in common, but their interiors do not intersect.
+
+* Example:
+  * Command:
+  
+        st_touches(st_geom_from_text('LINESTRING(0 0, 1 1, 0 2)'), st_geom_from_text('POINT(0 2)'));
+  * Result:
+  
+        true
+
+### st_within ###
+* Return true if the geometry A is completely inside geometry B.
+
+## <a id="analysis">Spatial Analysis</a>
+Spatial analysis functions take as input one or more geometries and return a geometry as output.
+
+### st_union ###
+* Return a geometry that represents the point set union of the Geometries.
+
+* Example:
+  * Command:
+  
+        st_union(st_geom_from_text('LINESTRING(0 0, 1 1, 0 2)'), st_geom_from_text('POINT(0 2)'));
+  * Result:
+  
+        {"type":"LineString","coordinates":[[0,0],[1,1],[0,2]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_boundary ###
+* Return the closure of the combinatorial boundary of this Geometry.
+
+* Example:
+  * Command:
+  
+        st_boundary(st_geom_from_text('POLYGON((1 1,0 0, -1 1, 1 1))'));
+  * Result:
+  
+        {"type":"MultiLineString","coordinates":[[[1,1],[-1,1],[0,0],[1,1]]],"crs":null}
+
+### st_end_point ###
+* Return the last point of a LINESTRING or CIRCULARLINESTRING geometry as a POINT.
+
+* Example:
+  * Command:
+  
+        st_end_point(st_geom_from_text('LINESTRING(1 1, 2 2, 3 3)'));
+  * Result:
+  
+        {"type":"Point","coordinates":[3,3],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_envelope ###
+* Return a geometry representing the double precision (float8) bounding box of the supplied geometry.
+
+* Example:
+  * Command:
+  
+        st_envelope(st_geom_from_text('LINESTRING(1 1, 2 2, 3 3)'));
+  * Result:
+  
+        {"type":"Polygon","coordinates":[[[1,1],[3,1],[3,3],[1,3],[1,1]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_exterior_ring ###
+* Return a line string representing the exterior ring of the POLYGON geometry. Return NULL if the geometry is not a polygon. Will not work with MULTIPOLYGON.
+
+* Example:
+  * Command:
+  
+        st_exterior_ring(st_geom_from_text("POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10),(20 30, 35 35, 30 20, 20 30))"));
+  * Result:
+  
+        {"type":"LineString","coordinates":[[35,10],[45,45],[15,40],[10,20],[35,10]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_geometry_n ###
+* Return the 1-based Nth geometry if the geometry is a GEOMETRYCOLLECTION, (MULTI)POINT, (MULTI)LINESTRING, MULTICURVE or (MULTI)POLYGON, POLYHEDRALSURFACE. Otherwise, return NULL.
+
+* Example:
+  * Command:
+  
+        st_geometry_n(st_geom_from_text('GEOMETRYCOLLECTION(MULTIPOINT(-2 3 , -2 2),LINESTRING(5 5 ,10 10),POLYGON((-7 4.2,-7.1 5,-7.1 4.3,-7 4.2)))'),2);
+  * Result:
+  
+        {"type":"Polygon","coordinates":[[[-7,4.2],[-7.1,5],[-7.1,4.3],[-7,4.2]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_interior_ring_n ###
+* Return the Nth interior linestring ring of the polygon geometry. Return NULL if the geometry is not a polygon or the given N is out of range.
+
+* Example:
+  * Command:
+  
+        st_interior_ring_n(st_geom_from_text("POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10),(20 30, 35 35, 30 20, 20 30))"), 0);
+  * Result:
+  
+        {"type":"LineString","coordinates":[[20,30],[35,35],[30,20],[20,30]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_point_n ###
+* Return the Nth point in the first LineString or circular LineString in the geometry. Negative values are counted backwards from the end of the LineString. Return NULL if there is no linestring in the geometry.
+
+* Example:
+  * Command:
+  
+        st_point_n(st_geom_from_text("LINESTRING(1 1, 2 2, 3 3)"), 1);
+  * Result:
+  
+        {"type":"Point","coordinates":[2,2],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_start_point ###
+* Return the first point of a LINESTRING geometry as a POINT.
+
+* Example:
+  * Command:
+  
+        st_start_point(st_geom_from_text("LINESTRING(1 1, 2 2, 3 3)"));
+  * Result:
+  
+        {"type":"Point","coordinates":[1,1],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_difference ###
+* Return a geometry that represents that part of geometry A that does not intersect with geometry B.
+
+* Example:
+  * Command:
+  
+        st_difference(st_geom_from_text("LINESTRING(1 1, 2 2, 3 3)"), st_geom_from_text("POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10),(20 30, 35 35, 30 20, 20 30))"));
+  * Result:
+  
+        {"type":"LineString","coordinates":[[1,1],[2,2],[3,3]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_intersection ###
+* Return a geometry that represents the shared portion of geomA and geomB.
+
+* Example:
+  * Command:
+  
+        st_intersection(st_geom_from_text("LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)"), st_geom_from_text("LINESTRING(0 2,1 2,2 2,3 3,4 2,5 2)"));
+  * Result:
+  
+        {"type":"LineString","coordinates":[[2,2],[3,3]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+### st_sym_difference ###
+* Return a geometry that represents the portions of A and B that do not intersect. It is called a symmetric difference because ST_SymDifference(A,B) = ST_SymDifference(B,A).
+
+* Example:
+  * Command:
+  
+        st_sym_difference(st_geom_from_text("LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)"), st_geom_from_text("LINESTRING(0 2,1 2,2 2,3 3,4 2,5 2)"));
+  * Result:
+  
+        {"type":"MultiLineString","coordinates":[[[0,2],[1,2],[2,2],[1,1]],[[5,2],[4,2],[3,3],[4,4],[5,5],[6,6]]],"crs":null}
+
+### st_polygonize ###
+* Aggregate. Creates a GeometryCollection containing possible polygons formed from the constituent linework of a set of geometries.
+
+* Example:
+  * Command:
+  
+        st_polygonize([st_geom_from_text("LINESTRING(1 1,2 2,3 3,4 4, 5 5,6 6)"), st_geom_from_text("LINESTRING(0 2,1 2,2 2,3 3,4 2,5 2)")]);
+  * Result:
+  
+        {"type":"GeometryCollection","geometries":[{"type":"LineString","coordinates":[[1,1],[2,2],[3,3],[4,4],[5,5],[6,6]]},{"type":"LineString","coordinates":[[0,2],[1,2],[2,2],[3,3],[4,2],[5,2]]}],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+
+## <a id="aggregate">Spatial Aggregates</a>
+spatial aggregate function which takes as input a set of geometries and return one geometry as the result.
+
+### st_union ###
+* Returns a geometry that represents the point set union of the Geometries.
+
+* Example:
+  * Command:
+  
+        st_union((SELECT VALUE gbu FROM [st_make_point(1.0,1.0),st_make_point(1.0,2.0)] as gbu));
+  * Result:
+  
+        {"type":"MultiPoint","coordinates":[[1,1],[1,2]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
\ No newline at end of file
diff --git a/asterixdb/asterix-doc/src/site/markdown/geo/quickstart.md b/asterixdb/asterix-doc/src/site/markdown/geo/quickstart.md
new file mode 100644
index 0000000..29f16bd
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/markdown/geo/quickstart.md
@@ -0,0 +1,256 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+# Getting Started with GIS in AsterixDB (DRAFT) #
+## <a id="toc">Table of Contents</a> ##
+
+* [Introduction](#Introduction)
+* [Create a GIS data type](#create)
+* [Insert geometry data](#update)
+* [Query geometries](#query)
+* [Spatial analysis function](#query2)
+* [Spatial aggregate example](#aggre)
+* [Range query](#range)
+* [K Nearest Neighbor (KNN) query](#knn)
+* [Spatial join query](#joint)
+
+## <a id="Introduction">Introduction</a>
+ This page provides a simple guide to the OGC-compliant geometry functionality in AsterixDB. Internally, AsterixDB relies on the open source library [Esri/geometry-api-java](https://github.com/Esri/geometry-api-java) that provides OGC-geometry feature processing. Currently, the AsterixDB geometry library supports
+ [GeoJSON](https://tools.ietf.org/html/rfc7946), [Well known Text](http://docs.opengeospatial.org/is/12-063r5/12-063r5.html)
+ and [Well known Binary formats](http://portal.opengeospatial.org/files/?artifact_id=25354).
+ For a complete list of all the functions, please check the [AsterixDB GIS functions page](functions.md).
+ Here are some detailed examples.
+ 
+## <a id="create">Create a GIS data type</a>
+  
+```
+DROP  DATAVERSE GISTest IF EXISTS;
+CREATE  DATAVERSE GISTest;
+USE GISTest;
+ 
+CREATE TYPE GeometryType AS{
+  id : int,
+  myGeometry : geometry
+};
+ 
+CREATE DATASET Geometries (GeometryType) PRIMARY KEY id;
+```
+
+## <a id="update">Insert geometry data</a>
+ 
+ ```
+USE GISTest;
+
+INSERT INTO Geometries ([
+{"id": 123, "myGeometry": st_geom_from_geojson({"type":"Point","coordinates":[-118.4,33.93]})},
+{"id": 124, "myGeometry": st_geom_from_geojson({"type":"Polygon","coordinates":[[[8.7599721,49.7103028],[8.759997,49.7102752],[8.7600145,49.7102818],[8.7600762,49.7102133],[8.760178,49.7102516],[8.7600914,49.7103478],[8.7599721,49.7103028]]]})},
+{"id": 126, "myGeometry": st_geom_from_geojson({"type":"LineString","coordinates":[[-69.1991349,-12.6006222],[-69.199136,-12.599842],[-69.1982979,-12.5998268],[-69.1982598,-12.599869],[-69.1982188,-12.5998698],[-69.19817,-12.5998707],[-69.198125,-12.5998218],[-69.1973024,-12.5998133],[-69.1972972,-12.6003109],[-69.197394,-12.6003514],[-69.1973906,-12.6009231],[-69.1975115,-12.601026],[-69.1975081,-12.6010968]]})},
+{"id": 127, "myGeometry": st_geom_from_geojson({"type": "MultiPoint","coordinates": [[10, 40], [40, 30], [20, 20], [30, 10]]})},
+{"id": 128, "myGeometry": st_geom_from_geojson({"type": "MultiLineString","coordinates": [[[10, 10], [20, 20], [10, 40]],[[40, 40], [30, 30], [40, 20], [30, 10]]]})},
+{"id": 129, "myGeometry": st_geom_from_geojson({"type": "MultiPolygon","coordinates": [[[[40, 40], [20, 45], [45, 30], [40, 40]]],[[[20, 35], [10, 30], [10, 10], [30, 5], [45, 20], [20, 35]],[[30, 20], [20, 15], [20, 25], [30, 20]]]]})},
+{"id": 130, "myGeometry": st_make_point(-71.1043443253471, 42.3150676015829)},
+{"id": 131, "myGeometry": st_make_point(1.0,2.0,3.0)},
+{"id": 132, "myGeometry": st_make_point(1.0,2.0,3.0,4.0)},
+{"id": 133, "myGeometry": st_geom_from_text('POLYGON((743238 2967416,743238 2967450,743265 2967450,743265.625 2967416,743238 2967416))')},
+{"id": 134, "myGeometry": st_geom_from_wkb(hex("0102000000020000001F85EB51B87E5CC0D34D621058994340105839B4C87E5CC0295C8FC2F5984340"))},
+{"id": 135, "myGeometry": st_line_from_multipoint(st_geom_from_text('MULTIPOINT(1 2 , 4 5 , 7 8 )'))},
+{"id": 136, "myGeometry": st_make_envelope(10, 10, 11, 11, 4326)},
+{"id": 137, "myGeometry": st_geom_from_text("POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10),(20 30, 35 35, 30 20, 20 30))")}
+]);
+```
+
+## <a id="query">Query geometries</a>
+ 
+ ```
+USE GISTest;
+
+FROM Geometries SELECT *;
+```
+
+result:
+
+```
+{ "Geometries": { "id": 124, "myGeometry": {"type":"Polygon","coordinates":[[[8.7599721,49.7103028],[8.759997,49.7102752],[8.7600145,49.7102818],[8.7600762,49.7102133],[8.760178,49.7102516],[8.7600914,49.7103478],[8.7599721,49.7103028]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 126, "myGeometry": {"type":"LineString","coordinates":[[-69.1991349,-12.6006222],[-69.199136,-12.599842],[-69.1982979,-12.5998268],[-69.1982598,-12.599869],[-69.1982188,-12.5998698],[-69.19817,-12.5998707],[-69.198125,-12.5998218],[-69.1973024,-12.5998133],[-69.1972972,-12.6003109],[-69.197394,-12.6003514],[-69.1973906,-12.6009231],[-69.1975115,-12.601026],[-69.1975081,-12.6010968]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 128, "myGeometry": {"type":"MultiLineString","coordinates":[[[10,10],[20,20],[10,40]],[[40,40],[30,30],[40,20],[30,10]]],"crs":null} } }
+{ "Geometries": { "id": 132, "myGeometry": {"type":"Point","coordinates":[1,2,3,4],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 133, "myGeometry": {"type":"Polygon","coordinates":[[[743238,2967416],[743265.625,2967416],[743265,2967450],[743238,2967450],[743238,2967416]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 134, "myGeometry": {"type":"LineString","coordinates":[[-113.98,39.198],[-113.981,39.195]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 135, "myGeometry": {"type":"LineString","coordinates":[[1,2],[4,5],[7,8]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 136, "myGeometry": {"type":"Polygon","coordinates":[[[10,10],[11,10],[11,11],[10,11],[10,10]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 123, "myGeometry": {"type":"Point","coordinates":[-118.4,33.93],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 127, "myGeometry": {"type":"MultiPoint","coordinates":[[10,40],[40,30],[20,20],[30,10]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 129, "myGeometry": {"type":"MultiPolygon","coordinates":[[[[40,40],[20,45],[45,30],[40,40]]],[[[20,35],[10,30],[10,10],[30,5],[45,20],[20,35]],[[30,20],[20,15],[20,25],[30,20]]]],"crs":null} } }
+{ "Geometries": { "id": 130, "myGeometry": {"type":"Point","coordinates":[-71.1043443253471,42.3150676015829],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 131, "myGeometry": {"type":"Point","coordinates":[1,2,3],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+{ "Geometries": { "id": 137, "myGeometry": {"type":"Polygon","coordinates":[[[35,10],[45,45],[15,40],[10,20],[35,10]],[[20,30],[35,35],[30,20],[20,30]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}} } }
+```
+
+## <a id="query2">Spatial analysis functions</a>
+ 
+ The following query filters out only the geometries of type “Polygon” and displays the geometry
+ in the Well known text format along with the area of the relevant geometry.
+ 
+ ```
+USE GISTest;
+
+FROM Geometries as geo
+WHERE geometry_type(geo.myGeometry)='Polygon'
+SELECT VALUE {"Polygon":st_as_text(geo.myGeometry), "Area":st_area(geo.myGeometry)};
+```
+
+result:
+
+```
+{ "Polygon": "POLYGON ((8.7599721 49.7103028, 8.759997 49.7102752, 8.7600145 49.7102818, 8.7600762 49.7102133, 8.760178 49.7102516, 8.7600914 49.7103478, 8.7599721 49.7103028))", "Area": 1.3755215000294761E-8 }
+{ "Polygon": "POLYGON ((743238 2967416, 743265.625 2967416, 743265 2967450, 743238 2967450, 743238 2967416))", "Area": 928.625 }
+{ "Polygon": "POLYGON ((10 10, 11 10, 11 11, 10 11, 10 10))", "Area": 1.0 }
+{ "Polygon": "POLYGON ((35 10, 45 45, 15 40, 10 20, 35 10), (20 30, 35 35, 30 20, 20 30))", "Area": 675.0 }
+```
+
+## <a id="query2">Spatial aggregate example</a>
+ 
+`st_union` function has been implemented both as a normal and an aggregate function. The following query shows how to query the aggregate version of this function:
+ 
+```
+USE GISTest;
+
+st_union((SELECT VALUE gbu.myGeometry FROM Geometries as gbu));
+```
+
+result:
+
+```
+{"type":"MultiPolygon","coordinates":[[[[10,10],[30,5],[35,10],[45,20],[38.90243902439025,23.65853658536585],[41.34146341463415,32.19512195121951],[45,30],[42.27272727272727,35.45454545454545],[45,45],[30,42.5],[20,45],[25.434782608695656,41.73913043478261],[15,40],[12.857142857142858,31.428571428571427],[10,30],[10,20],[10,11],[10,10]],[[32.5,27.5],[25.357142857142858,31.785714285714285],[35,35],[32.5,27.5]],[[20,15],[20,16],[21.11111111111111,15.555555555555555],[20,15]]],[[[8.7600762,49.7102133],[8.760178,49.7102516],[8.7600914,49.7103478],[8.7599721,49.7103028],[8.759997,49.7102752],[8.7600145,49.7102818],[8.7600762,49.7102133]]],[[[743238,2967416],[743265.625,2967416],[743265,2967450],[743238,2967450],[743238,2967416]]]],"crs":null}
+```
+
+## <a id="range">Range query</a>
+ 
+ ```
+USE GISTest;
+
+FROM Geometries geo
+WHERE st_intersects(geo.myGeometry, st_geom_from_text("POLYGON((1 1,5 1,5 5,1 5,1 1),(2 2, 3 2, 3 3, 2 3,2 2))"))
+SELECT VALUE geo.myGeometry;
+```
+
+result:
+
+```
+{"type":"Point","coordinates":[1,2,3,4],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"LineString","coordinates":[[1,2],[4,5],[7,8]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"Point","coordinates":[1,2,3],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+```
+
+## <a id="knn">K Nearest Neighbor (KNN) query</a>
+ 
+ ```
+USE GISTest;
+
+FROM Geometries geo
+SELECT VALUE geo.myGeometry
+ORDER BY st_distance(geo.myGeometry, st_make_point(1,2))
+LIMIT 5;
+```
+
+result:
+
+```
+{"type":"Point","coordinates":[1,2,3,4],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"LineString","coordinates":[[1,2],[4,5],[7,8]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"Point","coordinates":[1,2,3],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"Polygon","coordinates":[[[10,10],[11,10],[11,11],[10,11],[10,10]]],"crs":{"type":"name","properties":{"name":"EPSG:4326"}}}
+{"type":"MultiLineString","coordinates":[[[10,10],[20,20],[10,40]],[[40,40],[30,30],[40,20],[30,10]]],"crs":null}
+```
+
+## <a id="joint">Spatial join query</a>
+ 
+For the spatial join query let us create a new dataverse and two new data types:
+ 
+ ```
+DROP  DATAVERSE SJTest IF EXISTS;
+CREATE  DATAVERSE SJTest;
+USE SJTest;
+
+CREATE TYPE StateType AS{
+id : int,
+name: string,
+boundary : geometry
+};
+
+CREATE DATASET States (StateType) PRIMARY KEY id;
+
+CREATE TYPE POIType AS {
+id : int,
+longitude : double,
+latitude : double
+};
+
+CREATE DATASET POIS (POIType) PRIMARY KEY id;
+```
+
+Insert data into states:
+
+```
+USE SJTest;
+
+INSERT INTO States ([
+                    {"id": 1, "name": "Nebraska", "boundary": st_geom_from_text("POLYGON ((-104.05341854507101 41.1705389679833, -104.053028 43.000586999999996, -98.49855 42.99856, -98.01304599999999 42.762299, -97.306677 42.867604, -96.38600699999999 42.474495, -96.06487899999999 41.79623, -96.09200799999999 41.53391, -95.87468899999999 41.307097, -95.88534899999999 40.721092999999996, -95.30829 39.999998, -102.051744 40.003077999999995, -102.051614 41.002376999999996, -104.053249 41.001405999999996, -104.05341854507101 41.1705389679833))") },
+                    {"id": 2, "name": "Washington", "boundary": st_geom_from_text("MULTIPOLYGON (((-124.732755385025 48.165328947686795, -124.676262 48.391371, -123.981032 48.164761, -123.10189199999999 48.184951999999996, -122.871992 47.993493, -122.75413 48.1447, -122.610341 47.887343, -122.784553 47.686561, -122.864651 47.804669, -123.157948 47.356235999999996, -122.874586 47.413874, -123.119681 47.385532, -122.525329 47.912335999999996, -122.54636949132416 47.317877648507704, -122.324833 47.348521, -122.43694099999999 47.661719, -122.218982 48.020275999999996, -122.383911 48.227486, -122.47892813788141 48.175746487177165, -122.388048 48.30083, -122.57760827271139 48.38291646865838, -122.505828 48.297677, -122.732358 48.226144, -122.3773 47.905941, -122.769939 48.227548, -122.60660653630984 48.395473767832804, -122.674158 48.424726, -122.425271 48.599522, -122.535803 48.776128, -122.673472 48.733081999999996, -122.75802 49.002356999999996, -117.032351 48.999188, -117.062748 46.353623999999996, -116.915989 45.995413, -118.987129 45.999855, -121.145534 45.607886, -121.533106 45.726541, -122.266701 45.543841, -122.67500799999999 45.618038999999996, -123.004233 46.133823, -124.07776799999999 46.272324, -124.06905 46.647258, -123.953699 46.378845, -123.829356 46.713356, -124.092176 46.741623999999995, -124.138225 46.905533999999996, -123.83890000000001 46.953950999999996, -124.122057 47.04165, -124.173877 46.927234999999996, -124.425195 47.738434, -124.732755385025 48.165328947686795), (-122.56199279209496 47.29381043649037, -122.683943 47.365154999999994, -122.76539771783851 47.18116187703539, -122.678476 47.102742, -122.56199279209496 47.29381043649037), (-122.77734484602688 47.19194045282469, -122.82666 47.405806999999996, -122.871472 47.276861, -122.77734484602688 47.19194045282469)), ((-122.4789801236288 48.17567493623048, -122.358963 48.054851, -122.510562 48.132207, -122.4789801236288 48.17567493623048)), ((-122.526031 47.358906, -122.457246 47.505848, -122.373627 47.388718, -122.526031 47.358906)))") },
+                    {"id": 3, "name": "New Mexico", "boundary": st_geom_from_text("POLYGON ((-109.050173 31.480003999999997, -109.045223 36.999083999999996, -103.002199 37.000104, -103.064423 32.000518, -106.618486 32.000495, -106.528242 31.783147999999997, -108.208394 31.783599, -108.208573 31.333395, -109.050044 31.332501999999998, -109.050173 31.480003999999997))") },
+                    {"id": 4, "name": "South Dakota", "boundary": st_geom_from_text("POLYGON ((-104.057698 44.997431, -104.045443 45.94531, -96.563672 45.935238999999996, -96.857751 45.605962, -96.45306699999999 45.298114999999996, -96.45326 43.500389999999996, -96.60285999999999 43.450907, -96.436589 43.120841999999996, -96.639704 42.737071, -96.44550799999999 42.490629999999996, -97.23786799999999 42.853139, -98.035034 42.764205, -98.49855 42.99856, -104.053028 43.000586999999996, -104.057698 44.997431))") }
+                    ]);
+```
+
+Insert data into POIS:
+
+```
+USE SJTest;
+
+INSERT INTO POIS ([{"id": 477884092592037888, "latitude": 41.1029498, "longitude": -96.2632202 },
+                  {"id": 477689754977181696, "latitude": 47.23433434, "longitude": -122.15083003 },
+                  {"id": 477697263058157569, "latitude": 35.27988499, "longitude": -106.6787443 },
+                  {"id": 477833117374611456, "latitude": 44.11614436, "longitude": -103.06577797 },
+                  {"id": 477957785909735424, "latitude": 39.81871193, "longitude": -75.53023171 },
+                  {"id": 477890178640384001, "latitude": 37.5688636, "longitude": -77.4540628 },
+                  {"id": 478004308827717632, "latitude": 39.14933024, "longitude": -84.43623134 },
+                  {"id": 478029048799846401, "latitude": 40.3030824, "longitude": -121.228368 }
+                  ]);
+```
+
+Now let us perform the spatial join query:
+
+```
+USE SJTest;
+
+FROM States, POIS
+WHERE st_contains(States.boundary, st_make_point(POIS.longitude, POIS.latitude))
+SELECT States.name, POIS.id;
+```
+
+result:
+
+```
+{ "name": "Nebraska", "id": 477884092592037888 }
+{ "name": "Washington", "id": 477689754977181696 }
+{ "name": "South Dakota", "id": 477833117374611456 }
+{ "name": "New Mexico", "id": 477697263058157569 }
+```
+
+You can find a more comprehensive spatial join example [here](../../resources/data/SJ.sqlpp).
\ No newline at end of file
diff --git a/asterixdb/asterix-doc/src/site/markdown/sqlpp/arrayindex.md b/asterixdb/asterix-doc/src/site/markdown/sqlpp/arrayindex.md
new file mode 100644
index 0000000..cafa381
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/markdown/sqlpp/arrayindex.md
@@ -0,0 +1,181 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+# AsterixDB Support of Array Indexes #
+
+## <a id="toc">Table of Contents</a> ##
+
+* [Overview](#Overview)
+* [Quantification Queries](#QuantificationQueries)
+* [Explicit Unnesting Queries](#ExplicitUnnestQueries)
+* [Join Queries](#JoinQueries)
+* [Complex Indexing Examples](#ComplexIndexingExamples)
+
+
+## <a id="Overview">Overview</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+Array indexes are used in applications where users want to accelerate a query that involves some array-valued or multiset-valued field.
+This enables fast evaluation of predicates in queries involving arrays or multisets in datasets.
+For brevity, all further mentions of array-valued fields are also applicable to multiset-valued fields.
+
+Array-valued fields are a natural data modeling concept for documents.
+In the traditional inventory management example, it is natural for the line items of an order to exist as a part of the order itself.
+Previously if an AsterixDB user wanted to optimize a query involving a predicate on the line items of an order, they would a) have to undertake some form of schema migration to separate the line items from the orders into different datasets, b) create an index on the new dataset for line items, and finally c) modify their query to join orders and line items.
+With the introduction of array indexes in AsterixDB, users can keep their arrays intact and still reap the performance benefits of an index.
+
+It should be noted that in AsterixDB, array indexes are *not* meant to serve as covering indexes.
+In fact due to AsterixDB's record-level locking, index-only plans involving multi-valued fields (i.e. array indexes and inverted indexes) are not currently possible.
+Instead, array indexes are simply meant to accelerate queries involving multi-valued fields.
+
+
+## <a id="QuantificationQueries">Quantification Queries</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+A common use-case for array indexes involves quantifying some or all elements within an array.
+Quantification queries have two variants: existential and universal.
+Existential queries ask if *any* element in some array satisfies a given predicate.
+Membership queries are a specific type of existential query, asking if any element in some array is equal to a particular value.
+Universal queries ask if *all* elements in some array satisfy a particular predicate.
+Empty arrays are not stored in an array index, meaning that a user must additionally specify that the array is non-empty to tell AsterixDB that it is possible to use an array index as an access method for the given query.
+
+All query examples here will use the orders and products datasets below.
+
+    CREATE TYPE ordersType AS {
+        orderno:        int,
+        custid:			string,
+        items:          [{ itemno: int, productno: int, qty: int, price: float }]
+    };
+    CREATE DATASET orders (ordersType) PRIMARY KEY orderno;
+
+    CREATE TYPE productsType AS {
+        productno:      int,
+        categories:     {{ string }}
+    };
+    CREATE DATASET products (productsType) PRIMARY KEY productno;
+
+Let us now create an index on the `categories` multiset of the `products` dataset.
+
+    CREATE INDEX pCategoriesIdx ON products (UNNEST categories) EXCLUDE UNKNOWN KEY;
+
+Suppose we now want to find all products that have the category "Food".
+The following membership query will utilize the index we just created.
+
+    SELECT p
+    FROM products p
+    WHERE "Food" IN p.categories;
+
+We can also rewrite the query above as an explicit existential quantification query with an equality predicate and the index will be utilized.
+
+    SELECT p
+    FROM products p
+    WHERE SOME c IN p.categories SATISFIES c = "Food";
+
+Let us now create an index on the `qty` and `price` fields in the `items` array of the `orders` dataset.
+
+    CREATE INDEX oItemsQtyPriceIdx ON orders (UNNEST items SELECT qty, price) EXCLUDE UNKNOWN KEY;
+
+Now suppose we want to find all orders that only have items with large quantities and low prices, not counting orders without any items.
+The following universal quantification query will utilize the index we just created.
+
+    SELECT o
+    FROM orders o
+    WHERE SOME AND EVERY i IN o.items SATISFIES i.qty > 100 AND i.price < 5.00;
+
+Take note of the `SOME AND EVERY` quantifier instead of the `EVERY` quantifier.
+Array indexes cannot be used for queries with potentially empty arrays.
+
+
+## <a id="ExplicitUnnestQueries">Explicit Unnesting Queries</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+Array indexes can also be used to accelerate queries that involve the explicit unnesting of array fields.
+We can express the same membership / existential example above using an explicit `UNNEST` query.
+(To keep the same cardinality as the query above (i.e. to undo the `UNNEST`), we add a `DISTINCT` clause, though the index would be utilized either way.)
+
+    SELECT DISTINCT p
+    FROM products p, p.categories c
+    WHERE c = "Food";
+
+As another example, suppose that we want to find all orders that have *some* item with a large quantity.
+The following query will utilize the `oItemsQtyPriceIdx` we created, using only the first field in the index `qty`.
+
+    SELECT DISTINCT o
+    FROM orders o, o.items i
+    WHERE i.qty > 100;
+
+
+## <a id="JoinQueries">Join Queries</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+Finally, array indexes can also be used for index nested-loop joins if the field being joined is located within an array.
+Let us create another index on the `items` array of the `orders` dataset, this time on the `productno` field.
+
+    CREATE INDEX oProductIDIdx ON orders (UNNEST items SELECT productno) EXCLUDE UNKNOWN KEY;
+
+Now suppose we want to find all products located in a specific order.
+We can accomplish this with the join query below.
+Note that we must specify the `indexnl` join hint to tell AsterixDB that we want to optimize this specific join, as hash joins are the default join method otherwise.
+
+    SELECT DISTINCT p
+    FROM products p, orders o
+    WHERE o.custid = "C41" AND 
+          SOME i IN o.items SATISFIES i.productno /*+ indexnl */ = p.productno;
+
+
+## <a id="ComplexIndexingExamples">Complex Indexing Examples</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+### Open Indexes
+
+Similar to atomic indexes, array indexes are not limited to closed fields.
+The following DDLs illustrate how we could express `CREATE INDEX` statements comparable to those above if the to-be-indexed fields were not included in the their dataset's type definitions.
+
+    CREATE INDEX pCategoriesIdx ON products (UNNEST categories : string) EXCLUDE UNKNOWN KEY;
+    CREATE INDEX oItemsQtyPriceIdx ON orders (UNNEST items SELECT qty : int, price : int) EXCLUDE UNKNOWN KEY;
+    CREATE INDEX oProductIDIdx ON orders (UNNEST items SELECT productno : int) EXCLUDE UNKNOWN KEY;
+
+### Composite Atomic-Array Indexes
+
+Indexed elements within array indexes are also not limited to fields within arrays.
+The following DDLs demonstrate indexing fields that are within an array and fields that are outside any array.
+
+    CREATE INDEX oOrderNoItemPriceIdx ON orders (orderno, ( UNNEST items SELECT price )) EXCLUDE UNKNOWN KEY;
+    CREATE INDEX oOrderItemPriceNoIdx ON orders (( UNNEST items SELECT price ), orderno) EXCLUDE UNKNOWN KEY;
+
+### Arrays in Arrays
+
+Array indexes are not just limited to arrays of depth = 1.
+We can generalize this to arrays of arbitrary depth, as long as an object encapsulates each array.
+The following DDLs describe indexing the `qty` field in an `items` array at various depths.
+
+    // { orderno: ..., items0: [ { items1: [ { qty: int, ... } ] } ] }
+    CREATE INDEX oItemItemQtyIdx ON orders (UNNEST items0 UNNEST items1 SELECT qty) EXCLUDE UNKNOWN KEY;
+
+    // { orderno: ..., items0: [ { items1: [ { items2: [ { qty: int, ... } ] } ] } ] }
+    CREATE INDEX oItemItemItemQtyIdx ON orders (UNNEST items0 UNNEST items1 UNNEST items2 SELECT qty) EXCLUDE UNKNOWN KEY;
+
+The queries below will utilize the indexes above.
+The first query utilizes the `oItemItemQtyIdx` index through nested existential quantification.
+The second query utilizes the `oItemItemItemQtyIdx` index with three unnesting clauses.
+
+    SELECT o
+    FROM orders o
+    WHERE SOME o0 IN o.items0 SATISFIES (
+        SOME o1 IN o0.items1 SATISFIES o1.qty = 100
+    );
+
+    SELECT DISTINCT o
+    FROM orders o, o.items0 o0, o0.items1 o1, o1.items2 o2
+    WHERE o2.qty = 100;
diff --git a/asterixdb/asterix-doc/src/site/markdown/sqlpp/parquet.md b/asterixdb/asterix-doc/src/site/markdown/sqlpp/parquet.md
new file mode 100644
index 0000000..c31ca50
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/markdown/sqlpp/parquet.md
@@ -0,0 +1,363 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+# Querying Parquet Files #
+
+## <a id="toc">Table of Contents</a> ##
+
+* [Overview](#Overview)
+* [DDL](#DDL)
+* [Query Parquet Files](#QueryParquetFiles)
+* [Type Compatibility](#TypeCompatibility)
+* [Parquet Type Flags](#ParquetTypeFlags)
+
+## <a id="Overview">Overview</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+[Apache Parquet](https://parquet.apache.org/) is a columnar file format for storing semi-structured data (like JSON).
+Apache AsterixDB supports running queries against Parquet files that are stored in Amazon S3 and Microsoft Azure Blob
+Storage as [External Datasets](../aql/externaldata.html).
+
+## <a id="DDL">DDL</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+To start, an end-user needs to create a type as follows:
+
+    -- The type should not contain any declared fields
+    CREATE TYPE ParquetType AS {
+    }
+
+Note that the created type does not have any declared fields. The reason is that Parquet files embed the schema within
+each file. Thus, no type is needed to be declared, and it is up to AsterixDB to read each file's schema. If the created
+type contains any declared type, AsterixDB will throw an error:
+
+    Type 'ParquetType' contains declared fields, which is not supported for 'parquet' format
+
+Next, the user can create an external dataset - using the declared type - as follows:
+
+### Amazon S3
+
+    CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3
+    (
+        -- Replace <ACCESS-KEY> with your access key
+        ("accessKeyId"="<ACCESS-KEY>"),
+
+        -- Replace <SECRET-ACCESS-KEY> with your access key
+        ("secretAccessKey" = "<SECRET-ACCESS-KEY>"),
+
+        -- S3 bucket
+        ("container"="parquetBucket"),
+
+        -- Path to the parquet files within the bucket
+        ("definition"="path/to/parquet/files"),
+
+        -- Specifying the format as parquet
+        ("format" = "parquet")
+    );
+
+### Microsoft Azure Blob Storage
+
+    CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING AZUREBLOB
+    (
+        -- Replace <ACCOUNT-NAME> with your account name
+        ("accountName"="<ACCOUNT-NAME>"),
+
+        -- Replace <ACCOUNT-KEY> with your account key
+        ("accountKey"="<ACCOUNT-KEY>"),
+
+        -- Azure Blob container
+        ("container"="parquetContainer"),
+
+        -- Path to the parquet files within the bucket
+        ("definition"="path/to/parquet/files"),
+
+        -- Specifying the format as parquet
+        ("format" = "parquet")
+    );
+
+<i><b>Additional setting/properties could be set as detailed later in [Parquet Type Flags](#ParquetTypeFlags)</b></i>
+
+## <a id="QueryParquetFiles">Query Parquet Files</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+To query the data stored in Parquet files, one can simply write a query against the created External Dataset. For
+example:
+
+    SELECT COUNT(*)
+    FROM ParquetDataset;
+
+Another example:
+
+    SELECT pd.age, COUNT(*) cnt
+    FROM ParquetDataset pd
+    GROUP BY pd.age;
+
+## <a id="TypeCompatibility">Type Compatibility</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+AsterixDB supports Parquet's generic types such `STRING`, `INT` and `DOUBLE`. However, Parquet files could
+contain [additional types](https://github.com/apache/parquet-format/blob/master/LogicalTypes.md) such as `DATE` and
+`DATETIME` like types. The following table show the type mapping between Apache Parquet and AsterixDB:
+
+<table>
+    <thead>
+        <tr>
+            <th>Parquet</th>
+            <th>AsterixDB</th>
+            <th>Value Examples</th>
+            <th>Comment</th>
+        </tr>
+    </thead>
+    <tbody>
+        <tr>
+            <td><code>BOOLEAN</code></td>
+            <td><code>BOOLEAN</code></td>
+            <td><code>true</code> / <code>false</code></td>
+            <td>-</td>
+        </tr>
+        <tr>
+            <td><code>INT_8</code></td>
+            <td rowspan="8"><code>BIGINT</code></td>
+            <td rowspan="8">
+                AsterixDB <code>BIGINT</code> Range:
+                <ul>
+                    <li><b>Min</b>:-9,223,372,036,854,775,808</li>
+                    <li><b>Max</b>: 9,223,372,036,854,775,807</li>
+                </ul>
+            </td>
+            <td rowspan="7">-</td>
+        </tr>
+        <tr>
+            <td><code>INT_16</code></td>
+        </tr>
+        <tr>
+            <td><code>INT_32</code></td>
+        </tr>
+        <tr>
+            <td><code>INT_64</code></td>
+        </tr>
+        <tr>
+            <td><code>UNIT_8</code></td>
+        </tr>
+        <tr>
+            <td><code>UINT_16</code></td>
+        </tr>
+        <tr>
+            <td><code>UINT_32</code></td>
+        </tr>
+        <tr>
+            <td><code>UINT_64</code></td>
+            <td>There is a possibility that a value overflows. A warning will be issued in case of an overflow and
+                <code>MISSING</code> would be returned.
+            </td>
+        </tr>
+        <tr>
+            <td><code>FLOAT</code></td>
+            <td rowspan="4"><code>DOUBLE</code></td>
+            <td rowspan="4">
+                AsterixDB <code>DOUBLE</code> Range:
+                <ul>
+                    <li><b>Min Positive Value</b>: 2^-1074</li>
+                    <li><b>Max Positive Value</b>: 2^1023</li>
+                </ul>
+            </td>
+            <td rowspan="2">-</td>
+        </tr>
+        <tr>
+            <td><code>DOUBLE</code></td>
+        </tr>
+        <tr>
+            <td><code>FIXED_LEN_BYTE_ARRAY (DECIMAL)</code></td>
+            <td rowspan="2">
+                Parquet <code>DECIMAL</code> values are converted to doubles, with the possibility of precision loss.
+                The flag <code>decimal-to-double</code> must be set upon creating the dataset.
+                <ul><li><i>See <a href ="#ParquetTypeFlags">Parquet Type Flags</a></i></li></ul>
+            </td>
+        </tr>
+        <tr>
+            <td><code>BINARY (DECIMAL)</code></td>
+        </tr>
+        <tr>
+            <td><code>BINARY (ENUM)</code></td>
+            <td><code>"Fruit"</code></td>
+            <td>Parquet Enum values are parsed as Strings</td>
+        </tr>
+        <tr>
+            <td><code>BINARY (UTF8)</code></td>
+            <td><code>STRING</code></td>
+            <td><code>"Hello World"</code></td>
+            <td>-</td>
+        </tr>
+        <tr>
+            <td><code>FIXED_LEN_BYTE_ARRAY (UUID)</code></td>
+            <td><code>UUID</code></td>
+            <td><code>uuid("123e4567-e89b-12d3-a456-426614174000")</code></td>
+            <td>-</td>
+        </tr>
+        <tr>
+            <td><code>INT_32 (DATE)</code></td>
+            <td><code>DATE</code></td>
+            <td><code>date("2021-11-01")</code></td>
+            <td>-</td>
+        </tr>
+        <tr>
+            <td><code>INT_32 (TIME)</code></td>
+            <td><code>TIME</code></td>
+            <td rowspan="2"><code>time("00:00:00.000")</code></td>
+            <td>Time in milliseconds.</td>
+        </tr>
+        <tr>
+            <td><code>INT_64 (TIME)</code></td>
+            <td><code>TIME</code></td>
+            <td>Time in micro/nano seconds.</td>
+        </tr>
+        <tr>
+            <td><code>INT_64 (TIMESTAMP)</code></td>
+            <td rowspan="2"><code>DATETIME</code></td>
+            <td rowspan="2"><code>datetime("2021-11-01T21:37:13.738")"</code></td>
+            <td>Timestamp in milli/micro/nano seconds. Parquet also can store the timestamp values with the option
+                <code>isAdjustedToUTC = true</code>. To get the local timestamp value, the user can set the time zone ID 
+                by setting the value using the option <code>timezone</code> to get the local <code>DATETIME</code> value.
+                <ul><li><i>See <a href ="#ParquetTypeFlags">Parquet Type Flags</a></i></li></ul>
+            </td>
+        </tr>
+        <tr>
+            <td><code>INT96</code></td>
+            <td>A timestamp values that separate days and time to form a timestamp. INT96 is always in localtime.</td>
+        </tr>
+        <tr>
+            <td><code>BINARY (JSON)</code></td>
+            <td>any type</td>
+            <td>
+                <ul>
+                    <li><code>{"name": "John"}</code></li>
+                    <li><code>[1, 2, 3]</code></li>
+                </ul> 
+            </td>
+            <td>
+                Parse JSON string into internal AsterixDB value.
+                The flag <code>parse-json-string</code> is set by default. To get the string value (i.e., not parsed as
+                AsterixDB value), unset the flag <code>parse-json-string</code>.
+                <ul><li><i>See <a href ="#ParquetTypeFlags">Parquet Type Flags</a></i></li></ul>
+            </td>
+        </tr>
+        <tr>
+            <td><code>BINARY</code></td>
+            <td rowspan="2"><code>BINARY</code></td>
+            <td><code>hex("0101FF")</code></td>
+            <td>-</td>
+        </tr>
+        <tr>
+            <td><code>BSON</code></td>
+            <td>N/A</td>
+            <td>BSON values will be returned as <code>BINARY</code></td>
+        </tr>
+        <tr>
+            <td><code>LIST</code></td>
+            <td><code>ARRAY</code></td>
+            <td><code>[1, 2, 3]</code></td>
+            <td>Parquet's <code>LIST</code> type is converted into <code>ARRAY</code></td>
+        </tr>
+        <tr>
+            <td><code>MAP</code></td>
+            <td><code>ARRAY</code> of <code>OBJECT</code></td>
+            <td><code>[{"key":1, "value":1}, {"key":2, "value":2}]</code></td>
+            <td>Parquet's <code>MAP</code> types are converted into an <code>ARRAY</code> of <code>OBJECT</code>. Each 
+                <code>OBJECT</code> value consists of two fields: <code>key</code> and <code>value</code>
+            </td>
+        </tr>
+        <tr>
+            <td><code>FIXED_LEN_BYTE_ARRAY (INTERVAL)</code></td>
+            <td>-</td>
+            <td>N/A</td>
+            <td><code>INTERVAL</code> is not supported. A warning will be issued and <code>MISSING</code> value
+                will be returned.
+            </td>
+        </tr>
+    </tbody>
+</table>
+
+## <a id="ParquetTypeFlags">Parquet Type Flags</a> <font size="4"><a href="#toc">[Back to TOC]</a></font> ##
+
+The table in [Type Compatibility](#TypeCompatibility) shows the type mapping between Parquet and AsterixDB. Some of the
+Parquet types are not parsed by default as those type are not natively supported in AsterixDB. However, the user can set
+a flag to convert some of those types into a supported AsterixDB type.
+
+##### DECIMAL TYPE
+
+The user can enable parsing `DECIMAL` Parquet values by enabling a certain flag as in the following example:
+
+    CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3
+    (
+        -- Credintials and path to Parquet files
+        ...
+
+        -- Enable converting decimal values to double
+        ("decimal-to-double" = "true")
+    );
+
+This flag will enable parsing/converting `DECIMAL` values/types into `DOUBLE`. For example, if the flag
+`decimal-to-double` is not set and a Parquet file contains a `DECIMAL` value, the following error will be thrown when
+running a query that request a `DECIMAL` value:
+
+    Parquet type "optional fixed_len_byte_array(16) decimalType (DECIMAL(38,18))" is not supported by default. To enable type conversion, recreate the external dataset with the option "decimal-to-double" enabled
+
+and the returned value will be `MISSING`. If the flag `decimal-to-double` is set, the converted `DOUBLE` value will be
+returned.
+
+##### TEMPORAL TYPES
+
+For the temporal types (namely `DATETIME`), their values could be stored in Parquet with the option
+`isAdjustedToUTC = true`. Hence, the user has to provide the timezone ID to adjust their values to the local value by
+setting the flag `timezone`. To do so, a user can set the timezone ID to "<b>PST</b>" upon creating a dataset as in the
+following example:
+
+    CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3
+    (
+        -- Credintials and path to Parquet files
+        ...
+
+        -- Converting UTC time to PST time
+        ("timezone" = "PST")
+    );
+
+If the flag `timezone` is not set, a warning will appear when running a query:
+
+    Parquet file(s) contain "datetime" values that are adjusted to UTC. Recreate the external dataset and set "timezone" to get the local "datetime" value.
+
+and the UTC `DATETIME` will be returned.
+
+##### JSON TYPE
+
+By default, we parse the JSON values into AsterixDB values, where a user can process those values using `SQL++` queries.
+However, one could disable the parsing of JSON string values (which stored as `STRING`) by unsetting the flag
+`parseJsonString` as in the following example:
+
+    CREATE EXTERNAL DATASET ParquetDataset(ParquetType) USING S3
+    (
+        -- Credintials and path to Parquet files
+        ...
+
+        -- Stop parsing JSON string values
+        ("parse-json-string" = "false")
+    );
+
+And the returned value will be of type `STRING`.
+
+##### INTERVAL TYPE
+
+Currently, AsterixDB do not support Parquet's `INTERVAL` type. When a query requests (or projects) an `INTERVAL` value,
+a warning will be issued and `MISSING` value will be returned instead.
+    
\ No newline at end of file
diff --git a/asterixdb/asterix-doc/src/site/resources/data/SJ.sqlpp b/asterixdb/asterix-doc/src/site/resources/data/SJ.sqlpp
new file mode 100644
index 0000000..5ac1852
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/data/SJ.sqlpp
@@ -0,0 +1,1107 @@
+/*
+ * Copyright by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+drop  dataverse SJTest if exists;
+create  dataverse SJTest;
+
+use SJTest;
+
+CREATE TYPE StateType AS {
+  id : int,
+  name: string,
+  boundary : geometry
+};
+
+CREATE DATASET States (StateType) PRIMARY KEY id;
+
+CREATE TYPE POIType AS {
+  id : int,
+  longitude : double,
+  latitude : double
+};
+
+CREATE DATASET POIS (POIType) PRIMARY KEY id;
+
+
+// ----------- Insert data into states
+
+use SJTest;
+
+INSERT INTO States ([
+{"id": 1, "name": "Nebraska", "boundary": st_geom_from_text("POLYGON ((-104.05341854507101 41.1705389679833, -104.053028 43.000586999999996, -98.49855 42.99856, -98.01304599999999 42.762299, -97.306677 42.867604, -96.38600699999999 42.474495, -96.06487899999999 41.79623, -96.09200799999999 41.53391, -95.87468899999999 41.307097, -95.88534899999999 40.721092999999996, -95.30829 39.999998, -102.051744 40.003077999999995, -102.051614 41.002376999999996, -104.053249 41.001405999999996, -104.05341854507101 41.1705389679833))") },
+{"id": 2, "name": "Washington", "boundary": st_geom_from_text("MULTIPOLYGON (((-124.732755385025 48.165328947686795, -124.676262 48.391371, -123.981032 48.164761, -123.10189199999999 48.184951999999996, -122.871992 47.993493, -122.75413 48.1447, -122.610341 47.887343, -122.784553 47.686561, -122.864651 47.804669, -123.157948 47.356235999999996, -122.874586 47.413874, -123.119681 47.385532, -122.525329 47.912335999999996, -122.54636949132416 47.317877648507704, -122.324833 47.348521, -122.43694099999999 47.661719, -122.218982 48.020275999999996, -122.383911 48.227486, -122.47892813788141 48.175746487177165, -122.388048 48.30083, -122.57760827271139 48.38291646865838, -122.505828 48.297677, -122.732358 48.226144, -122.3773 47.905941, -122.769939 48.227548, -122.60660653630984 48.395473767832804, -122.674158 48.424726, -122.425271 48.599522, -122.535803 48.776128, -122.673472 48.733081999999996, -122.75802 49.002356999999996, -117.032351 48.999188, -117.062748 46.353623999999996, -116.915989 45.995413, -118.987129 45.999855, -121.145534 45.607886, -121.533106 45.726541, -122.266701 45.543841, -122.67500799999999 45.618038999999996, -123.004233 46.133823, -124.07776799999999 46.272324, -124.06905 46.647258, -123.953699 46.378845, -123.829356 46.713356, -124.092176 46.741623999999995, -124.138225 46.905533999999996, -123.83890000000001 46.953950999999996, -124.122057 47.04165, -124.173877 46.927234999999996, -124.425195 47.738434, -124.732755385025 48.165328947686795), (-122.56199279209496 47.29381043649037, -122.683943 47.365154999999994, -122.76539771783851 47.18116187703539, -122.678476 47.102742, -122.56199279209496 47.29381043649037), (-122.77734484602688 47.19194045282469, -122.82666 47.405806999999996, -122.871472 47.276861, -122.77734484602688 47.19194045282469)), ((-122.4789801236288 48.17567493623048, -122.358963 48.054851, -122.510562 48.132207, -122.4789801236288 48.17567493623048)), ((-122.526031 47.358906, -122.457246 47.505848, -122.373627 47.388718, -122.526031 47.358906)))") },
+{"id": 3, "name": "New Mexico", "boundary": st_geom_from_text("POLYGON ((-109.050173 31.480003999999997, -109.045223 36.999083999999996, -103.002199 37.000104, -103.064423 32.000518, -106.618486 32.000495, -106.528242 31.783147999999997, -108.208394 31.783599, -108.208573 31.333395, -109.050044 31.332501999999998, -109.050173 31.480003999999997))") },
+{"id": 4, "name": "South Dakota", "boundary": st_geom_from_text("POLYGON ((-104.057698 44.997431, -104.045443 45.94531, -96.563672 45.935238999999996, -96.857751 45.605962, -96.45306699999999 45.298114999999996, -96.45326 43.500389999999996, -96.60285999999999 43.450907, -96.436589 43.120841999999996, -96.639704 42.737071, -96.44550799999999 42.490629999999996, -97.23786799999999 42.853139, -98.035034 42.764205, -98.49855 42.99856, -104.053028 43.000586999999996, -104.057698 44.997431))") },
+{"id": 5, "name": "Kentucky", "boundary": st_geom_from_text("POLYGON ((-89.405654 36.528165, -89.15908 36.666351999999996, -89.08652599999999 37.165602, -88.45894799999999 37.073796, -88.476592 37.386874999999996, -88.067844 37.485867, -88.15937199999999 37.661847, -87.904789 37.924892, -87.635806 37.827014999999996, -87.585916 37.975442, -87.111133 37.782512, -86.820071 37.999392, -86.63826499999999 37.842718, -86.360377 38.198796, -86.03818799999999 37.95935, -85.42307699999999 38.531580999999996, -85.43406499999999 38.729455, -84.812877 38.786086999999995, -84.897364 39.057378, -84.750749 39.147358, -84.449793 39.117754, -84.212904 38.805707, -83.679484 38.630036, -82.879492 38.751476, -82.604089 38.459841, -82.501862 37.9332, -81.96497099999999 37.543026, -83.136395 36.743088, -83.690714 36.582581, -88.070532 36.678118, -88.05320499999999 36.497129, -89.405654 36.528165))") },
+{"id": 6, "name": "Georgia", "boundary": st_geom_from_text("POLYGON ((-85.605165 34.984677999999995, -83.10286699999999 34.997257, -83.34261699999999 34.682991, -82.858837 34.45522, -82.55683499999999 33.945353, -81.49225299999999 33.009342, -81.117234 32.117605, -80.841127 32.023522, -81.203572 31.719448, -81.26955199999999 31.258740999999997, -81.493651 30.977528, -81.444124 30.709713999999998, -81.949787 30.827492999999997, -82.036825 30.377883999999998, -82.161757 30.357851, -82.214839 30.568590999999998, -84.913522 30.752291, -85.10751599999999 31.186450999999998, -85.141831 31.839260999999997, -84.88907999999999 32.260911, -85.18440000000001 32.861317, -85.605165 34.984677999999995))") },
+{"id": 7, "name": "Arkansas", "boundary": st_geom_from_text("POLYGON ((-94.6178329666013 36.4994141203285, -90.152481 36.497952, -90.06398 36.303038, -90.37789 35.995683, -89.644395 35.894782, -89.956254 35.733385999999996, -89.909022 35.520548, -90.179265 35.385194, -90.065392 35.137691, -90.29559599999999 35.040093, -90.307384 34.846195, -90.479872 34.883264, -90.571145 34.420319, -90.92901499999999 34.244541, -90.810884 34.155902999999995, -91.087921 33.975335, -90.988466 33.78453, -91.14661799999999 33.732456, -91.03146 33.678142, -91.22901499999999 33.677543, -91.208113 33.402007, -91.057621 33.445341, -91.166073 33.004106, -94.042964 33.019219, -94.04344999999999 33.552253, -94.485875 33.637867, -94.430662 35.392478, -94.6178329666013 36.4994141203285))") },
+{"id": 8, "name": "Pennsylvania", "boundary": st_geom_from_text("POLYGON ((-80.519891 40.906661, -80.519425 41.977523, -79.761951 42.26986, -79.76137399999999 41.999067, -75.359579 41.999445, -75.072172 41.813731999999995, -74.983341 41.480894, -74.689516 41.363842999999996, -75.130575 40.991093, -75.051029 40.865662, -75.20392 40.691497999999996, -74.724304 40.14701, -75.773786 39.7222, -80.519342 39.721402999999995, -80.519891 40.906661))") },
+{"id": 9, "name": "Mississippi", "boundary": st_geom_from_text("POLYGON ((-91.65500899999999 31.251814999999997, -91.472465 31.371326, -91.403915 31.589765999999997, -91.51233599999999 31.634722, -91.005006 32.142852, -91.164171 32.196888, -90.875631 32.372434, -91.116008 32.48314, -90.987202 32.495663, -91.153556 32.626180999999995, -91.08680199999999 32.976265999999995, -91.213972 32.927198, -91.057621 33.445341, -91.208113 33.402007, -91.22901499999999 33.677543, -91.034565 33.673018, -91.14661799999999 33.732456, -90.988466 33.78453, -91.087921 33.975335, -90.810884 34.155902999999995, -90.92901499999999 34.244541, -90.571145 34.420319, -90.479872 34.883264, -90.307384 34.846195, -90.309297 34.995694, -88.200064 34.995633999999995, -88.097888 34.892202, -88.473227 31.893856, -88.390746 30.352075, -89.335942 30.374015999999997, -89.570154 30.180297, -89.852263 30.662934, -89.729616 31.003926999999997, -91.63694199999999 30.999416, -91.65500899999999 31.251814999999997))") },
+{"id": 10, "name": "Colorado", "boundary": st_geom_from_text("POLYGON ((-109.060253 38.599328, -109.050076 41.000659, -102.051614 41.002376999999996, -102.042089 36.993016, -109.045223 36.999083999999996, -109.060253 38.599328))") },
+{"id": 11, "name": "Utah", "boundary": st_geom_from_text("POLYGON ((-114.052962 37.592783, -114.041723 41.993719999999996, -111.046689 42.001567, -111.046723 40.997959, -109.050076 41.000659, -109.045223 36.999083999999996, -114.0506 37.000395999999995, -114.052962 37.592783))") },
+{"id": 12, "name": "Tennessee", "boundary": st_geom_from_text("POLYGON ((-90.31029799999999 35.004295, -90.065392 35.137691, -90.179265 35.385194, -89.909022 35.520548, -89.956254 35.733385999999996, -89.64534599999999 35.891419, -89.705328 36.239898, -89.534745 36.252576, -89.539232 36.497934, -88.05320499999999 36.497129, -88.070532 36.678118, -81.6469 36.611917999999996, -81.707438 36.335170999999995, -82.033141 36.120422, -82.557874 35.953901, -82.637165 36.065805, -82.992053 35.773948, -83.880074 35.518744999999996, -84.052612 35.269982, -84.29024 35.225572, -84.32186899999999 34.988408, -90.31029799999999 35.004295))") },
+{"id": 13, "name": "Wyoming", "boundary": st_geom_from_text("POLYGON ((-111.056888 44.866658, -111.055199 45.001321, -104.057698 44.997431, -104.053249 41.001405999999996, -111.046723 40.997959, -111.056888 44.866658))") },
+{"id": 14, "name": "Indiana", "boundary": st_geom_from_text("POLYGON ((-88.09776 37.904026, -87.911428 38.16174, -87.987618 38.257380999999995, -87.496494 38.742728, -87.658745 39.135996999999996, -87.531204 39.355104, -87.52404399999999 41.708335, -84.805883 41.760216, -84.812877 38.786086999999995, -85.43406499999999 38.729455, -85.42307699999999 38.531580999999996, -86.042354 37.958017999999996, -86.360377 38.198796, -86.63826499999999 37.842718, -86.820071 37.999392, -87.111133 37.782512, -87.589816 37.976042, -87.615399 37.831973999999995, -87.898062 37.927513999999995, -87.95259 37.771741999999996, -88.09776 37.904026))") },
+{"id": 15, "name": "Nevada", "boundary": st_geom_from_text("POLYGON ((-120.005743 39.228663999999995, -119.999168 41.99454, -114.041723 41.993719999999996, -114.043944 36.193349999999995, -114.152795 36.023694, -114.753196 36.089513, -114.633487 35.001857, -120.001014 38.999573999999996, -120.005743 39.228663999999995))") },
+{"id": 16, "name": "Illinois", "boundary": st_geom_from_text("POLYGON ((-91.512974 40.181062, -91.40524099999999 40.554641, -90.96291599999999 40.924957, -91.04589 41.414085, -90.461432 41.523533, -90.180954 41.809354, -90.16289499999999 42.116718, -90.642843 42.508480999999996, -87.80209099999999 42.492576, -87.828569 42.269922, -87.524141 41.72399, -87.531204 39.355104, -87.658745 39.135996999999996, -87.496494 38.742728, -87.987618 38.257380999999995, -88.160187 37.657592, -88.067844 37.485867, -88.470224 37.396255, -88.45894799999999 37.073796, -88.974711 37.229707999999995, -89.132685 36.9822, -89.378277 37.039605, -89.51425499999999 37.689923, -90.35955899999999 38.224525, -90.10940699999999 38.843548, -90.628485 38.891617, -90.72995999999999 39.255894, -91.367753 39.729029, -91.512974 40.181062))") },
+{"id": 17, "name": "Vermont", "boundary": st_geom_from_text("POLYGON ((-73.43773999999999 44.045006, -73.293855 44.437556, -73.343124 45.010839999999995, -71.46455499999999 45.013636999999996, -71.631883 44.752463, -71.577643 44.502691999999996, -72.033136 44.320364999999995, -72.030182 44.079682999999996, -72.37944 43.574069, -72.556214 42.866949999999996, -72.458519 42.726853, -73.276421 42.746019, -73.24158899999999 43.534973, -73.430947 43.587036, -73.43773999999999 44.045006))") },
+{"id": 18, "name": "Montana", "boundary": st_geom_from_text("POLYGON ((-116.04966720193102 48.4403221865285, -116.049193 49.000912, -104.048736 48.999877, -104.039138 44.99852, -111.055199 45.001321, -111.048974 44.474072, -111.381665 44.754405, -111.467804 44.53902, -112.286187 44.568472, -112.855395 44.359975, -113.131453 44.772836999999996, -113.454858 44.865572, -113.935505 45.694646999999996, -114.333218 45.459316, -114.564691 45.558026999999996, -114.566172 45.773863999999996, -114.388243 45.88234, -114.527096 46.146218, -114.320665 46.646963, -114.76689 46.696901, -115.321032 47.256105, -115.759233 47.423471, -115.62910000000001 47.47672, -116.04885 47.977185999999996, -116.04966720193102 48.4403221865285))") },
+{"id": 19, "name": "Iowa", "boundary": st_geom_from_text("POLYGON ((-96.639704 42.737071, -96.436589 43.120841999999996, -96.598928 43.500457, -91.21770599999999 43.50055, -91.057918 43.255365999999995, -91.179457 43.067426999999995, -91.06468 42.750913999999995, -90.70630299999999 42.634169, -90.140613 41.995999, -90.343228 41.587832999999996, -91.04589 41.414085, -91.113648 41.241400999999996, -90.95223299999999 40.954046999999996, -91.12392799999999 40.669152, -91.40524099999999 40.554641, -91.38835999999999 40.384929, -91.729115 40.61364, -95.76564499999999 40.585208, -96.129505 41.971672999999996, -96.639704 42.737071))") },
+{"id": 20, "name": "South Carolina", "boundary": st_geom_from_text("POLYGON ((-83.35391 34.699219, -83.108606 35.000659, -82.39292999999999 35.215402, -81.04362499999999 35.149877, -80.79754299999999 34.819786, -79.675299 34.804744, -78.54203 33.851924, -78.938076 33.639826, -79.362292 33.009087, -80.472068 32.496964, -80.452956 32.322494, -80.733637 32.319469, -80.66916599999999 32.216783, -80.917845 32.037575, -81.117234 32.117605, -81.49225299999999 33.009342, -82.55683499999999 33.945353, -82.858837 34.45522, -83.35391 34.699219))") },
+{"id": 21, "name": "Arizona", "boundary": st_geom_from_text("POLYGON ((-114.816294 32.508038, -114.468971 32.845155, -114.731223 33.302434, -114.524599 33.552231, -114.535478 33.934650999999995, -114.131211 34.26273, -114.635176 34.875003, -114.754798 36.084703999999995, -114.14762999999999 36.025186, -114.0506 37.000395999999995, -109.045223 36.999083999999996, -109.050044 31.332501999999998, -111.074825 31.332238999999998, -114.816294 32.508038))") },
+{"id": 22, "name": "Ohio", "boundary": st_geom_from_text("POLYGON ((-84.82015899999999 39.227225, -84.805972 41.696118, -83.45383199999999 41.732647, -82.71093499999999 41.536648, -82.9422 41.419754, -82.481214 41.381342, -81.738755 41.48855, -80.519425 41.977523, -80.518991 40.638801, -80.667957 40.582496, -80.59989499999999 40.317668999999995, -80.83187099999999 39.705655, -81.217315 39.387589999999996, -81.689483 39.266042999999996, -81.762659 38.924121, -82.035963 39.025478, -82.33033499999999 38.444500000000005, -82.578999 38.407782999999995, -82.88919299999999 38.756076, -83.29419299999999 38.596588, -83.76509 38.652881, -84.212904 38.805707, -84.455342 39.12036, -84.820157 39.10548, -84.82015899999999 39.227225))") },
+{"id": 23, "name": "Alabama", "boundary": st_geom_from_text("POLYGON ((-88.473227 31.893856, -88.097888 34.892202, -88.20295899999999 35.008027999999996, -85.605165 34.984677999999995, -85.18440000000001 32.861317, -84.88907999999999 32.260911, -85.140731 31.857460999999997, -85.002499 31.000681999999998, -87.598928 30.997456999999997, -87.368191 30.433407, -87.452378 30.300200999999998, -88.027678 30.223644999999998, -87.755314 30.280071999999997, -87.985559 30.677508999999997, -88.138576 30.311988, -88.395023 30.369425, -88.473227 31.893856))") },
+{"id": 24, "name": "Wisconsin", "boundary": st_geom_from_text("POLYGON ((-92.888114 45.628377, -92.712503 45.891704999999995, -92.294033 46.074377, -92.291292 46.668141999999996, -90.855874 46.962232, -90.751031 46.887963, -90.94506299999999 46.588974, -90.784425 46.729375, -90.12048899999999 46.336852, -88.18978899999999 45.952208, -87.80586699999999 45.706841, -87.888052 45.354696999999994, -87.657349 45.368752, -87.736509 45.173389, -87.575283 45.070454, -87.839028 44.931718, -88.008702 44.541714, -87.578305 44.853383, -87.385547 44.831137, -87.236997 45.169449, -86.983355 45.295367999999996, -87.736178 43.880421, -87.91178699999999 43.250406, -87.80209099999999 42.492576, -90.642843 42.508480999999996, -91.053733 42.738237999999996, -91.179457 43.067426999999995, -91.057918 43.255365999999995, -91.21477 43.365874, -91.284138 43.847065, -92.807317 44.750364, -92.646602 45.441635, -92.888114 45.628377))") },
+{"id": 25, "name": "Oregon", "boundary": st_geom_from_text("POLYGON ((-124.564595 42.840876, -124.150267 43.910849999999996, -123.962887 45.280218, -124.01263399999999 46.23685, -123.115904 46.185268, -122.813998 45.960983999999996, -122.76381 45.657137999999996, -122.294901 45.543541, -121.811304 45.706761, -120.40396 45.699248999999995, -118.941242 46.000574, -116.915989 45.995413, -116.463504 45.615784999999995, -117.24267499999999 44.396547999999996, -116.894083 44.160191, -117.032881 43.830025, -117.026197 41.99989, -124.21160499999999 41.99846, -124.564595 42.840876))") },
+{"id": 26, "name": "Missouri", "boundary": st_geom_from_text("POLYGON ((-95.773549 40.578205, -91.729115 40.61364, -91.419422 40.378264, -91.510322 40.127994, -91.370009 39.732524, -90.72995999999999 39.255894, -90.657254 38.920269999999995, -90.10940699999999 38.843548, -90.35955899999999 38.224525, -89.51425499999999 37.689923, -89.38393699999999 37.046441, -89.099594 36.964543, -89.15908 36.666351999999996, -89.464153 36.457189, -89.56318499999999 36.568749, -89.534745 36.252576, -89.70351099999999 36.243412, -89.591605 36.144096, -89.706932 36.000980999999996, -90.37789 35.995683, -90.06398 36.303038, -90.152481 36.497952, -94.617919 36.499414, -94.588413 39.149868999999995, -95.109304 39.542285, -94.862943 39.742993999999996, -94.929574 39.888754, -95.40726 40.033111999999996, -95.773549 40.578205))") },
+{"id": 27, "name": "North Carolina", "boundary": st_geom_from_text("MULTIPOLYGON (((-75.52756300011173 35.26974874385652, -75.52344599999999 35.773568, -75.521782 35.271777, -75.52756300011173 35.26974874385652)), ((-84.31749939310801 35.0217784890312, -84.29024 35.225572, -84.052612 35.269982, -83.880074 35.518744999999996, -82.992053 35.773948, -82.637165 36.065805, -82.557874 35.953901, -82.033141 36.120422, -81.707438 36.335170999999995, -81.67753499999999 36.588117, -75.86704399999999 36.550754, -75.533012 35.787377, -76.00262599999999 36.537113999999995, -75.79397399999999 36.071709999999996, -76.185401 36.301099, -76.064224 36.143775, -76.45469299999999 36.192799, -76.30400399999999 36.094527, -76.58042499999999 36.010554, -76.699978 36.285391, -76.726598 35.943234, -76.05396499999999 35.987095, -76.03804 35.645765, -75.836283 35.970501, -75.73476099999999 35.625675, -76.157355 35.327019, -76.53217599999999 35.401254, -76.46538799999999 35.558414, -76.63794399999999 35.512962, -76.577558 35.387575999999996, -77.05317 35.535208, -76.468909 35.281483, -76.79060055335052 34.97612606557105, -76.246961 34.987347, -76.512686 34.720333, -77.125863 34.685241999999995, -77.582323 34.400506, -77.96279299999999 33.842316, -78.54203 33.851924, -79.675299 34.804744, -80.79754299999999 34.819786, -81.04362499999999 35.149877, -82.39292999999999 35.215402, -83.108606 35.000659, -84.31749939310801 35.0217784890312), (-76.82001743959837 34.97551888945656, -77.05958799999999 35.146865999999996, -76.935756 34.97313, -76.82001743959837 34.97551888945656)))") },
+{"id": 28, "name": "Oklahoma", "boundary": st_geom_from_text("POLYGON ((-103.002565 36.526588, -103.002199 37.000104, -94.617964 36.998905, -94.430662 35.392478, -94.48751399999999 33.628938999999995, -95.21763299999999 33.962646, -96.348306 33.686378999999995, -96.981337 33.956378, -97.12610199999999 33.716941, -97.210921 33.916064, -97.967777 33.88243, -98.109462 34.154111, -98.486328 34.062598, -99.189511 34.214312, -99.36961 34.458698999999996, -99.69497 34.378333, -100.000381 34.560508999999996, -100.000406 36.499702, -103.002565 36.526588))") },
+{"id": 29, "name": "Virginia", "boundary": st_geom_from_text("MULTIPOLYGON (((-76.02479943943091 37.2626855899573, -75.756897 37.901553, -75.242266 38.027209, -75.832004 37.174974999999996, -75.971876 37.085376, -76.02479943943091 37.2626855899573)), ((-83.675395 36.600784, -83.136395 36.743088, -81.968012 37.538035, -81.67820999999999 37.201482999999996, -80.309331 37.50288, -79.649075 38.591515, -79.282971 38.418095, -78.998171 38.847353, -78.869276 38.762991, -78.403697 39.167451, -78.347087 39.466012, -77.82815699999999 39.132329, -77.56659599999999 39.306121, -77.51992899999999 39.120925, -77.040599 38.871212, -77.31728799999999 38.383576, -77.041524 38.400186, -76.962311 38.214075, -76.23672499999999 37.889174, -76.361887 37.609017, -76.927185 37.984978, -76.29803199999999 37.559867, -76.276214 37.310829, -76.412893 37.418079999999996, -76.354554 37.272331, -76.509035 37.239478999999996, -76.304272 37.001377999999995, -76.63641318866935 37.11849077871624, -76.48336499999999 36.878153999999995, -75.996252 36.922047, -75.86704399999999 36.550754, -83.675395 36.600784)))") },
+{"id": 30, "name": "West Virginia", "boundary": st_geom_from_text("POLYGON ((-82.6431981036679 38.1690897960737, -82.59348 38.421821, -82.177267 38.603784, -82.221566 38.787186999999996, -82.035963 39.025478, -81.762659 38.924121, -81.683627 39.270939, -80.88036 39.620706, -80.59989499999999 40.317668999999995, -80.62717099999999 40.619935999999996, -80.518991 40.638801, -80.519342 39.721402999999995, -79.47666199999999 39.721078, -79.486873 39.205960999999995, -78.76584 39.648486999999996, -78.471166 39.516103, -78.107834 39.682137, -77.833568 39.602936, -77.736409 39.392683999999996, -77.82815699999999 39.132329, -78.347087 39.466012, -78.403697 39.167451, -78.869276 38.762991, -78.998171 38.847353, -79.282971 38.418095, -79.649075 38.591515, -80.29978899999999 37.508271, -80.947896 37.295871999999996, -81.849949 37.285227, -82.6431981036679 38.1690897960737))") },
+{"id": 31, "name": "Louisiana", "boundary": st_geom_from_text("MULTIPOLYGON (((-94.04314699999999 32.693031, -94.042964 33.019219, -91.09693 32.986412, -91.15131799999999 32.615919, -91.014286 32.640482, -90.987202 32.495663, -91.116008 32.48314, -90.875631 32.372434, -91.164171 32.196888, -91.004106 32.146152, -91.345714 31.842861, -91.26340599999999 31.754468, -91.515462 31.630371999999998, -91.40541499999999 31.576466, -91.654027 31.255753, -91.63694199999999 30.999416, -89.729616 31.003926999999997, -89.851889 30.661199, -89.524504 30.180753, -89.852312 29.977649999999997, -89.650027 29.862143999999997, -89.48442299999999 30.078833, -89.370063 29.892128, -89.24784799999999 29.997328, -89.385702 29.835486999999997, -89.285742 29.763391, -89.683455 29.549266, -89.187834 29.342029999999998, -89.066617 29.090714, -89.417901 28.928608999999998, -89.29502699999999 29.198867, -89.842641 29.318823, -89.59545399999999 29.356015, -89.85197 29.475734, -90.222869 29.087069, -90.440227 29.349375, -90.836107 29.066063, -91.288324 29.255743, -91.12629 29.333420999999998, -91.54137999999999 29.526327, -91.62789599999999 29.741079, -91.88074999999999 29.710839, -91.83080799999999 29.829269999999998, -92.203312 29.753401999999998, -92.008896 29.612944, -92.323465 29.531496999999998, -93.21344099999999 29.775622, -93.837971 29.690618999999998, -93.92799199999999 29.809639999999998, -93.699396 30.05925, -93.740253 30.539569, -93.508292 31.032352, -94.041833 31.992402, -94.04314699999999 32.693031)), ((-89.342163 30.059172, -89.185715 30.157000999999998, -89.201584 30.001428999999998, -89.342163 30.059172)))") },
+{"id": 32, "name": "Michigan", "boundary": st_geom_from_text("MULTIPOLYGON (((-86.824828 41.760239999999996, -86.247078 42.490969, -86.220582 42.955791, -86.53849699999999 43.617501, -86.514702 44.058119, -86.066745 44.905685, -85.540748 45.210906, -85.652355 44.849092, -85.474937 44.991721, -85.527192 44.7475, -85.36141099999999 45.287095, -84.914543 45.395623, -85.108848 45.518485, -84.94052599999999 45.721832, -85.049835 45.769605999999996, -84.72886 45.788145, -83.385104 45.274195, -83.260657 45.025894, -83.455535 45.025082, -83.270288 44.70878, -83.333708 44.336579, -83.952642 43.749567, -83.674404 43.587222999999994, -83.402535 43.916968999999995, -82.963861 44.068266, -82.738992 43.989506, -82.415937 43.005555, -82.523337 42.607486, -82.679059 42.52221, -82.63085099999999 42.673341, -82.80560899999999 42.648765, -83.45383199999999 41.732647, -86.824828 41.760239999999996)), ((-83.88286699999999 45.975452999999995, -83.70011099999999 46.103867, -83.473221 45.984421, -83.88286699999999 45.975452999999995)), ((-90.41813599999999 46.566094, -88.972802 47.002095999999995, -88.218153 47.449521, -87.80118399999999 47.473301, -87.71242099999999 47.4014, -88.349952 47.076377, -88.496479 46.756493999999996, -88.14295399999999 46.966902999999995, -88.283423 46.822987, -87.816794 46.891154, -87.35941 46.503451999999996, -86.644706 46.410801, -86.161681 46.669475, -84.956248 46.771893999999996, -85.015211 46.479712, -84.128925 46.530119, -84.097766 46.256512, -84.273018 46.201451, -83.89546399999999 45.986436, -84.656567 46.052654, -84.751987 45.839605, -85.50621 46.096393, -86.275768 45.943551, -86.614266 45.600121, -86.717512 45.680291, -86.535206 45.885805, -86.967855 45.668261, -86.977941 45.905623, -87.592041 45.094252, -87.736509 45.173389, -87.657349 45.368752, -87.888052 45.354696999999994, -87.782226 45.683053, -88.12946099999999 45.809287999999995, -88.102908 45.921869, -90.12048899999999 46.336852, -90.41813599999999 46.566094)), ((-85.628221 45.601745, -85.501267 45.754414999999995, -85.491727 45.607527, -85.628221 45.601745)), ((-89.2628 47.869864, -88.418244 48.180369999999996, -88.911665 47.891344, -89.2628 47.869864)))") },
+{"id": 33, "name": "Massachusetts", "boundary": st_geom_from_text("MULTIPOLYGON (((-73.50814199999999 42.086256999999996, -73.264957 42.74594, -71.29420499999999 42.69699, -70.902768 42.88653, -70.591469 42.639821, -71.041333 42.302926, -70.76633799999999 42.254742, -70.412476 41.744397, -70.008462 41.800785999999995, -70.245385 42.063733, -70.082624 42.054657, -69.928393 41.708449, -70.003861 41.540551, -70.014211 41.671971, -70.65662499999999 41.514779, -70.718739 41.73574, -71.03836199999999 41.481105, -71.381401 42.018798, -73.50814199999999 42.086256999999996)), ((-70.234054 41.285652999999996, -70.049053 41.391701999999995, -69.96018099999999 41.264545999999996, -70.234054 41.285652999999996)), ((-70.838777 41.347209, -70.603555 41.482383999999996, -70.44623299999999 41.39648, -70.838777 41.347209)))") },
+{"id": 34, "name": "Idaho", "boundary": st_geom_from_text("POLYGON ((-117.24267499999999 44.396547999999996, -116.463635 45.602785, -116.85979499999999 45.907264, -117.06263 46.352522, -117.032351 48.999188, -116.049193 49.000912, -116.04885 47.977185999999996, -115.722626 47.694894, -115.62910000000001 47.47672, -115.759233 47.423471, -115.321032 47.256105, -114.76689 46.696901, -114.320665 46.646963, -114.527096 46.146218, -114.388243 45.88234, -114.566172 45.773863999999996, -114.564691 45.558026999999996, -114.333218 45.459316, -113.935505 45.694646999999996, -113.454858 44.865572, -113.131453 44.772836999999996, -112.855395 44.359975, -112.286187 44.568472, -111.467804 44.53902, -111.381665 44.754405, -111.048974 44.474072, -111.046689 42.001567, -117.026197 41.99989, -117.032881 43.830025, -116.894083 44.160191, -117.24267499999999 44.396547999999996))") },
+{"id": 35, "name": "Florida", "boundary": st_geom_from_text("MULTIPOLYGON (((-87.6348442887866 30.866109347267003, -87.598928 30.997456999999997, -85.0019 31.000681, -84.864693 30.711541999999998, -82.214839 30.568590999999998, -82.161757 30.357851, -82.036825 30.377883999999998, -81.949787 30.827492999999997, -81.42584599999999 30.700452, -81.253877 29.776851999999998, -80.57424 28.585338999999998, -80.571995 28.111594, -80.031362 26.796339, -80.130697 25.764269, -80.306682 25.612786, -80.358183 25.153228, -80.65769499999999 24.897354, -80.465501 25.211755, -81.087927 25.116170999999998, -81.290328 25.687506, -81.729489 25.909408, -81.868983 26.378648, -82.183813 26.687796, -82.08208599999999 26.653601, -82.05380199999999 26.939798999999997, -82.261941 26.717084999999997, -82.74574799999999 27.538833999999998, -82.393383 27.837519, -82.68674299999999 28.030200999999998, -82.58694799999999 27.819616999999997, -82.73499199999999 27.610839, -82.849126 27.863200000000003, -82.696013 28.930820999999998, -82.813902 29.162502, -83.056542 29.129908999999998, -83.680791 29.921574, -84.20558899999999 30.114323, -84.437597 29.988129999999998, -84.349066 29.896811999999997, -85.351514 29.666669, -85.405052 29.938487, -86.188741 30.334187999999997, -87.51832399999999 30.280434999999997, -87.396177 30.650454, -87.6348442887866 30.866109347267003)), ((-81.815793 24.562739, -81.44351 24.813364, -81.29689499999999 24.655382, -81.815793 24.562739)))") },
+{"id": 36, "name": "Kansas", "boundary": st_geom_from_text("POLYGON ((-102.051744 40.003077999999995, -94.943867 39.898129999999995, -94.862943 39.742993999999996, -95.109304 39.542285, -94.588413 39.149868999999995, -94.617964 36.998905, -102.042089 36.993016, -102.051744 40.003077999999995))") },
+{"id": 37, "name": "New Hampshire", "boundary": st_geom_from_text("POLYGON ((-72.55724699999999 42.853018999999996, -72.065434 44.277235, -71.577643 44.502691999999996, -71.443365 45.237724, -71.083924 45.305451, -70.98764899999999 43.389520999999995, -70.712085 43.043724999999995, -71.29420499999999 42.69699, -72.458519 42.726853, -72.55724699999999 42.853018999999996))") },
+{"id": 38, "name": "Delaware", "boundary": st_geom_from_text("POLYGON ((-75.78865590755069 39.659333499406, -75.66282199999999 39.821149999999996, -75.405414 39.796396, -75.59232899999999 39.467577999999996, -75.30407799999999 38.91316, -75.09201399999999 38.803902, -75.04893899999999 38.451263, -75.69367 38.46008, -75.78865590755069 39.659333499406))") },
+{"id": 39, "name": "Texas", "boundary": st_geom_from_text("MULTIPOLYGON (((-106.645479 31.89867, -106.618486 32.000495, -103.064423 32.000518, -103.041924 36.500439, -100.000406 36.499702, -100.000381 34.560508999999996, -99.69497 34.378333, -99.36961 34.458698999999996, -99.189511 34.214312, -98.486328 34.062598, -98.109462 34.154111, -97.967777 33.88243, -97.210921 33.916064, -97.12610199999999 33.716941, -96.981337 33.956378, -96.348306 33.686378999999995, -95.21763299999999 33.962646, -94.38608599999999 33.544923, -94.056598 33.567825, -94.041833 31.992402, -93.50846 31.029441, -93.740253 30.539569, -93.699396 30.05925, -93.92799199999999 29.809639999999998, -93.83772499999999 29.679024, -94.778691 29.361483, -94.47070199999999 29.556582, -94.778992 29.530157, -94.754808 29.781122999999997, -94.99906399999999 29.709049, -94.86436599999999 29.370510999999997, -95.38368299999999 28.87, -96.342483 28.418716, -97.04607999999999 27.839539, -96.880061 28.131072, -96.416348 28.413871, -96.66519799999999 28.30961, -96.815055 28.475209, -96.785226 28.22954, -97.22283 28.077347999999997, -97.024962 28.113307, -97.075077 27.919354, -97.51854 27.86545, -97.243544 27.689227, -97.414436 27.321568, -97.70880199999999 27.385638, -97.74011399999999 27.267542, -97.42259299999999 27.262045, -97.445708 26.609361999999997, -97.29427199999999 26.105843, -97.14966199999999 26.064135999999998, -97.40525 25.837728, -97.662728 26.038078, -98.193985 26.053324, -99.085126 26.398781999999997, -99.446086 27.023338, -99.512219 27.568094, -100.291397 28.275396999999998, -100.674656 29.099777, -101.400884 29.770069, -102.315389 29.87992, -102.673997 29.744574, -102.86846800000001 29.222879, -103.283457 28.976944999999997, -104.509025 29.633281999999998, -104.922935 30.603848, -106.645479 31.89867)), ((-97.398388 26.867894, -97.36182099999999 27.35906, -97.05682999999999 27.841994, -97.365386 27.199887, -97.276173 26.565462999999998, -97.398388 26.867894)))") },
+{"id": 40, "name": "Minnesota", "boundary": st_geom_from_text("POLYGON ((-97.239209 48.968683999999996, -95.153711 48.998903, -95.153314 49.384358, -94.957465 49.370186, -94.816222 49.320986999999995, -94.645387 48.744079, -93.794454 48.516020999999995, -92.954876 48.631493, -92.634931 48.542873, -92.71256199999999 48.463013, -92.45632499999999 48.414204, -92.369174 48.220268, -92.055228 48.359213, -91.56725399999999 48.043718999999996, -90.88548 48.245784, -90.75160799999999 48.090968, -89.491739 48.005212, -90.777003 47.60623, -92.08534 46.795767, -92.01529 46.706469, -92.291292 46.668141999999996, -92.294033 46.074377, -92.869193 45.717568, -92.883749 45.575483, -92.646602 45.441635, -92.807317 44.750364, -91.43252199999999 43.996826999999996, -91.21770599999999 43.50055, -96.45326 43.500389999999996, -96.45306699999999 45.298114999999996, -96.857751 45.605962, -96.583085 45.820024, -96.554507 46.083977999999995, -96.797941 46.629113, -96.851051 47.59794, -97.146667 48.143203, -97.090328 48.684512, -97.239209 48.968683999999996))") },
+{"id": 41, "name": "Connecticut", "boundary": st_geom_from_text("POLYGON ((-73.727775 41.100696, -73.482709 41.212759999999996, -73.487314 42.049638, -71.80064999999999 42.023568999999995, -71.857458 41.320789, -72.91308699999999 41.296737, -73.657336 40.985171, -73.727775 41.100696))") },
+{"id": 42, "name": "New Jersey", "boundary": st_geom_from_text("POLYGON ((-75.559102 39.629056, -74.72260399999999 40.150009999999995, -75.20181199999999 40.617188, -75.051029 40.865662, -75.130575 40.991093, -74.79504 41.320406999999996, -73.893979 40.997197, -74.27269 40.488405, -73.982855 40.448569, -74.10334399999999 39.751646, -74.792723 38.991991, -74.967274 38.933413, -74.88716699999999 39.158825, -75.151405 39.189996, -75.559102 39.629056))") },
+{"id": 43, "name": "North Dakota", "boundary": st_geom_from_text("POLYGON ((-104.048652 48.865733999999996, -104.048736 48.999877, -97.22872199999999 49.000561999999995, -97.090328 48.684512, -97.146667 48.143203, -96.851051 47.59794, -96.797941 46.629113, -96.562525 45.937087, -104.045443 45.94531, -104.048652 48.865733999999996))") },
+{"id": 44, "name": "Maryland", "boundary": st_geom_from_text("POLYGON ((-79.48764992808078 39.2799539963283, -79.47666199999999 39.721078, -75.788596 39.722198999999996, -75.69367 38.46008, -75.054591 38.414829999999995, -75.242266 38.027209, -75.885032 37.911716999999996, -75.85027199999999 38.366394, -75.97026 38.233806, -76.011419 38.37683, -76.032044 38.216684, -76.226376 38.309988, -76.286102 38.625656, -76.026512 38.56682, -76.22461799999999 38.760387, -76.339709 38.670642, -76.255016 38.862268, -76.155334 38.77234, -76.21000000000001 38.946314, -76.368195 38.836124999999996, -76.361727 38.939175, -76.163988 38.999541, -76.274637 39.16549, -75.948909 39.593177, -76.281747 39.299659999999996, -76.357124 39.394079, -76.442482 39.195408, -76.586485 39.261337, -76.394498 39.012684, -76.560011 38.762626, -76.322158 38.037901999999995, -77.01637099999999 38.445572, -77.25017199999999 38.382781, -76.909395 38.892812, -77.46145 39.075151, -77.838008 39.606125, -78.176625 39.695966999999996, -78.565929 39.519444, -78.76584 39.648486999999996, -79.48764992808078 39.2799539963283))") },
+{"id": 45, "name": "Maine", "boundary": st_geom_from_text("POLYGON ((-71.08000299999999 45.306987, -70.85704199999999 45.22916, -70.798028 45.426705999999996, -70.634661 45.383607999999995, -70.72284499999999 45.512772, -70.259117 45.890755, -70.29273599999999 46.191599, -69.997086 46.695229999999995, -69.22442 47.459686, -68.90008499999999 47.177718999999996, -68.23460399999999 47.355035, -67.790515 47.067921, -67.817892 45.693705, -67.429716 45.583773, -67.489333 45.281282, -67.15791899999999 45.161004, -66.949895 44.817419, -67.564718 44.532067999999995, -67.847776 44.563, -68.049334 44.330729999999996, -68.211426 44.52014, -68.36568 44.435345, -68.17449599999999 44.345181, -68.333831 44.221286, -68.425338 44.498275, -68.522786 44.228099, -68.827197 44.31216, -68.805863 44.524291999999996, -68.998384 44.425585999999996, -69.125281 43.977914999999996, -69.43773399999999 43.975750999999995, -69.655611 43.781039, -69.677078 43.926984, -69.836799 43.699735, -70.045006 43.736667999999995, -69.950647 43.86327, -70.19426899999999 43.768601, -70.196911 43.565146, -70.703819 43.059825, -70.98764899999999 43.389520999999995, -71.08000299999999 45.306987))") },
+{"id": 46, "name": "Rhode Island", "boundary": st_geom_from_text("MULTIPOLYGON (((-71.19951625965957 41.60319584997731, -71.132888 41.660101999999995, -71.12057 41.497448, -71.19951625965957 41.60319584997731)), ((-71.8626677422346 41.310863612697, -71.79924199999999 42.008064999999995, -71.381401 42.018798, -71.23844199999999 41.665565, -71.390557 41.783708, -71.480875 41.360248, -71.8626677422346 41.310863612697)))") },
+{"id": 47, "name": "California", "boundary": st_geom_from_text("POLYGON ((-124.408601 40.443200999999995, -124.111756 41.026883, -124.21160499999999 41.99846, -119.999168 41.99454, -120.001014 38.999573999999996, -114.633487 35.001857, -114.386699 34.457910999999996, -114.131211 34.26273, -114.434181 34.087379, -114.524599 33.552231, -114.72528199999999 33.405048, -114.706488 33.08816, -114.469039 32.972294999999995, -114.526856 32.757093999999995, -117.12486200000001 32.534155999999996, -117.46979400000001 33.296417, -118.132698 33.753217, -118.411211 33.741985, -118.519514 34.027509, -119.129252 34.10084, -119.563986 34.41532, -120.63672199999999 34.560967, -120.644311 35.139616, -121.902729 36.306379, -121.862266 36.931551999999996, -122.405073 37.195791, -122.478083 37.810828, -122.044771 37.457249, -122.430087 37.963114999999995, -122.282824 38.082889, -122.489974 38.112013999999995, -122.527399 37.814947, -123.024066 37.994878, -122.977082 38.267902, -123.727976 38.919429, -123.851714 39.832041, -124.408601 40.443200999999995))") },
+{"id": 48, "name": "New York", "boundary": st_geom_from_text("POLYGON ((-79.762152 42.243054, -78.853455 42.783958, -79.070469 43.262454, -76.787949 43.311309, -76.209853 43.560136, -76.297392 43.855925, -76.059062 43.9857, -76.20164 44.079038999999995, -76.280677 43.959683, -76.312647 44.199044, -75.283136 44.849156, -74.826578 45.01585, -73.343124 45.010839999999995, -73.431229 43.588285, -73.24158899999999 43.534973, -73.264957 42.74594, -73.50814199999999 42.086256999999996, -73.482709 41.212759999999996, -73.727775 41.100696, -73.65597199999999 40.979597, -73.81520499999999 40.831075, -72.278789 41.158722, -72.11618064373404 41.00478221051866, -73.940591 40.542896, -74.042412 40.624846999999995, -73.893979 40.997197, -74.983341 41.480894, -75.072172 41.813731999999995, -75.359579 41.999445, -79.76137399999999 41.999067, -79.762152 42.243054))") },
+{"id": 49, "name": "District of Columbia", "boundary": st_geom_from_text("POLYGON ((-77.119759 38.934343, -76.909395 38.892812, -77.039006 38.791644999999995, -77.119759 38.934343))") }
+]);
+
+// ----------- Insert data into POIS
+
+use SJTest;
+
+INSERT INTO POIS ([
+{"id": 477940459990302720, "latitude": 39.60127691, "longitude": -75.08210896 },
+{"id": 477790131575730177, "latitude": 40.1514752, "longitude": -74.81236042 },
+{"id": 477710471814848512, "latitude": 33.43804694, "longitude": -95.68763757 },
+{"id": 477985242800996353, "latitude": 41.48453081, "longitude": -81.52077033 },
+{"id": 478030228334198784, "latitude": 41.39446897, "longitude": -81.77584306 },
+{"id": 477924841790922752, "latitude": 36.07628074, "longitude": -79.79048387 },
+{"id": 477970695121432576, "latitude": 41.53870828, "longitude": -74.08805952 },
+{"id": 477862757627592704, "latitude": 35.7346058, "longitude": -81.30704639 },
+{"id": 478023082238816256, "latitude": 35.3657508, "longitude": -119.0102226 },
+{"id": 477903515004993536, "latitude": 41.22221807, "longitude": -73.19275067 },
+{"id": 477938785984843776, "latitude": 36.24723439, "longitude": -115.05323046 },
+{"id": 477993123273252864, "latitude": 35.14151039, "longitude": -90.03867381 },
+{"id": 477951332804861952, "latitude": 33.87416095, "longitude": -118.35009287 },
+{"id": 477893925420957697, "latitude": 41.78922283, "longitude": -71.510315 },
+{"id": 477800021468151808, "latitude": 39.9847605, "longitude": -75.1554912 },
+{"id": 477976590979063809, "latitude": 31.3646508, "longitude": -110.95371188 },
+{"id": 477934575625043968, "latitude": 38.6834504, "longitude": -121.2700596 },
+{"id": 477895250854154240, "latitude": 34.31816446, "longitude": -118.48024392 },
+{"id": 477693917203165184, "latitude": 33.03928163, "longitude": -96.88638643 },
+{"id": 477987651723612161, "latitude": 36.9600352, "longitude": -120.0363063 },
+{"id": 477784297613430785, "latitude": 36.42884804, "longitude": -76.36722257 },
+{"id": 478001570689216512, "latitude": 41.63920715, "longitude": -87.56199455 },
+{"id": 477708824313204737, "latitude": 34.03503475, "longitude": -118.3755469 },
+{"id": 477697371217068033, "latitude": 40.69421039, "longitude": -73.70531126 },
+{"id": 477712027977150465, "latitude": 30.8511237, "longitude": -93.2950018 },
+{"id": 477893366458228736, "latitude": 37.62058509, "longitude": -109.47617019 },
+{"id": 478028298979536897, "latitude": 33.87267676, "longitude": -117.74513179 },
+{"id": 477985347683364864, "latitude": 33.84093782, "longitude": -118.39112049 },
+{"id": 477890422337847296, "latitude": 45.5816052, "longitude": -122.3602295 },
+{"id": 478015380498022401, "latitude": 39.28363031, "longitude": -76.62181533 },
+{"id": 477745839117721600, "latitude": 31.36526636, "longitude": -89.29842984 },
+{"id": 477816226769801216, "latitude": 40.06843354, "longitude": -74.86433339 },
+{"id": 477872171566391300, "latitude": 30.9128876, "longitude": -83.2392699 },
+{"id": 477866362866774016, "latitude": 38.9064913, "longitude": -77.0416139 },
+{"id": 477913033713659905, "latitude": 45.5057, "longitude": -73.5608 },
+{"id": 477721488758276096, "latitude": 34.1109045, "longitude": -117.3457078 },
+{"id": 477868622904172545, "latitude": 33.25337717, "longitude": -81.94603765 },
+{"id": 477838810013638656, "latitude": 33.89785895, "longitude": -118.31028598 },
+{"id": 477933599845810176, "latitude": 43.20424045, "longitude": -79.84003499 },
+{"id": 478007349232160768, "latitude": 30.49127254, "longitude": -90.4802828 },
+{"id": 477817866981371905, "latitude": 49.7371959, "longitude": -96.87045848 },
+{"id": 477987831831597057, "latitude": 40.05282192, "longitude": -75.13428426 },
+{"id": 477714409964331008, "latitude": 33.42498148, "longitude": -86.62742911 },
+{"id": 477997717017608192, "latitude": 39.56420777, "longitude": -76.99351121 },
+{"id": 477806861245091840, "latitude": 33.22548108, "longitude": -82.5657175 },
+{"id": 477931439271706625, "latitude": 40.261022, "longitude": -76.79750594 },
+{"id": 478040747015696384, "latitude": 37.3259826, "longitude": -77.4417275 },
+{"id": 477972909109936128, "latitude": 34.00351798, "longitude": -118.48500139 },
+{"id": 478021564642783232, "latitude": 33.92465156, "longitude": -118.13826456 },
+{"id": 477823067670847488, "latitude": 38.9824508, "longitude": -76.4949692 },
+{"id": 477990849377497089, "latitude": 41.52279668, "longitude": -81.62979662 },
+{"id": 477946764641964032, "latitude": 34.05945275, "longitude": -84.08681443 },
+{"id": 477942878690234369, "latitude": 33.88460724, "longitude": -117.49207187 },
+{"id": 477902253169184768, "latitude": 38.7696517, "longitude": -89.9656719 },
+{"id": 478021172173733888, "latitude": 39.0642047, "longitude": -84.4711534 },
+{"id": 478025089892372480, "latitude": 38.16958174, "longitude": -85.87278843 },
+{"id": 477806769431797761, "latitude": 33.94027909, "longitude": -118.40648334 },
+{"id": 477717169103331329, "latitude": 34.01226862, "longitude": -118.09915817 },
+{"id": 478014983616618497, "latitude": 39.60295926, "longitude": -105.02260514 },
+{"id": 477729349500563456, "latitude": 37.99818121, "longitude": -84.21115136 },
+{"id": 477685246914465792, "latitude": 40.09554088, "longitude": -82.95717482 },
+{"id": 477865432121348096, "latitude": 39.76031722, "longitude": -86.1575784 },
+{"id": 477689754977181696, "latitude": 47.23433434, "longitude": -122.15083003 },
+{"id": 477955520066617345, "latitude": 33.30739744, "longitude": -111.97886346 },
+{"id": 478031251405021184, "latitude": 40.33253123, "longitude": -76.80739109 },
+{"id": 477878662235435008, "latitude": 39.0890013, "longitude": -95.6884688 },
+{"id": 477807102228836353, "latitude": 34.74548518, "longitude": -81.94682579 },
+{"id": 477886749923094528, "latitude": 40.82511353, "longitude": -73.85390859 },
+{"id": 477864102120161280, "latitude": 35.8529023, "longitude": -95.42135767 },
+{"id": 477688305509597184, "latitude": 39.73074608, "longitude": -74.90067266 },
+{"id": 477844975372476416, "latitude": 39.32013315, "longitude": -84.54873581 },
+{"id": 478019144693329920, "latitude": 41.21432831, "longitude": -80.54341614 },
+{"id": 477963661403619329, "latitude": 33.6433111, "longitude": -112.118585 },
+{"id": 477969815672328194, "latitude": 33.72222418, "longitude": -92.64973803 },
+{"id": 477841342911885312, "latitude": 39.28065676, "longitude": -76.56681334 },
+{"id": 477889624178581506, "latitude": 36.95340629, "longitude": -120.06700063 },
+{"id": 477940249486565376, "latitude": 36.34748719, "longitude": -94.21057687 },
+{"id": 477933871195901952, "latitude": 35.58765105, "longitude": -78.35785957 },
+{"id": 477682766164000768, "latitude": 40.6634903, "longitude": -74.1110378 },
+{"id": 477958125048180736, "latitude": 40.79365954, "longitude": -77.85999475 },
+{"id": 477960384885051393, "latitude": 43.74163153, "longitude": -79.55500957 },
+{"id": 478018844431511552, "latitude": 40.85231804, "longitude": -73.97942773 },
+{"id": 477935367392620544, "latitude": 41.80048501, "longitude": -71.8879753 },
+{"id": 477798558406414336, "latitude": 43.5698948, "longitude": -79.6691208 },
+{"id": 478003401713025024, "latitude": 43.62132814, "longitude": -116.34896264 },
+{"id": 477679655206813696, "latitude": 40.74323463, "longitude": -73.98569682 },
+{"id": 477812331200913408, "latitude": 31.2783036, "longitude": -92.4307188 },
+{"id": 477968197203664896, "latitude": 33.04786211, "longitude": -117.29755178 },
+{"id": 477952606695088128, "latitude": 43.65619562, "longitude": -79.3805137 },
+{"id": 478021704476655616, "latitude": 37.6368882, "longitude": -122.0984205 },
+{"id": 477702943513534465, "latitude": 40.79229131, "longitude": -74.32971485 },
+{"id": 477860289577488384, "latitude": 42.43418214, "longitude": -83.04946121 },
+{"id": 477810175772856320, "latitude": 35.10625596, "longitude": -77.04778736 },
+{"id": 477780073995464704, "latitude": 43.6928174, "longitude": -87.7125278 },
+{"id": 477875035651457026, "latitude": 40.87373665, "longitude": -74.17612931 },
+{"id": 477833996580040705, "latitude": 32.4191746, "longitude": -81.7869042 },
+{"id": 477901252748001280, "latitude": 42.6607329, "longitude": -71.3024034 },
+{"id": 477993581190598656, "latitude": 34.61968507, "longitude": -79.00082282 },
+{"id": 477918999255474176, "latitude": 31.20446667, "longitude": -87.602705 },
+{"id": 478001129473597440, "latitude": 33.66173133, "longitude": -117.99760789 },
+{"id": 477741840129462272, "latitude": 41.72580357, "longitude": -83.60777901 },
+{"id": 478022065073946625, "latitude": 41.89967688, "longitude": -87.76559374 },
+{"id": 477899807814877184, "latitude": 42.2539919, "longitude": -71.82697122 },
+{"id": 477867002460401664, "latitude": 38.90826031, "longitude": -77.04231262 },
+{"id": 477714969463496705, "latitude": 32.59926679, "longitude": -96.76870759 },
+{"id": 478022159198326784, "latitude": 41.88569827, "longitude": -87.61582761 },
+{"id": 477871658762387456, "latitude": 41.59578485, "longitude": -93.66029367 },
+{"id": 477812649544417280, "latitude": 40.77836073, "longitude": -73.51308269 },
+{"id": 478016151213965312, "latitude": 35.6259867, "longitude": -105.9808948 },
+{"id": 477955249861173250, "latitude": 38.6633284, "longitude": -121.49791509 },
+{"id": 478018657273249792, "latitude": 41.10775421, "longitude": -85.05600725 },
+{"id": 478033837243772928, "latitude": 32.72854627, "longitude": -117.22587121 },
+{"id": 477939053807955969, "latitude": 42.74245328, "longitude": -84.39348084 },
+{"id": 477732786380365824, "latitude": 38.96133218, "longitude": -95.31464709 },
+{"id": 478008443056717825, "latitude": 39.96700038, "longitude": -74.26460732 },
+{"id": 477972538111188992, "latitude": 35.3887115, "longitude": -119.1309104 },
+{"id": 477962976960315392, "latitude": 33.8754065, "longitude": -117.7533813 },
+{"id": 477789249195225088, "latitude": 38.20716416, "longitude": -84.81514522 },
+{"id": 477802144251531264, "latitude": 37.44351927, "longitude": -77.66935801 },
+{"id": 477909725905174529, "latitude": 47.66852744, "longitude": -122.38511719 },
+{"id": 477891111860449280, "latitude": 32.90800808, "longitude": -117.13767925 },
+{"id": 477898631903973376, "latitude": 30.53614936, "longitude": -90.47798467 },
+{"id": 477943243775045632, "latitude": 36.15965854, "longitude": -115.24152072 },
+{"id": 477722811058778112, "latitude": 38.6748329, "longitude": -121.5338647 },
+{"id": 477709178467655680, "latitude": 38.88810024, "longitude": -121.31877659 },
+{"id": 477966296764542976, "latitude": 32.95175169, "longitude": -96.61296843 },
+{"id": 478000266617552897, "latitude": 36.02849819, "longitude": -115.0692286 },
+{"id": 477880874927931393, "latitude": 40.5444743, "longitude": -74.1574014 },
+{"id": 478028311302795264, "latitude": 40.551354, "longitude": -74.1802795 },
+{"id": 477950147872038915, "latitude": 39.84905545, "longitude": -75.4374292 },
+{"id": 477907262560694272, "latitude": 42.36665316, "longitude": -71.06260883 },
+{"id": 477869023099887616, "latitude": 39.96663803, "longitude": -75.12878428 },
+{"id": 478019511153487872, "latitude": 34.1518669, "longitude": -118.4227387 },
+{"id": 477924570469371904, "latitude": 41.28260956, "longitude": -96.16403055 },
+{"id": 477850569672261635, "latitude": 34.7919172, "longitude": -86.7285245 },
+{"id": 477684266776539136, "latitude": 32.6644321, "longitude": -116.96162864 },
+{"id": 477854131801972738, "latitude": 42.98238002, "longitude": -88.2592917 },
+{"id": 477991260201164801, "latitude": 45.18785731, "longitude": -93.33917043 },
+{"id": 477922136296681472, "latitude": 40.99099099, "longitude": -79.10798206 },
+{"id": 477866271548379136, "latitude": 42.1006064, "longitude": -80.09492712 },
+{"id": 477693328704540672, "latitude": 33.9731721, "longitude": -118.2353379 },
+{"id": 478032616969367552, "latitude": 33.0902049, "longitude": -81.9617307 },
+{"id": 477990464235122688, "latitude": 34.16036746, "longitude": -118.53782801 },
+{"id": 477890625056931841, "latitude": 36.85581682, "longitude": -119.67278405 },
+{"id": 477998138829987840, "latitude": 37.81051453, "longitude": -85.4503716 },
+{"id": 477833117374611456, "latitude": 44.11614436, "longitude": -103.06577797 },
+{"id": 478013367010209792, "latitude": 40.78099404, "longitude": -77.85107683 },
+{"id": 477846708165279744, "latitude": 41.06365442, "longitude": -80.055738 },
+{"id": 477990927747674112, "latitude": 34.0200987, "longitude": -118.3250881 },
+{"id": 477716262395867136, "latitude": 39.31396817, "longitude": -76.67261942 },
+{"id": 477958377176182784, "latitude": 32.20618574, "longitude": -110.90207834 },
+{"id": 477911776831369216, "latitude": 43.34336886, "longitude": -72.48533459 },
+{"id": 478011971321991169, "latitude": 40.8305601, "longitude": -73.93521622 },
+{"id": 477904525836046337, "latitude": 32.8397361, "longitude": -97.0111221 },
+{"id": 477917202776330241, "latitude": 40.78331945, "longitude": -73.21867713 },
+{"id": 477996255675576320, "latitude": 32.20294, "longitude": -98.2399004 },
+{"id": 477923101528043520, "latitude": 40.71424858, "longitude": -73.95375967 },
+{"id": 477809256251793408, "latitude": 33.94389398, "longitude": -118.40502262 },
+{"id": 478017662329823232, "latitude": 40.9444786, "longitude": -73.88956896 },
+{"id": 477836726254063616, "latitude": 33.53821433, "longitude": -84.56882506 },
+{"id": 478035545424019457, "latitude": 34.03297096, "longitude": -118.4859452 },
+{"id": 477867896610123776, "latitude": 41.50693914, "longitude": -82.94852757 },
+{"id": 478017597758136322, "latitude": 45.16530905, "longitude": -93.23935113 },
+{"id": 477967996007104512, "latitude": 41.2941292, "longitude": -72.9562981 },
+{"id": 477924929136906241, "latitude": 30.193654, "longitude": -97.7663298 },
+{"id": 477964119467757568, "latitude": 42.3404497, "longitude": -83.205684 },
+{"id": 478032297955168256, "latitude": 40.8503476, "longitude": -73.9401381 },
+{"id": 477859620191760384, "latitude": 32.23433126, "longitude": -110.79989419 },
+{"id": 477964238627958784, "latitude": 36.64489682, "longitude": -77.86652518 },
+{"id": 477783354054815744, "latitude": 42.9476236, "longitude": -78.8207316 },
+{"id": 477689514463211520, "latitude": 38.5300082, "longitude": -121.4826188 },
+{"id": 478005025185464320, "latitude": 42.86847305, "longitude": -78.79903624 },
+{"id": 477986693471952897, "latitude": 31.75989014, "longitude": -106.31561299 },
+{"id": 477957785909735424, "latitude": 39.81871193, "longitude": -75.53023171 },
+{"id": 477890178640384001, "latitude": 37.5688636, "longitude": -77.4540628 },
+{"id": 478004308827717632, "latitude": 39.14933024, "longitude": -84.43623134 },
+{"id": 478029048799846401, "latitude": 40.3030824, "longitude": -121.228368 },
+{"id": 477918605024428032, "latitude": 41.3849, "longitude": -71.8324 },
+{"id": 477704344804917248, "latitude": 34.04481618, "longitude": -117.64472726 },
+{"id": 478017044638474240, "latitude": 38.2475201, "longitude": -121.3203015 },
+{"id": 477858541366415360, "latitude": 39.9505, "longitude": -75.1665 },
+{"id": 478040810793861121, "latitude": 37.7854956, "longitude": -122.4156964 },
+{"id": 477699581149343746, "latitude": 34.14515531, "longitude": -118.10567066 },
+{"id": 477683342683676672, "latitude": 41.47743349, "longitude": -90.56032738 },
+{"id": 477692432629260288, "latitude": 34.2438489, "longitude": -77.896849 },
+{"id": 477793948002308096, "latitude": 32.219705, "longitude": -106.71692 },
+{"id": 477804456218984448, "latitude": 38.5387125, "longitude": -75.05452752 },
+{"id": 477911363524644864, "latitude": 34.178989, "longitude": -118.5970172 },
+{"id": 477878260219777024, "latitude": 40.74851475, "longitude": -73.04856675 },
+{"id": 477831827236073472, "latitude": 40.69118179, "longitude": -74.01678085 },
+{"id": 477962480053149697, "latitude": 41.52291792, "longitude": -73.9371046 },
+{"id": 477686459692883969, "latitude": 34.02691118, "longitude": -118.27842855 },
+{"id": 477935614818398208, "latitude": 32.6797551, "longitude": -117.0694914 },
+{"id": 478033494506209280, "latitude": 43.42099013, "longitude": -70.61556979 },
+{"id": 477966082389471233, "latitude": 31.8765154, "longitude": -102.3162344 },
+{"id": 477985210265763841, "latitude": 34.16597277, "longitude": -118.58611045 },
+{"id": 478039363477987328, "latitude": 33.07497432, "longitude": -96.72300287 },
+{"id": 477926631617478656, "latitude": 33.36047754, "longitude": -111.88298489 },
+{"id": 477893937122668544, "latitude": 30.47940996, "longitude": -84.16244847 },
+{"id": 477931754834386944, "latitude": 41.86256496, "longitude": -80.55896709 },
+{"id": 477908713605300224, "latitude": 42.14364648, "longitude": -72.49528381 },
+{"id": 477916962819829760, "latitude": 34.34233036, "longitude": -78.69287931 },
+{"id": 477704963724828672, "latitude": 38.30213214, "longitude": -122.31423652 },
+{"id": 478037978233966593, "latitude": 40.70936438, "longitude": -73.93719625 },
+{"id": 477689651637940224, "latitude": 32.51559582, "longitude": -96.37546796 },
+{"id": 478037659471056896, "latitude": 40.76366855, "longitude": -73.98612947 },
+{"id": 477871126472040448, "latitude": 45.3971171, "longitude": -75.8488709 },
+{"id": 477852612054634496, "latitude": 30.3019185, "longitude": -97.692977 },
+{"id": 477863043632619521, "latitude": 42.6427867, "longitude": -71.2991179 },
+{"id": 477885901591560192, "latitude": 32.62953799, "longitude": -83.66239552 },
+{"id": 477998671141679105, "latitude": 33.5644901, "longitude": -86.7190393 },
+{"id": 477681555175788544, "latitude": 35.43671433, "longitude": -80.73635268 },
+{"id": 477936827597193216, "latitude": 33.95645024, "longitude": -117.23417698 },
+{"id": 477871895246036992, "latitude": 43.25049676, "longitude": -83.77933309 },
+{"id": 477960076796252162, "latitude": 38.4268189, "longitude": -76.4814515 },
+{"id": 477949120313704448, "latitude": 43.7233751, "longitude": -79.668652 },
+{"id": 477960961555300352, "latitude": 36.71289148, "longitude": -121.62034351 },
+{"id": 477881528337190912, "latitude": 35.97806149, "longitude": -86.56547779 },
+{"id": 477940766870761473, "latitude": 40.03622527, "longitude": -76.31628094 },
+{"id": 478029034325311488, "latitude": 39.28700945, "longitude": -76.73488088 },
+{"id": 477989075082022912, "latitude": 41.7648877, "longitude": -87.8062973 },
+{"id": 477808000292233216, "latitude": 32.40897032, "longitude": -97.76105025 },
+{"id": 477828719420399616, "latitude": 37.98200177, "longitude": -87.63579244 },
+{"id": 477737856010440705, "latitude": 34.02855818, "longitude": -117.63851157 },
+{"id": 477889079963435008, "latitude": 32.91214498, "longitude": -96.98220881 },
+{"id": 477914081425244160, "latitude": 47.14988004, "longitude": -91.45364942 },
+{"id": 477901638854651904, "latitude": 39.64296332, "longitude": -106.38823919 },
+{"id": 477808001420906496, "latitude": 30.10967478, "longitude": -93.74674875 },
+{"id": 477916586230030336, "latitude": 35.08500927, "longitude": -80.63319144 },
+{"id": 477884640330788864, "latitude": 41.85938228, "longitude": -88.07347735 },
+{"id": 477708778998341632, "latitude": 36.28222236, "longitude": -115.28191601 },
+{"id": 478017816306925568, "latitude": 39.43706326, "longitude": -74.51741 },
+{"id": 477815334171598848, "latitude": 42.82934794, "longitude": -86.06309999 },
+{"id": 478023453639852032, "latitude": 38.64903476, "longitude": -85.32328796 },
+{"id": 477869761255469056, "latitude": 36.1290158, "longitude": -115.2039619 },
+{"id": 477961053658030081, "latitude": 33.63903871, "longitude": -111.97120395 },
+{"id": 477728353068544000, "latitude": 35.58133872, "longitude": -97.52597323 },
+{"id": 477814781617774592, "latitude": 30.3800325, "longitude": -97.6586255 },
+{"id": 477880679393263616, "latitude": 33.99768365, "longitude": -117.81735398 },
+{"id": 477864520723857409, "latitude": 40.4862157, "longitude": -74.4518188 },
+{"id": 477978576126758912, "latitude": 43.58957788, "longitude": -89.7833777 },
+{"id": 477886101089435648, "latitude": 41.5882, "longitude": -93.618 },
+{"id": 477991631627370498, "latitude": 33.848431, "longitude": -118.2463685 },
+{"id": 477885219609903104, "latitude": 32.4897064, "longitude": -117.0136619 },
+{"id": 478027685638471680, "latitude": 38.96354105, "longitude": -76.92634514 },
+{"id": 477694229112557568, "latitude": 33.47165251, "longitude": -112.20569405 },
+{"id": 478024512710385664, "latitude": 43.68755429, "longitude": -116.50153714 },
+{"id": 477747973481172992, "latitude": 36.78027399, "longitude": -119.8180974 },
+{"id": 477960059607998464, "latitude": 43.88204911, "longitude": -78.87653078 },
+{"id": 477955234455490560, "latitude": 42.5750374, "longitude": -87.8708912 },
+{"id": 478029562719113216, "latitude": 42.52663914, "longitude": -89.00081445 },
+{"id": 477881374448156672, "latitude": 42.1268789, "longitude": -71.0327824 },
+{"id": 478020628604149760, "latitude": 49.18901966, "longitude": -122.80202127 },
+{"id": 477718935035338752, "latitude": 33.87307559, "longitude": -118.33737052 },
+{"id": 478006089540067328, "latitude": 37.73652416, "longitude": -92.13005704 },
+{"id": 477946928043266048, "latitude": 38.6605063, "longitude": -121.5250138 },
+{"id": 477679903953805312, "latitude": 42.31194193, "longitude": -89.65558919 },
+{"id": 477910847822372864, "latitude": 40.73670468, "longitude": -74.17601316 },
+{"id": 477817401862397952, "latitude": 40.150897, "longitude": -79.894714 },
+{"id": 478015581082648576, "latitude": 40.73899742, "longitude": -73.6696815 },
+{"id": 478012257704480768, "latitude": 47.21223346, "longitude": -122.33665738 },
+{"id": 477938305670324224, "latitude": 32.3855, "longitude": -111.0466 },
+{"id": 477940480378810368, "latitude": 45.48674588, "longitude": -122.40913865 },
+{"id": 477895062404096002, "latitude": 33.50478853, "longitude": -86.70687112 },
+{"id": 478024163622264832, "latitude": 47.52106365, "longitude": -122.37185796 },
+{"id": 477841460553736192, "latitude": 35.0816837, "longitude": -78.9869528 },
+{"id": 477683062763831296, "latitude": 32.86618361, "longitude": -96.61647096 },
+{"id": 477922673616781312, "latitude": 36.7057576, "longitude": -76.3243453 },
+{"id": 477679237822808065, "latitude": 39.94075903, "longitude": -75.12939813 },
+{"id": 477874666712084480, "latitude": 30.44173236, "longitude": -81.6804043 },
+{"id": 477980125913694208, "latitude": 37.32848401, "longitude": -92.90783981 },
+{"id": 477823838739513344, "latitude": 33.82483429, "longitude": -118.24761714 },
+{"id": 477684417167515648, "latitude": 41.69814072, "longitude": -96.88632899 },
+{"id": 478007609312550912, "latitude": 40.70376663, "longitude": -82.17407774 },
+{"id": 477872254022582272, "latitude": 43.02719906, "longitude": -86.21020662 },
+{"id": 477916881102176257, "latitude": 34.42728759, "longitude": -117.37805184 },
+{"id": 477833128745385985, "latitude": 42.12772081, "longitude": -80.0672699 },
+{"id": 478015574547505152, "latitude": 30.0007518, "longitude": -90.217556 },
+{"id": 477971501677699072, "latitude": 43.02911891, "longitude": -87.97134476 },
+{"id": 477951280607166464, "latitude": 43.65606148, "longitude": -79.38195362 },
+{"id": 477999708829655041, "latitude": 40.7149536, "longitude": -74.0453423 },
+{"id": 477924226322956288, "latitude": 36.0158683, "longitude": -115.2972531 },
+{"id": 477847809715347457, "latitude": 37.75060823, "longitude": -80.48052168 },
+{"id": 477989669922435073, "latitude": 42.8669016, "longitude": -97.4728847 },
+{"id": 477846095716823042, "latitude": 30.21276451, "longitude": -85.69263827 },
+{"id": 477966887934902272, "latitude": 47.65861153, "longitude": -122.29909985 },
+{"id": 478038541537398784, "latitude": 35.20701204, "longitude": -101.88164148 },
+{"id": 478037318792925184, "latitude": 37.90198479, "longitude": -88.90947425 },
+{"id": 477944624179212289, "latitude": 37.97198685, "longitude": -121.32616046 },
+{"id": 477859473764016128, "latitude": 41.54484094, "longitude": -73.08943819 },
+{"id": 478039474820362241, "latitude": 39.2442511, "longitude": -84.7950769 },
+{"id": 477930677032058880, "latitude": 41.77537712, "longitude": -96.51016546 },
+{"id": 477906070375903233, "latitude": 33.4642541, "longitude": -81.858114 },
+{"id": 478014494703362048, "latitude": 38.76565397, "longitude": -77.61999165 },
+{"id": 477679191379292161, "latitude": 38.89951723, "longitude": -76.94373268 },
+{"id": 477857109627764736, "latitude": 35.93967971, "longitude": -77.81812104 },
+{"id": 477702281974910977, "latitude": 33.8708481, "longitude": -84.2592263 },
+{"id": 477708653127286784, "latitude": 42.2900927, "longitude": -71.115806 },
+{"id": 477967544435752960, "latitude": 38.93534126, "longitude": -94.66083593 },
+{"id": 477806076851916800, "latitude": 36.96689778, "longitude": -76.28720994 },
+{"id": 477923329069051904, "latitude": 40.6650153, "longitude": -74.2083941 },
+{"id": 478021449945718786, "latitude": 37.3259858, "longitude": -77.4416771 },
+{"id": 477835408584105984, "latitude": 35.4670096, "longitude": -86.04341405 },
+{"id": 477700960332939265, "latitude": 36.9881388, "longitude": -86.4781627 },
+{"id": 477696717539008512, "latitude": 45.519154, "longitude": -122.49645 },
+{"id": 477721971031949312, "latitude": 36.1070567, "longitude": -119.5711719 },
+{"id": 478012599649714176, "latitude": 41.70133207, "longitude": -88.11422568 },
+{"id": 477987657637560320, "latitude": 46.47830059, "longitude": -84.39180655 },
+{"id": 477875364107018240, "latitude": 32.36933551, "longitude": -99.77232272 },
+{"id": 477686220302991361, "latitude": 40.42093252, "longitude": -86.88332247 },
+{"id": 477887449600131073, "latitude": 40.57814206, "longitude": -75.5314676 },
+{"id": 478027760091553793, "latitude": 36.82417816, "longitude": -76.34214668 },
+{"id": 477842972419977216, "latitude": 32.525376, "longitude": -92.6474791 },
+{"id": 477973536825286656, "latitude": 34.6681647, "longitude": -82.7973042 },
+{"id": 478016419091599360, "latitude": 39.94987668, "longitude": -75.16192627 },
+{"id": 477984741216759808, "latitude": 37.71247565, "longitude": -97.44235258 },
+{"id": 477715971440791552, "latitude": 34.40640852, "longitude": -118.4558852 },
+{"id": 477953705749143552, "latitude": 37.73936105, "longitude": -122.47090816 },
+{"id": 477977501135015936, "latitude": 38.89622565, "longitude": -77.02710089 },
+{"id": 477922679081533440, "latitude": 34.0692007, "longitude": -117.1638077 },
+{"id": 477940900006334464, "latitude": 37.7463808, "longitude": -97.2505981 },
+{"id": 477802539425857536, "latitude": 42.18297032, "longitude": -71.22980197 },
+{"id": 477933301169000449, "latitude": 42.54147457, "longitude": -82.95565193 },
+{"id": 477943923617595397, "latitude": 40.52876834, "longitude": -79.91823689 },
+{"id": 477962491817783296, "latitude": 43.7771782, "longitude": -79.3229375 },
+{"id": 477701543886479361, "latitude": 38.36181239, "longitude": -75.08291012 },
+{"id": 477889349422297088, "latitude": 41.15297682, "longitude": -81.33378674 },
+{"id": 478026106399109120, "latitude": 41.5916251, "longitude": -81.5438 },
+{"id": 477920624904777728, "latitude": 39.1827483, "longitude": -84.2735235 },
+{"id": 478013550049247232, "latitude": 34.184408, "longitude": -118.6097329 },
+{"id": 477894254334050304, "latitude": 40.52618265, "longitude": -74.26938183 },
+{"id": 477910977766117376, "latitude": 30.359091, "longitude": -97.6832213 },
+{"id": 477989992061751296, "latitude": 32.95903647, "longitude": -80.17978705 },
+{"id": 477683852891025408, "latitude": 33.60219383, "longitude": -117.09650995 },
+{"id": 477895846122360832, "latitude": 32.69790599, "longitude": -95.10131946 },
+{"id": 477865794332684288, "latitude": 41.40713658, "longitude": -73.41789354 },
+{"id": 477715332476309504, "latitude": 45.0189949, "longitude": -85.6293453 },
+{"id": 477891425015980032, "latitude": 40.50608209, "longitude": -74.48621007 },
+{"id": 477740274676797441, "latitude": 40.03450759, "longitude": -75.10988387 },
+{"id": 477923380520161280, "latitude": 32.87843258, "longitude": -96.77219664 },
+{"id": 477937296453693440, "latitude": 42.074832, "longitude": -76.8014393 },
+{"id": 477959018078806017, "latitude": 40.77892456, "longitude": -73.20423195 },
+{"id": 478031294979260417, "latitude": 31.63027507, "longitude": -94.65266814 },
+{"id": 478018226123980800, "latitude": 39.59079377, "longitude": -77.65006762 },
+{"id": 477812515456704513, "latitude": 38.74031462, "longitude": -77.45205249 },
+{"id": 477949972286300160, "latitude": 33.75940171, "longitude": -84.39260365 },
+{"id": 477833044405915649, "latitude": 34.0647469, "longitude": -118.2960192 },
+{"id": 477710580308922368, "latitude": 49.1272886, "longitude": -125.8929667 },
+{"id": 477915909881729024, "latitude": 39.92360248, "longitude": -75.17068578 },
+{"id": 477804154220326912, "latitude": 39.31917015, "longitude": -76.56109658 },
+{"id": 477987885749403648, "latitude": 30.16022865, "longitude": -81.8395121 },
+{"id": 477949357421916160, "latitude": 43.86372963, "longitude": -79.01990986 },
+{"id": 478039843415810048, "latitude": 43.54679215, "longitude": -116.27268833 },
+{"id": 477820700083118080, "latitude": 38.46800746, "longitude": -77.40823852 },
+{"id": 477841919154728961, "latitude": 37.47434778, "longitude": -121.15318998 },
+{"id": 478006306104950786, "latitude": 41.36053392, "longitude": -72.11628047 },
+{"id": 477915536051810304, "latitude": 33.86704179, "longitude": -117.45907674 },
+{"id": 477700221951279104, "latitude": 37.30572696, "longitude": -79.97569383 },
+{"id": 477853463628771330, "latitude": 42.25562863, "longitude": -71.79026453 },
+{"id": 478033061599526912, "latitude": 36.07474708, "longitude": -91.91118264 },
+{"id": 477928443309355009, "latitude": 40.75664227, "longitude": -73.84577442 },
+{"id": 477840034188374017, "latitude": 43.1828623, "longitude": -86.2178809 },
+{"id": 478035831039733760, "latitude": 40.976158, "longitude": -78.5494174 },
+{"id": 477925041238073345, "latitude": 31.343054, "longitude": -110.9306708 },
+{"id": 477879667559395328, "latitude": 33.2068828, "longitude": -97.1441011 },
+{"id": 478031287563726848, "latitude": 32.7805712, "longitude": -96.8013638 },
+{"id": 477953389243138048, "latitude": 43.657183, "longitude": -79.4048378 },
+{"id": 477923509394366464, "latitude": 32.78399561, "longitude": -96.78645948 },
+{"id": 478026951266152448, "latitude": 36.95598761, "longitude": -78.96751297 },
+{"id": 478034571888304129, "latitude": 34.20523713, "longitude": -118.46686103 },
+{"id": 477849977520017409, "latitude": 40.8938323, "longitude": -74.1534622 },
+{"id": 477704957844398080, "latitude": 45.4481055, "longitude": -122.8030394 },
+{"id": 478013302510223361, "latitude": 39.99449054, "longitude": -83.00707676 },
+{"id": 477693051306250240, "latitude": 33.51003026, "longitude": -117.66815791 },
+{"id": 478006104094289921, "latitude": 35.25699106, "longitude": -81.04538179 },
+{"id": 477959740371120128, "latitude": 39.86039966, "longitude": -104.66651148 },
+{"id": 477737777425948672, "latitude": 36.13212297, "longitude": -115.20877856 },
+{"id": 477793105693769730, "latitude": 38.63529486, "longitude": -77.28855702 },
+{"id": 477834692268265472, "latitude": 44.89255, "longitude": -93.560317 },
+{"id": 478041279411281923, "latitude": 35.6151194, "longitude": -95.8587043 },
+{"id": 477931004557271041, "latitude": 38.83187312, "longitude": -77.20031518 },
+{"id": 477851224583049217, "latitude": 32.603274, "longitude": -82.1726845 },
+{"id": 477833345288523779, "latitude": 37.3909263, "longitude": -79.1511182 },
+{"id": 477881790594842624, "latitude": 35.91243722, "longitude": -81.5342698 },
+{"id": 477847264317431808, "latitude": 42.56238644, "longitude": -70.93504692 },
+{"id": 477681137700315136, "latitude": 34.75278481, "longitude": -77.37944689 },
+{"id": 478005539256164353, "latitude": 33.64044148, "longitude": -84.21523372 },
+{"id": 477720222481133568, "latitude": 32.73694721, "longitude": -117.18815526 },
+{"id": 477929756495589377, "latitude": 37.5482697, "longitude": -121.9885719 },
+{"id": 478014124442804224, "latitude": 35.4573321, "longitude": -97.6897606 },
+{"id": 478037377621843968, "latitude": 37.40124077, "longitude": -121.88260612 },
+{"id": 477689490903818240, "latitude": 34.01702946, "longitude": -117.70389905 },
+{"id": 477978053738758144, "latitude": 40.83293194, "longitude": -89.61476044 },
+{"id": 477876360883757056, "latitude": 40.81168398, "longitude": -77.89093791 },
+{"id": 478038216365203457, "latitude": 43.1005535, "longitude": -87.9765008 },
+{"id": 477922498940383232, "latitude": 41.29872066, "longitude": -86.10756881 },
+{"id": 477981779119587328, "latitude": 41.96992555, "longitude": -88.11481077 },
+{"id": 477869030083031040, "latitude": 35.6105322, "longitude": -87.1188455 },
+{"id": 477906243512983552, "latitude": 38.10951926, "longitude": -85.66456668 },
+{"id": 478011577271349248, "latitude": 39.01555629, "longitude": -84.44549088 },
+{"id": 477824714555924480, "latitude": 42.41110249, "longitude": -82.96886977 },
+{"id": 477844535293521920, "latitude": 40.75501062, "longitude": -72.87116395 },
+{"id": 478040453196300288, "latitude": 33.42546641, "longitude": -93.94259811 },
+{"id": 478021027218604032, "latitude": 42.00710863, "longitude": -88.376404 },
+{"id": 477969951924711425, "latitude": 36.84423907, "longitude": -76.02972834 },
+{"id": 478015268997070848, "latitude": 42.91019458, "longitude": -71.93817455 },
+{"id": 477872648941092865, "latitude": 31.83119168, "longitude": -106.4522023 },
+{"id": 477839945948598272, "latitude": 41.523705, "longitude": -88.0621931 },
+{"id": 477738578647474176, "latitude": 45.5239424, "longitude": -122.4934875 },
+{"id": 477804574137282560, "latitude": 35.85695515, "longitude": -86.45832902 },
+{"id": 477912240134172672, "latitude": 34.42363667, "longitude": -118.5700607 },
+{"id": 478023475656146944, "latitude": 42.11965623, "longitude": -83.21522175 },
+{"id": 477833462162796545, "latitude": 42.81293909, "longitude": -83.62068722 },
+{"id": 477994175926128641, "latitude": 39.9766276, "longitude": -82.8323485 },
+{"id": 477833593410957312, "latitude": 35.0029031, "longitude": -109.8994866 },
+{"id": 477909903764623361, "latitude": 46.999543, "longitude": -122.9154661 },
+{"id": 477977383757443073, "latitude": 32.94489976, "longitude": -96.71110036 },
+{"id": 477921634242682880, "latitude": 45.0715679, "longitude": -122.7956733 },
+{"id": 478039054777196545, "latitude": 38.8888726, "longitude": -121.3303283 },
+{"id": 477730927368355841, "latitude": 33.9552782, "longitude": -118.2408319 },
+{"id": 477819605260726273, "latitude": 39.35694782, "longitude": -74.43962706 },
+{"id": 478032564079190016, "latitude": 38.4482793, "longitude": -121.4077054 },
+{"id": 477681306726187009, "latitude": 33.5735512, "longitude": -92.8597276 },
+{"id": 477884541479055360, "latitude": 44.998804, "longitude": -93.3691498 },
+{"id": 478006814244876288, "latitude": 40.9059708, "longitude": -72.6504527 },
+{"id": 477870333102686212, "latitude": 40.85433896, "longitude": -73.96549076 },
+{"id": 477863486761209856, "latitude": 40.80429434, "longitude": -73.51790909 },
+{"id": 477720889057083392, "latitude": 41.88218853, "longitude": -71.35800177 },
+{"id": 478025907870113792, "latitude": 30.31159092, "longitude": -81.40721603 },
+{"id": 477701642171600896, "latitude": 35.42502865, "longitude": -78.06728159 },
+{"id": 477899848537366529, "latitude": 40.27521492, "longitude": -75.31873602 },
+{"id": 477955854990204928, "latitude": 30.59461799, "longitude": -81.4443254 },
+{"id": 477813748410089472, "latitude": 41.07650509, "longitude": -73.47121227 },
+{"id": 477967832891031553, "latitude": 39.88944784, "longitude": -75.05843529 },
+{"id": 477681877440925696, "latitude": 42.28811608, "longitude": -71.08818083 },
+{"id": 477892535227277312, "latitude": 30.10121455, "longitude": -81.71418034 },
+{"id": 477932514959302656, "latitude": 40.61480581, "longitude": -74.12057337 },
+{"id": 477830405140127744, "latitude": 39.16547145, "longitude": -74.68362831 },
+{"id": 478019244714893312, "latitude": 35.4877422, "longitude": -97.52519488 },
+{"id": 477721002646855680, "latitude": 33.0363669, "longitude": -96.58739288 },
+{"id": 477885357070229504, "latitude": 34.02587356, "longitude": -118.51587228 },
+{"id": 477688558275145730, "latitude": 33.03915996, "longitude": -86.06779662 },
+{"id": 478003749085265920, "latitude": 41.5750104, "longitude": -85.41041474 },
+{"id": 477807072944209920, "latitude": 39.7400441, "longitude": -104.9130089 },
+{"id": 477706138020892672, "latitude": 33.94631089, "longitude": -118.4043573 },
+{"id": 478006693155340289, "latitude": 41.05890327, "longitude": -111.91771414 },
+{"id": 477689569958051842, "latitude": 32.2389299, "longitude": -82.4742658 },
+{"id": 477975131432955904, "latitude": 40.272784, "longitude": -76.4388682 },
+{"id": 477685984440483842, "latitude": 43.0258155, "longitude": -63.95460103 },
+{"id": 478008926407888896, "latitude": 38.77914746, "longitude": -90.84552906 },
+{"id": 477905139823439872, "latitude": 33.68180385, "longitude": -83.70442416 },
+{"id": 477974987848945664, "latitude": 42.53526925, "longitude": -89.00805836 },
+{"id": 477926503598915584, "latitude": 34.13708715, "longitude": -118.19883757 },
+{"id": 477912631861600256, "latitude": 33.42076929, "longitude": -111.89644197 },
+{"id": 477931221280759808, "latitude": 37.80407791, "longitude": -97.42378542 },
+{"id": 477995918466494465, "latitude": 34.78536, "longitude": -84.29049214 },
+{"id": 477917785687744513, "latitude": 42.49227535, "longitude": -83.06498246 },
+{"id": 477848521379688448, "latitude": 39.95729031, "longitude": -82.87729983 },
+{"id": 477884092592037888, "latitude": 41.1029498, "longitude": -96.2632202 },
+{"id": 478004543964577792, "latitude": 35.3584555, "longitude": -118.9419798 },
+{"id": 477782571338575872, "latitude": 40.75262931, "longitude": -73.96454583 },
+{"id": 477703025273085952, "latitude": 40.73406911, "longitude": -73.98913616 },
+{"id": 477850385218957313, "latitude": 36.02145973, "longitude": -115.04584417 },
+{"id": 477696804117438464, "latitude": 36.82008078, "longitude": -79.35815811 },
+{"id": 478014221868101632, "latitude": 42.30332615, "longitude": -71.06604786 },
+{"id": 477987540532989954, "latitude": 40.9985147, "longitude": -73.6625676 },
+{"id": 477997038190469120, "latitude": 35.74327395, "longitude": -78.80894506 },
+{"id": 477927598212009984, "latitude": 33.97777343, "longitude": -117.63978576 },
+{"id": 477901135986978816, "latitude": 30.2804815, "longitude": -97.5916354 },
+{"id": 477825076641808385, "latitude": 41.6633483, "longitude": -72.7970243 },
+{"id": 477963020488818688, "latitude": 34.0279153, "longitude": -81.0495523 },
+{"id": 477962006050660352, "latitude": 42.2760525, "longitude": -83.7371931 },
+{"id": 477886472654049280, "latitude": 45.45785305, "longitude": -73.88391371 },
+{"id": 477941241405923328, "latitude": 36.3252727, "longitude": -119.2853102 },
+{"id": 477821395896770561, "latitude": 42.06442604, "longitude": -72.51375533 },
+{"id": 478000173617266688, "latitude": 41.90213216, "longitude": -87.68941599 },
+{"id": 478030516365828096, "latitude": 45.01114859, "longitude": -93.17993584 },
+{"id": 477892295128526848, "latitude": 31.9802205, "longitude": -81.1282672 },
+{"id": 477722149050789888, "latitude": 40.5788972, "longitude": -124.1531515 },
+{"id": 478036872804184064, "latitude": 41.53978015, "longitude": -82.74496501 },
+{"id": 477857985562042368, "latitude": 34.05129333, "longitude": -118.44551518 },
+{"id": 477956309493370880, "latitude": 40.44131579, "longitude": -79.75252542 },
+{"id": 477999944020684801, "latitude": 31.565754, "longitude": -93.4679604 },
+{"id": 477855636978671616, "latitude": 40.8290351, "longitude": -73.8708547 },
+{"id": 477875705225547779, "latitude": 43.59498378, "longitude": -79.63495071 },
+{"id": 477826739012648960, "latitude": 45.36749268, "longitude": -63.26566511 },
+{"id": 477852569922842624, "latitude": 38.90377527, "longitude": -95.07549802 },
+{"id": 477900745233424385, "latitude": 38.9375421, "longitude": -76.8653582 },
+{"id": 477960113756848128, "latitude": 41.7241626, "longitude": -86.2862621 },
+{"id": 478035142091743232, "latitude": 39.66848403, "longitude": -74.97448465 },
+{"id": 477937643569704960, "latitude": 42.7612236, "longitude": -84.6011455 },
+{"id": 477981869167112192, "latitude": 39.41689477, "longitude": -112.04119633 },
+{"id": 477932452292624384, "latitude": 40.8016407, "longitude": -73.96458146 },
+{"id": 477828413516820480, "latitude": 32.446395, "longitude": -81.79521189 },
+{"id": 478005197550010368, "latitude": 42.66080952, "longitude": -83.01093682 },
+{"id": 477862458233593857, "latitude": 33.62701309, "longitude": -116.19609073 },
+{"id": 478025850244190209, "latitude": 38.0249385, "longitude": -121.2692275 },
+{"id": 478015907525320704, "latitude": 36.00296147, "longitude": -84.05465191 },
+{"id": 477868388467740672, "latitude": 39.27877864, "longitude": -76.5540912 },
+{"id": 478008669427093504, "latitude": 40.92022351, "longitude": -81.11319998 },
+{"id": 477836954583580673, "latitude": 40.02967814, "longitude": -105.28528816 },
+{"id": 477892977935659010, "latitude": 30.13274593, "longitude": -85.21059028 },
+{"id": 477819758856138752, "latitude": 35.8654932, "longitude": -80.83020725 },
+{"id": 477970567337742336, "latitude": 42.1209816, "longitude": -86.4448199 },
+{"id": 478011502298157056, "latitude": 41.35714627, "longitude": -71.82063027 },
+{"id": 477967178713415681, "latitude": 38.9184209, "longitude": -75.4320446 },
+{"id": 477939969709715456, "latitude": 40.28459332, "longitude": -73.98832278 },
+{"id": 478013412983595009, "latitude": 33.6649998, "longitude": -117.98332926 },
+{"id": 477692062188699648, "latitude": 40.77465125, "longitude": -81.44462724 },
+{"id": 477841690909491200, "latitude": 40.66033578, "longitude": -74.21891073 },
+{"id": 477931242001031169, "latitude": 40.94763417, "longitude": -74.01744001 },
+{"id": 477689097222250496, "latitude": 38.42465473, "longitude": -78.86788293 },
+{"id": 477948871570886657, "latitude": 43.2239656, "longitude": -70.64082961 },
+{"id": 477986275245719552, "latitude": 39.62006841, "longitude": -74.62283981 },
+{"id": 478023135451951104, "latitude": 30.07024112, "longitude": -82.18488372 },
+{"id": 477921674612858880, "latitude": 32.7876578, "longitude": -97.2927821 },
+{"id": 477984868434202624, "latitude": 30.3703089, "longitude": -87.17656047 },
+{"id": 477992914044583939, "latitude": 41.43183868, "longitude": -81.88434938 },
+{"id": 478004192091848704, "latitude": 40.72297742, "longitude": -73.62874718 },
+{"id": 477860801240260609, "latitude": 40.60311741, "longitude": -74.1164178 },
+{"id": 477908448575635457, "latitude": 38.90723, "longitude": -77.03646 },
+{"id": 477750610884710400, "latitude": 36.21981122, "longitude": -115.27830704 },
+{"id": 477849506508070912, "latitude": 47.67013065, "longitude": -117.21192836 },
+{"id": 477810694029844480, "latitude": 39.18793704, "longitude": -77.2360181 },
+{"id": 477804335342968832, "latitude": 40.75797231, "longitude": -84.14871152 },
+{"id": 477762134231625728, "latitude": 38.56389577, "longitude": -90.23932911 },
+{"id": 477861457233580033, "latitude": 41.7607942, "longitude": -72.5786939 },
+{"id": 477863164609314816, "latitude": 39.98330946, "longitude": -74.90191153 },
+{"id": 477892492201693184, "latitude": 38.8991, "longitude": -77.029 },
+{"id": 477885272273977344, "latitude": 33.44147661, "longitude": -112.32643786 },
+{"id": 478029728470007808, "latitude": 45.42561567, "longitude": -122.63202214 },
+{"id": 477819673858174980, "latitude": 30.51889661, "longitude": -97.86986855 },
+{"id": 477911583423602688, "latitude": 45.57933146, "longitude": -122.11746066 },
+{"id": 478015512384110592, "latitude": 41.2123398, "longitude": -95.9605852 },
+{"id": 477697263058157569, "latitude": 35.27988499, "longitude": -106.6787443 },
+{"id": 477885770657566721, "latitude": 37.43760221, "longitude": -122.16855565 },
+{"id": 478032820376330240, "latitude": 41.58117395, "longitude": -87.43612762 },
+{"id": 477880676998733824, "latitude": 40.87303975, "longitude": -74.09579514 },
+{"id": 477693276544180225, "latitude": 30.90952018, "longitude": -95.28666623 },
+{"id": 478030723258286081, "latitude": 40.76852168, "longitude": -73.48983425 },
+{"id": 477804919169118209, "latitude": 33.8783047, "longitude": -84.3049567 },
+{"id": 477863507812032512, "latitude": 41.41113422, "longitude": -81.71346126 },
+{"id": 477941768063700992, "latitude": 47.62774309, "longitude": -122.15105284 },
+{"id": 478033930763792384, "latitude": 34.12235321, "longitude": -118.15340892 },
+{"id": 477973543112568832, "latitude": 39.42576236, "longitude": -76.93263529 },
+{"id": 477932768891244544, "latitude": 36.15721616, "longitude": -86.77653507 },
+{"id": 477960791329501184, "latitude": 32.70511077, "longitude": -80.87004475 },
+{"id": 477821007948812289, "latitude": 35.38283769, "longitude": -80.31561322 },
+{"id": 478020227348037632, "latitude": 35.4705269, "longitude": -78.60037993 },
+{"id": 477707911418744833, "latitude": 32.9195773, "longitude": -96.6785502 },
+{"id": 477941510550216704, "latitude": 40.33157069, "longitude": -74.59944787 },
+{"id": 477825651987062784, "latitude": 43.59777, "longitude": -79.62502 },
+{"id": 477796926084382720, "latitude": 30.36764925, "longitude": -81.49484334 },
+{"id": 477863819684106241, "latitude": 43.1242853, "longitude": -75.2157009 },
+{"id": 477975783395581952, "latitude": 43.47977147, "longitude": -80.52413855 },
+{"id": 477934425078894592, "latitude": 32.8546197, "longitude": -79.9748103 },
+{"id": 478038123885391872, "latitude": 34.9873433, "longitude": -79.09165991 },
+{"id": 477731655101075457, "latitude": 37.50232746, "longitude": -122.48263792 },
+{"id": 477998751806533632, "latitude": 37.1835168, "longitude": -93.303003 },
+{"id": 477862315287912449, "latitude": 41.1821897, "longitude": -73.1355297 },
+{"id": 478030812701806592, "latitude": 32.077289, "longitude": -96.4898988 },
+{"id": 477708916223000576, "latitude": 37.82562238, "longitude": -120.94786414 },
+{"id": 477990233620086784, "latitude": 38.57201579, "longitude": -77.33096931 },
+{"id": 478015341961166848, "latitude": 41.11509823, "longitude": -81.57664167 },
+{"id": 477903259316027392, "latitude": 40.42165692, "longitude": -86.74859656 },
+{"id": 477990401891377152, "latitude": 40.91099694, "longitude": -73.10071349 },
+{"id": 477788380873633792, "latitude": 40.82240336, "longitude": -73.95443214 },
+{"id": 478013152572211200, "latitude": 40.6813, "longitude": -73.9772 },
+{"id": 478005085646364673, "latitude": 30.21870724, "longitude": -81.5149449 },
+{"id": 477989136813817857, "latitude": 32.39123373, "longitude": -99.77180217 },
+{"id": 477889579865743360, "latitude": 33.81061287, "longitude": -118.07017612 },
+{"id": 477968103448801280, "latitude": 42.33012517, "longitude": -71.03232922 },
+{"id": 478011808897593344, "latitude": 37.2640163, "longitude": -121.8688395 },
+{"id": 477758509040144385, "latitude": 38.72438176, "longitude": -77.0773421 },
+{"id": 477713114411335680, "latitude": 40.2420244, "longitude": -74.77220717 },
+{"id": 478016024915099649, "latitude": 37.81640718, "longitude": -122.44062774 },
+{"id": 477933552948891648, "latitude": 30.47023882, "longitude": -97.80704132 },
+{"id": 477901679845588993, "latitude": 43.02468285, "longitude": -81.27731053 },
+{"id": 477991212830318593, "latitude": 32.9091537, "longitude": -117.1731764 },
+{"id": 478005940546183168, "latitude": 42.12469128, "longitude": -83.54129517 },
+{"id": 477767496796090368, "latitude": 41.95549963, "longitude": -87.70617485 },
+{"id": 477968094292238336, "latitude": 35.22967308, "longitude": -78.80528796 },
+{"id": 477957278054637568, "latitude": 40.64573715, "longitude": -89.57805924 },
+{"id": 477972195344265218, "latitude": 34.04119593, "longitude": -118.44737881 },
+{"id": 477714057063968769, "latitude": 33.930932, "longitude": -118.0913633 },
+{"id": 477737891519815680, "latitude": 38.47514735, "longitude": -121.34138185 },
+{"id": 477882778688978944, "latitude": 35.31220342, "longitude": -80.72476877 },
+{"id": 477845223918559232, "latitude": 41.4588129, "longitude": -71.44074403 },
+{"id": 477996774209359872, "latitude": 33.2612596, "longitude": -93.306991 },
+{"id": 477737627559272449, "latitude": 33.81986675, "longitude": -116.47563254 },
+{"id": 477738480446238721, "latitude": 41.9436127, "longitude": -87.83394444 },
+{"id": 477889879473262592, "latitude": 45.5382178, "longitude": -122.86769019 },
+{"id": 477904181789859840, "latitude": 41.010881, "longitude": -92.8801369 },
+{"id": 477696617244422144, "latitude": 30.217992, "longitude": -92.0194673 },
+{"id": 478008342619914241, "latitude": 37.83817496, "longitude": -79.37187071 },
+{"id": 477717547949641728, "latitude": 34.0433939, "longitude": -117.72152543 },
+{"id": 477879088984502273, "latitude": 31.11159351, "longitude": -97.88321212 },
+{"id": 478017561192574976, "latitude": 40.2521209, "longitude": -75.6058146 },
+{"id": 477950322816466944, "latitude": 41.69450051, "longitude": -87.70955401 },
+{"id": 477982616617250816, "latitude": 43.175325, "longitude": -79.2541103 },
+{"id": 477944187170455552, "latitude": 35.1338855, "longitude": -117.941223 },
+{"id": 477886190566141952, "latitude": 42.0123734, "longitude": -88.07639936 },
+{"id": 477928693785198592, "latitude": 37.6141639, "longitude": -97.3670183 },
+{"id": 477853453075902465, "latitude": 38.90873821, "longitude": -76.99758732 },
+{"id": 477962970899546112, "latitude": 45.28657677, "longitude": -75.66564241 },
+{"id": 477814423705645056, "latitude": 45.3998637, "longitude": -75.66678805 },
+{"id": 477740444278095872, "latitude": 41.88214094, "longitude": -71.34648912 },
+{"id": 478022723990745088, "latitude": 44.07194139, "longitude": -103.13581644 },
+{"id": 477995647409610757, "latitude": 43.03833982, "longitude": -81.22934064 },
+{"id": 477691017135542274, "latitude": 41.4306693, "longitude": -81.630174 },
+{"id": 477924963878313984, "latitude": 37.0237967, "longitude": -100.9201474 },
+{"id": 477850520213012480, "latitude": 41.4378804, "longitude": -72.22860553 },
+{"id": 478031952168366081, "latitude": 43.03706829, "longitude": -87.96871257 },
+{"id": 477857551615545344, "latitude": 32.7387327, "longitude": -117.0228189 },
+{"id": 477916119332683776, "latitude": 32.51694447, "longitude": -117.11921814 },
+{"id": 477853786761740290, "latitude": 40.72220649, "longitude": -73.9862584 },
+{"id": 477935814576709632, "latitude": 32.14172888, "longitude": -110.93639367 },
+{"id": 477854655574069248, "latitude": 33.7396304, "longitude": -118.2950553 },
+{"id": 477683703771299840, "latitude": 33.48867669, "longitude": -112.00146217 },
+{"id": 478003477835427841, "latitude": 40.70954468, "longitude": -74.07359789 },
+{"id": 477854185648439296, "latitude": 41.38155478, "longitude": -72.89586907 },
+{"id": 477882954698350592, "latitude": 43.636833, "longitude": -116.6081985 },
+{"id": 477951531950424064, "latitude": 34.15367199, "longitude": -80.76188721 },
+{"id": 477790307791409152, "latitude": 38.87639503, "longitude": -99.31503737 },
+{"id": 477944770296164353, "latitude": 34.0173164, "longitude": -117.6820219 },
+{"id": 477977320452419587, "latitude": 41.7005385, "longitude": -87.6606778 },
+{"id": 477979783847227393, "latitude": 33.89193915, "longitude": -96.6522511 },
+{"id": 477923446249500673, "latitude": 41.1753127, "longitude": -81.41732027 },
+{"id": 477887439504412673, "latitude": 38.04439954, "longitude": -78.78617274 },
+{"id": 478025282834952192, "latitude": 33.5942266, "longitude": -84.2738243 },
+{"id": 478011246433017856, "latitude": 42.87697485, "longitude": -78.70296103 },
+{"id": 477868623671721985, "latitude": 42.77767135, "longitude": -71.42280545 },
+{"id": 477810941762228224, "latitude": 40.65748915, "longitude": -80.57481911 },
+{"id": 477747449801363457, "latitude": 39.913157, "longitude": -104.9288839 },
+{"id": 477986092466319360, "latitude": 43.93554472, "longitude": -78.87971814 },
+{"id": 477860058873602048, "latitude": 35.66694346, "longitude": -80.56478172 },
+{"id": 477942380424097794, "latitude": 40.83317205, "longitude": -73.85393995 },
+{"id": 478026614555824128, "latitude": 40.1309557, "longitude": -74.9037905 },
+{"id": 477964393276506112, "latitude": 32.7608, "longitude": -117.121 },
+{"id": 477696199349125120, "latitude": 42.47716315, "longitude": -92.34704179 },
+{"id": 477771163406319616, "latitude": 35.16295649, "longitude": -78.9732162 },
+{"id": 477840693138698242, "latitude": 41.03906524, "longitude": -80.66457544 },
+{"id": 478019806164422656, "latitude": 32.96934105, "longitude": -96.74958262 },
+{"id": 477849680492384256, "latitude": 43.52657332, "longitude": -79.64547903 },
+{"id": 477716495447756800, "latitude": 34.6813581, "longitude": -118.1055898 },
+{"id": 477687590980964352, "latitude": 35.35639627, "longitude": -79.00794888 },
+{"id": 477819300443463680, "latitude": 39.9684619, "longitude": -83.00041402 },
+{"id": 477702458953584640, "latitude": 32.2013375, "longitude": -110.827568 },
+{"id": 477816653929910275, "latitude": 34.19162767, "longitude": -118.44020981 },
+{"id": 478010715010510848, "latitude": 34.74220988, "longitude": -86.7669327 },
+{"id": 477883834776559616, "latitude": 39.3468812, "longitude": -76.5596071 },
+{"id": 478037581695709184, "latitude": 33.65758858, "longitude": -118.00276822 },
+{"id": 478041281038274560, "latitude": 48.45309628, "longitude": -123.36459617 },
+{"id": 477736172538441729, "latitude": 42.8651071, "longitude": -85.6528495 },
+{"id": 478016209212805120, "latitude": 30.5759031, "longitude": -91.20427019 },
+{"id": 477853444930142209, "latitude": 37.76998675, "longitude": -97.4647456 },
+{"id": 478024996791795712, "latitude": 42.76627488, "longitude": -78.60814929 },
+{"id": 478038169221615616, "latitude": 41.77156029, "longitude": -87.62571596 },
+{"id": 477685727468077057, "latitude": 45.40471588, "longitude": -122.49310428 },
+{"id": 477916455078752256, "latitude": 41.31517201, "longitude": -74.12678395 },
+{"id": 477679511803162626, "latitude": 38.57482443, "longitude": -76.08221595 },
+{"id": 477866470173851650, "latitude": 41.54514269, "longitude": -72.04034147 },
+{"id": 477887299942756352, "latitude": 34.11466223, "longitude": -81.19090891 },
+{"id": 477912464169127937, "latitude": 41.75951836, "longitude": -87.57176657 },
+{"id": 477990295108194304, "latitude": 37.69884034, "longitude": -121.93238089 },
+{"id": 478016400326684672, "latitude": 40.69624563, "longitude": -73.30107922 },
+{"id": 477924283625115648, "latitude": 47.00681646, "longitude": -124.17239897 },
+{"id": 477936624827768833, "latitude": 42.03617491, "longitude": -87.67042538 },
+{"id": 477871360312487936, "latitude": 34.1027228, "longitude": -118.1995752 },
+{"id": 477691158873636864, "latitude": 36.1510926, "longitude": -115.2004735 },
+{"id": 477893139605508096, "latitude": 41.50286778, "longitude": -74.02146667 },
+{"id": 477917510285529088, "latitude": 44.79724076, "longitude": -122.78914221 },
+{"id": 477923185749278720, "latitude": 42.48401275, "longitude": -76.49159806 },
+{"id": 478039857370238976, "latitude": 35.87047468, "longitude": -80.08365866 },
+{"id": 477682971533520898, "latitude": 38.08044418, "longitude": -89.3167345 },
+{"id": 477870233882202113, "latitude": 43.041164, "longitude": -83.5834399 },
+{"id": 477925631892549632, "latitude": 42.76294535, "longitude": -71.22246003 },
+{"id": 477858304018751489, "latitude": 33.9615135, "longitude": -118.2883809 },
+{"id": 477916047711154176, "latitude": 36.20008818, "longitude": -115.17241909 },
+{"id": 477909862450343936, "latitude": 32.44381525, "longitude": -93.71638399 },
+{"id": 478030819336802304, "latitude": 30.39736192, "longitude": -91.17470813 },
+{"id": 477881840905121793, "latitude": 33.03875631, "longitude": -97.39374513 },
+{"id": 477754937590300672, "latitude": 34.05206397, "longitude": -118.2616448 },
+{"id": 477966891915677696, "latitude": 35.5667838, "longitude": -82.54394575 },
+{"id": 478013844078333955, "latitude": 41.9831109, "longitude": -91.59026341 },
+{"id": 477993642477760512, "latitude": 40.59777, "longitude": -74.69226215 },
+{"id": 477687347060817924, "latitude": 33.8977067, "longitude": -98.5042951 },
+{"id": 477823914920259584, "latitude": 41.26016555, "longitude": -72.79953241 },
+{"id": 477995019698454528, "latitude": 42.737329, "longitude": -92.4881123 },
+{"id": 477800972102541314, "latitude": 40.6233333, "longitude": -74.6011111 },
+{"id": 477962680221704192, "latitude": 34.23598105, "longitude": -77.85883579 },
+{"id": 477767820676452353, "latitude": 38.17036629, "longitude": -85.63743532 },
+{"id": 478008619729190914, "latitude": 41.50861365, "longitude": -72.98477451 },
+{"id": 477716576754360320, "latitude": 37.2415966, "longitude": -121.8484689 },
+{"id": 477840701577650176, "latitude": 39.4521242, "longitude": -75.0488449 },
+{"id": 478005517974253568, "latitude": 33.4171003, "longitude": -111.6210955 },
+{"id": 478009964649119745, "latitude": 33.91826951, "longitude": -117.88256493 },
+{"id": 477965746770042880, "latitude": 39.09991245, "longitude": -94.60176018 },
+{"id": 477857351861403648, "latitude": 44.94000487, "longitude": -92.93281722 },
+{"id": 477952241912254464, "latitude": 32.42628203, "longitude": -86.20760908 },
+{"id": 478024331701026816, "latitude": 39.08744548, "longitude": -76.86650128 },
+{"id": 477770132857835520, "latitude": 41.75770794, "longitude": -71.42729137 },
+{"id": 477924786283106304, "latitude": 46.86711921, "longitude": -96.84652896 },
+{"id": 477843614903447552, "latitude": 42.80845281, "longitude": -78.76962461 },
+{"id": 477708258740674560, "latitude": 41.89273784, "longitude": -87.72024488 },
+{"id": 477914770344267777, "latitude": 39.15904173, "longitude": -77.20414722 },
+{"id": 477964851130548224, "latitude": 31.71240828, "longitude": -106.4482849 },
+{"id": 477937141024952320, "latitude": 42.45694495, "longitude": -89.22906465 },
+{"id": 478015216501145601, "latitude": 33.57948145, "longitude": -85.10373398 },
+{"id": 477985687099408384, "latitude": 39.79673501, "longitude": -86.00981519 },
+{"id": 477860109234606080, "latitude": 35.52395005, "longitude": -97.56630309 },
+{"id": 477747057327738881, "latitude": 33.84282846, "longitude": -117.94108201 },
+{"id": 478023553292705792, "latitude": 34.04695248, "longitude": -90.02603705 },
+{"id": 477955056038207489, "latitude": 33.87835954, "longitude": -117.83692958 },
+{"id": 478041277632905216, "latitude": 34.28390473, "longitude": -118.51120491 },
+{"id": 477910848749305856, "latitude": 41.34215356, "longitude": -72.10550796 },
+{"id": 477995958198755328, "latitude": 38.79301084, "longitude": -121.23871074 },
+{"id": 477706808501338114, "latitude": 30.47900985, "longitude": -92.90025115 },
+{"id": 478030357892456448, "latitude": 37.69917668, "longitude": -97.47653894 },
+{"id": 478023027176009728, "latitude": 40.74186868, "longitude": -74.04647727 },
+{"id": 477963219399479296, "latitude": 39.26622863, "longitude": -77.1584765 },
+{"id": 477998036061147136, "latitude": 32.88563459, "longitude": -97.33560839 },
+{"id": 477912981884657664, "latitude": 33.74022641, "longitude": -84.70629068 },
+{"id": 478027407992324097, "latitude": 41.108509, "longitude": -83.347116 },
+{"id": 478041162864136192, "latitude": 32.65148959, "longitude": -115.4999187 },
+{"id": 477957656829632512, "latitude": 45.5086699, "longitude": -73.5539925 },
+{"id": 477856046514720768, "latitude": 45.5098431, "longitude": -122.68378924 },
+{"id": 478004514914844673, "latitude": 39.0902299, "longitude": -77.103741 },
+{"id": 477860001621352448, "latitude": 40.15338078, "longitude": -74.60297452 },
+{"id": 477711793427447810, "latitude": 32.4194548, "longitude": -96.8513628 },
+{"id": 477952550662991872, "latitude": 32.43543331, "longitude": -94.79776416 },
+{"id": 477959975524773889, "latitude": 47.10445093, "longitude": -122.29391904 },
+{"id": 477700164438982656, "latitude": 40.72243155, "longitude": -73.98623118 },
+{"id": 477743620389634048, "latitude": 37.274956, "longitude": -79.9637634 },
+{"id": 477679442089607169, "latitude": 40.50911374, "longitude": -111.84612086 },
+{"id": 478021184765063168, "latitude": 38.8303016, "longitude": -97.61020658 },
+{"id": 477858561721376769, "latitude": 39.7424454, "longitude": -104.99491802 },
+{"id": 477911797539028993, "latitude": 40.13503728, "longitude": -74.9131684 },
+{"id": 477889891510939648, "latitude": 43.00628767, "longitude": -83.73350996 },
+{"id": 477720496893870080, "latitude": 33.65960136, "longitude": -84.43571303 },
+{"id": 477917667769061376, "latitude": 34.45822821, "longitude": -118.50055438 },
+{"id": 478024704318787584, "latitude": 33.7664847, "longitude": -84.7595124 },
+{"id": 477732570759589888, "latitude": 34.43249778, "longitude": -118.42297553 },
+{"id": 478010941204746240, "latitude": 32.77298747, "longitude": -96.98846972 },
+{"id": 477868392469106688, "latitude": 41.95114492, "longitude": -87.88181458 },
+{"id": 477966865994506240, "latitude": 41.5512921, "longitude": -88.2806752 },
+{"id": 477976831485038592, "latitude": 33.62748856, "longitude": -78.9526619 },
+{"id": 477684294773522432, "latitude": 36.6986593, "longitude": -121.6025838 },
+{"id": 478008781897732097, "latitude": 32.843048, "longitude": -96.8272482 },
+{"id": 477954250115260416, "latitude": 40.70244742, "longitude": -75.27373431 },
+{"id": 478033040091152384, "latitude": 39.75692511, "longitude": -81.53793859 },
+{"id": 477728979927842817, "latitude": 45.52719744, "longitude": -122.94230431 },
+{"id": 477819040644096001, "latitude": 39.29668573, "longitude": -76.58678646 },
+{"id": 477844382117134336, "latitude": 33.44276078, "longitude": -84.57155756 },
+{"id": 477924519592464384, "latitude": 37.7726402, "longitude": -122.4099154 },
+{"id": 477940923746484225, "latitude": 40.8214923, "longitude": -81.3899254 },
+{"id": 477698358543257601, "latitude": 32.41622572, "longitude": -94.84791267 },
+{"id": 477876950808002561, "latitude": 34.1194691, "longitude": -117.35745563 },
+{"id": 477909274358976512, "latitude": 42.8017377, "longitude": -78.75619718 },
+{"id": 477963468776439809, "latitude": 42.96423859, "longitude": -85.90598739 },
+{"id": 477960784002048001, "latitude": 30.0947594, "longitude": -91.00207245 },
+{"id": 477873129964838912, "latitude": 47.04139972, "longitude": -122.75340633 },
+{"id": 477991720098209792, "latitude": 42.3502948, "longitude": -83.0432386 },
+{"id": 478036007682445312, "latitude": 30.06969858, "longitude": -95.41653706 },
+{"id": 477856328455430145, "latitude": 42.3636786, "longitude": -71.0825397 },
+{"id": 478032275263610880, "latitude": 47.40179034, "longitude": -120.30655878 },
+{"id": 477933223486300160, "latitude": 32.5167246, "longitude": -91.99739536 },
+{"id": 477946181080059904, "latitude": 43.0710258, "longitude": -87.9487872 },
+{"id": 477926910694281216, "latitude": 40.82611802, "longitude": -73.90181919 },
+{"id": 477990376356462592, "latitude": 39.6334668, "longitude": -77.7348643 },
+{"id": 477973887506849792, "latitude": 41.1217245, "longitude": -84.90149592 },
+{"id": 477948867657605120, "latitude": 34.49973776, "longitude": -79.30923652 },
+{"id": 477834556171505664, "latitude": 36.0020179, "longitude": -95.67961404 },
+{"id": 477865199177699329, "latitude": 35.22621056, "longitude": -81.11057606 },
+{"id": 477983507780608000, "latitude": 42.606919, "longitude": -113.1684622 },
+{"id": 477975492713144321, "latitude": 42.19833512, "longitude": -71.06179655 },
+{"id": 477888701801197568, "latitude": 33.4424075, "longitude": -117.61417128 },
+{"id": 477720011398590464, "latitude": 39.7814417, "longitude": -105.0225835 },
+{"id": 477891592972288000, "latitude": 40.02603788, "longitude": -75.05705919 },
+{"id": 477697557435801600, "latitude": 40.15909351, "longitude": -74.05171512 },
+{"id": 477975657683877888, "latitude": 47.22563807, "longitude": -122.35665939 },
+{"id": 478002488873078785, "latitude": 40.11960513, "longitude": -80.70100693 },
+{"id": 477983023804469248, "latitude": 40.64577187, "longitude": -73.71330374 },
+{"id": 477714883832594432, "latitude": 32.80656637, "longitude": -96.65052571 },
+{"id": 477871405040541697, "latitude": 42.99716276, "longitude": -88.05263353 },
+{"id": 477926044104933376, "latitude": 41.82953787, "longitude": -71.40081526 },
+{"id": 477871086722621440, "latitude": 42.31362257, "longitude": -71.20639926 },
+{"id": 477961246054944768, "latitude": 40.73896145, "longitude": -73.05441199 },
+{"id": 477983102372167680, "latitude": 40.67926549, "longitude": -73.92797102 },
+{"id": 478002474323038209, "latitude": 40.4374619, "longitude": -74.5494219 },
+{"id": 477994938345340929, "latitude": 33.60248588, "longitude": -112.34146812 },
+{"id": 477801517228240896, "latitude": 35.24043842, "longitude": -81.03893988 },
+{"id": 477973721362489344, "latitude": 44.96280289, "longitude": -93.23324585 },
+{"id": 477990537069613056, "latitude": 43.24215108, "longitude": -79.81596828 },
+{"id": 478002927010062336, "latitude": 35.61324251, "longitude": -82.31902975 },
+{"id": 478012769501859841, "latitude": 35.89629587, "longitude": -86.88264498 },
+{"id": 478025408907317248, "latitude": 37.9653027, "longitude": -87.5516888 },
+{"id": 477807251693264896, "latitude": 40.63413534, "longitude": -73.90717847 },
+{"id": 477859458891018240, "latitude": 40.5253497, "longitude": -91.4328378 },
+{"id": 478006701913018368, "latitude": 40.14677329, "longitude": -74.93967039 },
+{"id": 477840434669318144, "latitude": 33.55755365, "longitude": -81.71889561 },
+{"id": 477854415232040960, "latitude": 33.18732265, "longitude": -97.1065687 },
+{"id": 477954491971428352, "latitude": 41.6914339, "longitude": -87.53504017 },
+{"id": 477806120350666752, "latitude": 42.44354127, "longitude": -83.31779831 },
+{"id": 477783357825110016, "latitude": 40.2080235, "longitude": -111.6255726 },
+{"id": 478008050272731138, "latitude": 34.8192, "longitude": -82.388 },
+{"id": 477938688924450816, "latitude": 42.4165811, "longitude": -83.3101361 },
+{"id": 478034095050858496, "latitude": 41.75987336, "longitude": -111.84427139 },
+{"id": 477723591794884608, "latitude": 34.0653631, "longitude": -117.2532082 },
+{"id": 477811111149178880, "latitude": 30.32773106, "longitude": -81.48687364 },
+{"id": 477895351873966080, "latitude": 41.24210627, "longitude": -95.8219624 },
+{"id": 477996740415881217, "latitude": 41.80071839, "longitude": -72.55130558 },
+{"id": 477940500021133312, "latitude": 44.17862722, "longitude": -77.41224383 },
+{"id": 477724116602986499, "latitude": 41.0927125, "longitude": -85.4343322 },
+{"id": 477887499453595648, "latitude": 38.91615253, "longitude": -75.89677619 },
+{"id": 477968687430107136, "latitude": 41.84982196, "longitude": -71.40216124 },
+{"id": 477925793470099457, "latitude": 33.58646392, "longitude": -84.39121322 },
+{"id": 477898035230691328, "latitude": 40.6049826, "longitude": -79.1846658 },
+{"id": 477835240111890432, "latitude": 40.7011283, "longitude": -90.0089104 },
+{"id": 477815141296119809, "latitude": 38.63838031, "longitude": -121.2712777 },
+{"id": 478005500210974722, "latitude": 34.03253355, "longitude": -118.4896273 },
+{"id": 477958633594957824, "latitude": 41.39304201, "longitude": -72.9136892 },
+{"id": 477838145921515521, "latitude": 40.76320209, "longitude": -74.17583584 },
+{"id": 478004679692279810, "latitude": 33.6401662, "longitude": -84.3372063 },
+{"id": 477819837368893440, "latitude": 33.4583179, "longitude": -82.0681424 },
+{"id": 477844257227567106, "latitude": 35.03626327, "longitude": -118.97661477 },
+{"id": 477882675303174144, "latitude": 39.77915782, "longitude": -104.9859512 },
+{"id": 477906480222720000, "latitude": 37.01337632, "longitude": -76.37305118 },
+{"id": 477829276793053184, "latitude": 42.01377447, "longitude": -87.66851933 },
+{"id": 477925715225362432, "latitude": 39.65587234, "longitude": -79.77051998 },
+{"id": 477784793560535041, "latitude": 42.58400455, "longitude": -71.98178703 },
+{"id": 477702252757389312, "latitude": 33.48361571, "longitude": -112.07901583 },
+{"id": 478008266971025408, "latitude": 33.88478306, "longitude": -117.51252243 },
+{"id": 477843028682764288, "latitude": 32.8295, "longitude": -79.8238 },
+{"id": 477719445989629952, "latitude": 39.13642633, "longitude": -121.62002665 },
+{"id": 478028170835554304, "latitude": 34.23172432, "longitude": -118.40395544 },
+{"id": 477953530020392961, "latitude": 42.14138336, "longitude": -72.56764529 },
+{"id": 478007826972172288, "latitude": 39.09499641, "longitude": -77.07362917 },
+{"id": 477977897870053376, "latitude": 39.41825322, "longitude": -84.47142944 },
+{"id": 477954762592120832, "latitude": 32.9090117, "longitude": -96.8523687 },
+{"id": 477927083444674560, "latitude": 30.32986394, "longitude": -91.769592 },
+{"id": 478036451980886016, "latitude": 32.68202073, "longitude": -97.39411541 },
+{"id": 477973586712330240, "latitude": 41.92864493, "longitude": -71.92469909 },
+{"id": 478041131222327296, "latitude": 34.12048335, "longitude": -117.98989152 },
+{"id": 477967274209337345, "latitude": 32.6880722, "longitude": -96.7976064 },
+{"id": 477703727394979842, "latitude": 34.14178794, "longitude": -118.67441005 },
+{"id": 477906800998502400, "latitude": 34.03123283, "longitude": -117.79037458 },
+{"id": 477970674544562176, "latitude": 34.26844206, "longitude": -119.27291036 },
+{"id": 477873142254166016, "latitude": 30.10688223, "longitude": -90.94209893 },
+{"id": 478011481858912256, "latitude": 30.10497337, "longitude": -97.30787269 },
+{"id": 477917886875316224, "latitude": 30.50160009, "longitude": -97.73208464 },
+{"id": 477926403858395136, "latitude": 32.74026482, "longitude": -117.21180668 },
+{"id": 477822634558636032, "latitude": 30.18794223, "longitude": -85.69237506 },
+{"id": 477957132927524864, "latitude": 45.53165125, "longitude": -122.69481906 },
+{"id": 477694208933765121, "latitude": 40.41708476, "longitude": -80.1853684 },
+{"id": 477696484549226496, "latitude": 34.03418203, "longitude": -117.49746506 },
+{"id": 477980577417920512, "latitude": 39.7197945, "longitude": -104.9521158 },
+{"id": 477888410330222592, "latitude": 40.4376735, "longitude": -79.2165495 },
+{"id": 477697126273540097, "latitude": 33.938555, "longitude": -117.2319921 },
+{"id": 477689447668920320, "latitude": 38.727564, "longitude": -75.1298873 },
+{"id": 477905828755034112, "latitude": 40.7397292, "longitude": -81.3666992 },
+{"id": 477941128931852288, "latitude": 33.7361958, "longitude": -84.3887742 },
+{"id": 477753835423662080, "latitude": 40.38952284, "longitude": -90.16216108 },
+{"id": 477967126079475713, "latitude": 40.83688459, "longitude": -74.11455852 },
+{"id": 477716779125329920, "latitude": 40.7495269, "longitude": -73.9712674 },
+{"id": 477791726942175232, "latitude": 32.7074448, "longitude": -96.7870214 },
+{"id": 477711858862813184, "latitude": 46.5978252, "longitude": -120.576959 },
+{"id": 477892270515965953, "latitude": 34.0268538, "longitude": -117.3384829 },
+{"id": 477783612226420736, "latitude": 39.44644772, "longitude": -91.04822899 },
+{"id": 477831426318942209, "latitude": 35.28009677, "longitude": -107.98213935 },
+{"id": 478041225162141696, "latitude": 34.47871388, "longitude": -86.89536778 },
+{"id": 477988571304169473, "latitude": 40.75040383, "longitude": -74.40576215 },
+{"id": 477855872459104256, "latitude": 38.92446732, "longitude": -77.05472959 },
+{"id": 477984863732367361, "latitude": 30.5197895, "longitude": -96.7094647 },
+{"id": 477689131200294913, "latitude": 33.62165248, "longitude": -112.11514998 },
+{"id": 477912062031446016, "latitude": 36.08939892, "longitude": -115.17462273 },
+{"id": 477901235841142785, "latitude": 33.10726278, "longitude": -83.24583053 },
+{"id": 477844275795742720, "latitude": 30.5150136, "longitude": -81.6355519 },
+{"id": 477887332159213568, "latitude": 42.1335245, "longitude": -72.7850529 },
+{"id": 477855918592237568, "latitude": 45.5019451, "longitude": -122.4853043 },
+{"id": 477851789362864129, "latitude": 32.82051881, "longitude": -96.86759971 },
+{"id": 477994057319587840, "latitude": 43.0753188, "longitude": -89.51751349 },
+{"id": 478005623448428544, "latitude": 34.75272293, "longitude": -92.23983077 },
+{"id": 477872114859798531, "latitude": 40.65796667, "longitude": -74.27705191 },
+{"id": 477924070890037248, "latitude": 33.85588318, "longitude": -118.00228986 },
+{"id": 477935310454947840, "latitude": 33.59552389, "longitude": -84.09271642 },
+{"id": 477861992695611392, "latitude": 43.73021231, "longitude": -79.40181142 },
+{"id": 478025276304007168, "latitude": 34.11130425, "longitude": -117.64576051 },
+{"id": 477810914922471424, "latitude": 41.82315735, "longitude": -72.52744732 },
+{"id": 477843859485900800, "latitude": 41.45753493, "longitude": -83.36714118 },
+{"id": 478021090082820096, "latitude": 35.99637568, "longitude": -79.99050989 },
+{"id": 477980374044540930, "latitude": 38.944052, "longitude": -78.465815 },
+{"id": 477682314131288064, "latitude": 40.80077946, "longitude": -73.41087178 },
+{"id": 477833283036672000, "latitude": 39.1136334, "longitude": -94.6369857 },
+{"id": 477949820611461122, "latitude": 33.88167628, "longitude": -117.8960245 },
+{"id": 478011817072263168, "latitude": 39.28281407, "longitude": -76.59813163 },
+{"id": 477851194849636352, "latitude": 35.39877529, "longitude": -118.9684969 },
+{"id": 477997898701864960, "latitude": 36.0129276, "longitude": -86.6807238 },
+{"id": 477720493584158721, "latitude": 41.13093839, "longitude": -81.81031667 },
+{"id": 477906146012176384, "latitude": 44.6621051, "longitude": -74.9784274 },
+{"id": 477920544290271233, "latitude": 40.8623029, "longitude": -73.0332399 },
+{"id": 478004379803725824, "latitude": 33.37761959, "longitude": -84.71721249 },
+{"id": 477793226112634880, "latitude": 36.6564542, "longitude": -88.3010575 },
+{"id": 478013038117666817, "latitude": 33.62878737, "longitude": -111.93749333 },
+{"id": 477836074363133952, "latitude": 45.5025344, "longitude": -73.5708159 },
+{"id": 478022542629040128, "latitude": 34.8789039, "longitude": -82.4430189 },
+{"id": 477898419466682368, "latitude": 42.11699562, "longitude": -83.19813159 },
+{"id": 477873989617197056, "latitude": 41.31619857, "longitude": -81.44647921 },
+{"id": 477969499602554880, "latitude": 43.64605975, "longitude": -79.3797935 },
+{"id": 477973853738516480, "latitude": 35.5234805, "longitude": -84.38886032 },
+{"id": 478024849835950080, "latitude": 40.45316773, "longitude": -80.21897715 },
+{"id": 477680233374420992, "latitude": 34.74291954, "longitude": -87.64059694 },
+{"id": 477823275440287745, "latitude": 43.228417, "longitude": -79.85119742 },
+{"id": 478027773068718081, "latitude": 49.25255586, "longitude": -123.07894142 },
+{"id": 477934186381058050, "latitude": 33.8654823, "longitude": -117.2111045 },
+{"id": 477857964414357505, "latitude": 41.88229886, "longitude": -87.90562197 },
+{"id": 477994394813857792, "latitude": 32.74188459, "longitude": -117.09981393 },
+{"id": 477793630397026304, "latitude": 41.4419019, "longitude": -81.7435831 },
+{"id": 477986871302447104, "latitude": 39.95852396, "longitude": -75.27872297 },
+{"id": 478026948023574529, "latitude": 39.83968504, "longitude": -99.9001437 },
+{"id": 477916959712235520, "latitude": 40.0088029, "longitude": -82.7768254 },
+{"id": 478013684841988096, "latitude": 37.37141468, "longitude": -121.92255526 },
+{"id": 477908431010267138, "latitude": 38.89468451, "longitude": -77.45109956 },
+{"id": 478032577807134720, "latitude": 37.70018133, "longitude": -121.44848855 },
+{"id": 477805900095582209, "latitude": 40.11039718, "longitude": -74.06970781 },
+{"id": 478012775974055936, "latitude": 41.61943017, "longitude": -88.14623056 },
+{"id": 477953238474309632, "latitude": 41.99041229, "longitude": -87.69814926 },
+{"id": 477806316656660481, "latitude": 38.30754116, "longitude": -77.51818604 },
+{"id": 477860735578435585, "latitude": 35.55063937, "longitude": -97.58282271 },
+{"id": 477942762483228672, "latitude": 40.8396522, "longitude": -73.93923139 },
+{"id": 477714135522615296, "latitude": 36.73053603, "longitude": -119.80986192 },
+{"id": 478037506349608960, "latitude": 37.7251852, "longitude": -88.9384973 },
+{"id": 477952816695103488, "latitude": 42.76152052, "longitude": -71.08420894 },
+{"id": 477854562578362368, "latitude": 40.68058839, "longitude": -75.24127435 },
+{"id": 477984993197977600, "latitude": 33.75762427, "longitude": -84.3964286 },
+{"id": 477939743108251648, "latitude": 36.63098019, "longitude": -79.38030797 },
+{"id": 477954217907613696, "latitude": 38.93184447, "longitude": -74.92381211 },
+{"id": 477803926255710208, "latitude": 38.5969689, "longitude": -90.2731818 },
+{"id": 477967556586659840, "latitude": 33.92608706, "longitude": -98.51359251 },
+{"id": 477970234021019648, "latitude": 40.68637425, "longitude": -73.90854918 },
+{"id": 477843735225438208, "latitude": 31.84989614, "longitude": -106.45189301 },
+{"id": 477752054488641536, "latitude": 30.30301411, "longitude": -87.42596473 },
+{"id": 478026144474607617, "latitude": 41.8827041, "longitude": -87.7715596 },
+{"id": 477682604641361920, "latitude": 34.9987219, "longitude": -82.42219454 },
+{"id": 477695238212182016, "latitude": 42.2244245, "longitude": -83.61281745 },
+{"id": 477894607175307264, "latitude": 36.33875623, "longitude": -88.86574467 },
+{"id": 477804307698290690, "latitude": 43.6608713, "longitude": -79.3659713 },
+{"id": 477871744934760450, "latitude": 40.8852769, "longitude": -74.67702735 },
+{"id": 477684267950960643, "latitude": 33.43275104, "longitude": -112.3261626 },
+{"id": 477892037283680256, "latitude": 40.97347298, "longitude": -75.2618311 },
+{"id": 478029780928180224, "latitude": 42.9708326, "longitude": -75.0126497 },
+{"id": 477949881198608384, "latitude": 43.18174345, "longitude": -77.591468 },
+{"id": 477943278826819585, "latitude": 43.7137289, "longitude": -79.5555322 },
+{"id": 477946972528050177, "latitude": 41.58564898, "longitude": -87.6023239 },
+{"id": 477940846596091904, "latitude": 36.7336596, "longitude": -79.3059087 },
+{"id": 477719049434968064, "latitude": 33.6495332, "longitude": -117.96801701 },
+{"id": 477967500144283648, "latitude": 40.84373164, "longitude": -74.09780695 },
+{"id": 477946332976394241, "latitude": 41.23336131, "longitude": -95.8790523 },
+{"id": 478008454247100416, "latitude": 41.7617374, "longitude": -88.293187 },
+{"id": 477954034519642113, "latitude": 41.26713079, "longitude": -95.93170381 },
+{"id": 477889770832396288, "latitude": 49.27676626, "longitude": -123.1326484 },
+{"id": 477685614783893504, "latitude": 40.3044062, "longitude": -75.1276489 },
+{"id": 477919715914821632, "latitude": 30.4786801, "longitude": -87.3227319 },
+{"id": 477850362846937089, "latitude": 33.58379679, "longitude": -84.45362401 },
+{"id": 477941774317395968, "latitude": 33.80483188, "longitude": -117.91881316 },
+{"id": 478014367326535681, "latitude": 36.17812821, "longitude": -115.32341822 },
+{"id": 477875100574679040, "latitude": 37.36012256, "longitude": -121.9757628 },
+{"id": 478025741482094592, "latitude": 42.64122123, "longitude": -83.46136668 },
+{"id": 477855769728393217, "latitude": 30.18438814, "longitude": -81.73379097 },
+{"id": 477994122393837568, "latitude": 30.15434874, "longitude": -95.60582036 },
+{"id": 477959765834739712, "latitude": 38.31544291, "longitude": -122.30854237 },
+{"id": 477723331223764992, "latitude": 38.27284239, "longitude": -121.29270564 },
+{"id": 477788639951220736, "latitude": 32.96598732, "longitude": -96.80743613 },
+{"id": 478004281325273088, "latitude": 34.4871683, "longitude": -97.1922675 },
+{"id": 477708480204525568, "latitude": 44.03792567, "longitude": -75.82617412 },
+{"id": 478008199933865985, "latitude": 34.39983983, "longitude": -87.7525427 },
+{"id": 477883273939787776, "latitude": 38.98202363, "longitude": -84.52590887 },
+{"id": 477828565460078592, "latitude": 39.2526838, "longitude": -84.6098216 },
+{"id": 477865378777796608, "latitude": 33.64324854, "longitude": -117.80347672 },
+{"id": 477955362469842944, "latitude": 44.90860924, "longitude": -93.72830423 },
+{"id": 478000187361988608, "latitude": 39.2054555, "longitude": -76.6535671 },
+{"id": 477778253315596288, "latitude": 42.18900695, "longitude": -70.93179448 },
+{"id": 477986871143067648, "latitude": 36.00283739, "longitude": -75.66161066 },
+{"id": 477931410368376832, "latitude": 45.5318, "longitude": -122.896 },
+{"id": 477781295372967937, "latitude": 35.01579945, "longitude": -86.56565164 },
+{"id": 478038660558757888, "latitude": 34.01759414, "longitude": -118.30016276 },
+{"id": 477949836688236544, "latitude": 33.9344579, "longitude": -118.1881266 },
+{"id": 477977623604514816, "latitude": 36.11835959, "longitude": -115.17045021 },
+{"id": 478026078015873024, "latitude": 41.90258434, "longitude": -87.62852383 },
+{"id": 477964431234985984, "latitude": 38.4805033, "longitude": -78.0207609 },
+{"id": 477690680941109248, "latitude": 33.82966035, "longitude": -98.67529942 },
+{"id": 477845578064211968, "latitude": 33.76055869, "longitude": -118.13591499 },
+{"id": 477695600469630976, "latitude": 35.307094, "longitude": -80.7062965 },
+{"id": 477830707088474112, "latitude": 38.6541194, "longitude": -77.27384458 },
+{"id": 477992147501973504, "latitude": 39.52879318, "longitude": -119.81734248 },
+{"id": 477700243199238144, "latitude": 34.174836, "longitude": -118.2732806 },
+{"id": 477975893936066561, "latitude": 33.04736756, "longitude": -96.74070298 },
+{"id": 477987295061344256, "latitude": 41.41786502, "longitude": -81.57343118 },
+{"id": 477892902677676032, "latitude": 40.84411022, "longitude": -73.85532408 },
+{"id": 477697601945341952, "latitude": 36.82010193, "longitude": -79.35816579 }
+]);
+
+// --------- Run the spatial join query
+
+use SJTest;
+
+SELECT States.name, POIS.id
+FROM States, POIS
+WHERE st_contains(States.boundary, st_make_point(POIS.longitude, POIS.latitude));
diff --git a/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/autocomplete.png b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/autocomplete.png
new file mode 100644
index 0000000..99179be
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/autocomplete.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/csv_header_sample_output.png b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/csv_header_sample_output.png
new file mode 100644
index 0000000..e30ef18
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/csv_header_sample_output.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/input_component.png b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/input_component.png
new file mode 100644
index 0000000..9fd832e
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/input_component.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/metadata_inspector.png b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/metadata_inspector.png
new file mode 100644
index 0000000..7f61f20
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/metadata_inspector.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/plan_explorer.png b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/plan_explorer.png
new file mode 100644
index 0000000..2e48556
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/dashboard_screenshots/plan_explorer.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/linestring.png b/asterixdb/asterix-doc/src/site/resources/images/linestring.png
new file mode 100644
index 0000000..1c50a9f
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/linestring.png
Binary files differ
diff --git a/asterixdb/asterix-doc/src/site/resources/images/linestring.svg b/asterixdb/asterix-doc/src/site/resources/images/linestring.svg
new file mode 100644
index 0000000..f775e79
--- /dev/null
+++ b/asterixdb/asterix-doc/src/site/resources/images/linestring.svg
@@ -0,0 +1,245 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   width="50"
+   height="50"
+   viewBox="0 0 13.229166 13.229167"
+   version="1.1"
+   id="svg8"
+   inkscape:version="0.92.4 (f8dce91, 2019-08-02)"
+   sodipodi:docname="linestring.svg"
+   inkscape:export-filename="/home/eldawy/workspace/asterixdb/asterixdb/asterix-doc/src/site/resources/images/linestring.png"
+   inkscape:export-xdpi="384"
+   inkscape:export-ydpi="384">
+  <defs
+     id="defs2">
+    <marker
+       inkscape:stockid="EmptyDiamondL"
+       orient="auto"
+       refY="0.0"
+       refX="0.0"
+       id="marker5096"
+       style="overflow:visible"
+       inkscape:isstock="true">
+      <path
+         id="path5094"
+         d="M 0,-7.0710768 L -7.0710894,0 L 0,7.0710589 L 7.0710462,0 L 0,-7.0710768 z "
+         style="fill-rule:evenodd;fill:#ffffff;stroke:#0000ff;stroke-width:1pt;stroke-opacity:1"
+         transform="scale(0.8)" />
+    </marker>
+    <marker
+       inkscape:stockid="SquareL"
+       orient="auto"
+       refY="0.0"
+       refX="0.0"
+       id="marker5050"
+       style="overflow:visible"
+       inkscape:isstock="true">
+      <path
+         id="path5048"
+         d="M -5.0,-5.0 L -5.0,5.0 L 5.0,5.0 L 5.0,-5.0 L -5.0,-5.0 z "
+         style="fill-rule:evenodd;stroke:#0000ff;stroke-width:1pt;stroke-opacity:1;fill:#0000ff;fill-opacity:1"
+         transform="scale(0.8)" />
+    </marker>
+    <marker
+       inkscape:stockid="EmptyDiamondL"
+       orient="auto"
+       refY="0.0"
+       refX="0.0"
+       id="EmptyDiamondL"
+       style="overflow:visible"
+       inkscape:isstock="true"
+       inkscape:collect="always">
+      <path
+         id="path4630"
+         d="M 0,-7.0710768 L -7.0710894,0 L 0,7.0710589 L 7.0710462,0 L 0,-7.0710768 z "
+         style="fill-rule:evenodd;fill:#ffffff;stroke:#0000ff;stroke-width:1pt;stroke-opacity:1"
+         transform="scale(0.8)" />
+    </marker>
+    <marker
+       inkscape:isstock="true"
+       style="overflow:visible"
+       id="marker4874"
+       refX="0.0"
+       refY="0.0"
+       orient="auto"
+       inkscape:stockid="EmptyDiamondLend">
+      <path
+         transform="scale(0.8) translate(-7,0)"
+         style="fill-rule:evenodd;fill:#ffffff;stroke:#000000;stroke-width:1pt;stroke-opacity:1"
+         d="M 0,-7.0710768 L -7.0710894,0 L 0,7.0710589 L 7.0710462,0 L 0,-7.0710768 z "
+         id="path4872" />
+    </marker>
+    <marker
+       inkscape:stockid="SquareL"
+       orient="auto"
+       refY="0.0"
+       refX="0.0"
+       id="SquareL"
+       style="overflow:visible"
+       inkscape:isstock="true"
+       inkscape:collect="always">
+      <path
+         id="path4594"
+         d="M -5.0,-5.0 L -5.0,5.0 L 5.0,5.0 L 5.0,-5.0 L -5.0,-5.0 z "
+         style="fill-rule:evenodd;stroke:#0000ff;stroke-width:1pt;stroke-opacity:1;fill:#0000ff;fill-opacity:1"
+         transform="scale(0.8)" />
+    </marker>
+  </defs>
+  <sodipodi:namedview
+     id="base"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageopacity="0.0"
+     inkscape:pageshadow="2"
+     inkscape:zoom="15.31462"
+     inkscape:cx="18.561092"
+     inkscape:cy="9.425358"
+     inkscape:document-units="mm"
+     inkscape:current-layer="layer1"
+     showgrid="true"
+     units="px"
+     inkscape:snap-grids="false"
+     inkscape:snap-to-guides="false"
+     inkscape:window-width="1672"
+     inkscape:window-height="1248"
+     inkscape:window-x="1956"
+     inkscape:window-y="520"
+     inkscape:window-maximized="0"
+     inkscape:snap-page="true">
+    <inkscape:grid
+       type="xygrid"
+       id="grid815"
+       spacingx="2.6458333"
+       spacingy="2.6458333" />
+  </sodipodi:namedview>
+  <metadata
+     id="metadata5">
+    <rdf:RDF>
+      <cc:Work
+         rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type
+           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
+        <dc:title />
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(0,-283.77082)">
+    <g
+       id="g948"
+       style="stroke:#e6e6e6">
+      <g
+         style="stroke:#e6e6e6;stroke-width:0.05;stroke-miterlimit:4;stroke-dasharray:none"
+         id="g932">
+        <g
+           style="stroke:#e6e6e6;stroke-width:0.05;stroke-miterlimit:4;stroke-dasharray:none"
+           id="g910">
+          <path
+             inkscape:connector-curvature="0"
+             id="path894"
+             d="m 10.583333,283.77082 v 13.22917"
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none" />
+          <path
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none"
+             d="m 7.9375,283.77082 v 13.22917"
+             id="path896"
+             inkscape:connector-curvature="0" />
+          <path
+             inkscape:connector-curvature="0"
+             id="path898"
+             d="m 5.2916667,283.77082 v 13.22917"
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none" />
+          <path
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none"
+             d="m 2.6458333,283.77082 v 13.22917"
+             id="path900"
+             inkscape:connector-curvature="0" />
+        </g>
+        <g
+           style="stroke:#e6e6e6;stroke-width:0.05;stroke-miterlimit:4;stroke-dasharray:none"
+           id="g920"
+           transform="rotate(90,6.6145832,290.38541)">
+          <path
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none"
+             d="m 10.583333,283.77082 v 13.22917"
+             id="path912"
+             inkscape:connector-curvature="0" />
+          <path
+             inkscape:connector-curvature="0"
+             id="path914"
+             d="m 7.9375,283.77082 v 13.22917"
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none" />
+          <path
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none"
+             d="m 5.2916667,283.77082 v 13.22917"
+             id="path916"
+             inkscape:connector-curvature="0" />
+          <path
+             inkscape:connector-curvature="0"
+             id="path918"
+             d="m 2.6458333,283.77082 v 13.22917"
+             style="fill:none;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none" />
+        </g>
+      </g>
+      <rect
+         y="283.77081"
+         x="0"
+         height="13.229166"
+         width="13.229166"
+         id="rect934"
+         style="opacity:1;fill:none;fill-opacity:1;stroke:#e6e6e6;stroke-width:0.05;stroke-linecap:round;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:stroke fill markers" />
+    </g>
+    <path
+       style="fill:#aaeeff;stroke:#000000;stroke-width:0.18897638;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:0.50196078;fill-opacity:0.50196081"
+       d="M 45,5 15,10 10,30 35,40 Z M 35,15 30,30 20,20 Z"
+       transform="matrix(0.26458333,0,0,0.26458333,0,283.77082)"
+       id="path5044"
+       inkscape:connector-curvature="0"
+       sodipodi:nodetypes="ccccccccc" />
+    <path
+       style="fill:none;stroke:#0000ff;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;stroke-miterlimit:4;stroke-dasharray:none;marker-start:url(#SquareL);marker-mid:url(#EmptyDiamondL)"
+       d="m 5.2916667,289.06249 3.96875,-1.32292 -1.3229167,3.96875 z"
+       id="path4522"
+       inkscape:connector-curvature="0"
+       sodipodi:nodetypes="cccc" />
+    <path
+       style="fill:none;stroke:#0000ff;stroke-width:0.05;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1;marker-start:url(#marker5050);marker-mid:url(#marker5096)"
+       d="m 9.2604166,294.35415 -6.6145833,-2.64583 1.3229167,-5.29167 7.9375,-1.32291 z"
+       id="path5367"
+       inkscape:connector-curvature="0"
+       sodipodi:nodetypes="ccccc" />
+  </g>
+</svg>
diff --git a/asterixdb/asterix-doc/src/site/site.xml b/asterixdb/asterix-doc/src/site/site.xml
index ee71f9a..5c837d2 100644
--- a/asterixdb/asterix-doc/src/site/site.xml
+++ b/asterixdb/asterix-doc/src/site/site.xml
@@ -96,7 +96,11 @@
       <item name="Filter-Based LSM Index Acceleration" href="sqlpp/filters.html"/>
       <item name="Support of Full-text Queries" href="sqlpp/fulltext.html"/>
       <item name="Support of Similarity Queries" href="sqlpp/similarity.html"/>
+      <item name="GIS Support Overview" href="geo/quickstart.html"/>
+      <item name="GIS Functions" href="geo/functions.html"/>
       <item name="Support of Interval Joins" href="interval_join.html"/>
+      <item name="Support of Spatial Joins" href="spatial_join.html"/>
+      <item name="Support of Array Indexes" href="sqlpp/arrayindex.html"/>
     </menu>
 
     <menu name="Deprecated">
diff --git a/asterixdb/asterix-docker/pom.xml b/asterixdb/asterix-docker/pom.xml
index c14560c..6c54337 100644
--- a/asterixdb/asterix-docker/pom.xml
+++ b/asterixdb/asterix-docker/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-docker</artifactId>
 
diff --git a/asterixdb/asterix-examples/pom.xml b/asterixdb/asterix-examples/pom.xml
index 7c5c755..7812be0 100644
--- a/asterixdb/asterix-examples/pom.xml
+++ b/asterixdb/asterix-examples/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-examples</artifactId>
 
diff --git a/asterixdb/asterix-external-data/pom.xml b/asterixdb/asterix-external-data/pom.xml
index dd4d661..95ff315 100644
--- a/asterixdb/asterix-external-data/pom.xml
+++ b/asterixdb/asterix-external-data/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
@@ -210,6 +210,7 @@
               <usedDependency>io.netty:netty-resolver-dns</usedDependency>
               <usedDependency>io.netty:netty-codec-http2</usedDependency>
               <usedDependency>io.netty:netty-transport-native-unix-common</usedDependency>
+              <usedDependency>org.apache.tomcat:tomcat-annotations-api</usedDependency>
             </usedDependencies>
           </configuration>
         </plugin>
@@ -249,11 +250,6 @@
       <version>${project.version}</version>
     </dependency>
     <dependency>
-      <groupId>org.apache.asterix</groupId>
-      <artifactId>asterix-hivecompat</artifactId>
-      <version>${project.version}</version>
-    </dependency>
-    <dependency>
       <groupId>org.twitter4j</groupId>
       <artifactId>twitter4j-core</artifactId>
       <version>4.0.3</version>
@@ -274,10 +270,6 @@
       <artifactId>rome</artifactId>
     </dependency>
     <dependency>
-      <groupId>org.apache.hive</groupId>
-      <artifactId>hive-serde</artifactId>
-    </dependency>
-    <dependency>
       <groupId>com.e-movimento.tinytools</groupId>
       <artifactId>privilegedaccessor</artifactId>
       <version>1.2.2</version>
@@ -436,14 +428,6 @@
       <artifactId>hyracks-http</artifactId>
     </dependency>
     <dependency>
-      <groupId>io.netty</groupId>
-      <artifactId>netty-buffer</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>io.netty</groupId>
-      <artifactId>netty-codec-http</artifactId>
-    </dependency>
-    <dependency>
       <groupId>com.google.guava</groupId>
       <artifactId>guava</artifactId>
     </dependency>
@@ -476,6 +460,22 @@
       <artifactId>azure-storage-blob</artifactId>
     </dependency>
     <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-storage-file-datalake</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-identity</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-storage</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.tomcat</groupId>
+      <artifactId>tomcat-annotations-api</artifactId>
+    </dependency>
+    <dependency>
       <groupId>org.msgpack</groupId>
       <artifactId>msgpack-core</artifactId>
     </dependency>
@@ -492,6 +492,45 @@
       <artifactId>log4j-1.2-api</artifactId>
     </dependency>
     <dependency>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-s3</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-dynamodb</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-aws</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-azure</artifactId>
+      <exclusions>
+        <!-- apply patch for HADOOP-17225 to workaround CVE-2019-10172 -->
+        <exclusion>
+          <groupId>org.codehaus.jackson</groupId>
+          <artifactId>jackson-mapper-asl</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.codehaus.jackson</groupId>
+          <artifactId>jackson-core-asl</artifactId>
+        </exclusion>
+      </exclusions>
+    </dependency>
+    <!-- apply patch for HADOOP-17225 to workaround CVE-2019-10172 -->
+    <dependency>
+      <groupId>org.codehaus.jackson</groupId>
+      <artifactId>jackson-mapper-asl</artifactId>
+      <version>1.9.14-atlassian-6</version>
+    </dependency>
+    <!-- apply patch for HADOOP-17225 to workaround CVE-2019-10172 -->
+    <dependency>
+      <groupId>org.codehaus.jackson</groupId>
+      <artifactId>jackson-core-asl</artifactId>
+      <version>1.9.14-atlassian-6</version>
+    </dependency>
+    <dependency>
       <groupId>io.netty</groupId>
       <artifactId>netty-resolver-dns</artifactId>
     </dependency>
@@ -503,5 +542,22 @@
       <groupId>io.netty</groupId>
       <artifactId>netty-transport-native-unix-common</artifactId>
     </dependency>
+    <!-- TODO(htowaileb): removed from hadoop transitively and added separately to avoid CVEs, can
+     be removed once upgraded to hadoop 3.3.4 as it addresses the CVEs -->
+    <dependency>
+      <groupId>org.eclipse.jetty</groupId>
+      <artifactId>jetty-util</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.eclipse.jetty</groupId>
+      <artifactId>jetty-util-ajax</artifactId>
+    </dependency>
   </dependencies>
+  <!-- apply patch for HADOOP-17225 to workaround CVE-2019-10172 -->
+  <repositories>
+    <repository>
+      <id>atlassian-3rdparty</id>
+      <url>https://packages.atlassian.com/maven-3rdparty/</url>
+    </repository>
+  </repositories>
 </project>
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IRecordReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IRecordReaderFactory.java
index a936e86..8849508 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IRecordReaderFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/api/IRecordReaderFactory.java
@@ -19,22 +19,34 @@
 package org.apache.asterix.external.api;
 
 import java.util.List;
+import java.util.Set;
 
+import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public interface IRecordReaderFactory<T> extends IExternalDataSourceFactory {
 
-    public IRecordReader<? extends T> createRecordReader(IHyracksTaskContext ctx, int partition)
-            throws HyracksDataException;
+    IRecordReader<? extends T> createRecordReader(IHyracksTaskContext ctx, int partition) throws HyracksDataException;
 
-    public Class<?> getRecordClass();
+    Class<?> getRecordClass();
 
     @Override
-    public default DataSourceType getDataSourceType() {
+    default DataSourceType getDataSourceType() {
         return DataSourceType.RECORDS;
     }
 
-    public List<String> getRecordReaderNames();
+    List<String> getRecordReaderNames();
+
+    /**
+     * Usually there is only a single adapter with a specific name.
+     * When two or more adapters share the same name, only one can support {@link ExternalDataConstants#ALL_FORMATS}.
+     * Other adapters must have only a subset of {@link ExternalDataConstants#ALL_FORMATS}.
+     *
+     * @return adapter's supported formats
+     */
+    default Set<String> getReaderSupportedFormats() {
+        return ExternalDataConstants.ALL_FORMATS;
+    }
 
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/indexing/IndexingConstants.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/indexing/IndexingConstants.java
index e26b925..824ae56 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/indexing/IndexingConstants.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/indexing/IndexingConstants.java
@@ -41,8 +41,6 @@
 
     public static final String EXTERNAL_FILE_INDEX_NAME_SUFFIX = "FilesIndex";
     public static final String KEY_INPUT_FORMAT = "input-format";
-    public static final String INPUT_FORMAT_RC = "rc-input-format";
-    public static final String INPUT_FORMAT_RC_FULLY_QUALIFIED = "org.apache.asterix.hivecompat.io.RCFileInputFormat";
 
     //Field Types
     public static final IAType FILE_NUMBER_FIELD_TYPE = BuiltinType.AINT32;
@@ -56,9 +54,6 @@
             BinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(BuiltinType.AINT64, true);
     private static final IBinaryComparatorFactory rowNumberCompFactory =
             BinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(BuiltinType.AINT32, true);
-
-    private static final IBinaryComparatorFactory[] rCFileRIDComparatorFactories =
-            { fileNumberCompFactory, recordOffsetCompFactory, rowNumberCompFactory };
     private static final IBinaryComparatorFactory[] txtSeqFileRIDComparatorFactories =
             { fileNumberCompFactory, recordOffsetCompFactory };
 
@@ -114,20 +109,14 @@
 
     // This function returns the size of the RID for the passed file input format
     public static int getRIDSize(String fileInputFormat) {
-        if (fileInputFormat.equals(INPUT_FORMAT_RC) || fileInputFormat.equals(INPUT_FORMAT_RC_FULLY_QUALIFIED)) {
-            return 3;
-        } else {
-            return 2;
-        }
+        //Only text format is supported.
+        return 2;
     }
 
     // This function returns the size of the RID for the passed file input format
     public static IBinaryComparatorFactory[] getComparatorFactories(String fileInputFormat) {
-        if (fileInputFormat.equals(INPUT_FORMAT_RC) || fileInputFormat.equals(INPUT_FORMAT_RC_FULLY_QUALIFIED)) {
-            return rCFileRIDComparatorFactories;
-        } else {
-            return txtSeqFileRIDComparatorFactories;
-        }
+        //Only text format is supported.
+        return txtSeqFileRIDComparatorFactories;
     }
 
     public static IAType getFieldType(int fieldNumber) throws AsterixException {
@@ -204,12 +193,8 @@
     }
 
     public static List<List<String>> getRIDKeys(Map<String, String> properties) {
-        String fileInputFormat = properties.get(KEY_INPUT_FORMAT);
-        if (fileInputFormat.equals(INPUT_FORMAT_RC) || fileInputFormat.equals(INPUT_FORMAT_RC_FULLY_QUALIFIED)) {
-            return RECORD_ID_FIELDS;
-        } else {
-            return RECORD_ID_FIELDS.subList(0, ROW_NUMBER_FIELD_INDEX);
-        }
+        //Only text format is supported.
+        return RECORD_ID_FIELDS.subList(0, ROW_NUMBER_FIELD_INDEX);
     }
 
     public static String getFilesIndexName(String datasetName) {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/HDFSDataSourceFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/HDFSDataSourceFactory.java
index f436aa1..419782f 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/HDFSDataSourceFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/HDFSDataSourceFactory.java
@@ -25,7 +25,8 @@
 import java.util.Map;
 
 import org.apache.asterix.common.api.IApplicationContext;
-import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.external.api.AsterixInputStream;
 import org.apache.asterix.external.api.IExternalIndexer;
 import org.apache.asterix.external.api.IIndexibleExternalDataSource;
@@ -48,18 +49,22 @@
 import org.apache.hadoop.mapred.RecordReader;
 import org.apache.hadoop.mapred.Reporter;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.application.ICCServiceContext;
 import org.apache.hyracks.api.application.IServiceContext;
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.data.std.api.IValueReference;
 import org.apache.hyracks.hdfs.dataflow.ConfFactory;
 import org.apache.hyracks.hdfs.dataflow.InputSplitsFactory;
 import org.apache.hyracks.hdfs.scheduler.Scheduler;
 
 public class HDFSDataSourceFactory implements IRecordReaderFactory<Object>, IIndexibleExternalDataSource {
 
-    protected static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 1L;
+    private static final List<String> recordReaderNames = Collections.singletonList("hdfs");
+
     protected transient AlgebricksAbsolutePartitionConstraint clusterLocations;
     protected transient IServiceContext serviceCtx;
     protected String[] readSchedule;
@@ -79,23 +84,31 @@
     private InputSplit[] inputSplits;
     private String nodeName;
     private Class recordReaderClazz;
-    private static final List<String> recordReaderNames = Collections.unmodifiableList(Arrays.asList("hdfs"));
 
     @Override
     public void configure(IServiceContext serviceCtx, Map<String, String> configuration,
-            IWarningCollector warningCollector) throws AsterixException {
+            IWarningCollector warningCollector) throws AlgebricksException, HyracksDataException {
+        JobConf hdfsConf = createHdfsConf(serviceCtx, configuration);
+        configureHdfsConf(hdfsConf, configuration);
+    }
+
+    protected JobConf createHdfsConf(IServiceContext serviceCtx, Map<String, String> configuration)
+            throws HyracksDataException {
+        this.serviceCtx = serviceCtx;
+        this.configuration = configuration;
+        init((ICCServiceContext) serviceCtx);
+        return HDFSUtils.configureHDFSJobConf(configuration);
+    }
+
+    protected void configureHdfsConf(JobConf conf, Map<String, String> configuration) throws AlgebricksException {
         try {
-            this.serviceCtx = serviceCtx;
-            this.configuration = configuration;
-            init((ICCServiceContext) serviceCtx);
-            JobConf conf = HDFSUtils.configureHDFSJobConf(configuration);
             confFactory = new ConfFactory(conf);
             clusterLocations = getPartitionConstraint();
             int numPartitions = clusterLocations.getLocations().length;
             // if files list was set, we restrict the splits to the list
             InputSplit[] inputSplits;
             if (files == null) {
-                inputSplits = conf.getInputFormat().getSplits(conf, numPartitions);
+                inputSplits = getInputSplits(conf, numPartitions);
             } else {
                 inputSplits = HDFSUtils.getSplits(conf, files);
             }
@@ -108,20 +121,28 @@
             read = new boolean[readSchedule.length];
             Arrays.fill(read, false);
             String formatString = configuration.get(ExternalDataConstants.KEY_FORMAT);
-            if (formatString == null || formatString.equals(ExternalDataConstants.FORMAT_HDFS_WRITABLE)
-                    || formatString.equals(ExternalDataConstants.FORMAT_NOOP)) {
+            if (formatString == null || formatString.equals(ExternalDataConstants.FORMAT_HDFS_WRITABLE)) {
                 RecordReader<?, ?> reader = conf.getInputFormat().getRecordReader(inputSplits[0], conf, Reporter.NULL);
                 this.recordClass = reader.createValue().getClass();
                 reader.close();
+            } else if (formatString.equals(ExternalDataConstants.FORMAT_PARQUET)) {
+                recordClass = IValueReference.class;
             } else {
                 recordReaderClazz = StreamRecordReaderProvider.getRecordReaderClazz(configuration);
                 this.recordClass = char[].class;
             }
         } catch (IOException e) {
-            throw new AsterixException(e);
+            throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, e);
         }
     }
 
+    private InputSplit[] getInputSplits(JobConf conf, int numPartitions) throws IOException {
+        if (HDFSUtils.isEmpty(conf)) {
+            return Scheduler.EMPTY_INPUT_SPLITS;
+        }
+        return conf.getInputFormat().getSplits(conf, numPartitions);
+    }
+
     // Used to tell the factory to restrict the splits to the intersection between this list a
     // actual files on hde
     @Override
@@ -217,7 +238,19 @@
                 }
             }
             restoreConfig(ctx);
-            return createRecordReader(configuration, read, inputSplits, readSchedule, nodeName, conf, files, indexer);
+            JobConf readerConf = conf;
+            if (ctx.getWarningCollector().shouldWarn()
+                    && configuration.get(ExternalDataConstants.KEY_INPUT_FORMAT.trim())
+                            .equals(ExternalDataConstants.INPUT_FORMAT_PARQUET)) {
+                /*
+                 * JobConf is used to pass warnings from the ParquetReadSupport to ParquetReader. As multiple
+                 * partitions can issue different warnings, we might have a race condition on JobConf. Thus, we
+                 * should create a copy when warnings are enabled.
+                 */
+                readerConf = confFactory.getConf();
+            }
+            return createRecordReader(configuration, read, inputSplits, readSchedule, nodeName, readerConf, files,
+                    indexer, ctx.getWarningCollector());
         } catch (Exception e) {
             throw HyracksDataException.create(e);
         }
@@ -245,10 +278,10 @@
 
     private static IRecordReader<? extends Object> createRecordReader(Map<String, String> configuration, boolean[] read,
             InputSplit[] inputSplits, String[] readSchedule, String nodeName, JobConf conf, List<ExternalFile> files,
-            IExternalIndexer indexer) throws IOException {
+            IExternalIndexer indexer, IWarningCollector warningCollector) throws IOException {
         if (configuration.get(ExternalDataConstants.KEY_INPUT_FORMAT.trim())
                 .equals(ExternalDataConstants.INPUT_FORMAT_PARQUET)) {
-            return new ParquetFileRecordReader<>(read, inputSplits, readSchedule, nodeName, conf);
+            return new ParquetFileRecordReader<>(read, inputSplits, readSchedule, nodeName, conf, warningCollector);
         } else {
             return new HDFSRecordReader<>(read, inputSplits, readSchedule, nodeName, conf, files, indexer);
         }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/abstracts/AbstractExternalInputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/abstracts/AbstractExternalInputStreamFactory.java
index 2a063bf..eac4835 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/abstracts/AbstractExternalInputStreamFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/abstracts/AbstractExternalInputStreamFactory.java
@@ -18,24 +18,16 @@
  */
 package org.apache.asterix.external.input.record.reader.abstracts;
 
-import static org.apache.asterix.external.util.ExternalDataConstants.*;
-
 import java.io.Serializable;
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.List;
 import java.util.Map;
 import java.util.function.BiPredicate;
 import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-import java.util.regex.PatternSyntaxException;
 
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.external.api.AsterixInputStream;
 import org.apache.asterix.external.api.IInputStreamFactory;
-import org.apache.asterix.external.util.ExternalDataUtils;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.application.IServiceContext;
@@ -82,39 +74,6 @@
                 ((ICcApplicationContext) ctx.getApplicationContext()).getClusterStateManager().getClusterLocations();
     }
 
-    protected IncludeExcludeMatcher getIncludeExcludeMatchers() throws CompilationException {
-        // Get and compile the patterns for include/exclude if provided
-        List<Matcher> includeMatchers = new ArrayList<>();
-        List<Matcher> excludeMatchers = new ArrayList<>();
-        String pattern = null;
-        try {
-            for (Map.Entry<String, String> entry : configuration.entrySet()) {
-                if (entry.getKey().startsWith(KEY_INCLUDE)) {
-                    pattern = entry.getValue();
-                    includeMatchers.add(Pattern.compile(ExternalDataUtils.patternToRegex(pattern)).matcher(""));
-                } else if (entry.getKey().startsWith(KEY_EXCLUDE)) {
-                    pattern = entry.getValue();
-                    excludeMatchers.add(Pattern.compile(ExternalDataUtils.patternToRegex(pattern)).matcher(""));
-                }
-            }
-        } catch (PatternSyntaxException ex) {
-            throw new CompilationException(ErrorCode.INVALID_REGEX_PATTERN, pattern);
-        }
-
-        IncludeExcludeMatcher includeExcludeMatcher;
-        if (!includeMatchers.isEmpty()) {
-            includeExcludeMatcher = new IncludeExcludeMatcher(includeMatchers,
-                    (matchers1, key) -> ExternalDataUtils.matchPatterns(matchers1, key));
-        } else if (!excludeMatchers.isEmpty()) {
-            includeExcludeMatcher = new IncludeExcludeMatcher(excludeMatchers,
-                    (matchers1, key) -> !ExternalDataUtils.matchPatterns(matchers1, key));
-        } else {
-            includeExcludeMatcher = new IncludeExcludeMatcher(Collections.emptyList(), (matchers1, key) -> true);
-        }
-
-        return includeExcludeMatcher;
-    }
-
     public static class PartitionWorkLoadBasedOnSize implements Serializable {
         private static final long serialVersionUID = 1L;
         private final List<String> filePaths = new ArrayList<>();
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStream.java
index 5eb8475..f14af53 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStream.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStream.java
@@ -19,6 +19,7 @@
 package org.apache.asterix.external.input.record.reader.aws;
 
 import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3;
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
 
 import java.io.IOException;
 import java.util.List;
@@ -90,7 +91,7 @@
                 return false;
             } catch (S3Exception ex) {
                 if (!shouldRetry(ex.awsErrorDetails().errorCode(), retries++)) {
-                    throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                    throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
                 }
                 LOGGER.debug(() -> "S3 retryable error: " + LogRedactionUtil.userData(ex.getMessage()));
 
@@ -101,7 +102,7 @@
                     Thread.currentThread().interrupt();
                 }
             } catch (SdkException ex) {
-                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
             }
         }
         return true;
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStreamFactory.java
index 8197524..89ea39e 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStreamFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/AwsS3InputStreamFactory.java
@@ -18,35 +18,20 @@
  */
 package org.apache.asterix.external.input.record.reader.aws;
 
-import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
 import java.util.Map;
 import java.util.PriorityQueue;
-import java.util.function.BiPredicate;
-import java.util.regex.Matcher;
 
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.external.api.AsterixInputStream;
 import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory;
-import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.asterix.external.util.ExternalDataUtils;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.api.application.IServiceContext;
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.IWarningCollector;
-import org.apache.hyracks.api.exceptions.Warning;
-import org.apache.hyracks.api.util.CleanupUtils;
 
-import software.amazon.awssdk.core.exception.SdkException;
-import software.amazon.awssdk.services.s3.S3Client;
-import software.amazon.awssdk.services.s3.model.ListObjectsRequest;
-import software.amazon.awssdk.services.s3.model.ListObjectsResponse;
-import software.amazon.awssdk.services.s3.model.ListObjectsV2Request;
-import software.amazon.awssdk.services.s3.model.ListObjectsV2Response;
-import software.amazon.awssdk.services.s3.model.S3Exception;
 import software.amazon.awssdk.services.s3.model.S3Object;
 
 public class AwsS3InputStreamFactory extends AbstractExternalInputStreamFactory {
@@ -65,156 +50,27 @@
 
         // Ensure the validity of include/exclude
         ExternalDataUtils.validateIncludeExclude(configuration);
-        IncludeExcludeMatcher includeExcludeMatcher = getIncludeExcludeMatchers();
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
 
-        // Prepare to retrieve the objects
-        List<S3Object> filesOnly;
-        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
-        S3Client s3Client = ExternalDataUtils.AwsS3.buildAwsS3Client(configuration);
-
-        try {
-            filesOnly = listS3Objects(s3Client, container, includeExcludeMatcher);
-        } catch (S3Exception ex) {
-            // New API is not implemented, try falling back to old API
-            try {
-                // For error code, see https://docs.aws.amazon.com/AmazonS3/latest/API/ErrorResponses.html
-                if (ex.awsErrorDetails().errorCode().equals(ExternalDataConstants.AwsS3.ERROR_METHOD_NOT_IMPLEMENTED)) {
-                    filesOnly = oldApiListS3Objects(s3Client, container, includeExcludeMatcher);
-                } else {
-                    throw ex;
-                }
-            } catch (SdkException ex2) {
-                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex2.getMessage());
-            }
-        } catch (SdkException ex) {
-            throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
-        } finally {
-            if (s3Client != null) {
-                CleanupUtils.close(s3Client, null);
-            }
-        }
-
-        // Warn if no files are returned
-        if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
-            Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
-            warningCollector.warn(warning);
-        }
-
+        //Get a list of S3 objects
+        List<S3Object> filesOnly =
+                ExternalDataUtils.AwsS3.listS3Objects(configuration, includeExcludeMatcher, warningCollector);
         // Distribute work load amongst the partitions
         distributeWorkLoad(filesOnly, getPartitionsCount());
     }
 
     /**
-     * Uses the latest API to retrieve the objects from the storage.
-     *
-     * @param s3Client S3 client
-     * @param container container name
-     * @param includeExcludeMatcher include/exclude matchers to apply
-     */
-    private List<S3Object> listS3Objects(S3Client s3Client, String container,
-            IncludeExcludeMatcher includeExcludeMatcher) {
-        String newMarker = null;
-        List<S3Object> filesOnly = new ArrayList<>();
-
-        ListObjectsV2Response listObjectsResponse;
-        ListObjectsV2Request.Builder listObjectsBuilder = ListObjectsV2Request.builder().bucket(container);
-        listObjectsBuilder.prefix(ExternalDataUtils.getPrefix(configuration));
-
-        while (true) {
-            // List the objects from the start, or from the last marker in case of truncated result
-            if (newMarker == null) {
-                listObjectsResponse = s3Client.listObjectsV2(listObjectsBuilder.build());
-            } else {
-                listObjectsResponse = s3Client.listObjectsV2(listObjectsBuilder.continuationToken(newMarker).build());
-            }
-
-            // Collect the paths to files only
-            collectAndFilterFiles(listObjectsResponse.contents(), includeExcludeMatcher.getPredicate(),
-                    includeExcludeMatcher.getMatchersList(), filesOnly);
-
-            // Mark the flag as done if done, otherwise, get the marker of the previous response for the next request
-            if (!listObjectsResponse.isTruncated()) {
-                break;
-            } else {
-                newMarker = listObjectsResponse.nextContinuationToken();
-            }
-        }
-
-        return filesOnly;
-    }
-
-    /**
-     * Uses the old API (in case the new API is not implemented) to retrieve the objects from the storage
-     *
-     * @param s3Client S3 client
-     * @param container container name
-     * @param includeExcludeMatcher include/exclude matchers to apply
-     */
-    private List<S3Object> oldApiListS3Objects(S3Client s3Client, String container,
-            IncludeExcludeMatcher includeExcludeMatcher) {
-        String newMarker = null;
-        List<S3Object> filesOnly = new ArrayList<>();
-
-        ListObjectsResponse listObjectsResponse;
-        ListObjectsRequest.Builder listObjectsBuilder = ListObjectsRequest.builder().bucket(container);
-        listObjectsBuilder.prefix(ExternalDataUtils.getPrefix(configuration));
-
-        while (true) {
-            // List the objects from the start, or from the last marker in case of truncated result
-            if (newMarker == null) {
-                listObjectsResponse = s3Client.listObjects(listObjectsBuilder.build());
-            } else {
-                listObjectsResponse = s3Client.listObjects(listObjectsBuilder.marker(newMarker).build());
-            }
-
-            // Collect the paths to files only
-            collectAndFilterFiles(listObjectsResponse.contents(), includeExcludeMatcher.getPredicate(),
-                    includeExcludeMatcher.getMatchersList(), filesOnly);
-
-            // Mark the flag as done if done, otherwise, get the marker of the previous response for the next request
-            if (!listObjectsResponse.isTruncated()) {
-                break;
-            } else {
-                newMarker = listObjectsResponse.nextMarker();
-            }
-        }
-
-        return filesOnly;
-    }
-
-    /**
-     * AWS S3 returns all the objects as paths, not differentiating between folder and files. The path is considered
-     * a file if it does not end up with a "/" which is the separator in a folder structure.
-     *
-     * @param s3Objects List of returned objects
-     */
-    private void collectAndFilterFiles(List<S3Object> s3Objects, BiPredicate<List<Matcher>, String> predicate,
-            List<Matcher> matchers, List<S3Object> filesOnly) {
-        for (S3Object object : s3Objects) {
-            // skip folders
-            if (object.key().endsWith("/")) {
-                continue;
-            }
-
-            // No filter, add file
-            if (predicate.test(matchers, object.key())) {
-                filesOnly.add(object);
-            }
-        }
-    }
-
-    /**
      * To efficiently utilize the parallelism, work load will be distributed amongst the partitions based on the file
      * size.
-     *
+     * <p>
      * Example:
      * File1 1mb, File2 300kb, File3 300kb, File4 300kb
-     *
+     * <p>
      * Distribution:
      * Partition1: [File1]
      * Partition2: [File2, File3, File4]
      *
-     * @param fileObjects AWS S3 file objects
+     * @param fileObjects     AWS S3 file objects
      * @param partitionsCount Partitions count
      */
     private void distributeWorkLoad(List<S3Object> fileObjects, int partitionsCount) {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/parquet/AwsS3ParquetReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/parquet/AwsS3ParquetReaderFactory.java
new file mode 100644
index 0000000..4e3d1ec
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/aws/parquet/AwsS3ParquetReaderFactory.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.aws.parquet;
+
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.input.HDFSDataSourceFactory;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory.IncludeExcludeMatcher;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.util.ExceptionUtils;
+
+import com.amazonaws.SdkBaseException;
+
+import software.amazon.awssdk.core.exception.SdkException;
+import software.amazon.awssdk.services.s3.model.S3Object;
+
+public class AwsS3ParquetReaderFactory extends HDFSDataSourceFactory {
+    private static final long serialVersionUID = -6140824803254158253L;
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AWS_S3);
+
+    @Override
+    public void configure(IServiceContext serviceCtx, Map<String, String> configuration,
+            IWarningCollector warningCollector) throws AlgebricksException, HyracksDataException {
+        //Get path
+        String path = buildPathURIs(configuration, warningCollector);
+        //Put S3 configurations to AsterixDB's Hadoop configuration
+        putS3ConfToHadoopConf(configuration, path);
+
+        //Configure Hadoop S3 input splits
+        try {
+            JobConf conf = createHdfsConf(serviceCtx, configuration);
+            int numberOfPartitions = getPartitionConstraint().getLocations().length;
+            ExternalDataUtils.AwsS3.configureAwsS3HdfsJobConf(conf, configuration, numberOfPartitions);
+            configureHdfsConf(conf, configuration);
+        } catch (SdkException | SdkBaseException ex) {
+            throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+        } catch (AlgebricksException ex) {
+            Throwable root = ExceptionUtils.getRootCause(ex);
+            if (root instanceof SdkException || root instanceof SdkBaseException) {
+                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(root));
+            }
+            throw ex;
+        }
+    }
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public Set<String> getReaderSupportedFormats() {
+        return Collections.singleton(ExternalDataConstants.FORMAT_PARQUET);
+    }
+
+    /**
+     * Prepare Hadoop configurations to read parquet files
+     *
+     * @param path Comma-delimited paths
+     */
+    private static void putS3ConfToHadoopConf(Map<String, String> configuration, String path) {
+        configuration.put(ExternalDataConstants.KEY_PATH, path);
+        configuration.put(ExternalDataConstants.KEY_INPUT_FORMAT, ExternalDataConstants.INPUT_FORMAT_PARQUET);
+        configuration.put(ExternalDataConstants.KEY_PARSER, ExternalDataConstants.FORMAT_NOOP);
+    }
+
+    /**
+     * Build S3 path-style for the requested files
+     *
+     * @param configuration    properties
+     * @param warningCollector warning collector
+     * @return Comma-delimited paths (e.g., "s3a://bucket/file1.parquet,s3a://bucket/file2.parquet")
+     * @throws CompilationException Compilation exception
+     */
+    private static String buildPathURIs(Map<String, String> configuration, IWarningCollector warningCollector)
+            throws CompilationException {
+        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
+        List<S3Object> filesOnly =
+                ExternalDataUtils.AwsS3.listS3Objects(configuration, includeExcludeMatcher, warningCollector);
+        StringBuilder builder = new StringBuilder();
+
+        if (!filesOnly.isEmpty()) {
+            appendFileURI(builder, container, filesOnly.get(0));
+            for (int i = 1; i < filesOnly.size(); i++) {
+                builder.append(',');
+                appendFileURI(builder, container, filesOnly.get(i));
+            }
+        }
+
+        return builder.toString();
+    }
+
+    private static void appendFileURI(StringBuilder builder, String container, S3Object file) {
+        builder.append(ExternalDataConstants.AwsS3.HADOOP_S3_PROTOCOL);
+        builder.append("://");
+        builder.append(container);
+        builder.append('/');
+        builder.append(file.key());
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStream.java
deleted file mode 100644
index 3fb3395..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStream.java
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.azure;
-
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-import java.util.zip.GZIPInputStream;
-
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.common.exceptions.RuntimeDataException;
-import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStream;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.asterix.external.util.ExternalDataUtils;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.util.LogRedactionUtil;
-
-import com.azure.storage.blob.BlobClient;
-import com.azure.storage.blob.BlobContainerClient;
-import com.azure.storage.blob.BlobServiceClient;
-import com.azure.storage.blob.models.BlobErrorCode;
-import com.azure.storage.blob.models.BlobStorageException;
-
-public class AzureBlobInputStream extends AbstractExternalInputStream {
-
-    private final BlobServiceClient client;
-    private final String container;
-
-    public AzureBlobInputStream(Map<String, String> configuration, List<String> filePaths) throws HyracksDataException {
-        super(configuration, filePaths);
-        this.client = buildAzureClient(configuration);
-        this.container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
-    }
-
-    @Override
-    protected boolean getInputStream() throws IOException {
-        String fileName = filePaths.get(nextFileIndex);
-        BlobContainerClient blobContainerClient;
-        BlobClient blob;
-        try {
-            blobContainerClient = client.getBlobContainerClient(container);
-            blob = blobContainerClient.getBlobClient(filePaths.get(nextFileIndex));
-            in = blob.openInputStream();
-
-            // Use gzip stream if needed
-            String lowerCaseFileName = fileName.toLowerCase();
-            if (lowerCaseFileName.endsWith(".gz") || lowerCaseFileName.endsWith(".gzip")) {
-                in = new GZIPInputStream(in, ExternalDataConstants.DEFAULT_BUFFER_SIZE);
-            }
-        } catch (BlobStorageException ex) {
-            if (ex.getErrorCode().equals(BlobErrorCode.BLOB_NOT_FOUND)) {
-                LOGGER.debug(() -> "Key " + LogRedactionUtil.userData(filePaths.get(nextFileIndex)) + " was not "
-                        + "found in container " + container);
-                return false;
-            } else {
-                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
-            }
-        } catch (Exception ex) {
-            throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
-        }
-
-        return true;
-    }
-
-    private BlobServiceClient buildAzureClient(Map<String, String> configuration) throws HyracksDataException {
-        try {
-            return ExternalDataUtils.Azure.buildAzureClient(configuration);
-        } catch (CompilationException ex) {
-            throw HyracksDataException.create(ex);
-        }
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStreamFactory.java
deleted file mode 100644
index 803694a..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobInputStreamFactory.java
+++ /dev/null
@@ -1,151 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.azure;
-
-import java.util.ArrayList;
-import java.util.Comparator;
-import java.util.List;
-import java.util.Map;
-import java.util.PriorityQueue;
-import java.util.function.BiPredicate;
-import java.util.regex.Matcher;
-
-import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.external.api.AsterixInputStream;
-import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.asterix.external.util.ExternalDataUtils;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.api.application.IServiceContext;
-import org.apache.hyracks.api.context.IHyracksTaskContext;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.api.exceptions.IWarningCollector;
-import org.apache.hyracks.api.exceptions.Warning;
-
-import com.azure.storage.blob.BlobContainerClient;
-import com.azure.storage.blob.BlobServiceClient;
-import com.azure.storage.blob.models.BlobItem;
-import com.azure.storage.blob.models.ListBlobsOptions;
-
-public class AzureBlobInputStreamFactory extends AbstractExternalInputStreamFactory {
-
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public AsterixInputStream createInputStream(IHyracksTaskContext ctx, int partition) throws HyracksDataException {
-        return new AzureBlobInputStream(configuration, partitionWorkLoadsBasedOnSize.get(partition).getFilePaths());
-    }
-
-    @Override
-    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
-            throws AlgebricksException {
-        super.configure(ctx, configuration, warningCollector);
-
-        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
-
-        List<BlobItem> filesOnly = new ArrayList<>();
-
-        // Ensure the validity of include/exclude
-        ExternalDataUtils.validateIncludeExclude(configuration);
-
-        BlobServiceClient blobServiceClient = ExternalDataUtils.Azure.buildAzureClient(configuration);
-        BlobContainerClient blobContainer;
-        try {
-            blobContainer = blobServiceClient.getBlobContainerClient(container);
-
-            // Get all objects in a container and extract the paths to files
-            ListBlobsOptions listBlobsOptions = new ListBlobsOptions();
-            listBlobsOptions.setPrefix(ExternalDataUtils.getPrefix(configuration));
-            Iterable<BlobItem> blobItems = blobContainer.listBlobs(listBlobsOptions, null);
-
-            // Collect the paths to files only
-            IncludeExcludeMatcher includeExcludeMatcher = getIncludeExcludeMatchers();
-            collectAndFilterFiles(blobItems, includeExcludeMatcher.getPredicate(),
-                    includeExcludeMatcher.getMatchersList(), filesOnly);
-
-            // Warn if no files are returned
-            if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
-                Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
-                warningCollector.warn(warning);
-            }
-
-            // Distribute work load amongst the partitions
-            distributeWorkLoad(filesOnly, getPartitionsCount());
-        } catch (Exception ex) {
-            throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
-        }
-    }
-
-    /**
-     * Collects and filters the files only, and excludes any folders
-     *
-     * @param items storage items
-     * @param predicate predicate to test with for file filtration
-     * @param matchers include/exclude matchers to test against
-     * @param filesOnly List containing the files only (excluding folders)
-     */
-    private void collectAndFilterFiles(Iterable<BlobItem> items, BiPredicate<List<Matcher>, String> predicate,
-            List<Matcher> matchers, List<BlobItem> filesOnly) {
-        for (BlobItem item : items) {
-            String uri = item.getName();
-
-            // skip folders
-            if (uri.endsWith("/")) {
-                continue;
-            }
-
-            // No filter, add file
-            if (predicate.test(matchers, uri)) {
-                filesOnly.add(item);
-            }
-        }
-    }
-
-    /**
-     * To efficiently utilize the parallelism, work load will be distributed amongst the partitions based on the file
-     * size.
-     *
-     * Example:
-     * File1 1mb, File2 300kb, File3 300kb, File4 300kb
-     *
-     * Distribution:
-     * Partition1: [File1]
-     * Partition2: [File2, File3, File4]
-     *
-     * @param items items
-     * @param partitionsCount Partitions count
-     */
-    private void distributeWorkLoad(List<BlobItem> items, int partitionsCount) {
-        PriorityQueue<PartitionWorkLoadBasedOnSize> workloadQueue = new PriorityQueue<>(partitionsCount,
-                Comparator.comparingLong(PartitionWorkLoadBasedOnSize::getTotalSize));
-
-        // Prepare the workloads based on the number of partitions
-        for (int i = 0; i < partitionsCount; i++) {
-            workloadQueue.add(new PartitionWorkLoadBasedOnSize());
-        }
-
-        for (BlobItem object : items) {
-            PartitionWorkLoadBasedOnSize workload = workloadQueue.poll();
-            workload.addFilePath(object.getName(), object.getProperties().getContentLength());
-            workloadQueue.add(workload);
-        }
-        partitionWorkLoadsBasedOnSize.addAll(workloadQueue);
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobReaderFactory.java
deleted file mode 100644
index 27e1b02..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/AzureBlobReaderFactory.java
+++ /dev/null
@@ -1,73 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.azure;
-
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-
-import org.apache.asterix.external.input.record.reader.stream.StreamRecordReaderFactory;
-import org.apache.asterix.external.provider.StreamRecordReaderProvider;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.api.application.IServiceContext;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.api.exceptions.IWarningCollector;
-
-public class AzureBlobReaderFactory extends StreamRecordReaderFactory {
-
-    private static final long serialVersionUID = 1L;
-
-    private static final List<String> recordReaderNames =
-            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_BLOB);
-
-    @Override
-    public List<String> getRecordReaderNames() {
-        return recordReaderNames;
-    }
-
-    @Override
-    public DataSourceType getDataSourceType() {
-        return DataSourceType.RECORDS;
-    }
-
-    @Override
-    public Class<?> getRecordClass() {
-        return char[].class;
-    }
-
-    @Override
-    public AlgebricksAbsolutePartitionConstraint getPartitionConstraint() throws AlgebricksException {
-        return streamFactory.getPartitionConstraint();
-    }
-
-    @Override
-    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
-            throws AlgebricksException, HyracksDataException {
-        this.configuration = configuration;
-
-        // Stream factory
-        streamFactory = new AzureBlobInputStreamFactory();
-        streamFactory.configure(ctx, configuration, warningCollector);
-
-        // record reader
-        recordReaderClazz = StreamRecordReaderProvider.getRecordReaderClazz(configuration);
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStream.java
new file mode 100644
index 0000000..cdb3834
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStream.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.blob;
+
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+import java.util.zip.GZIPInputStream;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStream;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.LogRedactionUtil;
+
+import com.azure.storage.blob.BlobClient;
+import com.azure.storage.blob.BlobContainerClient;
+import com.azure.storage.blob.BlobServiceClient;
+import com.azure.storage.blob.models.BlobErrorCode;
+import com.azure.storage.blob.models.BlobStorageException;
+
+public class AzureBlobInputStream extends AbstractExternalInputStream {
+
+    private final BlobServiceClient client;
+    private final String container;
+
+    public AzureBlobInputStream(IApplicationContext appCtx, Map<String, String> configuration, List<String> filePaths)
+            throws HyracksDataException {
+        super(configuration, filePaths);
+        this.client = buildAzureClient(appCtx, configuration);
+        this.container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+    }
+
+    @Override
+    protected boolean getInputStream() throws IOException {
+        String fileName = filePaths.get(nextFileIndex);
+        BlobContainerClient blobContainerClient;
+        BlobClient blob;
+        try {
+            blobContainerClient = client.getBlobContainerClient(container);
+            blob = blobContainerClient.getBlobClient(filePaths.get(nextFileIndex));
+            in = blob.openInputStream();
+
+            // Use gzip stream if needed
+            String lowerCaseFileName = fileName.toLowerCase();
+            if (lowerCaseFileName.endsWith(".gz") || lowerCaseFileName.endsWith(".gzip")) {
+                in = new GZIPInputStream(in, ExternalDataConstants.DEFAULT_BUFFER_SIZE);
+            }
+        } catch (BlobStorageException ex) {
+            if (ex.getErrorCode().equals(BlobErrorCode.BLOB_NOT_FOUND)) {
+                LOGGER.debug(() -> "Key " + LogRedactionUtil.userData(filePaths.get(nextFileIndex)) + " was not "
+                        + "found in container " + container);
+                return false;
+            } else {
+                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        } catch (Exception ex) {
+            throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+        }
+
+        return true;
+    }
+
+    private BlobServiceClient buildAzureClient(IApplicationContext appCtx, Map<String, String> configuration)
+            throws HyracksDataException {
+        try {
+            return ExternalDataUtils.Azure.buildAzureBlobClient(appCtx, configuration);
+        } catch (CompilationException ex) {
+            throw HyracksDataException.create(ex);
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStreamFactory.java
new file mode 100644
index 0000000..064b319
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobInputStreamFactory.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.blob;
+
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.external.api.AsterixInputStream;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+import com.azure.storage.blob.BlobServiceClient;
+import com.azure.storage.blob.models.BlobItem;
+
+public class AzureBlobInputStreamFactory extends AbstractExternalInputStreamFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public AsterixInputStream createInputStream(IHyracksTaskContext ctx, int partition) throws HyracksDataException {
+        IApplicationContext appCtx =
+                (IApplicationContext) ctx.getJobletContext().getServiceContext().getApplicationContext();
+        return new AzureBlobInputStream(appCtx, configuration,
+                partitionWorkLoadsBasedOnSize.get(partition).getFilePaths());
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException {
+        super.configure(ctx, configuration, warningCollector);
+
+        IApplicationContext appCtx = (IApplicationContext) ctx.getApplicationContext();
+        // Ensure the validity of include/exclude
+        ExternalDataUtils.validateIncludeExclude(configuration);
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
+        BlobServiceClient blobServiceClient = ExternalDataUtils.Azure.buildAzureBlobClient(appCtx, configuration);
+        List<BlobItem> filesOnly = ExternalDataUtils.Azure.listBlobItems(blobServiceClient, configuration,
+                includeExcludeMatcher, warningCollector);
+
+        // Distribute work load amongst the partitions
+        distributeWorkLoad(filesOnly, getPartitionsCount());
+    }
+
+    /**
+     * To efficiently utilize the parallelism, work load will be distributed amongst the partitions based on the file
+     * size.
+     * <p>
+     * Example:
+     * File1 1mb, File2 300kb, File3 300kb, File4 300kb
+     * <p>
+     * Distribution:
+     * Partition1: [File1]
+     * Partition2: [File2, File3, File4]
+     *
+     * @param items           items
+     * @param partitionsCount Partitions count
+     */
+    private void distributeWorkLoad(List<BlobItem> items, int partitionsCount) {
+        PriorityQueue<PartitionWorkLoadBasedOnSize> workloadQueue = new PriorityQueue<>(partitionsCount,
+                Comparator.comparingLong(PartitionWorkLoadBasedOnSize::getTotalSize));
+
+        // Prepare the workloads based on the number of partitions
+        for (int i = 0; i < partitionsCount; i++) {
+            workloadQueue.add(new PartitionWorkLoadBasedOnSize());
+        }
+
+        for (BlobItem object : items) {
+            PartitionWorkLoadBasedOnSize workload = workloadQueue.poll();
+            workload.addFilePath(object.getName(), object.getProperties().getContentLength());
+            workloadQueue.add(workload);
+        }
+        partitionWorkLoadsBasedOnSize.addAll(workloadQueue);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobReaderFactory.java
new file mode 100644
index 0000000..525ee63
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/blob/AzureBlobReaderFactory.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.blob;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.asterix.external.input.record.reader.stream.StreamRecordReaderFactory;
+import org.apache.asterix.external.provider.StreamRecordReaderProvider;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+public class AzureBlobReaderFactory extends StreamRecordReaderFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_BLOB);
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public DataSourceType getDataSourceType() {
+        return DataSourceType.RECORDS;
+    }
+
+    @Override
+    public Class<?> getRecordClass() {
+        return char[].class;
+    }
+
+    @Override
+    public AlgebricksAbsolutePartitionConstraint getPartitionConstraint() throws AlgebricksException {
+        return streamFactory.getPartitionConstraint();
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException, HyracksDataException {
+        this.configuration = configuration;
+
+        // Stream factory
+        streamFactory = new AzureBlobInputStreamFactory();
+        streamFactory.configure(ctx, configuration, warningCollector);
+
+        // record reader
+        recordReaderClazz = StreamRecordReaderProvider.getRecordReaderClazz(configuration);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStream.java
new file mode 100644
index 0000000..e34d188
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStream.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.datalake;
+
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+import java.util.zip.GZIPInputStream;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStream;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.LogRedactionUtil;
+
+import com.azure.storage.blob.models.BlobErrorCode;
+import com.azure.storage.blob.models.BlobStorageException;
+import com.azure.storage.file.datalake.DataLakeFileClient;
+import com.azure.storage.file.datalake.DataLakeFileSystemClient;
+import com.azure.storage.file.datalake.DataLakeServiceClient;
+
+public class AzureDataLakeInputStream extends AbstractExternalInputStream {
+
+    private final DataLakeServiceClient client;
+    private final String container;
+
+    public AzureDataLakeInputStream(IApplicationContext appCtx, Map<String, String> configuration,
+            List<String> filePaths) throws HyracksDataException {
+        super(configuration, filePaths);
+        this.client = buildAzureClient(appCtx, configuration);
+        this.container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+    }
+
+    @Override
+    protected boolean getInputStream() throws IOException {
+        String fileName = filePaths.get(nextFileIndex);
+        DataLakeFileSystemClient fileSystemClient;
+        DataLakeFileClient fileClient;
+        try {
+            fileSystemClient = client.getFileSystemClient(container);
+            fileClient = fileSystemClient.getFileClient(filePaths.get(nextFileIndex));
+            in = fileClient.openInputStream().getInputStream();
+
+            // Use gzip stream if needed
+            String lowerCaseFileName = fileName.toLowerCase();
+            if (lowerCaseFileName.endsWith(".gz") || lowerCaseFileName.endsWith(".gzip")) {
+                in = new GZIPInputStream(in, ExternalDataConstants.DEFAULT_BUFFER_SIZE);
+            }
+        } catch (BlobStorageException ex) {
+            if (ex.getErrorCode().equals(BlobErrorCode.BLOB_NOT_FOUND)) {
+                LOGGER.debug(() -> "Key " + LogRedactionUtil.userData(filePaths.get(nextFileIndex)) + " was not "
+                        + "found in container " + container);
+                return false;
+            } else {
+                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        } catch (Exception ex) {
+            throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+        }
+
+        return true;
+    }
+
+    private DataLakeServiceClient buildAzureClient(IApplicationContext appCtx, Map<String, String> configuration)
+            throws HyracksDataException {
+        try {
+            return ExternalDataUtils.Azure.buildAzureDatalakeClient(appCtx, configuration);
+        } catch (CompilationException ex) {
+            throw HyracksDataException.create(ex);
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStreamFactory.java
new file mode 100644
index 0000000..e9f8d4c
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeInputStreamFactory.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.datalake;
+
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.external.api.AsterixInputStream;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+import com.azure.storage.file.datalake.DataLakeServiceClient;
+import com.azure.storage.file.datalake.models.PathItem;
+
+public class AzureDataLakeInputStreamFactory extends AbstractExternalInputStreamFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public AsterixInputStream createInputStream(IHyracksTaskContext ctx, int partition) throws HyracksDataException {
+        IApplicationContext appCtx =
+                (IApplicationContext) ctx.getJobletContext().getServiceContext().getApplicationContext();
+        return new AzureDataLakeInputStream(appCtx, configuration,
+                partitionWorkLoadsBasedOnSize.get(partition).getFilePaths());
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException {
+        super.configure(ctx, configuration, warningCollector);
+
+        IApplicationContext appCtx = (IApplicationContext) ctx.getApplicationContext();
+        // Ensure the validity of include/exclude
+        ExternalDataUtils.validateIncludeExclude(configuration);
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
+        DataLakeServiceClient client = ExternalDataUtils.Azure.buildAzureDatalakeClient(appCtx, configuration);
+        List<PathItem> filesOnly = ExternalDataUtils.Azure.listDatalakePathItems(client, configuration,
+                includeExcludeMatcher, warningCollector);
+
+        // Distribute work load amongst the partitions
+        distributeWorkLoad(filesOnly, getPartitionsCount());
+    }
+
+    /**
+     * To efficiently utilize the parallelism, work load will be distributed amongst the partitions based on the file
+     * size.
+     * <p>
+     * Example:
+     * File1 1mb, File2 300kb, File3 300kb, File4 300kb
+     * <p>
+     * Distribution:
+     * Partition1: [File1]
+     * Partition2: [File2, File3, File4]
+     *
+     * @param items           items
+     * @param partitionsCount Partitions count
+     */
+    private void distributeWorkLoad(List<PathItem> items, int partitionsCount) {
+        PriorityQueue<PartitionWorkLoadBasedOnSize> workloadQueue = new PriorityQueue<>(partitionsCount,
+                Comparator.comparingLong(PartitionWorkLoadBasedOnSize::getTotalSize));
+
+        // Prepare the workloads based on the number of partitions
+        for (int i = 0; i < partitionsCount; i++) {
+            workloadQueue.add(new PartitionWorkLoadBasedOnSize());
+        }
+
+        for (PathItem object : items) {
+            PartitionWorkLoadBasedOnSize workload = workloadQueue.poll();
+            workload.addFilePath(object.getName(), object.getContentLength());
+            workloadQueue.add(workload);
+        }
+        partitionWorkLoadsBasedOnSize.addAll(workloadQueue);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeReaderFactory.java
new file mode 100644
index 0000000..594bacf
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/datalake/AzureDataLakeReaderFactory.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.datalake;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.asterix.external.input.record.reader.stream.StreamRecordReaderFactory;
+import org.apache.asterix.external.provider.StreamRecordReaderProvider;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+public class AzureDataLakeReaderFactory extends StreamRecordReaderFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_DATA_LAKE);
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public DataSourceType getDataSourceType() {
+        return DataSourceType.RECORDS;
+    }
+
+    @Override
+    public Class<?> getRecordClass() {
+        return char[].class;
+    }
+
+    @Override
+    public AlgebricksAbsolutePartitionConstraint getPartitionConstraint() throws AlgebricksException {
+        return streamFactory.getPartitionConstraint();
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException, HyracksDataException {
+        this.configuration = configuration;
+
+        // Stream factory
+        streamFactory = new AzureDataLakeInputStreamFactory();
+        streamFactory.configure(ctx, configuration, warningCollector);
+
+        // record reader
+        recordReaderClazz = StreamRecordReaderProvider.getRecordReaderClazz(configuration);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureBlobParquetReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureBlobParquetReaderFactory.java
new file mode 100644
index 0000000..c2251df
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureBlobParquetReaderFactory.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.parquet;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.external.input.HDFSDataSourceFactory;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory.IncludeExcludeMatcher;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+import com.azure.storage.blob.BlobServiceClient;
+import com.azure.storage.blob.models.BlobItem;
+
+public class AzureBlobParquetReaderFactory extends HDFSDataSourceFactory {
+    private static final long serialVersionUID = -6140824803254158253L;
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_BLOB);
+
+    @Override
+    public void configure(IServiceContext serviceCtx, Map<String, String> configuration,
+            IWarningCollector warningCollector) throws AlgebricksException, HyracksDataException {
+        IApplicationContext appCtx = (IApplicationContext) serviceCtx.getApplicationContext();
+        BlobServiceClient blobServiceClient = ExternalDataUtils.Azure.buildAzureBlobClient(appCtx, configuration);
+        //Get endpoint
+        String endPoint = extractEndPoint(blobServiceClient.getAccountUrl());
+        //Get path
+        String path = buildPathURIs(configuration, warningCollector, blobServiceClient, endPoint);
+        //Put Azure configurations to AsterixDB's Hadoop configuration
+        putAzureBlobConfToHadoopConf(configuration, path);
+
+        //Configure Hadoop Azure input splits
+        JobConf conf = createHdfsConf(serviceCtx, configuration);
+        ExternalDataUtils.Azure.configureAzureHdfsJobConf(conf, configuration, endPoint);
+        configureHdfsConf(conf, configuration);
+    }
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public Set<String> getReaderSupportedFormats() {
+        return Collections.singleton(ExternalDataConstants.FORMAT_PARQUET);
+    }
+
+    /**
+     * Prepare Hadoop configurations to read parquet files
+     *
+     * @param path Comma-delimited paths
+     */
+    private static void putAzureBlobConfToHadoopConf(Map<String, String> configuration, String path) {
+        configuration.put(ExternalDataConstants.KEY_PATH, path);
+        configuration.put(ExternalDataConstants.KEY_INPUT_FORMAT, ExternalDataConstants.INPUT_FORMAT_PARQUET);
+        configuration.put(ExternalDataConstants.KEY_PARSER, ExternalDataConstants.FORMAT_NOOP);
+    }
+
+    /**
+     * Build Azure Blob Storage path-style for the requested files
+     *
+     * @param configuration    properties
+     * @param warningCollector warning collector
+     * @return Comma-delimited paths (e.g., "wasbs://container@accountName.blob.core.windows.net/file1.parquet,
+     * wasbs://container@accountName.blob.core.windows.net/file2.parquet")
+     * @throws CompilationException Compilation exception
+     */
+    private static String buildPathURIs(Map<String, String> configuration, IWarningCollector warningCollector,
+            BlobServiceClient blobServiceClient, String endPoint) throws CompilationException {
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
+        List<BlobItem> filesOnly = ExternalDataUtils.Azure.listBlobItems(blobServiceClient, configuration,
+                includeExcludeMatcher, warningCollector);
+
+        StringBuilder builder = new StringBuilder();
+        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+
+        if (!filesOnly.isEmpty()) {
+            appendFileURI(builder, container, endPoint, filesOnly.get(0));
+            for (int i = 1; i < filesOnly.size(); i++) {
+                builder.append(',');
+                appendFileURI(builder, container, endPoint, filesOnly.get(i));
+            }
+        }
+
+        return builder.toString();
+    }
+
+    private static String extractEndPoint(String uri) {
+        //The URI is in the form http(s)://<accountName>.blob.core.windows.net
+        //We need to Remove the protocol (i.e., http(s)://) from the URI
+        return uri.substring(uri.indexOf("//") + "//".length());
+    }
+
+    private static void appendFileURI(StringBuilder builder, String container, String endPoint, BlobItem file) {
+        builder.append(ExternalDataConstants.Azure.HADOOP_AZURE_BLOB_PROTOCOL);
+        builder.append("://");
+        builder.append(container);
+        builder.append('@');
+        builder.append(endPoint);
+        builder.append('/');
+        builder.append(file.getName());
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureDataLakeParquetReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureDataLakeParquetReaderFactory.java
new file mode 100644
index 0000000..db87868
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/azure/parquet/AzureDataLakeParquetReaderFactory.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.azure.parquet;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.asterix.common.api.IApplicationContext;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.external.input.HDFSDataSourceFactory;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory.IncludeExcludeMatcher;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+import com.azure.storage.file.datalake.DataLakeServiceClient;
+import com.azure.storage.file.datalake.models.PathItem;
+
+public class AzureDataLakeParquetReaderFactory extends HDFSDataSourceFactory {
+    private static final long serialVersionUID = -6140824803254158253L;
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_DATA_LAKE);
+
+    @Override
+    public void configure(IServiceContext serviceCtx, Map<String, String> configuration,
+            IWarningCollector warningCollector) throws AlgebricksException, HyracksDataException {
+        IApplicationContext appCtx = (IApplicationContext) serviceCtx.getApplicationContext();
+        DataLakeServiceClient dataLakeServiceClient =
+                ExternalDataUtils.Azure.buildAzureDatalakeClient(appCtx, configuration);
+
+        //Get endpoint
+        String endPoint = extractEndPoint(dataLakeServiceClient.getAccountUrl());
+
+        //Get path
+        String path = buildPathURIs(configuration, warningCollector, dataLakeServiceClient, endPoint);
+
+        //Put Azure configurations to AsterixDB's Hadoop configuration
+        putAzureDataLakeConfToHadoopConf(configuration, path);
+
+        //Configure Hadoop Azure input splits
+        JobConf conf = createHdfsConf(serviceCtx, configuration);
+        ExternalDataUtils.Azure.configureAzureHdfsJobConf(conf, configuration, endPoint);
+        configureHdfsConf(conf, configuration);
+    }
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public Set<String> getReaderSupportedFormats() {
+        return Collections.singleton(ExternalDataConstants.FORMAT_PARQUET);
+    }
+
+    /**
+     * Prepare Hadoop configurations to read parquet files
+     *
+     * @param path Comma-delimited paths
+     */
+    private static void putAzureDataLakeConfToHadoopConf(Map<String, String> configuration, String path) {
+        configuration.put(ExternalDataConstants.KEY_PATH, path);
+        configuration.put(ExternalDataConstants.KEY_INPUT_FORMAT, ExternalDataConstants.INPUT_FORMAT_PARQUET);
+        configuration.put(ExternalDataConstants.KEY_PARSER, ExternalDataConstants.FORMAT_NOOP);
+    }
+
+    /**
+     * Build Azure Datalake Storage path-style for the requested files
+     *
+     * @param configuration    properties
+     * @param warningCollector warning collector
+     * @return Comma-delimited paths (e.g., "abfss://<container-name>@<accountName>.dfs.core.windows.net/file1.parquet,
+     * abfss://<container-name>@<accountName>.dfs.core.windows.net//file2.parquet")
+     * @throws CompilationException Compilation exception
+     */
+    private static String buildPathURIs(Map<String, String> configuration, IWarningCollector warningCollector,
+            DataLakeServiceClient dataLakeServiceClient, String endPoint) throws CompilationException {
+        IncludeExcludeMatcher includeExcludeMatcher = ExternalDataUtils.getIncludeExcludeMatchers(configuration);
+        List<PathItem> filesOnly = ExternalDataUtils.Azure.listDatalakePathItems(dataLakeServiceClient, configuration,
+                includeExcludeMatcher, warningCollector);
+
+        StringBuilder builder = new StringBuilder();
+        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+
+        if (!filesOnly.isEmpty()) {
+            appendFileURI(builder, container, endPoint, filesOnly.get(0));
+            for (int i = 1; i < filesOnly.size(); i++) {
+                builder.append(',');
+                appendFileURI(builder, container, endPoint, filesOnly.get(i));
+            }
+        }
+
+        return builder.toString();
+    }
+
+    private static String extractEndPoint(String uri) {
+        //The URI is in the form http(s)://<accountName>.dfs.core.windows.net
+        //We need to Remove the protocol (i.e., http(s)://) from the URI
+        return uri.substring(uri.indexOf("//") + "//".length());
+    }
+
+    private static void appendFileURI(StringBuilder builder, String container, String endPoint, PathItem file) {
+        builder.append(ExternalDataConstants.Azure.HADOOP_AZURE_DATALAKE_PROTOCOL);
+        builder.append("://");
+        builder.append(container);
+        builder.append('@');
+        builder.append(endPoint);
+        builder.append('/');
+        builder.append(file.getName());
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStream.java
new file mode 100644
index 0000000..652fa3e
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStream.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.gcs;
+
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
+
+import java.io.ByteArrayInputStream;
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.zip.GZIPInputStream;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStream;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.util.CleanupUtils;
+import org.apache.hyracks.util.LogRedactionUtil;
+
+import com.google.cloud.BaseServiceException;
+import com.google.cloud.storage.Blob;
+import com.google.cloud.storage.BlobId;
+import com.google.cloud.storage.Storage;
+
+public class GCSInputStream extends AbstractExternalInputStream {
+
+    private final Storage client;
+    private final String container;
+    private static final int MAX_RETRIES = 5; // We will retry 5 times in case of retryable errors
+
+    public GCSInputStream(Map<String, String> configuration, List<String> filePaths) throws HyracksDataException {
+        super(configuration, filePaths);
+        this.client = buildClient(configuration);
+        this.container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+    }
+
+    @Override
+    protected boolean getInputStream() throws IOException {
+        String fileName = filePaths.get(nextFileIndex);
+
+        // Have a reference to the input stream to ensure that if GZipInputStream causes an IOException because of
+        // reading the header, then the input stream gets closed in the close method
+        if (!doGetInputStream(fileName)) {
+            return false;
+        }
+
+        // Use gzip stream if needed
+        if (StringUtils.endsWithIgnoreCase(fileName, ".gz") || StringUtils.endsWithIgnoreCase(fileName, ".gzip")) {
+            in = new GZIPInputStream(in, ExternalDataConstants.DEFAULT_BUFFER_SIZE);
+        }
+        return true;
+    }
+
+    /**
+     * Get the input stream. If an error is encountered, depending on the error, a retry might be favorable.
+     *
+     * @return true
+     */
+    private boolean doGetInputStream(String fileName) throws RuntimeDataException {
+        int retries = 0;
+        BlobId blobId = BlobId.of(container, fileName);
+
+        while (retries < MAX_RETRIES) {
+            try {
+                Blob blob = client.get(blobId);
+                if (blob == null) {
+                    // Object not found
+                    LOGGER.debug(() -> "Key " + LogRedactionUtil.userData(fileName) + " was not found in container "
+                            + container);
+                    return false;
+                }
+                in = new ByteArrayInputStream(blob.getContent());
+                break;
+            } catch (BaseServiceException ex) {
+                if (!shouldRetry(retries++) && ex.isRetryable()) {
+                    throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+                }
+                LOGGER.debug(() -> "Retryable error: " + LogRedactionUtil.userData(ex.getMessage()));
+
+                // Backoff for 1 sec for the first 2 retries, and 2 seconds from there onward
+                try {
+                    Thread.sleep(TimeUnit.SECONDS.toMillis(retries < 3 ? 1 : 2));
+                } catch (InterruptedException e) {
+                    Thread.currentThread().interrupt();
+                }
+            } catch (Exception ex) {
+                throw new RuntimeDataException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        }
+        return true;
+    }
+
+    private boolean shouldRetry(int currentRetry) {
+        return currentRetry < MAX_RETRIES;
+    }
+
+    @Override
+    public void close() throws IOException {
+        if (in != null) {
+            CleanupUtils.close(in, null);
+        }
+    }
+
+    @Override
+    public boolean stop() {
+        try {
+            close();
+        } catch (IOException e) {
+            // Ignore
+        }
+        return false;
+    }
+
+    private Storage buildClient(Map<String, String> configuration) throws HyracksDataException {
+        try {
+            return ExternalDataUtils.GCS.buildClient(configuration);
+        } catch (CompilationException ex) {
+            throw HyracksDataException.create(ex);
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStreamFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStreamFactory.java
new file mode 100644
index 0000000..0e7ea90
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSInputStreamFactory.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.gcs;
+
+import static org.apache.asterix.external.util.ExternalDataUtils.getIncludeExcludeMatchers;
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
+
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.function.BiPredicate;
+import java.util.regex.Matcher;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.external.api.AsterixInputStream;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.Warning;
+
+import com.google.api.gax.paging.Page;
+import com.google.cloud.BaseServiceException;
+import com.google.cloud.storage.Blob;
+import com.google.cloud.storage.Storage;
+
+public class GCSInputStreamFactory extends AbstractExternalInputStreamFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public AsterixInputStream createInputStream(IHyracksTaskContext ctx, int partition) throws HyracksDataException {
+        return new GCSInputStream(configuration, partitionWorkLoadsBasedOnSize.get(partition).getFilePaths());
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException {
+        super.configure(ctx, configuration, warningCollector);
+
+        // Ensure the validity of include/exclude
+        ExternalDataUtils.validateIncludeExclude(configuration);
+
+        // Prepare to retrieve the objects
+        List<Blob> filesOnly = new ArrayList<>();
+        String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+        Storage gcs = ExternalDataUtils.GCS.buildClient(configuration);
+        Storage.BlobListOption options = Storage.BlobListOption.prefix(ExternalDataUtils.getPrefix(configuration));
+        Page<Blob> items;
+
+        try {
+            items = gcs.list(container, options);
+        } catch (BaseServiceException ex) {
+            throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+        }
+
+        // Collect the paths to files only
+        IncludeExcludeMatcher includeExcludeMatcher = getIncludeExcludeMatchers(configuration);
+        collectAndFilterFiles(items, includeExcludeMatcher.getPredicate(), includeExcludeMatcher.getMatchersList(),
+                filesOnly);
+
+        // Warn if no files are returned
+        if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
+            Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+            warningCollector.warn(warning);
+        }
+
+        // Distribute work load amongst the partitions
+        distributeWorkLoad(filesOnly, getPartitionsCount());
+    }
+
+    /**
+     * AWS S3 returns all the objects as paths, not differentiating between folder and files. The path is considered
+     * a file if it does not end up with a "/" which is the separator in a folder structure.
+     *
+     * @param items List of returned objects
+     */
+    private void collectAndFilterFiles(Page<Blob> items, BiPredicate<List<Matcher>, String> predicate,
+            List<Matcher> matchers, List<Blob> filesOnly) {
+        for (Blob item : items.iterateAll()) {
+            // skip folders
+            if (item.getName().endsWith("/")) {
+                continue;
+            }
+
+            // No filter, add file
+            if (predicate.test(matchers, item.getName())) {
+                filesOnly.add(item);
+            }
+        }
+    }
+
+    /**
+     * To efficiently utilize the parallelism, work load will be distributed amongst the partitions based on the file
+     * size.
+     *
+     * Example:
+     * File1 1mb, File2 300kb, File3 300kb, File4 300kb
+     *
+     * Distribution:
+     * Partition1: [File1]
+     * Partition2: [File2, File3, File4]
+     *
+     * @param items items
+     * @param partitionsCount Partitions count
+     */
+    private void distributeWorkLoad(List<Blob> items, int partitionsCount) {
+        PriorityQueue<PartitionWorkLoadBasedOnSize> workloadQueue = new PriorityQueue<>(partitionsCount,
+                Comparator.comparingLong(PartitionWorkLoadBasedOnSize::getTotalSize));
+
+        // Prepare the workloads based on the number of partitions
+        for (int i = 0; i < partitionsCount; i++) {
+            workloadQueue.add(new PartitionWorkLoadBasedOnSize());
+        }
+
+        for (Blob item : items) {
+            PartitionWorkLoadBasedOnSize workload = workloadQueue.poll();
+            workload.addFilePath(item.getName(), item.getSize());
+            workloadQueue.add(workload);
+        }
+        partitionWorkLoadsBasedOnSize.addAll(workloadQueue);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSReaderFactory.java
new file mode 100644
index 0000000..ca42892
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/gcs/GCSReaderFactory.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.gcs;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.asterix.external.input.record.reader.stream.StreamRecordReaderFactory;
+import org.apache.asterix.external.provider.StreamRecordReaderProvider;
+import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.application.IServiceContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+
+public class GCSReaderFactory extends StreamRecordReaderFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final List<String> recordReaderNames =
+            Collections.singletonList(ExternalDataConstants.KEY_ADAPTER_NAME_GCS);
+
+    @Override
+    public List<String> getRecordReaderNames() {
+        return recordReaderNames;
+    }
+
+    @Override
+    public DataSourceType getDataSourceType() {
+        return DataSourceType.RECORDS;
+    }
+
+    @Override
+    public Class<?> getRecordClass() {
+        return char[].class;
+    }
+
+    @Override
+    public AlgebricksAbsolutePartitionConstraint getPartitionConstraint() throws AlgebricksException {
+        return streamFactory.getPartitionConstraint();
+    }
+
+    @Override
+    public void configure(IServiceContext ctx, Map<String, String> configuration, IWarningCollector warningCollector)
+            throws AlgebricksException, HyracksDataException {
+        this.configuration = configuration;
+
+        // Stream factory
+        streamFactory = new GCSInputStreamFactory();
+        streamFactory.configure(ctx, configuration, warningCollector);
+
+        // record reader
+        recordReaderClazz = StreamRecordReaderProvider.getRecordReaderClazz(configuration);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/HDFSLookupReaderFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/HDFSLookupReaderFactory.java
index 8b258e4..75d431d 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/HDFSLookupReaderFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/HDFSLookupReaderFactory.java
@@ -96,8 +96,6 @@
                 return (ILookupRecordReader<? extends T>) new TextLookupReader(snapshotAccessor, fs, conf);
             case ExternalDataConstants.INPUT_FORMAT_SEQUENCE:
                 return (ILookupRecordReader<? extends T>) new SequenceLookupReader(snapshotAccessor, fs, conf);
-            case ExternalDataConstants.INPUT_FORMAT_RC:
-                return (ILookupRecordReader<? extends T>) new RCLookupReader(snapshotAccessor, fs, conf);
             default:
                 throw new HyracksDataException("Unrecognised input format: " + inputFormatParameter);
         }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/RCLookupReader.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/RCLookupReader.java
deleted file mode 100644
index c878e03..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/RCLookupReader.java
+++ /dev/null
@@ -1,93 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs;
-
-import java.io.IOException;
-
-import org.apache.asterix.external.api.IRawRecord;
-import org.apache.asterix.external.indexing.ExternalFileIndexAccessor;
-import org.apache.asterix.external.indexing.RecordId;
-import org.apache.asterix.external.input.record.GenericRecord;
-import org.apache.asterix.hivecompat.io.RCFile.Reader;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.serde2.columnar.BytesRefArrayWritable;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.Writable;
-import org.apache.logging.log4j.LogManager;
-import org.apache.logging.log4j.Logger;
-
-public class RCLookupReader extends AbstractHDFSLookupRecordReader<BytesRefArrayWritable> {
-    public RCLookupReader(ExternalFileIndexAccessor snapshotAccessor, FileSystem fs, Configuration conf) {
-        super(snapshotAccessor, fs, conf);
-    }
-
-    private static final Logger LOGGER = LogManager.getLogger();
-    private Reader reader;
-    private LongWritable key = new LongWritable();
-    private BytesRefArrayWritable value = new BytesRefArrayWritable();
-    private GenericRecord<BytesRefArrayWritable> record = new GenericRecord<BytesRefArrayWritable>();
-    private long offset;
-    private int row;
-
-    @Override
-    public Class<?> getRecordClass() throws IOException {
-        return Writable.class;
-    }
-
-    @Override
-    protected IRawRecord<BytesRefArrayWritable> lookup(RecordId rid) throws IOException {
-        if (rid.getOffset() != offset) {
-            offset = rid.getOffset();
-            if (reader.getPosition() != offset)
-                reader.seek(offset);
-            reader.resetBuffer();
-            row = -1;
-        }
-
-        // skip rows to the record row
-        while (row < rid.getRow()) {
-            reader.next(key);
-            reader.getCurrentRow(value);
-            row++;
-        }
-        record.set(value);
-        return record;
-    }
-
-    @Override
-    protected void closeFile() {
-        if (reader == null) {
-            return;
-        }
-        try {
-            reader.close();
-        } catch (Exception e) {
-            LOGGER.warn("Error closing HDFS file", e);
-        }
-    }
-
-    @Override
-    protected void openFile() throws IllegalArgumentException, IOException {
-        reader = new Reader(fs, new Path(file.getFileName()), conf);
-        offset = -1;
-        row = -1;
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AbstractComplexConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AbstractComplexConverter.java
deleted file mode 100644
index 81b61f8..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AbstractComplexConverter.java
+++ /dev/null
@@ -1,153 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.DataOutput;
-
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.hyracks.data.std.api.IMutableValueStorage;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.parquet.io.api.Converter;
-import org.apache.parquet.io.api.GroupConverter;
-import org.apache.parquet.schema.GroupType;
-import org.apache.parquet.schema.OriginalType;
-import org.apache.parquet.schema.Type;
-import org.apache.parquet.schema.Type.Repetition;
-
-abstract class AbstractComplexConverter extends GroupConverter implements IFieldValue {
-    protected final AbstractComplexConverter parent;
-    private final IValueReference fieldName;
-    private final int index;
-    private final Converter[] converters;
-    protected final ParserContext context;
-    protected IMutableValueStorage tempStorage;
-
-    public AbstractComplexConverter(AbstractComplexConverter parent, int index, GroupType parquetType,
-            ParserContext context) {
-        this(parent, null, index, parquetType, context);
-    }
-
-    public AbstractComplexConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
-            GroupType parquetType, ParserContext context) {
-        this.parent = parent;
-        this.fieldName = fieldName;
-        this.index = index;
-        this.context = context;
-        converters = new Converter[parquetType.getFieldCount()];
-        for (int i = 0; i < parquetType.getFieldCount(); i++) {
-            final Type type = parquetType.getType(i);
-            if (type.isPrimitive()) {
-                converters[i] = createAtomicConverter(parquetType, i);
-            } else if (type.getOriginalType() == OriginalType.LIST) {
-                converters[i] = createArrayConverter(parquetType, i);
-            } else if (type.getRepetition() == Repetition.REPEATED) {
-                converters[i] = createRepeatedConverter(parquetType, i);
-            } else {
-                converters[i] = createObjectConverter(parquetType, i);
-            }
-        }
-    }
-
-    /**
-     * Add child value (the caller is the child itself)
-     *
-     * @param value Child value
-     */
-    protected abstract void addValue(IFieldValue value);
-
-    protected abstract AtomicConverter createAtomicConverter(GroupType type, int index);
-
-    protected abstract ArrayConverter createArrayConverter(GroupType type, int index);
-
-    protected abstract ObjectConverter createObjectConverter(GroupType type, int index);
-
-    /**
-     * Parquet file created by (old) Avro writer treat repeated values differently from files created by Spark.
-     * Example:
-     * Let us consider the object <pre>{"urls":[{"display_url": "string", "expanded_url": "string"}]}</pre>
-     *
-     * @formatter:off
-     *
-     * In Avro:
-     * optional group urls (LIST) {
-     *    // if number of fields > 1, then should be treated as array of objects
-     *    repeated group array {
-     *       optional binary display_url (UTF8);
-     *       optional binary expanded_url (UTF8);
-     *    }
-     * }
-     *
-     * In Spark:
-     * optional group urls (LIST) {
-     *    repeated group list {
-     *       // Similar to JSON, the object fields are placed in an inner group
-     *       optional group item {
-     *          optional binary display_url (UTF8);
-     *          optional binary expanded_url (UTF8);
-     *       }
-     *    }
-     * }
-     *
-     * @formatter:on
-     */
-    public AbstractComplexConverter createRepeatedConverter(GroupType type, int index) {
-        final GroupType arrayType = type.getType(index).asGroupType();
-        if (arrayType.getFieldCount() == 1) {
-            return new RepeatedConverter(this, index, arrayType, context);
-        }
-        return new ObjectConverter(this, index, arrayType, context);
-    }
-
-    @Override
-    public IValueReference getFieldName() {
-        return fieldName;
-    }
-
-    @Override
-    public int getIndex() {
-        return index;
-    }
-
-    @Override
-    public Converter getConverter(int fieldIndex) {
-        return converters[fieldIndex];
-    }
-
-    protected DataOutput getDataOutput() {
-        tempStorage.reset();
-        return tempStorage.getDataOutput();
-    }
-
-    protected IMutableValueStorage getValue() {
-        return tempStorage;
-    }
-
-    protected DataOutput getParentDataOutput() {
-        return parent.getDataOutput();
-    }
-
-    protected void addThisValueToParent() {
-        if (parent == null) {
-            //root
-            return;
-        }
-        parent.addValue(this);
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ArrayConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ArrayConverter.java
deleted file mode 100644
index 9e8da77..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ArrayConverter.java
+++ /dev/null
@@ -1,86 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.IOException;
-
-import org.apache.asterix.builders.IAsterixListBuilder;
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.parquet.schema.GroupType;
-
-class ArrayConverter extends AbstractComplexConverter {
-    private IAsterixListBuilder builder;
-
-    public ArrayConverter(AbstractComplexConverter parent, int index, GroupType parquetType, ParserContext context) {
-        super(parent, index, parquetType, context);
-    }
-
-    public ArrayConverter(AbstractComplexConverter parent, IValueReference fieldName, int index, GroupType parquetType,
-            ParserContext context) {
-        super(parent, fieldName, index, parquetType, context);
-    }
-
-    @Override
-    public void start() {
-        tempStorage = context.enterCollection();
-        builder = context.getCollectionBuilder(DefaultOpenFieldType.NESTED_OPEN_AORDERED_LIST_TYPE);
-    }
-
-    @Override
-    public void end() {
-        try {
-            builder.write(getParentDataOutput(), true);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        addThisValueToParent();
-        context.exitCollection(tempStorage, builder);
-        tempStorage = null;
-        builder = null;
-    }
-
-    @Override
-    protected void addValue(IFieldValue value) {
-        try {
-            builder.addItem(tempStorage);
-        } catch (HyracksDataException e) {
-            throw new IllegalStateException(e);
-        }
-    }
-
-    @Override
-    protected AtomicConverter createAtomicConverter(GroupType type, int index) {
-        return new AtomicConverter(this, index, context);
-    }
-
-    @Override
-    protected ArrayConverter createArrayConverter(GroupType type, int index) {
-        final GroupType arrayType = type.getType(index).asGroupType();
-        return new ArrayConverter(this, index, arrayType, context);
-    }
-
-    @Override
-    protected ObjectConverter createObjectConverter(GroupType type, int index) {
-        final GroupType objectType = type.getType(index).asGroupType();
-        return new ObjectConverter(this, index, objectType, context);
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixParquetRuntimeException.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixParquetRuntimeException.java
new file mode 100644
index 0000000..0ee342a
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixParquetRuntimeException.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class AsterixParquetRuntimeException extends RuntimeException {
+    private static final long serialVersionUID = 6896076874677689992L;
+    private final HyracksDataException hyracksDataException;
+
+    public AsterixParquetRuntimeException(HyracksDataException e) {
+        this.hyracksDataException = e;
+    }
+
+    public HyracksDataException getHyracksDataException() {
+        return hyracksDataException;
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixTypeToParquetTypeVisitor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixTypeToParquetTypeVisitor.java
new file mode 100644
index 0000000..7258359
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AsterixTypeToParquetTypeVisitor.java
@@ -0,0 +1,321 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet;
+
+import static org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve.PrimitiveConverterProvider.MISSING;
+
+import java.util.Map;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve.DecimalConverter;
+import org.apache.asterix.external.util.ExternalDataConstants.ParquetOptions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AbstractCollectionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.IATypeVisitor;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.LogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.DateLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.DecimalLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.IntLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.TimeLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.TimestampLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.UUIDLogicalTypeAnnotation;
+import org.apache.parquet.schema.MessageType;
+import org.apache.parquet.schema.PrimitiveType;
+import org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName;
+import org.apache.parquet.schema.Type;
+import org.apache.parquet.schema.Types;
+
+/**
+ * This visitor clips the filesSchema stored in Parquet using the expected type
+ */
+public class AsterixTypeToParquetTypeVisitor implements IATypeVisitor<Type, Type> {
+    public static final MessageType EMPTY_PARQUET_MESSAGE = Types.buildMessage().named("EMPTY");
+
+    private final ParquetConverterContext context;
+    private Map<String, FunctionCallInformation> funcInfo;
+
+    public AsterixTypeToParquetTypeVisitor(ParquetConverterContext context) {
+        this.context = context;
+    }
+
+    public MessageType clipType(ARecordType rootType, MessageType fileSchema,
+            Map<String, FunctionCallInformation> funcInfo) {
+        if (rootType == DataProjectionInfo.EMPTY_TYPE) {
+            return EMPTY_PARQUET_MESSAGE;
+        } else if (rootType == DataProjectionInfo.ALL_FIELDS_TYPE) {
+            return fileSchema;
+        }
+        Types.MessageTypeBuilder builder = Types.buildMessage();
+        this.funcInfo = funcInfo;
+        clipObjectChildren(builder, rootType, fileSchema);
+        return builder.named(fileSchema.getName());
+    }
+
+    @Override
+    public Type visit(ARecordType recordType, Type arg) {
+        //No LogicalTypeAnnotation for Object types
+        if (isNotCompatibleType(arg, recordType)) {
+            return MISSING;
+        }
+        Types.GroupBuilder<GroupType> builder = Types.buildGroup(arg.getRepetition());
+        if (clipObjectChildren(builder, recordType, arg) == 0) {
+            //If no fields where added, add MISSING as parquet does not allow empty objects.
+            builder.addField(MISSING);
+        }
+        return builder.named(arg.getName());
+    }
+
+    /**
+     * There are two ways for representing arrays using ProtoBuf schema see the example in
+     * {@link AbstractComplexConverter} for more information.
+     */
+    @Override
+    public Type visit(AbstractCollectionType collectionType, Type arg) {
+        if (isNotCompatibleType(arg, collectionType)) {
+            return MISSING;
+        }
+        GroupType arrayType = arg.asGroupType();
+        //There is only one child
+        Type childType = arrayType.getType(0);
+        if ("array".equals(childType.getName()) || childType.asGroupType().getFieldCount() > 1) {
+            //Handle Avro-like schema
+            return handleAvroArray(collectionType, arrayType);
+        }
+        //Handling spark-like schema
+        Types.ListBuilder<GroupType> builder = Types.list(arg.getRepetition());
+        //LIST items always wrapped in a group called list
+        childType = childType.asGroupType().getType(0);
+        Type requestedChildType = collectionType.getItemType().accept(this, childType);
+        //setElementType will wrap childType again in a group type
+        builder.setElementType(requestedChildType);
+        return builder.named(arg.getName());
+    }
+
+    private int clipObjectChildren(Types.GroupBuilder<?> builder, ARecordType recordType, Type arg) {
+        GroupType groupType = arg.asGroupType();
+        String[] fieldNames = recordType.getFieldNames();
+        IAType[] fieldTypes = recordType.getFieldTypes();
+        int numberOfAddedFields = 0;
+        for (int i = 0; i < fieldNames.length; i++) {
+            Type type = getType(groupType, fieldNames[i]);
+            Type childType = fieldTypes[i].accept(this, type);
+            if (childType != MISSING) {
+                //We only add non-MISSING children
+                builder.addField(childType);
+                numberOfAddedFields++;
+            }
+        }
+        return numberOfAddedFields;
+    }
+
+    private Type handleAvroArray(AbstractCollectionType collectionType, GroupType groupType) {
+        Types.GroupBuilder<GroupType> builder =
+                Types.buildGroup(groupType.getRepetition()).as(groupType.getLogicalTypeAnnotation());
+        //There is only one child
+        Type type = groupType.getType(0);
+        Type childType = collectionType.getItemType().accept(this, type);
+        builder.addField(childType);
+        return builder.named(groupType.getName());
+    }
+
+    @Override
+    public Type visit(AUnionType unionType, Type arg) {
+        if (arg.getLogicalTypeAnnotation() == LogicalTypeAnnotation.listType()) {
+            //Currently, only array type is supported
+            return unionType.getType(ATypeTag.ARRAY).accept(this, arg);
+        } else {
+            return unionType.getType(ATypeTag.OBJECT).accept(this, arg);
+        }
+    }
+
+    @Override
+    public Type visitFlat(IAType node, Type arg) {
+        return arg;
+    }
+
+    private boolean isNotCompatibleType(Type type, IAType node) {
+        if (type == MISSING) {
+            return true;
+        }
+        //typeName is unique
+        FunctionCallInformation info = funcInfo.get(node.getTypeName());
+        ATypeTag actualType = mapType(type, context, info.getSourceLocation());
+        ATypeTag expectedType = node.getTypeTag();
+
+        boolean isNotExpected = actualType != expectedType;
+        if (isNotExpected) {
+            //If no warning is created, then it means it has been reported
+            Warning warning = null;
+            if (actualType != ATypeTag.SYSTEM_NULL) {
+                warning = info.createTypeMismatchWarning(expectedType, actualType);
+            }
+            if (warning != null) {
+                //New warning that we saw for the first time. We should report it.
+                context.getWarnings().add(warning);
+            }
+        }
+        return isNotExpected;
+    }
+
+    /* ****************************************
+     * Type checking methods
+     * ****************************************
+     */
+
+    public static ATypeTag mapType(Type parquetType, ParquetConverterContext context, SourceLocation sourceLocation) {
+        LogicalTypeAnnotation typeAnnotation = parquetType.getLogicalTypeAnnotation();
+        if (!parquetType.isPrimitive()) {
+            if (typeAnnotation == null) {
+                return ATypeTag.OBJECT;
+            } else if (typeAnnotation == LogicalTypeAnnotation.listType()
+                    || typeAnnotation == LogicalTypeAnnotation.mapType()) {
+                return ATypeTag.ARRAY;
+            }
+        } else {
+            //Check other primitive types
+            PrimitiveType primitiveType = parquetType.asPrimitiveType();
+            switch (primitiveType.getPrimitiveTypeName()) {
+                case BOOLEAN:
+                    return ATypeTag.BOOLEAN;
+                case FLOAT:
+                case DOUBLE:
+                    return ATypeTag.DOUBLE;
+                case INT32:
+                case INT64:
+                    return handleInt32Int64(primitiveType, context, sourceLocation);
+                case INT96:
+                    return ATypeTag.DATETIME;
+                case BINARY:
+                case FIXED_LEN_BYTE_ARRAY:
+                    return handleBinary(primitiveType, context, sourceLocation);
+            }
+        }
+
+        warnUnsupportedType(context, sourceLocation, parquetType);
+        //Use SYSTEM_NULL for unsupported types
+        return ATypeTag.SYSTEM_NULL;
+    }
+
+    private static Type getType(GroupType groupType, String fieldName) {
+        if (groupType.containsField(fieldName)) {
+            return groupType.getType(fieldName);
+        }
+        return MISSING;
+    }
+
+    private static ATypeTag handleInt32Int64(PrimitiveType type, ParquetConverterContext context,
+            SourceLocation sourceLocation) {
+        LogicalTypeAnnotation logicalType = type.getLogicalTypeAnnotation();
+        ATypeTag inferredTypeTag = ATypeTag.SYSTEM_NULL;
+        if (logicalType == null || logicalType instanceof IntLogicalTypeAnnotation) {
+            inferredTypeTag = ATypeTag.BIGINT;
+        } else if (logicalType instanceof DateLogicalTypeAnnotation) {
+            inferredTypeTag = ATypeTag.DATE;
+        } else if (logicalType instanceof TimeLogicalTypeAnnotation) {
+            inferredTypeTag = ATypeTag.TIME;
+        } else if (logicalType instanceof TimestampLogicalTypeAnnotation
+                && checkDatetime(type, context, sourceLocation)) {
+            TimestampLogicalTypeAnnotation tsType = (TimestampLogicalTypeAnnotation) logicalType;
+            warnIfUTCAdjustedAndZoneIdIsNotSet(context, sourceLocation, tsType.isAdjustedToUTC());
+            inferredTypeTag = ATypeTag.DATETIME;
+        } else if (logicalType instanceof DecimalLogicalTypeAnnotation) {
+            ensureDecimalToDoubleEnabled(type, context, sourceLocation);
+            inferredTypeTag = ATypeTag.DOUBLE;
+        }
+
+        //Unsupported type
+        return inferredTypeTag;
+    }
+
+    private static ATypeTag handleBinary(PrimitiveType type, ParquetConverterContext context,
+            SourceLocation sourceLocation) {
+        LogicalTypeAnnotation logicalType = type.getLogicalTypeAnnotation();
+        ATypeTag inferredTypeTag = ATypeTag.SYSTEM_NULL;
+        if (logicalType == null || logicalType == LogicalTypeAnnotation.bsonType()) {
+            inferredTypeTag = ATypeTag.BINARY;
+        } else if (logicalType == LogicalTypeAnnotation.stringType()
+                || logicalType == LogicalTypeAnnotation.enumType()) {
+            inferredTypeTag = ATypeTag.STRING;
+        } else if (logicalType == LogicalTypeAnnotation.jsonType()) {
+            //Parsing JSON could be of any type. if parseJson is disabled, return as String
+            inferredTypeTag = context.isParseJsonEnabled() ? ATypeTag.ANY : ATypeTag.STRING;
+        } else if (logicalType instanceof DecimalLogicalTypeAnnotation) {
+            ensureDecimalToDoubleEnabled(type, context, sourceLocation);
+            inferredTypeTag = ATypeTag.DOUBLE;
+        } else if (logicalType instanceof UUIDLogicalTypeAnnotation) {
+            inferredTypeTag = ATypeTag.UUID;
+        }
+
+        //Unsupported type
+        return inferredTypeTag;
+    }
+
+    private static boolean checkDatetime(PrimitiveType type, ParquetConverterContext context,
+            SourceLocation sourceLocation) {
+        if (type.getPrimitiveTypeName() == PrimitiveTypeName.INT32) {
+            //Only INT64 and INT96 are supported per parquet specification
+            warnUnsupportedType(context, sourceLocation, type);
+            return false;
+        }
+        return true;
+    }
+
+    private static void ensureDecimalToDoubleEnabled(PrimitiveType type, ParquetConverterContext context,
+            SourceLocation sourceLocation) {
+        if (!context.isDecimalToDoubleEnabled()) {
+            throw new AsterixParquetRuntimeException(
+                    new RuntimeDataException(ErrorCode.PARQUET_SUPPORTED_TYPE_WITH_OPTION, sourceLocation,
+                            type.toString(), ParquetOptions.DECIMAL_TO_DOUBLE));
+        }
+
+        DecimalLogicalTypeAnnotation decimalLogicalType =
+                (DecimalLogicalTypeAnnotation) type.getLogicalTypeAnnotation();
+        int precision = decimalLogicalType.getPrecision();
+        if (precision > DecimalConverter.LONG_MAX_PRECISION) {
+            context.getWarnings().add(Warning.of(null, ErrorCode.PARQUET_DECIMAL_TO_DOUBLE_PRECISION_LOSS, precision,
+                    DecimalConverter.LONG_MAX_PRECISION));
+        }
+    }
+
+    public static void warnUnsupportedType(ParquetConverterContext context, SourceLocation sourceLocation,
+            Type parquetType) {
+        context.getWarnings()
+                .add(Warning.of(sourceLocation, ErrorCode.UNSUPPORTED_PARQUET_TYPE, parquetType.toString()));
+    }
+
+    private static void warnIfUTCAdjustedAndZoneIdIsNotSet(ParquetConverterContext context,
+            SourceLocation sourceLocation, boolean adjustedToUTC) {
+        if (adjustedToUTC && context.getTimeZoneId().isEmpty()) {
+            Warning warning = Warning.of(sourceLocation, ErrorCode.PARQUET_TIME_ZONE_ID_IS_NOT_SET, ATypeTag.DATETIME,
+                    ParquetOptions.TIMEZONE);
+            context.getWarnings().add(warning);
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AtomicConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AtomicConverter.java
deleted file mode 100644
index 7219bdd..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/AtomicConverter.java
+++ /dev/null
@@ -1,121 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-import org.apache.asterix.external.input.stream.StandardUTF8ToModifiedUTF8DataOutput;
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.parquet.io.api.Binary;
-import org.apache.parquet.io.api.PrimitiveConverter;
-
-/**
- * Currently, only JSON types are supported (string, number, boolean)
- */
-class AtomicConverter extends PrimitiveConverter implements IFieldValue {
-    private final AbstractComplexConverter parent;
-    private final IValueReference fieldName;
-    private final int index;
-    private final ParserContext context;
-
-    public AtomicConverter(AbstractComplexConverter parent, int index, ParserContext context) {
-        this(parent, null, index, context);
-    }
-
-    public AtomicConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
-            ParserContext context) {
-        this.parent = parent;
-        this.fieldName = fieldName;
-        this.index = index;
-        this.context = context;
-    }
-
-    @Override
-    public void addBinary(Binary value) {
-        final DataOutput out = parent.getDataOutput();
-        final StandardUTF8ToModifiedUTF8DataOutput stringOut = context.getModifiedUTF8DataOutput();
-        stringOut.setDataOutput(out);
-        try {
-            out.writeByte(ATypeTag.STRING.serialize());
-            value.writeTo(stringOut);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        parent.addValue(this);
-    }
-
-    @Override
-    public void addBoolean(boolean value) {
-        final DataOutput out = parent.getDataOutput();
-        try {
-            out.writeByte(ATypeTag.BOOLEAN.serialize());
-            out.writeBoolean(value);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        parent.addValue(this);
-    }
-
-    @Override
-    public void addFloat(float value) {
-        addDouble(value);
-    }
-
-    @Override
-    public void addDouble(double value) {
-        final DataOutput out = parent.getDataOutput();
-        try {
-            out.writeByte(ATypeTag.DOUBLE.serialize());
-            out.writeDouble(value);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        parent.addValue(this);
-    }
-
-    @Override
-    public void addInt(int value) {
-        addLong(value);
-    }
-
-    @Override
-    public void addLong(long value) {
-        final DataOutput out = parent.getDataOutput();
-        try {
-            out.writeByte(ATypeTag.BIGINT.serialize());
-            out.writeLong(value);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        parent.addValue(this);
-    }
-
-    @Override
-    public IValueReference getFieldName() {
-        return fieldName;
-    }
-
-    @Override
-    public int getIndex() {
-        return index;
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/IFieldValue.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/IFieldValue.java
deleted file mode 100644
index 946b10c..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/IFieldValue.java
+++ /dev/null
@@ -1,34 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import org.apache.hyracks.data.std.api.IValueReference;
-
-/**
- * This interface is intended to extend {@link org.apache.parquet.io.api.Converter} to get the field name or the
- * index of associated with a value.
- */
-interface IFieldValue {
-    IValueReference getFieldName();
-
-    /**
-     * @return the index of the value as appeared in the schema
-     */
-    int getIndex();
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/MapredParquetInputFormat.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/MapredParquetInputFormat.java
index 328e09d..d3ad968 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/MapredParquetInputFormat.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/MapredParquetInputFormat.java
@@ -25,14 +25,18 @@
 import java.io.IOException;
 import java.util.List;
 
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.hadoop.mapred.FileSplit;
 import org.apache.hadoop.mapred.InputSplit;
 import org.apache.hadoop.mapred.JobConf;
 import org.apache.hadoop.mapred.RecordReader;
 import org.apache.hadoop.mapred.Reporter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.api.IValueReference;
 import org.apache.hyracks.data.std.primitive.VoidPointable;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.util.LogRedactionUtil;
 import org.apache.parquet.hadoop.Footer;
 import org.apache.parquet.hadoop.ParquetInputFormat;
 import org.apache.parquet.hadoop.ParquetInputSplit;
@@ -103,8 +107,8 @@
                 } else if (oldSplit instanceof FileSplit) {
                     realReader.initialize((FileSplit) oldSplit, oldJobConf, reporter);
                 } else {
-                    throw new IllegalArgumentException(
-                            "Invalid split (not a FileSplit or ParquetInputSplitWrapper): " + oldSplit);
+                    throw RuntimeDataException.create(ErrorCode.INVALID_PARQUET_FILE,
+                            LogRedactionUtil.userData(oldSplit.toString()), "invalid file split");
                 }
                 valueContainer = new VoidPointable();
                 firstRecord = false;
@@ -119,6 +123,26 @@
                 }
             } catch (InterruptedException e) {
                 throw new IOException(e);
+            } catch (HyracksDataException | AsterixParquetRuntimeException e) {
+                throw e;
+            } catch (Exception e) {
+                if (e.getMessage() != null && e.getMessage().contains("not a Parquet file")) {
+                    throw RuntimeDataException.create(ErrorCode.INVALID_PARQUET_FILE,
+                            LogRedactionUtil.userData(getPath(oldSplit)), "not a Parquet file");
+                }
+
+                throw RuntimeDataException.create(ErrorCode.UNEXPECTED_ERROR_ENCOUNTERED,
+                        LogRedactionUtil.userData(e.toString()));
+            }
+        }
+
+        private String getPath(InputSplit split) {
+            if (split instanceof FileSplit) {
+                return ((FileSplit) split).getPath().toString();
+            } else if (split instanceof ParquetInputSplitWrapper) {
+                return ((ParquetInputSplitWrapper) split).realSplit.getPath().toString();
+            } else {
+                return split.toString();
             }
         }
 
@@ -215,5 +239,10 @@
         public void write(DataOutput out) throws IOException {
             realSplit.write(out);
         }
+
+        @Override
+        public String toString() {
+            return realSplit.toString();
+        }
     }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ObjectConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ObjectConverter.java
deleted file mode 100644
index 8736e7d..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ObjectConverter.java
+++ /dev/null
@@ -1,100 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.IOException;
-
-import org.apache.asterix.builders.IARecordBuilder;
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.parquet.schema.GroupType;
-
-class ObjectConverter extends AbstractComplexConverter {
-    private IARecordBuilder builder;
-
-    public ObjectConverter(AbstractComplexConverter parent, int index, GroupType parquetType, ParserContext context) {
-        super(parent, index, parquetType, context);
-    }
-
-    public ObjectConverter(AbstractComplexConverter parent, IValueReference fieldName, int index, GroupType parquetType,
-            ParserContext context) {
-        super(parent, fieldName, index, parquetType, context);
-    }
-
-    @Override
-    public void start() {
-        tempStorage = context.enterObject();
-        builder = context.getObjectBuilder(DefaultOpenFieldType.NESTED_OPEN_RECORD_TYPE);
-    }
-
-    @Override
-    public void end() {
-        try {
-            builder.write(getParentDataOutput(), true);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-        addThisValueToParent();
-        context.exitObject(tempStorage, null, builder);
-        tempStorage = null;
-        builder = null;
-    }
-
-    @Override
-    protected void addValue(IFieldValue value) {
-        try {
-            builder.addField(value.getFieldName(), getValue());
-        } catch (HyracksDataException e) {
-            throw new IllegalStateException(e);
-        }
-    }
-
-    @Override
-    protected AtomicConverter createAtomicConverter(GroupType type, int index) {
-        try {
-            return new AtomicConverter(this, context.getSerializedFieldName(type.getFieldName(index)), index, context);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-    }
-
-    @Override
-    protected ArrayConverter createArrayConverter(GroupType type, int index) {
-        try {
-            final IValueReference childFieldName = context.getSerializedFieldName(type.getFieldName(index));
-            final GroupType arrayType = type.getType(index).asGroupType();
-            return new ArrayConverter(this, childFieldName, index, arrayType, context);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-    }
-
-    @Override
-    protected ObjectConverter createObjectConverter(GroupType type, int index) {
-        try {
-            final IValueReference childFieldName = context.getSerializedFieldName(type.getFieldName(index));
-            final GroupType objectType = type.getType(index).asGroupType();
-            return new ObjectConverter(this, childFieldName, index, objectType, context);
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetFileRecordReader.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetFileRecordReader.java
index e208240..9c1d70a 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetFileRecordReader.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetFileRecordReader.java
@@ -22,10 +22,12 @@
 
 import org.apache.asterix.external.input.record.ValueReferenceRecord;
 import org.apache.asterix.external.input.record.reader.hdfs.AbstractHDFSRecordReader;
+import org.apache.asterix.external.util.HDFSUtils;
 import org.apache.hadoop.mapred.InputSplit;
 import org.apache.hadoop.mapred.JobConf;
 import org.apache.hadoop.mapred.RecordReader;
 import org.apache.hadoop.mapred.Reporter;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
 import org.apache.hyracks.data.std.api.IValueReference;
 
 /**
@@ -33,10 +35,12 @@
  * The reader returns records in ADM format.
  */
 public class ParquetFileRecordReader<V extends IValueReference> extends AbstractHDFSRecordReader<Void, V> {
+    private final IWarningCollector warningCollector;
 
     public ParquetFileRecordReader(boolean[] read, InputSplit[] inputSplits, String[] readSchedule, String nodeName,
-            JobConf conf) {
+            JobConf conf, IWarningCollector warningCollector) {
         super(read, inputSplits, readSchedule, nodeName, new ValueReferenceRecord<>(), conf);
+        this.warningCollector = warningCollector;
     }
 
     @Override
@@ -44,14 +48,24 @@
         return false;
     }
 
+    @Override
+    public void close() throws IOException {
+        super.close();
+        //Issue warning if any was reported
+        HDFSUtils.issueWarnings(warningCollector, conf);
+    }
+
     @SuppressWarnings("unchecked")
     @Override
     protected RecordReader<Void, V> getRecordReader(int splitIndex) throws IOException {
-        reader = (RecordReader<Void, V>) inputFormat.getRecordReader(inputSplits[splitIndex], conf, Reporter.NULL);
+        try {
+            reader = (RecordReader<Void, V>) inputFormat.getRecordReader(inputSplits[splitIndex], conf, Reporter.NULL);
+        } catch (AsterixParquetRuntimeException e) {
+            throw e.getHyracksDataException();
+        }
         if (value == null) {
             value = reader.createValue();
         }
         return reader;
     }
-
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetReadSupport.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetReadSupport.java
index 814da3c..797a2b2 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetReadSupport.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/ParquetReadSupport.java
@@ -18,51 +18,85 @@
  */
 package org.apache.asterix.external.input.record.reader.hdfs.parquet;
 
-import java.util.Collections;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
 import java.util.Map;
 
-import org.apache.asterix.external.util.ExternalDataConstants;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.RootConverter;
+import org.apache.asterix.external.util.HDFSUtils;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hyracks.api.exceptions.Warning;
 import org.apache.hyracks.data.std.api.IValueReference;
 import org.apache.parquet.hadoop.api.InitContext;
 import org.apache.parquet.hadoop.api.ReadSupport;
 import org.apache.parquet.io.api.GroupConverter;
 import org.apache.parquet.io.api.RecordMaterializer;
-import org.apache.parquet.schema.GroupType;
 import org.apache.parquet.schema.MessageType;
-import org.apache.parquet.schema.PrimitiveType;
-import org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName;
-import org.apache.parquet.schema.Type;
-import org.apache.parquet.schema.Type.Repetition;
-import org.apache.parquet.schema.Types;
-import org.apache.parquet.schema.Types.GroupBuilder;
-import org.apache.parquet.schema.Types.MessageTypeBuilder;
 
 public class ParquetReadSupport extends ReadSupport<IValueReference> {
-    private static final PrimitiveType NULL = Types.optional(PrimitiveTypeName.BOOLEAN).named("NULL");
-
     @Override
     public ReadContext init(InitContext context) {
-        final String requestedSchemaString = context.getConfiguration().get(ExternalDataConstants.KEY_REQUESTED_FIELDS);
-        final MessageType requestedSchema = getRequestedSchema(requestedSchemaString, context.getFileSchema());
-        return new ReadContext(requestedSchema, Collections.emptyMap());
+        MessageType requestedSchema = getRequestedSchema(context);
+        return new ReadContext(requestedSchema);
     }
 
     @Override
     public RecordMaterializer<IValueReference> prepareForRead(Configuration configuration,
             Map<String, String> keyValueMetaData, MessageType fileSchema, ReadContext readContext) {
-        return new ADMRecordMaterializer(readContext);
+        return new ADMRecordMaterializer(configuration, readContext);
+    }
+
+    private static MessageType getRequestedSchema(InitContext initContext) {
+        Configuration configuration = initContext.getConfiguration();
+        MessageType fileSchema = initContext.getFileSchema();
+
+        List<Warning> warnings = new ArrayList<>();
+        ParquetConverterContext context = new ParquetConverterContext(configuration, warnings);
+        AsterixTypeToParquetTypeVisitor visitor = new AsterixTypeToParquetTypeVisitor(context);
+        try {
+            ARecordType expectedType = HDFSUtils.getExpectedType(configuration);
+            Map<String, FunctionCallInformation> functionCallInformationMap =
+                    HDFSUtils.getFunctionCallInformationMap(configuration);
+            MessageType requestedType = visitor.clipType(expectedType, fileSchema, functionCallInformationMap);
+
+            if (!warnings.isEmpty()) {
+                //New warnings were created, set the warnings in hadoop configuration to be reported
+                HDFSUtils.setWarnings(warnings, configuration);
+                //Update the reported warnings so that we do not report the same warning again
+                HDFSUtils.setFunctionCallInformationMap(functionCallInformationMap, configuration);
+            }
+            return requestedType;
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
     }
 
     private static class ADMRecordMaterializer extends RecordMaterializer<IValueReference> {
         private final RootConverter rootConverter;
+        private final List<Warning> warnings;
+        private final Configuration configuration;
 
-        public ADMRecordMaterializer(ReadContext readContext) {
-            rootConverter = new RootConverter(readContext.getRequestedSchema());
+        public ADMRecordMaterializer(Configuration configuration, ReadContext readContext) {
+            warnings = new ArrayList<>();
+            rootConverter = new RootConverter(readContext.getRequestedSchema(), configuration, warnings);
+            this.configuration = configuration;
         }
 
         @Override
         public IValueReference getCurrentRecord() {
+            try {
+                if (!warnings.isEmpty()) {
+                    //Issue all pending warnings
+                    HDFSUtils.setWarnings(warnings, configuration);
+                    warnings.clear();
+                }
+            } catch (IOException e) {
+                throw new IllegalStateException(e);
+            }
             return rootConverter.getRecord();
         }
 
@@ -70,43 +104,5 @@
         public GroupConverter getRootConverter() {
             return rootConverter;
         }
-
     }
-
-    private static MessageType getRequestedSchema(String requestedSchemaString, MessageType fileSchema) {
-        if ("*".equals(requestedSchemaString)) {
-            return fileSchema;
-        }
-
-        final MessageTypeBuilder builder = Types.buildMessage();
-        final String[] paths = requestedSchemaString.split(",");
-        for (int i = 0; i < paths.length; i++) {
-            buildRequestedType(paths[i].trim().split("[.]"), builder, fileSchema, 0);
-        }
-
-        return builder.named("asterix");
-
-    }
-
-    private static void buildRequestedType(String[] fieldNames, GroupBuilder<?> builder, GroupType groupType,
-            int start) {
-        final String fieldName = fieldNames[start].trim();
-
-        Type type = getType(groupType, fieldName);
-        if (type != NULL && start < fieldNames.length - 1) {
-            final GroupBuilder<GroupType> innerFieldBuilder = Types.buildGroup(Repetition.OPTIONAL);
-            buildRequestedType(fieldNames, innerFieldBuilder, type.asGroupType(), start + 1);
-            builder.addField(innerFieldBuilder.named(fieldName));
-        } else {
-            builder.addField(type);
-        }
-    }
-
-    private static Type getType(GroupType groupType, String fieldName) {
-        if (groupType.containsField(fieldName)) {
-            return groupType.getType(fieldName);
-        }
-        return NULL;
-    }
-
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RepeatedConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RepeatedConverter.java
deleted file mode 100644
index d46d84c..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RepeatedConverter.java
+++ /dev/null
@@ -1,66 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.DataOutput;
-
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.parquet.schema.GroupType;
-
-class RepeatedConverter extends AbstractComplexConverter {
-    public RepeatedConverter(AbstractComplexConverter parent, int index, GroupType parquetType, ParserContext context) {
-        super(parent, index, parquetType, context);
-    }
-
-    @Override
-    public void start() {
-        //NoOp
-    }
-
-    @Override
-    public void end() {
-        //NoOp
-    }
-
-    @Override
-    protected void addValue(IFieldValue value) {
-        parent.addValue(value);
-    }
-
-    @Override
-    protected AtomicConverter createAtomicConverter(GroupType type, int index) {
-        return new AtomicConverter(this, index, context);
-    }
-
-    @Override
-    protected ArrayConverter createArrayConverter(GroupType type, int index) {
-        final GroupType arrayType = type.getType(index).asGroupType();
-        return new ArrayConverter(this, index, arrayType, context);
-    }
-
-    @Override
-    protected ObjectConverter createObjectConverter(GroupType type, int index) {
-        return new ObjectConverter(this, index, type.getType(index).asGroupType(), context);
-    }
-
-    @Override
-    protected DataOutput getDataOutput() {
-        return getParentDataOutput();
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RootConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RootConverter.java
deleted file mode 100644
index 76f4342..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/RootConverter.java
+++ /dev/null
@@ -1,46 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.input.record.reader.hdfs.parquet;
-
-import java.io.DataOutput;
-
-import org.apache.asterix.external.parser.jackson.ParserContext;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.parquet.schema.GroupType;
-
-class RootConverter extends ObjectConverter {
-    private final ArrayBackedValueStorage rootBuffer;
-
-    public RootConverter(GroupType parquetType) {
-        super(null, -1, parquetType, new ParserContext(true));
-        this.rootBuffer = new ArrayBackedValueStorage();
-    }
-
-    @Override
-    protected DataOutput getParentDataOutput() {
-        rootBuffer.reset();
-        return rootBuffer.getDataOutput();
-    }
-
-    protected IValueReference getRecord() {
-        return rootBuffer;
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/IFieldValue.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/IFieldValue.java
new file mode 100644
index 0000000..c0ee37b
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/IFieldValue.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter;
+
+import org.apache.hyracks.data.std.api.IValueReference;
+
+/**
+ * This interface is intended to extend {@link org.apache.parquet.io.api.Converter} to get the field name or the
+ * index of associated with a value.
+ */
+public interface IFieldValue {
+    IValueReference getFieldName();
+
+    /**
+     * @return the index of the value as appeared in the schema
+     */
+    int getIndex();
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/ParquetConverterContext.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/ParquetConverterContext.java
new file mode 100644
index 0000000..4982ca5
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/ParquetConverterContext.java
@@ -0,0 +1,274 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.List;
+import java.util.TimeZone;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABinarySerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AStringSerializerDeserializer;
+import org.apache.asterix.external.input.stream.StandardUTF8ToModifiedUTF8DataOutput;
+import org.apache.asterix.external.parser.jackson.ParserContext;
+import org.apache.asterix.external.util.ExternalDataConstants.ParquetOptions;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ABinary;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.ADate;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.ADouble;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableDate;
+import org.apache.asterix.om.base.AMutableDateTime;
+import org.apache.asterix.om.base.AMutableDouble;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.AMutableTime;
+import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+import org.apache.hyracks.util.string.UTF8StringReader;
+import org.apache.hyracks.util.string.UTF8StringWriter;
+import org.apache.parquet.io.api.Binary;
+
+public class ParquetConverterContext extends ParserContext {
+    /*
+     * ************************************************************************
+     * Serializers/Deserializers
+     * ************************************************************************
+     */
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ABoolean> booleanSerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt64> int64SerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADouble> doubleSerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADOUBLE);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ABinary> binarySerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABINARY);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADate> dateSerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ATime> timeSerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADateTime> datetimeSerDer =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
+
+    //Issued warnings
+    private final List<Warning> warnings;
+
+    /*
+     * ************************************************************************
+     * Binary values members
+     * ************************************************************************
+     */
+    private final StandardUTF8ToModifiedUTF8DataOutput modifiedUTF8DataOutput;
+    private byte[] lengthBytes;
+
+    /*
+     * ************************************************************************
+     * Mutable Values
+     * ************************************************************************
+     */
+
+    private final AMutableInt64 mutableInt64 = new AMutableInt64(0);
+    private final AMutableDouble mutableDouble = new AMutableDouble(0.0);
+    private final AMutableDate mutableDate = new AMutableDate(0);
+    private final AMutableTime mutableTime = new AMutableTime(0);
+    private final AMutableDateTime mutableDateTime = new AMutableDateTime(0);
+
+    /*
+     * ************************************************************************
+     * Type knobs
+     * ************************************************************************
+     */
+    private final boolean parseJson;
+    private final boolean decimalToDouble;
+
+    /*
+     * ************************************************************************
+     * Temporal Configuration
+     * ************************************************************************
+     */
+    private final String timeZoneId;
+    private final int timeZoneOffset;
+
+    public ParquetConverterContext(Configuration configuration, List<Warning> warnings) {
+        this.warnings = warnings;
+        modifiedUTF8DataOutput = new StandardUTF8ToModifiedUTF8DataOutput(
+                new AStringSerializerDeserializer(new UTF8StringWriter(), new UTF8StringReader()));
+
+        parseJson = configuration.getBoolean(ParquetOptions.HADOOP_PARSE_JSON_STRING, false);
+        decimalToDouble = configuration.getBoolean(ParquetOptions.HADOOP_DECIMAL_TO_DOUBLE, false);
+
+        String configuredTimeZoneId = configuration.get(ParquetOptions.HADOOP_TIMEZONE);
+        if (!configuredTimeZoneId.isEmpty()) {
+            timeZoneId = configuredTimeZoneId;
+            timeZoneOffset = TimeZone.getTimeZone(timeZoneId).getRawOffset();
+        } else {
+            timeZoneId = "";
+            timeZoneOffset = 0;
+        }
+    }
+
+    public List<Warning> getWarnings() {
+        return warnings;
+    }
+
+    public boolean isParseJsonEnabled() {
+        return parseJson;
+    }
+
+    public boolean isDecimalToDoubleEnabled() {
+        return decimalToDouble;
+    }
+
+    public String getTimeZoneId() {
+        return timeZoneId;
+    }
+
+    public int getTimeZoneOffset() {
+        return timeZoneOffset;
+    }
+
+    /*
+     * ************************************************************************
+     * Serialization methods
+     * All methods throws IllegalStateException as Parquet's converters methods
+     * do not throw any exceptions
+     * ************************************************************************
+     */
+
+    public void serializeBoolean(boolean value, DataOutput output) {
+        try {
+            booleanSerDer.serialize(value ? ABoolean.TRUE : ABoolean.FALSE, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeInt64(long value, DataOutput output) {
+        try {
+            mutableInt64.setValue(value);
+            int64SerDer.serialize(mutableInt64, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeDouble(double value, DataOutput output) {
+        try {
+            mutableDouble.setValue(value);
+            doubleSerDer.serialize(mutableDouble, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    /**
+     * String here is a binary UTF-8 String (not Java string) and not a modified-UTF8
+     *
+     * @param value  Parquet binary value
+     * @param output output to write the converted string
+     */
+    public void serializeString(Binary value, DataOutput output) {
+        //Set the destination to where to write the final modified UTF-8
+        modifiedUTF8DataOutput.setDataOutput(output);
+        try {
+            //Write the type tag
+            output.writeByte(ATypeTag.STRING.serialize());
+            //Write the binary UTF-8 string as
+            value.writeTo(modifiedUTF8DataOutput);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeUUID(Binary value, DataOutput output) {
+        try {
+            output.writeByte(ATypeTag.UUID.serialize());
+            value.writeTo(output);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    /**
+     * To avoid object creation when writing a binary value, we do not use {@link ABinarySerializerDeserializer}
+     * as calls to {@link Binary#getBytes()} could create new buffer each time we call this method
+     *
+     * @param value  Parquet binary value
+     * @param output output to write the binary value
+     */
+    public void serializeBinary(Binary value, DataOutput output) {
+        try {
+            output.writeByte(ATypeTag.BINARY.serialize());
+            writeLength(value.length(), output);
+            value.writeTo(output);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeDate(int value, DataOutput output) {
+        try {
+            mutableDate.setValue(value);
+            dateSerDer.serialize(mutableDate, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeTime(int value, DataOutput output) {
+        try {
+            mutableTime.setValue(value);
+            timeSerDer.serialize(mutableTime, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void serializeDateTime(long timestamp, DataOutput output) {
+        try {
+            mutableDateTime.setValue(timestamp);
+            datetimeSerDer.serialize(mutableDateTime, output);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    private void writeLength(int length, DataOutput out) throws IOException {
+        int requiredLength = VarLenIntEncoderDecoder.getBytesRequired(length);
+        if (lengthBytes == null || requiredLength > lengthBytes.length) {
+            lengthBytes = new byte[requiredLength];
+        }
+        VarLenIntEncoderDecoder.encode(length, lengthBytes, 0);
+        out.write(lengthBytes, 0, requiredLength);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/AbstractComplexConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/AbstractComplexConverter.java
new file mode 100644
index 0000000..e6b80d0
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/AbstractComplexConverter.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested;
+
+import java.io.DataOutput;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.IFieldValue;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.hyracks.data.std.api.IMutableValueStorage;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Converter;
+import org.apache.parquet.io.api.GroupConverter;
+import org.apache.parquet.io.api.PrimitiveConverter;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.LogicalTypeAnnotation;
+import org.apache.parquet.schema.Type;
+import org.apache.parquet.schema.Type.Repetition;
+
+public abstract class AbstractComplexConverter extends GroupConverter implements IFieldValue {
+    protected final AbstractComplexConverter parent;
+    private final IValueReference fieldName;
+    private final int index;
+    private final Converter[] converters;
+    protected final ParquetConverterContext context;
+    protected IMutableValueStorage tempStorage;
+
+    AbstractComplexConverter(AbstractComplexConverter parent, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        this(parent, null, index, parquetType, context);
+    }
+
+    AbstractComplexConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            GroupType parquetType, ParquetConverterContext context) {
+        this.parent = parent;
+        this.fieldName = fieldName;
+        this.index = index;
+        this.context = context;
+        converters = new Converter[parquetType.getFieldCount()];
+        for (int i = 0; i < parquetType.getFieldCount(); i++) {
+            final Type type = parquetType.getType(i);
+            if (type.isPrimitive()) {
+                converters[i] = createAtomicConverter(parquetType, i);
+            } else if (LogicalTypeAnnotation.listType().equals(type.getLogicalTypeAnnotation())) {
+                converters[i] = createArrayConverter(parquetType, i);
+            } else if (type.getRepetition() == Repetition.REPEATED) {
+                converters[i] = createRepeatedConverter(parquetType, i);
+            } else if (type.getLogicalTypeAnnotation() == LogicalTypeAnnotation.mapType()) {
+                converters[i] = createArrayConverter(parquetType, i);
+            } else {
+                converters[i] = createObjectConverter(parquetType, i);
+            }
+        }
+    }
+
+    /**
+     * Add child value (the caller is the child itself)
+     *
+     * @param value Child value
+     */
+    public abstract void addValue(IFieldValue value);
+
+    protected abstract PrimitiveConverter createAtomicConverter(GroupType type, int index);
+
+    protected abstract AbstractComplexConverter createArrayConverter(GroupType type, int index);
+
+    protected abstract AbstractComplexConverter createObjectConverter(GroupType type, int index);
+
+    /**
+     * Parquet file created by (old) Avro writer treat repeated values differently from files created by Spark.
+     * Example:
+     * Let us consider the object <pre>{"urls":[{"display_url": "string", "expanded_url": "string"}]}</pre>
+     *
+     * @formatter:off
+     *
+     * In Avro:
+     * optional group urls (LIST) {
+     *    repeated group array {
+     *       optional binary display_url (UTF8);
+     *       optional binary expanded_url (UTF8);
+     *    }
+     * }
+     *
+     * In Spark:
+     * optional group urls (LIST) {
+     *    repeated group list {
+     *       // Similar to JSON, the object fields are placed in an inner group
+     *       optional group item {
+     *          optional binary display_url (UTF8);
+     *          optional binary expanded_url (UTF8);
+     *       }
+     *    }
+     * }
+     *
+     * Map type:
+     * required group mapField (MAP) {
+     *    repeated group key_value {
+     *       required int32 key;
+     *       required int32 value;
+     *    }
+     * }
+     *
+     * @formatter:on
+     */
+    protected AbstractComplexConverter createRepeatedConverter(GroupType type, int index) {
+        GroupType repeatedType = type.getType(index).asGroupType();
+        String name = repeatedType.getName();
+        if (repeatedType.getFieldCount() > 1 || "array".equals(name) || "key_value".equals(name)) {
+            //The name "array" and "key_value" are reserved names to represent array of objects
+            //"key_value" are for MAP type
+            return new ObjectConverter(this, index, repeatedType, context);
+        }
+        return new RepeatedConverter(this, index, repeatedType, context);
+    }
+
+    @Override
+    public IValueReference getFieldName() {
+        return fieldName;
+    }
+
+    @Override
+    public int getIndex() {
+        return index;
+    }
+
+    @Override
+    public Converter getConverter(int fieldIndex) {
+        return converters[fieldIndex];
+    }
+
+    public DataOutput getDataOutput() {
+        tempStorage.reset();
+        return tempStorage.getDataOutput();
+    }
+
+    protected IMutableValueStorage getValue() {
+        return tempStorage;
+    }
+
+    protected DataOutput getParentDataOutput() {
+        return parent.getDataOutput();
+    }
+
+    protected void addThisValueToParent() {
+        if (parent == null) {
+            //root
+            return;
+        }
+        parent.addValue(this);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ArrayConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ArrayConverter.java
new file mode 100644
index 0000000..7eacc87
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ArrayConverter.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested;
+
+import java.io.IOException;
+
+import org.apache.asterix.builders.IAsterixListBuilder;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.IFieldValue;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve.PrimitiveConverterProvider;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.PrimitiveConverter;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.PrimitiveType;
+
+class ArrayConverter extends AbstractComplexConverter {
+    private IAsterixListBuilder builder;
+
+    public ArrayConverter(AbstractComplexConverter parent, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        super(parent, index, parquetType, context);
+    }
+
+    public ArrayConverter(AbstractComplexConverter parent, IValueReference fieldName, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, parquetType, context);
+    }
+
+    @Override
+    public void start() {
+        tempStorage = context.enterCollection();
+        builder = context.getCollectionBuilder(DefaultOpenFieldType.NESTED_OPEN_AORDERED_LIST_TYPE);
+    }
+
+    @Override
+    public void end() {
+        try {
+            builder.write(getParentDataOutput(), true);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+        addThisValueToParent();
+        context.exitCollection(tempStorage, builder);
+        tempStorage = null;
+        builder = null;
+    }
+
+    @Override
+    public void addValue(IFieldValue value) {
+        try {
+            builder.addItem(tempStorage);
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    protected PrimitiveConverter createAtomicConverter(GroupType type, int index) {
+        PrimitiveType primitiveType = type.getType(index).asPrimitiveType();
+        return PrimitiveConverterProvider.createPrimitiveConverter(primitiveType, this, index, context);
+    }
+
+    @Override
+    protected ArrayConverter createArrayConverter(GroupType type, int index) {
+        final GroupType arrayType = type.getType(index).asGroupType();
+        return new ArrayConverter(this, index, arrayType, context);
+    }
+
+    @Override
+    protected ObjectConverter createObjectConverter(GroupType type, int index) {
+        final GroupType objectType = type.getType(index).asGroupType();
+        return new ObjectConverter(this, index, objectType, context);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ObjectConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ObjectConverter.java
new file mode 100644
index 0000000..3c8bfcc
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/ObjectConverter.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested;
+
+import java.io.IOException;
+
+import org.apache.asterix.builders.IARecordBuilder;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.IFieldValue;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve.PrimitiveConverterProvider;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.PrimitiveConverter;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.PrimitiveType;
+
+class ObjectConverter extends AbstractComplexConverter {
+    private IARecordBuilder builder;
+
+    public ObjectConverter(AbstractComplexConverter parent, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        super(parent, index, parquetType, context);
+    }
+
+    public ObjectConverter(AbstractComplexConverter parent, IValueReference fieldName, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, parquetType, context);
+    }
+
+    @Override
+    public void start() {
+        tempStorage = context.enterObject();
+        builder = context.getObjectBuilder(DefaultOpenFieldType.NESTED_OPEN_RECORD_TYPE);
+    }
+
+    @Override
+    public void end() {
+        try {
+            builder.write(getParentDataOutput(), true);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+        addThisValueToParent();
+        context.exitObject(tempStorage, null, builder);
+        tempStorage = null;
+        builder = null;
+    }
+
+    @Override
+    public void addValue(IFieldValue value) {
+        try {
+            builder.addField(value.getFieldName(), getValue());
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    protected PrimitiveConverter createAtomicConverter(GroupType type, int index) {
+        try {
+            PrimitiveType primitiveType = type.getType(index).asPrimitiveType();
+            IValueReference fieldName = context.getSerializedFieldName(type.getFieldName(index));
+            return PrimitiveConverterProvider.createPrimitiveConverter(primitiveType, this, fieldName, index, context);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    protected ArrayConverter createArrayConverter(GroupType type, int index) {
+        try {
+            final IValueReference childFieldName = context.getSerializedFieldName(type.getFieldName(index));
+            final GroupType arrayType = type.getType(index).asGroupType();
+            return new ArrayConverter(this, childFieldName, index, arrayType, context);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    protected ObjectConverter createObjectConverter(GroupType type, int index) {
+        try {
+            final IValueReference childFieldName = context.getSerializedFieldName(type.getFieldName(index));
+            final GroupType objectType = type.getType(index).asGroupType();
+            return new ObjectConverter(this, childFieldName, index, objectType, context);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RepeatedConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RepeatedConverter.java
new file mode 100644
index 0000000..09a104b
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RepeatedConverter.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested;
+
+import java.io.DataOutput;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.IFieldValue;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve.PrimitiveConverterProvider;
+import org.apache.parquet.io.api.PrimitiveConverter;
+import org.apache.parquet.schema.GroupType;
+import org.apache.parquet.schema.PrimitiveType;
+
+class RepeatedConverter extends AbstractComplexConverter {
+    public RepeatedConverter(AbstractComplexConverter parent, int index, GroupType parquetType,
+            ParquetConverterContext context) {
+        super(parent, index, parquetType, context);
+    }
+
+    @Override
+    public void start() {
+        //NoOp
+    }
+
+    @Override
+    public void end() {
+        //NoOp
+    }
+
+    @Override
+    public void addValue(IFieldValue value) {
+        parent.addValue(value);
+    }
+
+    @Override
+    protected PrimitiveConverter createAtomicConverter(GroupType type, int index) {
+        PrimitiveType primitiveType = type.getType(index).asPrimitiveType();
+        return PrimitiveConverterProvider.createPrimitiveConverter(primitiveType, this, index, context);
+    }
+
+    @Override
+    protected ArrayConverter createArrayConverter(GroupType type, int index) {
+        final GroupType arrayType = type.getType(index).asGroupType();
+        return new ArrayConverter(this, index, arrayType, context);
+    }
+
+    @Override
+    protected ObjectConverter createObjectConverter(GroupType type, int index) {
+        return new ObjectConverter(this, index, type.getType(index).asGroupType(), context);
+    }
+
+    @Override
+    public DataOutput getDataOutput() {
+        return getParentDataOutput();
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RootConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RootConverter.java
new file mode 100644
index 0000000..24a531a
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/nested/RootConverter.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested;
+
+import java.io.DataOutput;
+import java.util.List;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.parquet.schema.GroupType;
+
+public class RootConverter extends ObjectConverter {
+    private final ArrayBackedValueStorage rootBuffer;
+
+    public RootConverter(GroupType parquetType, Configuration configuration, List<Warning> warnings) {
+        super(null, -1, parquetType, new ParquetConverterContext(configuration, warnings));
+        this.rootBuffer = new ArrayBackedValueStorage();
+    }
+
+    @Override
+    protected DataOutput getParentDataOutput() {
+        rootBuffer.reset();
+        return rootBuffer.getDataOutput();
+    }
+
+    public IValueReference getRecord() {
+        return rootBuffer;
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/BinaryConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/BinaryConverter.java
new file mode 100644
index 0000000..15c1d2e
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/BinaryConverter.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Binary;
+
+public class BinaryConverter extends GenericPrimitiveConverter {
+
+    BinaryConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, context);
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        context.serializeBinary(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DateConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DateConverter.java
new file mode 100644
index 0000000..c8737cd
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DateConverter.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+
+class DateConverter extends GenericPrimitiveConverter {
+    DateConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, context);
+    }
+
+    @Override
+    public void addInt(int value) {
+        context.serializeDate(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DecimalConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DecimalConverter.java
new file mode 100644
index 0000000..e93bcf7
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/DecimalConverter.java
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import java.math.BigDecimal;
+import java.math.BigInteger;
+import java.nio.ByteBuffer;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Binary;
+
+/**
+ * The decimal converter relies on java {@link BigDecimal} to convert decimal values. The converter could pressure
+ * the GC as we need to create {@link BigDecimal} object / value
+ */
+public class DecimalConverter extends GenericPrimitiveConverter {
+    public static final int LONG_MAX_PRECISION = 20;
+    private final int precision;
+    private final int scale;
+
+    DecimalConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context, int precision, int scale) {
+        super(parent, fieldName, index, context);
+        this.precision = precision;
+        this.scale = scale;
+    }
+
+    @Override
+    public void addInt(int value) {
+        addLong(value);
+    }
+
+    @Override
+    public void addLong(long value) {
+        addConvertedDouble(BigDecimal.valueOf(value, scale).doubleValue());
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        if (precision <= LONG_MAX_PRECISION) {
+            addLong(getUnscaledLong(value.toByteBuffer()));
+        } else {
+            //Unlimited precision
+            addConvertedDouble(new BigDecimal(new BigInteger(value.getBytes()), scale).doubleValue());
+        }
+    }
+
+    private void addConvertedDouble(double value) {
+        context.serializeDouble(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    private static long getUnscaledLong(ByteBuffer buffer) {
+        byte[] bytes = buffer.array();
+        int start = buffer.arrayOffset() + buffer.position();
+        int end = buffer.arrayOffset() + buffer.limit();
+
+        long value = 0L;
+        for (int i = start; i < end; i++) {
+            value = (value << 8) | (bytes[i] & 0xFF);
+        }
+        int bits = 8 * (end - start);
+        return (value << (64 - bits)) >> (64 - bits);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/GenericPrimitiveConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/GenericPrimitiveConverter.java
new file mode 100644
index 0000000..e0b0392
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/GenericPrimitiveConverter.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.IFieldValue;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Binary;
+import org.apache.parquet.io.api.PrimitiveConverter;
+
+public class GenericPrimitiveConverter extends PrimitiveConverter implements IFieldValue {
+
+    protected final AbstractComplexConverter parent;
+    protected final IValueReference fieldName;
+    protected final int index;
+    protected final ParquetConverterContext context;
+
+    GenericPrimitiveConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        this.parent = parent;
+        this.fieldName = fieldName;
+        this.index = index;
+        this.context = context;
+    }
+
+    @Override
+    public final IValueReference getFieldName() {
+        return fieldName;
+    }
+
+    @Override
+    public final int getIndex() {
+        return index;
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        context.serializeString(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    @Override
+    public void addBoolean(boolean value) {
+        context.serializeBoolean(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    @Override
+    public void addFloat(float value) {
+        addDouble(value);
+    }
+
+    @Override
+    public void addDouble(double value) {
+        context.serializeDouble(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    @Override
+    public void addInt(int value) {
+        addLong(value);
+    }
+
+    @Override
+    public void addLong(long value) {
+        context.serializeInt64(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/JsonStringConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/JsonStringConverter.java
new file mode 100644
index 0000000..258a10a
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/JsonStringConverter.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.asterix.external.parser.JSONDataParser;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleInputStream;
+import org.apache.parquet.io.api.Binary;
+
+import com.fasterxml.jackson.core.JsonFactory;
+
+class JsonStringConverter extends GenericPrimitiveConverter {
+    private static final byte[] EMPTY = new byte[0];
+    private final JSONDataParser parser;
+    private final ByteArrayAccessibleInputStream in;
+
+    JsonStringConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, context);
+        parser = new JSONDataParser(DefaultOpenFieldType.NESTED_OPEN_RECORD_TYPE, new JsonFactory());
+        in = new ByteArrayAccessibleInputStream(EMPTY, 0, 0);
+        try {
+            parser.setInputStream(in);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        byte[] bytes = value.getBytes();
+        in.setContent(bytes, 0, value.length());
+
+        DataOutput out = parent.getDataOutput();
+        try {
+            if (parser.parseAnyValue(out)) {
+                parent.addValue(this);
+            } else {
+                resetParser();
+            }
+        } catch (HyracksDataException e) {
+            resetParser();
+        }
+    }
+
+    private void resetParser() {
+        try {
+            parser.reset(in);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/MissingConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/MissingConverter.java
new file mode 100644
index 0000000..996731d
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/MissingConverter.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.parquet.io.api.Binary;
+import org.apache.parquet.io.api.PrimitiveConverter;
+
+class MissingConverter extends PrimitiveConverter {
+    protected static final MissingConverter INSTANCE = new MissingConverter();
+
+    private MissingConverter() {
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        //NoOp
+    }
+
+    @Override
+    public void addBoolean(boolean value) {
+        //NoOp
+    }
+
+    @Override
+    public void addFloat(float value) {
+        //NoOp
+    }
+
+    @Override
+    public void addDouble(double value) {
+        //NoOp
+    }
+
+    @Override
+    public void addInt(int value) {
+        //NoOp
+    }
+
+    @Override
+    public void addLong(long value) {
+        //NoOp
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/PrimitiveConverterProvider.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/PrimitiveConverterProvider.java
new file mode 100644
index 0000000..38c441a
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/PrimitiveConverterProvider.java
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.AsterixTypeToParquetTypeVisitor;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.PrimitiveConverter;
+import org.apache.parquet.schema.LogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.DecimalLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.IntLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.TimeLogicalTypeAnnotation;
+import org.apache.parquet.schema.LogicalTypeAnnotation.TimeUnit;
+import org.apache.parquet.schema.LogicalTypeAnnotation.TimestampLogicalTypeAnnotation;
+import org.apache.parquet.schema.PrimitiveType;
+import org.apache.parquet.schema.Types;
+
+public class PrimitiveConverterProvider {
+    public static final PrimitiveType MISSING =
+            Types.optional(PrimitiveType.PrimitiveTypeName.BOOLEAN).named("MISSING");
+
+    private PrimitiveConverterProvider() {
+    }
+
+    public static PrimitiveConverter createPrimitiveConverter(PrimitiveType type, AbstractComplexConverter parent,
+            int index, ParquetConverterContext context) {
+        return createPrimitiveConverter(type, parent, null, index, context);
+    }
+
+    public static PrimitiveConverter createPrimitiveConverter(PrimitiveType type, AbstractComplexConverter parent,
+            IValueReference fieldName, int index, ParquetConverterContext context) {
+
+        if (type == MISSING) {
+            return MissingConverter.INSTANCE;
+        }
+
+        ATypeTag mappedType = AsterixTypeToParquetTypeVisitor.mapType(type, context, null);
+        switch (mappedType) {
+            case BOOLEAN:
+            case STRING:
+                return new GenericPrimitiveConverter(parent, fieldName, index, context);
+            case BIGINT:
+                return getIntConverter(type, parent, fieldName, index, context);
+            case DOUBLE:
+                return getDoubleConverter(type, parent, fieldName, index, context);
+            case BINARY:
+                return new BinaryConverter(parent, fieldName, index, context);
+            case UUID:
+                return new UUIDConverter(parent, fieldName, index, context);
+            case DATE:
+                return new DateConverter(parent, fieldName, index, context);
+            case TIME:
+                return getTimeConverter(type, parent, fieldName, index, context);
+            case DATETIME:
+                return getTimeStampConverter(type, parent, fieldName, index, context);
+            case ANY:
+                return new JsonStringConverter(parent, fieldName, index, context);
+            default:
+                return MissingConverter.INSTANCE;
+        }
+    }
+
+    private static PrimitiveConverter getIntConverter(PrimitiveType type, AbstractComplexConverter parent,
+            IValueReference fieldName, int index, ParquetConverterContext context) {
+        IntLogicalTypeAnnotation intType = (IntLogicalTypeAnnotation) type.getLogicalTypeAnnotation();
+        if (intType != null && !intType.isSigned()) {
+            return new UnsignedIntegerConverter(parent, fieldName, index, context);
+        }
+        return new GenericPrimitiveConverter(parent, fieldName, index, context);
+    }
+
+    private static PrimitiveConverter getDoubleConverter(PrimitiveType type, AbstractComplexConverter parent,
+            IValueReference fieldName, int index, ParquetConverterContext context) {
+        LogicalTypeAnnotation logicalType = type.getLogicalTypeAnnotation();
+        if (logicalType instanceof DecimalLogicalTypeAnnotation) {
+            DecimalLogicalTypeAnnotation decimalLogicalType = (DecimalLogicalTypeAnnotation) logicalType;
+            return new DecimalConverter(parent, fieldName, index, context, decimalLogicalType.getPrecision(),
+                    decimalLogicalType.getScale());
+
+        }
+        return new GenericPrimitiveConverter(parent, fieldName, index, context);
+    }
+
+    private static PrimitiveConverter getTimeConverter(PrimitiveType type, AbstractComplexConverter parent,
+            IValueReference fieldName, int index, ParquetConverterContext context) {
+        TimeLogicalTypeAnnotation timeLogicalType = (TimeLogicalTypeAnnotation) type.getLogicalTypeAnnotation();
+        return new TimeConverter(parent, fieldName, index, context, timeLogicalType.getUnit());
+    }
+
+    private static PrimitiveConverter getTimeStampConverter(PrimitiveType type, AbstractComplexConverter parent,
+            IValueReference fieldName, int index, ParquetConverterContext context) {
+        TimestampLogicalTypeAnnotation tsType = (TimestampLogicalTypeAnnotation) type.getLogicalTypeAnnotation();
+        if (tsType != null) {
+            int offset = tsType.isAdjustedToUTC() ? context.getTimeZoneOffset() : 0;
+            return new TimestampConverter(parent, fieldName, index, context, tsType.getUnit(), offset);
+        }
+        //INT96: the converter will convert the value to millis
+        return new TimestampConverter(parent, fieldName, index, context, TimeUnit.MILLIS, 0);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimeConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimeConverter.java
new file mode 100644
index 0000000..fa9f36c
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimeConverter.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.schema.LogicalTypeAnnotation;
+
+public class TimeConverter extends GenericPrimitiveConverter {
+    private final LogicalTypeAnnotation.TimeUnit timeUnit;
+
+    TimeConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context, LogicalTypeAnnotation.TimeUnit timeUnit) {
+        super(parent, fieldName, index, context);
+        this.timeUnit = timeUnit;
+    }
+
+    @Override
+    public void addInt(int value) {
+        addLong(value);
+    }
+
+    @Override
+    public void addLong(long value) {
+        int convertedTime = (int) getConvertedTime(timeUnit, value);
+        context.serializeTime(convertedTime, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    public static long getConvertedTime(LogicalTypeAnnotation.TimeUnit timeUnit, long value) {
+        final long convertedTime;
+        switch (timeUnit) {
+            case MICROS:
+                convertedTime = TimeUnit.MICROSECONDS.toMillis(value);
+                break;
+            case NANOS:
+                convertedTime = TimeUnit.NANOSECONDS.toMillis(value);
+                break;
+            default:
+                //Millis
+                convertedTime = value;
+        }
+
+        return convertedTime;
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimestampConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimestampConverter.java
new file mode 100644
index 0000000..136febe
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/TimestampConverter.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Binary;
+import org.apache.parquet.schema.LogicalTypeAnnotation;
+
+class TimestampConverter extends GenericPrimitiveConverter {
+    private static final long JULIAN_DAY_OF_EPOCH = 2440588;
+    private static final long MILLIS_PER_DAY = 86400000L;
+    private static final long NANOS_PER_MILLIS = 1000000L;
+
+    private final LogicalTypeAnnotation.TimeUnit timeUnit;
+    private final int timeZoneOffset;
+
+    TimestampConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context, LogicalTypeAnnotation.TimeUnit timeUnit, int timeZoneOffset) {
+        super(parent, fieldName, index, context);
+        this.timeUnit = timeUnit;
+        this.timeZoneOffset = timeZoneOffset;
+    }
+
+    /**
+     * Timestamp is an INT96 (Little Endian)
+     * INT96 timestamps are not adjusted to UTC and always considered as local timestamp
+     *
+     * @param value binary representation of INT96
+     */
+    @Override
+    public void addBinary(Binary value) {
+        ByteBuffer buffer = value.toByteBuffer().order(ByteOrder.LITTLE_ENDIAN);
+        long timeOfDayNanos = buffer.getLong();
+        int julianDay = buffer.getInt();
+        long timestamp = fromJulian(julianDay, timeOfDayNanos);
+        addLong(timestamp);
+    }
+
+    /**
+     * Timestamp is an INT64
+     *
+     * @param value long value
+     */
+    @Override
+    public void addLong(long value) {
+        long convertedTime = TimeConverter.getConvertedTime(timeUnit, value);
+        context.serializeDateTime(convertedTime + timeZoneOffset, parent.getDataOutput());
+        parent.addValue(this);
+    }
+
+    private static long fromJulian(int days, long nanos) {
+        return (days - JULIAN_DAY_OF_EPOCH) * MILLIS_PER_DAY + nanos / NANOS_PER_MILLIS;
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UUIDConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UUIDConverter.java
new file mode 100644
index 0000000..ec07c60
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UUIDConverter.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.parquet.io.api.Binary;
+
+public class UUIDConverter extends GenericPrimitiveConverter {
+    UUIDConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, context);
+    }
+
+    @Override
+    public void addBinary(Binary value) {
+        context.serializeUUID(value, parent.getDataOutput());
+        parent.addValue(this);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UnsignedIntegerConverter.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UnsignedIntegerConverter.java
new file mode 100644
index 0000000..763b8c8
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/record/reader/hdfs/parquet/converter/primitve/UnsignedIntegerConverter.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.primitve;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.ParquetConverterContext;
+import org.apache.asterix.external.input.record.reader.hdfs.parquet.converter.nested.AbstractComplexConverter;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.data.std.api.IValueReference;
+
+public class UnsignedIntegerConverter extends GenericPrimitiveConverter {
+    private boolean overflowed;
+
+    UnsignedIntegerConverter(AbstractComplexConverter parent, IValueReference fieldName, int index,
+            ParquetConverterContext context) {
+        super(parent, fieldName, index, context);
+        overflowed = false;
+    }
+
+    @Override
+    public void addInt(int value) {
+        addLong(value & 0x00000000ffffffffL);
+    }
+
+    @Override
+    public void addLong(long value) {
+        if (value < 0) {
+            if (!overflowed) {
+                Warning warning = Warning.of(null, ErrorCode.PARQUET_CONTAINS_OVERFLOWED_BIGINT, ATypeTag.BIGINT);
+                context.getWarnings().add(warning);
+                //Ensure this warning to be issued once
+                overflowed = true;
+            }
+            return;
+        }
+        super.addLong(value);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/AbstractMultipleInputStream.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/AbstractMultipleInputStream.java
index 8f032d8..18ef150 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/AbstractMultipleInputStream.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/AbstractMultipleInputStream.java
@@ -21,10 +21,13 @@
 import java.io.IOException;
 import java.io.InputStream;
 
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.asterix.external.api.AsterixInputStream;
 import org.apache.asterix.external.api.IStreamNotificationHandler;
 import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.util.ExceptionUtils;
 
 /**
  * Base class for a source stream that is composed of multiple separate input streams. Reading proceeds one stream at
@@ -54,25 +57,30 @@
 
     @Override
     public final int read(byte[] b, int off, int len) throws IOException {
-        if (in == null) {
-            if (!advance()) {
-                return -1;
+        try {
+            if (in == null) {
+                if (!advance()) {
+                    return -1;
+                }
             }
+            int result = in.read(b, off, len);
+            if (result < 0 && (lastByte != ExternalDataConstants.BYTE_LF)
+                    && (lastByte != ExternalDataConstants.BYTE_CR)) {
+                // return a new line at the end of every file <--Might create problems for some cases
+                // depending on the parser implementation-->
+                lastByte = ExternalDataConstants.BYTE_LF;
+                b[off] = ExternalDataConstants.BYTE_LF;
+                return 1;
+            }
+            while ((result < 0) && advance()) {
+                result = in.read(b, off, len);
+            }
+            if (result > 0) {
+                lastByte = b[(off + result) - 1];
+            }
+            return result;
+        } catch (Exception e) {
+            throw RuntimeDataException.create(ErrorCode.EXTERNAL_SOURCE_ERROR, ExceptionUtils.getMessageOrToString(e));
         }
-        int result = in.read(b, off, len);
-        if (result < 0 && (lastByte != ExternalDataConstants.BYTE_LF) && (lastByte != ExternalDataConstants.BYTE_CR)) {
-            // return a new line at the end of every file <--Might create problems for some cases
-            // depending on the parser implementation-->
-            lastByte = ExternalDataConstants.BYTE_LF;
-            b[off] = ExternalDataConstants.BYTE_LF;
-            return 1;
-        }
-        while ((result < 0) && advance()) {
-            result = in.read(b, off, len);
-        }
-        if (result > 0) {
-            lastByte = b[(off + result) - 1];
-        }
-        return result;
     }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/ListLikeNumericArrayFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/ListLikeNumericArrayFactory.java
new file mode 100644
index 0000000..e53f157
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/ListLikeNumericArrayFactory.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.stream.builders;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.asterix.om.util.container.IObjectFactory;
+
+public class ListLikeNumericArrayFactory<T extends Number> implements IObjectFactory<List<T>, T> {
+
+    @Override
+    public List<T> create(T arg) {
+        List<T> list = new ArrayList<>(arg.intValue());
+        list.addAll(Collections.nCopies(arg.intValue(), arg));
+        return list;
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/StandardToModifiedUTF8DataOutputFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/StandardToModifiedUTF8DataOutputFactory.java
new file mode 100644
index 0000000..606aee2
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/input/stream/builders/StandardToModifiedUTF8DataOutputFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.input.stream.builders;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AStringSerializerDeserializer;
+import org.apache.asterix.external.input.stream.StandardUTF8ToModifiedUTF8DataOutput;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.util.container.IObjectFactory;
+import org.apache.hyracks.util.string.UTF8StringReader;
+import org.apache.hyracks.util.string.UTF8StringWriter;
+
+public class StandardToModifiedUTF8DataOutputFactory
+        implements IObjectFactory<StandardUTF8ToModifiedUTF8DataOutput, ATypeTag> {
+
+    @Override
+    public StandardUTF8ToModifiedUTF8DataOutput create(ATypeTag type) {
+        return new StandardUTF8ToModifiedUTF8DataOutput(
+                new AStringSerializerDeserializer(new UTF8StringWriter(), new UTF8StringReader()));
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonIPCProto.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonIPCProto.java
index cd7ec18..c803517 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonIPCProto.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonIPCProto.java
@@ -18,14 +18,28 @@
 
 import static org.apache.hyracks.ipc.impl.Message.HEADER_SIZE;
 
+import java.io.DataOutput;
+import java.io.DataOutputStream;
 import java.io.IOException;
 import java.io.OutputStream;
 import java.nio.ByteBuffer;
 
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.external.library.msgpack.MsgPackPointableVisitor;
+import org.apache.asterix.om.pointables.AFlatValuePointable;
+import org.apache.asterix.om.pointables.AListVisitablePointable;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.PointableAllocator;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.TypeTagUtil;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.ipc.impl.Message;
 import org.msgpack.core.MessagePack;
 import org.msgpack.core.MessageUnpacker;
@@ -33,26 +47,32 @@
 
 public class PythonIPCProto {
 
-    private PythonMessageBuilder messageBuilder;
-    private OutputStream sockOut;
-    private ByteBuffer headerBuffer = ByteBuffer.allocate(21);
+    private final PythonMessageBuilder messageBuilder;
+    private final DataOutputStream sockOut;
+    private final ByteBuffer headerBuffer = ByteBuffer.allocate(21);
     private ByteBuffer recvBuffer = ByteBuffer.allocate(32768);
-    private ExternalFunctionResultRouter router;
+    private final ExternalFunctionResultRouter router;
     private long routeId;
     private Pair<ByteBuffer, Exception> bufferBox;
-    private Process pythonProc;
+    private final Process pythonProc;
     private long maxFunctionId;
-    private ArrayBufferInput unpackerInput;
-    private MessageUnpacker unpacker;
+    private final ArrayBufferInput unpackerInput;
+    private final MessageUnpacker unpacker;
+    private final ArrayBackedValueStorage argsStorage;
+    private final PointableAllocator pointableAllocator;
+    private final MsgPackPointableVisitor pointableVisitor;
 
     public PythonIPCProto(OutputStream sockOut, ExternalFunctionResultRouter router, Process pythonProc) {
-        this.sockOut = sockOut;
+        this.sockOut = new DataOutputStream(sockOut);
         messageBuilder = new PythonMessageBuilder();
         this.router = router;
         this.pythonProc = pythonProc;
-        this.maxFunctionId = 0l;
+        this.maxFunctionId = 0L;
         unpackerInput = new ArrayBufferInput(new byte[0]);
         unpacker = MessagePack.newDefaultUnpacker(unpackerInput);
+        this.argsStorage = new ArrayBackedValueStorage();
+        this.pointableAllocator = new PointableAllocator();
+        this.pointableVisitor = new MsgPackPointableVisitor();
     }
 
     public void start() {
@@ -65,10 +85,10 @@
         recvBuffer.clear();
         recvBuffer.position(0);
         recvBuffer.limit(0);
-        messageBuilder.buf.clear();
-        messageBuilder.buf.position(0);
+        messageBuilder.reset();
         messageBuilder.hello();
-        sendMsg(routeId);
+        sendHeader(routeId, messageBuilder.getLength());
+        sendMsg();
         receiveMsg();
         if (getResponseType() != MessageType.HELO) {
             throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
@@ -81,10 +101,10 @@
         recvBuffer.clear();
         recvBuffer.position(0);
         recvBuffer.limit(0);
-        messageBuilder.buf.clear();
-        messageBuilder.buf.position(0);
+        messageBuilder.reset();
         messageBuilder.init(module, clazz, fn);
-        sendMsg(functionId);
+        sendHeader(functionId, messageBuilder.getLength());
+        sendMsg();
         receiveMsg();
         if (getResponseType() != MessageType.INIT_RSP) {
             throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
@@ -93,14 +113,21 @@
         return functionId;
     }
 
-    public ByteBuffer call(long functionId, ByteBuffer args, int numArgs) throws IOException, AsterixException {
+    public ByteBuffer call(long functionId, IAType[] argTypes, IValueReference[] argValues, boolean nullCall)
+            throws IOException, AsterixException {
         recvBuffer.clear();
         recvBuffer.position(0);
         recvBuffer.limit(0);
-        messageBuilder.buf.clear();
-        messageBuilder.buf.position(0);
-        messageBuilder.call(args.array(), args.position(), numArgs);
-        sendMsg(functionId);
+        messageBuilder.reset();
+        argsStorage.reset();
+        for (int i = 0; i < argTypes.length; i++) {
+            visitValueRef(argTypes[i], argsStorage.getDataOutput(), argValues[i], pointableAllocator, pointableVisitor,
+                    nullCall);
+        }
+        int len = argsStorage.getLength() + 5;
+        sendHeader(functionId, len);
+        messageBuilder.call(argValues.length, len);
+        sendMsg(argsStorage);
         receiveMsg();
         if (getResponseType() != MessageType.CALL_RSP) {
             throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
@@ -109,14 +136,16 @@
         return recvBuffer;
     }
 
-    public ByteBuffer callMulti(long key, ByteBuffer args, int numTuples) throws IOException, AsterixException {
+    public ByteBuffer callMulti(long key, ArrayBackedValueStorage args, int numTuples)
+            throws IOException, AsterixException {
         recvBuffer.clear();
         recvBuffer.position(0);
         recvBuffer.limit(0);
-        messageBuilder.buf.clear();
-        messageBuilder.buf.position(0);
-        messageBuilder.callMulti(args.array(), args.position(), numTuples);
-        sendMsg(key);
+        messageBuilder.reset();
+        int len = args.getLength() + 4;
+        sendHeader(key, len);
+        messageBuilder.callMulti(0, numTuples);
+        sendMsg(args);
         receiveMsg();
         if (getResponseType() != MessageType.CALL_RSP) {
             throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
@@ -132,7 +161,7 @@
     }
 
     public void receiveMsg() throws IOException, AsterixException {
-        Exception except = null;
+        Exception except;
         try {
             synchronized (bufferBox) {
                 while ((bufferBox.getFirst().limit() == 0 || bufferBox.getSecond() != null) && pythonProc.isAlive()) {
@@ -162,15 +191,27 @@
         }
     }
 
-    public void sendMsg(long key) throws IOException {
+    public void sendHeader(long key, int msgLen) throws IOException {
         headerBuffer.clear();
         headerBuffer.position(0);
-        headerBuffer.putInt(HEADER_SIZE + Integer.BYTES + messageBuilder.buf.position());
+        headerBuffer.putInt(HEADER_SIZE + Integer.BYTES + msgLen);
         headerBuffer.putLong(key);
         headerBuffer.putLong(routeId);
         headerBuffer.put(Message.NORMAL);
         sockOut.write(headerBuffer.array(), 0, HEADER_SIZE + Integer.BYTES);
-        sockOut.write(messageBuilder.buf.array(), 0, messageBuilder.buf.position());
+        sockOut.flush();
+    }
+
+    public void sendMsg(ArrayBackedValueStorage content) throws IOException {
+        sockOut.write(messageBuilder.getBuf().array(), messageBuilder.getBuf().arrayOffset(),
+                messageBuilder.getBuf().position());
+        sockOut.write(content.getByteArray(), content.getStartOffset(), content.getLength());
+        sockOut.flush();
+    }
+
+    public void sendMsg() throws IOException {
+        sockOut.write(messageBuilder.getBuf().array(), messageBuilder.getBuf().arrayOffset(),
+                messageBuilder.getBuf().position());
         sockOut.flush();
     }
 
@@ -182,4 +223,68 @@
         return routeId;
     }
 
+    public DataOutputStream getSockOut() {
+        return sockOut;
+    }
+
+    public static void visitValueRef(IAType type, DataOutput out, IValueReference valueReference,
+            PointableAllocator pointableAllocator, MsgPackPointableVisitor pointableVisitor, boolean visitNull)
+            throws IOException {
+        IVisitablePointable pointable;
+        switch (type.getTypeTag()) {
+            case OBJECT:
+                pointable = pointableAllocator.allocateRecordValue(type);
+                pointable.set(valueReference);
+                pointableVisitor.visit((ARecordVisitablePointable) pointable, pointableVisitor.getTypeInfo(type, out));
+                break;
+            case ARRAY:
+            case MULTISET:
+                pointable = pointableAllocator.allocateListValue(type);
+                pointable.set(valueReference);
+                pointableVisitor.visit((AListVisitablePointable) pointable, pointableVisitor.getTypeInfo(type, out));
+                break;
+            case ANY:
+                ATypeTag rtTypeTag = EnumDeserializer.ATYPETAGDESERIALIZER
+                        .deserialize(valueReference.getByteArray()[valueReference.getStartOffset()]);
+                IAType rtType = TypeTagUtil.getBuiltinTypeByTag(rtTypeTag);
+                switch (rtTypeTag) {
+                    case OBJECT:
+                        pointable = pointableAllocator.allocateRecordValue(rtType);
+                        pointable.set(valueReference);
+                        pointableVisitor.visit((ARecordVisitablePointable) pointable,
+                                pointableVisitor.getTypeInfo(rtType, out));
+                        break;
+                    case ARRAY:
+                    case MULTISET:
+                        pointable = pointableAllocator.allocateListValue(rtType);
+                        pointable.set(valueReference);
+                        pointableVisitor.visit((AListVisitablePointable) pointable,
+                                pointableVisitor.getTypeInfo(rtType, out));
+                        break;
+                    case MISSING:
+                    case NULL:
+                        if (!visitNull) {
+                            return;
+                        }
+                    default:
+                        pointable = pointableAllocator.allocateFieldValue(rtType);
+                        pointable.set(valueReference);
+                        pointableVisitor.visit((AFlatValuePointable) pointable,
+                                pointableVisitor.getTypeInfo(rtType, out));
+                        break;
+                }
+                break;
+            case MISSING:
+            case NULL:
+                if (!visitNull) {
+                    return;
+                }
+            default:
+                pointable = pointableAllocator.allocateFieldValue(type);
+                pointable.set(valueReference);
+                pointableVisitor.visit((AFlatValuePointable) pointable, pointableVisitor.getTypeInfo(type, out));
+                break;
+        }
+    }
+
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonMessageBuilder.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonMessageBuilder.java
index 5052eb4..5429657 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonMessageBuilder.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/ipc/PythonMessageBuilder.java
@@ -26,15 +26,13 @@
 import java.net.InetSocketAddress;
 import java.nio.ByteBuffer;
 
-import org.apache.asterix.external.library.msgpack.MessagePackerFromADM;
-import org.apache.hyracks.api.exceptions.ErrorCode;
+import org.apache.asterix.external.library.msgpack.MessagePackUtils;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class PythonMessageBuilder {
-    private static final int MAX_BUF_SIZE = 64 * 1024 * 1024; //64MB.
     MessageType type;
     long dataLength;
-    ByteBuffer buf;
+    private final ByteBuffer buf;
 
     public PythonMessageBuilder() {
         this.type = null;
@@ -42,12 +40,25 @@
         this.buf = ByteBuffer.allocate(4096);
     }
 
+    public void reset() {
+        //TODO: should be able to get away w/o clearing buf?
+        buf.clear();
+    }
+
+    public ByteBuffer getBuf() {
+        return buf;
+    }
+
+    public int getLength() {
+        return buf.position() - buf.arrayOffset();
+    }
+
     public void setType(MessageType type) {
         this.type = type;
     }
 
     public void packHeader() throws HyracksDataException {
-        MessagePackerFromADM.packFixPos(buf, (byte) type.ordinal());
+        MessagePackUtils.packFixPos(buf, (byte) type.ordinal());
     }
 
     //TODO: this is wrong for any multibyte chars
@@ -75,7 +86,7 @@
         this.type = MessageType.QUIT;
         dataLength = getStringLength("QUIT");
         packHeader();
-        MessagePackerFromADM.packFixStr(buf, "QUIT");
+        MessagePackUtils.packFixStr(buf, "QUIT");
     }
 
     public void init(final String module, final String clazz, final String fn) throws HyracksDataException {
@@ -89,46 +100,27 @@
         }
         packHeader();
         int numArgs = clazz == null ? 2 : 3;
-        MessagePackerFromADM.packFixArrayHeader(buf, (byte) numArgs);
-        MessagePackerFromADM.packStr(buf, module);
+        MessagePackUtils.packFixArrayHeader(buf, (byte) numArgs);
+        MessagePackUtils.packStr(buf, module);
         if (clazz != null) {
-            MessagePackerFromADM.packStr(buf, clazz);
+            MessagePackUtils.packStr(buf, clazz);
         }
-        MessagePackerFromADM.packStr(buf, fn);
+        MessagePackUtils.packStr(buf, fn);
     }
 
-    public void call(byte[] args, int lim, int numArgs) throws HyracksDataException {
-        if (args.length > buf.capacity()) {
-            int growTo = ExternalFunctionResultRouter.closestPow2(args.length);
-            if (growTo > MAX_BUF_SIZE) {
-                throw HyracksDataException.create(ErrorCode.ILLEGAL_STATE,
-                        "Unable to allocate message buffer larger than:" + MAX_BUF_SIZE + " bytes");
-            }
-            buf = ByteBuffer.allocate(growTo);
-        }
+    public void call(int numArgs, int len) throws HyracksDataException {
         buf.clear();
         buf.position(0);
         this.type = MessageType.CALL;
-        dataLength = 5 + 1 + lim;
+        dataLength = 5 + 1 + len;
         packHeader();
         //TODO: make this switch between fixarray/array16/array32
         buf.put((byte) (FIXARRAY_PREFIX + 1));
-        buf.put(ARRAY32);
-        buf.putInt(numArgs);
-        if (numArgs > 0) {
-            buf.put(args, 0, lim);
-        }
+        buf.put(ARRAY16);
+        buf.putShort((short) numArgs);
     }
 
-    public void callMulti(byte[] args, int lim, int numArgs) throws HyracksDataException {
-        if (args.length > buf.capacity()) {
-            int growTo = ExternalFunctionResultRouter.closestPow2(args.length);
-            if (growTo > MAX_BUF_SIZE) {
-                throw HyracksDataException.create(ErrorCode.ILLEGAL_STATE,
-                        "Unable to allocate message buffer larger than:" + MAX_BUF_SIZE + " bytes");
-            }
-            buf = ByteBuffer.allocate(growTo);
-        }
+    public void callMulti(int lim, int numArgs) throws HyracksDataException {
         buf.clear();
         buf.position(0);
         this.type = MessageType.CALL;
@@ -137,9 +129,6 @@
         //TODO: make this switch between fixarray/array16/array32
         buf.put(ARRAY16);
         buf.putShort((short) numArgs);
-        if (numArgs > 0) {
-            buf.put(args, 0, lim);
-        }
     }
 
     //this is used to send a serialized java inetaddress to the entrypoint so it can send it back
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
index e54b729..f71150a 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalLibraryManager.java
@@ -639,7 +639,9 @@
                 final INetworkSecurityConfig configuration = networkSecurityManager.getConfiguration();
                 KeyStore trustStore = KeyStore.getInstance(KeyStore.getDefaultType());
                 try (FileInputStream trustStoreFile = new FileInputStream(configuration.getTrustStoreFile())) {
-                    trustStore.load(trustStoreFile, configuration.getKeyStorePassword().toCharArray());
+                    String ksPassword = configuration.getKeyStorePassword();
+                    trustStore.load(trustStoreFile,
+                            ksPassword == null || ksPassword.isEmpty() ? null : ksPassword.toCharArray());
                 }
                 SSLContext sslcontext = SSLContexts.custom().loadTrustMaterial(trustStore, null).build();
                 SSLConnectionSocketFactory sslsf = new SSLConnectionSocketFactory(sslcontext,
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarJavaFunctionEvaluator.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarJavaFunctionEvaluator.java
index 35d55f7..4aa5f42 100755
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarJavaFunctionEvaluator.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarJavaFunctionEvaluator.java
@@ -55,9 +55,16 @@
 
         String classname = finfo.getExternalIdentifier().get(0);
         try {
-            Class<?> clazz = Class.forName(classname, true, library.getClassLoader());
-            IFunctionFactory externalFunctionFactory = (IFunctionFactory) clazz.newInstance();
-            externalFunctionInstance = (IExternalScalarFunction) externalFunctionFactory.getExternalFunction();
+            //first, check if this class is assignable to the correct interface before running static initializers that
+            //may be dangerous
+            Class<?> clazz = Class.forName(classname, false, library.getClassLoader());
+            if (IFunctionFactory.class.isAssignableFrom(clazz)) {
+                //check if clazz implements IFunctionFactory
+                IFunctionFactory externalFunctionFactory = (IFunctionFactory) clazz.newInstance();
+                externalFunctionInstance = (IExternalScalarFunction) externalFunctionFactory.getExternalFunction();
+            } else {
+                throw new ClassCastException("Specified class does not implement IFunctionFactory");
+            }
         } catch (Exception e) {
             throw new RuntimeDataException(ErrorCode.LIBRARY_EXTERNAL_FUNCTION_UNABLE_TO_LOAD_CLASS, e, classname);
         }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarPythonFunctionEvaluator.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarPythonFunctionEvaluator.java
index 7c860a2..94a4dd2 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarPythonFunctionEvaluator.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/ExternalScalarPythonFunctionEvaluator.java
@@ -61,6 +61,7 @@
 
     private MessageUnpacker unpacker;
     private ArrayBufferInput unpackerInput;
+    private MessageUnpackerToADM unpackerToADM;
 
     private long fnId;
 
@@ -87,6 +88,7 @@
         this.sourceLocation = sourceLoc;
         this.unpackerInput = new ArrayBufferInput(new byte[0]);
         this.unpacker = MessagePack.newDefaultUnpacker(unpackerInput);
+        this.unpackerToADM = new MessageUnpackerToADM();
     }
 
     @Override
@@ -107,18 +109,13 @@
                     hasNullArg = true;
                 }
             }
-            try {
-                PythonLibraryEvaluator.setArgument(argTypes[i], argValues[i], argHolder, nullCall);
-            } catch (IOException e) {
-                throw new HyracksDataException("Error evaluating Python UDF", e);
-            }
         }
         if (!nullCall && hasNullArg) {
             PointableHelper.setNull(result);
             return;
         }
         try {
-            ByteBuffer res = libraryEvaluator.callPython(fnId, argHolder, argTypes.length);
+            ByteBuffer res = libraryEvaluator.callPython(fnId, argTypes, argValues, nullCall);
             resultBuffer.reset();
             wrap(res, resultBuffer.getDataOutput());
         } catch (Exception e) {
@@ -133,30 +130,28 @@
         outputWrapper.position(0);
         try {
             if (resultWrapper == null) {
-                outputWrapper.put(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
-                out.write(outputWrapper.array(), 0, outputWrapper.position() + outputWrapper.arrayOffset());
+                out.writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
                 return;
             }
             if ((resultWrapper.get() ^ FIXARRAY_PREFIX) != (byte) 2) {
-                throw HyracksDataException.create(AsterixException.create(ErrorCode.EXTERNAL_UDF_EXCEPTION,
-                        "Returned result missing outer wrapper"));
+                throw HyracksDataException
+                        .create(AsterixException.create(ErrorCode.EXTERNAL_UDF_PROTO_RETURN_EXCEPTION));
             }
             int numresults = resultWrapper.get() ^ FIXARRAY_PREFIX;
             if (numresults > 0) {
-                MessageUnpackerToADM.unpack(resultWrapper, outputWrapper, true);
+                unpackerToADM.unpack(resultWrapper, out, true);
             }
             unpackerInput.reset(resultWrapper.array(), resultWrapper.position() + resultWrapper.arrayOffset(),
                     resultWrapper.remaining());
             unpacker.reset(unpackerInput);
-            int numEntries = unpacker.unpackArrayHeader();
-            for (int j = 0; j < numEntries; j++) {
-                outputWrapper.put(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+            int numErrors = unpacker.unpackArrayHeader();
+            for (int j = 0; j < numErrors; j++) {
+                out.writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
                 if (evaluatorContext.getWarningCollector().shouldWarn()) {
                     evaluatorContext.getWarningCollector().warn(
                             Warning.of(sourceLocation, ErrorCode.EXTERNAL_UDF_EXCEPTION, unpacker.unpackString()));
                 }
             }
-            out.write(outputWrapper.array(), 0, outputWrapper.position() + outputWrapper.arrayOffset());
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
index d1b2685..98755fc 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaFunctionHelper.java
@@ -56,7 +56,7 @@
     private final IObjectPool<IJObject, IAType> objectPool = new ListObjectPool<>(JTypeObjectFactory.INSTANCE);
     private final JObjectPointableVisitor pointableVisitor;
     private final PointableAllocator pointableAllocator;
-    private final Map<Integer, TypeInfo> poolTypeInfo;
+    private final Map<Integer, JavaTypeInfo> poolTypeInfo;
     private final Map<String, String> parameters;
     private final IAType[] argTypes;
 
@@ -164,10 +164,10 @@
         arguments[index] = jObject;
     }
 
-    private TypeInfo getTypeInfo(int index, IAType type) {
-        TypeInfo typeInfo = poolTypeInfo.get(index);
+    private JavaTypeInfo getTypeInfo(int index, IAType type) {
+        JavaTypeInfo typeInfo = poolTypeInfo.get(index);
         if (typeInfo == null) {
-            typeInfo = new TypeInfo(objectPool, type, type.getTypeTag());
+            typeInfo = new JavaTypeInfo(objectPool, type, type.getTypeTag());
             poolTypeInfo.put(index, typeInfo);
         }
         return typeInfo;
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaTypeInfo.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaTypeInfo.java
new file mode 100644
index 0000000..e60cc5d
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/JavaTypeInfo.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library;
+
+import org.apache.asterix.external.api.IJObject;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.util.container.IObjectPool;
+
+public class JavaTypeInfo {
+
+    private IObjectPool<IJObject, IAType> objectPool;
+    private IAType atype;
+    private ATypeTag typeTag;
+
+    public JavaTypeInfo(IObjectPool<IJObject, IAType> objectPool, IAType atype, ATypeTag typeTag) {
+        this.objectPool = objectPool;
+        this.atype = atype;
+        this.typeTag = typeTag;
+    }
+
+    public void reset(IAType atype, ATypeTag typeTag) {
+        this.atype = atype;
+        this.typeTag = typeTag;
+    }
+
+    public IObjectPool<IJObject, IAType> getObjectPool() {
+        return objectPool;
+    }
+
+    public void setObjectPool(IObjectPool<IJObject, IAType> objectPool) {
+        this.objectPool = objectPool;
+    }
+
+    public IAType getAtype() {
+        return atype;
+    }
+
+    public void setAtype(IAType atype) {
+        this.atype = atype;
+    }
+
+    public ATypeTag getTypeTag() {
+        return typeTag;
+    }
+
+    public void setTypeTag(ATypeTag typeTag) {
+        this.typeTag = typeTag;
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PyTypeInfo.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PyTypeInfo.java
new file mode 100644
index 0000000..e2b7ad4
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PyTypeInfo.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library;
+
+import java.io.DataOutput;
+import java.util.Objects;
+
+import org.apache.asterix.om.types.IAType;
+
+public class PyTypeInfo {
+
+    private final IAType type;
+    private final DataOutput out;
+
+    public PyTypeInfo(IAType type, DataOutput out) {
+        this.type = type;
+        this.out = out;
+    }
+
+    public DataOutput getDataOutput() {
+        return out;
+    }
+
+    public IAType getType() {
+        return type;
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(out, type);
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        return out.equals(out) && type.equals(type);
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PythonLibraryEvaluator.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PythonLibraryEvaluator.java
index 457b86a..f82b30d 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PythonLibraryEvaluator.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/PythonLibraryEvaluator.java
@@ -34,7 +34,7 @@
 import org.apache.asterix.common.library.ILibraryManager;
 import org.apache.asterix.external.ipc.ExternalFunctionResultRouter;
 import org.apache.asterix.external.ipc.PythonIPCProto;
-import org.apache.asterix.external.library.msgpack.MessagePackerFromADM;
+import org.apache.asterix.external.library.msgpack.MessagePackUtils;
 import org.apache.asterix.om.functions.IExternalFunctionInfo;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -50,6 +50,7 @@
 import org.apache.hyracks.api.resources.IDeallocatable;
 import org.apache.hyracks.data.std.api.IValueReference;
 import org.apache.hyracks.data.std.primitive.TaggedValuePointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
 import org.apache.hyracks.ipc.impl.IPCSystem;
 
@@ -86,7 +87,6 @@
         this.ipcSys = ipcSys;
         this.warningCollector = warningCollector;
         this.sourceLoc = sourceLoc;
-
     }
 
     private void initialize() throws IOException, AsterixException {
@@ -128,10 +128,11 @@
         return proto.init(packageModule, clazz, fn);
     }
 
-    public ByteBuffer callPython(long id, ByteBuffer arguments, int numArgs) throws IOException {
+    public ByteBuffer callPython(long id, IAType[] argTypes, IValueReference[] valueReferences, boolean nullCall)
+            throws IOException {
         ByteBuffer ret = null;
         try {
-            ret = proto.call(id, arguments, numArgs);
+            ret = proto.call(id, argTypes, valueReferences, nullCall);
         } catch (AsterixException e) {
             if (warningCollector.shouldWarn()) {
                 warningCollector.warn(Warning.of(sourceLoc, EXTERNAL_UDF_EXCEPTION, e.getMessage()));
@@ -140,7 +141,7 @@
         return ret;
     }
 
-    public ByteBuffer callPythonMulti(long id, ByteBuffer arguments, int numTuples) throws IOException {
+    public ByteBuffer callPythonMulti(long id, ArrayBackedValueStorage arguments, int numTuples) throws IOException {
         ByteBuffer ret = null;
         try {
             ret = proto.callMulti(id, arguments, numTuples);
@@ -169,20 +170,6 @@
         router.removeRoute(proto.getRouteId());
     }
 
-    public static ATypeTag setArgument(IAType type, IValueReference valueReference, ByteBuffer argHolder,
-            boolean nullCall) throws IOException {
-        ATypeTag tag = type.getTypeTag();
-        if (tag == ATypeTag.ANY) {
-            TaggedValuePointable pointy = TaggedValuePointable.FACTORY.createPointable();
-            pointy.set(valueReference);
-            ATypeTag rtTypeTag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(pointy.getTag());
-            IAType rtType = TypeTagUtil.getBuiltinTypeByTag(rtTypeTag);
-            return MessagePackerFromADM.pack(valueReference, rtType, argHolder, nullCall);
-        } else {
-            return MessagePackerFromADM.pack(valueReference, type, argHolder, nullCall);
-        }
-    }
-
     public static ATypeTag peekArgument(IAType type, IValueReference valueReference) throws HyracksDataException {
         ATypeTag tag = type.getTypeTag();
         if (tag == ATypeTag.ANY) {
@@ -190,15 +177,15 @@
             pointy.set(valueReference);
             ATypeTag rtTypeTag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(pointy.getTag());
             IAType rtType = TypeTagUtil.getBuiltinTypeByTag(rtTypeTag);
-            return MessagePackerFromADM.peekUnknown(rtType);
+            return MessagePackUtils.peekUnknown(rtType);
         } else {
-            return MessagePackerFromADM.peekUnknown(type);
+            return MessagePackUtils.peekUnknown(type);
         }
     }
 
-    public static void setVoidArgument(ByteBuffer argHolder) {
-        argHolder.put(ARRAY16);
-        argHolder.putShort((short) 0);
+    public static void setVoidArgument(ArrayBackedValueStorage argHolder) throws IOException {
+        argHolder.getDataOutput().writeByte(ARRAY16);
+        argHolder.getDataOutput().writeShort((short) 0);
     }
 
     public static PythonLibraryEvaluator getInstance(IExternalFunctionInfo finfo, ILibraryManager libMgr,
@@ -218,4 +205,5 @@
         }
         return evaluator;
     }
+
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/TypeInfo.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/TypeInfo.java
deleted file mode 100644
index 453cf39..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/TypeInfo.java
+++ /dev/null
@@ -1,67 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.library;
-
-import org.apache.asterix.external.api.IJObject;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.IAType;
-import org.apache.asterix.om.util.container.IObjectPool;
-
-public class TypeInfo {
-
-    private IObjectPool<IJObject, IAType> objectPool;
-    private IAType atype;
-    private ATypeTag typeTag;
-
-    public TypeInfo(IObjectPool<IJObject, IAType> objectPool, IAType atype, ATypeTag typeTag) {
-        this.objectPool = objectPool;
-        this.atype = atype;
-        this.typeTag = typeTag;
-    }
-
-    public void reset(IAType atype, ATypeTag typeTag) {
-        this.atype = atype;
-        this.typeTag = typeTag;
-    }
-
-    public IObjectPool<IJObject, IAType> getObjectPool() {
-        return objectPool;
-    }
-
-    public void setObjectPool(IObjectPool<IJObject, IAType> objectPool) {
-        this.objectPool = objectPool;
-    }
-
-    public IAType getAtype() {
-        return atype;
-    }
-
-    public void setAtype(IAType atype) {
-        this.atype = atype;
-    }
-
-    public ATypeTag getTypeTag() {
-        return typeTag;
-    }
-
-    public void setTypeTag(ATypeTag typeTag) {
-        this.typeTag = typeTag;
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectAccessors.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectAccessors.java
index 230627f..5479b56a 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectAccessors.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectAccessors.java
@@ -42,7 +42,7 @@
 import org.apache.asterix.external.api.IJObject;
 import org.apache.asterix.external.api.IJObjectAccessor;
 import org.apache.asterix.external.api.IJRecordAccessor;
-import org.apache.asterix.external.library.TypeInfo;
+import org.apache.asterix.external.library.JavaTypeInfo;
 import org.apache.asterix.external.library.java.base.JBoolean;
 import org.apache.asterix.external.library.java.base.JByte;
 import org.apache.asterix.external.library.java.base.JDate;
@@ -356,14 +356,14 @@
 
     public static class JRecordAccessor implements IJRecordAccessor {
 
-        private final TypeInfo typeInfo;
+        private final JavaTypeInfo typeInfo;
         private final JRecord jRecord;
         private final IJObject[] jObjects;
         private final LinkedHashMap<String, IJObject> openFields;
         private final UTF8StringReader reader = new UTF8StringReader();
 
         public JRecordAccessor(ARecordType recordType, IObjectPool<IJObject, IAType> objectPool) {
-            this.typeInfo = new TypeInfo(objectPool, null, null);
+            this.typeInfo = new JavaTypeInfo(objectPool, null, null);
             this.jObjects = new IJObject[recordType.getFieldNames().length];
             this.openFields = new LinkedHashMap<>();
             this.jRecord = new JRecord(recordType, jObjects, openFields);
@@ -439,10 +439,10 @@
 
     public static class JListAccessor implements IJListAccessor {
 
-        private final TypeInfo typeInfo;
+        private final JavaTypeInfo typeInfo;
 
         public JListAccessor(IObjectPool<IJObject, IAType> objectPool) {
-            this.typeInfo = new TypeInfo(objectPool, null, null);
+            this.typeInfo = new JavaTypeInfo(objectPool, null, null);
         }
 
         @Override
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectPointableVisitor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectPointableVisitor.java
index 9edc569..bd64922 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectPointableVisitor.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/JObjectPointableVisitor.java
@@ -25,7 +25,7 @@
 import org.apache.asterix.external.api.IJObject;
 import org.apache.asterix.external.api.IJObjectAccessor;
 import org.apache.asterix.external.api.IJRecordAccessor;
-import org.apache.asterix.external.library.TypeInfo;
+import org.apache.asterix.external.library.JavaTypeInfo;
 import org.apache.asterix.external.library.java.JObjectAccessors.JListAccessor;
 import org.apache.asterix.external.library.java.JObjectAccessors.JRecordAccessor;
 import org.apache.asterix.om.pointables.AFlatValuePointable;
@@ -37,7 +37,7 @@
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
-public class JObjectPointableVisitor implements IVisitablePointableVisitor<IJObject, TypeInfo> {
+public class JObjectPointableVisitor implements IVisitablePointableVisitor<IJObject, JavaTypeInfo> {
 
     private final Map<ATypeTag, IJObjectAccessor> flatJObjectAccessors = new HashMap<ATypeTag, IJObjectAccessor>();
     private final Map<IVisitablePointable, IJRecordAccessor> raccessorToJObject =
@@ -46,7 +46,7 @@
             new HashMap<IVisitablePointable, IJListAccessor>();
 
     @Override
-    public IJObject visit(AListVisitablePointable accessor, TypeInfo arg) throws HyracksDataException {
+    public IJObject visit(AListVisitablePointable accessor, JavaTypeInfo arg) throws HyracksDataException {
         IJObject result = null;
         IJListAccessor jListAccessor = laccessorToPrinter.get(accessor);
         if (jListAccessor == null) {
@@ -58,7 +58,7 @@
     }
 
     @Override
-    public IJObject visit(ARecordVisitablePointable accessor, TypeInfo arg) throws HyracksDataException {
+    public IJObject visit(ARecordVisitablePointable accessor, JavaTypeInfo arg) throws HyracksDataException {
         IJObject result = null;
         IJRecordAccessor jRecordAccessor = raccessorToJObject.get(accessor);
         if (jRecordAccessor == null) {
@@ -70,7 +70,7 @@
     }
 
     @Override
-    public IJObject visit(AFlatValuePointable accessor, TypeInfo arg) throws HyracksDataException {
+    public IJObject visit(AFlatValuePointable accessor, JavaTypeInfo arg) throws HyracksDataException {
         ATypeTag typeTag = arg.getTypeTag();
         IJObject result = null;
         IJObjectAccessor jObjectAccessor = flatJObjectAccessors.get(typeTag);
@@ -83,7 +83,8 @@
         return result;
     }
 
-    public IJObject visit(AFlatValuePointable accessor, ATypeTag typeTag, TypeInfo arg) throws HyracksDataException {
+    public IJObject visit(AFlatValuePointable accessor, ATypeTag typeTag, JavaTypeInfo arg)
+            throws HyracksDataException {
         IJObject result = null;
         IJObjectAccessor jObjectAccessor = flatJObjectAccessors.get(typeTag);
         if (jObjectAccessor == null) {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/base/JInterval.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/base/JInterval.java
index 14caa1e..39a8909 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/base/JInterval.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/java/base/JInterval.java
@@ -27,7 +27,7 @@
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.commons.lang.ArrayUtils;
+import org.apache.commons.lang3.ArrayUtils;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public final class JInterval extends JObject<List<Long>> {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackAccessor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackAccessor.java
new file mode 100644
index 0000000..6b2f0f8
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackAccessor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library.msgpack;
+
+import java.io.IOException;
+
+@FunctionalInterface
+public interface IMsgPackAccessor<T, U, R> {
+    R apply(T t, U u) throws IOException;
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackListAccessor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackListAccessor.java
new file mode 100644
index 0000000..a061a06
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackListAccessor.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library.msgpack;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@FunctionalInterface
+public interface IMsgPackListAccessor<P, D, T, V, R> {
+
+    R access(P p, D d, T t, V v) throws HyracksDataException;
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackRecordAccessor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackRecordAccessor.java
new file mode 100644
index 0000000..0ce417d
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/IMsgPackRecordAccessor.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library.msgpack;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@FunctionalInterface
+public interface IMsgPackRecordAccessor<P, D, T, V, R> {
+
+    R access(P p, D d, T t, V v) throws HyracksDataException;
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackUtils.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackUtils.java
new file mode 100644
index 0000000..2377f9a
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackUtils.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library.msgpack;
+
+import static org.msgpack.core.MessagePack.Code.FIXARRAY_PREFIX;
+import static org.msgpack.core.MessagePack.Code.FIXSTR_PREFIX;
+import static org.msgpack.core.MessagePack.Code.STR32;
+
+import java.nio.ByteBuffer;
+import java.nio.charset.StandardCharsets;
+
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class MessagePackUtils {
+
+    public static ATypeTag peekUnknown(IAType type) {
+        switch (type.getTypeTag()) {
+            case MISSING:
+            case NULL:
+                return type.getTypeTag();
+            default:
+                return ATypeTag.TYPE;
+        }
+    }
+
+    public static void packFixPos(ByteBuffer buf, byte in) throws HyracksDataException {
+        byte mask = (byte) (1 << 7);
+        if ((in & mask) != 0) {
+            throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
+                    "fixint7 must be positive");
+        }
+        buf.put(in);
+    }
+
+    public static void packFixStr(ByteBuffer buf, String in) throws HyracksDataException {
+        byte[] strBytes = in.getBytes(StandardCharsets.UTF_8);
+        if (strBytes.length > 31) {
+            throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
+                    "fixint7 must be positive");
+        }
+        buf.put((byte) (FIXSTR_PREFIX + strBytes.length));
+        buf.put(strBytes);
+    }
+
+    public static void packStr(ByteBuffer out, String in) {
+        out.put(STR32);
+        byte[] strBytes = in.getBytes(StandardCharsets.UTF_8);
+        out.putInt(strBytes.length);
+        out.put(strBytes);
+    }
+
+    public static void packFixArrayHeader(ByteBuffer buf, byte numObj) {
+        buf.put((byte) (FIXARRAY_PREFIX + (0x0F & numObj)));
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackerFromADM.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackerFromADM.java
deleted file mode 100644
index f0ac56e..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessagePackerFromADM.java
+++ /dev/null
@@ -1,362 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- * http://www.apache.org/licenses/LICENSE-2.0
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.library.msgpack;
-
-import static org.msgpack.core.MessagePack.Code.ARRAY32;
-import static org.msgpack.core.MessagePack.Code.FALSE;
-import static org.msgpack.core.MessagePack.Code.FIXARRAY_PREFIX;
-import static org.msgpack.core.MessagePack.Code.FIXSTR_PREFIX;
-import static org.msgpack.core.MessagePack.Code.FLOAT32;
-import static org.msgpack.core.MessagePack.Code.FLOAT64;
-import static org.msgpack.core.MessagePack.Code.INT16;
-import static org.msgpack.core.MessagePack.Code.INT32;
-import static org.msgpack.core.MessagePack.Code.INT64;
-import static org.msgpack.core.MessagePack.Code.INT8;
-import static org.msgpack.core.MessagePack.Code.MAP32;
-import static org.msgpack.core.MessagePack.Code.NIL;
-import static org.msgpack.core.MessagePack.Code.STR32;
-import static org.msgpack.core.MessagePack.Code.TRUE;
-
-import java.nio.ByteBuffer;
-import java.nio.charset.StandardCharsets;
-
-import org.apache.asterix.common.exceptions.AsterixException;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.om.types.ARecordType;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.AUnionType;
-import org.apache.asterix.om.types.AbstractCollectionType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.asterix.om.types.TypeTagUtil;
-import org.apache.asterix.om.utils.NonTaggedFormatUtil;
-import org.apache.asterix.om.utils.RecordUtil;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IValueReference;
-import org.apache.hyracks.data.std.primitive.BooleanPointable;
-import org.apache.hyracks.data.std.primitive.BytePointable;
-import org.apache.hyracks.data.std.primitive.DoublePointable;
-import org.apache.hyracks.data.std.primitive.FloatPointable;
-import org.apache.hyracks.data.std.primitive.IntegerPointable;
-import org.apache.hyracks.data.std.primitive.LongPointable;
-import org.apache.hyracks.data.std.primitive.ShortPointable;
-import org.apache.hyracks.util.string.UTF8StringUtil;
-
-public class MessagePackerFromADM {
-
-    private static final int TYPE_TAG_SIZE = 1;
-    private static final int TYPE_SIZE = 1;
-    private static final int LENGTH_SIZE = 4;
-    private static final int ITEM_COUNT_SIZE = 4;
-    private static final int ITEM_OFFSET_SIZE = 4;
-
-    public static ATypeTag pack(IValueReference ptr, IAType type, ByteBuffer out, boolean packUnknown)
-            throws HyracksDataException {
-        return pack(ptr.getByteArray(), ptr.getStartOffset(), type, true, packUnknown, out);
-    }
-
-    public static ATypeTag pack(byte[] ptr, int offs, IAType type, boolean tagged, boolean packUnknown, ByteBuffer out)
-            throws HyracksDataException {
-        int relOffs = tagged ? offs + 1 : offs;
-        ATypeTag tag = type.getTypeTag();
-        switch (tag) {
-            case STRING:
-                packStr(ptr, relOffs, out);
-                break;
-            case BOOLEAN:
-                if (BooleanPointable.getBoolean(ptr, relOffs)) {
-                    out.put(TRUE);
-                } else {
-                    out.put(FALSE);
-                }
-                break;
-            case TINYINT:
-                packByte(out, BytePointable.getByte(ptr, relOffs));
-                break;
-            case SMALLINT:
-                packShort(out, ShortPointable.getShort(ptr, relOffs));
-                break;
-            case INTEGER:
-                packInt(out, IntegerPointable.getInteger(ptr, relOffs));
-                break;
-            case BIGINT:
-                packLong(out, LongPointable.getLong(ptr, relOffs));
-                break;
-            case FLOAT:
-                packFloat(out, FloatPointable.getFloat(ptr, relOffs));
-                break;
-            case DOUBLE:
-                packDouble(out, DoublePointable.getDouble(ptr, relOffs));
-                break;
-            case ARRAY:
-            case MULTISET:
-                packArray(ptr, offs, type, out);
-                break;
-            case OBJECT:
-                packObject(ptr, offs, type, out);
-                break;
-            case MISSING:
-            case NULL:
-                if (packUnknown) {
-                    packNull(out);
-                    break;
-                } else {
-                    return tag;
-                }
-            default:
-                throw HyracksDataException.create(AsterixException.create(ErrorCode.PARSER_ADM_DATA_PARSER_CAST_ERROR,
-                        tag.name(), "to a msgpack"));
-        }
-        return ATypeTag.TYPE;
-    }
-
-    public static ATypeTag peekUnknown(IAType type) {
-        switch (type.getTypeTag()) {
-            case MISSING:
-            case NULL:
-                return type.getTypeTag();
-            default:
-                return ATypeTag.TYPE;
-        }
-    }
-
-    public static void packNull(ByteBuffer out) {
-        out.put(NIL);
-    }
-
-    public static void packByte(ByteBuffer out, byte in) {
-        out.put(INT8);
-        out.put(in);
-    }
-
-    public static void packShort(ByteBuffer out, short in) {
-        out.put(INT16);
-        out.putShort(in);
-    }
-
-    public static void packInt(ByteBuffer out, int in) {
-        out.put(INT32);
-        out.putInt(in);
-
-    }
-
-    public static void packLong(ByteBuffer out, long in) {
-        out.put(INT64);
-        out.putLong(in);
-    }
-
-    public static void packFloat(ByteBuffer out, float in) {
-        out.put(FLOAT32);
-        out.putFloat(in);
-    }
-
-    public static void packDouble(ByteBuffer out, double in) {
-        out.put(FLOAT64);
-        out.putDouble(in);
-    }
-
-    public static void packFixPos(ByteBuffer out, byte in) throws HyracksDataException {
-        byte mask = (byte) (1 << 7);
-        if ((in & mask) != 0) {
-            throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
-                    "fixint7 must be positive");
-        }
-        out.put(in);
-    }
-
-    public static void packFixStr(ByteBuffer buf, String in) throws HyracksDataException {
-        byte[] strBytes = in.getBytes(StandardCharsets.UTF_8);
-        if (strBytes.length > 31) {
-            throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.ILLEGAL_STATE,
-                    "fixint7 must be positive");
-        }
-        buf.put((byte) (FIXSTR_PREFIX + strBytes.length));
-        buf.put(strBytes);
-    }
-
-    public static void packStr(ByteBuffer out, String in) {
-        out.put(STR32);
-        byte[] strBytes = in.getBytes(StandardCharsets.UTF_8);
-        out.putInt(strBytes.length);
-        out.put(strBytes);
-    }
-
-    private static void packStr(byte[] in, int offs, ByteBuffer out) {
-        out.put(STR32);
-        //TODO: tagged/untagged. closed support is borked so always tagged rn
-        String str = UTF8StringUtil.toString(in, offs);
-        byte[] strBytes = str.getBytes(StandardCharsets.UTF_8);
-        out.putInt(strBytes.length);
-        out.put(strBytes);
-    }
-
-    public static void packStr(String str, ByteBuffer out) {
-        out.put(STR32);
-        byte[] strBytes = str.getBytes(StandardCharsets.UTF_8);
-        out.putInt(strBytes.length);
-        out.put(strBytes);
-    }
-
-    private static void packArray(byte[] in, int offs, IAType type, ByteBuffer out) throws HyracksDataException {
-        //TODO: - could optimize to pack fixarray/array16 for small arrays
-        //      - this code is basically a static version of AListPointable, could be deduped
-        AbstractCollectionType collType = (AbstractCollectionType) type;
-        out.put(ARRAY32);
-        int lenOffs = offs + TYPE_TAG_SIZE + TYPE_SIZE;
-        int itemCtOffs = LENGTH_SIZE + lenOffs;
-        int itemCt = IntegerPointable.getInteger(in, itemCtOffs);
-        boolean fixType = NonTaggedFormatUtil.isFixedSizedCollection(type);
-        out.putInt(itemCt);
-        for (int i = 0; i < itemCt; i++) {
-            if (fixType) {
-                int itemOffs = itemCtOffs + ITEM_COUNT_SIZE + (i
-                        * NonTaggedFormatUtil.getFieldValueLength(in, 0, collType.getItemType().getTypeTag(), false));
-                pack(in, itemOffs, collType.getItemType(), false, true, out);
-            } else {
-                int itemOffs =
-                        offs + IntegerPointable.getInteger(in, itemCtOffs + ITEM_COUNT_SIZE + (i * ITEM_OFFSET_SIZE));
-                ATypeTag tag = ATypeTag.VALUE_TYPE_MAPPING[BytePointable.getByte(in, itemOffs)];
-                pack(in, itemOffs, TypeTagUtil.getBuiltinTypeByTag(tag), true, true, out);
-            }
-        }
-    }
-
-    private static void packObject(byte[] in, int offs, IAType type, ByteBuffer out) throws HyracksDataException {
-        ARecordType recType = (ARecordType) type;
-        out.put(MAP32);
-        int fieldCt = recType.getFieldNames().length + RecordUtils.getOpenFieldCount(in, offs, recType);
-        out.putInt(fieldCt);
-        for (int i = 0; i < recType.getFieldNames().length; i++) {
-            String field = recType.getFieldNames()[i];
-            IAType fieldType = RecordUtils.getClosedFieldType(recType, i);
-            packStr(field, out);
-            pack(in, RecordUtils.getClosedFieldOffset(in, offs, recType, i), fieldType, false, true, out);
-        }
-        if (RecordUtils.isExpanded(in, offs, recType)) {
-            for (int i = 0; i < RecordUtils.getOpenFieldCount(in, offs, recType); i++) {
-                packStr(in, RecordUtils.getOpenFieldNameOffset(in, offs, recType, i), out);
-                ATypeTag tag = ATypeTag.VALUE_TYPE_MAPPING[RecordUtils.getOpenFieldTag(in, offs, recType, i)];
-                pack(in, RecordUtils.getOpenFieldValueOffset(in, offs, recType, i),
-                        TypeTagUtil.getBuiltinTypeByTag(tag), true, true, out);
-            }
-        }
-
-    }
-
-    public static void packFixArrayHeader(ByteBuffer buf, byte numObj) {
-        buf.put((byte) (FIXARRAY_PREFIX + (0x0F & numObj)));
-    }
-
-    private static class RecordUtils {
-
-        static final int TAG_SIZE = 1;
-        static final int RECORD_LENGTH_SIZE = 4;
-        static final int EXPANDED_SIZE = 1;
-        static final int OPEN_OFFSET_SIZE = 4;
-        static final int CLOSED_COUNT_SIZE = 4;
-        static final int FIELD_OFFSET_SIZE = 4;
-        static final int OPEN_COUNT_SIZE = 4;
-        private static final int OPEN_FIELD_HASH_SIZE = 4;
-        private static final int OPEN_FIELD_OFFSET_SIZE = 4;
-        private static final int OPEN_FIELD_HEADER = OPEN_FIELD_HASH_SIZE + OPEN_FIELD_OFFSET_SIZE;
-
-        private static boolean isOpen(ARecordType recordType) {
-            return recordType == null || recordType.isOpen();
-        }
-
-        public static int getLength(byte[] bytes, int start) {
-            return IntegerPointable.getInteger(bytes, start + TAG_SIZE);
-        }
-
-        public static boolean isExpanded(byte[] bytes, int start, ARecordType recordType) {
-            return isOpen(recordType) && BooleanPointable.getBoolean(bytes, start + TAG_SIZE + RECORD_LENGTH_SIZE);
-        }
-
-        public static int getOpenPartOffset(int start, ARecordType recordType) {
-            return start + TAG_SIZE + RECORD_LENGTH_SIZE + (isOpen(recordType) ? EXPANDED_SIZE : 0);
-        }
-
-        public static int getNullBitmapOffset(byte[] bytes, int start, ARecordType recordType) {
-            return getOpenPartOffset(start, recordType) + (isExpanded(bytes, start, recordType) ? OPEN_OFFSET_SIZE : 0)
-                    + CLOSED_COUNT_SIZE;
-        }
-
-        public static int getNullBitmapSize(ARecordType recordType) {
-            return RecordUtil.computeNullBitmapSize(recordType);
-        }
-
-        public static final IAType getClosedFieldType(ARecordType recordType, int fieldId) {
-            IAType aType = recordType.getFieldTypes()[fieldId];
-            if (NonTaggedFormatUtil.isOptional(aType)) {
-                // optional field: add the embedded non-null type tag
-                aType = ((AUnionType) aType).getActualType();
-            }
-            return aType;
-        }
-
-        public static final int getClosedFieldOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            int offset = getNullBitmapOffset(bytes, start, recordType) + getNullBitmapSize(recordType)
-                    + fieldId * FIELD_OFFSET_SIZE;
-            return start + IntegerPointable.getInteger(bytes, offset);
-        }
-
-        public static final int getOpenFieldCount(byte[] bytes, int start, ARecordType recordType) {
-            return isExpanded(bytes, start, recordType)
-                    ? IntegerPointable.getInteger(bytes, getOpenFieldCountOffset(bytes, start, recordType)) : 0;
-        }
-
-        public static int getOpenFieldCountSize(byte[] bytes, int start, ARecordType recordType) {
-            return isExpanded(bytes, start, recordType) ? OPEN_COUNT_SIZE : 0;
-        }
-
-        public static int getOpenFieldCountOffset(byte[] bytes, int start, ARecordType recordType) {
-            return start + IntegerPointable.getInteger(bytes, getOpenPartOffset(start, recordType));
-        }
-
-        public static final int getOpenFieldValueOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return getOpenFieldNameOffset(bytes, start, recordType, fieldId)
-                    + getOpenFieldNameSize(bytes, start, recordType, fieldId);
-        }
-
-        public static int getOpenFieldNameSize(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            int utfleng = UTF8StringUtil.getUTFLength(bytes, getOpenFieldNameOffset(bytes, start, recordType, fieldId));
-            return utfleng + UTF8StringUtil.getNumBytesToStoreLength(utfleng);
-        }
-
-        public static int getOpenFieldNameOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return getOpenFieldOffset(bytes, start, recordType, fieldId);
-        }
-
-        public static final byte getOpenFieldTag(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return bytes[getOpenFieldValueOffset(bytes, start, recordType, fieldId)];
-        }
-
-        public static int getOpenFieldHashOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return getOpenFieldCountOffset(bytes, start, recordType) + getOpenFieldCountSize(bytes, start, recordType)
-                    + fieldId * OPEN_FIELD_HEADER;
-        }
-
-        public static int getOpenFieldOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return start
-                    + IntegerPointable.getInteger(bytes, getOpenFieldOffsetOffset(bytes, start, recordType, fieldId));
-        }
-
-        public static int getOpenFieldOffsetOffset(byte[] bytes, int start, ARecordType recordType, int fieldId) {
-            return getOpenFieldHashOffset(bytes, start, recordType, fieldId) + OPEN_FIELD_HASH_SIZE;
-        }
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessageUnpackerToADM.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessageUnpackerToADM.java
index 4af1121..d6121e8 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessageUnpackerToADM.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MessageUnpackerToADM.java
@@ -18,18 +18,39 @@
 
 import static org.msgpack.core.MessagePack.Code.*;
 
+import java.io.DataOutput;
+import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.util.Collections;
+import java.util.List;
 
+import org.apache.asterix.builders.AbvsBuilderFactory;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.external.input.stream.StandardUTF8ToModifiedUTF8DataOutput;
+import org.apache.asterix.external.input.stream.builders.ListLikeNumericArrayFactory;
+import org.apache.asterix.external.input.stream.builders.StandardToModifiedUTF8DataOutputFactory;
 import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.util.container.IObjectPool;
+import org.apache.asterix.om.util.container.ListObjectPool;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+import org.apache.hyracks.data.std.api.IMutableValueStorage;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.util.string.UTF8StringUtil;
 
 public class MessageUnpackerToADM {
 
-    public static void unpack(ByteBuffer in, ByteBuffer out, boolean tagged) throws HyracksDataException {
+    private final IObjectPool<IMutableValueStorage, ATypeTag> abvsBuilderPool =
+            new ListObjectPool<>(new AbvsBuilderFactory());
+    private final IObjectPool<StandardUTF8ToModifiedUTF8DataOutput, ATypeTag> utfPool =
+            new ListObjectPool<>(new StandardToModifiedUTF8DataOutputFactory());
+    private final IObjectPool<List<Long>, Long> listPool = new ListObjectPool<>(new ListLikeNumericArrayFactory<>());
+
+    public MessageUnpackerToADM() {
+    }
+
+    public void unpack(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         byte tag = NIL;
         if (in != null) {
             tag = in.get();
@@ -38,12 +59,12 @@
             unpackStr(in, out, (tag ^ FIXSTR_PREFIX), tagged);
         } else if (isFixInt(tag)) {
             if (tagged) {
-                out.put(ATypeTag.SERIALIZED_INT8_TYPE_TAG);
+                out.writeByte(ATypeTag.SERIALIZED_INT8_TYPE_TAG);
             }
             if (isPosFixInt(tag)) {
-                out.put(tag);
+                out.writeByte(tag);
             } else if (isNegFixInt(tag)) {
-                out.put(tag);
+                out.writeByte(tag);
             }
         } else if (isFixedArray(tag)) {
             unpackArray(in, out, (tag ^ FIXARRAY_PREFIX));
@@ -52,15 +73,15 @@
         } else {
             switch (tag) {
                 case TRUE:
-                    out.put(ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
-                    out.put((byte) 1);
+                    out.writeByte(ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
+                    out.writeByte((byte) 1);
                     break;
                 case FALSE:
-                    out.put(ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
-                    out.put((byte) 0);
+                    out.writeByte(ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
+                    out.writeByte((byte) 0);
                     break;
                 case NIL:
-                    out.put(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+                    out.writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
                     break;
                 case UINT8:
                     unpackUByte(in, out, tagged);
@@ -113,7 +134,6 @@
                 case MAP32:
                     unpackMap(in, out, (int) Integer.toUnsignedLong(in.getInt()));
                     break;
-
                 default:
                     throw HyracksDataException.create(AsterixException.create(
                             ErrorCode.PARSER_ADM_DATA_PARSER_CAST_ERROR, "msgpack tag " + tag + " ", "to an ADM type"));
@@ -121,154 +141,159 @@
         }
     }
 
-    public static void unpackByte(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackByte(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT8_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT8_TYPE_TAG);
         }
-        out.put(in.get());
+        out.writeByte(in.get());
     }
 
-    public static void unpackShort(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackShort(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT16_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT16_TYPE_TAG);
         }
-        out.putShort(in.getShort());
+        out.writeShort(in.getShort());
     }
 
-    public static void unpackInt(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackInt(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT32_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT32_TYPE_TAG);
         }
-        out.putInt(in.getInt());
+        out.writeInt(in.getInt());
     }
 
-    public static void unpackLong(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackLong(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
         }
-        out.putLong(in.getLong());
+        out.writeLong(in.getLong());
     }
 
-    public static void unpackUByte(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackUByte(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT16_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT16_TYPE_TAG);
         }
-        out.putShort((short) (in.get() & ((short) 0x00FF)));
+        out.writeShort((short) (in.get() & ((short) 0x00FF)));
     }
 
-    public static void unpackUShort(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackUShort(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT32_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT32_TYPE_TAG);
         }
-        out.putInt(in.getShort() & 0x0000FFFF);
+        out.writeInt(in.getShort() & 0x0000FFFF);
     }
 
-    public static void unpackUInt(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackUInt(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
         }
-        out.putLong(in.getInt() & 0x00000000FFFFFFFFl);
+        out.writeLong(in.getInt() & 0x00000000FFFFFFFFl);
     }
 
-    public static void unpackULong(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackULong(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_INT64_TYPE_TAG);
         }
         long val = in.getLong();
         if (val < 0) {
             throw new IllegalArgumentException("Integer overflow");
         }
-        out.putLong(val);
+        out.writeLong(val);
     }
 
-    public static void unpackFloat(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackFloat(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_FLOAT_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_FLOAT_TYPE_TAG);
         }
-        out.putFloat(in.getFloat());
+        out.writeFloat(in.getFloat());
 
     }
 
-    public static void unpackDouble(ByteBuffer in, ByteBuffer out, boolean tagged) {
+    public static void unpackDouble(ByteBuffer in, DataOutput out, boolean tagged) throws IOException {
         if (tagged) {
-            out.put(ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG);
         }
-        out.putDouble(in.getDouble());
+        out.writeDouble(in.getDouble());
     }
 
-    public static void unpackArray(ByteBuffer in, ByteBuffer out, long uLen) throws HyracksDataException {
+    public void unpackArray(ByteBuffer in, DataOutput out, long uLen) throws IOException {
         if (uLen > Integer.MAX_VALUE) {
             throw new UnsupportedOperationException("Array is too long");
         }
+        ArrayBackedValueStorage buildBuf = (ArrayBackedValueStorage) abvsBuilderPool.allocate(ATypeTag.ARRAY);
+        buildBuf.reset();
+        DataOutput bufOut = buildBuf.getDataOutput();
         int count = (int) uLen;
-        int offs = out.position();
-        out.put(ATypeTag.SERIALIZED_ORDEREDLIST_TYPE_TAG);
-        out.put(ATypeTag.ANY.serialize());
-        int asxLenPos = out.position();
+        bufOut.writeByte(ATypeTag.SERIALIZED_ORDEREDLIST_TYPE_TAG);
+        bufOut.writeByte(ATypeTag.ANY.serialize());
+        int asxLenPos = buildBuf.getLength();
         //reserve space
-        out.putInt(-1);
-        out.putInt(count);
-        int slotStartOffs = out.position() + out.arrayOffset();
+        bufOut.writeInt(-1);
+        bufOut.writeInt(count);
+        int slotStartOffs = buildBuf.getLength();
         for (int i = 0; i < count; i++) {
-            out.putInt(0xFFFF);
+            bufOut.writeInt(0xDEADBEEF);
         }
         for (int i = 0; i < count; i++) {
-            out.putInt(slotStartOffs + (i * 4), (out.position() - offs));
-            unpack(in, out, true);
+            IntegerPointable.setInteger(buildBuf.getByteArray(), ((slotStartOffs) + (i * 4)), buildBuf.getLength());
+            //tagged b/c any
+            unpack(in, bufOut, true);
         }
-        int totalLen = out.position() - offs;
-        out.putInt(asxLenPos, totalLen);
+        IntegerPointable.setInteger(buildBuf.getByteArray(), asxLenPos, buildBuf.getLength());
+        out.write(buildBuf.getByteArray(), buildBuf.getStartOffset(), buildBuf.getLength());
     }
 
-    public static void unpackMap(ByteBuffer in, ByteBuffer out, int count) throws HyracksDataException {
+    public void unpackMap(ByteBuffer in, DataOutput out, int count) throws IOException {
         //TODO: need to handle typed records. this only produces a completely open record.
+        ArrayBackedValueStorage buildBuf = (ArrayBackedValueStorage) abvsBuilderPool.allocate(ATypeTag.OBJECT);
+        List<Long> offsets = listPool.allocate((long) count);
+        DataOutput bufOut = buildBuf.getDataOutput();
         //hdr size = 6?
-        int startOffs = out.position();
-        out.put(ATypeTag.SERIALIZED_RECORD_TYPE_TAG);
-        int totalSizeOffs = out.position();
-        out.putInt(-1);
+        bufOut.writeByte(ATypeTag.SERIALIZED_RECORD_TYPE_TAG);
+        int totalSizeOffs = buildBuf.getLength();
+        bufOut.writeInt(-1);
         //isExpanded
-        out.put((byte) 1);
-        int openPartOffs = out.position();
-        out.putInt(-1);
+        bufOut.writeByte((byte) 1);
+        int openPartOffs = buildBuf.getLength();
+        bufOut.writeInt(-1);
         //isExpanded, so num of open fields
-        out.putInt(openPartOffs, out.position() - startOffs);
-        out.putInt(count);
-        int offsetAryPos = out.position();
+        IntegerPointable.setInteger(buildBuf.getByteArray(), openPartOffs, buildBuf.getLength());
+        bufOut.writeInt(count);
+        int offsetAryPos = buildBuf.getLength();
         int offsetArySz = count * 2;
         //allocate space for open field offsets
         for (int i = 0; i < offsetArySz; i++) {
-            out.putInt(0xDEADBEEF);
+            bufOut.writeInt(0xDEADBEEF);
         }
         for (int i = 0; i < count; i++) {
-            int offs = out.position() + out.arrayOffset();
-            int relOffs = offs - startOffs;
-            unpack(in, out, false);
-            int hash = UTF8StringUtil.hash(out.array(), offs);
-            out.putInt(offsetAryPos, hash);
-            offsetAryPos += 4;
-            out.putInt(offsetAryPos, relOffs);
-            offsetAryPos += 4;
-            unpack(in, out, true);
+            int offs = buildBuf.getLength();
+            unpack(in, bufOut, false);
+            long hash = UTF8StringUtil.hash(buildBuf.getByteArray(), offs);
+            offsets.set(i, (hash << 32) + offs);
+            unpack(in, bufOut, true);
         }
-        out.putInt(totalSizeOffs, out.position() - startOffs);
+        Collections.sort(offsets);
+        for (Long l : offsets) {
+            IntegerPointable.setInteger(buildBuf.getByteArray(), offsetAryPos, (int) (l >> 32));
+            offsetAryPos += 4;
+            IntegerPointable.setInteger(buildBuf.getByteArray(), offsetAryPos, (int) ((l << 32) >> 32));
+            offsetAryPos += 4;
+        }
+        IntegerPointable.setInteger(buildBuf.getByteArray(), totalSizeOffs, buildBuf.getLength());
+        out.write(buildBuf.getByteArray(), buildBuf.getStartOffset(), buildBuf.getLength());
     }
 
-    public static void unpackStr(ByteBuffer in, ByteBuffer out, long uLen, boolean tag) {
-        //TODO: this probably breaks for 3 and 4 byte UTF-8
+    public void unpackStr(ByteBuffer in, DataOutput out, long uLen, boolean tag) throws IOException {
         if (tag) {
-            out.put(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+            out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
         }
         if (Long.compareUnsigned(uLen, Integer.MAX_VALUE) > 0) {
             throw new UnsupportedOperationException("String is too long");
         }
         int len = (int) uLen;
-        int strLen = UTF8StringUtil.getStringLength(in.array(), in.position() + in.arrayOffset(), len);
-        int adv = VarLenIntEncoderDecoder.encode(strLen, out.array(), out.position() + out.arrayOffset());
-        out.position(out.position() + adv);
-        System.arraycopy(in.array(), in.arrayOffset() + in.position(), out.array(), out.arrayOffset() + out.position(),
-                len);
-        out.position(out.position() + len);
+        StandardUTF8ToModifiedUTF8DataOutput conv = utfPool.allocate(ATypeTag.STRING);
+        conv.setDataOutput(out);
+        conv.write(in.array(), in.arrayOffset() + in.position(), len);
         in.position(in.position() + len);
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackAccessors.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackAccessors.java
new file mode 100644
index 0000000..a90a183
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackAccessors.java
@@ -0,0 +1,275 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.library.msgpack;
+
+import static org.apache.hyracks.util.string.UTF8StringUtil.getUTFLength;
+import static org.msgpack.core.MessagePack.Code.ARRAY32;
+import static org.msgpack.core.MessagePack.Code.FALSE;
+import static org.msgpack.core.MessagePack.Code.FLOAT32;
+import static org.msgpack.core.MessagePack.Code.FLOAT64;
+import static org.msgpack.core.MessagePack.Code.INT16;
+import static org.msgpack.core.MessagePack.Code.INT32;
+import static org.msgpack.core.MessagePack.Code.INT64;
+import static org.msgpack.core.MessagePack.Code.INT8;
+import static org.msgpack.core.MessagePack.Code.MAP32;
+import static org.msgpack.core.MessagePack.Code.NIL;
+import static org.msgpack.core.MessagePack.Code.STR32;
+import static org.msgpack.core.MessagePack.Code.TRUE;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.dataflow.data.nontagged.printers.PrintTools;
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AFloatSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
+import org.apache.asterix.external.library.PyTypeInfo;
+import org.apache.asterix.om.pointables.AListVisitablePointable;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AbstractCollectionType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.TypeTagUtil;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class MsgPackAccessors {
+
+    private MsgPackAccessors() {
+    }
+
+    public static IMsgPackAccessor<IPointable, DataOutput, Void> createFlatMsgPackAccessor(ATypeTag aTypeTag)
+            throws HyracksDataException {
+        switch (aTypeTag) {
+            case BOOLEAN:
+                return MsgPackBooleanAccessor::apply;
+            case TINYINT:
+                return MsgPackInt8Accessor::apply;
+            case SMALLINT:
+                return MsgPackInt16Accessor::apply;
+            case INTEGER:
+                return MsgPackInt32Accessor::apply;
+            case BIGINT:
+                return MsgPackInt64Accessor::apply;
+            case FLOAT:
+                return MsgPackFloatAccessor::apply;
+            case DOUBLE:
+                return MsgPackDoubleAccessor::apply;
+            case STRING:
+                return MsgPackStringAccessor::apply;
+            case MISSING:
+            case NULL:
+                return MsgPackNullAccessor::apply;
+            default:
+                throw HyracksDataException
+                        .create(AsterixException.create(ErrorCode.TYPE_UNSUPPORTED, "msgpack", aTypeTag.name()));
+        }
+    }
+
+    public static class MsgPackInt8Accessor {
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            byte o = AInt8SerializerDeserializer.getByte(b, s + 1);
+            out.writeByte(INT8);
+            out.writeByte(o);
+            return null;
+        }
+    }
+
+    public static class MsgPackInt16Accessor {
+
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            short i = AInt16SerializerDeserializer.getShort(b, s + 1);
+            out.writeByte(INT16);
+            out.writeShort(i);
+            return null;
+        }
+    }
+
+    public static class MsgPackInt32Accessor {
+
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            int i = AInt32SerializerDeserializer.getInt(b, s + 1);
+            out.writeByte(INT32);
+            out.writeByte(i);
+            return null;
+        }
+    }
+
+    public static class MsgPackNullAccessor {
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            out.writeByte(NIL);
+            return null;
+        }
+    }
+
+    public static class MsgPackInt64Accessor {
+
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            long v = AInt64SerializerDeserializer.getLong(b, s + 1);
+            out.writeByte(INT64);
+            out.writeLong(v);
+            return null;
+        }
+    }
+
+    public static class MsgPackFloatAccessor {
+
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            float v = AFloatSerializerDeserializer.getFloat(b, s + 1);
+            out.writeByte(FLOAT32);
+            out.writeFloat(v);
+            return null;
+        }
+    }
+
+    public static class MsgPackDoubleAccessor {
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            double v = ADoubleSerializerDeserializer.getDouble(b, s + 1);
+            out.writeByte(FLOAT64);
+            out.writeDouble(v);
+            return null;
+        }
+    }
+
+    public static class MsgPackStringAccessor {
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            out.writeByte(STR32);
+            final int calculatedLength = getUTFLength(b, s + 1);
+            out.writeInt(calculatedLength);
+            PrintTools.writeUTF8StringRaw(b, s + 1, calculatedLength, out);
+            return null;
+        }
+
+    }
+
+    public static class MsgPackBooleanAccessor {
+        public static Void apply(IPointable pointable, DataOutput out) throws IOException {
+            byte[] b = pointable.getByteArray();
+            int s = pointable.getStartOffset();
+            boolean v = ABooleanSerializerDeserializer.getBoolean(b, s + 1);
+            if (v) {
+                out.writeByte(TRUE);
+            } else {
+                out.writeByte(FALSE);
+            }
+            return null;
+        }
+    }
+
+    public static class MsgPackRecordAccessor {
+
+        public static int getUTFLength(byte[] b, int s) {
+            return VarLenIntEncoderDecoder.decode(b, s);
+        }
+
+        public static Void access(ARecordVisitablePointable pointable, PyTypeInfo arg,
+                MsgPackPointableVisitor pointableVisitor) throws HyracksDataException {
+            List<IVisitablePointable> fieldPointables = pointable.getFieldValues();
+            List<IVisitablePointable> fieldTypeTags = pointable.getFieldTypeTags();
+            List<IVisitablePointable> fieldNames = pointable.getFieldNames();
+            boolean closedPart;
+            int index = 0;
+            DataOutput out = arg.getDataOutput();
+            ARecordType recordType = ((ARecordType) arg.getType());
+            try {
+                out.writeByte(MAP32);
+                out.writeInt(fieldNames.size());
+            } catch (IOException e) {
+                throw HyracksDataException.create(e);
+            }
+            try {
+                for (IVisitablePointable fieldPointable : fieldPointables) {
+                    closedPart = index < recordType.getFieldTypes().length;
+                    IVisitablePointable tt = fieldTypeTags.get(index);
+                    ATypeTag typeTag =
+                            EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(tt.getByteArray()[tt.getStartOffset()]);
+                    IAType fieldType;
+                    fieldType =
+                            closedPart ? recordType.getFieldTypes()[index] : TypeTagUtil.getBuiltinTypeByTag(typeTag);
+                    IPointable fieldName = fieldNames.get(index);
+                    MsgPackAccessors.createFlatMsgPackAccessor(BuiltinType.ASTRING.getTypeTag()).apply(fieldName,
+                            arg.getDataOutput());
+                    PyTypeInfo fieldTypeInfo = pointableVisitor.getTypeInfo(fieldType, out);
+                    fieldPointable.accept(pointableVisitor, fieldTypeInfo);
+                    index++;
+                }
+            } catch (IOException e) {
+                throw HyracksDataException.create(e);
+            }
+            return null;
+        }
+    }
+
+    public static class MsgPackListAccessor {
+
+        public static Void access(AListVisitablePointable pointable, PyTypeInfo arg,
+                MsgPackPointableVisitor pointableVisitor) throws HyracksDataException {
+            List<IVisitablePointable> items = pointable.getItems();
+            List<IVisitablePointable> itemTags = pointable.getItemTags();
+            DataOutput out = arg.getDataOutput();
+            try {
+                out.writeByte(ARRAY32);
+                out.writeInt(items.size());
+            } catch (IOException e) {
+                throw HyracksDataException.create(e);
+            }
+            for (int iter1 = 0; iter1 < items.size(); iter1++) {
+                IVisitablePointable itemPointable = items.get(iter1);
+                // First, try to get defined type.
+                IAType fieldType = ((AbstractCollectionType) arg.getType()).getItemType();
+                if (fieldType.getTypeTag() == ATypeTag.ANY) {
+                    // Second, if defined type is not available, try to infer it from data
+                    IVisitablePointable itemTagPointable = itemTags.get(iter1);
+                    ATypeTag itemTypeTag = EnumDeserializer.ATYPETAGDESERIALIZER
+                            .deserialize(itemTagPointable.getByteArray()[itemTagPointable.getStartOffset()]);
+                    fieldType = TypeTagUtil.getBuiltinTypeByTag(itemTypeTag);
+                }
+                PyTypeInfo fieldTypeInfo = pointableVisitor.getTypeInfo(fieldType, out);
+                itemPointable.accept(pointableVisitor, fieldTypeInfo);
+            }
+            return null;
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackPointableVisitor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackPointableVisitor.java
new file mode 100644
index 0000000..08be6ac
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/library/msgpack/MsgPackPointableVisitor.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.library.msgpack;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.asterix.external.library.PyTypeInfo;
+import org.apache.asterix.om.pointables.AFlatValuePointable;
+import org.apache.asterix.om.pointables.AListVisitablePointable;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.visitor.IVisitablePointableVisitor;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class MsgPackPointableVisitor implements IVisitablePointableVisitor<Void, PyTypeInfo> {
+
+    Map<DataOutput, Map<IAType, PyTypeInfo>> typeInfoMap = new HashMap<>();
+
+    public Void visit(AListVisitablePointable accessor, PyTypeInfo arg) throws HyracksDataException {
+        MsgPackAccessors.MsgPackListAccessor.access(accessor, arg, this);
+        return null;
+    }
+
+    @Override
+    public Void visit(ARecordVisitablePointable accessor, PyTypeInfo arg) throws HyracksDataException {
+        MsgPackAccessors.MsgPackRecordAccessor.access(accessor, arg, this);
+        return null;
+    }
+
+    @Override
+    public Void visit(AFlatValuePointable accessor, PyTypeInfo arg) throws HyracksDataException {
+        try {
+            MsgPackAccessors.createFlatMsgPackAccessor(arg.getType().getTypeTag()).apply(accessor, arg.getDataOutput());
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+        return null;
+    }
+
+    public PyTypeInfo getTypeInfo(IAType type, DataOutput out) {
+        PyTypeInfo tInfo = null;
+        Map<IAType, PyTypeInfo> type2TypeInfo = typeInfoMap.get(out);
+        if (type2TypeInfo == null) {
+            type2TypeInfo = new HashMap<>();
+            tInfo = new PyTypeInfo(type, out);
+            type2TypeInfo.put(type, tInfo);
+            typeInfoMap.put(out, type2TypeInfo);
+        }
+        tInfo = tInfo == null ? type2TypeInfo.get(type) : tInfo;
+        if (tInfo == null) {
+            tInfo = new PyTypeInfo(type, out);
+            type2TypeInfo.put(type, tInfo);
+        }
+        return tInfo;
+    }
+
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalAssignBatchRuntimeFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalAssignBatchRuntimeFactory.java
index 593bac6..741dad2 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalAssignBatchRuntimeFactory.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalAssignBatchRuntimeFactory.java
@@ -33,11 +33,14 @@
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.external.ipc.PythonIPCProto;
 import org.apache.asterix.external.library.PythonLibraryEvaluator;
 import org.apache.asterix.external.library.PythonLibraryEvaluatorFactory;
 import org.apache.asterix.external.library.msgpack.MessageUnpackerToADM;
-import org.apache.asterix.external.util.ExternalDataUtils;
+import org.apache.asterix.external.library.msgpack.MsgPackPointableVisitor;
+import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.asterix.om.functions.IExternalFunctionDescriptor;
+import org.apache.asterix.om.pointables.PointableAllocator;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.core.algebra.base.Counter;
@@ -48,6 +51,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.Warning;
 import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
 import org.msgpack.core.MessagePack;
@@ -58,12 +62,10 @@
 public final class ExternalAssignBatchRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
 
     private static final long serialVersionUID = 1L;
-    private int[] outColumns;
+    private final int[] outColumns;
     private final IExternalFunctionDescriptor[] fnDescs;
     private final int[][] fnArgColumns;
 
-    private int rpcBufferSize;
-
     public ExternalAssignBatchRuntimeFactory(int[] outColumns, IExternalFunctionDescriptor[] fnDescs,
             int[][] fnArgColumns, int[] projectionList) {
         super(projectionList);
@@ -76,17 +78,14 @@
     public AbstractOneInputOneOutputPushRuntime createOneOutputPushRuntime(IHyracksTaskContext ctx) {
 
         final int[] projectionToOutColumns = new int[projectionList.length];
-        //this is a temporary bodge. these buffers need to work like vsize frames, or be absent entirely
-        int maxArgSz = ExternalDataUtils.getArgBufferSize();
-        rpcBufferSize = ExternalDataUtils.roundUpToNearestFrameSize(maxArgSz, ctx.getInitialFrameSize());
         for (int j = 0; j < projectionList.length; j++) {
             projectionToOutColumns[j] = Arrays.binarySearch(outColumns, projectionList[j]);
         }
 
         return new AbstractOneInputOneOutputOneFramePushRuntime() {
 
-            private ByteBuffer outputWrapper;
-            private List<ByteBuffer> argHolders;
+            private ArrayBackedValueStorage outputWrapper;
+            private List<ArrayBackedValueStorage> argHolders;
             ArrayTupleBuilder tupleBuilder;
             private List<Pair<Long, PythonLibraryEvaluator>> libraryEvaluators;
             private ATypeTag[][] nullCalls;
@@ -95,6 +94,9 @@
             private MessageUnpacker unpacker;
             private ArrayBufferInput unpackerInput;
             private List<Pair<ByteBuffer, Counter>> batchResults;
+            private MessageUnpackerToADM unpackerToADM;
+            private PointableAllocator pointableAllocator;
+            private MsgPackPointableVisitor pointableVisitor;
 
             @Override
             public void open() throws HyracksDataException {
@@ -116,23 +118,26 @@
                 }
                 argHolders = new ArrayList<>(fnArgColumns.length);
                 for (int i = 0; i < fnArgColumns.length; i++) {
-                    argHolders.add(ctx.allocateFrame(rpcBufferSize));
+                    argHolders.add(new ArrayBackedValueStorage());
                 }
-                outputWrapper = ctx.allocateFrame();
+                outputWrapper = new ArrayBackedValueStorage();
                 nullCalls = new ATypeTag[argHolders.size()][0];
                 numCalls = new int[fnArgColumns.length];
                 batchResults = new ArrayList<>(argHolders.size());
                 for (int i = 0; i < argHolders.size(); i++) {
-                    batchResults.add(new Pair<>(ctx.allocateFrame(rpcBufferSize), new Counter(-1)));
+                    batchResults.add(new Pair<>(ByteBuffer.allocate(ExternalDataConstants.DEFAULT_BUFFER_SIZE),
+                            new Counter(-1)));
                 }
                 unpackerInput = new ArrayBufferInput(new byte[0]);
                 unpacker = MessagePack.newDefaultUnpacker(unpackerInput);
+                unpackerToADM = new MessageUnpackerToADM();
+                pointableAllocator = new PointableAllocator();
+                pointableVisitor = new MsgPackPointableVisitor();
             }
 
             private void resetBuffers(int numTuples, int[] numCalls) {
                 for (int func = 0; func < fnArgColumns.length; func++) {
-                    argHolders.get(func).clear();
-                    argHolders.get(func).position(0);
+                    argHolders.get(func).reset();
                     if (nullCalls[func].length < numTuples) {
                         nullCalls[func] = new ATypeTag[numTuples];
                     }
@@ -188,6 +193,8 @@
 
             @Override
             public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                /*TODO: this whole transposition stuff is not necessary
+                        the evaulator should accept a format that is a collection of rows, logically*/
                 tAccess.reset(buffer);
                 tupleBuilder.reset();
                 try {
@@ -211,14 +218,15 @@
                             }
                             if (argumentStatus == ATypeTag.TYPE) {
                                 if (cols.length > 0) {
-                                    argHolders.get(func).put(ARRAY16);
-                                    argHolders.get(func).putShort((short) cols.length);
+                                    argHolders.get(func).getDataOutput().writeByte(ARRAY16);
+                                    argHolders.get(func).getDataOutput().writeShort((short) cols.length);
                                 }
                                 for (int colIdx = 0; colIdx < cols.length; colIdx++) {
                                     ref.set(buffer.array(), tRef.getFieldStart(cols[colIdx]),
                                             tRef.getFieldLength(cols[colIdx]));
-                                    PythonLibraryEvaluator.setArgument(fnDescs[func].getArgumentTypes()[colIdx], ref,
-                                            argHolders.get(func), fnDescs[func].getFunctionInfo().getNullCall());
+                                    PythonIPCProto.visitValueRef(fnDescs[func].getArgumentTypes()[colIdx],
+                                            argHolders.get(func).getDataOutput(), ref, pointableAllocator,
+                                            pointableVisitor, fnDescs[func].getFunctionInfo().getNullCall());
                                 }
                             } else {
                                 numCalls[func]--;
@@ -228,6 +236,7 @@
                             }
                         }
                     }
+
                     //TODO: maybe this could be done in parallel for each unique library evaluator?
                     for (int argHolderIdx = 0; argHolderIdx < argHolders.size(); argHolderIdx++) {
                         Pair<Long, PythonLibraryEvaluator> fnEval = libraryEvaluators.get(argHolderIdx);
@@ -236,15 +245,14 @@
                         if (columnResult != null) {
                             Pair<ByteBuffer, Counter> resultholder = batchResults.get(argHolderIdx);
                             if (resultholder.getFirst().capacity() < columnResult.capacity()) {
-                                resultholder.setFirst(ctx.allocateFrame(ExternalDataUtils.roundUpToNearestFrameSize(
-                                        columnResult.capacity(), ctx.getInitialFrameSize())));
+                                ByteBuffer realloc = ctx.reallocateFrame(resultholder.getFirst(),
+                                        columnResult.capacity() * 2, false);
+                                resultholder.setFirst(realloc);
                             }
                             ByteBuffer resultBuf = resultholder.getFirst();
-                            resultBuf.clear();
-                            resultBuf.position(0);
                             //offset 1 to skip message type
-                            System.arraycopy(columnResult.array(), columnResult.arrayOffset() + 1, resultBuf.array(),
-                                    resultBuf.arrayOffset(), columnResult.capacity() - 1);
+                            System.arraycopy(columnResult.array(), 1, resultBuf.array(), 0,
+                                    columnResult.remaining() - 1);
                             //wrapper for results and warnings arrays. always length 2
                             consumeAndGetBatchLength(resultBuf);
                             int numResults = (int) consumeAndGetBatchLength(resultBuf);
@@ -260,37 +268,30 @@
                             }
                         }
                     }
+
                     //decompose returned function columns into frame tuple format
                     for (int i = 0; i < numTuples; i++) {
                         tupleBuilder.reset();
                         for (int f = 0; f < projectionList.length; f++) {
                             int k = projectionToOutColumns[f];
                             if (k >= 0) {
-                                outputWrapper.clear();
-                                outputWrapper.position(0);
+                                outputWrapper.reset();
                                 Pair<ByteBuffer, Counter> result = batchResults.get(k);
-                                if (result.getFirst() != null) {
-                                    if (result.getFirst().capacity() > outputWrapper.capacity()) {
-                                        outputWrapper = ctx.allocateFrame(ExternalDataUtils.roundUpToNearestFrameSize(
-                                                outputWrapper.capacity(), ctx.getInitialFrameSize()));
-                                    }
-                                }
-                                int start = outputWrapper.arrayOffset();
                                 ATypeTag functionCalled = nullCalls[k][i];
                                 if (functionCalled == ATypeTag.TYPE) {
                                     if (result.getSecond().get() > 0) {
-                                        MessageUnpackerToADM.unpack(result.getFirst(), outputWrapper, true);
+                                        unpackerToADM.unpack(result.getFirst(), outputWrapper.getDataOutput(), true);
                                         result.getSecond().set(result.getSecond().get() - 1);
                                     } else {
                                         //emit NULL for functions which failed with a warning
-                                        outputWrapper.put(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+                                        outputWrapper.getDataOutput().writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
                                     }
                                 } else if (functionCalled == ATypeTag.NULL) {
-                                    outputWrapper.put(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+                                    outputWrapper.getDataOutput().writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
                                 } else {
-                                    outputWrapper.put(ATypeTag.SERIALIZED_MISSING_TYPE_TAG);
+                                    outputWrapper.getDataOutput().writeByte(ATypeTag.SERIALIZED_MISSING_TYPE_TAG);
                                 }
-                                tupleBuilder.addField(outputWrapper.array(), start, start + outputWrapper.position());
+                                tupleBuilder.addField(outputWrapper.getByteArray(), 0, outputWrapper.getLength());
                             } else {
                                 tupleBuilder.addField(tAccess, i, projectionList[f]);
                             }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorDescriptor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorDescriptor.java
index 5ecd283..56bedea 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorDescriptor.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorDescriptor.java
@@ -40,7 +40,7 @@
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, int version) {
         super(spec, outRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory,
                 retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
-                maxFilterFieldIndexes, false);
+                maxFilterFieldIndexes, false, null);
         this.version = version;
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorNodePushable.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorNodePushable.java
index 80ebb4c..4e669c3 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorNodePushable.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalBTreeSearchOperatorNodePushable.java
@@ -46,7 +46,8 @@
             boolean retainMissing, IMissingWriterFactory missingWriterFactory,
             ISearchOperationCallbackFactory searchCallbackFactory, int version) throws HyracksDataException {
         super(ctx, partition, intputRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, null, null,
-                indexHelperFactory, retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, false);
+                indexHelperFactory, retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, false,
+                null);
         this.version = version;
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorDescriptor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorDescriptor.java
index 493d3ba..bd6c922 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorDescriptor.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorDescriptor.java
@@ -41,7 +41,7 @@
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, int version) {
         super(spec, outRecDesc, keyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput,
                 retainMissing, missingWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
-                maxFilterFieldIndexes, false);
+                maxFilterFieldIndexes, false, null);
         this.version = version;
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorNodePushable.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorNodePushable.java
index 0b294de..508cff7 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorNodePushable.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/ExternalRTreeSearchOperatorNodePushable.java
@@ -46,7 +46,7 @@
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
             int version) throws HyracksDataException {
         super(ctx, partition, inputRecDesc, keyFields, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, false);
+                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, false, null);
         this.version = version;
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/FeedMetaStoreNodePushable.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/FeedMetaStoreNodePushable.java
index 37e589a..7bc3b4f 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/FeedMetaStoreNodePushable.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/operators/FeedMetaStoreNodePushable.java
@@ -162,7 +162,7 @@
 
     @Override
     public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
-        long tid = tracer.durationB("Ingestion-Store", traceCategory, null);
+        long tid = tracer.durationB("Ingestion-Store", traceCategory);
         try {
             if (hasMessage) {
                 FeedUtils.processFeedMessage(buffer, message, fta);
@@ -172,7 +172,7 @@
             LOGGER.log(Level.WARN, "Failure Processing a frame at store side", e);
             throw HyracksDataException.create(e);
         } finally {
-            tracer.durationE(tid, traceCategory, null);
+            tracer.durationE(traceCategory, tid);
         }
     }
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractDataParser.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractDataParser.java
index cec4b2e..400ddf8 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractDataParser.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractDataParser.java
@@ -41,6 +41,7 @@
 import org.apache.asterix.om.base.AInt8;
 import org.apache.asterix.om.base.AInterval;
 import org.apache.asterix.om.base.ALine;
+import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.AMutableBinary;
 import org.apache.asterix.om.base.AMutableCircle;
 import org.apache.asterix.om.base.AMutableDate;
@@ -58,6 +59,7 @@
 import org.apache.asterix.om.base.AMutableLine;
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.base.AMutablePoint3D;
+import org.apache.asterix.om.base.AMutablePolygon;
 import org.apache.asterix.om.base.AMutableRectangle;
 import org.apache.asterix.om.base.AMutableString;
 import org.apache.asterix.om.base.AMutableTime;
@@ -66,6 +68,7 @@
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.base.APoint;
 import org.apache.asterix.om.base.APoint3D;
+import org.apache.asterix.om.base.APolygon;
 import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.ATime;
@@ -78,8 +81,10 @@
 import org.apache.asterix.om.base.temporal.ATimeParserFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.StringUtil;
 import org.apache.hyracks.util.bytes.Base64Parser;
 import org.apache.hyracks.util.bytes.HexParser;
 import org.apache.hyracks.util.string.UTF8StringReader;
@@ -114,6 +119,7 @@
     protected AMutableRectangle aRectangle = new AMutableRectangle(null, null);
     protected AMutablePoint aPoint2 = new AMutablePoint(0, 0);
     protected AMutableLine aLine = new AMutableLine(null, null);
+    protected AMutablePolygon aPolygon = new AMutablePolygon(null);
     protected AMutableDate aDate = new AMutableDate(0);
     protected AMutableInterval aInterval = new AMutableInterval(0L, 0L, (byte) 0);
 
@@ -146,6 +152,9 @@
     protected ISerializerDeserializer<ABoolean> booleanSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
     @SuppressWarnings("unchecked")
+    protected ISerializerDeserializer<AMissing> missingSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AMISSING);
+    @SuppressWarnings("unchecked")
     protected ISerializerDeserializer<ANull> nullSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
 
@@ -201,6 +210,9 @@
     protected final static ISerializerDeserializer<ALine> lineSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ALINE);
     @SuppressWarnings("unchecked")
+    protected final static ISerializerDeserializer<APolygon> polygonSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.APOLYGON);
+    @SuppressWarnings("unchecked")
     protected static final ISerializerDeserializer<AInterval> intervalSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINTERVAL);
 
@@ -235,13 +247,13 @@
 
     protected void parseDateTimeDuration(char[] buffer, int begin, int len, DataOutput out)
             throws HyracksDataException {
-        ADurationParserFactory.parseDuration(buffer, begin, len, aDayTimeDuration, ADurationParseOption.All);
+        ADurationParserFactory.parseDuration(buffer, begin, len, aDayTimeDuration, ADurationParseOption.DAY_TIME);
         dayTimeDurationSerde.serialize(aDayTimeDuration, out);
     }
 
     protected void parseYearMonthDuration(char[] buffer, int begin, int len, DataOutput out)
             throws HyracksDataException {
-        ADurationParserFactory.parseDuration(buffer, begin, len, aYearMonthDuration, ADurationParseOption.All);
+        ADurationParserFactory.parseDuration(buffer, begin, len, aYearMonthDuration, ADurationParseOption.YEAR_MONTH);
         yearMonthDurationSerde.serialize(aYearMonthDuration, out);
     }
 
@@ -342,6 +354,11 @@
         binarySerde.serialize(aBinary, out);
     }
 
+    protected void parseUUID(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+        aUUID.parseUUIDString(buffer, start, length);
+        uuidSerde.serialize(aUUID, out);
+    }
+
     protected long parseDatePart(String interval, int startOffset, int endOffset) throws HyracksDataException {
 
         while (interval.charAt(endOffset) == '"' || interval.charAt(endOffset) == ' ') {
@@ -368,16 +385,33 @@
         return ATimeParserFactory.parseTimePart(interval, startOffset, endOffset - startOffset + 1);
     }
 
-    protected double parseDouble(char[] buffer, int begin, int len) {
+    protected double parseDouble(char[] buffer, int begin, int len) throws ParseException {
         // TODO: parse double directly from char[]
         String str = new String(buffer, begin, len);
-        return Double.valueOf(str);
+        try {
+            return Double.parseDouble(str);
+        } catch (NumberFormatException e) {
+            throw new ParseException(ErrorCode.PARSER_ADM_DATA_PARSER_WRONG_INSTANCE, e, str,
+                    BuiltinType.ADOUBLE.getTypeName());
+        }
     }
 
-    protected float parseFloat(char[] buffer, int begin, int len) {
-        //TODO: pares float directly from char[]
+    protected float parseFloat(char[] buffer, int begin, int len) throws ParseException {
+        // TODO: parse float directly from char[]
         String str = new String(buffer, begin, len);
-        return Float.valueOf(str);
+        try {
+            return Float.parseFloat(str);
+        } catch (NumberFormatException e) {
+            throw new ParseException(ErrorCode.PARSER_ADM_DATA_PARSER_WRONG_INSTANCE, e, str,
+                    BuiltinType.AFLOAT.getTypeName());
+        }
+    }
+
+    protected void parseInt64(char[] buffer, int begin, int len, AMutableInt64 result) throws ParseException {
+        if (!NumberUtils.parseInt64(buffer, begin, begin + len, StringUtil.getCharArrayAccessor(), result, null)) {
+            throw new ParseException(ErrorCode.PARSER_ADM_DATA_PARSER_WRONG_INSTANCE, new String(buffer, begin, len),
+                    BuiltinType.AINT64.getTypeName());
+        }
     }
 
     protected int indexOf(char[] buffer, int begin, int len, char target) {
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractJsonDataParser.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractJsonDataParser.java
index 1dab9ed..4f8b628 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractJsonDataParser.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractJsonDataParser.java
@@ -74,10 +74,8 @@
     /**
      * Initialize JSONDataParser with GeometryCoParser
      *
-     * @param recordType
-     *            defined type.
-     * @param jsonFactory
-     *            Jackson JSON parser factory.
+     * @param recordType  defined type.
+     * @param jsonFactory Jackson JSON parser factory.
      */
     public AbstractJsonDataParser(ARecordType recordType, JsonFactory jsonFactory) {
         // recordType currently cannot be null, however this is to guarantee for any future changes.
@@ -102,7 +100,7 @@
             parseValue(BuiltinType.ANY, out);
             return true;
         } catch (IOException e) {
-            throw new RuntimeDataException(ErrorCode.RECORD_READER_MALFORMED_INPUT_STREAM, e);
+            throw createException(e);
         }
     }
 
@@ -240,8 +238,7 @@
     /**
      * Geometry in GeoJSON is an object
      *
-     * @param typeTag
-     *            geometry typeTag
+     * @param typeTag geometry typeTag
      * @param out
      * @throws IOException
      */
@@ -331,7 +328,7 @@
                 break;
             case INT:
             case DOUBLE:
-                serailizeNumeric(actualType.getTypeTag(), out);
+                serializeNumeric(actualType.getTypeTag(), out);
                 break;
             case STRING:
                 serializeString(actualType.getTypeTag(), out);
@@ -354,7 +351,7 @@
      * @param out
      * @throws IOException
      */
-    private void serailizeNumeric(ATypeTag numericType, DataOutput out) throws IOException {
+    protected void serializeNumeric(ATypeTag numericType, DataOutput out) throws IOException {
         final ATypeTag typeToUse = numericType == ATypeTag.ANY ? currentToken().getTypeTag() : numericType;
 
         switch (typeToUse) {
@@ -395,7 +392,7 @@
      * @param out
      * @throws IOException
      */
-    private void serializeString(ATypeTag stringVariantType, DataOutput out) throws IOException {
+    protected void serializeString(ATypeTag stringVariantType, DataOutput out) throws IOException {
         char[] buffer = jsonParser.getTextCharacters();
         int begin = jsonParser.getTextOffset();
         int len = jsonParser.getTextLength();
@@ -414,6 +411,18 @@
             case TIME:
                 parseTime(buffer, begin, len, out);
                 break;
+            case YEARMONTHDURATION:
+                parseYearMonthDuration(buffer, begin, len, out);
+                break;
+            case DAYTIMEDURATION:
+                parseDateTimeDuration(buffer, begin, len, out);
+                break;
+            case DURATION:
+                parseDuration(buffer, begin, len, out);
+                break;
+            case UUID:
+                parseUUID(buffer, begin, len, out);
+                break;
             default:
                 throw new RuntimeDataException(ErrorCode.TYPE_UNSUPPORTED, jsonParser.currentToken().toString());
 
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractNestedDataParser.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractNestedDataParser.java
index 433b949..b8a74d9 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractNestedDataParser.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/AbstractNestedDataParser.java
@@ -184,8 +184,10 @@
     protected boolean isConvertable(ATypeTag parsedTypeTag, ATypeTag definedTypeTag) {
         boolean convertable = parsedTypeTag == ATypeTag.STRING;
 
-        convertable &= definedTypeTag == ATypeTag.UUID || definedTypeTag == ATypeTag.DATE
-                || definedTypeTag == ATypeTag.TIME || definedTypeTag == ATypeTag.DATETIME;
+        convertable &=
+                definedTypeTag == ATypeTag.UUID || definedTypeTag == ATypeTag.DATE || definedTypeTag == ATypeTag.TIME
+                        || definedTypeTag == ATypeTag.DATETIME || definedTypeTag == ATypeTag.YEARMONTHDURATION
+                        || definedTypeTag == ATypeTag.DAYTIMEDURATION || definedTypeTag == ATypeTag.DURATION;
 
         return convertable || ATypeHierarchy.canPromote(parsedTypeTag, definedTypeTag)
                 || ATypeHierarchy.canDemote(parsedTypeTag, definedTypeTag);
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/HiveRecordParser.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/HiveRecordParser.java
deleted file mode 100644
index 9ab6c7d..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/HiveRecordParser.java
+++ /dev/null
@@ -1,379 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.parser;
-
-import java.io.DataOutput;
-import java.io.IOException;
-import java.util.List;
-import java.util.Properties;
-
-import org.apache.asterix.builders.IARecordBuilder;
-import org.apache.asterix.builders.OrderedListBuilder;
-import org.apache.asterix.builders.RecordBuilder;
-import org.apache.asterix.builders.UnorderedListBuilder;
-import org.apache.asterix.common.exceptions.ErrorCode;
-import org.apache.asterix.common.exceptions.RuntimeDataException;
-import org.apache.asterix.external.api.IRawRecord;
-import org.apache.asterix.external.api.IRecordDataParser;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
-import org.apache.asterix.om.types.AOrderedListType;
-import org.apache.asterix.om.types.ARecordType;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.AUnionType;
-import org.apache.asterix.om.types.AUnorderedListType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.asterix.om.utils.NonTaggedFormatUtil;
-import org.apache.hadoop.hive.serde.Constants;
-import org.apache.hadoop.hive.serde2.SerDe;
-import org.apache.hadoop.hive.serde2.objectinspector.ListObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.StructField;
-import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ByteObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.DoubleObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.IntObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.LongObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.ShortObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
-import org.apache.hadoop.hive.serde2.objectinspector.primitive.TimestampObjectInspector;
-import org.apache.hadoop.io.Writable;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.util.string.UTF8StringWriter;
-
-@SuppressWarnings("deprecation")
-public class HiveRecordParser implements IRecordDataParser<Writable> {
-
-    private ARecordType recordType;
-    private SerDe hiveSerde;
-    private StructObjectInspector oi;
-    private IARecordBuilder recBuilder;
-    private ArrayBackedValueStorage fieldValueBuffer;
-    private ArrayBackedValueStorage listItemBuffer;
-    private byte[] fieldTypeTags;
-    private IAType[] fieldTypes;
-    private OrderedListBuilder orderedListBuilder;
-    private UnorderedListBuilder unorderedListBuilder;
-    private List<? extends StructField> fieldRefs;
-    private UTF8StringWriter utf8Writer = new UTF8StringWriter();
-
-    public HiveRecordParser(ARecordType recordType, JobConf hadoopConfiguration, String hiveSerdeClassName)
-            throws HyracksDataException {
-        try {
-            this.recordType = recordType;
-            int n = recordType.getFieldNames().length;
-            fieldTypes = recordType.getFieldTypes();
-            //create the hive table schema.
-            Properties tbl = new Properties();
-            tbl.put(Constants.LIST_COLUMNS, getCommaDelimitedColNames(this.recordType));
-            tbl.put(Constants.LIST_COLUMN_TYPES, getColTypes(this.recordType));
-            hiveSerde = (SerDe) Class.forName(hiveSerdeClassName).newInstance();
-            hiveSerde.initialize(hadoopConfiguration, tbl);
-            oi = (StructObjectInspector) hiveSerde.getObjectInspector();
-            fieldValueBuffer = new ArrayBackedValueStorage();
-            recBuilder = new RecordBuilder();
-            recBuilder.reset(recordType);
-            recBuilder.init();
-            fieldTypeTags = new byte[n];
-            for (int i = 0; i < n; i++) {
-                ATypeTag tag = recordType.getFieldTypes()[i].getTypeTag();
-                fieldTypeTags[i] = tag.serialize();
-            }
-            fieldRefs = oi.getAllStructFieldRefs();
-        } catch (
-
-        Exception e)
-
-        {
-            throw HyracksDataException.create(e);
-        }
-
-    }
-
-    @Override
-    public boolean parse(IRawRecord<? extends Writable> record, DataOutput out) throws HyracksDataException {
-        try {
-            Writable hiveRawRecord = record.get();
-            Object hiveObject = hiveSerde.deserialize(hiveRawRecord);
-            int n = recordType.getFieldNames().length;
-            List<Object> attributesValues = oi.getStructFieldsDataAsList(hiveObject);
-            recBuilder.reset(recordType);
-            recBuilder.init();
-            for (int i = 0; i < n; i++) {
-                final Object value = attributesValues.get(i);
-                final ObjectInspector foi = fieldRefs.get(i).getFieldObjectInspector();
-                fieldValueBuffer.reset();
-                final DataOutput dataOutput = fieldValueBuffer.getDataOutput();
-                dataOutput.writeByte(fieldTypeTags[i]);
-                //get field type
-                parseItem(fieldTypes[i], value, foi, dataOutput, false);
-                recBuilder.addField(i, fieldValueBuffer);
-            }
-            recBuilder.write(out, true);
-            return true;
-        } catch (Exception e) {
-            throw HyracksDataException.create(e);
-        }
-    }
-
-    private void parseItem(IAType itemType, Object value, ObjectInspector foi, DataOutput dataOutput,
-            boolean primitiveOnly) throws HyracksDataException {
-        try {
-            switch (itemType.getTypeTag()) {
-                case BOOLEAN:
-                    parseBoolean(value, (BooleanObjectInspector) foi, dataOutput);
-                    break;
-                case TIME:
-                    parseTime(value, (TimestampObjectInspector) foi, dataOutput);
-                    break;
-                case DATE:
-                    parseDate(value, (TimestampObjectInspector) foi, dataOutput);
-                    break;
-                case DATETIME:
-                    parseDateTime(value, (TimestampObjectInspector) foi, dataOutput);
-                    break;
-                case DOUBLE:
-                    parseDouble(value, (DoubleObjectInspector) foi, dataOutput);
-                    break;
-                case FLOAT:
-                    parseFloat(value, (FloatObjectInspector) foi, dataOutput);
-                    break;
-                case TINYINT:
-                    parseInt8(value, (ByteObjectInspector) foi, dataOutput);
-                    break;
-                case SMALLINT:
-                    parseInt16(value, (ShortObjectInspector) foi, dataOutput);
-                    break;
-                case INTEGER:
-                    parseInt32(value, (IntObjectInspector) foi, dataOutput);
-                    break;
-                case BIGINT:
-                    parseInt64(value, (LongObjectInspector) foi, dataOutput);
-                    break;
-                case STRING:
-                    parseString(value, (StringObjectInspector) foi, dataOutput);
-                    break;
-                case ARRAY:
-                    if (primitiveOnly) {
-                        throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NON_PRIMITIVE_LIST_NOT_SUPPORT);
-                    }
-                    parseOrderedList((AOrderedListType) itemType, value, (ListObjectInspector) foi);
-                    break;
-                case MULTISET:
-                    if (primitiveOnly) {
-                        throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NON_PRIMITIVE_LIST_NOT_SUPPORT);
-                    }
-                    parseUnorderedList((AUnorderedListType) itemType, value, (ListObjectInspector) foi);
-                    break;
-                default:
-                    throw new RuntimeDataException(ErrorCode.PARSER_HIVE_FIELD_TYPE, itemType.getTypeTag());
-            }
-        } catch (IOException e) {
-            throw HyracksDataException.create(e);
-        }
-    }
-
-    private Object getColTypes(ARecordType record) throws HyracksDataException {
-        int n = record.getFieldTypes().length;
-        if (n < 1) {
-            throw new RuntimeDataException(ErrorCode.PARSER_HIVE_GET_COLUMNS);
-        }
-        //First Column
-        String cols = getHiveTypeString(record.getFieldTypes(), 0);
-        for (int i = 1; i < n; i++) {
-            cols = cols + "," + getHiveTypeString(record.getFieldTypes(), i);
-        }
-        return cols;
-    }
-
-    private String getCommaDelimitedColNames(ARecordType record) throws HyracksDataException {
-        if (record.getFieldNames().length < 1) {
-            throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NO_CLOSED_COLUMNS);
-        }
-
-        String cols = record.getFieldNames()[0];
-        for (int i = 1; i < record.getFieldNames().length; i++) {
-            cols = cols + "," + record.getFieldNames()[i];
-        }
-        return cols;
-    }
-
-    private String getHiveTypeString(IAType[] types, int i) throws HyracksDataException {
-        final IAType type = types[i];
-        ATypeTag tag = type.getTypeTag();
-        if (tag == ATypeTag.UNION) {
-            if (NonTaggedFormatUtil.isOptional(type)) {
-                throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NOT_SUPPORT_NON_OP_UNION);
-            }
-            tag = ((AUnionType) type).getActualType().getTypeTag();
-        }
-        if (tag == null) {
-            throw new RuntimeDataException(ErrorCode.PARSER_HIVE_MISSING_FIELD_TYPE_INFO, i);
-        }
-        switch (tag) {
-            case BOOLEAN:
-                return Constants.BOOLEAN_TYPE_NAME;
-            case DATE:
-                return Constants.DATE_TYPE_NAME;
-            case DATETIME:
-                return Constants.DATETIME_TYPE_NAME;
-            case DOUBLE:
-                return Constants.DOUBLE_TYPE_NAME;
-            case FLOAT:
-                return Constants.FLOAT_TYPE_NAME;
-            case SMALLINT:
-                return Constants.SMALLINT_TYPE_NAME;
-            case INTEGER:
-                return Constants.INT_TYPE_NAME;
-            case BIGINT:
-                return Constants.BIGINT_TYPE_NAME;
-            case TINYINT:
-                return Constants.TINYINT_TYPE_NAME;
-            case ARRAY:
-                return Constants.LIST_TYPE_NAME;
-            case STRING:
-                return Constants.STRING_TYPE_NAME;
-            case TIME:
-                return Constants.DATETIME_TYPE_NAME;
-            case MULTISET:
-                return Constants.LIST_TYPE_NAME;
-            default:
-                throw new RuntimeDataException(ErrorCode.PARSER_HIVE_FIELD_TYPE, tag);
-        }
-    }
-
-    private void parseInt64(Object obj, LongObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeLong(foi.get(obj));
-    }
-
-    private void parseInt32(Object obj, IntObjectInspector foi, DataOutput dataOutput) throws IOException {
-        if (obj == null) {
-            throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NULL_FIELD);
-        }
-        dataOutput.writeInt(foi.get(obj));
-    }
-
-    private void parseInt16(Object obj, ShortObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeShort(foi.get(obj));
-    }
-
-    private void parseFloat(Object obj, FloatObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeFloat(foi.get(obj));
-    }
-
-    private void parseDouble(Object obj, DoubleObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeDouble(foi.get(obj));
-    }
-
-    private void parseDateTime(Object obj, TimestampObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeLong(foi.getPrimitiveJavaObject(obj).getTime());
-    }
-
-    private void parseDate(Object obj, TimestampObjectInspector foi, DataOutput dataOutput) throws IOException {
-        long chrononTimeInMs = foi.getPrimitiveJavaObject(obj).getTime();
-        short temp = 0;
-        if (chrononTimeInMs < 0 && chrononTimeInMs % GregorianCalendarSystem.CHRONON_OF_DAY != 0) {
-            temp = 1;
-        }
-        dataOutput.writeInt((int) (chrononTimeInMs / GregorianCalendarSystem.CHRONON_OF_DAY) - temp);
-    }
-
-    private void parseBoolean(Object obj, BooleanObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeBoolean(foi.get(obj));
-    }
-
-    private void parseInt8(Object obj, ByteObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeByte(foi.get(obj));
-    }
-
-    private void parseString(Object obj, StringObjectInspector foi, DataOutput dataOutput) throws IOException {
-        utf8Writer.writeUTF8(foi.getPrimitiveJavaObject(obj), dataOutput);
-    }
-
-    private void parseTime(Object obj, TimestampObjectInspector foi, DataOutput dataOutput) throws IOException {
-        dataOutput.writeInt((int) (foi.getPrimitiveJavaObject(obj).getTime() % 86400000));
-    }
-
-    private void parseOrderedList(AOrderedListType aOrderedListType, Object obj, ListObjectInspector foi)
-            throws HyracksDataException {
-        OrderedListBuilder orderedListBuilder = getOrderedListBuilder();
-        IAType itemType = null;
-        if (aOrderedListType != null)
-            itemType = aOrderedListType.getItemType();
-        orderedListBuilder.reset(aOrderedListType);
-
-        int n = foi.getListLength(obj);
-        for (int i = 0; i < n; i++) {
-            Object element = foi.getListElement(obj, i);
-            ObjectInspector eoi = foi.getListElementObjectInspector();
-            if (element == null) {
-                throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NULL_VALUE_IN_LIST);
-            }
-            parseItem(itemType, element, eoi, listItemBuffer.getDataOutput(), true);
-            orderedListBuilder.addItem(listItemBuffer);
-        }
-        orderedListBuilder.write(fieldValueBuffer.getDataOutput(), true);
-    }
-
-    private void parseUnorderedList(AUnorderedListType uoltype, Object obj, ListObjectInspector oi) throws IOException {
-        UnorderedListBuilder unorderedListBuilder = getUnorderedListBuilder();
-        IAType itemType = null;
-        if (uoltype != null)
-            itemType = uoltype.getItemType();
-        byte tagByte = itemType.getTypeTag().serialize();
-        unorderedListBuilder.reset(uoltype);
-
-        int n = oi.getListLength(obj);
-        for (int i = 0; i < n; i++) {
-            Object element = oi.getListElement(obj, i);
-            ObjectInspector eoi = oi.getListElementObjectInspector();
-            if (element == null) {
-                throw new RuntimeDataException(ErrorCode.PARSER_HIVE_NULL_VALUE_IN_LIST);
-            }
-            listItemBuffer.reset();
-            final DataOutput dataOutput = listItemBuffer.getDataOutput();
-            dataOutput.writeByte(tagByte);
-            parseItem(itemType, element, eoi, dataOutput, true);
-            unorderedListBuilder.addItem(listItemBuffer);
-        }
-        unorderedListBuilder.write(fieldValueBuffer.getDataOutput(), true);
-    }
-
-    private OrderedListBuilder getOrderedListBuilder() {
-        if (orderedListBuilder != null)
-            return orderedListBuilder;
-        else {
-            orderedListBuilder = new OrderedListBuilder();
-            return orderedListBuilder;
-        }
-    }
-
-    private UnorderedListBuilder getUnorderedListBuilder() {
-        if (unorderedListBuilder != null)
-            return unorderedListBuilder;
-        else {
-            unorderedListBuilder = new UnorderedListBuilder();
-            return unorderedListBuilder;
-        }
-    }
-
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/LosslessADMJSONDataParser.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/LosslessADMJSONDataParser.java
new file mode 100644
index 0000000..79bca9c
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/LosslessADMJSONDataParser.java
@@ -0,0 +1,302 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.parser;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ATaggedValuePrinter;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.AMissing;
+import org.apache.asterix.om.base.AMutableInt32;
+import org.apache.asterix.om.base.AMutablePoint;
+import org.apache.asterix.om.base.ANull;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.utils.RecordUtil;
+import org.apache.hyracks.util.bytes.HexParser;
+
+import com.fasterxml.jackson.core.JsonFactory;
+
+public final class LosslessADMJSONDataParser extends JSONDataParser {
+
+    private AMutablePoint[] polygonPoints;
+
+    public LosslessADMJSONDataParser(JsonFactory jsonFactory) {
+        super(RecordUtil.FULLY_OPEN_RECORD_TYPE, jsonFactory);
+    }
+
+    @Override
+    protected void serializeNumeric(ATypeTag numericType, DataOutput out) throws IOException {
+        super.serializeNumeric(ATypeTag.BIGINT, out);
+    }
+
+    @Override
+    protected void serializeString(ATypeTag stringVariantType, DataOutput out) throws IOException {
+        char[] textChars = jsonParser.getTextCharacters();
+        int textOffset = jsonParser.getTextOffset();
+        int textLength = jsonParser.getTextLength();
+
+        ATypeTag typeToUse = parseTypeTag(textChars, textOffset, textLength, aInt32);
+        if (typeToUse == null) {
+            throw new RuntimeDataException(ErrorCode.RECORD_READER_MALFORMED_INPUT_STREAM);
+        }
+        int parsedLength = aInt32.getIntegerValue();
+        int nonTaggedTextOffset = textOffset + parsedLength;
+        int nonTaggedTextLength = textLength - parsedLength;
+        switch (typeToUse) {
+            case MISSING:
+                missingSerde.serialize(AMissing.MISSING, out);
+                break;
+            case NULL:
+                nullSerde.serialize(ANull.NULL, out);
+                break;
+            case BOOLEAN:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                booleanSerde.serialize(ABoolean.valueOf(aInt64.getLongValue() != 0), out);
+                break;
+            case TINYINT:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aInt8.setValue((byte) aInt64.getLongValue());
+                int8Serde.serialize(aInt8, out);
+                break;
+            case SMALLINT:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aInt16.setValue((short) aInt64.getLongValue());
+                int16Serde.serialize(aInt16, out);
+                break;
+            case INTEGER:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aInt32.setValue((int) aInt64.getLongValue());
+                int32Serde.serialize(aInt32, out);
+                break;
+            case BIGINT:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                int64Serde.serialize(aInt64, out);
+                break;
+            case FLOAT:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aFloat.setValue(Float.intBitsToFloat((int) aInt64.getLongValue()));
+                floatSerde.serialize(aFloat, out);
+                break;
+            case DOUBLE:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aDouble.setValue(Double.longBitsToDouble(aInt64.getLongValue()));
+                doubleSerde.serialize(aDouble, out);
+                break;
+            case TIME:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aTime.setValue((int) aInt64.getLongValue());
+                timeSerde.serialize(aTime, out);
+                break;
+            case DATE:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aDate.setValue((int) aInt64.getLongValue());
+                dateSerde.serialize(aDate, out);
+                break;
+            case DATETIME:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aDateTime.setValue(aInt64.getLongValue());
+                datetimeSerde.serialize(aDateTime, out);
+                break;
+            case YEARMONTHDURATION:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aYearMonthDuration.setMonths((int) aInt64.getLongValue());
+                yearMonthDurationSerde.serialize(aYearMonthDuration, out);
+                break;
+            case DAYTIMEDURATION:
+                parseInt64(textChars, nonTaggedTextOffset, nonTaggedTextLength, aInt64);
+                aDayTimeDuration.setMilliseconds(aInt64.getLongValue());
+                dayTimeDurationSerde.serialize(aDayTimeDuration, out);
+                break;
+            case DURATION:
+                int delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.ADURATION);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                int months = (int) aInt64.getLongValue();
+                parseInt64(textChars, delimIdx + 1, textLength - delimIdx - 1, aInt64);
+                long millis = aInt64.getLongValue();
+                aDuration.setValue(months, millis);
+                durationSerde.serialize(aDuration, out);
+                break;
+            case UUID:
+                aUUID.parseUUIDString(textChars, nonTaggedTextOffset, nonTaggedTextLength);
+                uuidSerde.serialize(aUUID, out);
+                break;
+            case STRING:
+                parseString(textChars, nonTaggedTextOffset, nonTaggedTextLength, out);
+                break;
+            case BINARY:
+                parseBase64BinaryString(textChars, nonTaggedTextOffset, nonTaggedTextLength, out);
+                break;
+            case POINT:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.APOINT);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                double x = Double.longBitsToDouble(aInt64.getLongValue());
+                parseInt64(textChars, delimIdx + 1, textLength - delimIdx - 1, aInt64);
+                double y = Double.longBitsToDouble(aInt64.getLongValue());
+                aPoint.setValue(x, y);
+                pointSerde.serialize(aPoint, out);
+                break;
+            case POINT3D:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.APOINT3D);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                x = Double.longBitsToDouble(aInt64.getLongValue());
+                int delimIdx2 = findDelim(textChars, delimIdx + 1, textLength - delimIdx - 1, BuiltinType.APOINT3D);
+                parseInt64(textChars, delimIdx + 1, delimIdx2 - delimIdx - 1, aInt64);
+                y = Double.longBitsToDouble(aInt64.getLongValue());
+                parseInt64(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, aInt64);
+                double z = Double.longBitsToDouble(aInt64.getLongValue());
+                aPoint3D.setValue(x, y, z);
+                point3DSerde.serialize(aPoint3D, out);
+                break;
+            case CIRCLE:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.ACIRCLE);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                x = Double.longBitsToDouble(aInt64.getLongValue());
+                delimIdx2 = findDelim(textChars, delimIdx + 1, textLength - delimIdx - 1, BuiltinType.ACIRCLE);
+                parseInt64(textChars, delimIdx + 1, delimIdx2 - delimIdx - 1, aInt64);
+                y = Double.longBitsToDouble(aInt64.getLongValue());
+                parseInt64(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, aInt64);
+                z = Double.longBitsToDouble(aInt64.getLongValue());
+                aPoint.setValue(x, y);
+                aCircle.setValue(aPoint, z);
+                circleSerde.serialize(aCircle, out);
+                break;
+            case LINE:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.ALINE);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                x = Double.longBitsToDouble(aInt64.getLongValue());
+                delimIdx2 = findDelim(textChars, delimIdx + 1, textLength - delimIdx - 1, BuiltinType.ALINE);
+                parseInt64(textChars, delimIdx + 1, delimIdx2 - delimIdx - 1, aInt64);
+                y = Double.longBitsToDouble(aInt64.getLongValue());
+                int delimIdx3 = findDelim(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, BuiltinType.ALINE);
+                parseInt64(textChars, delimIdx2 + 1, delimIdx3 - delimIdx2 - 1, aInt64);
+                double x2 = Double.longBitsToDouble(aInt64.getLongValue());
+                parseInt64(textChars, delimIdx3 + 1, textLength - delimIdx3 - 1, aInt64);
+                double y2 = Double.longBitsToDouble(aInt64.getLongValue());
+                aPoint.setValue(x, y);
+                aPoint2.setValue(x2, y2);
+                aLine.setValue(aPoint, aPoint2);
+                lineSerde.serialize(aLine, out);
+                break;
+            case RECTANGLE:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.ARECTANGLE);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                x = Double.longBitsToDouble(aInt64.getLongValue());
+                delimIdx2 = findDelim(textChars, delimIdx + 1, textLength - delimIdx - 1, BuiltinType.ARECTANGLE);
+                parseInt64(textChars, delimIdx + 1, delimIdx2 - delimIdx - 1, aInt64);
+                y = Double.longBitsToDouble(aInt64.getLongValue());
+                delimIdx3 = findDelim(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, BuiltinType.ARECTANGLE);
+                parseInt64(textChars, delimIdx2 + 1, delimIdx3 - delimIdx2 - 1, aInt64);
+                x2 = Double.longBitsToDouble(aInt64.getLongValue());
+                parseInt64(textChars, delimIdx3 + 1, textLength - delimIdx3 - 1, aInt64);
+                y2 = Double.longBitsToDouble(aInt64.getLongValue());
+                aPoint.setValue(x, y);
+                aPoint2.setValue(x2, y2);
+                aRectangle.setValue(aPoint, aPoint2);
+                rectangleSerde.serialize(aRectangle, out);
+                break;
+            case POLYGON:
+                delimIdx = findDelim(textChars, nonTaggedTextOffset, nonTaggedTextLength, BuiltinType.APOLYGON);
+                parseInt64(textChars, nonTaggedTextOffset, delimIdx - nonTaggedTextOffset, aInt64);
+                int numPoints = (int) aInt64.getLongValue();
+                if (polygonPoints == null || polygonPoints.length != numPoints) {
+                    polygonPoints = new AMutablePoint[numPoints];
+                    for (int i = 0; i < numPoints; i++) {
+                        polygonPoints[i] = new AMutablePoint(0, 0);
+                    }
+                }
+                for (int i = 0; i < numPoints; i++) {
+                    delimIdx2 = findDelim(textChars, delimIdx + 1, textLength - delimIdx - 1, BuiltinType.APOLYGON);
+                    parseInt64(textChars, delimIdx + 1, delimIdx2 - delimIdx - 1, aInt64);
+                    x = Double.longBitsToDouble(aInt64.getLongValue());
+                    if (i < numPoints - 1) {
+                        delimIdx3 =
+                                findDelim(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, BuiltinType.APOLYGON);
+                        parseInt64(textChars, delimIdx2 + 1, delimIdx3 - delimIdx2 - 1, aInt64);
+                        delimIdx = delimIdx3;
+                    } else {
+                        parseInt64(textChars, delimIdx2 + 1, textLength - delimIdx2 - 1, aInt64);
+                    }
+                    y = Double.longBitsToDouble(aInt64.getLongValue());
+                    polygonPoints[i].setValue(x, y);
+                }
+                aPolygon.setValue(polygonPoints);
+                polygonSerde.serialize(aPolygon, out);
+                break;
+            default:
+                throw new RuntimeDataException(ErrorCode.TYPE_UNSUPPORTED, "", typeToUse.toString());
+        }
+    }
+
+    private static ATypeTag parseTypeTag(char[] textChars, int textOffset, int textLength,
+            AMutableInt32 outParsedLength) {
+        if (textLength == 0) {
+            // empty string
+            outParsedLength.setValue(0);
+            return ATypeTag.STRING;
+        }
+        if (textChars[textOffset] == ATaggedValuePrinter.DELIMITER) {
+            // any string
+            outParsedLength.setValue(1);
+            return ATypeTag.STRING;
+        }
+        // any type
+        int typeTagLength = 2;
+        if (textLength < typeTagLength) {
+            return null;
+        }
+        byte typeTagByte;
+        try {
+            typeTagByte = HexParser.getByteFromValidHexChars(textChars[textOffset], textChars[textOffset + 1]);
+        } catch (IllegalArgumentException e) {
+            return null;
+        }
+        ATypeTag typeTag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(typeTagByte);
+        if (typeTag == null) {
+            return null;
+        }
+        if (typeTag == ATypeTag.MISSING || typeTag == ATypeTag.NULL) {
+            outParsedLength.setValue(typeTagLength);
+            return typeTag;
+        }
+        int delimiterLength = 1;
+        if (textLength < typeTagLength + delimiterLength) {
+            return null;
+        }
+        if (textChars[textOffset + typeTagLength] != ATaggedValuePrinter.DELIMITER) {
+            return null;
+        }
+        outParsedLength.setValue(typeTagLength + delimiterLength);
+        return typeTag;
+    }
+
+    private int findDelim(char[] text, int offset, int len, BuiltinType type) throws ParseException {
+        try {
+            return indexOf(text, offset, len, ATaggedValuePrinter.DELIMITER);
+        } catch (IllegalArgumentException e) {
+            throw new ParseException(ErrorCode.PARSER_ADM_DATA_PARSER_WRONG_INSTANCE, new String(text, offset, len),
+                    type.getTypeName());
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/RuntimeParserFunctionRegistrant.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/RuntimeParserFunctionRegistrant.java
new file mode 100644
index 0000000..a3fd0ff
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/RuntimeParserFunctionRegistrant.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.parser.evaluators;
+
+import org.apache.asterix.om.functions.IFunctionCollection;
+import org.apache.asterix.om.functions.IFunctionRegistrant;
+
+public class RuntimeParserFunctionRegistrant implements IFunctionRegistrant {
+    private static final long serialVersionUID = -2204964196487084743L;
+
+    @Override
+    public void register(IFunctionCollection collection) {
+        collection.add(StringJsonParseDescriptor.FACTORY);
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseDescriptor.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseDescriptor.java
new file mode 100644
index 0000000..4affafe
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseDescriptor.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.parser.evaluators;
+
+import static org.apache.asterix.om.functions.BuiltinFunctions.STRING_PARSE_JSON;
+
+import java.io.IOException;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+/**
+ * the function parse-json() accepts a string and produces an ADM value
+ * Example:
+ * SELECT VALUE parse_json('[1,2]')
+ * <p>
+ * Output:
+ * [1, 2]
+ */
+@MissingNullInOutFunction
+public class StringJsonParseDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1119187597484196172L;
+    public static final IFunctionDescriptorFactory FACTORY = StringJsonParseDescriptor::new;
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return STRING_PARSE_JSON;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) throws AlgebricksException {
+        return new StringJsonParseEvalFactory(args[0], sourceLoc);
+    }
+
+    public static class StringJsonParseEvalFactory implements IScalarEvaluatorFactory {
+        private static final long serialVersionUID = 7976257476594454552L;
+        private final IScalarEvaluatorFactory stringEvalFactory;
+        private final SourceLocation sourceLocation;
+
+        public StringJsonParseEvalFactory(IScalarEvaluatorFactory stringEvalFactory, SourceLocation sourceLocation) {
+            this.stringEvalFactory = stringEvalFactory;
+            this.sourceLocation = sourceLocation;
+        }
+
+        @Override
+        public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+            try {
+                return new StringJsonParseEval(ctx, stringEvalFactory.createScalarEvaluator(ctx), sourceLocation);
+            } catch (IOException e) {
+                throw HyracksDataException.create(e);
+            }
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseEval.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseEval.java
new file mode 100644
index 0000000..7589e33
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/evaluators/StringJsonParseEval.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.external.parser.evaluators;
+
+import static org.apache.asterix.om.functions.BuiltinFunctions.STRING_PARSE_JSON;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.external.parser.JSONDataParser;
+import org.apache.asterix.external.parser.factory.JSONDataParserFactory;
+import org.apache.asterix.om.exceptions.ExceptionUtil;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleInputStream;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class StringJsonParseEval implements IScalarEvaluator {
+    private final IEvaluatorContext ctx;
+    private final IScalarEvaluator inputEval;
+    private final JSONDataParser parser;
+    private final SourceLocation sourceLocation;
+    private final IPointable inputVal;
+    private final UTF8StringPointable utf8Val;
+    private final ByteArrayAccessibleInputStream inputStream;
+    private final ArrayBackedValueStorage resultStorage;
+    private final DataOutput out;
+
+    public StringJsonParseEval(IEvaluatorContext ctx, IScalarEvaluator inputEval, SourceLocation sourceLocation)
+            throws IOException {
+        this.ctx = ctx;
+        this.inputEval = inputEval;
+        this.parser = (JSONDataParser) new JSONDataParserFactory().createInputStreamParser(ctx.getTaskContext(), 0);
+        this.sourceLocation = sourceLocation;
+        inputVal = new VoidPointable();
+        utf8Val = new UTF8StringPointable();
+        inputStream = new ByteArrayAccessibleInputStream(new byte[0], 0, 0);
+        resultStorage = new ArrayBackedValueStorage();
+        out = resultStorage.getDataOutput();
+        parser.setInputStream(inputStream);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        inputEval.evaluate(tuple, inputVal);
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, inputVal)) {
+            return;
+        }
+
+        byte[] bytes = inputVal.getByteArray();
+        int offset = inputVal.getStartOffset();
+        if (bytes[offset] == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+            utf8Val.set(bytes, offset + 1, inputVal.getLength() - 1);
+            inputStream.setContent(bytes, utf8Val.getCharStartOffset(), utf8Val.getUTF8Length());
+            resultStorage.reset();
+            try {
+                if (parser.parseAnyValue(out)) {
+                    result.set(resultStorage);
+                    return;
+                } else {
+                    //Reset the parser: EOF was encountered
+                    resetParser();
+                }
+            } catch (HyracksDataException e) {
+                IWarningCollector warningCollector = ctx.getWarningCollector();
+                if (warningCollector.shouldWarn()) {
+                    warningCollector.warn(Warning.of(sourceLocation, ErrorCode.RECORD_READER_MALFORMED_INPUT_STREAM));
+                }
+                //Reset the parser: An error was encountered.
+                resetParser();
+            }
+        } else {
+            ExceptionUtil.warnTypeMismatch(ctx, sourceLocation, STRING_PARSE_JSON, bytes[offset], 0, ATypeTag.STRING);
+        }
+
+        PointableHelper.setNull(result);
+    }
+
+    private void resetParser() throws HyracksDataException {
+        try {
+            parser.reset(inputStream);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/factory/HiveDataParserFactory.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/factory/HiveDataParserFactory.java
deleted file mode 100644
index d9cedea..0000000
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/factory/HiveDataParserFactory.java
+++ /dev/null
@@ -1,83 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.external.parser.factory;
-
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-
-import org.apache.asterix.external.api.IExternalDataSourceFactory.DataSourceType;
-import org.apache.asterix.external.api.IRecordDataParser;
-import org.apache.asterix.external.api.IRecordDataParserFactory;
-import org.apache.asterix.external.parser.HiveRecordParser;
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.asterix.external.util.HDFSUtils;
-import org.apache.asterix.om.types.ARecordType;
-import org.apache.hadoop.io.Writable;
-import org.apache.hyracks.api.context.IHyracksTaskContext;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-
-public class HiveDataParserFactory implements IRecordDataParserFactory<Writable> {
-
-    private static final long serialVersionUID = 1L;
-    private static final List<String> parserFormats =
-            Collections.unmodifiableList(Arrays.asList("hive", "hive-parser"));
-    private Map<String, String> configuration;
-    private ARecordType recordType;
-    private String hiveSerdeClassName;
-
-    @Override
-    public DataSourceType getDataSourceType() {
-        return DataSourceType.RECORDS;
-    }
-
-    @Override
-    public void configure(Map<String, String> configuration) {
-        this.configuration = configuration;
-        hiveSerdeClassName = configuration.get(ExternalDataConstants.KEY_HIVE_SERDE);
-        if (hiveSerdeClassName == null) {
-            throw new IllegalArgumentException("no hive serde provided for hive deserialized records");
-        }
-    }
-
-    @Override
-    public void setRecordType(ARecordType recordType) {
-        this.recordType = recordType;
-    }
-
-    @Override
-    public IRecordDataParser<Writable> createRecordParser(IHyracksTaskContext ctx) throws HyracksDataException {
-        return new HiveRecordParser(recordType, HDFSUtils.configureHDFSJobConf(configuration), hiveSerdeClassName);
-    }
-
-    @Override
-    public Class<? extends Writable> getRecordClass() {
-        return Writable.class;
-    }
-
-    @Override
-    public void setMetaType(ARecordType metaType) {
-    }
-
-    @Override
-    public List<String> getParserFormats() {
-        return parserFormats;
-    }
-}
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/jackson/ParserContext.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/jackson/ParserContext.java
index ef9ff08..1a4bbee 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/jackson/ParserContext.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/parser/jackson/ParserContext.java
@@ -27,8 +27,6 @@
 import org.apache.asterix.builders.IAsterixListBuilder;
 import org.apache.asterix.builders.ListBuilderFactory;
 import org.apache.asterix.builders.RecordBuilderFactory;
-import org.apache.asterix.dataflow.data.nontagged.serde.AStringSerializerDeserializer;
-import org.apache.asterix.external.input.stream.StandardUTF8ToModifiedUTF8DataOutput;
 import org.apache.asterix.external.parser.AbstractNestedDataParser;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.AMutableString;
@@ -41,8 +39,6 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.api.IMutableValueStorage;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.util.string.UTF8StringReader;
-import org.apache.hyracks.util.string.UTF8StringWriter;
 
 /**
  * A state class that helps parsers of class {@link AbstractNestedDataParser} to maintain
@@ -67,15 +63,8 @@
     private final ISerializerDeserializer<AString> stringSerDe;
     private final AMutableString aString;
 
-    //For parquet
-    private final StandardUTF8ToModifiedUTF8DataOutput modifiedUTF8DataOutput;
-
-    public ParserContext() {
-        this(false);
-    }
-
     @SuppressWarnings("unchecked")
-    public ParserContext(boolean allocateModfiedUTF8Writer) {
+    public ParserContext() {
         objectBuilderPool = new SoftObjectPool<>(new RecordBuilderFactory());
         arrayBuilderPool = new ObjectPool<>(new ListBuilderFactory(), ATypeTag.ARRAY);
         tempBufferPool = new SoftObjectPool<>(new AbvsBuilderFactory());
@@ -83,11 +72,6 @@
         serializedFieldNames = new LRUMap<>(SERIALIZED_FIELDNAME_MAP_MAX_SIZE);
         stringSerDe = SerializerDeserializerProvider.INSTANCE.getAStringSerializerDeserializer();
         aString = new AMutableString("");
-        modifiedUTF8DataOutput =
-                allocateModfiedUTF8Writer
-                        ? new StandardUTF8ToModifiedUTF8DataOutput(
-                                new AStringSerializerDeserializer(new UTF8StringWriter(), new UTF8StringReader()))
-                        : null;
     }
 
     public IMutableValueStorage enterObject() {
@@ -155,9 +139,4 @@
         tempBufferPool.recycle(tempBuffer);
         arrayBuilderPool.recycle(builder);
     }
-
-    public StandardUTF8ToModifiedUTF8DataOutput getModifiedUTF8DataOutput() {
-        return modifiedUTF8DataOutput;
-    }
-
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/DatasourceFactoryProvider.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/DatasourceFactoryProvider.java
index 8fa0aca..b0aded6 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/DatasourceFactoryProvider.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/DatasourceFactoryProvider.java
@@ -20,13 +20,16 @@
 
 import java.io.IOException;
 import java.io.InputStream;
+import java.lang.reflect.InvocationTargetException;
 import java.net.URL;
 import java.nio.charset.Charset;
+import java.nio.charset.StandardCharsets;
 import java.util.Collections;
 import java.util.Enumeration;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
 
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
@@ -46,7 +49,8 @@
 public class DatasourceFactoryProvider {
 
     private static final String RESOURCE = "META-INF/services/org.apache.asterix.external.api.IRecordReaderFactory";
-    private static Map<String, Class> factories = null;
+    private static final String DEFAULT_FORMAT = "DEFAULT_FORMAT";
+    private static Map<String, Map<String, Class<?>>> factories = null;
 
     private DatasourceFactoryProvider() {
     }
@@ -96,15 +100,16 @@
         return streamSourceFactory;
     }
 
-    protected static IRecordReaderFactory getInstance(Class clazz) throws AsterixException {
+    protected static IRecordReaderFactory<?> getInstance(Class<?> clazz) throws AsterixException {
         try {
-            return (IRecordReaderFactory) clazz.newInstance();
-        } catch (InstantiationException | IllegalAccessException | ClassCastException e) {
+            return (IRecordReaderFactory<?>) clazz.getDeclaredConstructor().newInstance();
+        } catch (InstantiationException | IllegalAccessException | ClassCastException | NoSuchMethodException
+                | InvocationTargetException e) {
             throw new AsterixException("Cannot create: " + clazz.getSimpleName(), e);
         }
     }
 
-    public static IRecordReaderFactory getRecordReaderFactory(String adaptorName, Map<String, String> configuration)
+    public static IRecordReaderFactory<?> getRecordReaderFactory(String adaptorName, Map<String, String> configuration)
             throws HyracksDataException, AsterixException {
         if (adaptorName.equals(ExternalDataConstants.EXTERNAL)) {
             //return ExternalDataUtils.createExternalRecordReaderFactory(libraryManager, configuration);
@@ -112,24 +117,27 @@
         }
 
         if (factories == null) {
-            factories = initFactories();
+            initFactories();
         }
 
         if (factories.containsKey(adaptorName)) {
-            return getInstance(factories.get(adaptorName));
+            Map<String, Class<?>> formatClassMap = factories.get(adaptorName);
+            String format = configuration.get(ExternalDataConstants.KEY_FORMAT);
+            return getInstance(formatClassMap.getOrDefault(format, formatClassMap.get(DEFAULT_FORMAT)));
         }
 
         try {
-            return (IRecordReaderFactory) Class.forName(adaptorName).newInstance();
-        } catch (IllegalAccessException | ClassNotFoundException | InstantiationException | ClassCastException e) {
+            return (IRecordReaderFactory<?>) Class.forName(adaptorName).getDeclaredConstructor().newInstance();
+        } catch (IllegalAccessException | ClassNotFoundException | InstantiationException | ClassCastException
+                | NoSuchMethodException | InvocationTargetException e) {
             throw new RuntimeDataException(ErrorCode.UNKNOWN_RECORD_READER_FACTORY, e, adaptorName);
         }
     }
 
-    protected static Map<String, Class> initFactories() throws AsterixException {
-        Map<String, Class> factories = new HashMap<>();
+    protected static void initFactories() throws AsterixException {
+        factories = new HashMap<>();
         ClassLoader cl = ParserFactoryProvider.class.getClassLoader();
-        final Charset encoding = Charset.forName("UTF-8");
+        final Charset encoding = StandardCharsets.UTF_8;
         try {
             Enumeration<URL> urls = cl.getResources(RESOURCE);
             for (URL url : Collections.list(urls)) {
@@ -142,19 +150,44 @@
                         continue;
                     }
                     final Class<?> clazz = Class.forName(className);
-                    List<String> formats = ((IRecordReaderFactory) clazz.newInstance()).getRecordReaderNames();
-                    for (String format : formats) {
-                        if (factories.containsKey(format)) {
-                            throw new AsterixException(ErrorCode.PROVIDER_DATASOURCE_FACTORY_DUPLICATE_FORMAT_MAPPING,
-                                    format);
-                        }
-                        factories.put(format, clazz);
-                    }
+                    final IRecordReaderFactory<?> readerFactory =
+                            (IRecordReaderFactory<?>) clazz.getDeclaredConstructor().newInstance();
+                    List<String> readerNames = readerFactory.getRecordReaderNames();
+                    Set<String> supportedFormats = readerFactory.getReaderSupportedFormats();
+                    putFactory(readerNames, supportedFormats, clazz);
                 }
             }
-        } catch (IOException | ClassNotFoundException | InstantiationException | IllegalAccessException e) {
+        } catch (IOException | ClassNotFoundException | InstantiationException | IllegalAccessException
+                | NoSuchMethodException | InvocationTargetException e) {
             throw new AsterixException(e);
         }
-        return factories;
+    }
+
+    private static void putFactory(List<String> readerNames, Set<String> supportedFormats, Class<?> clazz)
+            throws AsterixException {
+        for (String reader : readerNames) {
+            Map<String, Class<?>> formatClassMap = factories.computeIfAbsent(reader, k -> new HashMap<>());
+            if (isDefaultFormat(supportedFormats)) {
+                //Ensure that only one reader is the default reader
+                checkDuplicates(formatClassMap, DEFAULT_FORMAT);
+                formatClassMap.put(DEFAULT_FORMAT, clazz);
+            } else {
+                //Specialized formats for the same reader name
+                for (String format : supportedFormats) {
+                    checkDuplicates(formatClassMap, format);
+                    formatClassMap.put(format, clazz);
+                }
+            }
+        }
+    }
+
+    private static boolean isDefaultFormat(Set<String> supportedFormats) {
+        return supportedFormats.equals(ExternalDataConstants.ALL_FORMATS);
+    }
+
+    private static void checkDuplicates(Map<String, Class<?>> factories, String key) throws AsterixException {
+        if (factories.containsKey(key)) {
+            throw new AsterixException(ErrorCode.PROVIDER_DATASOURCE_FACTORY_DUPLICATE_FORMAT_MAPPING, key);
+        }
     }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/ExternalIndexerProvider.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/ExternalIndexerProvider.java
index 3c090a6..e24f433 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/ExternalIndexerProvider.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/ExternalIndexerProvider.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.external.api.IExternalIndexer;
 import org.apache.asterix.external.indexing.FileOffsetIndexer;
-import org.apache.asterix.external.indexing.RecordColumnarIndexer;
 import org.apache.asterix.external.util.ExternalDataConstants;
 
 public class ExternalIndexerProvider {
@@ -35,9 +34,6 @@
                 || inputFormatParameter.equalsIgnoreCase(ExternalDataConstants.INPUT_FORMAT_SEQUENCE)
                 || inputFormatParameter.equalsIgnoreCase(ExternalDataConstants.CLASS_NAME_SEQUENCE_INPUT_FORMAT)) {
             return new FileOffsetIndexer();
-        } else if (inputFormatParameter.equalsIgnoreCase(ExternalDataConstants.INPUT_FORMAT_RC)
-                || inputFormatParameter.equalsIgnoreCase(ExternalDataConstants.CLASS_NAME_RC_INPUT_FORMAT)) {
-            return new RecordColumnarIndexer();
         } else {
             throw new AsterixException("Unable to create indexer for data with format: " + inputFormatParameter);
         }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/LookupReaderFactoryProvider.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/LookupReaderFactoryProvider.java
index db80c2a..db04479 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/LookupReaderFactoryProvider.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/provider/LookupReaderFactoryProvider.java
@@ -35,8 +35,7 @@
             Map<String, String> configuration, IWarningCollector warningCollector) throws AsterixException {
         String inputFormat = HDFSUtils.getInputFormatClassName(configuration);
         if (inputFormat.equals(ExternalDataConstants.CLASS_NAME_TEXT_INPUT_FORMAT)
-                || inputFormat.equals(ExternalDataConstants.CLASS_NAME_SEQUENCE_INPUT_FORMAT)
-                || inputFormat.equals(ExternalDataConstants.CLASS_NAME_RC_INPUT_FORMAT)) {
+                || inputFormat.equals(ExternalDataConstants.CLASS_NAME_SEQUENCE_INPUT_FORMAT)) {
             HDFSLookupReaderFactory<Object> readerFactory = new HDFSLookupReaderFactory<>();
             readerFactory.configure(serviceCtx, configuration, warningCollector);
             return readerFactory;
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataConstants.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataConstants.java
index 1434e37..f0b9c90 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataConstants.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataConstants.java
@@ -21,9 +21,11 @@
 import java.util.Collections;
 import java.util.HashSet;
 import java.util.Set;
+import java.util.TimeZone;
 import java.util.function.LongSupplier;
 import java.util.function.Supplier;
 
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.util.StorageUtil;
 
 public class ExternalDataConstants {
@@ -60,6 +62,12 @@
     public static final String KEY_HADOOP_SHORT_CIRCUIT = "dfs.client.read.shortcircuit";
     public static final String KEY_HADOOP_SOCKET_PATH = "dfs.domain.socket.path";
     public static final String KEY_HADOOP_BUFFER_SIZE = "io.file.buffer.size";
+    //Base64 encoded warnings issued from Hadoop
+    public static final String KEY_HADOOP_ASTERIX_WARNINGS_LIST = "org.apache.asterix.warnings.list";
+    //Disable caching FileSystem for Hadoop
+    public static final String KEY_HADOOP_DISABLE_FS_CACHE_TEMPLATE = "fs.%s.impl.disable.cache";
+    //Base64 encoded function call information
+    public static final String KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION = "org.apache.asterix.function.info";
     public static final String KEY_SOURCE_DATATYPE = "type-name";
     public static final String KEY_DELIMITER = "delimiter";
     public static final String KEY_PARSER_FACTORY = "parser-factory";
@@ -79,7 +87,6 @@
     public static final String KEY_ESCAPE = "escape";
     public static final String KEY_PARSER = "parser";
     public static final String KEY_DATASET_RECORD = "dataset-record";
-    public static final String KEY_HIVE_SERDE = "hive-serde";
     public static final String KEY_RSS_URL = "url";
     public static final String KEY_INTERVAL = "interval";
     public static final String KEY_IS_FEED = "is-feed";
@@ -136,13 +143,14 @@
     public static final String KEY_ADAPTER_NAME_HTTP = "http_adapter";
     public static final String KEY_ADAPTER_NAME_AWS_S3 = "S3";
     public static final String KEY_ADAPTER_NAME_AZURE_BLOB = "AZUREBLOB";
+    public static final String KEY_ADAPTER_NAME_AZURE_DATA_LAKE = "AZUREDATALAKE";
+    public static final String KEY_ADAPTER_NAME_GCS = "GCS";
 
     /**
      * HDFS class names
      */
     public static final String CLASS_NAME_TEXT_INPUT_FORMAT = "org.apache.hadoop.mapred.TextInputFormat";
     public static final String CLASS_NAME_SEQUENCE_INPUT_FORMAT = "org.apache.hadoop.mapred.SequenceFileInputFormat";
-    public static final String CLASS_NAME_RC_INPUT_FORMAT = "org.apache.asterix.hivecompat.io.RCFileInputFormat";
     public static final String CLASS_NAME_PARQUET_INPUT_FORMAT =
             "org.apache.asterix.external.input.record.reader.hdfs.parquet.MapredParquetInputFormat";
     public static final String CLASS_NAME_HDFS_FILESYSTEM = "org.apache.hadoop.hdfs.DistributedFileSystem";
@@ -151,7 +159,6 @@
      */
     public static final String INPUT_FORMAT_TEXT = "text-input-format";
     public static final String INPUT_FORMAT_SEQUENCE = "sequence-input-format";
-    public static final String INPUT_FORMAT_RC = "rc-input-format";
     public static final String INPUT_FORMAT_PARQUET = "parquet-input-format";
     /**
      * Builtin streams
@@ -164,7 +171,6 @@
 
     public static final String CLUSTER_LOCATIONS = "cluster-locations";
     public static final String SCHEDULER = "hdfs-scheduler";
-    public static final String PARSER_HIVE = "hive-parser";
     public static final String HAS_HEADER = "has.header";
     public static final String TIME_TRACKING = "time.tracking";
     public static final String DEFAULT_QUOTE = "\"";
@@ -175,7 +181,6 @@
     /**
      * supported builtin record formats
      */
-    public static final String FORMAT_HIVE = "hive";
     public static final String FORMAT_BINARY = "binary";
     public static final String FORMAT_ADM = "adm";
     public static final String FORMAT_JSON_LOWER_CASE = "json";
@@ -190,11 +195,11 @@
     public static final String FORMAT_KV = "kv";
     public static final String FORMAT_CSV = "csv";
     public static final String FORMAT_TSV = "tsv";
+    public static final String FORMAT_PARQUET = "parquet";
     public static final Set<String> ALL_FORMATS;
 
     static {
-        Set<String> formats = new HashSet<>(13);
-        formats.add(FORMAT_HIVE);
+        Set<String> formats = new HashSet<>(14);
         formats.add(FORMAT_BINARY);
         formats.add(FORMAT_ADM);
         formats.add(FORMAT_JSON_LOWER_CASE);
@@ -207,6 +212,7 @@
         formats.add(FORMAT_KV);
         formats.add(FORMAT_CSV);
         formats.add(FORMAT_TSV);
+        formats.add(FORMAT_PARQUET);
         ALL_FORMATS = Collections.unmodifiableSet(formats);
     }
 
@@ -292,6 +298,42 @@
     public static final String DEFINITION_FIELD_NAME = "definition";
     public static final String CONTAINER_NAME_FIELD_NAME = "container";
 
+    public static class ParquetOptions {
+        private ParquetOptions() {
+        }
+
+        //Prefix for hadoop configurations
+        private static final String ASTERIX_HADOOP_PREFIX = "org.apache.asterix.";
+
+        /**
+         * Parse Parquet's String JSON type into ADM
+         * Default: false
+         */
+        public static final String PARSE_JSON_STRING = "parse-json-string";
+        public static final String HADOOP_PARSE_JSON_STRING = ASTERIX_HADOOP_PREFIX + PARSE_JSON_STRING;
+
+        /**
+         * Rebase Decimal and parse it as {@link ATypeTag#DOUBLE}
+         * Default: false
+         */
+        public static final String DECIMAL_TO_DOUBLE = "decimal-to-double";
+        public static final String HADOOP_DECIMAL_TO_DOUBLE = ASTERIX_HADOOP_PREFIX + DECIMAL_TO_DOUBLE;
+
+        /**
+         * Time Zone ID to convert UTC time and timestamp {@link ATypeTag#TIME} and {@link ATypeTag#DATETIME}
+         * Default: ""
+         * Note: If a UTC adjusted time and/or timestamp exist in the parquet file, and no time zone id is provided,
+         * then we will return the UTC time and issue a warning about that.
+         */
+        public static final String TIMEZONE = "timezone";
+        public static final String HADOOP_TIMEZONE = ASTERIX_HADOOP_PREFIX + TIMEZONE;
+
+        /**
+         * Valid time zones that are supported by Java
+         */
+        public static final Set<String> VALID_TIME_ZONES = Set.of(TimeZone.getAvailableIDs());
+    }
+
     public static class AwsS3 {
         private AwsS3() {
             throw new AssertionError("do not instantiate");
@@ -311,26 +353,87 @@
         public static boolean isRetryableError(String errorCode) {
             return errorCode.equals(ERROR_INTERNAL_ERROR) || errorCode.equals(ERROR_SLOW_DOWN);
         }
+
+        /*
+         * Hadoop-AWS
+         * AWS connectors for s3 and s3n are deprecated.
+         */
+        public static final String HADOOP_ACCESS_KEY_ID = "fs.s3a.access.key";
+        public static final String HADOOP_SECRET_ACCESS_KEY = "fs.s3a.secret.key";
+        public static final String HADOOP_SESSION_TOKEN = "fs.s3a.session.token";
+        public static final String HADOOP_REGION = "fs.s3a.region";
+        public static final String HADOOP_SERVICE_END_POINT = "fs.s3a.endpoint";
+
+        /*
+         * Internal configurations
+         */
+        //Allows accessing directories as file system path
+        public static final String HADOOP_PATH_STYLE_ACCESS = "fs.s3a.path.style.access";
+        //The number of maximum HTTP connections in connection pool
+        public static final String HADOOP_S3_CONNECTION_POOL_SIZE = "fs.s3a.connection.maximum";
+        //S3 used protocol
+        public static final String HADOOP_S3_PROTOCOL = "s3a";
+
+        //Hadoop credentials provider key
+        public static final String HADOOP_CREDENTIAL_PROVIDER_KEY = "fs.s3a.aws.credentials.provider";
+        //Anonymous credential provider
+        public static final String HADOOP_ANONYMOUS_ACCESS = "org.apache.hadoop.fs.s3a.AnonymousAWSCredentialsProvider";
+        //Temporary credential provider
+        public static final String HADOOP_TEMP_ACCESS = "org.apache.hadoop.fs.s3a.TemporaryAWSCredentialsProvider";
+
     }
 
-    public static class AzureBlob {
-        private AzureBlob() {
+    /*
+     * Note: Azure Blob and Azure Datalake use identical authentication, so they are using the same properties.
+     * If they end up diverging, then properties for AzureBlob and AzureDataLake need to be created.
+     */
+    public static class Azure {
+        private Azure() {
             throw new AssertionError("do not instantiate");
         }
 
-        public static final String CONNECTION_STRING_FIELD_NAME = "connectionString";
+        /*
+         * Asterix Configuration Keys
+         */
+        public static final String MANAGED_IDENTITY_ID_FIELD_NAME = "managedIdentityId";
         public static final String ACCOUNT_NAME_FIELD_NAME = "accountName";
         public static final String ACCOUNT_KEY_FIELD_NAME = "accountKey";
         public static final String SHARED_ACCESS_SIGNATURE_FIELD_NAME = "sharedAccessSignature";
-        public static final String BLOB_ENDPOINT_FIELD_NAME = "blobEndpoint";
-        public static final String ENDPOINT_SUFFIX_FIELD_NAME = "endpointSuffix";
+        public static final String TENANT_ID_FIELD_NAME = "tenantId";
+        public static final String CLIENT_ID_FIELD_NAME = "clientId";
+        public static final String CLIENT_SECRET_FIELD_NAME = "clientSecret";
+        public static final String CLIENT_CERTIFICATE_FIELD_NAME = "clientCertificate";
+        public static final String CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME = "clientCertificatePassword";
+        public static final String ENDPOINT_FIELD_NAME = "endpoint";
 
-        // Connection string requires PascalCase (MyFieldFormat)
-        public static final String CONNECTION_STRING_CONNECTION_STRING = "ConnectionString";
-        public static final String CONNECTION_STRING_ACCOUNT_NAME = "AccountName";
-        public static final String CONNECTION_STRING_ACCOUNT_KEY = "AccountKey";
-        public static final String CONNECTION_STRING_SHARED_ACCESS_SIGNATURE = "SharedAccessSignature";
-        public static final String CONNECTION_STRING_BLOB_ENDPOINT = "BlobEndpoint";
-        public static final String CONNECTION_STRING_ENDPOINT_SUFFIX = "EndpointSuffix";
+        // Specific Azure data lake property
+        /*
+        The behavior of Data Lake (true file system) is to read the files of the specified prefix only, example:
+        storage/myData/personal/file1.json
+        storage/myData/personal/file2.json
+        storage/myData/file3.json
+        If the prefix used is "myData", then only the file file3.json is read. However, if the property "recursive"
+        is set to "true" when creating the external dataset, then it goes recursively overall the paths, and the result
+        is file1.json, file2.json and file3.json.
+         */
+        public static final String RECURSIVE_FIELD_NAME = "recursive";
+
+        /*
+         * Hadoop-Azure
+         */
+        //Used when accountName and accessKey are provided
+        public static final String HADOOP_AZURE_FS_ACCOUNT_KEY = "fs.azure.account.key";
+        //Used when a connectionString is provided
+        public static final String HADOOP_AZURE_FS_SAS = "fs.azure.sas";
+        public static final String HADOOP_AZURE_BLOB_PROTOCOL = "wasbs";
+        public static final String HADOOP_AZURE_DATALAKE_PROTOCOL = "abfss";
+    }
+
+    public static class GCS {
+        private GCS() {
+            throw new AssertionError("do not instantiate");
+        }
+
+        public static final String JSON_CREDENTIALS_FIELD_NAME = "jsonCredentials";
     }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataUtils.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataUtils.java
index 7872cef..8e38eed 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataUtils.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataUtils.java
@@ -18,38 +18,79 @@
  */
 package org.apache.asterix.external.util;
 
+import static com.google.cloud.storage.Storage.BlobListOption;
+import static java.nio.charset.StandardCharsets.UTF_8;
+import static org.apache.asterix.common.exceptions.ErrorCode.EXTERNAL_SOURCE_ERROR;
+import static org.apache.asterix.common.exceptions.ErrorCode.INVALID_REQ_PARAM_VAL;
+import static org.apache.asterix.common.exceptions.ErrorCode.PARAMETERS_NOT_ALLOWED_AT_SAME_TIME;
+import static org.apache.asterix.common.exceptions.ErrorCode.PARAMETERS_REQUIRED;
+import static org.apache.asterix.common.exceptions.ErrorCode.PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT;
 import static org.apache.asterix.common.exceptions.ErrorCode.REQUIRED_PARAM_IF_PARAM_IS_PRESENT;
+import static org.apache.asterix.common.exceptions.ErrorCode.REQUIRED_PARAM_OR_PARAM_IF_PARAM_IS_PRESENT;
+import static org.apache.asterix.common.exceptions.ErrorCode.S3_REGION_NOT_SUPPORTED;
 import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.ACCESS_KEY_ID_FIELD_NAME;
 import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.ERROR_METHOD_NOT_IMPLEMENTED;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_ACCESS_KEY_ID;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_ANONYMOUS_ACCESS;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_CREDENTIAL_PROVIDER_KEY;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_PATH_STYLE_ACCESS;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_S3_CONNECTION_POOL_SIZE;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_S3_PROTOCOL;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_SECRET_ACCESS_KEY;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_SESSION_TOKEN;
+import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.HADOOP_TEMP_ACCESS;
 import static org.apache.asterix.external.util.ExternalDataConstants.AwsS3.SECRET_ACCESS_KEY_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.ACCOUNT_KEY_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.ACCOUNT_NAME_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.BLOB_ENDPOINT_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_ACCOUNT_KEY;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_ACCOUNT_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_BLOB_ENDPOINT;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_ENDPOINT_SUFFIX;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.CONNECTION_STRING_SHARED_ACCESS_SIGNATURE;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.ENDPOINT_SUFFIX_FIELD_NAME;
-import static org.apache.asterix.external.util.ExternalDataConstants.AzureBlob.SHARED_ACCESS_SIGNATURE_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.ACCOUNT_KEY_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.ACCOUNT_NAME_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.CLIENT_CERTIFICATE_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.CLIENT_ID_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.CLIENT_SECRET_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.ENDPOINT_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.HADOOP_AZURE_BLOB_PROTOCOL;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.HADOOP_AZURE_FS_ACCOUNT_KEY;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.HADOOP_AZURE_FS_SAS;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.MANAGED_IDENTITY_ID_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.RECURSIVE_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.SHARED_ACCESS_SIGNATURE_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.Azure.TENANT_ID_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.GCS.JSON_CREDENTIALS_FIELD_NAME;
+import static org.apache.asterix.external.util.ExternalDataConstants.KEY_ADAPTER_NAME_GCS;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_DELIMITER;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_ESCAPE;
+import static org.apache.asterix.external.util.ExternalDataConstants.KEY_EXCLUDE;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_EXTERNAL_SCAN_BUFFER_SIZE;
+import static org.apache.asterix.external.util.ExternalDataConstants.KEY_FORMAT;
+import static org.apache.asterix.external.util.ExternalDataConstants.KEY_INCLUDE;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_QUOTE;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_RECORD_END;
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_RECORD_START;
 import static org.apache.asterix.runtime.evaluators.functions.StringEvaluatorUtils.RESERVED_REGEX_CHARS;
+import static org.apache.hyracks.api.util.ExceptionUtils.getMessageOrToString;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.lang.reflect.InvocationTargetException;
+import java.lang.reflect.Method;
 import java.net.URI;
 import java.net.URISyntaxException;
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.Base64;
+import java.util.Collections;
 import java.util.EnumMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
+import java.util.function.BiPredicate;
 import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+import java.util.regex.PatternSyntaxException;
 
+import org.apache.asterix.common.api.IApplicationContext;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
@@ -62,11 +103,17 @@
 import org.apache.asterix.external.api.IExternalDataSourceFactory.DataSourceType;
 import org.apache.asterix.external.api.IInputStreamFactory;
 import org.apache.asterix.external.api.IRecordReaderFactory;
+import org.apache.asterix.external.input.record.reader.abstracts.AbstractExternalInputStreamFactory.IncludeExcludeMatcher;
 import org.apache.asterix.external.library.JavaLibrary;
+import org.apache.asterix.external.util.ExternalDataConstants.ParquetOptions;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
+import org.apache.hadoop.fs.s3a.Constants;
+import org.apache.hadoop.mapred.JobConf;
 import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.IWarningCollector;
@@ -82,11 +129,28 @@
 import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
 import org.apache.hyracks.util.StorageUtil;
 
+import com.azure.core.credential.AzureSasCredential;
+import com.azure.core.http.rest.PagedIterable;
+import com.azure.identity.ClientCertificateCredentialBuilder;
+import com.azure.identity.ClientSecretCredentialBuilder;
+import com.azure.identity.ManagedIdentityCredentialBuilder;
 import com.azure.storage.blob.BlobContainerClient;
 import com.azure.storage.blob.BlobServiceClient;
 import com.azure.storage.blob.BlobServiceClientBuilder;
 import com.azure.storage.blob.models.BlobItem;
 import com.azure.storage.blob.models.ListBlobsOptions;
+import com.azure.storage.common.StorageSharedKeyCredential;
+import com.azure.storage.common.policy.RequestRetryOptions;
+import com.azure.storage.file.datalake.DataLakeFileSystemClient;
+import com.azure.storage.file.datalake.DataLakeServiceClient;
+import com.azure.storage.file.datalake.DataLakeServiceClientBuilder;
+import com.azure.storage.file.datalake.models.ListPathsOptions;
+import com.azure.storage.file.datalake.models.PathItem;
+import com.google.api.gax.paging.Page;
+import com.google.auth.oauth2.ServiceAccountCredentials;
+import com.google.cloud.storage.Blob;
+import com.google.cloud.storage.Storage;
+import com.google.cloud.storage.StorageOptions;
 
 import software.amazon.awssdk.auth.credentials.AnonymousCredentialsProvider;
 import software.amazon.awssdk.auth.credentials.AwsBasicCredentials;
@@ -102,10 +166,10 @@
 import software.amazon.awssdk.services.s3.model.ListObjectsV2Request;
 import software.amazon.awssdk.services.s3.model.ListObjectsV2Response;
 import software.amazon.awssdk.services.s3.model.S3Exception;
+import software.amazon.awssdk.services.s3.model.S3Object;
 import software.amazon.awssdk.services.s3.model.S3Response;
 
 public class ExternalDataUtils {
-
     private static final Map<ATypeTag, IValueParserFactory> valueParserFactoryMap = new EnumMap<>(ATypeTag.class);
     private static final int DEFAULT_MAX_ARGUMENT_SZ = 1024 * 1024;
     private static final int HEADER_FUDGE = 64;
@@ -436,7 +500,8 @@
         final String inputFormat = configuration.get(ExternalDataConstants.KEY_INPUT_FORMAT);
         if (ExternalDataConstants.INPUT_FORMAT_PARQUET.equals(inputFormat)) {
             //Parquet supports binary-to-binary conversion. No parsing is required
-            configuration.put(ExternalDataConstants.KEY_FORMAT, ExternalDataConstants.FORMAT_NOOP);
+            configuration.put(ExternalDataConstants.KEY_PARSER, ExternalDataConstants.FORMAT_NOOP);
+            configuration.put(ExternalDataConstants.KEY_FORMAT, ExternalDataConstants.FORMAT_PARQUET);
         }
         if (!configuration.containsKey(ExternalDataConstants.KEY_PARSER)
                 && configuration.containsKey(ExternalDataConstants.KEY_FORMAT)) {
@@ -534,7 +599,7 @@
      * @param configuration properties
      */
     public static void validateAdapterSpecificProperties(Map<String, String> configuration, SourceLocation srcLoc,
-            IWarningCollector collector) throws CompilationException {
+            IWarningCollector collector, IApplicationContext appCtx) throws CompilationException {
         String type = configuration.get(ExternalDataConstants.KEY_EXTERNAL_SOURCE_TYPE);
 
         switch (type) {
@@ -542,7 +607,13 @@
                 AwsS3.validateProperties(configuration, srcLoc, collector);
                 break;
             case ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_BLOB:
-                ExternalDataUtils.Azure.validateProperties(configuration, srcLoc, collector);
+                Azure.validateAzureBlobProperties(configuration, srcLoc, collector, appCtx);
+                break;
+            case ExternalDataConstants.KEY_ADAPTER_NAME_AZURE_DATA_LAKE:
+                Azure.validateAzureDataLakeProperties(configuration, srcLoc, collector, appCtx);
+                break;
+            case KEY_ADAPTER_NAME_GCS:
+                GCS.validateProperties(configuration, srcLoc, collector);
                 break;
             default:
                 // Nothing needs to be done
@@ -660,9 +731,13 @@
      * @param configuration configuration
      */
     public static String getPrefix(Map<String, String> configuration) {
+        return getPrefix(configuration, true);
+    }
+
+    public static String getPrefix(Map<String, String> configuration, boolean appendSlash) {
         String definition = configuration.get(ExternalDataConstants.DEFINITION_FIELD_NAME);
         if (definition != null && !definition.isEmpty()) {
-            return definition + (!definition.endsWith("/") ? "/" : "");
+            return appendSlash ? definition + (!definition.endsWith("/") ? "/" : "") : definition;
         }
         return "";
     }
@@ -711,12 +786,111 @@
         }
     }
 
+    public static IncludeExcludeMatcher getIncludeExcludeMatchers(Map<String, String> configuration)
+            throws CompilationException {
+        // Get and compile the patterns for include/exclude if provided
+        List<Matcher> includeMatchers = new ArrayList<>();
+        List<Matcher> excludeMatchers = new ArrayList<>();
+        String pattern = null;
+        try {
+            for (Map.Entry<String, String> entry : configuration.entrySet()) {
+                if (entry.getKey().startsWith(KEY_INCLUDE)) {
+                    pattern = entry.getValue();
+                    includeMatchers.add(Pattern.compile(patternToRegex(pattern)).matcher(""));
+                } else if (entry.getKey().startsWith(KEY_EXCLUDE)) {
+                    pattern = entry.getValue();
+                    excludeMatchers.add(Pattern.compile(patternToRegex(pattern)).matcher(""));
+                }
+            }
+        } catch (PatternSyntaxException ex) {
+            throw new CompilationException(ErrorCode.INVALID_REGEX_PATTERN, pattern);
+        }
+
+        IncludeExcludeMatcher includeExcludeMatcher;
+        if (!includeMatchers.isEmpty()) {
+            includeExcludeMatcher =
+                    new IncludeExcludeMatcher(includeMatchers, (matchers1, key) -> matchPatterns(matchers1, key));
+        } else if (!excludeMatchers.isEmpty()) {
+            includeExcludeMatcher =
+                    new IncludeExcludeMatcher(excludeMatchers, (matchers1, key) -> !matchPatterns(matchers1, key));
+        } else {
+            includeExcludeMatcher = new IncludeExcludeMatcher(Collections.emptyList(), (matchers1, key) -> true);
+        }
+
+        return includeExcludeMatcher;
+    }
+
     public static boolean supportsPushdown(Map<String, String> properties) {
         //Currently, only Apache Parquet format is supported
-        return ExternalDataConstants.CLASS_NAME_PARQUET_INPUT_FORMAT
-                .equals(properties.get(ExternalDataConstants.KEY_INPUT_FORMAT))
-                || ExternalDataConstants.INPUT_FORMAT_PARQUET
-                        .equals(properties.get(ExternalDataConstants.KEY_INPUT_FORMAT));
+        return isParquetFormat(properties);
+    }
+
+    /**
+     * Validate Parquet dataset's declared type and configuration
+     *
+     * @param properties        external dataset configuration
+     * @param datasetRecordType dataset declared type
+     */
+    public static void validateParquetTypeAndConfiguration(Map<String, String> properties,
+            ARecordType datasetRecordType) throws CompilationException {
+        if (isParquetFormat(properties)) {
+            if (datasetRecordType.getFieldTypes().length != 0) {
+                throw new CompilationException(ErrorCode.UNSUPPORTED_TYPE_FOR_PARQUET, datasetRecordType.getTypeName());
+            } else if (properties.containsKey(ParquetOptions.TIMEZONE)
+                    && !ParquetOptions.VALID_TIME_ZONES.contains(properties.get(ParquetOptions.TIMEZONE))) {
+                //Ensure the configured time zone id is correct
+                throw new CompilationException(ErrorCode.INVALID_TIMEZONE, properties.get(ParquetOptions.TIMEZONE));
+            }
+        }
+    }
+
+    private static boolean isParquetFormat(Map<String, String> properties) {
+        String inputFormat = properties.get(ExternalDataConstants.KEY_INPUT_FORMAT);
+        return ExternalDataConstants.CLASS_NAME_PARQUET_INPUT_FORMAT.equals(inputFormat)
+                || ExternalDataConstants.INPUT_FORMAT_PARQUET.equals(inputFormat)
+                || ExternalDataConstants.FORMAT_PARQUET.equals(properties.get(ExternalDataConstants.KEY_FORMAT));
+    }
+
+    public static void setExternalDataProjectionInfo(DataProjectionInfo projectionInfo, Map<String, String> properties)
+            throws IOException {
+        properties.put(ExternalDataConstants.KEY_REQUESTED_FIELDS,
+                serializeExpectedTypeToString(projectionInfo.getProjectionInfo()));
+        properties.put(ExternalDataConstants.KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION,
+                serializeFunctionCallInfoToString(projectionInfo.getFunctionCallInfoMap()));
+    }
+
+    /**
+     * Serialize {@link ARecordType} as Base64 string to pass it to {@link org.apache.hadoop.conf.Configuration}
+     *
+     * @param expectedType expected type
+     * @return the expected type as Base64 string
+     */
+    private static String serializeExpectedTypeToString(ARecordType expectedType) throws IOException {
+        if (expectedType == DataProjectionInfo.EMPTY_TYPE || expectedType == DataProjectionInfo.ALL_FIELDS_TYPE) {
+            //Return the type name of EMPTY_TYPE and ALL_FIELDS_TYPE
+            return expectedType.getTypeName();
+        }
+        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
+        DataOutputStream dataOutputStream = new DataOutputStream(byteArrayOutputStream);
+        Base64.Encoder encoder = Base64.getEncoder();
+        DataProjectionInfo.writeTypeField(expectedType, dataOutputStream);
+        return encoder.encodeToString(byteArrayOutputStream.toByteArray());
+    }
+
+    /**
+     * Serialize {@link FunctionCallInformation} map as Base64 string to pass it to
+     * {@link org.apache.hadoop.conf.Configuration}
+     *
+     * @param functionCallInfoMap function information map
+     * @return function information map as Base64 string
+     */
+    static String serializeFunctionCallInfoToString(Map<String, FunctionCallInformation> functionCallInfoMap)
+            throws IOException {
+        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
+        DataOutputStream dataOutputStream = new DataOutputStream(byteArrayOutputStream);
+        Base64.Encoder encoder = Base64.getEncoder();
+        DataProjectionInfo.writeFunctionCallInformationMapField(functionCallInfoMap, dataOutputStream);
+        return encoder.encodeToString(byteArrayOutputStream.toByteArray());
     }
 
     public static class AwsS3 {
@@ -759,7 +933,16 @@
             }
 
             builder.credentialsProvider(credentialsProvider);
-            builder.region(Region.of(regionId));
+
+            // Validate the region
+            List<Region> regions = S3Client.serviceMetadata().regions();
+            Optional<Region> selectedRegion =
+                    regions.stream().filter(region -> region.id().equals(regionId)).findFirst();
+
+            if (selectedRegion.isEmpty()) {
+                throw new CompilationException(S3_REGION_NOT_SUPPORTED, regionId);
+            }
+            builder.region(selectedRegion.get());
 
             // Validate the service endpoint if present
             if (serviceEndpoint != null) {
@@ -768,7 +951,7 @@
                     try {
                         builder.endpointOverride(uri);
                     } catch (NullPointerException ex) {
-                        throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                        throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
                     }
                 } catch (URISyntaxException ex) {
                     throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR,
@@ -780,6 +963,61 @@
         }
 
         /**
+         * Builds the S3 client using the provided configuration
+         *
+         * @param configuration      properties
+         * @param numberOfPartitions number of partitions in the cluster
+         */
+        public static void configureAwsS3HdfsJobConf(JobConf conf, Map<String, String> configuration,
+                int numberOfPartitions) {
+            String accessKeyId = configuration.get(ExternalDataConstants.AwsS3.ACCESS_KEY_ID_FIELD_NAME);
+            String secretAccessKey = configuration.get(ExternalDataConstants.AwsS3.SECRET_ACCESS_KEY_FIELD_NAME);
+            String sessionToken = configuration.get(ExternalDataConstants.AwsS3.SESSION_TOKEN_FIELD_NAME);
+            String serviceEndpoint = configuration.get(ExternalDataConstants.AwsS3.SERVICE_END_POINT_FIELD_NAME);
+
+            //Disable caching S3 FileSystem
+            HDFSUtils.disableHadoopFileSystemCache(conf, HADOOP_S3_PROTOCOL);
+
+            /*
+             * Authentication Methods:
+             * 1- Anonymous: no accessKeyId and no secretAccessKey
+             * 2- Temporary: has to provide accessKeyId, secretAccessKey and sessionToken
+             * 3- Private: has to provide accessKeyId and secretAccessKey
+             */
+            if (accessKeyId == null) {
+                //Tells hadoop-aws it is an anonymous access
+                conf.set(HADOOP_CREDENTIAL_PROVIDER_KEY, HADOOP_ANONYMOUS_ACCESS);
+            } else {
+                conf.set(HADOOP_ACCESS_KEY_ID, accessKeyId);
+                conf.set(HADOOP_SECRET_ACCESS_KEY, secretAccessKey);
+                if (sessionToken != null) {
+                    conf.set(HADOOP_SESSION_TOKEN, sessionToken);
+                    //Tells hadoop-aws it is a temporary access
+                    conf.set(HADOOP_CREDENTIAL_PROVIDER_KEY, HADOOP_TEMP_ACCESS);
+                }
+            }
+
+            /*
+             * This is to allow S3 definition to have path-style form. Should always be true to match the current
+             * way we access files in S3
+             */
+            conf.set(HADOOP_PATH_STYLE_ACCESS, ExternalDataConstants.TRUE);
+
+            /*
+             * Set the size of S3 connection pool to be the number of partitions
+             */
+            conf.set(HADOOP_S3_CONNECTION_POOL_SIZE, String.valueOf(numberOfPartitions));
+
+            if (serviceEndpoint != null) {
+                // Validation of the URL should be done at hadoop-aws level
+                conf.set(ExternalDataConstants.AwsS3.HADOOP_SERVICE_END_POINT, serviceEndpoint);
+            } else {
+                //Region is ignored and buckets could be found by the central endpoint
+                conf.set(ExternalDataConstants.AwsS3.HADOOP_SERVICE_END_POINT, Constants.CENTRAL_ENDPOINT);
+            }
+        }
+
+        /**
          * Validate external dataset properties
          *
          * @param configuration properties
@@ -829,10 +1067,10 @@
                         throw ex;
                     }
                 } catch (SdkException ex2) {
-                    throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex2.getMessage());
+                    throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
                 }
             } catch (SdkException ex) {
-                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
             } finally {
                 if (s3Client != null) {
                     CleanupUtils.close(s3Client, null);
@@ -856,11 +1094,10 @@
         /**
          * Checks for a single object in the specified bucket to determine if the bucket is empty or not.
          *
-         * @param s3Client s3 client
+         * @param s3Client  s3 client
          * @param container the container name
-         * @param prefix Prefix to be used
+         * @param prefix    Prefix to be used
          * @param useOldApi flag whether to use the old API or not
-         *
          * @return returns the S3 response
          */
         private static S3Response isBucketEmpty(S3Client s3Client, String container, String prefix, boolean useOldApi) {
@@ -876,8 +1113,161 @@
             }
             return response;
         }
+
+        /**
+         * Returns the lists of S3 objects.
+         *
+         * @param configuration         properties
+         * @param includeExcludeMatcher include/exclude matchers to apply
+         */
+        public static List<S3Object> listS3Objects(Map<String, String> configuration,
+                IncludeExcludeMatcher includeExcludeMatcher, IWarningCollector warningCollector)
+                throws CompilationException {
+            // Prepare to retrieve the objects
+            List<S3Object> filesOnly;
+            String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+            S3Client s3Client = buildAwsS3Client(configuration);
+            String prefix = getPrefix(configuration);
+
+            try {
+                filesOnly = listS3Objects(s3Client, container, prefix, includeExcludeMatcher);
+            } catch (S3Exception ex) {
+                // New API is not implemented, try falling back to old API
+                try {
+                    // For error code, see https://docs.aws.amazon.com/AmazonS3/latest/API/ErrorResponses.html
+                    if (ex.awsErrorDetails().errorCode()
+                            .equals(ExternalDataConstants.AwsS3.ERROR_METHOD_NOT_IMPLEMENTED)) {
+                        filesOnly = oldApiListS3Objects(s3Client, container, prefix, includeExcludeMatcher);
+                    } else {
+                        throw ex;
+                    }
+                } catch (SdkException ex2) {
+                    throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+                }
+            } catch (SdkException ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            } finally {
+                if (s3Client != null) {
+                    CleanupUtils.close(s3Client, null);
+                }
+            }
+
+            // Warn if no files are returned
+            if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
+                Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+                warningCollector.warn(warning);
+            }
+
+            return filesOnly;
+        }
+
+        /**
+         * Uses the latest API to retrieve the objects from the storage.
+         *
+         * @param s3Client              S3 client
+         * @param container             container name
+         * @param prefix                definition prefix
+         * @param includeExcludeMatcher include/exclude matchers to apply
+         */
+        private static List<S3Object> listS3Objects(S3Client s3Client, String container, String prefix,
+                IncludeExcludeMatcher includeExcludeMatcher) {
+            String newMarker = null;
+            List<S3Object> filesOnly = new ArrayList<>();
+
+            ListObjectsV2Response listObjectsResponse;
+            ListObjectsV2Request.Builder listObjectsBuilder = ListObjectsV2Request.builder().bucket(container);
+            listObjectsBuilder.prefix(prefix);
+
+            while (true) {
+                // List the objects from the start, or from the last marker in case of truncated result
+                if (newMarker == null) {
+                    listObjectsResponse = s3Client.listObjectsV2(listObjectsBuilder.build());
+                } else {
+                    listObjectsResponse =
+                            s3Client.listObjectsV2(listObjectsBuilder.continuationToken(newMarker).build());
+                }
+
+                // Collect the paths to files only
+                collectAndFilterFiles(listObjectsResponse.contents(), includeExcludeMatcher.getPredicate(),
+                        includeExcludeMatcher.getMatchersList(), filesOnly);
+
+                // Mark the flag as done if done, otherwise, get the marker of the previous response for the next request
+                if (!listObjectsResponse.isTruncated()) {
+                    break;
+                } else {
+                    newMarker = listObjectsResponse.nextContinuationToken();
+                }
+            }
+
+            return filesOnly;
+        }
+
+        /**
+         * Uses the old API (in case the new API is not implemented) to retrieve the objects from the storage
+         *
+         * @param s3Client              S3 client
+         * @param container             container name
+         * @param prefix                definition prefix
+         * @param includeExcludeMatcher include/exclude matchers to apply
+         */
+        private static List<S3Object> oldApiListS3Objects(S3Client s3Client, String container, String prefix,
+                IncludeExcludeMatcher includeExcludeMatcher) {
+            String newMarker = null;
+            List<S3Object> filesOnly = new ArrayList<>();
+
+            ListObjectsResponse listObjectsResponse;
+            ListObjectsRequest.Builder listObjectsBuilder = ListObjectsRequest.builder().bucket(container);
+            listObjectsBuilder.prefix(prefix);
+
+            while (true) {
+                // List the objects from the start, or from the last marker in case of truncated result
+                if (newMarker == null) {
+                    listObjectsResponse = s3Client.listObjects(listObjectsBuilder.build());
+                } else {
+                    listObjectsResponse = s3Client.listObjects(listObjectsBuilder.marker(newMarker).build());
+                }
+
+                // Collect the paths to files only
+                collectAndFilterFiles(listObjectsResponse.contents(), includeExcludeMatcher.getPredicate(),
+                        includeExcludeMatcher.getMatchersList(), filesOnly);
+
+                // Mark the flag as done if done, otherwise, get the marker of the previous response for the next request
+                if (!listObjectsResponse.isTruncated()) {
+                    break;
+                } else {
+                    newMarker = listObjectsResponse.nextMarker();
+                }
+            }
+
+            return filesOnly;
+        }
+
+        /**
+         * AWS S3 returns all the objects as paths, not differentiating between folder and files. The path is considered
+         * a file if it does not end up with a "/" which is the separator in a folder structure.
+         *
+         * @param s3Objects List of returned objects
+         */
+        private static void collectAndFilterFiles(List<S3Object> s3Objects,
+                BiPredicate<List<Matcher>, String> predicate, List<Matcher> matchers, List<S3Object> filesOnly) {
+            for (S3Object object : s3Objects) {
+                // skip folders
+                if (object.key().endsWith("/")) {
+                    continue;
+                }
+
+                // No filter, add file
+                if (predicate.test(matchers, object.key())) {
+                    filesOnly.add(object);
+                }
+            }
+        }
     }
 
+    /*
+     * Note: Azure Blob and Azure Datalake use identical authentication, so they are using the same properties.
+     * If they end up diverging, then properties for AzureBlob and AzureDataLake need to be created.
+     */
     public static class Azure {
         private Azure() {
             throw new AssertionError("do not instantiate");
@@ -889,80 +1279,582 @@
          * @param configuration properties
          * @return client
          */
-        public static BlobServiceClient buildAzureClient(Map<String, String> configuration)
-                throws CompilationException {
-            // TODO(Hussain): Need to ensure that all required parameters are present in a previous step
-            String connectionString = configuration.get(CONNECTION_STRING_FIELD_NAME);
+        public static BlobServiceClient buildAzureBlobClient(IApplicationContext appCtx,
+                Map<String, String> configuration) throws CompilationException {
+            String managedIdentityId = configuration.get(MANAGED_IDENTITY_ID_FIELD_NAME);
             String accountName = configuration.get(ACCOUNT_NAME_FIELD_NAME);
             String accountKey = configuration.get(ACCOUNT_KEY_FIELD_NAME);
             String sharedAccessSignature = configuration.get(SHARED_ACCESS_SIGNATURE_FIELD_NAME);
-            String blobEndpoint = configuration.get(BLOB_ENDPOINT_FIELD_NAME);
-            String endpointSuffix = configuration.get(ENDPOINT_SUFFIX_FIELD_NAME);
+            String tenantId = configuration.get(TENANT_ID_FIELD_NAME);
+            String clientId = configuration.get(CLIENT_ID_FIELD_NAME);
+            String clientSecret = configuration.get(CLIENT_SECRET_FIELD_NAME);
+            String clientCertificate = configuration.get(CLIENT_CERTIFICATE_FIELD_NAME);
+            String clientCertificatePassword = configuration.get(CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME);
+            String endpoint = configuration.get(ENDPOINT_FIELD_NAME);
 
-            // Construct the connection string
-            // Connection string format: name1=value1;name2=value2;....
-            StringBuilder connectionStringBuilder = new StringBuilder();
+            // Client builder
             BlobServiceClientBuilder builder = new BlobServiceClientBuilder();
+            int timeout = appCtx.getExternalProperties().getAzureRequestTimeout();
+            RequestRetryOptions requestRetryOptions = new RequestRetryOptions(null, null, timeout, null, null, null);
+            builder.retryOptions(requestRetryOptions);
 
-            boolean authMethodFound = false;
-
-            if (connectionString != null) {
-                // connection string
-                authMethodFound = true;
-                connectionStringBuilder.append(connectionString).append(";");
+            // Endpoint is required
+            if (endpoint == null) {
+                throw new CompilationException(PARAMETERS_REQUIRED, ENDPOINT_FIELD_NAME);
             }
+            builder.endpoint(endpoint);
 
-            if (accountName != null && accountKey != null) {
-                if (authMethodFound) {
-                    throw new CompilationException(ErrorCode.ONLY_SINGLE_AUTHENTICATION_IS_ALLOWED);
+            // Shared Key
+            if (accountName != null || accountKey != null) {
+                if (accountName == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, ACCOUNT_NAME_FIELD_NAME,
+                            ACCOUNT_KEY_FIELD_NAME);
                 }
-                authMethodFound = true;
-                // account name + account key
-                connectionStringBuilder.append(CONNECTION_STRING_ACCOUNT_NAME).append("=").append(accountName)
-                        .append(";").append(CONNECTION_STRING_ACCOUNT_KEY).append("=").append(accountKey).append(";");
-            }
 
-            if (accountName != null && sharedAccessSignature != null) {
-                if (authMethodFound) {
-                    throw new CompilationException(ErrorCode.ONLY_SINGLE_AUTHENTICATION_IS_ALLOWED);
+                if (accountKey == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, ACCOUNT_KEY_FIELD_NAME,
+                            ACCOUNT_NAME_FIELD_NAME);
                 }
-                // account name + shared access token
-                connectionStringBuilder.append(CONNECTION_STRING_ACCOUNT_NAME).append("=").append(accountName)
-                        .append(";").append(CONNECTION_STRING_SHARED_ACCESS_SIGNATURE).append("=")
-                        .append(sharedAccessSignature).append(";");
+
+                Optional<String> provided = getFirstNotNull(configuration, SHARED_ACCESS_SIGNATURE_FIELD_NAME,
+                        MANAGED_IDENTITY_ID_FIELD_NAME, CLIENT_ID_FIELD_NAME, CLIENT_SECRET_FIELD_NAME,
+                        CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            ACCOUNT_KEY_FIELD_NAME);
+                }
+                StorageSharedKeyCredential credential = new StorageSharedKeyCredential(accountName, accountKey);
+                builder.credential(credential);
             }
 
-            // Add blobEndpoint and endpointSuffix if present, adjust any '/' as needed
-            if (blobEndpoint != null) {
-                connectionStringBuilder.append(CONNECTION_STRING_BLOB_ENDPOINT).append("=").append(blobEndpoint)
-                        .append(";");
-                if (endpointSuffix != null) {
-                    String endpointSuffixUpdated;
-                    if (blobEndpoint.endsWith("/")) {
-                        endpointSuffixUpdated =
-                                endpointSuffix.startsWith("/") ? endpointSuffix.substring(1) : endpointSuffix;
+            // Shared access signature
+            if (sharedAccessSignature != null) {
+                Optional<String> provided = getFirstNotNull(configuration, MANAGED_IDENTITY_ID_FIELD_NAME,
+                        CLIENT_ID_FIELD_NAME, CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME,
+                        CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+                }
+                AzureSasCredential credential = new AzureSasCredential(sharedAccessSignature);
+                builder.credential(credential);
+            }
+
+            // Managed Identity auth
+            if (managedIdentityId != null) {
+                Optional<String> provided = getFirstNotNull(configuration, CLIENT_ID_FIELD_NAME,
+                        CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME,
+                        TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            MANAGED_IDENTITY_ID_FIELD_NAME);
+                }
+                builder.credential(new ManagedIdentityCredentialBuilder().clientId(managedIdentityId).build());
+            }
+
+            // Client secret & certificate auth
+            if (clientId != null) {
+                // Both (or neither) client secret and client secret were provided, only one is allowed
+                if ((clientSecret == null) == (clientCertificate == null)) {
+                    if (clientSecret != null) {
+                        throw new CompilationException(PARAMETERS_NOT_ALLOWED_AT_SAME_TIME, CLIENT_SECRET_FIELD_NAME,
+                                CLIENT_CERTIFICATE_FIELD_NAME);
                     } else {
-                        endpointSuffixUpdated = endpointSuffix.startsWith("/") ? endpointSuffix : "/" + endpointSuffix;
+                        throw new CompilationException(REQUIRED_PARAM_OR_PARAM_IF_PARAM_IS_PRESENT,
+                                CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_ID_FIELD_NAME);
                     }
-                    connectionStringBuilder.append(CONNECTION_STRING_ENDPOINT_SUFFIX).append("=")
-                            .append(endpointSuffixUpdated).append(";");
+                }
+
+                // Tenant ID is required
+                if (tenantId == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, TENANT_ID_FIELD_NAME,
+                            CLIENT_ID_FIELD_NAME);
+                }
+
+                // Client certificate password is not allowed if client secret is used
+                if (clientCertificatePassword != null && clientSecret != null) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT,
+                            CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, CLIENT_SECRET_FIELD_NAME);
+                }
+
+                // Use AD authentication
+                if (clientSecret != null) {
+                    ClientSecretCredentialBuilder secret = new ClientSecretCredentialBuilder();
+                    secret.clientId(clientId);
+                    secret.tenantId(tenantId);
+                    secret.clientSecret(clientSecret);
+                    builder.credential(secret.build());
+                } else {
+                    // Certificate
+                    ClientCertificateCredentialBuilder certificate = new ClientCertificateCredentialBuilder();
+                    certificate.clientId(clientId);
+                    certificate.tenantId(tenantId);
+                    try {
+                        InputStream certificateContent = new ByteArrayInputStream(clientCertificate.getBytes(UTF_8));
+                        if (clientCertificatePassword == null) {
+                            Method pemCertificate = ClientCertificateCredentialBuilder.class
+                                    .getDeclaredMethod("pemCertificate", InputStream.class);
+                            pemCertificate.setAccessible(true);
+                            pemCertificate.invoke(certificate, certificateContent);
+                        } else {
+                            Method pemCertificate = ClientCertificateCredentialBuilder.class
+                                    .getDeclaredMethod("pfxCertificate", InputStream.class, String.class);
+                            pemCertificate.setAccessible(true);
+                            pemCertificate.invoke(certificate, certificateContent, clientCertificatePassword);
+                        }
+                    } catch (NoSuchMethodException | InvocationTargetException | IllegalAccessException ex) {
+                        throw new CompilationException(EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                    }
+                    builder.credential(certificate.build());
                 }
             }
 
-            // No credentials or endpoint provided
-            if (connectionStringBuilder.length() == 0) {
-                throw new CompilationException(ErrorCode.NO_AUTH_PROVIDED_ENDPOINT_REQUIRED_FOR_ANONYMOUS_ACCESS,
-                        BLOB_ENDPOINT_FIELD_NAME);
+            // If client id is not present, ensure client secret, certificate, tenant id and client certificate
+            // password are not present
+            if (clientId == null) {
+                Optional<String> provided = getFirstNotNull(configuration, CLIENT_SECRET_FIELD_NAME,
+                        CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+                }
             }
 
             try {
-                return builder.connectionString(connectionStringBuilder.toString()).buildClient();
+                return builder.buildClient();
             } catch (Exception ex) {
-                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
             }
         }
 
         /**
+         * Builds the Azure data lake storage account using the provided configuration
+         *
+         * @param configuration properties
+         * @return client
+         */
+        public static DataLakeServiceClient buildAzureDatalakeClient(IApplicationContext appCtx,
+                Map<String, String> configuration) throws CompilationException {
+            String managedIdentityId = configuration.get(MANAGED_IDENTITY_ID_FIELD_NAME);
+            String accountName = configuration.get(ACCOUNT_NAME_FIELD_NAME);
+            String accountKey = configuration.get(ACCOUNT_KEY_FIELD_NAME);
+            String sharedAccessSignature = configuration.get(SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+            String tenantId = configuration.get(TENANT_ID_FIELD_NAME);
+            String clientId = configuration.get(CLIENT_ID_FIELD_NAME);
+            String clientSecret = configuration.get(CLIENT_SECRET_FIELD_NAME);
+            String clientCertificate = configuration.get(CLIENT_CERTIFICATE_FIELD_NAME);
+            String clientCertificatePassword = configuration.get(CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME);
+            String endpoint = configuration.get(ENDPOINT_FIELD_NAME);
+
+            // Client builder
+            DataLakeServiceClientBuilder builder = new DataLakeServiceClientBuilder();
+            int timeout = appCtx.getExternalProperties().getAzureRequestTimeout();
+            RequestRetryOptions requestRetryOptions = new RequestRetryOptions(null, null, timeout, null, null, null);
+            builder.retryOptions(requestRetryOptions);
+
+            // Endpoint is required
+            if (endpoint == null) {
+                throw new CompilationException(PARAMETERS_REQUIRED, ENDPOINT_FIELD_NAME);
+            }
+            builder.endpoint(endpoint);
+
+            // Shared Key
+            if (accountName != null || accountKey != null) {
+                if (accountName == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, ACCOUNT_NAME_FIELD_NAME,
+                            ACCOUNT_KEY_FIELD_NAME);
+                }
+
+                if (accountKey == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, ACCOUNT_KEY_FIELD_NAME,
+                            ACCOUNT_NAME_FIELD_NAME);
+                }
+
+                Optional<String> provided = getFirstNotNull(configuration, SHARED_ACCESS_SIGNATURE_FIELD_NAME,
+                        MANAGED_IDENTITY_ID_FIELD_NAME, CLIENT_ID_FIELD_NAME, CLIENT_SECRET_FIELD_NAME,
+                        CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            ACCOUNT_KEY_FIELD_NAME);
+                }
+                StorageSharedKeyCredential credential = new StorageSharedKeyCredential(accountName, accountKey);
+                builder.credential(credential);
+            }
+
+            // Shared access signature
+            if (sharedAccessSignature != null) {
+                Optional<String> provided = getFirstNotNull(configuration, MANAGED_IDENTITY_ID_FIELD_NAME,
+                        CLIENT_ID_FIELD_NAME, CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME,
+                        CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+                }
+                AzureSasCredential credential = new AzureSasCredential(sharedAccessSignature);
+                builder.credential(credential);
+            }
+
+            // Managed Identity auth
+            if (managedIdentityId != null) {
+                Optional<String> provided = getFirstNotNull(configuration, CLIENT_ID_FIELD_NAME,
+                        CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME,
+                        TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            MANAGED_IDENTITY_ID_FIELD_NAME);
+                }
+                builder.credential(new ManagedIdentityCredentialBuilder().clientId(managedIdentityId).build());
+            }
+
+            // Client secret & certificate auth
+            if (clientId != null) {
+                // Both (or neither) client secret and client secret were provided, only one is allowed
+                if ((clientSecret == null) == (clientCertificate == null)) {
+                    if (clientSecret != null) {
+                        throw new CompilationException(PARAMETERS_NOT_ALLOWED_AT_SAME_TIME, CLIENT_SECRET_FIELD_NAME,
+                                CLIENT_CERTIFICATE_FIELD_NAME);
+                    } else {
+                        throw new CompilationException(REQUIRED_PARAM_OR_PARAM_IF_PARAM_IS_PRESENT,
+                                CLIENT_SECRET_FIELD_NAME, CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_ID_FIELD_NAME);
+                    }
+                }
+
+                // Tenant ID is required
+                if (tenantId == null) {
+                    throw new CompilationException(REQUIRED_PARAM_IF_PARAM_IS_PRESENT, TENANT_ID_FIELD_NAME,
+                            CLIENT_ID_FIELD_NAME);
+                }
+
+                // Client certificate password is not allowed if client secret is used
+                if (clientCertificatePassword != null && clientSecret != null) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT,
+                            CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, CLIENT_SECRET_FIELD_NAME);
+                }
+
+                // Use AD authentication
+                if (clientSecret != null) {
+                    ClientSecretCredentialBuilder secret = new ClientSecretCredentialBuilder();
+                    secret.clientId(clientId);
+                    secret.tenantId(tenantId);
+                    secret.clientSecret(clientSecret);
+                    builder.credential(secret.build());
+                } else {
+                    // Certificate
+                    ClientCertificateCredentialBuilder certificate = new ClientCertificateCredentialBuilder();
+                    certificate.clientId(clientId);
+                    certificate.tenantId(tenantId);
+                    try {
+                        InputStream certificateContent = new ByteArrayInputStream(clientCertificate.getBytes(UTF_8));
+                        if (clientCertificatePassword == null) {
+                            Method pemCertificate = ClientCertificateCredentialBuilder.class
+                                    .getDeclaredMethod("pemCertificate", InputStream.class);
+                            pemCertificate.setAccessible(true);
+                            pemCertificate.invoke(certificate, certificateContent);
+                        } else {
+                            Method pemCertificate = ClientCertificateCredentialBuilder.class
+                                    .getDeclaredMethod("pfxCertificate", InputStream.class, String.class);
+                            pemCertificate.setAccessible(true);
+                            pemCertificate.invoke(certificate, certificateContent, clientCertificatePassword);
+                        }
+                    } catch (NoSuchMethodException | InvocationTargetException | IllegalAccessException ex) {
+                        throw new CompilationException(EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+                    }
+                    builder.credential(certificate.build());
+                }
+            }
+
+            // If client id is not present, ensure client secret, certificate, tenant id and client certificate
+            // password are not present
+            if (clientId == null) {
+                Optional<String> provided = getFirstNotNull(configuration, CLIENT_SECRET_FIELD_NAME,
+                        CLIENT_CERTIFICATE_FIELD_NAME, CLIENT_CERTIFICATE_PASSWORD_FIELD_NAME, TENANT_ID_FIELD_NAME);
+                if (provided.isPresent()) {
+                    throw new CompilationException(PARAM_NOT_ALLOWED_IF_PARAM_IS_PRESENT, provided.get(),
+                            SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+                }
+            }
+
+            try {
+                return builder.buildClient();
+            } catch (Exception ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        }
+
+        public static List<BlobItem> listBlobItems(BlobServiceClient blobServiceClient,
+                Map<String, String> configuration, IncludeExcludeMatcher includeExcludeMatcher,
+                IWarningCollector warningCollector) throws CompilationException {
+            String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+
+            List<BlobItem> filesOnly = new ArrayList<>();
+
+            // Ensure the validity of include/exclude
+            ExternalDataUtils.validateIncludeExclude(configuration);
+
+            BlobContainerClient blobContainer;
+            try {
+                blobContainer = blobServiceClient.getBlobContainerClient(container);
+
+                // Get all objects in a container and extract the paths to files
+                ListBlobsOptions listBlobsOptions = new ListBlobsOptions();
+                listBlobsOptions.setPrefix(ExternalDataUtils.getPrefix(configuration));
+                Iterable<BlobItem> blobItems = blobContainer.listBlobs(listBlobsOptions, null);
+
+                // Collect the paths to files only
+                collectAndFilterBlobFiles(blobItems, includeExcludeMatcher.getPredicate(),
+                        includeExcludeMatcher.getMatchersList(), filesOnly);
+
+                // Warn if no files are returned
+                if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
+                    Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+                    warningCollector.warn(warning);
+                }
+            } catch (Exception ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+
+            return filesOnly;
+        }
+
+        /**
+         * Collects and filters the files only, and excludes any folders
+         *
+         * @param items     storage items
+         * @param predicate predicate to test with for file filtration
+         * @param matchers  include/exclude matchers to test against
+         * @param filesOnly List containing the files only (excluding folders)
+         */
+        private static void collectAndFilterBlobFiles(Iterable<BlobItem> items,
+                BiPredicate<List<Matcher>, String> predicate, List<Matcher> matchers, List<BlobItem> filesOnly) {
+            for (BlobItem item : items) {
+                String uri = item.getName();
+
+                // skip folders
+                if (uri.endsWith("/")) {
+                    continue;
+                }
+
+                // No filter, add file
+                if (predicate.test(matchers, uri)) {
+                    filesOnly.add(item);
+                }
+            }
+        }
+
+        public static List<PathItem> listDatalakePathItems(DataLakeServiceClient client,
+                Map<String, String> configuration, IncludeExcludeMatcher includeExcludeMatcher,
+                IWarningCollector warningCollector) throws CompilationException {
+            String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+
+            List<PathItem> filesOnly = new ArrayList<>();
+
+            // Ensure the validity of include/exclude
+            ExternalDataUtils.validateIncludeExclude(configuration);
+
+            DataLakeFileSystemClient fileSystemClient;
+            try {
+                fileSystemClient = client.getFileSystemClient(container);
+
+                // Get all objects in a container and extract the paths to files
+                ListPathsOptions listOptions = new ListPathsOptions();
+                boolean recursive = Boolean.parseBoolean(configuration.get(RECURSIVE_FIELD_NAME));
+                listOptions.setRecursive(recursive);
+                listOptions.setPath(ExternalDataUtils.getPrefix(configuration, false));
+                PagedIterable<PathItem> pathItems = fileSystemClient.listPaths(listOptions, null);
+
+                // Collect the paths to files only
+                collectAndFilterDatalakeFiles(pathItems, includeExcludeMatcher.getPredicate(),
+                        includeExcludeMatcher.getMatchersList(), filesOnly);
+
+                // Warn if no files are returned
+                if (filesOnly.isEmpty() && warningCollector.shouldWarn()) {
+                    Warning warning = Warning.of(null, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+                    warningCollector.warn(warning);
+                }
+            } catch (Exception ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+
+            return filesOnly;
+        }
+
+        /**
+         * Collects and filters the files only, and excludes any folders
+         *
+         * @param items     storage items
+         * @param predicate predicate to test with for file filtration
+         * @param matchers  include/exclude matchers to test against
+         * @param filesOnly List containing the files only (excluding folders)
+         */
+        private static void collectAndFilterDatalakeFiles(Iterable<PathItem> items,
+                BiPredicate<List<Matcher>, String> predicate, List<Matcher> matchers, List<PathItem> filesOnly) {
+            for (PathItem item : items) {
+                String uri = item.getName();
+
+                // skip folders
+                if (uri.endsWith("/")) {
+                    continue;
+                }
+
+                // No filter, add file
+                if (predicate.test(matchers, uri)) {
+                    filesOnly.add(item);
+                }
+            }
+        }
+
+        /**
+         * Validate external dataset properties
+         *
+         * @param configuration properties
+         * @throws CompilationException Compilation exception
+         */
+        public static void validateAzureBlobProperties(Map<String, String> configuration, SourceLocation srcLoc,
+                IWarningCollector collector, IApplicationContext appCtx) throws CompilationException {
+
+            // check if the format property is present
+            if (configuration.get(ExternalDataConstants.KEY_FORMAT) == null) {
+                throw new CompilationException(ErrorCode.PARAMETERS_REQUIRED, srcLoc, ExternalDataConstants.KEY_FORMAT);
+            }
+
+            validateIncludeExclude(configuration);
+
+            // Check if the bucket is present
+            BlobServiceClient blobServiceClient;
+            try {
+                String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+                blobServiceClient = buildAzureBlobClient(appCtx, configuration);
+                BlobContainerClient blobContainer = blobServiceClient.getBlobContainerClient(container);
+
+                // Get all objects in a container and extract the paths to files
+                ListBlobsOptions listBlobsOptions = new ListBlobsOptions();
+                listBlobsOptions.setPrefix(getPrefix(configuration));
+                Iterable<BlobItem> blobItems = blobContainer.listBlobs(listBlobsOptions, null);
+
+                if (!blobItems.iterator().hasNext() && collector.shouldWarn()) {
+                    Warning warning = Warning.of(srcLoc, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+                    collector.warn(warning);
+                }
+            } catch (CompilationException ex) {
+                throw ex;
+            } catch (Exception ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        }
+
+        /**
+         * Validate external dataset properties
+         *
+         * @param configuration properties
+         * @throws CompilationException Compilation exception
+         */
+        public static void validateAzureDataLakeProperties(Map<String, String> configuration, SourceLocation srcLoc,
+                IWarningCollector collector, IApplicationContext appCtx) throws CompilationException {
+
+            // check if the format property is present
+            if (configuration.get(ExternalDataConstants.KEY_FORMAT) == null) {
+                throw new CompilationException(ErrorCode.PARAMETERS_REQUIRED, srcLoc, ExternalDataConstants.KEY_FORMAT);
+            }
+
+            validateIncludeExclude(configuration);
+
+            // Check if the bucket is present
+            DataLakeServiceClient dataLakeServiceClient;
+            try {
+                String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+                dataLakeServiceClient = buildAzureDatalakeClient(appCtx, configuration);
+                DataLakeFileSystemClient fileSystemClient = dataLakeServiceClient.getFileSystemClient(container);
+
+                // Get all objects in a container and extract the paths to files
+                ListPathsOptions listPathsOptions = new ListPathsOptions();
+                listPathsOptions.setPath(getPrefix(configuration));
+                Iterable<PathItem> blobItems = fileSystemClient.listPaths(listPathsOptions, null);
+
+                if (!blobItems.iterator().hasNext() && collector.shouldWarn()) {
+                    Warning warning = Warning.of(srcLoc, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
+                    collector.warn(warning);
+                }
+            } catch (CompilationException ex) {
+                throw ex;
+            } catch (Exception ex) {
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+            }
+        }
+
+        /**
+         * Builds the Azure Blob storage client using the provided configuration
+         *
+         * @param configuration properties
+         * @see <a href="https://docs.microsoft.com/en-us/azure/databricks/data/data-sources/azure/azure-storage">Azure
+         * Blob storage</a>
+         */
+        public static void configureAzureHdfsJobConf(JobConf conf, Map<String, String> configuration, String endPoint) {
+            String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
+            String accountKey = configuration.get(ACCOUNT_KEY_FIELD_NAME);
+            String sharedAccessSignature = configuration.get(SHARED_ACCESS_SIGNATURE_FIELD_NAME);
+
+            //Disable caching S3 FileSystem
+            HDFSUtils.disableHadoopFileSystemCache(conf, HADOOP_AZURE_BLOB_PROTOCOL);
+
+            //Key for Hadoop configuration
+            StringBuilder hadoopKey = new StringBuilder();
+            //Value for Hadoop configuration
+            String hadoopValue;
+            if (accountKey != null || sharedAccessSignature != null) {
+                if (accountKey != null) {
+                    hadoopKey.append(HADOOP_AZURE_FS_ACCOUNT_KEY).append('.');
+                    //Set only the AccountKey
+                    hadoopValue = accountKey;
+                } else {
+                    //Use SAS for Hadoop FS as connectionString is provided
+                    hadoopKey.append(HADOOP_AZURE_FS_SAS).append('.');
+                    //Setting the container is required for SAS
+                    hadoopKey.append(container).append('.');
+                    //Set the connection string for SAS
+                    hadoopValue = sharedAccessSignature;
+                }
+                //Set the endPoint, which includes the AccountName
+                hadoopKey.append(endPoint);
+                //Tells Hadoop we are reading from Blob Storage
+                conf.set(hadoopKey.toString(), hadoopValue);
+            }
+        }
+    }
+
+    public static class GCS {
+        private GCS() {
+            throw new AssertionError("do not instantiate");
+
+        }
+
+        //TODO(htowaileb): Add validation step similar to other externals, which also checks if empty bucket
+        //upon creating the external dataset
+
+        /**
+         * Builds the client using the provided configuration
+         *
+         * @param configuration properties
+         * @return clientasterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/ExternalDataUtils.java
+         * @throws CompilationException CompilationException
+         */
+        public static Storage buildClient(Map<String, String> configuration) throws CompilationException {
+            String jsonCredentials = configuration.get(JSON_CREDENTIALS_FIELD_NAME);
+
+            StorageOptions.Builder builder = StorageOptions.newBuilder();
+
+            // Use credentials if available
+            if (jsonCredentials != null) {
+                try (InputStream credentialsStream = new ByteArrayInputStream(jsonCredentials.getBytes())) {
+                    builder.setCredentials(ServiceAccountCredentials.fromStream(credentialsStream));
+                } catch (IOException ex) {
+                    throw new CompilationException(EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
+                }
+            }
+
+            return builder.build().getService();
+        }
+
+        /**
          * Validate external dataset properties
          *
          * @param configuration properties
@@ -976,28 +1868,29 @@
                 throw new CompilationException(ErrorCode.PARAMETERS_REQUIRED, srcLoc, ExternalDataConstants.KEY_FORMAT);
             }
 
+            // parquet is not supported for google cloud storage
+            if (isParquetFormat(configuration)) {
+                throw new CompilationException(INVALID_REQ_PARAM_VAL, srcLoc, KEY_FORMAT,
+                        configuration.get(KEY_FORMAT));
+            }
+
             validateIncludeExclude(configuration);
+            String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
 
-            // Check if the bucket is present
-            BlobServiceClient blobServiceClient;
             try {
-                String container = configuration.get(ExternalDataConstants.CONTAINER_NAME_FIELD_NAME);
-                blobServiceClient = buildAzureClient(configuration);
-                BlobContainerClient blobContainer = blobServiceClient.getBlobContainerClient(container);
+                BlobListOption limitOption = BlobListOption.pageSize(1);
+                BlobListOption prefixOption = BlobListOption.prefix(getPrefix(configuration));
+                Storage storage = buildClient(configuration);
+                Page<Blob> items = storage.list(container, limitOption, prefixOption);
 
-                // Get all objects in a container and extract the paths to files
-                ListBlobsOptions listBlobsOptions = new ListBlobsOptions();
-                listBlobsOptions.setPrefix(getPrefix(configuration));
-                Iterable<BlobItem> blobItems = blobContainer.listBlobs(listBlobsOptions, null);
-
-                if (!blobItems.iterator().hasNext() && collector.shouldWarn()) {
+                if (!items.iterateAll().iterator().hasNext() && collector.shouldWarn()) {
                     Warning warning = Warning.of(srcLoc, ErrorCode.EXTERNAL_SOURCE_CONFIGURATION_RETURNED_NO_FILES);
                     collector.warn(warning);
                 }
             } catch (CompilationException ex) {
                 throw ex;
             } catch (Exception ex) {
-                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, ex.getMessage());
+                throw new CompilationException(ErrorCode.EXTERNAL_SOURCE_ERROR, getMessageOrToString(ex));
             }
         }
     }
@@ -1017,4 +1910,8 @@
         }
         return maxArgSz;
     }
+
+    private static Optional<String> getFirstNotNull(Map<String, String> configuration, String... parameters) {
+        return Arrays.stream(parameters).filter(field -> configuration.get(field) != null).findFirst();
+    }
 }
diff --git a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/HDFSUtils.java b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/HDFSUtils.java
index 126b86f..3506216 100644
--- a/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/HDFSUtils.java
+++ b/asterixdb/asterix-external-data/src/main/java/org/apache/asterix/external/util/HDFSUtils.java
@@ -18,14 +18,18 @@
  */
 package org.apache.asterix.external.util;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
 import java.io.FileNotFoundException;
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.Base64;
 import java.util.List;
 import java.util.Map;
 
 import org.apache.asterix.common.api.IApplicationContext;
-import org.apache.asterix.common.cluster.IClusterStateManager;
 import org.apache.asterix.common.config.DatasetConfig.ExternalFilePendingOp;
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.common.exceptions.ErrorCode;
@@ -36,7 +40,11 @@
 import org.apache.asterix.external.input.record.reader.hdfs.parquet.MapredParquetInputFormat;
 import org.apache.asterix.external.input.record.reader.hdfs.parquet.ParquetReadSupport;
 import org.apache.asterix.external.input.stream.HDFSInputStream;
-import org.apache.asterix.hivecompat.io.RCFileInputFormat;
+import org.apache.asterix.external.util.ExternalDataConstants.ParquetOptions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
+import org.apache.asterix.runtime.projection.FunctionCallInformation;
+import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.fs.BlockLocation;
 import org.apache.hadoop.fs.FileStatus;
 import org.apache.hadoop.fs.FileSystem;
@@ -52,6 +60,9 @@
 import org.apache.hyracks.api.context.ICCContext;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.api.network.INetworkSecurityManager;
 import org.apache.hyracks.hdfs.scheduler.Scheduler;
 import org.apache.parquet.hadoop.ParquetInputFormat;
 
@@ -62,10 +73,12 @@
 
     public static Scheduler initializeHDFSScheduler(ICCServiceContext serviceCtx) throws HyracksDataException {
         ICCContext ccContext = serviceCtx.getCCContext();
+        INetworkSecurityManager networkSecurityManager = serviceCtx.getControllerService().getNetworkSecurityManager();
         Scheduler scheduler = null;
         try {
             scheduler = new Scheduler(ccContext.getClusterControllerInfo().getClientNetAddress(),
-                    ccContext.getClusterControllerInfo().getClientNetPort());
+                    ccContext.getClusterControllerInfo().getClientNetPort(),
+                    networkSecurityManager.getSocketChannelFactory());
         } catch (HyracksException e) {
             throw new RuntimeDataException(ErrorCode.UTIL_HDFS_UTILS_CANNOT_OBTAIN_HDFS_SCHEDULER);
         }
@@ -171,8 +184,6 @@
                 return ExternalDataConstants.CLASS_NAME_TEXT_INPUT_FORMAT;
             case ExternalDataConstants.INPUT_FORMAT_SEQUENCE:
                 return ExternalDataConstants.CLASS_NAME_SEQUENCE_INPUT_FORMAT;
-            case ExternalDataConstants.INPUT_FORMAT_RC:
-                return ExternalDataConstants.CLASS_NAME_RC_INPUT_FORMAT;
             case ExternalDataConstants.INPUT_FORMAT_PARQUET:
                 return ExternalDataConstants.CLASS_NAME_PARQUET_INPUT_FORMAT;
             default:
@@ -187,8 +198,6 @@
                 return TextInputFormat.class;
             case ExternalDataConstants.INPUT_FORMAT_SEQUENCE:
                 return SequenceFileInputFormat.class;
-            case ExternalDataConstants.INPUT_FORMAT_RC:
-                return RCFileInputFormat.class;
             case ExternalDataConstants.INPUT_FORMAT_PARQUET:
                 return MapredParquetInputFormat.class;
             default:
@@ -200,7 +209,7 @@
         JobConf conf = new JobConf();
         String localShortCircuitSocketPath = configuration.get(ExternalDataConstants.KEY_LOCAL_SOCKET_PATH);
         String formatClassName = HDFSUtils.getInputFormatClassName(configuration);
-        final String url = configuration.get(ExternalDataConstants.KEY_HDFS_URL);
+        String url = configuration.get(ExternalDataConstants.KEY_HDFS_URL);
 
         //Allow hdfs adapter to read from local-files. However, this only works in a single-node configuration.
         if (url != null && url.trim().startsWith("hdfs")) {
@@ -219,33 +228,47 @@
         }
 
         if (ExternalDataConstants.CLASS_NAME_PARQUET_INPUT_FORMAT.equals(formatClassName)) {
-            //Parquet configurations
-            conf.set(ParquetInputFormat.READ_SUPPORT_CLASS, ParquetReadSupport.class.getName());
-            //Set the requested fields. Default * which means all fields
-            final String requestedFields = configuration.get(ExternalDataConstants.KEY_REQUESTED_FIELDS);
-            conf.set(ExternalDataConstants.KEY_REQUESTED_FIELDS, requestedFields != null ? requestedFields : "*");
+            configureParquet(configuration, conf);
         }
 
         return conf;
     }
 
+    private static void configureParquet(Map<String, String> configuration, JobConf conf) {
+        //Parquet configurations
+        conf.set(ParquetInputFormat.READ_SUPPORT_CLASS, ParquetReadSupport.class.getName());
+
+        //Get requested values
+        String requestedValues = configuration.get(ExternalDataConstants.KEY_REQUESTED_FIELDS);
+        if (requestedValues == null) {
+            //No value is requested, return the entire record
+            requestedValues = DataProjectionInfo.ALL_FIELDS_TYPE.getTypeName();
+        } else {
+            //Subset of the values were requested, set the functionCallInformation
+            conf.set(ExternalDataConstants.KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION,
+                    configuration.get(ExternalDataConstants.KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION));
+        }
+        conf.set(ExternalDataConstants.KEY_REQUESTED_FIELDS, requestedValues);
+
+        //Parse JSON string as ADM?
+        conf.set(ParquetOptions.HADOOP_PARSE_JSON_STRING,
+                configuration.getOrDefault(ParquetOptions.PARSE_JSON_STRING, ExternalDataConstants.TRUE));
+
+        //Rebase and parse decimal as double?
+        conf.set(ParquetOptions.HADOOP_DECIMAL_TO_DOUBLE,
+                configuration.getOrDefault(ParquetOptions.DECIMAL_TO_DOUBLE, ExternalDataConstants.FALSE));
+        //Re-adjust the time zone for UTC-adjusted values
+        conf.set(ParquetOptions.HADOOP_TIMEZONE, configuration.getOrDefault(ParquetOptions.TIMEZONE, ""));
+
+    }
+
     public static AlgebricksAbsolutePartitionConstraint getPartitionConstraints(IApplicationContext appCtx,
             AlgebricksAbsolutePartitionConstraint clusterLocations) {
         if (clusterLocations == null) {
-            IClusterStateManager clusterStateManager = ((ICcApplicationContext) appCtx).getClusterStateManager();
-            ArrayList<String> locs = new ArrayList<>();
-            Map<String, String[]> stores = appCtx.getMetadataProperties().getStores();
-            for (String node : stores.keySet()) {
-                int numIODevices = clusterStateManager.getIODevices(node).length;
-                for (int k = 0; k < numIODevices; k++) {
-                    locs.add(node);
-                }
-            }
-            String[] cluster = new String[locs.size()];
-            cluster = locs.toArray(cluster);
-            return new AlgebricksAbsolutePartitionConstraint(cluster);
+            return ((ICcApplicationContext) appCtx).getClusterStateManager().getClusterLocations();
         }
         return clusterLocations;
+
     }
 
     public static RecordIdType getRecordIdType(Map<String, String> configuration) {
@@ -254,10 +277,102 @@
             case ExternalDataConstants.INPUT_FORMAT_TEXT:
             case ExternalDataConstants.INPUT_FORMAT_SEQUENCE:
                 return RecordIdType.OFFSET;
-            case ExternalDataConstants.INPUT_FORMAT_RC:
-                return RecordIdType.RC;
             default:
                 return null;
         }
     }
+
+    public static ARecordType getExpectedType(Configuration configuration) throws IOException {
+        String encoded = configuration.get(ExternalDataConstants.KEY_REQUESTED_FIELDS, "");
+        if (encoded.isEmpty() || encoded.equals(DataProjectionInfo.ALL_FIELDS_TYPE.getTypeName())) {
+            //By default, return the entire records
+            return DataProjectionInfo.ALL_FIELDS_TYPE;
+        } else if (encoded.equals(DataProjectionInfo.EMPTY_TYPE.getTypeName())) {
+            //No fields were requested
+            return DataProjectionInfo.EMPTY_TYPE;
+        }
+        //A subset of the fields was requested
+        Base64.Decoder decoder = Base64.getDecoder();
+        byte[] typeBytes = decoder.decode(encoded);
+        DataInputStream dataInputStream = new DataInputStream(new ByteArrayInputStream(typeBytes));
+        return DataProjectionInfo.createTypeField(dataInputStream);
+    }
+
+    public static void setFunctionCallInformationMap(Map<String, FunctionCallInformation> funcCallInfoMap,
+            Configuration conf) throws IOException {
+        String stringFunctionCallInfoMap = ExternalDataUtils.serializeFunctionCallInfoToString(funcCallInfoMap);
+        conf.set(ExternalDataConstants.KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION, stringFunctionCallInfoMap);
+    }
+
+    public static Map<String, FunctionCallInformation> getFunctionCallInformationMap(Configuration conf)
+            throws IOException {
+        String encoded = conf.get(ExternalDataConstants.KEY_HADOOP_ASTERIX_FUNCTION_CALL_INFORMATION, "");
+        if (!encoded.isEmpty()) {
+            Base64.Decoder decoder = Base64.getDecoder();
+            byte[] functionCallInfoMapBytes = decoder.decode(encoded);
+            DataInputStream dataInputStream = new DataInputStream(new ByteArrayInputStream(functionCallInfoMapBytes));
+            return DataProjectionInfo.createFunctionCallInformationMap(dataInputStream);
+        }
+        return null;
+    }
+
+    public static void setWarnings(List<Warning> warnings, Configuration conf) throws IOException {
+        ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
+        DataOutputStream dataOutputStream = new DataOutputStream(byteArrayOutputStream);
+
+        StringBuilder stringBuilder = new StringBuilder();
+        Base64.Encoder encoder = Base64.getEncoder();
+        for (int i = 0; i < warnings.size(); i++) {
+            Warning warning = warnings.get(i);
+            warning.writeFields(dataOutputStream);
+            stringBuilder.append(encoder.encodeToString(byteArrayOutputStream.toByteArray()));
+            //Warnings are separated by ','
+            stringBuilder.append(',');
+            byteArrayOutputStream.reset();
+        }
+        conf.set(ExternalDataConstants.KEY_HADOOP_ASTERIX_WARNINGS_LIST, stringBuilder.toString());
+    }
+
+    public static void issueWarnings(IWarningCollector warningCollector, Configuration conf) throws IOException {
+        String warnings = conf.get(ExternalDataConstants.KEY_HADOOP_ASTERIX_WARNINGS_LIST, "");
+        if (!warnings.isEmpty()) {
+            String[] encodedWarnings = warnings.split(",");
+            Base64.Decoder decoder = Base64.getDecoder();
+            for (int i = 0; i < encodedWarnings.length; i++) {
+                /*
+                 * This should create a small number of objects as warnings are reported only once by AsterixDB's
+                 * hadoop readers
+                 */
+                byte[] warningBytes = decoder.decode(encodedWarnings[i]);
+                DataInputStream dataInputStream = new DataInputStream(new ByteArrayInputStream(warningBytes));
+                if (warningCollector.shouldWarn()) {
+                    warningCollector.warn(Warning.create(dataInputStream));
+                }
+            }
+            //Remove reported warnings
+            conf.unset(ExternalDataConstants.KEY_HADOOP_ASTERIX_WARNINGS_LIST);
+        }
+    }
+
+    /**
+     * Hadoop can cache FileSystem instance if reading the same file. This method allows for disabling the cache
+     *
+     * @param conf     Hadoop configuration
+     * @param protocol fs scheme (or protocol). e.g., s3a
+     */
+    public static void disableHadoopFileSystemCache(Configuration conf, String protocol) {
+        //Disable fs cache
+        conf.set(String.format(ExternalDataConstants.KEY_HADOOP_DISABLE_FS_CACHE_TEMPLATE, protocol),
+                ExternalDataConstants.TRUE);
+    }
+
+    /**
+     * Check whether the provided path is empty
+     *
+     * @param job Hadoop Configuration
+     * @return <code>true</code> if the path is empty, <code>false</code> otherwise
+     */
+    public static boolean isEmpty(JobConf job) {
+        return job.get(ExternalDataConstants.KEY_HADOOP_INPUT_DIR, "").isEmpty();
+    }
 }
diff --git a/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IDataParserFactory b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IDataParserFactory
index 7c2daed..95cfd13 100644
--- a/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IDataParserFactory
+++ b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IDataParserFactory
@@ -18,7 +18,6 @@
 org.apache.asterix.external.parser.factory.ADMDataParserFactory
 org.apache.asterix.external.parser.factory.JSONDataParserFactory
 org.apache.asterix.external.parser.factory.DelimitedDataParserFactory
-org.apache.asterix.external.parser.factory.HiveDataParserFactory
 org.apache.asterix.external.parser.factory.RecordWithMetadataParserFactory
 org.apache.asterix.external.parser.factory.RSSParserFactory
 org.apache.asterix.external.parser.factory.TweetParserFactory
diff --git a/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IRecordReaderFactory b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IRecordReaderFactory
index d66c44e..dceed82 100644
--- a/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IRecordReaderFactory
+++ b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.external.api.IRecordReaderFactory
@@ -21,4 +21,9 @@
 org.apache.asterix.external.input.record.reader.stream.StreamRecordReaderFactory
 org.apache.asterix.external.input.record.reader.http.HttpServerRecordReaderFactory
 org.apache.asterix.external.input.record.reader.aws.AwsS3ReaderFactory
-org.apache.asterix.external.input.record.reader.azure.AzureBlobReaderFactory
+org.apache.asterix.external.input.record.reader.aws.parquet.AwsS3ParquetReaderFactory
+org.apache.asterix.external.input.record.reader.gcs.GCSReaderFactory
+org.apache.asterix.external.input.record.reader.azure.blob.AzureBlobReaderFactory
+org.apache.asterix.external.input.record.reader.azure.datalake.AzureDataLakeReaderFactory
+org.apache.asterix.external.input.record.reader.azure.parquet.AzureBlobParquetReaderFactory
+org.apache.asterix.external.input.record.reader.azure.parquet.AzureDataLakeParquetReaderFactory
\ No newline at end of file
diff --git a/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.om.functions.IFunctionRegistrant b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.om.functions.IFunctionRegistrant
new file mode 100644
index 0000000..c3423da
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/main/resources/META-INF/services/org.apache.asterix.om.functions.IFunctionRegistrant
@@ -0,0 +1,20 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+org.apache.asterix.external.parser.evaluators.RuntimeParserFunctionRegistrant
\ No newline at end of file
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/LosslessADMJSONDataParserTest.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/LosslessADMJSONDataParserTest.java
new file mode 100644
index 0000000..e457ea2
--- /dev/null
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/LosslessADMJSONDataParserTest.java
@@ -0,0 +1,287 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.external.parser.test;
+
+import static org.apache.asterix.om.types.AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE;
+
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.PrintStream;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AObjectSerializerDeserializer;
+import org.apache.asterix.external.parser.LosslessADMJSONDataParser;
+import org.apache.asterix.formats.nontagged.LosslessADMJSONPrinterFactoryProvider;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ABinary;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.ACircle;
+import org.apache.asterix.om.base.ADate;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.ADayTimeDuration;
+import org.apache.asterix.om.base.ADouble;
+import org.apache.asterix.om.base.ADuration;
+import org.apache.asterix.om.base.AFloat;
+import org.apache.asterix.om.base.AInt16;
+import org.apache.asterix.om.base.AInt32;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AInt8;
+import org.apache.asterix.om.base.ALine;
+import org.apache.asterix.om.base.AMissing;
+import org.apache.asterix.om.base.AMutableUUID;
+import org.apache.asterix.om.base.ANull;
+import org.apache.asterix.om.base.AOrderedList;
+import org.apache.asterix.om.base.APoint;
+import org.apache.asterix.om.base.APoint3D;
+import org.apache.asterix.om.base.APolygon;
+import org.apache.asterix.om.base.ARecord;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.base.AUUID;
+import org.apache.asterix.om.base.AUnorderedList;
+import org.apache.asterix.om.base.AYearMonthDuration;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnorderedListType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleInputStream;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+
+import com.fasterxml.jackson.core.JsonFactory;
+
+@RunWith(Parameterized.class)
+public class LosslessADMJSONDataParserTest {
+
+    static final IAObject[] PRIMITIVE_VALUES = new IAObject[] {
+            //
+            AMissing.MISSING,
+            //
+            ANull.NULL,
+            //
+            ABoolean.TRUE,
+            //
+            ABoolean.FALSE,
+            //
+            new AInt8((byte) 8),
+            //
+            new AInt8((byte) -8),
+            //
+            new AInt16((short) 16),
+            //
+            new AInt16((short) -16),
+            //
+            new AInt32((short) 32),
+            //
+            new AInt32((short) -32),
+            //
+            new AInt64(64),
+            //
+            new AInt64(-64),
+            //
+            new AFloat(1.5f),
+            //
+            new AFloat(-1.5f),
+            //
+            new AFloat(Float.POSITIVE_INFINITY),
+            //
+            new AFloat(Float.NEGATIVE_INFINITY),
+            //
+            new AFloat(Float.NaN),
+            //
+            new ADouble(1.5d),
+            //
+            new ADouble(-1.5d),
+            //
+            new ADouble(Double.POSITIVE_INFINITY),
+            //
+            new ADouble(Double.NEGATIVE_INFINITY),
+            //
+            new ADouble(Double.NaN),
+            //
+            new AString(""),
+            //
+            new AString(" "),
+            //
+            new AString(":"),
+            //
+            new AString("hello"),
+            //
+            new ADate(2),
+            //
+            new ATime((int) TimeUnit.HOURS.toMillis(3)),
+            //
+            new ADateTime(TimeUnit.DAYS.toMillis(4)),
+            //
+            new AYearMonthDuration(2),
+            //
+            new ADayTimeDuration((int) TimeUnit.HOURS.toMillis(3)),
+            //
+            new ADuration(4, (int) TimeUnit.HOURS.toMillis(5)),
+            //
+            new ABinary(new byte[] {}),
+            //
+            new ABinary(new byte[] { 1, 2, 3, 4 }),
+            //
+            createUUID(UUID.randomUUID()),
+            //
+            new APoint(1.5, -2.5),
+            //
+            new APoint3D(-1.5, 2.5, 3.5),
+            //
+            new ACircle(new APoint(1.5, -2.5), 3.5),
+            //
+            new ALine(new APoint(-1.5, -2.5), new APoint(3.5, 4.5)),
+            //
+            new ARectangle(new APoint(-1.5, -2.5), new APoint(3.5, 4.5)),
+            //
+            new APolygon(new APoint[] { new APoint(-1.5, -2.5), new APoint(-1.5, 2.5), new APoint(1.5, 2.5),
+                    new APoint(1.5, -2.5) }) };
+    private final String label;
+    private final IAObject inValue;
+    private final IAObject expectedOutValue;
+
+    public LosslessADMJSONDataParserTest(String label, IAObject inValue, IAObject expectedOutValue) {
+        this.label = label;
+        this.inValue = Objects.requireNonNull(inValue);
+        this.expectedOutValue = expectedOutValue == null ? inValue : expectedOutValue;
+    }
+
+    @Parameterized.Parameters(name = "LosslessADMJSONDataParserTest {index}: {0}")
+    public static Collection<Object[]> tests() throws Exception {
+        List<Object[]> tests = new ArrayList<>();
+        testsForPrimitives(tests);
+        testsForArrays(tests);
+        testsForObjects(tests);
+        return tests;
+    }
+
+    private static void testsForPrimitives(List<Object[]> outTests) {
+        for (IAObject v : PRIMITIVE_VALUES) {
+            outTests.add(testcase(v));
+        }
+    }
+
+    private static void testsForArrays(List<Object[]> outTests) {
+        for (IAObject v1 : PRIMITIVE_VALUES) {
+            for (IAObject v2 : PRIMITIVE_VALUES) {
+                // array of primitives
+                AOrderedList ol1 = new AOrderedList(FULL_OPEN_ORDEREDLIST_TYPE, Arrays.asList(v1, v2));
+                outTests.add(testcase(ol1));
+                // multiset of primitives (printed as array)
+                AUnorderedList ul1 =
+                        new AUnorderedList(AUnorderedListType.FULLY_OPEN_UNORDEREDLIST_TYPE, Arrays.asList(v1, v2));
+                outTests.add(testcase(ul1, ol1));
+                // array of arrays
+                AOrderedList ol2 = new AOrderedList(FULL_OPEN_ORDEREDLIST_TYPE, Arrays.asList(v2, v1));
+                AOrderedList ol3 = new AOrderedList(FULL_OPEN_ORDEREDLIST_TYPE, Arrays.asList(ol1, ol2));
+                outTests.add(testcase(ol3));
+            }
+        }
+    }
+
+    private static void testsForObjects(List<Object[]> outTests) {
+        // flat
+        List<String> fieldNames = new ArrayList<>();
+        List<IAType> fieldTypes = new ArrayList<>();
+        List<IAObject> fieldValues = new ArrayList<>();
+        for (IAObject v : PRIMITIVE_VALUES) {
+            if (v.getType().getTypeTag() != ATypeTag.BIGINT) {
+                continue;
+            }
+            fieldNames.add("f" + fieldNames.size());
+            fieldTypes.add(v.getType());
+            fieldValues.add(v);
+        }
+        ARecordType rt0 =
+                new ARecordType("rt0", fieldNames.toArray(new String[0]), fieldTypes.toArray(new IAType[0]), true);
+        ARecord r0 = new ARecord(rt0, fieldValues.toArray(new IAObject[0]));
+        outTests.add(testcase(r0));
+
+        // nested
+        ARecordType rt1 = new ARecordType("rt1", new String[] { "n1", "n2" }, new IAType[] { rt0, rt0 }, true);
+        ARecord r1 = new ARecord(rt1, new IAObject[] { r0, r0 });
+        outTests.add(testcase(r1));
+    }
+
+    private static Object[] testcase(IAObject v) {
+        return testcase(v, v);
+    }
+
+    private static Object[] testcase(IAObject v, IAObject expectedOutValue) {
+        return new Object[] { String.format("%s(%s)", v.getType().getTypeName(), v), v, expectedOutValue };
+    }
+
+    private static AUUID createUUID(UUID uuid) {
+        try {
+            AMutableUUID m = new AMutableUUID();
+            char[] text = uuid.toString().toCharArray();
+            m.parseUUIDString(text, 0, text.length);
+            return m;
+        } catch (HyracksDataException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Test
+    @SuppressWarnings("unchecked")
+    public void test() throws Exception {
+        ByteArrayAccessibleOutputStream baosInSer = new ByteArrayAccessibleOutputStream();
+        ISerializerDeserializer serde =
+                SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(inValue.getType());
+        serde.serialize(inValue, new DataOutputStream(baosInSer));
+
+        ByteArrayAccessibleOutputStream baosPrint = new ByteArrayAccessibleOutputStream();
+        IPrinter printer =
+                LosslessADMJSONPrinterFactoryProvider.INSTANCE.getPrinterFactory(inValue.getType()).createPrinter();
+        printer.print(baosInSer.getByteArray(), 0, baosInSer.getLength(),
+                new PrintStream(baosPrint, true, StandardCharsets.UTF_8));
+
+        ByteArrayAccessibleOutputStream baosParse = new ByteArrayAccessibleOutputStream();
+        LosslessADMJSONDataParser lp = new LosslessADMJSONDataParser(new JsonFactory());
+        lp.setInputStream(new ByteArrayAccessibleInputStream(baosPrint.getByteArray(), 0, baosPrint.getLength()));
+        lp.parseAnyValue(new DataOutputStream(baosParse));
+
+        IAObject outValue = AObjectSerializerDeserializer.INSTANCE.deserialize(new DataInputStream(
+                new ByteArrayAccessibleInputStream(baosParse.getByteArray(), 0, baosParse.getLength())));
+
+        if (!expectedOutValue.deepEqual(outValue)) {
+            Assert.fail(String.format(
+                    "%s print/parse test failed. In value: %s, Expected out value: %s, Actual out value: %s, Encoded value: %s",
+                    label, inValue, expectedOutValue, outValue,
+                    new String(baosPrint.getByteArray(), 0, baosPrint.getLength(), StandardCharsets.UTF_8)));
+        }
+    }
+}
diff --git a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/ParserFactoryProviderLoadParserTest.java b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/ParserFactoryProviderLoadParserTest.java
index 26cefa8..7624605 100644
--- a/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/ParserFactoryProviderLoadParserTest.java
+++ b/asterixdb/asterix-external-data/src/test/java/org/apache/asterix/external/parser/test/ParserFactoryProviderLoadParserTest.java
@@ -22,7 +22,6 @@
 import org.apache.asterix.external.api.IDataParserFactory;
 import org.apache.asterix.external.parser.factory.ADMDataParserFactory;
 import org.apache.asterix.external.parser.factory.DelimitedDataParserFactory;
-import org.apache.asterix.external.parser.factory.HiveDataParserFactory;
 import org.apache.asterix.external.parser.factory.RSSParserFactory;
 import org.apache.asterix.external.parser.factory.TweetParserFactory;
 import org.apache.asterix.external.provider.ParserFactoryProvider;
@@ -42,8 +41,6 @@
         result = result && factory instanceof ADMDataParserFactory;
         factory = ParserFactoryProvider.getDataParserFactory("rss");
         result = result && factory instanceof RSSParserFactory;
-        factory = ParserFactoryProvider.getDataParserFactory("hive");
-        result = result && factory instanceof HiveDataParserFactory;
         factory = ParserFactoryProvider.getDataParserFactory("twitter-status");
         result = result && factory instanceof TweetParserFactory;
         Assert.assertTrue(result);
diff --git a/asterixdb/asterix-fuzzyjoin/pom.xml b/asterixdb/asterix-fuzzyjoin/pom.xml
index 5d8884a..65ffa19 100644
--- a/asterixdb/asterix-fuzzyjoin/pom.xml
+++ b/asterixdb/asterix-fuzzyjoin/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-fuzzyjoin</artifactId>
 
@@ -125,6 +125,10 @@
       <groupId>org.apache.hyracks</groupId>
       <artifactId>hyracks-dataflow-common</artifactId>
     </dependency>
+    <dependency>
+      <groupId>org.apache.logging.log4j</groupId>
+      <artifactId>log4j-api</artifactId>
+    </dependency>
   </dependencies>
 
 </project>
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedGramTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedGramTokensDescriptor.java
index fdf0093..2fb56c7 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedGramTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedGramTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -39,12 +38,7 @@
 public class CountHashedGramTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CountHashedGramTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CountHashedGramTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedWordTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedWordTokensDescriptor.java
index 0fac74c..c565a98 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedWordTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/CountHashedWordTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -39,12 +38,7 @@
 public class CountHashedWordTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CountHashedWordTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CountHashedWordTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceCheckDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceCheckDescriptor.java
index de5ad44..17a9ee5 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceCheckDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceCheckDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.EditDistanceCheckEvaluator;
@@ -34,12 +33,7 @@
 public class EditDistanceCheckDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EditDistanceCheckDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EditDistanceCheckDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceContainsDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceContainsDescriptor.java
index e721a9a..8ad81a9 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceContainsDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceContainsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.EditDistanceContainsEvaluator;
@@ -34,12 +33,7 @@
 public class EditDistanceContainsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EditDistanceContainsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EditDistanceContainsDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceDescriptor.java
index 1edb205..9bd03ea 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.EditDistanceEvaluator;
@@ -34,12 +33,7 @@
 public class EditDistanceDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EditDistanceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EditDistanceDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceListIsFilterableDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceListIsFilterableDescriptor.java
index cbba298..2c692ca 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceListIsFilterableDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceListIsFilterableDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -60,12 +59,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EditDistanceListIsFilterableDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EditDistanceListIsFilterableDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceStringIsFilterableDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceStringIsFilterableDescriptor.java
index 8cacde0..3915405 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceStringIsFilterableDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/EditDistanceStringIsFilterableDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -42,12 +41,7 @@
 public class EditDistanceStringIsFilterableDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EditDistanceStringIsFilterableDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EditDistanceStringIsFilterableDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/GramTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/GramTokensDescriptor.java
index 9145dcc..47fd5e3 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/GramTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/GramTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -38,12 +37,7 @@
 public class GramTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GramTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GramTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedGramTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedGramTokensDescriptor.java
index 91af6f0..6504ead 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedGramTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedGramTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -38,12 +37,7 @@
 public class HashedGramTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new HashedGramTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = HashedGramTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedWordTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedWordTokensDescriptor.java
index 9e7ecaf..874a359 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedWordTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/HashedWordTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -39,12 +38,7 @@
 public class HashedWordTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new HashedWordTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = HashedWordTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenDescriptor.java
index da331b0..5c67d09 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.fuzzyjoin.similarity.SimilarityFilters;
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AMutableInt32;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,12 +50,7 @@
     private static final long serialVersionUID = 1L;
     private final static FunctionIdentifier FID =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "prefix-len@3", 3);
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrefixLenDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = PrefixLenDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenJaccardDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenJaccardDescriptor.java
index 25942f8..62cc43d 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenJaccardDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/PrefixLenJaccardDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AMutableInt32;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,12 +49,7 @@
 public class PrefixLenJaccardDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrefixLenJaccardDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = PrefixLenJaccardDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityDescriptor.java
index 78d0507..95fd5bf 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityDescriptor.java
@@ -32,7 +32,6 @@
 import org.apache.asterix.fuzzyjoin.similarity.SimilarityMetric;
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AMutableDouble;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -56,12 +55,7 @@
     private static final long serialVersionUID = 1L;
     private final static FunctionIdentifier FID =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "similarity@7", 7);
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardCheckDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardCheckDescriptor.java
index 167d34e..3393fcf 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardCheckDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardCheckDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.SimilarityJaccardCheckEvaluator;
@@ -34,12 +33,7 @@
 public class SimilarityJaccardCheckDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardCheckDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardCheckDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardDescriptor.java
index dff0d22..9c3fbb1 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.SimilarityJaccardEvaluator;
@@ -34,12 +33,7 @@
 public class SimilarityJaccardDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixCheckDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixCheckDescriptor.java
index e0599d6..a7e357f 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixCheckDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixCheckDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AFloat;
 import org.apache.asterix.om.base.AMutableFloat;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.BuiltinType;
@@ -44,12 +43,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardPrefixCheckDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardPrefixCheckDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixDescriptor.java
index a3efd7c..7aa68ab 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardPrefixDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.SimilarityJaccardPrefixEvaluator;
@@ -32,12 +31,7 @@
 public class SimilarityJaccardPrefixDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardPrefixDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardPrefixDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedCheckDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedCheckDescriptor.java
index b33fc18..f8731fc 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedCheckDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedCheckDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.SimilarityJaccardSortedCheckEvaluator;
@@ -35,12 +34,7 @@
 public class SimilarityJaccardSortedCheckDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardSortedCheckDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardSortedCheckDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedDescriptor.java
index 71e747b..33e4030 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SimilarityJaccardSortedDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.SimilarityJaccardSortedEvaluator;
@@ -35,12 +34,7 @@
 public class SimilarityJaccardSortedDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SimilarityJaccardSortedDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SimilarityJaccardSortedDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
index a52c47c..5a01007 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
@@ -34,7 +34,6 @@
 import org.apache.asterix.fuzzyjoin.IntArray;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -59,12 +58,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SpatialIntersectDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SpatialIntersectDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/WordTokensDescriptor.java b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/WordTokensDescriptor.java
index 805ac9a..2d52484 100644
--- a/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/WordTokensDescriptor.java
+++ b/asterixdb/asterix-fuzzyjoin/src/main/java/org/apache/asterix/runtime/evaluators/functions/WordTokensDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -39,12 +38,7 @@
 public class WordTokensDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new WordTokensDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = WordTokensDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-geo/pom.xml b/asterixdb/asterix-geo/pom.xml
index 301d631..667db8e 100644
--- a/asterixdb/asterix-geo/pom.xml
+++ b/asterixdb/asterix-geo/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-geo</artifactId>
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/aggregates/STUnionAggregateDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/aggregates/STUnionAggregateDescriptor.java
index 9caa7ae..c9bc330 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/aggregates/STUnionAggregateDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/aggregates/STUnionAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.aggregates;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 public class STUnionAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STUnionAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STUnionAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/GeoFunctionRegistrant.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/GeoFunctionRegistrant.java
index deef79a..0e4d748 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/GeoFunctionRegistrant.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/GeoFunctionRegistrant.java
@@ -53,6 +53,8 @@
 import org.apache.asterix.geo.evaluators.functions.STIsSimpleDescriptor;
 import org.apache.asterix.geo.evaluators.functions.STLengthDescriptor;
 import org.apache.asterix.geo.evaluators.functions.STLineFromMultiPointDescriptor;
+import org.apache.asterix.geo.evaluators.functions.STMBRDescriptor;
+import org.apache.asterix.geo.evaluators.functions.STMBREnlargeDescriptor;
 import org.apache.asterix.geo.evaluators.functions.STMDescriptor;
 import org.apache.asterix.geo.evaluators.functions.STMakeEnvelopeDescriptorSRID;
 import org.apache.asterix.geo.evaluators.functions.STMakePoint3DDescriptor;
@@ -153,5 +155,7 @@
         fc.add(STIntersectionDescriptor.FACTORY);
         fc.add(STSymDifferenceDescriptor.FACTORY);
         fc.add(STPolygonizeDescriptor.FACTORY);
+        fc.add(STMBRDescriptor.FACTORY);
+        fc.add(STMBREnlargeDescriptor.FACTORY);
     }
 }
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/AbstractSTSingleGeometryDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/AbstractSTSingleGeometryDescriptor.java
index 29c2fd8..e41aebb 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/AbstractSTSingleGeometryDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/AbstractSTSingleGeometryDescriptor.java
@@ -29,6 +29,7 @@
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.base.AGeometry;
 import org.apache.asterix.om.base.AMutableInt32;
+import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -122,6 +123,9 @@
                 } else if (finalResult instanceof OGCGeometry) {
                     out.writeByte(ATypeTag.SERIALIZED_GEOMETRY_TYPE_TAG);
                     AGeometrySerializerDeserializer.INSTANCE.serialize(new AGeometry((OGCGeometry) finalResult), out);
+                } else if (finalResult instanceof ARectangle) {
+                    SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ARECTANGLE)
+                            .serialize(finalResult, out);
                 }
             } catch (IOException e) {
                 throw HyracksDataException.create(e);
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsBinaryDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsBinaryDescriptor.java
index a00e5a8..e0e43bb 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsBinaryDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsBinaryDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STAsBinaryDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STAsBinaryDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STAsBinaryDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsGeoJSONDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsGeoJSONDescriptor.java
index 30ebdcc..760261d 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsGeoJSONDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsGeoJSONDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STAsGeoJSONDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STAsGeoJSONDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STAsGeoJSONDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsTextDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsTextDescriptor.java
index d3ac964..12bdb30 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsTextDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STAsTextDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STAsTextDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STAsTextDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STAsTextDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STBoundaryDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STBoundaryDescriptor.java
index 286c9c7..9bd6ba1 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STBoundaryDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STBoundaryDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STBoundaryDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STBoundaryDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STBoundaryDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STContainsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STContainsDescriptor.java
index 0235e52..34c21bf 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STContainsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STContainsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STContainsDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STContainsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STContainsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCoordDimDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCoordDimDescriptor.java
index 5781e2b..a0c10f7 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCoordDimDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCoordDimDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STCoordDimDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STCoordDimDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STCoordDimDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCrossesDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCrossesDescriptor.java
index a2bd59e..c276e7e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCrossesDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STCrossesDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STCrossesDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STCrossesDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STCrossesDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDifferenceDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDifferenceDescriptor.java
index 48b0f9e..8a49d4b 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDifferenceDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDifferenceDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STDifferenceDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STDifferenceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STDifferenceDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDimensionDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDimensionDescriptor.java
index 6c0391b..34d7282 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDimensionDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDimensionDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STDimensionDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STDimensionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STDimensionDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDisjointDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDisjointDescriptor.java
index 01827ee..0a890b9 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDisjointDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDisjointDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STDisjointDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STDisjointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STDisjointDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDistanceDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDistanceDescriptor.java
index 997dad8..75b8b41 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDistanceDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STDistanceDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STDistanceDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STDistanceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STDistanceDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEndPointDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEndPointDescriptor.java
index 659d100..ab0ba5c 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEndPointDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEndPointDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STEndPointDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STEndPointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STEndPointDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEnvelopeDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEnvelopeDescriptor.java
index bde4f50..13555c6 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEnvelopeDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEnvelopeDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STEnvelopeDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STEnvelopeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STEnvelopeDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEqualsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEqualsDescriptor.java
index 8de5451..e0c0cf8 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEqualsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STEqualsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STEqualsDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STEqualsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STEqualsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STExteriorRingDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STExteriorRingDescriptor.java
index 3df1aa3..5888b63 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STExteriorRingDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STExteriorRingDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STExteriorRingDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STExteriorRingDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STExteriorRingDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextDescriptor.java
index e0795f1..73272ae 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextDescriptor.java
@@ -26,7 +26,6 @@
 
 import org.apache.asterix.dataflow.data.nontagged.serde.AStringSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -50,12 +49,7 @@
 
 public class STGeomFromTextDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STGeomFromTextDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STGeomFromTextDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextSRIDDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextSRIDDescriptor.java
index 04ea807..aca726e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextSRIDDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromTextSRIDDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AStringSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -51,12 +50,7 @@
 
 public class STGeomFromTextSRIDDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STGeomFromTextSRIDDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STGeomFromTextSRIDDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromWKBDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromWKBDescriptor.java
index e4f3be3..177bde4 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromWKBDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomFromWKBDescriptor.java
@@ -24,7 +24,6 @@
 import java.io.IOException;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -43,12 +42,7 @@
 
 public class STGeomFromWKBDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STGeomFromWKBDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STGeomFromWKBDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomentryTypeDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomentryTypeDescriptor.java
index 72b59f8..8a432d1 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomentryTypeDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeomentryTypeDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STGeomentryTypeDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STGeomentryTypeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STGeomentryTypeDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeometryNDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeometryNDescriptor.java
index 848241c..5d9642e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeometryNDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STGeometryNDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 
 public class STGeometryNDescriptor extends AbstractSTGeometryNDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STGeometryNDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STGeometryNDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STInteriorRingNDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STInteriorRingNDescriptor.java
index dcf2b9f..5f6d956 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STInteriorRingNDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STInteriorRingNDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 
 public class STInteriorRingNDescriptor extends AbstractSTGeometryNDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STInteriorRingNDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STInteriorRingNDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectionDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectionDescriptor.java
index 2653266..5a3d2bf 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectionDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectionDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STIntersectionDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIntersectionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIntersectionDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectsDescriptor.java
index a442975..34a1407 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIntersectsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STIntersectsDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIntersectsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIntersectsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsClosedDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsClosedDescriptor.java
index 13f86b6..ff55f9f 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsClosedDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsClosedDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -36,12 +35,7 @@
 public class STIsClosedDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIsClosedDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIsClosedDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsCollectionDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsCollectionDescriptor.java
index 1d42b74..544fdf3 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsCollectionDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsCollectionDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STIsCollectionDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIsCollectionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIsCollectionDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsEmptyDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsEmptyDescriptor.java
index 496e416..1adcb0e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsEmptyDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsEmptyDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STIsEmptyDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIsEmptyDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIsEmptyDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsRingDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsRingDescriptor.java
index 3a56197..02ea049a 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsRingDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsRingDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STIsRingDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIsRingDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIsRingDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsSimpleDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsSimpleDescriptor.java
index d905528..b8b2d63 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsSimpleDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STIsSimpleDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STIsSimpleDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STIsSimpleDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STIsSimpleDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLengthDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLengthDescriptor.java
index 91d31fc..7357813 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLengthDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLengthDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -33,12 +32,7 @@
 public class STLengthDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STLengthDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STLengthDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLineFromMultiPointDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLineFromMultiPointDescriptor.java
index df7b42c..b716b5c 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLineFromMultiPointDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STLineFromMultiPointDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -34,12 +33,7 @@
 public class STLineFromMultiPointDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STLineFromMultiPointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STLineFromMultiPointDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBRDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBRDescriptor.java
new file mode 100644
index 0000000..55e358c
--- /dev/null
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBRDescriptor.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.geo.evaluators.functions;
+
+import org.apache.asterix.om.base.AMutablePoint;
+import org.apache.asterix.om.base.AMutableRectangle;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+import com.esri.core.geometry.Envelope;
+import com.esri.core.geometry.ogc.OGCGeometry;
+
+public class STMBRDescriptor extends AbstractSTSingleGeometryDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new STMBRDescriptor();
+        }
+    };
+
+    @Override
+    protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
+
+        AMutableRectangle aRectangle = new AMutableRectangle(null, null);
+        AMutablePoint[] aPoint = { new AMutablePoint(0, 0), new AMutablePoint(0, 0) };
+        Envelope env = new Envelope();
+        geometry.getEsriGeometry().queryEnvelope(env);
+        aPoint[0].setValue(env.getXMin(), env.getYMin());
+        aPoint[1].setValue(env.getXMax(), env.getYMax());
+        aRectangle.setValue(aPoint[0], aPoint[1]);
+        return aRectangle;
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.ST_MBR;
+    }
+
+}
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBREnlargeDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBREnlargeDescriptor.java
new file mode 100644
index 0000000..b3bfb33
--- /dev/null
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMBREnlargeDescriptor.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.geo.evaluators.functions;
+
+import java.io.DataInputStream;
+import java.io.DataOutput;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AGeometrySerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutablePoint;
+import org.apache.asterix.om.base.AMutableRectangle;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleInputStream;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+import com.esri.core.geometry.Envelope;
+import com.esri.core.geometry.ogc.OGCGeometry;
+
+public class STMBREnlargeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new STMBREnlargeDescriptor();
+        }
+    };
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.ST_MBR_ENLARGE;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new IScalarEvaluator() {
+                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private DataOutput out = resultStorage.getDataOutput();
+                    private IPointable inputArg0 = new VoidPointable();
+                    private IPointable inputArg1 = new VoidPointable();
+                    private IScalarEvaluator eval0 = args[0].createScalarEvaluator(ctx);
+                    private IScalarEvaluator eval1 = args[1].createScalarEvaluator(ctx);
+                    private ByteArrayAccessibleInputStream inStream =
+                            new ByteArrayAccessibleInputStream(new byte[0], 0, 0);
+                    private DataInputStream dataIn = new DataInputStream(inStream);
+
+                    Envelope env = new Envelope();
+
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer<ARectangle> rectangleSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ARECTANGLE);
+
+                    @Override
+                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+                        resultStorage.reset();
+
+                        eval0.evaluate(tuple, inputArg0);
+                        eval1.evaluate(tuple, inputArg1);
+
+                        if (PointableHelper.checkAndSetMissingOrNull(result, inputArg0, inputArg1)) {
+                            return;
+                        }
+
+                        byte[] data0 = inputArg0.getByteArray();
+                        int offset0 = inputArg0.getStartOffset();
+                        int len = inputArg0.getLength();
+
+                        byte[] data1 = inputArg1.getByteArray();
+                        int offset1 = inputArg1.getStartOffset();
+
+                        if (data0[offset0] != ATypeTag.SERIALIZED_GEOMETRY_TYPE_TAG) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, data0[offset0],
+                                    ATypeTag.SERIALIZED_GEOMETRY_TYPE_TAG);
+                        }
+
+                        inStream.setContent(data0, offset0 + 1, len - 1);
+                        OGCGeometry geometry =
+                                AGeometrySerializerDeserializer.INSTANCE.deserialize(dataIn).getGeometry();
+                        geometry.getEsriGeometry().queryEnvelope(env);
+                        double expandValue =
+                                ATypeHierarchy.getDoubleValue(getIdentifier().getName(), 0, data1, offset1);
+                        AMutableRectangle expandedMBR = new AMutableRectangle(
+                                new AMutablePoint(env.getXMin() - expandValue, env.getYMin() - expandValue),
+                                new AMutablePoint(env.getXMax() + expandValue, env.getYMax() + expandValue));
+                        rectangleSerde.serialize(expandedMBR, out);
+                        result.set(resultStorage);
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMDescriptor.java
index 67f966a..e208771 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STMDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STMDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STMDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakeEnvelopeDescriptorSRID.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakeEnvelopeDescriptorSRID.java
index 8615268..3aa9e7b 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakeEnvelopeDescriptorSRID.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakeEnvelopeDescriptorSRID.java
@@ -23,7 +23,6 @@
 import java.nio.ByteBuffer;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
@@ -43,12 +42,7 @@
 
 public class STMakeEnvelopeDescriptorSRID extends AbstractGetValDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STMakeEnvelopeDescriptorSRID();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STMakeEnvelopeDescriptorSRID::new;
 
     private static final long serialVersionUID = 1L;
 
@@ -103,6 +97,9 @@
 
         @Override
         public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+
+            resultStorage.reset();
+
             eval0.evaluate(tuple, inputArg0);
             byte[] data0 = inputArg0.getByteArray();
             int offset0 = inputArg0.getStartOffset();
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DDescriptor.java
index e157f52..4a5cf7e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AGeometrySerializerDeserializer;
 import org.apache.asterix.om.base.AGeometry;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -44,12 +43,7 @@
 public class STMakePoint3DDescriptor extends AbstractGetValDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STMakePoint3DDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STMakePoint3DDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DWithMDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DWithMDescriptor.java
index 3505ac6..55baa37 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DWithMDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePoint3DWithMDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AGeometrySerializerDeserializer;
 import org.apache.asterix.om.base.AGeometry;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -44,12 +43,7 @@
 public class STMakePoint3DWithMDescriptor extends AbstractGetValDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STMakePoint3DWithMDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STMakePoint3DWithMDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePointDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePointDescriptor.java
index 86c4d01..c3b7b36 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePointDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STMakePointDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AGeometrySerializerDeserializer;
 import org.apache.asterix.om.base.AGeometry;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -44,12 +43,7 @@
 public class STMakePointDescriptor extends AbstractGetValDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STMakePointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STMakePointDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNPointsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNPointsDescriptor.java
index aca1094..309d325 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNPointsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNPointsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -33,12 +32,7 @@
 public class STNPointsDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STNPointsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STNPointsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNRingsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNRingsDescriptor.java
index caed1ff..f8e313d 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNRingsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNRingsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,12 +30,7 @@
 public class STNRingsDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STNRingsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STNRingsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumGeometriesDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumGeometriesDescriptor.java
index 2d66712..e87d1f4 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumGeometriesDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumGeometriesDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STNumGeometriesDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STNumGeometriesDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STNumGeometriesDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumInteriorRingsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumInteriorRingsDescriptor.java
index f529a18..19f2e11 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumInteriorRingsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STNumInteriorRingsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STNumInteriorRingsDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STNumInteriorRingsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STNumInteriorRingsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STOverlapsDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STOverlapsDescriptor.java
index 59ca76f..61286b0 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STOverlapsDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STOverlapsDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STOverlapsDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STOverlapsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STOverlapsDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPointNDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPointNDescriptor.java
index b7491e0..e0495f5 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPointNDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPointNDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 
 public class STPointNDescriptor extends AbstractSTGeometryNDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STPointNDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STPointNDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPolygonizeDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPolygonizeDescriptor.java
index e10b3a0..e2fcd8a 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPolygonizeDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STPolygonizeDescriptor.java
@@ -32,7 +32,6 @@
 import org.apache.asterix.om.base.IACursor;
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -58,12 +57,7 @@
 
 public class STPolygonizeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STPolygonizeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STPolygonizeDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STRelateDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STRelateDescriptor.java
index 61b801b..c3dc132 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STRelateDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STRelateDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,12 +49,7 @@
 
 public class STRelateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STRelateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STRelateDescriptor::new;
 
     private static final long serialVersionUID = 1L;
 
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSRIDDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSRIDDescriptor.java
index 470cc82..e50678a 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSRIDDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSRIDDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STSRIDDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STSRIDDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STSRIDDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STStartPointDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STStartPointDescriptor.java
index fd16405..127b0d5 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STStartPointDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STStartPointDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STStartPointDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STStartPointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STStartPointDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSymDifferenceDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSymDifferenceDescriptor.java
index 3a60f35..e4d0507 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSymDifferenceDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STSymDifferenceDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STSymDifferenceDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STSymDifferenceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STSymDifferenceDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STTouchesDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STTouchesDescriptor.java
index d7595d9..ddf6550 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STTouchesDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STTouchesDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STTouchesDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STTouchesDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STTouchesDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STUnionDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STUnionDescriptor.java
index 693723e..1cfea10 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STUnionDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STUnionDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STUnionDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STUnionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STUnionDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STWithinDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STWithinDescriptor.java
index 809779f..c78e48f 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STWithinDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STWithinDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STWithinDescriptor extends AbstractSTDoubleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STWithinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STWithinDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry0, OGCGeometry geometry1) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXDescriptor.java
index 109d7f8..608e55cc 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STXDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STXDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STXDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMaxDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMaxDescriptor.java
index 887a423..2431f3f 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMaxDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMaxDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,12 +30,7 @@
 public class STXMaxDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STXMaxDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STXMaxDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMinDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMinDescriptor.java
index 98a23b5..66db0c6 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMinDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STXMinDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,12 +30,7 @@
 public class STXMinDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STXMinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STXMinDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYDescriptor.java
index 8f867a7..32baa0a 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STYDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STYDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STYDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMaxDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMaxDescriptor.java
index 5d0b0f8..7b82915 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMaxDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMaxDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,12 +30,7 @@
 public class STYMaxDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STYMaxDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STYMaxDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMinDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMinDescriptor.java
index 2b2d723..1cc5e88 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMinDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STYMinDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,12 +30,7 @@
 public class STYMinDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STYMinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STYMinDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZDescriptor.java
index 2079ab0..739775a 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -30,12 +29,7 @@
 public class STZDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STZDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STZDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMaxDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMaxDescriptor.java
index ab58365..cb3f54e 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMaxDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMaxDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STZMaxDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STZMaxDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STZMaxDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMinDescriptor.java b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMinDescriptor.java
index c8731ee..3f6f6b3 100644
--- a/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMinDescriptor.java
+++ b/asterixdb/asterix-geo/src/main/java/org/apache/asterix/geo/evaluators/functions/STZMinDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.geo.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -29,12 +28,7 @@
 public class STZMinDescriptor extends AbstractSTSingleGeometryDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new STZMinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = STZMinDescriptor::new;
 
     @Override
     protected Object evaluateOGCGeometry(OGCGeometry geometry) throws HyracksDataException {
diff --git a/asterixdb/asterix-hivecompat/pom.xml b/asterixdb/asterix-hivecompat/pom.xml
deleted file mode 100644
index 25bdb8b..0000000
--- a/asterixdb/asterix-hivecompat/pom.xml
+++ /dev/null
@@ -1,80 +0,0 @@
-<!--
- ! Licensed to the Apache Software Foundation (ASF) under one
- ! or more contributor license agreements.  See the NOTICE file
- ! distributed with this work for additional information
- ! regarding copyright ownership.  The ASF licenses this file
- ! to you under the Apache License, Version 2.0 (the
- ! "License"); you may not use this file except in compliance
- ! with the License.  You may obtain a copy of the License at
- !
- !   http://www.apache.org/licenses/LICENSE-2.0
- !
- ! Unless required by applicable law or agreed to in writing,
- ! software distributed under the License is distributed on an
- ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- ! KIND, either express or implied.  See the License for the
- ! specific language governing permissions and limitations
- ! under the License.
- !-->
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <parent>
-    <artifactId>apache-asterixdb</artifactId>
-    <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
-  </parent>
-  <licenses>
-    <license>
-      <name>Apache License, Version 2.0</name>
-      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
-      <distribution>repo</distribution>
-      <comments>A business-friendly OSS license</comments>
-    </license>
-  </licenses>
-  <artifactId>asterix-hivecompat</artifactId>
-  <properties>
-    <root.dir>${basedir}/..</root.dir>
-    <source-format.skip>true</source-format.skip>
-  </properties>
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-checkstyle-plugin</artifactId>
-        <configuration>
-          <excludes>**/hivecompat/**/*</excludes>
-        </configuration>
-       </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-    <dependency>
-      <groupId>org.apache.hadoop</groupId>
-      <artifactId>hadoop-common</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.hive</groupId>
-      <artifactId>hive-serde</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>commons-logging</groupId>
-      <artifactId>commons-logging-api</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.hive.shims</groupId>
-      <artifactId>hive-shims-common</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.hive</groupId>
-      <artifactId>hive-common</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.hadoop</groupId>
-      <artifactId>hadoop-mapreduce-client-core</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.logging.log4j</groupId>
-      <artifactId>log4j-1.2-api</artifactId>
-    </dependency>
-  </dependencies>
-</project>
diff --git a/asterixdb/asterix-hivecompat/src/main/appended-resources/META-INF/LICENSE b/asterixdb/asterix-hivecompat/src/main/appended-resources/META-INF/LICENSE
deleted file mode 100644
index b0cc878..0000000
--- a/asterixdb/asterix-hivecompat/src/main/appended-resources/META-INF/LICENSE
+++ /dev/null
@@ -1,9 +0,0 @@
-===
-   AsterixDB includes source code with separate copyright notices and
-   license terms. Your use of this source code is subject to the terms
-   and condition of the following licenses.
-===
-   Source files org/apache/asterix/hivecompat/io/* are derived from portions
-   of Apache Hive Query Language v0.13.0 (org.apache.hive:hive-exec),
-   made available under The Apache License, Version 2.0:
----
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/CodecPool.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/CodecPool.java
deleted file mode 100644
index aab4c72..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/CodecPool.java
+++ /dev/null
@@ -1,164 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.asterix.hivecompat.io;
-
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.io.compress.CompressionCodec;
-import org.apache.hadoop.io.compress.Compressor;
-import org.apache.hadoop.io.compress.Decompressor;
-
-/**
- * A global compressor/decompressor pool used to save and reuse (possibly
- * native) compression/decompression codecs.
- */
-public final class CodecPool {
-  private static final Log LOG = LogFactory.getLog(CodecPool.class);
-
-  /**
-   * A global compressor pool used to save the expensive
-   * construction/destruction of (possibly native) decompression codecs.
-   */
-  private static final Map<Class<Compressor>, List<Compressor>> COMPRESSOR_POOL =
-      new HashMap<Class<Compressor>, List<Compressor>>();
-
-  /**
-   * A global decompressor pool used to save the expensive
-   * construction/destruction of (possibly native) decompression codecs.
-   */
-  private static final Map<Class<Decompressor>, List<Decompressor>> DECOMPRESSOR_POOL =
-      new HashMap<Class<Decompressor>, List<Decompressor>>();
-
-  private static <T> T borrow(Map<Class<T>, List<T>> pool,
-      Class<? extends T> codecClass) {
-    T codec = null;
-
-    // Check if an appropriate codec is available
-    synchronized (pool) {
-      if (pool.containsKey(codecClass)) {
-        List<T> codecList = pool.get(codecClass);
-
-        if (codecList != null) {
-          synchronized (codecList) {
-            if (!codecList.isEmpty()) {
-              codec = codecList.remove(codecList.size() - 1);
-            }
-          }
-        }
-      }
-    }
-
-    return codec;
-  }
-
-  private static <T> void payback(Map<Class<T>, List<T>> pool, T codec) {
-    if (codec != null) {
-      Class<T> codecClass = (Class<T>) codec.getClass();
-      synchronized (pool) {
-        if (!pool.containsKey(codecClass)) {
-          pool.put(codecClass, new ArrayList<T>());
-        }
-
-        List<T> codecList = pool.get(codecClass);
-        synchronized (codecList) {
-          codecList.add(codec);
-        }
-      }
-    }
-  }
-
-  /**
-   * Get a {@link Compressor} for the given {@link CompressionCodec} from the
-   * pool or a new one.
-   * 
-   * @param codec
-   *          the <code>CompressionCodec</code> for which to get the
-   *          <code>Compressor</code>
-   * @return <code>Compressor</code> for the given <code>CompressionCodec</code>
-   *         from the pool or a new one
-   */
-  public static Compressor getCompressor(CompressionCodec codec) {
-    Compressor compressor = borrow(COMPRESSOR_POOL, codec.getCompressorType());
-    if (compressor == null) {
-      compressor = codec.createCompressor();
-      LOG.info("Got brand-new compressor");
-    } else {
-      LOG.debug("Got recycled compressor");
-    }
-    return compressor;
-  }
-
-  /**
-   * Get a {@link Decompressor} for the given {@link CompressionCodec} from the
-   * pool or a new one.
-   * 
-   * @param codec
-   *          the <code>CompressionCodec</code> for which to get the
-   *          <code>Decompressor</code>
-   * @return <code>Decompressor</code> for the given
-   *         <code>CompressionCodec</code> the pool or a new one
-   */
-  public static Decompressor getDecompressor(CompressionCodec codec) {
-    Decompressor decompressor = borrow(DECOMPRESSOR_POOL, codec
-        .getDecompressorType());
-    if (decompressor == null) {
-      decompressor = codec.createDecompressor();
-      LOG.info("Got brand-new decompressor");
-    } else {
-      LOG.debug("Got recycled decompressor");
-    }
-    return decompressor;
-  }
-
-  /**
-   * Return the {@link Compressor} to the pool.
-   * 
-   * @param compressor
-   *          the <code>Compressor</code> to be returned to the pool
-   */
-  public static void returnCompressor(Compressor compressor) {
-    if (compressor == null) {
-      return;
-    }
-    compressor.reset();
-    payback(COMPRESSOR_POOL, compressor);
-  }
-
-  /**
-   * Return the {@link Decompressor} to the pool.
-   * 
-   * @param decompressor
-   *          the <code>Decompressor</code> to be returned to the pool
-   */
-  public static void returnDecompressor(Decompressor decompressor) {
-    if (decompressor == null) {
-      return;
-    }
-    decompressor.reset();
-    payback(DECOMPRESSOR_POOL, decompressor);
-  }
-
-  private CodecPool() {
-    // prevent instantiation
-  }
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/InputFormatChecker.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/InputFormatChecker.java
deleted file mode 100644
index 4ac8a59..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/InputFormatChecker.java
+++ /dev/null
@@ -1,40 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.hive.conf.HiveConf;
-
-/**
- * Check for validity of the input files.
- */
-public interface InputFormatChecker {
-
-  /**
-   * This method is used to validate the input files.
-   * 
-   */
-  boolean validateInput(FileSystem fs, HiveConf conf,
-      ArrayList<FileStatus> files) throws IOException;
-
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataInputBuffer.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataInputBuffer.java
deleted file mode 100644
index 8cb890b..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataInputBuffer.java
+++ /dev/null
@@ -1,512 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.DataInput;
-import java.io.EOFException;
-import java.io.FilterInputStream;
-import java.io.IOException;
-import java.io.PushbackInputStream;
-import java.io.UTFDataFormatException;
-
-import org.apache.hadoop.hive.common.io.NonSyncByteArrayInputStream;
-
-/**
- * A thread-not-safe version of Hadoop's DataInputBuffer, which removes all
- * synchronized modifiers.
- */
-public class NonSyncDataInputBuffer extends FilterInputStream implements
-    DataInput {
-
-  private final NonSyncByteArrayInputStream buffer;
-
-  byte[] buff = new byte[16];
-
-  /** Constructs a new empty buffer. */
-  public NonSyncDataInputBuffer() {
-    this(new NonSyncByteArrayInputStream());
-  }
-
-  private NonSyncDataInputBuffer(NonSyncByteArrayInputStream buffer) {
-    super(buffer);
-    this.buffer = buffer;
-  }
-
-  /** Resets the data that the buffer reads. */
-  public void reset(byte[] input, int length) {
-    buffer.reset(input, 0, length);
-  }
-
-  /** Resets the data that the buffer reads. */
-  public void reset(byte[] input, int start, int length) {
-    buffer.reset(input, start, length);
-  }
-
-  /** Returns the current position in the input. */
-  public int getPosition() {
-    return buffer.getPosition();
-  }
-
-  /** Returns the length of the input. */
-  public int getLength() {
-    return buffer.getLength();
-  }
-
-  /**
-   * Reads bytes from the source stream into the byte array <code>buffer</code>.
-   * The number of bytes actually read is returned.
-   * 
-   * @param buffer
-   *          the buffer to read bytes into
-   * @return the number of bytes actually read or -1 if end of stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final int read(byte[] buffer) throws IOException {
-    return in.read(buffer, 0, buffer.length);
-  }
-
-  /**
-   * Read at most <code>length</code> bytes from this DataInputStream and stores
-   * them in byte array <code>buffer</code> starting at <code>offset</code>.
-   * Answer the number of bytes actually read or -1 if no bytes were read and
-   * end of stream was encountered.
-   * 
-   * @param buffer
-   *          the byte array in which to store the read bytes.
-   * @param offset
-   *          the offset in <code>buffer</code> to store the read bytes.
-   * @param length
-   *          the maximum number of bytes to store in <code>buffer</code>.
-   * @return the number of bytes actually read or -1 if end of stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final int read(byte[] buffer, int offset, int length)
-      throws IOException {
-    return in.read(buffer, offset, length);
-  }
-
-  /**
-   * Reads a boolean from this stream.
-   * 
-   * @return the next boolean value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final boolean readBoolean() throws IOException {
-    int temp = in.read();
-    if (temp < 0) {
-      throw new EOFException();
-    }
-    return temp != 0;
-  }
-
-  /**
-   * Reads an 8-bit byte value from this stream.
-   * 
-   * @return the next byte value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final byte readByte() throws IOException {
-    int temp = in.read();
-    if (temp < 0) {
-      throw new EOFException();
-    }
-    return (byte) temp;
-  }
-
-  /**
-   * Reads a 16-bit character value from this stream.
-   * 
-   * @return the next <code>char</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  private int readToBuff(int count) throws IOException {
-    int offset = 0;
-
-    while (offset < count) {
-      int bytesRead = in.read(buff, offset, count - offset);
-      if (bytesRead == -1) {
-        return bytesRead;
-      }
-      offset += bytesRead;
-    }
-    return offset;
-  }
-
-  @Override
-  public final char readChar() throws IOException {
-    if (readToBuff(2) < 0) {
-      throw new EOFException();
-    }
-    return (char) (((buff[0] & 0xff) << 8) | (buff[1] & 0xff));
-
-  }
-
-  /**
-   * Reads a 64-bit <code>double</code> value from this stream.
-   * 
-   * @return the next <code>double</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final double readDouble() throws IOException {
-    return Double.longBitsToDouble(readLong());
-  }
-
-  /**
-   * Reads a 32-bit <code>float</code> value from this stream.
-   * 
-   * @return the next <code>float</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final float readFloat() throws IOException {
-    return Float.intBitsToFloat(readInt());
-  }
-
-  /**
-   * Reads bytes from this stream into the byte array <code>buffer</code>. This
-   * method will block until <code>buffer.length</code> number of bytes have
-   * been read.
-   * 
-   * @param buffer
-   *          to read bytes into
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final void readFully(byte[] buffer) throws IOException {
-    readFully(buffer, 0, buffer.length);
-  }
-
-  /**
-   * Reads bytes from this stream and stores them in the byte array
-   * <code>buffer</code> starting at the position <code>offset</code>. This
-   * method blocks until <code>count</code> bytes have been read.
-   * 
-   * @param buffer
-   *          the byte array into which the data is read
-   * @param offset
-   *          the offset the operation start at
-   * @param length
-   *          the maximum number of bytes to read
-   * 
-   * @throws IOException
-   *           if a problem occurs while reading from this stream
-   * @throws EOFException
-   *           if reaches the end of the stream before enough bytes have been
-   *           read
-   */
-  @Override
-  public final void readFully(byte[] buffer, int offset, int length)
-      throws IOException {
-    if (length < 0) {
-      throw new IndexOutOfBoundsException();
-    }
-    if (length == 0) {
-      return;
-    }
-    if (in == null || buffer == null) {
-      throw new NullPointerException("Null Pointer to underlying input stream");
-    }
-
-    if (offset < 0 || offset > buffer.length - length) {
-      throw new IndexOutOfBoundsException();
-    }
-    while (length > 0) {
-      int result = in.read(buffer, offset, length);
-      if (result < 0) {
-        throw new EOFException();
-      }
-      offset += result;
-      length -= result;
-    }
-  }
-
-  /**
-   * Reads a 32-bit integer value from this stream.
-   * 
-   * @return the next <code>int</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final int readInt() throws IOException {
-    if (readToBuff(4) < 0) {
-      throw new EOFException();
-    }
-    return ((buff[0] & 0xff) << 24) | ((buff[1] & 0xff) << 16)
-        | ((buff[2] & 0xff) << 8) | (buff[3] & 0xff);
-  }
-
-  /**
-   * Answers a <code>String</code> representing the next line of text available
-   * in this BufferedReader. A line is represented by 0 or more characters
-   * followed by <code>'\n'</code>, <code>'\r'</code>, <code>"\n\r"</code> or
-   * end of stream. The <code>String</code> does not include the newline
-   * sequence.
-   * 
-   * @return the contents of the line or null if no characters were read before
-   *         end of stream.
-   * 
-   * @throws IOException
-   *           If the DataInputStream is already closed or some other IO error
-   *           occurs.
-   * 
-   * @deprecated Use BufferedReader
-   */
-  @Deprecated
-  @Override
-  public final String readLine() throws IOException {
-    StringBuilder line = new StringBuilder(80); // Typical line length
-    boolean foundTerminator = false;
-    while (true) {
-      int nextByte = in.read();
-      switch (nextByte) {
-      case -1:
-        if (line.length() == 0 && !foundTerminator) {
-          return null;
-        }
-        return line.toString();
-      case (byte) '\r':
-        if (foundTerminator) {
-          ((PushbackInputStream) in).unread(nextByte);
-          return line.toString();
-        }
-        foundTerminator = true;
-        /* Have to be able to peek ahead one byte */
-        if (!(in.getClass() == PushbackInputStream.class)) {
-          in = new PushbackInputStream(in);
-        }
-        break;
-      case (byte) '\n':
-        return line.toString();
-      default:
-        if (foundTerminator) {
-          ((PushbackInputStream) in).unread(nextByte);
-          return line.toString();
-        }
-        line.append((char) nextByte);
-      }
-    }
-  }
-
-  /**
-   * Reads a 64-bit <code>long</code> value from this stream.
-   * 
-   * @return the next <code>long</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final long readLong() throws IOException {
-    if (readToBuff(8) < 0) {
-      throw new EOFException();
-    }
-    int i1 = ((buff[0] & 0xff) << 24) | ((buff[1] & 0xff) << 16)
-        | ((buff[2] & 0xff) << 8) | (buff[3] & 0xff);
-    int i2 = ((buff[4] & 0xff) << 24) | ((buff[5] & 0xff) << 16)
-        | ((buff[6] & 0xff) << 8) | (buff[7] & 0xff);
-
-    return ((i1 & 0xffffffffL) << 32) | (i2 & 0xffffffffL);
-  }
-
-  /**
-   * Reads a 16-bit <code>short</code> value from this stream.
-   * 
-   * @return the next <code>short</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final short readShort() throws IOException {
-    if (readToBuff(2) < 0) {
-      throw new EOFException();
-    }
-    return (short) (((buff[0] & 0xff) << 8) | (buff[1] & 0xff));
-  }
-
-  /**
-   * Reads an unsigned 8-bit <code>byte</code> value from this stream and
-   * returns it as an int.
-   * 
-   * @return the next unsigned byte value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final int readUnsignedByte() throws IOException {
-    int temp = in.read();
-    if (temp < 0) {
-      throw new EOFException();
-    }
-    return temp;
-  }
-
-  /**
-   * Reads a 16-bit unsigned <code>short</code> value from this stream and
-   * returns it as an int.
-   * 
-   * @return the next unsigned <code>short</code> value from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final int readUnsignedShort() throws IOException {
-    if (readToBuff(2) < 0) {
-      throw new EOFException();
-    }
-    return (char) (((buff[0] & 0xff) << 8) | (buff[1] & 0xff));
-  }
-
-  /**
-   * Reads a UTF format String from this Stream.
-   * 
-   * @return the next UTF String from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  @Override
-  public final String readUTF() throws IOException {
-    return decodeUTF(readUnsignedShort());
-  }
-
-  String decodeUTF(int utfSize) throws IOException {
-    return decodeUTF(utfSize, this);
-  }
-
-  private static String decodeUTF(int utfSize, DataInput in) throws IOException {
-    byte[] buf = new byte[utfSize];
-    char[] out = new char[utfSize];
-    in.readFully(buf, 0, utfSize);
-
-    return convertUTF8WithBuf(buf, out, 0, utfSize);
-  }
-
-  /**
-   * Reads a UTF format String from the DataInput Stream <code>in</code>.
-   * 
-   * @param in
-   *          the input stream to read from
-   * @return the next UTF String from the source stream.
-   * 
-   * @throws IOException
-   *           If a problem occurs reading from this DataInputStream.
-   * 
-   */
-  public static final String readUTF(DataInput in) throws IOException {
-    return decodeUTF(in.readUnsignedShort(), in);
-  }
-
-  /**
-   * Skips <code>count</code> number of bytes in this stream. Subsequent
-   * <code>read()</code>'s will not return these bytes unless
-   * <code>reset()</code> is used.
-   * 
-   * @param count
-   *          the number of bytes to skip.
-   * @return the number of bytes actually skipped.
-   * 
-   * @throws IOException
-   *           If the stream is already closed or another IOException occurs.
-   */
-  @Override
-  public final int skipBytes(int count) throws IOException {
-    int skipped = 0;
-    long skip;
-    while (skipped < count && (skip = in.skip(count - skipped)) != 0) {
-      skipped += skip;
-    }
-    if (skipped < 0) {
-      throw new EOFException();
-    }
-    return skipped;
-  }
-
-  public static String convertUTF8WithBuf(byte[] buf, char[] out, int offset,
-      int utfSize) throws UTFDataFormatException {
-    int count = 0, s = 0, a;
-    while (count < utfSize) {
-      if ((out[s] = (char) buf[offset + count++]) < '\u0080') {
-        s++;
-      } else if (((a = out[s]) & 0xe0) == 0xc0) {
-        if (count >= utfSize) {
-          throw new UTFDataFormatException();
-        }
-        int b = buf[count++];
-        if ((b & 0xC0) != 0x80) {
-          throw new UTFDataFormatException();
-        }
-        out[s++] = (char) (((a & 0x1F) << 6) | (b & 0x3F));
-      } else if ((a & 0xf0) == 0xe0) {
-        if (count + 1 >= utfSize) {
-          throw new UTFDataFormatException();
-        }
-        int b = buf[count++];
-        int c = buf[count++];
-        if (((b & 0xC0) != 0x80) || ((c & 0xC0) != 0x80)) {
-          throw new UTFDataFormatException();
-        }
-        out[s++] = (char) (((a & 0x0F) << 12) | ((b & 0x3F) << 6) | (c & 0x3F));
-      } else {
-        throw new UTFDataFormatException();
-      }
-    }
-    return new String(out, 0, s);
-  }
-
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataOutputBuffer.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataOutputBuffer.java
deleted file mode 100644
index 878f130..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/NonSyncDataOutputBuffer.java
+++ /dev/null
@@ -1,88 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package org.apache.asterix.hivecompat.io;
-
-import java.io.DataInput;
-import java.io.DataOutputStream;
-import java.io.IOException;
-
-import org.apache.hadoop.hive.common.io.NonSyncByteArrayOutputStream;
-
-/**
- * A thread-not-safe version of Hadoop's DataOutputBuffer, which removes all
- * synchronized modifiers.
- */
-public class NonSyncDataOutputBuffer extends DataOutputStream {
-
-  private final NonSyncByteArrayOutputStream buffer;
-
-  /** Constructs a new empty buffer. */
-  public NonSyncDataOutputBuffer() {
-    this(new NonSyncByteArrayOutputStream());
-  }
-
-  private NonSyncDataOutputBuffer(NonSyncByteArrayOutputStream buffer) {
-    super(buffer);
-    this.buffer = buffer;
-  }
-
-  /**
-   * Returns the current contents of the buffer. Data is only valid to
-   * {@link #getLength()}.
-   */
-  public byte[] getData() {
-    return buffer.getData();
-  }
-
-  /** Returns the length of the valid data currently in the buffer. */
-  public int getLength() {
-    return buffer.getLength();
-  }
-
-  /** Resets the buffer to empty. */
-  public NonSyncDataOutputBuffer reset() {
-    written = 0;
-    buffer.reset();
-    return this;
-  }
-
-  /** Writes bytes from a DataInput directly into the buffer. */
-  public void write(DataInput in, int length) throws IOException {
-    buffer.write(in, length);
-  }
-
-  @Override
-  public void write(int b) throws IOException {
-    buffer.write(b);
-    incCount(1);
-  }
-
-  @Override
-  public void write(byte b[], int off, int len) throws IOException {
-    buffer.write(b, off, len);
-    incCount(len);
-  }
-
-  private void incCount(int value) {
-    if (written + value < 0) {
-      written = Integer.MAX_VALUE;
-    } else {
-      written += value;
-    }
-  }
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFile.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFile.java
deleted file mode 100644
index 0c5613a..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFile.java
+++ /dev/null
@@ -1,2049 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.DataInput;
-import java.io.DataInputStream;
-import java.io.DataOutput;
-import java.io.DataOutputStream;
-import java.io.EOFException;
-import java.io.IOException;
-import java.rmi.server.UID;
-import java.security.MessageDigest;
-import java.util.Arrays;
-import java.util.List;
-
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.ChecksumException;
-import org.apache.hadoop.fs.FSDataInputStream;
-import org.apache.hadoop.fs.FSDataOutputStream;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.serde2.ColumnProjectionUtils;
-import org.apache.hadoop.hive.serde2.columnar.BytesRefArrayWritable;
-import org.apache.hadoop.hive.serde2.columnar.BytesRefWritable;
-import org.apache.hadoop.hive.serde2.columnar.LazyDecompressionCallback;
-import org.apache.hadoop.hive.shims.ShimLoader;
-import org.apache.hadoop.io.IOUtils;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.SequenceFile.Metadata;
-import org.apache.hadoop.io.Text;
-import org.apache.hadoop.io.VersionMismatchException;
-import org.apache.hadoop.io.Writable;
-import org.apache.hadoop.io.WritableComparable;
-import org.apache.hadoop.io.WritableUtils;
-import org.apache.hadoop.io.compress.CompressionCodec;
-import org.apache.hadoop.io.compress.CompressionInputStream;
-import org.apache.hadoop.io.compress.CompressionOutputStream;
-import org.apache.hadoop.io.compress.Compressor;
-import org.apache.hadoop.io.compress.Decompressor;
-import org.apache.hadoop.util.Progressable;
-import org.apache.hadoop.util.ReflectionUtils;
-
-/**
- * <code>RCFile</code>s, short of Record Columnar File, are flat files
- * consisting of binary key/value pairs, which shares much similarity with
- * <code>SequenceFile</code>.
- *
- * RCFile stores columns of a table in a record columnar way. It first
- * partitions rows horizontally into row splits. and then it vertically
- * partitions each row split in a columnar way. RCFile first stores the meta
- * data of a row split, as the key part of a record, and all the data of a row
- * split as the value part. When writing, RCFile.Writer first holds records'
- * value bytes in memory, and determines a row split if the raw bytes size of
- * buffered records overflow a given parameter<tt>Writer.columnsBufferSize</tt>,
- * which can be set like: <code>conf.setInt(COLUMNS_BUFFER_SIZE_CONF_STR,
-          4 * 1024 * 1024)</code> .
- * <p>
- * <code>RCFile</code> provides {@link Writer}, {@link Reader} and classes for
- * writing, reading respectively.
- * </p>
- *
- * <p>
- * RCFile stores columns of a table in a record columnar way. It first
- * partitions rows horizontally into row splits. and then it vertically
- * partitions each row split in a columnar way. RCFile first stores the meta
- * data of a row split, as the key part of a record, and all the data of a row
- * split as the value part.
- * </p>
- *
- * <p>
- * RCFile compresses values in a more fine-grained manner then record level
- * compression. However, It currently does not support compress the key part
- * yet. The actual compression algorithm used to compress key and/or values can
- * be specified by using the appropriate {@link CompressionCodec}.
- * </p>
- *
- * <p>
- * The {@link Reader} is used to read and explain the bytes of RCFile.
- * </p>
- *
- * <h4 id="Formats">RCFile Formats</h4>
- *
- *
- * <h5 id="Header">RC Header</h5>
- * <ul>
- * <li>version - 3 bytes of magic header <b>RCF</b>, followed by 1 byte of
- * actual version number (e.g. RCF1)</li>
- * <li>compression - A boolean which specifies if compression is turned on for
- * keys/values in this file.</li>
- * <li>compression codec - <code>CompressionCodec</code> class which is used
- * for compression of keys and/or values (if compression is enabled).</li>
- * <li>metadata - {@link Metadata} for this file.</li>
- * <li>sync - A sync marker to denote end of the header.</li>
- * </ul>
- *
- * <h5>RCFile Format</h5>
- * <ul>
- * <li><a href="#Header">Header</a></li>
- * <li>Record
- * <li>Key part
- * <ul>
- * <li>Record length in bytes</li>
- * <li>Key length in bytes</li>
- * <li>Number_of_rows_in_this_record(vint)</li>
- * <li>Column_1_ondisk_length(vint)</li>
- * <li>Column_1_row_1_value_plain_length</li>
- * <li>Column_1_row_2_value_plain_length</li>
- * <li>...</li>
- * <li>Column_2_ondisk_length(vint)</li>
- * <li>Column_2_row_1_value_plain_length</li>
- * <li>Column_2_row_2_value_plain_length</li>
- * <li>...</li>
- * </ul>
- * </li>
- * </li>
- * <li>Value part
- * <ul>
- * <li>Compressed or plain data of [column_1_row_1_value,
- * column_1_row_2_value,....]</li>
- * <li>Compressed or plain data of [column_2_row_1_value,
- * column_2_row_2_value,....]</li>
- * </ul>
- * </li>
- * </ul>
- * <p>
- * <pre>
- * {@code
- * The following is a pseudo-BNF grammar for RCFile. Comments are prefixed
- * with dashes:
- *
- * rcfile ::=
- *   <file-header>
- *   <rcfile-rowgroup>+
- *
- * file-header ::=
- *   <file-version-header>
- *   <file-key-class-name>              (only exists if version is seq6)
- *   <file-value-class-name>            (only exists if version is seq6)
- *   <file-is-compressed>
- *   <file-is-block-compressed>         (only exists if version is seq6)
- *   [<file-compression-codec-class>]
- *   <file-header-metadata>
- *   <file-sync-field>
- *
- * -- The normative RCFile implementation included with Hive is actually
- * -- based on a modified version of Hadoop's SequenceFile code. Some
- * -- things which should have been modified were not, including the code
- * -- that writes out the file version header. Consequently, RCFile and
- * -- SequenceFile originally shared the same version header.  A newer
- * -- release has created a unique version string.
- *
- * file-version-header ::= Byte[4] {'S', 'E', 'Q', 6}
- *                     |   Byte[4] {'R', 'C', 'F', 1}
- *
- * -- The name of the Java class responsible for reading the key buffer
- * -- component of the rowgroup.
- *
- * file-key-class-name ::=
- *   Text {"org.apache.asterix.hivecompat.io.RCFile$KeyBuffer"}
- *
- * -- The name of the Java class responsible for reading the value buffer
- * -- component of the rowgroup.
- *
- * file-value-class-name ::=
- *   Text {"org.apache.asterix.hivecompat.io.RCFile$ValueBuffer"}
- *
- * -- Boolean variable indicating whether or not the file uses compression
- * -- for the key and column buffer sections.
- *
- * file-is-compressed ::= Byte[1]
- *
- * -- A boolean field indicating whether or not the file is block compressed.
- * -- This field is *always* false. According to comments in the original
- * -- RCFile implementation this field was retained for backwards
- * -- compatability with the SequenceFile format.
- *
- * file-is-block-compressed ::= Byte[1] {false}
- *
- * -- The Java class name of the compression codec iff <file-is-compressed>
- * -- is true. The named class must implement
- * -- org.apache.hadoop.io.compress.CompressionCodec.
- * -- The expected value is org.apache.hadoop.io.compress.GzipCodec.
- *
- * file-compression-codec-class ::= Text
- *
- * -- A collection of key-value pairs defining metadata values for the
- * -- file. The Map is serialized using standard JDK serialization, i.e.
- * -- an Int corresponding to the number of key-value pairs, followed by
- * -- Text key and value pairs. The following metadata properties are
- * -- mandatory for all RCFiles:
- * --
- * -- hive.io.rcfile.column.number: the number of columns in the RCFile
- *
- * file-header-metadata ::= Map<Text, Text>
- *
- * -- A 16 byte marker that is generated by the writer. This marker appears
- * -- at regular intervals at the beginning of rowgroup-headers, and is
- * -- intended to enable readers to skip over corrupted rowgroups.
- *
- * file-sync-hash ::= Byte[16]
- *
- * -- Each row group is split into three sections: a header, a set of
- * -- key buffers, and a set of column buffers. The header section includes
- * -- an optional sync hash, information about the size of the row group, and
- * -- the total number of rows in the row group. Each key buffer
- * -- consists of run-length encoding data which is used to decode
- * -- the length and offsets of individual fields in the corresponding column
- * -- buffer.
- *
- * rcfile-rowgroup ::=
- *   <rowgroup-header>
- *   <rowgroup-key-data>
- *   <rowgroup-column-buffers>
- *
- * rowgroup-header ::=
- *   [<rowgroup-sync-marker>, <rowgroup-sync-hash>]
- *   <rowgroup-record-length>
- *   <rowgroup-key-length>
- *   <rowgroup-compressed-key-length>
- *
- * -- rowgroup-key-data is compressed if the column data is compressed.
- * rowgroup-key-data ::=
- *   <rowgroup-num-rows>
- *   <rowgroup-key-buffers>
- *
- * -- An integer (always -1) signaling the beginning of a sync-hash
- * -- field.
- *
- * rowgroup-sync-marker ::= Int
- *
- * -- A 16 byte sync field. This must match the <file-sync-hash> value read
- * -- in the file header.
- *
- * rowgroup-sync-hash ::= Byte[16]
- *
- * -- The record-length is the sum of the number of bytes used to store
- * -- the key and column parts, i.e. it is the total length of the current
- * -- rowgroup.
- *
- * rowgroup-record-length ::= Int
- *
- * -- Total length in bytes of the rowgroup's key sections.
- *
- * rowgroup-key-length ::= Int
- *
- * -- Total compressed length in bytes of the rowgroup's key sections.
- *
- * rowgroup-compressed-key-length ::= Int
- *
- * -- Number of rows in the current rowgroup.
- *
- * rowgroup-num-rows ::= VInt
- *
- * -- One or more column key buffers corresponding to each column
- * -- in the RCFile.
- *
- * rowgroup-key-buffers ::= <rowgroup-key-buffer>+
- *
- * -- Data in each column buffer is stored using a run-length
- * -- encoding scheme that is intended to reduce the cost of
- * -- repeated column field values. This mechanism is described
- * -- in more detail in the following entries.
- *
- * rowgroup-key-buffer ::=
- *   <column-buffer-length>
- *   <column-buffer-uncompressed-length>
- *   <column-key-buffer-length>
- *   <column-key-buffer>
- *
- * -- The serialized length on disk of the corresponding column buffer.
- *
- * column-buffer-length ::= VInt
- *
- * -- The uncompressed length of the corresponding column buffer. This
- * -- is equivalent to column-buffer-length if the RCFile is not compressed.
- *
- * column-buffer-uncompressed-length ::= VInt
- *
- * -- The length in bytes of the current column key buffer
- *
- * column-key-buffer-length ::= VInt
- *
- * -- The column-key-buffer contains a sequence of serialized VInt values
- * -- corresponding to the byte lengths of the serialized column fields
- * -- in the corresponding rowgroup-column-buffer. For example, consider
- * -- an integer column that contains the consecutive values 1, 2, 3, 44.
- * -- The RCFile format stores these values as strings in the column buffer,
- * -- e.g. "12344". The length of each column field is recorded in
- * -- the column-key-buffer as a sequence of VInts: 1,1,1,2. However,
- * -- if the same length occurs repeatedly, then we replace repeated
- * -- run lengths with the complement (i.e. negative) of the number of
- * -- repetitions, so 1,1,1,2 becomes 1,~2,2.
- *
- * column-key-buffer ::= Byte[column-key-buffer-length]
- *
- * rowgroup-column-buffers ::= <rowgroup-value-buffer>+
- *
- * -- RCFile stores all column data as strings regardless of the
- * -- underlying column type. The strings are neither length-prefixed or
- * -- null-terminated, and decoding them into individual fields requires
- * -- the use of the run-length information contained in the corresponding
- * -- column-key-buffer.
- *
- * rowgroup-column-buffer ::= Byte[column-buffer-length]
- *
- * Byte ::= An eight-bit byte
- *
- * VInt ::= Variable length integer. The high-order bit of each byte
- * indicates whether more bytes remain to be read. The low-order seven
- * bits are appended as increasingly more significant bits in the
- * resulting integer value.
- *
- * Int ::= A four-byte integer in big-endian format.
- *
- * Text ::= VInt, Chars (Length prefixed UTF-8 characters)
- * }
- * </pre>
- * </p>
- */
-public class RCFile {
-
-  private static final Log LOG = LogFactory.getLog(RCFile.class);
-
-  public static final String RECORD_INTERVAL_CONF_STR = "hive.io.rcfile.record.interval";
-
-  public static final String COLUMN_NUMBER_METADATA_STR = "hive.io.rcfile.column.number";
-
-  public static final String COLUMN_NUMBER_CONF_STR = "hive.io.rcfile.column.number.conf";
-
-  public static final String TOLERATE_CORRUPTIONS_CONF_STR =
-    "hive.io.rcfile.tolerate.corruptions";
-
-  // HACK: We actually need BlockMissingException, but that is not available
-  // in all hadoop versions.
-  public static final String BLOCK_MISSING_MESSAGE =
-    "Could not obtain block";
-
-  // All of the versions should be place in this list.
-  private static final int ORIGINAL_VERSION = 0;  // version with SEQ
-  private static final int NEW_MAGIC_VERSION = 1; // version with RCF
-
-  private static final int CURRENT_VERSION = NEW_MAGIC_VERSION;
-
-  // The first version of RCFile used the sequence file header.
-  private static final byte[] ORIGINAL_MAGIC = new byte[] {
-      (byte) 'S', (byte) 'E', (byte) 'Q'};
-  // the version that was included with the original magic, which is mapped
-  // into ORIGINAL_VERSION
-  private static final byte ORIGINAL_MAGIC_VERSION_WITH_METADATA = 6;
-
-  private static final byte[] ORIGINAL_MAGIC_VERSION = new byte[] {
-    (byte) 'S', (byte) 'E', (byte) 'Q', ORIGINAL_MAGIC_VERSION_WITH_METADATA
-  };
-
-  // The 'magic' bytes at the beginning of the RCFile
-  private static final byte[] MAGIC = new byte[] {
-    (byte) 'R', (byte) 'C', (byte) 'F'};
-
-  private static final int SYNC_ESCAPE = -1; // "length" of sync entries
-  private static final int SYNC_HASH_SIZE = 16; // number of bytes in hash
-  private static final int SYNC_SIZE = 4 + SYNC_HASH_SIZE; // escape + hash
-
-  /** The number of bytes between sync points. */
-  public static final int SYNC_INTERVAL = 100 * SYNC_SIZE;
-
-  /**
-   * KeyBuffer is the key of each record in RCFile. Its on-disk layout is as
-   * below:
-   *
-   * <ul>
-   * <li>record length in bytes,it is the sum of bytes used to store the key
-   * part and the value part.</li>
-   * <li>Key length in bytes, it is how many bytes used by the key part.</li>
-   * <li>number_of_rows_in_this_record(vint),</li>
-   * <li>column_1_ondisk_length(vint),</li>
-   * <li>column_1_row_1_value_plain_length,</li>
-   * <li>column_1_row_2_value_plain_length,</li>
-   * <li>....</li>
-   * <li>column_2_ondisk_length(vint),</li>
-   * <li>column_2_row_1_value_plain_length,</li>
-   * <li>column_2_row_2_value_plain_length,</li>
-   * <li>.... .</li>
-   * <li>{the end of the key part}</li>
-   * </ul>
-   */
-  public static class KeyBuffer implements WritableComparable {
-    // each column's length in the value
-    private int[] eachColumnValueLen = null;
-    private int[] eachColumnUncompressedValueLen = null;
-    // stores each cell's length of a column in one DataOutputBuffer element
-    private NonSyncDataOutputBuffer[] allCellValLenBuffer = null;
-    // how many rows in this split
-    private int numberRows = 0;
-    // how many columns
-    private int columnNumber = 0;
-
-    // return the number of columns recorded in this file's header
-    public int getColumnNumber() {
-      return columnNumber;
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public KeyBuffer(){
-    }
-
-    KeyBuffer(int columnNum) {
-      columnNumber = columnNum;
-      eachColumnValueLen = new int[columnNumber];
-      eachColumnUncompressedValueLen = new int[columnNumber];
-      allCellValLenBuffer = new NonSyncDataOutputBuffer[columnNumber];
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    KeyBuffer(int numberRows, int columnNum) {
-      this(columnNum);
-      this.numberRows = numberRows;
-    }
-
-    public void nullColumn(int columnIndex) {
-      eachColumnValueLen[columnIndex] = 0;
-      eachColumnUncompressedValueLen[columnIndex] = 0;
-      allCellValLenBuffer[columnIndex] = new NonSyncDataOutputBuffer();
-    }
-
-    /**
-     * add in a new column's meta data.
-     *
-     * @param columnValueLen
-     *          this total bytes number of this column's values in this split
-     * @param colValLenBuffer
-     *          each cell's length of this column's in this split
-     */
-    void setColumnLenInfo(int columnValueLen,
-        NonSyncDataOutputBuffer colValLenBuffer,
-        int columnUncompressedValueLen, int columnIndex) {
-      eachColumnValueLen[columnIndex] = columnValueLen;
-      eachColumnUncompressedValueLen[columnIndex] = columnUncompressedValueLen;
-      allCellValLenBuffer[columnIndex] = colValLenBuffer;
-    }
-
-    @Override
-    public void readFields(DataInput in) throws IOException {
-      eachColumnValueLen = new int[columnNumber];
-      eachColumnUncompressedValueLen = new int[columnNumber];
-      allCellValLenBuffer = new NonSyncDataOutputBuffer[columnNumber];
-
-      numberRows = WritableUtils.readVInt(in);
-      for (int i = 0; i < columnNumber; i++) {
-        eachColumnValueLen[i] = WritableUtils.readVInt(in);
-        eachColumnUncompressedValueLen[i] = WritableUtils.readVInt(in);
-        int bufLen = WritableUtils.readVInt(in);
-        if (allCellValLenBuffer[i] == null) {
-          allCellValLenBuffer[i] = new NonSyncDataOutputBuffer();
-        } else {
-          allCellValLenBuffer[i].reset();
-        }
-        allCellValLenBuffer[i].write(in, bufLen);
-      }
-    }
-
-    @Override
-    public void write(DataOutput out) throws IOException {
-      // out.writeInt(numberRows);
-      WritableUtils.writeVLong(out, numberRows);
-      for (int i = 0; i < eachColumnValueLen.length; i++) {
-        WritableUtils.writeVLong(out, eachColumnValueLen[i]);
-        WritableUtils.writeVLong(out, eachColumnUncompressedValueLen[i]);
-        NonSyncDataOutputBuffer colRowsLenBuf = allCellValLenBuffer[i];
-        int bufLen = colRowsLenBuf.getLength();
-        WritableUtils.writeVLong(out, bufLen);
-        out.write(colRowsLenBuf.getData(), 0, bufLen);
-      }
-    }
-
-    /**
-     * get number of bytes to store the keyBuffer.
-     *
-     * @return number of bytes used to store this KeyBuffer on disk
-     * @throws IOException
-     */
-    public int getSize() throws IOException {
-      int ret = 0;
-      ret += WritableUtils.getVIntSize(numberRows);
-      for (int i = 0; i < eachColumnValueLen.length; i++) {
-        ret += WritableUtils.getVIntSize(eachColumnValueLen[i]);
-        ret += WritableUtils.getVIntSize(eachColumnUncompressedValueLen[i]);
-        ret += WritableUtils.getVIntSize(allCellValLenBuffer[i].getLength());
-        ret += allCellValLenBuffer[i].getLength();
-      }
-
-      return ret;
-    }
-
-    @Override
-    public int compareTo(Object arg0) {
-      throw new RuntimeException("compareTo not supported in class "
-          + this.getClass().getName());
-    }
-
-    public int[] getEachColumnUncompressedValueLen() {
-      return eachColumnUncompressedValueLen;
-    }
-
-    public int[] getEachColumnValueLen() {
-      return eachColumnValueLen;
-    }
-
-    /**
-     * @return the numberRows
-     */
-    public int getNumberRows() {
-      return numberRows;
-    }
-  }
-
-  /**
-   * ValueBuffer is the value of each record in RCFile. Its on-disk layout is as
-   * below:
-   * <ul>
-   * <li>Compressed or plain data of [column_1_row_1_value,
-   * column_1_row_2_value,....]</li>
-   * <li>Compressed or plain data of [column_2_row_1_value,
-   * column_2_row_2_value,....]</li>
-   * </ul>
-   */
-  public static class ValueBuffer implements WritableComparable {
-
-    class LazyDecompressionCallbackImpl implements LazyDecompressionCallback {
-
-      int index = -1;
-      int colIndex = -1;
-
-      public LazyDecompressionCallbackImpl(int index, int colIndex) {
-        super();
-        this.index = index;
-        this.colIndex = colIndex;
-      }
-
-      @Override
-      public byte[] decompress() throws IOException {
-
-        if (decompressedFlag[index] || codec == null) {
-          return loadedColumnsValueBuffer[index].getData();
-        }
-
-        NonSyncDataOutputBuffer compressedData = compressedColumnsValueBuffer[index];
-        decompressBuffer.reset();
-        DataInputStream valueIn = new DataInputStream(deflatFilter);
-        deflatFilter.resetState();
-        if (deflatFilter instanceof SchemaAwareCompressionInputStream) {
-          ((SchemaAwareCompressionInputStream)deflatFilter).setColumnIndex(colIndex);
-        }
-        decompressBuffer.reset(compressedData.getData(),
-            keyBuffer.eachColumnValueLen[colIndex]);
-
-        NonSyncDataOutputBuffer decompressedColBuf = loadedColumnsValueBuffer[index];
-        decompressedColBuf.reset();
-        decompressedColBuf.write(valueIn,
-            keyBuffer.eachColumnUncompressedValueLen[colIndex]);
-        decompressedFlag[index] = true;
-        numCompressed--;
-        return decompressedColBuf.getData();
-      }
-    }
-
-    // used to load columns' value into memory
-    private NonSyncDataOutputBuffer[] loadedColumnsValueBuffer = null;
-    private NonSyncDataOutputBuffer[] compressedColumnsValueBuffer = null;
-    private boolean[] decompressedFlag = null;
-    private int numCompressed;
-    private LazyDecompressionCallbackImpl[] lazyDecompressCallbackObjs = null;
-    private boolean lazyDecompress = true;
-
-    boolean inited = false;
-
-    // used for readFields
-    KeyBuffer keyBuffer;
-    private int columnNumber = 0;
-
-    // set true for columns that needed to skip loading into memory.
-    boolean[] skippedColIDs = null;
-
-    CompressionCodec codec;
-
-    Decompressor valDecompressor = null;
-    NonSyncDataInputBuffer decompressBuffer = new NonSyncDataInputBuffer();
-    CompressionInputStream deflatFilter = null;
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public ValueBuffer() throws IOException {
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public ValueBuffer(KeyBuffer keyBuffer) throws IOException {
-      this(keyBuffer, keyBuffer.columnNumber, null, null, true);
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public ValueBuffer(KeyBuffer keyBuffer, boolean[] skippedColIDs)
-        throws IOException {
-      this(keyBuffer, keyBuffer.columnNumber, skippedColIDs, null, true);
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public ValueBuffer(KeyBuffer currentKey, int columnNumber,
-        boolean[] skippedCols, CompressionCodec codec) throws IOException {
-      this(currentKey, columnNumber, skippedCols, codec, true);
-    }
-
-    public ValueBuffer(KeyBuffer currentKey, int columnNumber,
-      boolean[] skippedCols, CompressionCodec codec, boolean lazyDecompress)
-        throws IOException {
-      this.lazyDecompress = lazyDecompress;
-      keyBuffer = currentKey;
-      this.columnNumber = columnNumber;
-
-      if (skippedCols != null && skippedCols.length > 0) {
-        skippedColIDs = skippedCols;
-      } else {
-        skippedColIDs = new boolean[columnNumber];
-        for (int i = 0; i < skippedColIDs.length; i++) {
-          skippedColIDs[i] = false;
-        }
-      }
-
-      int skipped = 0;
-      for (boolean currentSkip : skippedColIDs) {
-        if (currentSkip) {
-          skipped++;
-        }
-      }
-      loadedColumnsValueBuffer = new NonSyncDataOutputBuffer[columnNumber
-          - skipped];
-      decompressedFlag = new boolean[columnNumber - skipped];
-      lazyDecompressCallbackObjs = new LazyDecompressionCallbackImpl[columnNumber
-          - skipped];
-      compressedColumnsValueBuffer = new NonSyncDataOutputBuffer[columnNumber
-                                                                 - skipped];
-      this.codec = codec;
-      if (codec != null) {
-        valDecompressor = CodecPool.getDecompressor(codec);
-        deflatFilter = codec.createInputStream(decompressBuffer,
-            valDecompressor);
-      }
-      if (codec != null) {
-        numCompressed = decompressedFlag.length;
-      } else {
-        numCompressed = 0;
-      }
-      for (int k = 0, readIndex = 0; k < columnNumber; k++) {
-        if (skippedColIDs[k]) {
-          continue;
-        }
-        loadedColumnsValueBuffer[readIndex] = new NonSyncDataOutputBuffer();
-        if (codec != null) {
-          decompressedFlag[readIndex] = false;
-          lazyDecompressCallbackObjs[readIndex] = new LazyDecompressionCallbackImpl(
-              readIndex, k);
-          compressedColumnsValueBuffer[readIndex] = new NonSyncDataOutputBuffer();
-        } else {
-          decompressedFlag[readIndex] = true;
-        }
-        readIndex++;
-      }
-    }
-
-    @SuppressWarnings("unused")
-    @Deprecated
-    public void setColumnValueBuffer(NonSyncDataOutputBuffer valBuffer,
-        int addIndex) {
-      loadedColumnsValueBuffer[addIndex] = valBuffer;
-    }
-
-    @Override
-    public void readFields(DataInput in) throws IOException {
-      int addIndex = 0;
-      int skipTotal = 0;
-      for (int i = 0; i < columnNumber; i++) {
-        int vaRowsLen = keyBuffer.eachColumnValueLen[i];
-        // skip this column
-        if (skippedColIDs[i]) {
-          skipTotal += vaRowsLen;
-          continue;
-        }
-
-        if (skipTotal != 0) {
-          in.skipBytes(skipTotal);
-          skipTotal = 0;
-        }
-
-        NonSyncDataOutputBuffer valBuf;
-        if (codec != null){
-           // load into compressed buf first
-          valBuf = compressedColumnsValueBuffer[addIndex];
-        } else {
-          valBuf = loadedColumnsValueBuffer[addIndex];
-        }
-        valBuf.reset();
-        valBuf.write(in, vaRowsLen);
-        if (codec != null) {
-          decompressedFlag[addIndex] = false;
-          if (!lazyDecompress) {
-            lazyDecompressCallbackObjs[addIndex].decompress();
-            decompressedFlag[addIndex] = true;
-          }
-        }
-        addIndex++;
-      }
-      if (codec != null) {
-        numCompressed = decompressedFlag.length;
-      }
-
-      if (skipTotal != 0) {
-        in.skipBytes(skipTotal);
-      }
-    }
-
-    @Override
-    public void write(DataOutput out) throws IOException {
-      if (codec != null) {
-        for (NonSyncDataOutputBuffer currentBuf : compressedColumnsValueBuffer) {
-          out.write(currentBuf.getData(), 0, currentBuf.getLength());
-        }
-      } else {
-        for (NonSyncDataOutputBuffer currentBuf : loadedColumnsValueBuffer) {
-          out.write(currentBuf.getData(), 0, currentBuf.getLength());
-        }
-      }
-    }
-
-    public void nullColumn(int columnIndex) {
-      if (codec != null) {
-        compressedColumnsValueBuffer[columnIndex].reset();
-      } else {
-        loadedColumnsValueBuffer[columnIndex].reset();
-      }
-    }
-
-    public void clearColumnBuffer() throws IOException {
-      decompressBuffer.reset();
-    }
-
-    public void close() {
-      for (NonSyncDataOutputBuffer element : loadedColumnsValueBuffer) {
-        IOUtils.closeStream(element);
-      }
-      if (codec != null) {
-        IOUtils.closeStream(decompressBuffer);
-        if (valDecompressor != null) {
-          // Make sure we only return valDecompressor once.
-          CodecPool.returnDecompressor(valDecompressor);
-          valDecompressor = null;
-        }
-      }
-    }
-
-    @Override
-    public int compareTo(Object arg0) {
-      throw new RuntimeException("compareTo not supported in class "
-          + this.getClass().getName());
-    }
-  }
-
-  /**
-   * Create a metadata object with alternating key-value pairs.
-   * Eg. metadata(key1, value1, key2, value2)
-   */
-  public static Metadata createMetadata(Text... values) {
-    if (values.length % 2 != 0) {
-      throw new IllegalArgumentException("Must have a matched set of " +
-                                         "key-value pairs. " + values.length+
-                                         " strings supplied.");
-    }
-    Metadata result = new Metadata();
-    for(int i=0; i < values.length; i += 2) {
-      result.set(values[i], values[i+1]);
-    }
-    return result;
-  }
-
-  /**
-   * Write KeyBuffer/ValueBuffer pairs to a RCFile. RCFile's format is
-   * compatible with SequenceFile's.
-   *
-   */
-  public static class Writer {
-
-    Configuration conf;
-    FSDataOutputStream out;
-
-    CompressionCodec codec = null;
-    Metadata metadata = null;
-
-    // Insert a globally unique 16-byte value every few entries, so that one
-    // can seek into the middle of a file and then synchronize with record
-    // starts and ends by scanning for this value.
-    long lastSyncPos; // position of last sync
-    byte[] sync; // 16 random bytes
-    {
-      try {
-        MessageDigest digester = MessageDigest.getInstance("MD5");
-        long time = System.currentTimeMillis();
-        digester.update((new UID() + "@" + time).getBytes());
-        sync = digester.digest();
-      } catch (Exception e) {
-        throw new RuntimeException(e);
-      }
-    }
-
-    // how many records the writer buffers before it writes to disk
-    private int RECORD_INTERVAL = Integer.MAX_VALUE;
-    // the max size of memory for buffering records before writes them out
-    private int columnsBufferSize = 4 * 1024 * 1024; // 4M
-    // the conf string for COLUMNS_BUFFER_SIZE
-    public static String COLUMNS_BUFFER_SIZE_CONF_STR = "hive.io.rcfile.record.buffer.size";
-
-    // how many records already buffered
-    private int bufferedRecords = 0;
-
-    private final ColumnBuffer[] columnBuffers;
-
-    private int columnNumber = 0;
-
-    private final int[] columnValuePlainLength;
-
-    KeyBuffer key = null;
-    private final int[] plainTotalColumnLength;
-    private final int[] comprTotalColumnLength;
-
-    boolean useNewMagic = true;
-
-    /*
-     * used for buffering appends before flush them out
-     */
-    class ColumnBuffer {
-      // used for buffer a column's values
-      NonSyncDataOutputBuffer columnValBuffer;
-      // used to store each value's length
-      NonSyncDataOutputBuffer valLenBuffer;
-
-      /*
-       * use a run-length encoding. We only record run length if a same
-       * 'prevValueLen' occurs more than one time. And we negative the run
-       * length to distinguish a runLength and a normal value length. For
-       * example, if the values' lengths are 1,1,1,2, we record 1, ~2,2. And for
-       * value lengths 1,2,3 we record 1,2,3.
-       */
-      int runLength = 0;
-      int prevValueLength = -1;
-
-      ColumnBuffer() throws IOException {
-        columnValBuffer = new NonSyncDataOutputBuffer();
-        valLenBuffer = new NonSyncDataOutputBuffer();
-      }
-
-      public void append(BytesRefWritable data) throws IOException {
-        data.writeDataTo(columnValBuffer);
-        int currentLen = data.getLength();
-
-        if (prevValueLength < 0) {
-          startNewGroup(currentLen);
-          return;
-        }
-
-        if (currentLen != prevValueLength) {
-          flushGroup();
-          startNewGroup(currentLen);
-        } else {
-          runLength++;
-        }
-      }
-
-      private void startNewGroup(int currentLen) {
-        prevValueLength = currentLen;
-        runLength = 0;
-      }
-
-      public void clear() throws IOException {
-        valLenBuffer.reset();
-        columnValBuffer.reset();
-        prevValueLength = -1;
-        runLength = 0;
-      }
-
-      public void flushGroup() throws IOException {
-        if (prevValueLength >= 0) {
-          WritableUtils.writeVLong(valLenBuffer, prevValueLength);
-          if (runLength > 0) {
-            WritableUtils.writeVLong(valLenBuffer, ~runLength);
-          }
-          runLength = -1;
-          prevValueLength = -1;
-        }
-      }
-    }
-
-    public long getLength() throws IOException {
-      return out.getPos();
-    }
-
-    /** Constructs a RCFile Writer. */
-    public Writer(FileSystem fs, Configuration conf, Path name) throws IOException {
-      this(fs, conf, name, null, new Metadata(), null);
-    }
-
-    /**
-     * Constructs a RCFile Writer.
-     *
-     * @param fs
-     *          the file system used
-     * @param conf
-     *          the configuration file
-     * @param name
-     *          the file name
-     * @throws IOException
-     */
-    public Writer(FileSystem fs, Configuration conf, Path name,
-        Progressable progress, CompressionCodec codec) throws IOException {
-      this(fs, conf, name, progress, new Metadata(), codec);
-    }
-
-    /**
-     * Constructs a RCFile Writer.
-     *
-     * @param fs
-     *          the file system used
-     * @param conf
-     *          the configuration file
-     * @param name
-     *          the file name
-     * @param progress a progress meter to update as the file is written
-     * @param metadata a string to string map in the file header
-     * @throws IOException
-     */
-    public Writer(FileSystem fs, Configuration conf, Path name,
-        Progressable progress, Metadata metadata, CompressionCodec codec) throws IOException {
-      this(fs, conf, name, fs.getConf().getInt("io.file.buffer.size", 4096),
-              ShimLoader.getHadoopShims().getDefaultReplication(fs, name),
-              ShimLoader.getHadoopShims().getDefaultBlockSize(fs, name), progress,
-          metadata, codec);
-    }
-
-    /**
-     *
-     * Constructs a RCFile Writer.
-     *
-     * @param fs
-     *          the file system used
-     * @param conf
-     *          the configuration file
-     * @param name
-     *          the file name
-     * @param bufferSize the size of the file buffer
-     * @param replication the number of replicas for the file
-     * @param blockSize the block size of the file
-     * @param progress the progress meter for writing the file
-     * @param metadata a string to string map in the file header
-     * @throws IOException
-     */
-    public Writer(FileSystem fs, Configuration conf, Path name, int bufferSize,
-        short replication, long blockSize, Progressable progress,
-        Metadata metadata, CompressionCodec codec) throws IOException {
-      RECORD_INTERVAL = conf.getInt(RECORD_INTERVAL_CONF_STR, RECORD_INTERVAL);
-      columnNumber = conf.getInt(COLUMN_NUMBER_CONF_STR, 0);
-
-      if (metadata == null) {
-        metadata = new Metadata();
-      }
-      metadata.set(new Text(COLUMN_NUMBER_METADATA_STR), new Text(""
-          + columnNumber));
-
-      columnsBufferSize = conf.getInt(COLUMNS_BUFFER_SIZE_CONF_STR,
-          4 * 1024 * 1024);
-
-      columnValuePlainLength = new int[columnNumber];
-
-      columnBuffers = new ColumnBuffer[columnNumber];
-      for (int i = 0; i < columnNumber; i++) {
-        columnBuffers[i] = new ColumnBuffer();
-      }
-
-      init(conf, fs.create(name, true, bufferSize, replication,
-        blockSize, progress), codec, metadata);
-      initializeFileHeader();
-      writeFileHeader();
-      finalizeFileHeader();
-      key = new KeyBuffer(columnNumber);
-
-      plainTotalColumnLength = new int[columnNumber];
-      comprTotalColumnLength = new int[columnNumber];
-    }
-
-    /** Write the initial part of file header. */
-    void initializeFileHeader() throws IOException {
-      if (useNewMagic) {
-        out.write(MAGIC);
-        out.write(CURRENT_VERSION);
-      } else {
-        out.write(ORIGINAL_MAGIC_VERSION);
-      }
-    }
-
-    /** Write the final part of file header. */
-    void finalizeFileHeader() throws IOException {
-      out.write(sync); // write the sync bytes
-      out.flush(); // flush header
-    }
-
-    boolean isCompressed() {
-      return codec != null;
-    }
-
-    /** Write and flush the file header. */
-    void writeFileHeader() throws IOException {
-      if (useNewMagic) {
-        out.writeBoolean(isCompressed());
-      } else {
-        Text.writeString(out, KeyBuffer.class.getName());
-        Text.writeString(out, ValueBuffer.class.getName());
-        out.writeBoolean(isCompressed());
-        out.writeBoolean(false);
-      }
-
-      if (isCompressed()) {
-        Text.writeString(out, (codec.getClass()).getName());
-      }
-      metadata.write(out);
-    }
-
-    void init(Configuration conf, FSDataOutputStream out,
-        CompressionCodec codec, Metadata metadata) throws IOException {
-      this.conf = conf;
-      this.out = out;
-      this.codec = codec;
-      this.metadata = metadata;
-      this.useNewMagic =
-          conf.getBoolean(HiveConf.ConfVars.HIVEUSEEXPLICITRCFILEHEADER.varname, true);
-    }
-
-    /** Returns the compression codec of data in this file. */
-    @SuppressWarnings("unused")
-    @Deprecated
-    public CompressionCodec getCompressionCodec() {
-      return codec;
-    }
-
-    /** create a sync point. */
-    public void sync() throws IOException {
-      if (sync != null && lastSyncPos != out.getPos()) {
-        out.writeInt(SYNC_ESCAPE); // mark the start of the sync
-        out.write(sync); // write sync
-        lastSyncPos = out.getPos(); // update lastSyncPos
-      }
-    }
-
-    /** Returns the configuration of this file. */
-    @SuppressWarnings("unused")
-    @Deprecated
-    Configuration getConf() {
-      return conf;
-    }
-
-    private void checkAndWriteSync() throws IOException {
-      if (sync != null && out.getPos() >= lastSyncPos + SYNC_INTERVAL) {
-        sync();
-      }
-    }
-
-    private int columnBufferSize = 0;
-
-    /**
-     * Append a row of values. Currently it only can accept <
-     * {@link BytesRefArrayWritable}. If its <code>size()</code> is less than the
-     * column number in the file, zero bytes are appended for the empty columns.
-     * If its size() is greater then the column number in the file, the exceeded
-     * columns' bytes are ignored.
-     *
-     * @param val a BytesRefArrayWritable with the list of serialized columns
-     * @throws IOException
-     */
-    public void append(Writable val) throws IOException {
-
-      if (!(val instanceof BytesRefArrayWritable)) {
-        throw new UnsupportedOperationException(
-            "Currently the writer can only accept BytesRefArrayWritable");
-      }
-
-      BytesRefArrayWritable columns = (BytesRefArrayWritable) val;
-      int size = columns.size();
-      for (int i = 0; i < size; i++) {
-        BytesRefWritable cu = columns.get(i);
-        int plainLen = cu.getLength();
-        columnBufferSize += plainLen;
-        columnValuePlainLength[i] += plainLen;
-        columnBuffers[i].append(cu);
-      }
-
-      if (size < columnNumber) {
-        for (int i = columns.size(); i < columnNumber; i++) {
-          columnBuffers[i].append(BytesRefWritable.ZeroBytesRefWritable);
-        }
-      }
-
-      bufferedRecords++;
-      if ((columnBufferSize > columnsBufferSize)
-          || (bufferedRecords >= RECORD_INTERVAL)) {
-        flushRecords();
-      }
-    }
-
-    private void flushRecords() throws IOException {
-
-      key.numberRows = bufferedRecords;
-
-      Compressor compressor = null;
-      NonSyncDataOutputBuffer valueBuffer = null;
-      CompressionOutputStream deflateFilter = null;
-      DataOutputStream deflateOut = null;
-      boolean isCompressed = isCompressed();
-      int valueLength = 0;
-      if (isCompressed) {
-        ReflectionUtils.setConf(codec, this.conf);
-        compressor = CodecPool.getCompressor(codec);
-        valueBuffer = new NonSyncDataOutputBuffer();
-        deflateFilter = codec.createOutputStream(valueBuffer, compressor);
-        deflateOut = new DataOutputStream(deflateFilter);
-      }
-
-      for (int columnIndex = 0; columnIndex < columnNumber; columnIndex++) {
-        ColumnBuffer currentBuf = columnBuffers[columnIndex];
-        currentBuf.flushGroup();
-
-        NonSyncDataOutputBuffer columnValue = currentBuf.columnValBuffer;
-        int colLen;
-        int plainLen = columnValuePlainLength[columnIndex];
-
-        if (isCompressed) {
-          if (deflateFilter instanceof SchemaAwareCompressionOutputStream) {
-            ((SchemaAwareCompressionOutputStream)deflateFilter).
-              setColumnIndex(columnIndex);
-          }
-          deflateFilter.resetState();
-          deflateOut.write(columnValue.getData(), 0, columnValue.getLength());
-          deflateOut.flush();
-          deflateFilter.finish();
-          // find how much compressed data was added for this column
-          colLen = valueBuffer.getLength() - valueLength;
-        } else {
-          colLen = columnValuePlainLength[columnIndex];
-        }
-        valueLength += colLen;
-        key.setColumnLenInfo(colLen, currentBuf.valLenBuffer, plainLen,
-          columnIndex);
-        plainTotalColumnLength[columnIndex] += plainLen;
-        comprTotalColumnLength[columnIndex] += colLen;
-        columnValuePlainLength[columnIndex] = 0;
-      }
-
-      int keyLength = key.getSize();
-      if (keyLength < 0) {
-        throw new IOException("negative length keys not allowed: " + key);
-      }
-      if (compressor != null) {
-        CodecPool.returnCompressor(compressor);
-      }
-
-      // Write the key out
-      writeKey(key, keyLength + valueLength, keyLength);
-      // write the value out
-      if (isCompressed) {
-        out.write(valueBuffer.getData(), 0, valueBuffer.getLength());
-      } else {
-        for(int columnIndex=0; columnIndex < columnNumber; ++columnIndex) {
-          NonSyncDataOutputBuffer buf =
-            columnBuffers[columnIndex].columnValBuffer;
-          out.write(buf.getData(), 0, buf.getLength());
-        }
-      }
-
-      // clear the columnBuffers
-      clearColumnBuffers();
-
-      bufferedRecords = 0;
-      columnBufferSize = 0;
-    }
-
-    /**
-     * flush a block out without doing anything except compressing the key part.
-     */
-    public void flushBlock(KeyBuffer keyBuffer, ValueBuffer valueBuffer,
-        int recordLen, int keyLength,
-        @SuppressWarnings("unused") int compressedKeyLen) throws IOException {
-      writeKey(keyBuffer, recordLen, keyLength);
-      valueBuffer.write(out);
-    }
-
-    private void writeKey(KeyBuffer keyBuffer, int recordLen,
-                          int keyLength) throws IOException {
-      checkAndWriteSync(); // sync
-      out.writeInt(recordLen); // total record length
-      out.writeInt(keyLength); // key portion length
-
-      if(this.isCompressed()) {
-        Compressor compressor = CodecPool.getCompressor(codec);
-        NonSyncDataOutputBuffer compressionBuffer =
-          new NonSyncDataOutputBuffer();
-        CompressionOutputStream deflateFilter =
-          codec.createOutputStream(compressionBuffer, compressor);
-        DataOutputStream deflateOut = new DataOutputStream(deflateFilter);
-        //compress key and write key out
-        compressionBuffer.reset();
-        deflateFilter.resetState();
-        keyBuffer.write(deflateOut);
-        deflateOut.flush();
-        deflateFilter.finish();
-        int compressedKeyLen = compressionBuffer.getLength();
-        out.writeInt(compressedKeyLen);
-        out.write(compressionBuffer.getData(), 0, compressedKeyLen);
-        CodecPool.returnCompressor(compressor);
-      } else {
-        out.writeInt(keyLength);
-        keyBuffer.write(out);
-      }
-    }
-
-    private void clearColumnBuffers() throws IOException {
-      for (int i = 0; i < columnNumber; i++) {
-        columnBuffers[i].clear();
-      }
-    }
-
-    public synchronized void close() throws IOException {
-      if (bufferedRecords > 0) {
-        flushRecords();
-      }
-      clearColumnBuffers();
-
-      if (out != null) {
-
-        // Close the underlying stream if we own it...
-        out.flush();
-        out.close();
-        out = null;
-      }
-      for (int i = 0; i < columnNumber; i++) {
-        LOG.info("Column#" + i + " : Plain Total Column Value Length: "
-          + plainTotalColumnLength[i]
-          + ",  Compr Total Column Value Length: " + comprTotalColumnLength[i]);
-      }
-    }
-  }
-
-  /**
-   * Read KeyBuffer/ValueBuffer pairs from a RCFile.
-   *
-   */
-  public static class Reader {
-    private static class SelectedColumn {
-      public int colIndex;
-      public int rowReadIndex;
-      public int runLength;
-      public int prvLength;
-      public boolean isNulled;
-    }
-    private final Path file;
-    private final FSDataInputStream in;
-
-    private byte version;
-
-    private CompressionCodec codec = null;
-    private Metadata metadata = null;
-
-    private final byte[] sync = new byte[SYNC_HASH_SIZE];
-    private final byte[] syncCheck = new byte[SYNC_HASH_SIZE];
-    private boolean syncSeen;
-    private long lastSeenSyncPos = 0;
-
-    private long headerEnd;
-    private final long end;
-    private int currentKeyLength;
-    private int currentRecordLength;
-
-    private final Configuration conf;
-
-    private final ValueBuffer currentValue;
-
-    private int readRowsIndexInBuffer = 0;
-
-    private int recordsNumInValBuffer = 0;
-
-    private int columnNumber = 0;
-
-    private int loadColumnNum;
-
-    private int passedRowsNum = 0;
-
-    // Should we try to tolerate corruption? Default is No.
-    private boolean tolerateCorruptions = false;
-
-    private boolean decompress = false;
-
-    private Decompressor keyDecompressor;
-    NonSyncDataOutputBuffer keyDecompressedData = new NonSyncDataOutputBuffer();
-
-    //Current state of each selected column - e.g. current run length, etc.
-    // The size of the array is equal to the number of selected columns
-    private final SelectedColumn[] selectedColumns;
-
-    // map of original column id -> index among selected columns
-    private final int[] revPrjColIDs;
-
-    // column value lengths for each of the selected columns
-    private final NonSyncDataInputBuffer[] colValLenBufferReadIn;
-
-    /** Create a new RCFile reader. */
-    public Reader(FileSystem fs, Path file, Configuration conf) throws IOException {
-      this(fs, file, conf.getInt("io.file.buffer.size", 4096), conf, 0, fs
-          .getFileStatus(file).getLen());
-    }
-
-    /** Create a new RCFile reader. */
-    public Reader(FileSystem fs, Path file, int bufferSize, Configuration conf,
-        long start, long length) throws IOException {
-      tolerateCorruptions = conf.getBoolean(
-        TOLERATE_CORRUPTIONS_CONF_STR, false);
-      conf.setInt("io.file.buffer.size", bufferSize);
-      this.file = file;
-      in = openFile(fs, file, bufferSize, length);
-      this.conf = conf;
-      end = start + length;
-      boolean succeed = false;
-      try {
-        if (start > 0) {
-          seek(0);
-          init();
-          seek(start);
-        } else {
-          init();
-        }
-        succeed = true;
-      } finally {
-        if (!succeed) {
-          if (in != null) {
-            try {
-              in.close();
-            } catch(IOException e) {
-              if (LOG != null && LOG.isDebugEnabled()) {
-                LOG.debug("Exception in closing " + in, e);
-              }
-            }
-          }
-        }
-      }
-
-      columnNumber = Integer.parseInt(metadata.get(
-          new Text(COLUMN_NUMBER_METADATA_STR)).toString());
-
-      List<Integer> notSkipIDs = ColumnProjectionUtils
-          .getReadColumnIDs(conf);
-      boolean[] skippedColIDs = new boolean[columnNumber];
-      if(ColumnProjectionUtils.isReadAllColumns(conf)) {
-        Arrays.fill(skippedColIDs, false);
-      } else if (notSkipIDs.size() > 0) {
-        Arrays.fill(skippedColIDs, true);
-        for (int read : notSkipIDs) {
-          if (read < columnNumber) {
-            skippedColIDs[read] = false;
-          }
-        }
-      } else {
-        // select count(1)
-        Arrays.fill(skippedColIDs, true);
-      }
-      loadColumnNum = columnNumber;
-      if (skippedColIDs.length > 0) {
-        for (boolean skippedColID : skippedColIDs) {
-          if (skippedColID) {
-            loadColumnNum -= 1;
-          }
-        }
-      }
-
-
-      revPrjColIDs = new int[columnNumber];
-      // get list of selected column IDs
-      selectedColumns = new SelectedColumn[loadColumnNum];
-      colValLenBufferReadIn = new NonSyncDataInputBuffer[loadColumnNum];
-      for (int i = 0, j = 0; i < columnNumber; ++i) {
-        if (!skippedColIDs[i]) {
-          SelectedColumn col = new SelectedColumn();
-          col.colIndex = i;
-          col.runLength = 0;
-          col.prvLength = -1;
-          col.rowReadIndex = 0;
-          selectedColumns[j] = col;
-          colValLenBufferReadIn[j] = new NonSyncDataInputBuffer();
-          revPrjColIDs[i] = j;
-          j++;
-        } else {
-          revPrjColIDs[i] = -1;
-        }
-      }
-
-      currentKey = createKeyBuffer();
-      boolean lazyDecompress = !tolerateCorruptions;
-      currentValue = new ValueBuffer(
-        null, columnNumber, skippedColIDs, codec, lazyDecompress);
-    }
-
-    /**
-     * Return the metadata (Text to Text map) that was written into the
-     * file.
-     */
-    public Metadata getMetadata() {
-      return metadata;
-    }
-
-    /**
-     * Return the metadata value associated with the given key.
-     * @param key the metadata key to retrieve
-     */
-    public Text getMetadataValueOf(Text key) {
-      return metadata.get(key);
-    }
-
-    /**
-     * Override this method to specialize the type of
-     * {@link FSDataInputStream} returned.
-     */
-    protected FSDataInputStream openFile(FileSystem fs, Path file,
-        int bufferSize, long length) throws IOException {
-      return fs.open(file, bufferSize);
-    }
-
-    private void init() throws IOException {
-      byte[] magic = new byte[MAGIC.length];
-      in.readFully(magic);
-
-      if (Arrays.equals(magic, ORIGINAL_MAGIC)) {
-        byte vers = in.readByte();
-        if (vers != ORIGINAL_MAGIC_VERSION_WITH_METADATA) {
-          throw new IOException(file + " is a version " + vers +
-                                " SequenceFile instead of an RCFile.");
-        }
-        version = ORIGINAL_VERSION;
-      } else {
-        if (!Arrays.equals(magic, MAGIC)) {
-          throw new IOException(file + " not a RCFile and has magic of " +
-                                new String(magic));
-        }
-
-        // Set 'version'
-        version = in.readByte();
-        if (version > CURRENT_VERSION) {
-          throw new VersionMismatchException((byte) CURRENT_VERSION, version);
-        }
-      }
-
-      if (version == ORIGINAL_VERSION) {
-        try {
-          Class<?> keyCls = conf.getClassByName(Text.readString(in));
-          Class<?> valCls = conf.getClassByName(Text.readString(in));
-          if (!keyCls.equals(KeyBuffer.class)
-              || !valCls.equals(ValueBuffer.class)) {
-            throw new IOException(file + " not a RCFile");
-          }
-        } catch (ClassNotFoundException e) {
-          throw new IOException(file + " not a RCFile", e);
-        }
-      }
-
-      decompress = in.readBoolean(); // is compressed?
-
-      if (version == ORIGINAL_VERSION) {
-        // is block-compressed? it should be always false.
-        boolean blkCompressed = in.readBoolean();
-        if (blkCompressed) {
-          throw new IOException(file + " not a RCFile.");
-        }
-      }
-
-      // setup the compression codec
-      if (decompress) {
-        String codecClassname = Text.readString(in);
-        try {
-          Class<? extends CompressionCodec> codecClass = conf.getClassByName(
-              codecClassname).asSubclass(CompressionCodec.class);
-          codec = ReflectionUtils.newInstance(codecClass, conf);
-        } catch (ClassNotFoundException cnfe) {
-          throw new IllegalArgumentException(
-              "Unknown codec: " + codecClassname, cnfe);
-        }
-        keyDecompressor = CodecPool.getDecompressor(codec);
-      }
-
-      metadata = new Metadata();
-      metadata.readFields(in);
-
-      in.readFully(sync); // read sync bytes
-      headerEnd = in.getPos();
-    }
-
-    /** Return the current byte position in the input file. */
-    public synchronized long getPosition() throws IOException {
-      return in.getPos();
-    }
-
-    /**
-     * Set the current byte position in the input file.
-     *
-     * <p>
-     * The position passed must be a position returned by
-     * {@link RCFile.Writer#getLength()} when writing this file. To seek to an
-     * arbitrary position, use {@link RCFile.Reader#sync(long)}. In another
-     * words, the current seek can only seek to the end of the file. For other
-     * positions, use {@link RCFile.Reader#sync(long)}.
-     */
-    public synchronized void seek(long position) throws IOException {
-      in.seek(position);
-    }
-
-    /**
-     * Resets the values which determine if there are more rows in the buffer
-     *
-     * This can be used after one calls seek or sync, if one called next before that.
-     * Otherwise, the seek or sync will have no effect, it will continue to get rows from the
-     * buffer built up from the call to next.
-     */
-    public synchronized void resetBuffer() {
-      readRowsIndexInBuffer = 0;
-      recordsNumInValBuffer = 0;
-    }
-
-    /** Seek to the next sync mark past a given position. */
-    public synchronized void sync(long position) throws IOException {
-      if (position + SYNC_SIZE >= end) {
-        seek(end);
-        return;
-      }
-
-      //this is to handle syn(pos) where pos < headerEnd.
-      if (position < headerEnd) {
-        // seek directly to first record
-        in.seek(headerEnd);
-        // note the sync marker "seen" in the header
-        syncSeen = true;
-        return;
-      }
-
-      try {
-        seek(position + 4); // skip escape
-
-        int prefix = sync.length;
-        int n = conf.getInt("io.bytes.per.checksum", 512);
-        byte[] buffer = new byte[prefix+n];
-        n = (int)Math.min(n, end - in.getPos());
-        /* fill array with a pattern that will never match sync */
-        Arrays.fill(buffer, (byte)(~sync[0]));
-        while(n > 0 && (in.getPos() + n) <= end) {
-          position = in.getPos();
-          in.readFully(buffer, prefix, n);
-          /* the buffer has n+sync bytes */
-          for(int i = 0; i < n; i++) {
-            int j;
-            for(j = 0; j < sync.length && sync[j] == buffer[i+j]; j++) {
-              /* nothing */
-            }
-            if(j == sync.length) {
-              /* simplified from (position + (i - prefix) + sync.length) - SYNC_SIZE */
-              in.seek(position + i - SYNC_SIZE);
-              return;
-            }
-          }
-          /* move the last 16 bytes to the prefix area */
-          System.arraycopy(buffer, buffer.length - prefix, buffer, 0, prefix);
-          n = (int)Math.min(n, end - in.getPos());
-        }
-      } catch (ChecksumException e) { // checksum failure
-        handleChecksumException(e);
-      }
-    }
-
-    private void handleChecksumException(ChecksumException e) throws IOException {
-      if (conf.getBoolean("io.skip.checksum.errors", false)) {
-        LOG.warn("Bad checksum at " + getPosition() + ". Skipping entries.");
-        sync(getPosition() + conf.getInt("io.bytes.per.checksum", 512));
-      } else {
-        throw e;
-      }
-    }
-
-    private KeyBuffer createKeyBuffer() {
-      return new KeyBuffer(columnNumber);
-    }
-
-    /**
-     * Read and return the next record length, potentially skipping over a sync
-     * block.
-     *
-     * @return the length of the next record or -1 if there is no next record
-     * @throws IOException
-     */
-    private synchronized int readRecordLength() throws IOException {
-      if (in.getPos() >= end) {
-        return -1;
-      }
-      int length = in.readInt();
-      if (sync != null && length == SYNC_ESCAPE) { // process
-        // a
-        // sync entry
-        lastSeenSyncPos = in.getPos() - 4; // minus SYNC_ESCAPE's length
-        in.readFully(syncCheck); // read syncCheck
-        if (!Arrays.equals(sync, syncCheck)) {
-          throw new IOException("File is corrupt!");
-        }
-        syncSeen = true;
-        if (in.getPos() >= end) {
-          return -1;
-        }
-        length = in.readInt(); // re-read length
-      } else {
-        syncSeen = false;
-      }
-      return length;
-    }
-
-    private void seekToNextKeyBuffer() throws IOException {
-      if (!keyInit) {
-        return;
-      }
-      if (!currentValue.inited) {
-        in.skip(currentRecordLength - currentKeyLength);
-      }
-    }
-
-    private int compressedKeyLen = 0;
-    NonSyncDataInputBuffer keyDataIn = new NonSyncDataInputBuffer();
-    NonSyncDataInputBuffer keyDecompressBuffer = new NonSyncDataInputBuffer();
-    NonSyncDataOutputBuffer keyTempBuffer = new NonSyncDataOutputBuffer();
-
-    KeyBuffer currentKey = null;
-    boolean keyInit = false;
-
-    protected int nextKeyBuffer() throws IOException {
-      seekToNextKeyBuffer();
-      currentRecordLength = readRecordLength();
-      if (currentRecordLength == -1) {
-        keyInit = false;
-        return -1;
-      }
-      currentKeyLength = in.readInt();
-      compressedKeyLen = in.readInt();
-      if (decompress) {
-        keyTempBuffer.reset();
-        keyTempBuffer.write(in, compressedKeyLen);
-        keyDecompressBuffer.reset(keyTempBuffer.getData(), compressedKeyLen);
-        CompressionInputStream deflatFilter = codec.createInputStream(
-            keyDecompressBuffer, keyDecompressor);
-        DataInputStream compressedIn = new DataInputStream(deflatFilter);
-        deflatFilter.resetState();
-        keyDecompressedData.reset();
-        keyDecompressedData.write(compressedIn, currentKeyLength);
-        keyDataIn.reset(keyDecompressedData.getData(), currentKeyLength);
-        currentKey.readFields(keyDataIn);
-      } else {
-        currentKey.readFields(in);
-      }
-
-      keyInit = true;
-      currentValue.inited = false;
-
-      readRowsIndexInBuffer = 0;
-      recordsNumInValBuffer = currentKey.numberRows;
-
-      for (int selIx = 0; selIx < selectedColumns.length; selIx++) {
-        SelectedColumn col = selectedColumns[selIx];
-        int colIx = col.colIndex;
-        NonSyncDataOutputBuffer buf = currentKey.allCellValLenBuffer[colIx];
-        colValLenBufferReadIn[selIx].reset(buf.getData(), buf.getLength());
-        col.rowReadIndex = 0;
-        col.runLength = 0;
-        col.prvLength = -1;
-        col.isNulled = colValLenBufferReadIn[selIx].getLength() == 0;
-      }
-
-      return currentKeyLength;
-    }
-
-    protected void currentValueBuffer() throws IOException {
-      if (!keyInit) {
-        nextKeyBuffer();
-      }
-      currentValue.keyBuffer = currentKey;
-      currentValue.clearColumnBuffer();
-      currentValue.readFields(in);
-      currentValue.inited = true;
-    }
-
-    public boolean nextBlock() throws IOException {
-      int keyLength = nextKeyBuffer();
-      if(keyLength > 0) {
-        currentValueBuffer();
-        return true;
-      }
-      return false;
-    }
-
-    private boolean rowFetched = false;
-
-    // use this buffer to hold column's cells value length for usages in
-    // getColumn(), instead of using colValLenBufferReadIn directly.
-    private final NonSyncDataInputBuffer fetchColumnTempBuf = new NonSyncDataInputBuffer();
-
-    /**
-     * Fetch all data in the buffer for a given column. This is useful for
-     * columnar operators, which perform operations on an array data of one
-     * column. It should be used together with {@link #nextColumnsBatch()}.
-     * Calling getColumn() with not change the result of
-     * {@link #next(LongWritable)} and
-     * {@link #getCurrentRow(BytesRefArrayWritable)}.
-     *
-     * @param columnID the number of the column to get 0 to N-1
-     * @throws IOException
-     */
-    public BytesRefArrayWritable getColumn(int columnID,
-        BytesRefArrayWritable rest) throws IOException {
-      int selColIdx = revPrjColIDs[columnID];
-      if (selColIdx == -1) {
-        return null;
-      }
-
-      if (rest == null) {
-        rest = new BytesRefArrayWritable();
-      }
-
-      rest.resetValid(recordsNumInValBuffer);
-
-      if (!currentValue.inited) {
-        currentValueBuffer();
-      }
-
-      int columnNextRowStart = 0;
-      fetchColumnTempBuf.reset(currentKey.allCellValLenBuffer[columnID]
-          .getData(), currentKey.allCellValLenBuffer[columnID].getLength());
-      SelectedColumn selCol = selectedColumns[selColIdx];
-      byte[] uncompData = null;
-      ValueBuffer.LazyDecompressionCallbackImpl decompCallBack = null;
-      boolean decompressed = currentValue.decompressedFlag[selColIdx];
-      if (decompressed) {
-        uncompData =
-              currentValue.loadedColumnsValueBuffer[selColIdx].getData();
-      } else {
-        decompCallBack = currentValue.lazyDecompressCallbackObjs[selColIdx];
-      }
-      for (int i = 0; i < recordsNumInValBuffer; i++) {
-        colAdvanceRow(selColIdx, selCol);
-        int length = selCol.prvLength;
-
-        BytesRefWritable currentCell = rest.get(i);
-
-        if (decompressed) {
-          currentCell.set(uncompData, columnNextRowStart, length);
-        } else {
-          currentCell.set(decompCallBack, columnNextRowStart, length);
-        }
-        columnNextRowStart = columnNextRowStart + length;
-      }
-      return rest;
-    }
-
-    /**
-     * Read in next key buffer and throw any data in current key buffer and
-     * current value buffer. It will influence the result of
-     * {@link #next(LongWritable)} and
-     * {@link #getCurrentRow(BytesRefArrayWritable)}
-     *
-     * @return whether there still has records or not
-     * @throws IOException
-     */
-    @SuppressWarnings("unused")
-    @Deprecated
-    public synchronized boolean nextColumnsBatch() throws IOException {
-      passedRowsNum += (recordsNumInValBuffer - readRowsIndexInBuffer);
-      return nextKeyBuffer() > 0;
-    }
-
-    /**
-     * Returns how many rows we fetched with next(). It only means how many rows
-     * are read by next(). The returned result may be smaller than actual number
-     * of rows passed by, because {@link #seek(long)},
-     * {@link #nextColumnsBatch()} can change the underlying key buffer and
-     * value buffer.
-     *
-     * @return next row number
-     * @throws IOException
-     */
-    public synchronized boolean next(LongWritable readRows) throws IOException {
-      if (hasRecordsInBuffer()) {
-        readRows.set(passedRowsNum);
-        readRowsIndexInBuffer++;
-        passedRowsNum++;
-        rowFetched = false;
-        return true;
-      } else {
-        keyInit = false;
-      }
-
-      int ret = -1;
-      if (tolerateCorruptions) {
-        ret = nextKeyValueTolerateCorruptions();
-      } else {
-        try {
-          ret = nextKeyBuffer();
-        } catch (EOFException eof) {
-          eof.printStackTrace();
-        }
-      }
-      return (ret > 0) && next(readRows);
-    }
-
-    private int nextKeyValueTolerateCorruptions() throws IOException {
-      long currentOffset = in.getPos();
-      int ret;
-      try {
-        ret = nextKeyBuffer();
-        this.currentValueBuffer();
-      } catch (IOException ioe) {
-        // A BlockMissingException indicates a temporary error,
-        // not a corruption. Re-throw this exception.
-        String msg = ioe.getMessage();
-        if (msg != null && msg.startsWith(BLOCK_MISSING_MESSAGE)) {
-          LOG.warn("Re-throwing block-missing exception" + ioe);
-          throw ioe;
-        }
-        // We have an IOException other than a BlockMissingException.
-        LOG.warn("Ignoring IOException in file " + file +
-                 " after offset " + currentOffset, ioe);
-        ret = -1;
-      } catch (Throwable t) {
-        // We got an exception that is not IOException
-        // (typically OOM, IndexOutOfBounds, InternalError).
-        // This is most likely a corruption.
-        LOG.warn("Ignoring unknown error in " + file +
-                 " after offset " + currentOffset, t);
-        ret = -1;
-      }
-      return ret;
-    }
-
-    public boolean hasRecordsInBuffer() {
-      return readRowsIndexInBuffer < recordsNumInValBuffer;
-    }
-
-    /**
-     * get the current row used,make sure called {@link #next(LongWritable)}
-     * first.
-     *
-     * @throws IOException
-     */
-    public synchronized void getCurrentRow(BytesRefArrayWritable ret) throws IOException {
-
-      if (!keyInit || rowFetched) {
-        return;
-      }
-
-      if (tolerateCorruptions) {
-        if (!currentValue.inited) {
-          currentValueBuffer();
-        }
-        ret.resetValid(columnNumber);
-      } else {
-        if (!currentValue.inited) {
-          currentValueBuffer();
-          // do this only when not initialized, but we may need to find a way to
-          // tell the caller how to initialize the valid size
-          ret.resetValid(columnNumber);
-        }
-      }
-
-      // we do not use BytesWritable here to avoid the byte-copy from
-      // DataOutputStream to BytesWritable
-      if (currentValue.numCompressed > 0) {
-        for (int j = 0; j < selectedColumns.length; ++j) {
-          SelectedColumn col = selectedColumns[j];
-          int i = col.colIndex;
-
-          if (col.isNulled) {
-            ret.set(i, null);
-          } else {
-            BytesRefWritable ref = ret.unCheckedGet(i);
-
-            colAdvanceRow(j, col);
-
-            if (currentValue.decompressedFlag[j]) {
-              ref.set(currentValue.loadedColumnsValueBuffer[j].getData(),
-                  col.rowReadIndex, col.prvLength);
-            } else {
-              ref.set(currentValue.lazyDecompressCallbackObjs[j],
-                  col.rowReadIndex, col.prvLength);
-            }
-            col.rowReadIndex += col.prvLength;
-          }
-        }
-      } else {
-        // This version of the loop eliminates a condition check and branch
-        // and is measurably faster (20% or so)
-        for (int j = 0; j < selectedColumns.length; ++j) {
-          SelectedColumn col = selectedColumns[j];
-          int i = col.colIndex;
-
-          if (col.isNulled) {
-            ret.set(i, null);
-          } else {
-            BytesRefWritable ref = ret.unCheckedGet(i);
-
-            colAdvanceRow(j, col);
-            ref.set(currentValue.loadedColumnsValueBuffer[j].getData(),
-                  col.rowReadIndex, col.prvLength);
-            col.rowReadIndex += col.prvLength;
-          }
-        }
-      }
-      rowFetched = true;
-    }
-
-    /**
-     * Advance column state to the next now: update offsets, run lengths etc
-     * @param selCol - index among selectedColumns
-     * @param col - column object to update the state of.  prvLength will be
-     *        set to the new read position
-     * @throws IOException
-     */
-    private void colAdvanceRow(int selCol, SelectedColumn col) throws IOException {
-      if (col.runLength > 0) {
-        --col.runLength;
-      } else {
-        int length = (int) WritableUtils.readVLong(colValLenBufferReadIn[selCol]);
-        if (length < 0) {
-          // we reach a runlength here, use the previous length and reset
-          // runlength
-          col.runLength = (~length) - 1;
-        } else {
-          col.prvLength = length;
-          col.runLength = 0;
-        }
-      }
-    }
-
-    /** Returns true iff the previous call to next passed a sync mark. */
-    @SuppressWarnings("unused")
-    public boolean syncSeen() {
-      return syncSeen;
-    }
-
-    /** Returns the last seen sync position. */
-    public long lastSeenSyncPos() {
-      return lastSeenSyncPos;
-    }
-
-    /** Returns the name of the file. */
-    @Override
-    public String toString() {
-      return file.toString();
-    }
-
-    @SuppressWarnings("unused")
-    public boolean isCompressedRCFile() {
-      return this.decompress;
-    }
-
-    /** Close the reader. */
-    public void close() {
-      IOUtils.closeStream(in);
-      currentValue.close();
-      if (decompress) {
-        IOUtils.closeStream(keyDecompressedData);
-        if (keyDecompressor != null) {
-          // Make sure we only return keyDecompressor once.
-          CodecPool.returnDecompressor(keyDecompressor);
-          keyDecompressor = null;
-        }
-      }
-    }
-
-    /**
-     * return the KeyBuffer object used in the reader. Internally in each
-     * reader, there is only one KeyBuffer object, which gets reused for every
-     * block.
-     */
-    public KeyBuffer getCurrentKeyBufferObj() {
-      return this.currentKey;
-    }
-
-    /**
-     * return the ValueBuffer object used in the reader. Internally in each
-     * reader, there is only one ValueBuffer object, which gets reused for every
-     * block.
-     */
-    public ValueBuffer getCurrentValueBufferObj() {
-      return this.currentValue;
-    }
-
-    //return the current block's length
-    public int getCurrentBlockLength() {
-      return this.currentRecordLength;
-    }
-
-    //return the current block's key length
-    public int getCurrentKeyLength() {
-      return this.currentKeyLength;
-    }
-
-    //return the current block's compressed key length
-    public int getCurrentCompressedKeyLen() {
-      return this.compressedKeyLen;
-    }
-
-    //return the CompressionCodec used for this file
-    public CompressionCodec getCompressionCodec() {
-      return this.codec;
-    }
-
-  }
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileInputFormat.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileInputFormat.java
deleted file mode 100644
index 19a8f8a..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileInputFormat.java
+++ /dev/null
@@ -1,83 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.IOException;
-import java.util.ArrayList;
-
-import org.apache.hadoop.fs.FileStatus;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.serde2.columnar.BytesRefArrayWritable;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.io.SequenceFile;
-import org.apache.hadoop.mapred.FileInputFormat;
-import org.apache.hadoop.mapred.FileSplit;
-import org.apache.hadoop.mapred.InputSplit;
-import org.apache.hadoop.mapred.JobConf;
-import org.apache.hadoop.mapred.RecordReader;
-import org.apache.hadoop.mapred.Reporter;
-
-/**
- * RCFileInputFormat.
- *
- * @param <K>
- * @param <V>
- */
-public class RCFileInputFormat<K extends LongWritable, V extends BytesRefArrayWritable>
-    extends FileInputFormat<K, V> implements InputFormatChecker {
-
-  public RCFileInputFormat() {
-    setMinSplitSize(SequenceFile.SYNC_INTERVAL);
-  }
-
-  @Override
-  @SuppressWarnings("unchecked")
-  public RecordReader<K, V> getRecordReader(InputSplit split, JobConf job,
-      Reporter reporter) throws IOException {
-
-    reporter.setStatus(split.toString());
-
-    return new RCFileRecordReader(job, (FileSplit) split);
-  }
-
-  @Override
-  public boolean validateInput(FileSystem fs, HiveConf conf,
-      ArrayList<FileStatus> files) throws IOException {
-    if (files.size() <= 0) {
-      return false;
-    }
-    for (int fileId = 0; fileId < files.size(); fileId++) {
-      RCFile.Reader reader = null;
-      try {
-        reader = new RCFile.Reader(fs, files.get(fileId)
-            .getPath(), conf);
-        reader.close();
-        reader = null;
-      } catch (IOException e) {
-        return false;
-      } finally {
-        if (null != reader) {
-          reader.close();
-        }
-      }
-    }
-    return true;
-  }
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileRecordReader.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileRecordReader.java
deleted file mode 100644
index 27ce58c..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/RCFileRecordReader.java
+++ /dev/null
@@ -1,213 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.IOException;
-import java.util.Collections;
-import java.util.Map;
-import java.util.WeakHashMap;
-
-import org.apache.asterix.hivecompat.io.RCFile.KeyBuffer;
-import org.apache.asterix.hivecompat.io.RCFile.Reader;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-import org.apache.hadoop.hive.conf.HiveConf;
-import org.apache.hadoop.hive.serde2.columnar.BytesRefArrayWritable;
-import org.apache.hadoop.io.LongWritable;
-import org.apache.hadoop.mapred.FileSplit;
-import org.apache.hadoop.mapred.RecordReader;
-import org.apache.hadoop.util.ReflectionUtils;
-
-/**
- * RCFileRecordReader.
- *
- * @param <K>
- * @param <V>
- */
-public class RCFileRecordReader<K extends LongWritable, V extends BytesRefArrayWritable>
-    implements RecordReader<LongWritable, BytesRefArrayWritable> {
-
-  private final Reader in;
-  private final long start;
-  private final long end;
-  private boolean more = true;
-  protected Configuration conf;
-  private final FileSplit split;
-  private final boolean useCache;
-
-  private static RCFileSyncCache syncCache = new RCFileSyncCache();
-
-  private static final class RCFileSyncEntry {
-    long end;
-    long endSync;
-  }
-
-  private static final class RCFileSyncCache {
-
-    private final Map<String, RCFileSyncEntry> cache;
-
-    public RCFileSyncCache() {
-	cache = Collections.synchronizedMap(new WeakHashMap<String, RCFileSyncEntry>());
-    }
-
-    public void put(FileSplit split, long endSync) {
-      Path path = split.getPath();
-      long end = split.getStart() + split.getLength();
-      String key = path.toString()+"+"+String.format("%d",end);
-
-      RCFileSyncEntry entry = new RCFileSyncEntry();
-      entry.end = end;
-      entry.endSync = endSync;
-      if(entry.endSync >= entry.end) {
-        cache.put(key, entry);
-      }
-    }
-
-    public long get(FileSplit split) {
-      Path path = split.getPath();
-      long start = split.getStart();
-      String key = path.toString()+"+"+String.format("%d",start);
-      RCFileSyncEntry entry = cache.get(key);
-      if(entry != null) {
-        return entry.endSync;
-      }
-      return -1;
-    }
-  }
-
-  public RCFileRecordReader(Configuration conf, FileSplit split)
-      throws IOException {
-
-    Path path = split.getPath();
-    FileSystem fs = path.getFileSystem(conf);
-    this.in = new RCFile.Reader(fs, path, conf);
-    this.end = split.getStart() + split.getLength();
-    this.conf = conf;
-    this.split = split;
-
-    useCache = HiveConf.getBoolVar(conf, HiveConf.ConfVars.HIVEUSERCFILESYNCCACHE);
-
-    if (split.getStart() > in.getPosition()) {
-      long oldSync = useCache ? syncCache.get(split) : -1;
-      if(oldSync == -1) {
-        in.sync(split.getStart()); // sync to start
-      } else {
-        in.seek(oldSync);
-      }
-    }
-
-    this.start = in.getPosition();
-
-    more = start < end;
-  }
-
-  public Class<?> getKeyClass() {
-    return LongWritable.class;
-  }
-
-  public Class<?> getValueClass() {
-    return BytesRefArrayWritable.class;
-  }
-
-  public LongWritable createKey() {
-    return (LongWritable) ReflectionUtils.newInstance(getKeyClass(), conf);
-  }
-
-  public BytesRefArrayWritable createValue() {
-    return (BytesRefArrayWritable) ReflectionUtils.newInstance(getValueClass(),
-        conf);
-  }
-
-  public boolean nextBlock() throws IOException {
-    return in.nextBlock();
-  }
-
-  @Override
-  public boolean next(LongWritable key, BytesRefArrayWritable value)
-      throws IOException {
-
-    more = next(key);
-
-    if (more) {
-      in.getCurrentRow(value);
-    }
-    return more;
-  }
-
-  protected boolean next(LongWritable key) throws IOException {
-    if (!more) {
-      return false;
-    }
-
-    more = in.next(key);
-
-    long lastSeenSyncPos = in.lastSeenSyncPos();
-
-    if (lastSeenSyncPos >= end) {
-      if(useCache) {
-        syncCache.put(split, lastSeenSyncPos);
-      }
-      more = false;
-      return more;
-    }
-    return more;
-  }
-
-  /**
-   * Return the progress within the input split.
-   *
-   * @return 0.0 to 1.0 of the input byte range
-   */
-  public float getProgress() throws IOException {
-    if (end == start) {
-      return 0.0f;
-    } else {
-      return Math.min(1.0f, (in.getPosition() - start) / (float) (end - start));
-    }
-  }
-
-  public long getPos() throws IOException {
-    return in.getPosition();
-  }
-
-  public KeyBuffer getKeyBuffer() {
-    return in.getCurrentKeyBufferObj();
-  }
-
-  protected void seek(long pos) throws IOException {
-    in.seek(pos);
-  }
-
-  public void sync(long pos) throws IOException {
-    in.sync(pos);
-  }
-
-  public void resetBuffer() {
-    in.resetBuffer();
-  }
-
-  public long getStart() {
-    return start;
-  }
-
-  public void close() throws IOException {
-    in.close();
-  }
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionInputStream.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionInputStream.java
deleted file mode 100644
index fdaa581..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionInputStream.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.InputStream;
-
-import org.apache.hadoop.io.compress.CompressionInputStream;
-
-/**
- *
- * SchemaAwareCompressionInputStream adds the ability to inform the compression
- * stream what column is being read.
- *
- */
-public abstract class SchemaAwareCompressionInputStream extends CompressionInputStream {
-
-  protected SchemaAwareCompressionInputStream(InputStream in) throws java.io.IOException {
-    super(in);
-  }
-
-  /**
-   * The column being read
-   *
-   * @param columnIndex the index of the column. Use -1 for non-column data
-   */
-  public abstract void setColumnIndex(int columnIndex);
-}
diff --git a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionOutputStream.java b/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionOutputStream.java
deleted file mode 100644
index 9bda8df..0000000
--- a/asterixdb/asterix-hivecompat/src/main/java/org/apache/asterix/hivecompat/io/SchemaAwareCompressionOutputStream.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.asterix.hivecompat.io;
-
-import java.io.OutputStream;
-
-import org.apache.hadoop.io.compress.CompressionOutputStream;
-
-/**
- *
- * SchemaAwareCompressionOutputStream adds the ability to inform the comression stream
- * the current column being compressed.
- *
- */
-public abstract class SchemaAwareCompressionOutputStream extends CompressionOutputStream {
-
-  protected SchemaAwareCompressionOutputStream(OutputStream out) {
-    super(out);
-  }
-
-  /**
-   *
-   * The column being output
-   *
-   * @param columnIndex the index of the column. Use -1 for non-column data
-   */
-  public abstract void setColumnIndex(int columnIndex);
-}
diff --git a/asterixdb/asterix-lang-common/pom.xml b/asterixdb/asterix-lang-common/pom.xml
index 041c098..e58125c 100644
--- a/asterixdb/asterix-lang-common/pom.xml
+++ b/asterixdb/asterix-lang-common/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/AbstractExpression.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/AbstractExpression.java
index 744d3cc..612f79f 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/AbstractExpression.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/AbstractExpression.java
@@ -58,4 +58,15 @@
     public List<IExpressionAnnotation> getHints() {
         return hints;
     }
+
+    public <T extends IExpressionAnnotation> T findHint(Class<T> hintClass) {
+        if (hints != null) {
+            for (IExpressionAnnotation hint : hints) {
+                if (hint.getClass().equals(hintClass)) {
+                    return hintClass.cast(hint);
+                }
+            }
+        }
+        return null;
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IParser.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IParser.java
index 3df490c..1645d76 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IParser.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IParser.java
@@ -23,7 +23,9 @@
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.hyracks.api.exceptions.IWarningCollector;
 import org.apache.hyracks.api.exceptions.Warning;
 
@@ -38,6 +40,8 @@
     FunctionDecl parseFunctionBody(FunctionSignature signature, List<String> paramNames, boolean isStored)
             throws CompilationException;
 
+    ViewDecl parseViewBody(DatasetFullyQualifiedName viewName) throws CompilationException;
+
     /**
      * Gets the warnings generated during parsing
      */
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IQueryRewriter.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IQueryRewriter.java
index f28de55..6099cb6 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IQueryRewriter.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IQueryRewriter.java
@@ -25,6 +25,9 @@
 import org.apache.asterix.lang.common.expression.AbstractCallExpression;
 import org.apache.asterix.lang.common.expression.VariableExpr;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
+import org.apache.asterix.lang.common.statement.FunctionDecl;
+import org.apache.asterix.lang.common.statement.Query;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
 
 public interface IQueryRewriter {
@@ -37,13 +40,12 @@
      *          rewriting context
      * @param allowNonStoredUdfCalls
      *          whether calls to non-stored user-defined functions should be resolved
-     * @param inlineUdfs
+     * @param inlineUdfsAndViews
      *          whether user defined functions should be inlines
      * @param externalVars
-     *          statement parameters (external variables)
      */
     void rewrite(LangRewritingContext context, IReturningStatement topExpr, boolean allowNonStoredUdfCalls,
-            boolean inlineUdfs, Collection<VarIdentifier> externalVars) throws CompilationException;
+            boolean inlineUdfsAndViews, Collection<VarIdentifier> externalVars) throws CompilationException;
 
     /**
      * Find the function calls used by a given expression
@@ -55,4 +57,12 @@
      * Find all external variables (positional and named variables) in given expression
      */
     Set<VariableExpr> getExternalVariables(Expression expr) throws CompilationException;
+
+    VarIdentifier toExternalVariableName(String statementParameterName);
+
+    String toFunctionParameterName(VarIdentifier paramVar);
+
+    Query createFunctionAccessorQuery(FunctionDecl functionDecl);
+
+    Query createViewAccessorQuery(ViewDecl viewDecl);
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IStatementRewriter.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IStatementRewriter.java
index 9d983b0..f50d040 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IStatementRewriter.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/IStatementRewriter.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.lang.common.base;
 
 import org.apache.asterix.common.exceptions.CompilationException;
-import org.apache.asterix.lang.common.struct.VarIdentifier;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 
 public interface IStatementRewriter {
@@ -36,8 +35,4 @@
      *            a metadata provider
      */
     void rewrite(Statement statement, MetadataProvider metadataProvider) throws CompilationException;
-
-    String toExternalVariableName(String statementParameterName);
-
-    String toFunctionParameterName(VarIdentifier paramVar);
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/Statement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/Statement.java
index 1e3e68f..2594cdd 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/Statement.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/base/Statement.java
@@ -46,6 +46,21 @@
 
         private Category() {
         }
+
+        public static String toString(byte category) {
+            switch (category) {
+                case QUERY:
+                    return "query";
+                case UPDATE:
+                    return "update";
+                case DDL:
+                    return "ddl";
+                case PROCEDURE:
+                    return "procedure";
+                default:
+                    throw new IllegalArgumentException(String.valueOf(category));
+            }
+        }
     }
 
     enum Kind {
@@ -58,6 +73,7 @@
         UPSERT,
         UPDATE,
         FUNCTION_DECL,
+        VIEW_DECL,
         LOAD,
         NODEGROUP_DECL,
         NODEGROUP_DROP,
@@ -68,7 +84,12 @@
         WRITE,
         CREATE_INDEX,
         CREATE_DATAVERSE,
+        CREATE_VIEW,
+        CREATE_FULL_TEXT_FILTER,
+        CREATE_FULL_TEXT_CONFIG,
         INDEX_DROP,
+        FULL_TEXT_FILTER_DROP,
+        FULL_TEXT_CONFIG_DROP,
         CREATE_FEED,
         DROP_FEED,
         START_FEED,
@@ -85,6 +106,7 @@
         LIBRARY_DROP,
         CREATE_SYNONYM,
         SYNONYM_DROP,
+        VIEW_DROP,
         COMPACT,
         EXTERNAL_DATASET_REFRESH,
         SUBSCRIBE_FEED,
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/clause/OrderbyClause.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/clause/OrderbyClause.java
index af8c725..0793cae 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/clause/OrderbyClause.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/clause/OrderbyClause.java
@@ -30,6 +30,7 @@
 public class OrderbyClause extends AbstractClause {
     private List<Expression> orderbyList;
     private List<OrderModifier> modifierList;
+    private List<NullOrderModifier> nullModifierList;
     private RangeMap rangeMap; // can be null
     private int numFrames = -1;
     private int numTuples = -1;
@@ -38,9 +39,11 @@
         // Default constructor.
     }
 
-    public OrderbyClause(List<Expression> orderbyList, List<OrderModifier> modifierList) {
+    public OrderbyClause(List<Expression> orderbyList, List<OrderModifier> modifierList,
+            List<NullOrderModifier> nullModifierList) {
         this.orderbyList = orderbyList;
         this.modifierList = modifierList;
+        this.nullModifierList = nullModifierList;
     }
 
     public List<Expression> getOrderbyList() {
@@ -59,6 +62,14 @@
         this.modifierList = modifierList;
     }
 
+    public List<NullOrderModifier> getNullModifierList() {
+        return nullModifierList;
+    }
+
+    public void setNullModifierList(List<NullOrderModifier> nullModifierList) {
+        this.nullModifierList = nullModifierList;
+    }
+
     @Override
     public ClauseType getClauseType() {
         return ClauseType.ORDER_BY_CLAUSE;
@@ -69,6 +80,11 @@
         DESC
     }
 
+    public enum NullOrderModifier {
+        FIRST,
+        LAST
+    }
+
     @Override
     public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
         return visitor.visit(this, arg);
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/OperatorExpr.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/OperatorExpr.java
index a37a366..3deedfd 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/OperatorExpr.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/OperatorExpr.java
@@ -77,6 +77,8 @@
             case GE:
             case LT:
             case LE:
+            case DISTINCT:
+            case NOT_DISTINCT:
                 return true;
             default:
                 return false;
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/QuantifiedExpression.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/QuantifiedExpression.java
index a35d975..8715774 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/QuantifiedExpression.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/expression/QuantifiedExpression.java
@@ -78,6 +78,7 @@
     }
 
     public enum Quantifier {
+        SOME_AND_EVERY,
         EVERY,
         SOME
     }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/rewrites/LangRewritingContext.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/rewrites/LangRewritingContext.java
index 675d0d3..95cccb0 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/rewrites/LangRewritingContext.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/rewrites/LangRewritingContext.java
@@ -18,14 +18,16 @@
  */
 package org.apache.asterix.lang.common.rewrites;
 
+import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
-import org.apache.asterix.lang.common.util.FunctionUtil;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.hyracks.algebricks.core.algebra.base.Counter;
 import org.apache.hyracks.api.exceptions.IWarningCollector;
@@ -34,15 +36,17 @@
     private final MetadataProvider metadataProvider;
     private final IWarningCollector warningCollector;
     private final Map<FunctionSignature, FunctionDecl> declaredFunctions;
+    private final Map<DatasetFullyQualifiedName, ViewDecl> declaredViews;
     private final Counter varCounter;
     private int systemVarCounter = 1;
     private final Map<Integer, VarIdentifier> oldVarIdToNewVarId = new HashMap<>();
 
     public LangRewritingContext(MetadataProvider metadataProvider, List<FunctionDecl> declaredFunctions,
-            IWarningCollector warningCollector, int varCounter) {
+            List<ViewDecl> declaredViews, IWarningCollector warningCollector, int varCounter) {
         this.metadataProvider = metadataProvider;
         this.warningCollector = warningCollector;
-        this.declaredFunctions = FunctionUtil.getFunctionMap(declaredFunctions);
+        this.declaredFunctions = createMap(declaredFunctions, FunctionDecl::getSignature);
+        this.declaredViews = createMap(declaredViews, ViewDecl::getViewName);
         this.varCounter = new Counter(varCounter);
     }
 
@@ -93,4 +97,19 @@
     public Map<FunctionSignature, FunctionDecl> getDeclaredFunctions() {
         return declaredFunctions;
     }
+
+    public Map<DatasetFullyQualifiedName, ViewDecl> getDeclaredViews() {
+        return declaredViews;
+    }
+
+    private static <K, V> Map<K, V> createMap(List<V> values, java.util.function.Function<V, K> keyMapper) {
+        if (values == null || values.isEmpty()) {
+            return Collections.emptyMap();
+        }
+        Map<K, V> result = new HashMap<>();
+        for (V v : values) {
+            result.put(keyMapper.apply(v), v);
+        }
+        return Collections.unmodifiableMap(result);
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextConfigStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextConfigStatement.java
new file mode 100644
index 0000000..2d304be
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextConfigStatement.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.lang.common.statement;
+
+import java.util.Iterator;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.lang.common.util.FullTextUtil;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+import org.apache.asterix.object.base.AdmArrayNode;
+import org.apache.asterix.object.base.AdmObjectNode;
+import org.apache.asterix.object.base.AdmStringNode;
+import org.apache.asterix.object.base.IAdmNode;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
+
+import com.google.common.collect.ImmutableList;
+
+public class CreateFullTextConfigStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+    private final String configName;
+    private final boolean ifNotExists;
+    private final AdmObjectNode configNode;
+
+    public static final String FIELD_NAME_TOKENIZER = "tokenizer";
+    public static final String FIELD_NAME_FILTER_PIPELINE = "filterPipeline";
+
+    public CreateFullTextConfigStatement(DataverseName dataverseName, String configName, boolean ifNotExists,
+            RecordConstructor expr) throws CompilationException {
+        this.dataverseName = dataverseName;
+        this.configName = configName;
+        this.ifNotExists = ifNotExists;
+        this.configNode = FullTextUtil.validateAndGetConfigNode(expr);
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public String getConfigName() {
+        return configName;
+    }
+
+    public boolean getIfNotExists() {
+        return ifNotExists;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.CREATE_FULL_TEXT_CONFIG;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+
+    public TokenizerCategory getTokenizerCategory() throws HyracksDataException {
+        String tokenizerCategoryStr = configNode.getString(FIELD_NAME_TOKENIZER);
+        TokenizerCategory tokenizerCategory = TokenizerCategory.getEnumIgnoreCase(tokenizerCategoryStr);
+
+        return tokenizerCategory;
+    }
+
+    public ImmutableList<String> getFilterNames() {
+        AdmArrayNode arrayNode = (AdmArrayNode) configNode.get(FIELD_NAME_FILTER_PIPELINE);
+        ImmutableList.Builder<String> filterNamesBuilder = ImmutableList.builder();
+
+        Iterator<IAdmNode> iterator = arrayNode.iterator();
+        while (iterator.hasNext()) {
+            filterNamesBuilder.add(((AdmStringNode) iterator.next()).get());
+        }
+
+        return filterNamesBuilder.build();
+    }
+
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextFilterStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextFilterStatement.java
new file mode 100644
index 0000000..20427fd
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateFullTextFilterStatement.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.lang.common.statement;
+
+import java.util.Iterator;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.lang.common.util.FullTextUtil;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+import org.apache.asterix.object.base.AdmArrayNode;
+import org.apache.asterix.object.base.AdmObjectNode;
+import org.apache.asterix.object.base.AdmStringNode;
+import org.apache.asterix.object.base.IAdmNode;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+import com.google.common.collect.ImmutableList;
+
+public class CreateFullTextFilterStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+    private final String filterName;
+    private final boolean ifNotExists;
+    private final AdmObjectNode filterNode;
+
+    public static final String FIELD_NAME_TYPE = "type";
+    public static final String FIELD_NAME_STOPWORDS_LIST = "stopwordsList";
+    public static final String FIELD_TYPE_STOPWORDS = "stopwords";
+
+    public CreateFullTextFilterStatement(DataverseName dataverseName, String filterName, boolean ifNotExists,
+            RecordConstructor expr) throws CompilationException {
+        this.dataverseName = dataverseName;
+        this.filterName = filterName;
+        this.ifNotExists = ifNotExists;
+        this.filterNode = FullTextUtil.getFilterNode(expr);
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public String getFilterName() {
+        return filterName;
+    }
+
+    public boolean getIfNotExists() {
+        return this.ifNotExists;
+    }
+
+    public String getFilterType() throws HyracksDataException {
+        return filterNode.getString(FIELD_NAME_TYPE);
+    }
+
+    public ImmutableList<String> getStopwordsList() throws CompilationException {
+        ImmutableList.Builder listBuiler = ImmutableList.<String> builder();
+        AdmArrayNode arrayNode = (AdmArrayNode) filterNode.get(FIELD_NAME_STOPWORDS_LIST);
+
+        Iterator<IAdmNode> iterator = arrayNode.iterator();
+        while (iterator.hasNext()) {
+            IAdmNode node = iterator.next();
+            if (!(node instanceof AdmStringNode)) {
+                throw new CompilationException(ErrorCode.PARSE_ERROR, getSourceLocation(),
+                        "error when parsing stopwords list");
+            }
+
+            listBuiler.add(((AdmStringNode) node).get());
+        }
+
+        return listBuiler.build();
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.CREATE_FULL_TEXT_FILTER;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateIndexStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateIndexStatement.java
index 05fc055..aabd76d 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateIndexStatement.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateIndexStatement.java
@@ -18,8 +18,11 @@
  */
 package org.apache.asterix.lang.common.statement;
 
-import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.stream.Collectors;
 
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.exceptions.CompilationException;
@@ -30,112 +33,106 @@
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.util.OptionalBoolean;
 
 public class CreateIndexStatement extends AbstractStatement {
 
-    private Identifier indexName;
-    private DataverseName dataverseName;
-    private Identifier datasetName;
-    private List<Pair<List<String>, IndexedTypeExpression>> fieldExprs = new ArrayList<>();
-    private List<Integer> fieldIndexIndicators = new ArrayList<>();
-    private IndexType indexType = IndexType.BTREE;
-    private boolean enforced;
-    private boolean ifNotExists;
-
+    private final DataverseName dataverseName;
+    private final Identifier datasetName;
+    private final Identifier indexName;
+    private final IndexType indexType;
+    private final List<IndexedElement> indexedElements;
+    private final boolean enforced;
+    private final boolean ifNotExists;
     // Specific to NGram indexes.
-    private int gramLength = -1;
+    private final int gramLength;
+    // Specific to FullText indexes.
+    private final String fullTextConfigName;
+    private final OptionalBoolean excludeUnknownKey;
+    private final OptionalBoolean castDefaultNull;
+    private final Map<String, String> castConfig;
 
-    public CreateIndexStatement() {
-    }
-
-    public void setGramLength(int gramLength) {
+    public CreateIndexStatement(DataverseName dataverseName, Identifier datasetName, Identifier indexName,
+            IndexType indexType, List<IndexedElement> indexedElements, boolean enforced, int gramLength,
+            String fullTextConfigName, boolean ifNotExists, Boolean excludeUnknownKey, Boolean castDefaultNull,
+            Map<String, String> castConfig) {
+        this.dataverseName = dataverseName;
+        this.datasetName = Objects.requireNonNull(datasetName);
+        this.indexName = Objects.requireNonNull(indexName);
+        this.indexType = Objects.requireNonNull(indexType);
+        this.indexedElements = Objects.requireNonNull(indexedElements);
+        this.enforced = enforced;
         this.gramLength = gramLength;
+        this.ifNotExists = ifNotExists;
+        this.fullTextConfigName = fullTextConfigName;
+        this.excludeUnknownKey = OptionalBoolean.ofNullable(excludeUnknownKey);
+        this.castDefaultNull = OptionalBoolean.ofNullable(castDefaultNull);
+        this.castConfig = castConfig == null ? Collections.emptyMap() : castConfig;
     }
 
-    public int getGramLength() {
-        return gramLength;
-    }
-
-    public Identifier getIndexName() {
-        return indexName;
-    }
-
-    public void setIndexName(Identifier indexName) {
-        this.indexName = indexName;
+    public String getFullTextConfigName() {
+        return fullTextConfigName;
     }
 
     public DataverseName getDataverseName() {
         return dataverseName;
     }
 
-    public void setDataverseName(DataverseName dataverseName) {
-        this.dataverseName = dataverseName;
-    }
-
     public Identifier getDatasetName() {
         return datasetName;
     }
 
-    public void setDatasetName(Identifier datasetName) {
-        this.datasetName = datasetName;
-    }
-
-    public List<Pair<List<String>, IndexedTypeExpression>> getFieldExprs() {
-        return fieldExprs;
-    }
-
-    public void addFieldExprPair(Pair<List<String>, IndexedTypeExpression> fp) {
-        this.fieldExprs.add(fp);
-    }
-
-    public List<Integer> getFieldSourceIndicators() {
-        return fieldIndexIndicators;
-    }
-
-    public void addFieldIndexIndicator(Integer index) {
-        fieldIndexIndicators.add(index);
+    public Identifier getIndexName() {
+        return indexName;
     }
 
     public IndexType getIndexType() {
         return indexType;
     }
 
-    public void setIndexType(IndexType indexType) {
-        this.indexType = indexType;
+    public List<IndexedElement> getIndexedElements() {
+        return indexedElements;
     }
 
     public boolean isEnforced() {
         return enforced;
     }
 
-    public void setEnforced(boolean isEnforced) {
-        this.enforced = isEnforced;
+    public boolean hasExcludeUnknownKey() {
+        return excludeUnknownKey.isPresent();
     }
 
-    public void setIfNotExists(boolean ifNotExists) {
-        this.ifNotExists = ifNotExists;
+    public OptionalBoolean getExcludeUnknownKey() {
+        return excludeUnknownKey;
+    }
+
+    public boolean hasCastDefaultNull() {
+        return castDefaultNull.isPresent();
+    }
+
+    public OptionalBoolean getCastDefaultNull() {
+        return castDefaultNull;
+    }
+
+    public int getGramLength() {
+        return gramLength;
     }
 
     public boolean getIfNotExists() {
         return this.ifNotExists;
     }
 
+    public Map<String, String> getCastConfig() {
+        return castConfig;
+    }
+
     @Override
     public Kind getKind() {
         return Statement.Kind.CREATE_INDEX;
     }
 
-    public boolean hasMetaField() {
-        if (fieldIndexIndicators != null) {
-            for (Integer indicator : fieldIndexIndicators) {
-                if (indicator.intValue() != 0) {
-                    return true;
-                }
-            }
-        }
-        return false;
-    }
-
     @Override
     public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
         return visitor.visit(this, arg);
@@ -146,4 +143,57 @@
         return Category.DDL;
     }
 
+    public static final class IndexedElement {
+
+        private final int sourceIndicator;
+
+        private final List<List<String>> unnestList;
+
+        private final List<Pair<List<String>, IndexedTypeExpression>> projectList;
+
+        private SourceLocation sourceLoc;
+
+        public IndexedElement(int sourceIndicator, List<List<String>> unnestList,
+                List<Pair<List<String>, IndexedTypeExpression>> projectList) {
+            if (Objects.requireNonNull(projectList).isEmpty()) {
+                throw new IllegalArgumentException();
+            }
+            this.sourceIndicator = sourceIndicator;
+            this.unnestList = unnestList != null ? unnestList : Collections.emptyList();
+            this.projectList = projectList;
+        }
+
+        public int getSourceIndicator() {
+            return sourceIndicator;
+        }
+
+        public boolean hasUnnest() {
+            return !unnestList.isEmpty();
+        }
+
+        public List<List<String>> getUnnestList() {
+            return unnestList;
+        }
+
+        public List<Pair<List<String>, IndexedTypeExpression>> getProjectList() {
+            return projectList;
+        }
+
+        public Triple<Integer, List<List<String>>, List<List<String>>> toIdentifier() {
+            List<List<String>> newProjectList = projectList.stream().map(Pair::getFirst).collect(Collectors.toList());
+            return new Triple<>(sourceIndicator, unnestList, newProjectList);
+        }
+
+        public SourceLocation getSourceLocation() {
+            return sourceLoc;
+        }
+
+        public void setSourceLocation(SourceLocation sourceLoc) {
+            this.sourceLoc = sourceLoc;
+        }
+
+        public String getProjectListDisplayForm() {
+            return projectList.stream().map(Pair::getFirst).map(String::valueOf).collect(Collectors.joining(", "));
+        }
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateViewStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateViewStatement.java
new file mode 100644
index 0000000..7e4a0ef
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/CreateViewStatement.java
@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.lang.common.statement;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.Statement;
+import org.apache.asterix.lang.common.expression.TypeExpression;
+import org.apache.asterix.lang.common.struct.Identifier;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+
+public final class CreateViewStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+
+    private final String viewName;
+
+    private final TypeExpression itemType;
+
+    private final String viewBody;
+
+    private final Expression viewBodyExpression;
+
+    private final Map<String, String> viewConfig;
+
+    private final KeyDecl primaryKeyDecl;
+
+    private final List<ForeignKeyDecl> foreignKeyDecls;
+
+    private final Boolean defaultNull;
+
+    private final boolean replaceIfExists;
+
+    private final boolean ifNotExists;
+
+    public CreateViewStatement(DataverseName dataverseName, String viewName, TypeExpression itemType, String viewBody,
+            Expression viewBodyExpression, Boolean defaultNull, Map<String, String> viewConfig, KeyDecl primaryKeyDecl,
+            List<ForeignKeyDecl> foreignKeyDecls, boolean replaceIfExists, boolean ifNotExists) {
+        this.dataverseName = dataverseName;
+        this.viewName = Objects.requireNonNull(viewName);
+        this.itemType = itemType;
+        this.viewBody = Objects.requireNonNull(viewBody);
+        this.viewBodyExpression = Objects.requireNonNull(viewBodyExpression);
+        this.defaultNull = defaultNull;
+        this.viewConfig = viewConfig;
+        this.primaryKeyDecl = primaryKeyDecl;
+        this.foreignKeyDecls = foreignKeyDecls;
+        this.replaceIfExists = replaceIfExists;
+        this.ifNotExists = ifNotExists;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Statement.Kind.CREATE_VIEW;
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public String getViewName() {
+        return viewName;
+    }
+
+    public boolean hasItemType() {
+        return itemType != null;
+    }
+
+    public TypeExpression getItemType() {
+        return itemType;
+    }
+
+    public String getViewBody() {
+        return viewBody;
+    }
+
+    public Expression getViewBodyExpression() {
+        return viewBodyExpression;
+    }
+
+    public boolean getReplaceIfExists() {
+        return replaceIfExists;
+    }
+
+    public boolean getIfNotExists() {
+        return ifNotExists;
+    }
+
+    // Typed view parameters
+
+    public Boolean getDefaultNull() {
+        return defaultNull;
+    }
+
+    public KeyDecl getPrimaryKeyDecl() {
+        return primaryKeyDecl;
+    }
+
+    public List<ForeignKeyDecl> getForeignKeyDecls() {
+        return foreignKeyDecls;
+    }
+
+    public Map<String, String> getViewConfiguration() {
+        return viewConfig;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+
+    public static class KeyDecl {
+
+        protected final List<List<String>> fields;
+
+        protected final List<Integer> sourceIndicators;
+
+        public KeyDecl(List<List<String>> fields, List<Integer> sourceIndicators) {
+            this.fields = fields;
+            this.sourceIndicators = sourceIndicators;
+        }
+
+        public List<List<String>> getFields() {
+            return fields;
+        }
+
+        public List<Integer> getSourceIndicators() {
+            return sourceIndicators;
+        }
+    }
+
+    public static class ForeignKeyDecl extends KeyDecl {
+
+        private final DataverseName referencedDataverseName;
+
+        private final Identifier referencedDatasetName;
+
+        public ForeignKeyDecl(List<List<String>> fields, List<Integer> sourceIndicators,
+                DataverseName referencedDataverseName, Identifier referencedDatasetName) {
+            super(fields, sourceIndicators);
+            this.referencedDataverseName = referencedDataverseName;
+            this.referencedDatasetName = referencedDatasetName;
+        }
+
+        public DataverseName getReferencedDataverseName() {
+            return referencedDataverseName;
+        }
+
+        public Identifier getReferencedDatasetName() {
+            return referencedDatasetName;
+        }
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/DataverseDecl.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/DataverseDecl.java
index 829c407..b901819 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/DataverseDecl.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/DataverseDecl.java
@@ -28,14 +28,25 @@
 
     private DataverseName dataverseName;
 
+    private boolean ifExists;
+
     public DataverseDecl(DataverseName dataverseName) {
+        this(dataverseName, false);
+    }
+
+    public DataverseDecl(DataverseName dataverseName, boolean ifExists) {
         this.dataverseName = dataverseName;
+        this.ifExists = ifExists;
     }
 
     public DataverseName getDataverseName() {
         return dataverseName;
     }
 
+    public boolean getIfExists() {
+        return ifExists;
+    }
+
     @Override
     public Kind getKind() {
         return Statement.Kind.DATAVERSE_DECL;
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextConfigDropStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextConfigDropStatement.java
new file mode 100644
index 0000000..ad84571
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextConfigDropStatement.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.lang.common.statement;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+
+public class FullTextConfigDropStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+    private final String configName;
+    private final boolean ifExists;
+
+    public FullTextConfigDropStatement(DataverseName dataverseName, String configName, boolean ifExists) {
+        this.dataverseName = dataverseName;
+        this.configName = configName;
+        this.ifExists = ifExists;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.FULL_TEXT_CONFIG_DROP;
+    }
+
+    public boolean getIfExists() {
+        return ifExists;
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public String getConfigName() {
+        return configName;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextFilterDropStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextFilterDropStatement.java
new file mode 100644
index 0000000..9debca0
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/FullTextFilterDropStatement.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.lang.common.statement;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+
+public class FullTextFilterDropStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+    private final String filterName;
+    private final boolean ifExists;
+
+    public FullTextFilterDropStatement(DataverseName dataverseName, String filterName, boolean ifExists) {
+        this.dataverseName = dataverseName;
+        this.filterName = filterName;
+        this.ifExists = ifExists;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.FULL_TEXT_FILTER_DROP;
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public String getFilterName() {
+        return filterName;
+    }
+
+    public boolean getIfExists() {
+        return ifExists;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDecl.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDecl.java
new file mode 100644
index 0000000..1e59f8d
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDecl.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.lang.common.statement;
+
+import java.util.Objects;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+
+public final class ViewDecl extends AbstractStatement {
+
+    private final DatasetFullyQualifiedName viewName;
+
+    private final Expression viewBody;
+
+    private Expression viewBodyNormalized;
+
+    public ViewDecl(DatasetFullyQualifiedName viewName, Expression viewBody) {
+        this.viewName = Objects.requireNonNull(viewName);
+        this.viewBody = Objects.requireNonNull(viewBody);
+    }
+
+    public DatasetFullyQualifiedName getViewName() {
+        return viewName;
+    }
+
+    public Expression getViewBody() {
+        return viewBody;
+    }
+
+    public Expression getNormalizedViewBody() {
+        return viewBodyNormalized;
+    }
+
+    public void setNormalizedViewBody(Expression expr) {
+        viewBodyNormalized = expr;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Kind.VIEW_DECL;
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.QUERY;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDropStatement.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDropStatement.java
new file mode 100644
index 0000000..9f8577c
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/statement/ViewDropStatement.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.lang.common.statement;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
+import org.apache.asterix.lang.common.base.Statement;
+import org.apache.asterix.lang.common.struct.Identifier;
+import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
+
+public class ViewDropStatement extends AbstractStatement {
+
+    private final DataverseName dataverseName;
+
+    private final Identifier viewName;
+
+    private final boolean ifExists;
+
+    public ViewDropStatement(DataverseName dataverseName, Identifier viewName, boolean ifExists) {
+        this.dataverseName = dataverseName;
+        this.viewName = viewName;
+        this.ifExists = ifExists;
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    public Identifier getViewName() {
+        return viewName;
+    }
+
+    public boolean getIfExists() {
+        return ifExists;
+    }
+
+    @Override
+    public Kind getKind() {
+        return Statement.Kind.VIEW_DROP;
+    }
+
+    @Override
+    public byte getCategory() {
+        return Category.DDL;
+    }
+
+    @Override
+    public <R, T> R accept(ILangVisitor<R, T> visitor, T arg) throws CompilationException {
+        return visitor.visit(this, arg);
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/struct/OperatorType.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/struct/OperatorType.java
index f4f2ae1..e207e75 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/struct/OperatorType.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/struct/OperatorType.java
@@ -41,7 +41,9 @@
     IN("in"),
     NOT_IN("not_in"),
     BETWEEN("between"),
-    NOT_BETWEEN("not_between");
+    NOT_BETWEEN("not_between"),
+    DISTINCT("distinct"),
+    NOT_DISTINCT("not_distinct");
 
     private static final OperatorType[] VALUES = values();
 
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/DatasetDeclParametersUtil.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/DatasetDeclParametersUtil.java
index 552ca39..0aef69f 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/DatasetDeclParametersUtil.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/DatasetDeclParametersUtil.java
@@ -18,9 +18,14 @@
  */
 package org.apache.asterix.lang.common.util;
 
+import java.util.List;
+
 import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.lang.common.expression.RecordTypeDefinition;
+import org.apache.asterix.lang.common.expression.TypeExpression;
+import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.object.base.AdmObjectNode;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.AUnionType;
@@ -62,7 +67,7 @@
      * ***********************************************
      */
     private static final ARecordType WITH_OBJECT_TYPE = getWithObjectType();
-    private static final AdmObjectNode EMPTY_WITH_OBJECT = new AdmObjectNode();
+    static final AdmObjectNode EMPTY_WITH_OBJECT = new AdmObjectNode();
 
     private DatasetDeclParametersUtil() {
     }
@@ -127,4 +132,38 @@
         final IAType[] schemeType = { BuiltinType.ASTRING };
         return new ARecordType(NODE_GROUP_NAME, schemeName, schemeType, false);
     }
+
+    /**
+     *  Adjusts dataset inline type definition if it has primary key specification:
+     *  forces NOT UNKNOWN on fields that are part of primary key.
+     */
+    public static void adjustInlineTypeDecl(TypeExpression typeDecl, List<List<String>> primaryKeyFields,
+            List<Integer> primaryKeySources, boolean isMeta) {
+        switch (typeDecl.getTypeKind()) {
+            case RECORD:
+                RecordTypeDefinition recordTypeDef = (RecordTypeDefinition) typeDecl;
+                for (int i = 0, n = primaryKeyFields.size(); i < n; i++) {
+                    List<String> primaryKeyPath = primaryKeyFields.get(i);
+                    if (primaryKeyPath.size() == 1) {
+                        String primaryKeyFieldName = primaryKeyPath.get(0);
+                        boolean isMetaSource =
+                                primaryKeySources != null && primaryKeySources.get(i) == Index.META_RECORD_INDICATOR;
+                        boolean isSameSource = isMetaSource == isMeta;
+                        if (isSameSource) {
+                            int fieldIdx = recordTypeDef.getFieldNames().indexOf(primaryKeyFieldName);
+                            if (fieldIdx >= 0) {
+                                recordTypeDef.getMissableFields().set(fieldIdx, false);
+                                recordTypeDef.getNullableFields().set(fieldIdx, false);
+                            }
+                        }
+                    }
+                }
+                break;
+            case TYPEREFERENCE:
+                // this is not an inline type decl
+                break;
+            default:
+                throw new IllegalStateException(typeDecl.getTypeKind().toString());
+        }
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ExpressionUtils.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ExpressionUtils.java
index dd21152..cab1aca 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ExpressionUtils.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ExpressionUtils.java
@@ -18,21 +18,39 @@
  */
 package org.apache.asterix.lang.common.util;
 
+import static org.apache.asterix.lang.common.base.Literal.Type.DOUBLE;
+
+import java.util.ArrayList;
 import java.util.Collection;
 import java.util.Collections;
+import java.util.HashSet;
 import java.util.List;
+import java.util.Map;
+import java.util.Set;
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractStatement;
 import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.IQueryRewriter;
 import org.apache.asterix.lang.common.base.Literal;
+import org.apache.asterix.lang.common.expression.AbstractCallExpression;
 import org.apache.asterix.lang.common.expression.FieldBinding;
 import org.apache.asterix.lang.common.expression.ListConstructor;
 import org.apache.asterix.lang.common.expression.LiteralExpr;
 import org.apache.asterix.lang.common.expression.RecordConstructor;
 import org.apache.asterix.lang.common.literal.DoubleLiteral;
+import org.apache.asterix.lang.common.literal.FloatLiteral;
+import org.apache.asterix.lang.common.literal.IntegerLiteral;
 import org.apache.asterix.lang.common.literal.LongIntegerLiteral;
 import org.apache.asterix.lang.common.literal.StringLiteral;
+import org.apache.asterix.lang.common.statement.FunctionDecl;
+import org.apache.asterix.lang.common.statement.Query;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.visitor.GatherFunctionCallsVisitor;
 import org.apache.asterix.object.base.AdmArrayNode;
 import org.apache.asterix.object.base.AdmBigIntNode;
 import org.apache.asterix.object.base.AdmBooleanNode;
@@ -41,6 +59,14 @@
 import org.apache.asterix.object.base.AdmObjectNode;
 import org.apache.asterix.object.base.AdmStringNode;
 import org.apache.asterix.object.base.IAdmNode;
+import org.apache.asterix.om.exceptions.TypeMismatchException;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+import com.google.common.graph.GraphBuilder;
+import com.google.common.graph.Graphs;
+import com.google.common.graph.MutableGraph;
 
 public class ExpressionUtils {
     private ExpressionUtils() {
@@ -113,4 +139,195 @@
         }
         return null;
     }
+
+    public static Boolean getBooleanLiteral(Expression arg) {
+        if (arg.getKind() == Expression.Kind.LITERAL_EXPRESSION) {
+            Literal item = ((LiteralExpr) arg).getValue();
+            switch (item.getLiteralType()) {
+                case TRUE:
+                    return true;
+                case FALSE:
+                    return false;
+            }
+        }
+        return null;
+    }
+
+    public static Literal reverseSign(Literal lit) throws TypeMismatchException {
+        switch (lit.getLiteralType()) {
+            case DOUBLE:
+                DoubleLiteral dLit = (DoubleLiteral) lit;
+                DoubleLiteral reversedDLit = new DoubleLiteral(-dLit.getValue());
+                return reversedDLit;
+            case FLOAT:
+                FloatLiteral fLit = (FloatLiteral) lit;
+                FloatLiteral reversedFLit = new FloatLiteral(-fLit.getValue());
+                return reversedFLit;
+            case LONG:
+                LongIntegerLiteral lLit = (LongIntegerLiteral) lit;
+                LongIntegerLiteral reversedLLit = new LongIntegerLiteral(-lLit.getValue());
+                return reversedLLit;
+            case INTEGER:
+                IntegerLiteral iLit = (IntegerLiteral) lit;
+                IntegerLiteral reversedILit = new IntegerLiteral(-iLit.getValue());
+                return reversedILit;
+            case NULL:
+            case MISSING:
+                return lit;
+            default:
+                throw new TypeMismatchException(null, convertLiteralTypeTagToATypeTag(lit), ATypeTag.DOUBLE,
+                        ATypeTag.FLOAT, ATypeTag.BIGINT, ATypeTag.INTEGER);
+        }
+    }
+
+    public static double getDoubleValue(Literal item) throws TypeMismatchException {
+        if ((item.getLiteralType() == Literal.Type.DOUBLE) || (item.getLiteralType() == Literal.Type.FLOAT)
+                || (item.getLiteralType() == Literal.Type.LONG) || (item.getLiteralType() == Literal.Type.INTEGER)) {
+            return ((Number) item.getValue()).doubleValue();
+        } else {
+            throw new TypeMismatchException(null, convertLiteralTypeTagToATypeTag(item), ATypeTag.DOUBLE,
+                    ATypeTag.FLOAT, ATypeTag.BIGINT, ATypeTag.INTEGER);
+        }
+    }
+
+    public static long getLongValue(Literal item) throws TypeMismatchException {
+        if ((item.getLiteralType() == Literal.Type.LONG) || (item.getLiteralType() == Literal.Type.INTEGER)) {
+            return ((Number) item.getValue()).longValue();
+        } else {
+            throw new TypeMismatchException(null, convertLiteralTypeTagToATypeTag(item), ATypeTag.BIGINT,
+                    ATypeTag.INTEGER);
+        }
+    }
+
+    private static ATypeTag convertLiteralTypeTagToATypeTag(Literal lit) {
+        switch (lit.getLiteralType()) {
+            case DOUBLE:
+                return ATypeTag.DOUBLE;
+            case FLOAT:
+                return ATypeTag.FLOAT;
+            case LONG:
+                return ATypeTag.BIGINT;
+            case INTEGER:
+                return ATypeTag.INTEGER;
+            case TRUE:
+            case FALSE:
+                return ATypeTag.BOOLEAN;
+            case NULL:
+                return ATypeTag.NULL;
+            case MISSING:
+                return ATypeTag.MISSING;
+            default:
+                return ATypeTag.STRING;
+        }
+    }
+
+    public static void collectDependencies(Expression expression, IQueryRewriter rewriter,
+            List<Triple<DataverseName, String, String>> outDatasetDependencies,
+            List<Triple<DataverseName, String, String>> outSynonymDependencies,
+            List<Triple<DataverseName, String, String>> outFunctionDependencies) throws CompilationException {
+        // Duplicate elimination
+        Set<DatasetFullyQualifiedName> seenDatasets = new HashSet<>();
+        Set<DatasetFullyQualifiedName> seenSynonyms = new HashSet<>();
+        Set<FunctionSignature> seenFunctions = new HashSet<>();
+        List<AbstractCallExpression> functionCalls = new ArrayList<>();
+        rewriter.getFunctionCalls(expression, functionCalls);
+
+        for (AbstractCallExpression functionCall : functionCalls) {
+            switch (functionCall.getKind()) {
+                case CALL_EXPRESSION:
+                    FunctionSignature signature = functionCall.getFunctionSignature();
+                    if (FunctionUtil.isBuiltinFunctionSignature(signature)) {
+                        if (FunctionUtil.isBuiltinDatasetFunction(signature)) {
+                            Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> dsArgs =
+                                    FunctionUtil.parseDatasetFunctionArguments(functionCall);
+                            DatasetFullyQualifiedName synonymReference = dsArgs.third;
+                            if (synonymReference != null) {
+                                // resolved via synonym -> store synonym name as a dependency
+                                if (seenSynonyms.add(synonymReference)) {
+                                    outSynonymDependencies.add(new Triple<>(synonymReference.getDataverseName(),
+                                            synonymReference.getDatasetName(), null));
+                                }
+                            } else {
+                                // resolved directly -> store dataset (or view) name as a dependency
+                                DatasetFullyQualifiedName datasetReference = dsArgs.first;
+                                if (seenDatasets.add(datasetReference)) {
+                                    outDatasetDependencies.add(new Triple<>(datasetReference.getDataverseName(),
+                                            datasetReference.getDatasetName(), null));
+                                }
+                            }
+                        }
+                    } else {
+                        if (seenFunctions.add(signature)) {
+                            outFunctionDependencies.add(new Triple<>(signature.getDataverseName(), signature.getName(),
+                                    Integer.toString(signature.getArity())));
+                        }
+                    }
+                    break;
+                case WINDOW_EXPRESSION:
+                    // there cannot be used-defined window functions
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                            functionCall.getSourceLocation(), functionCall.getFunctionSignature().toString(false));
+            }
+        }
+    }
+
+    public static boolean hasFunctionOrViewRecursion(Map<FunctionSignature, FunctionDecl> functionDeclMap,
+            Map<DatasetFullyQualifiedName, ViewDecl> viewDeclMap,
+            java.util.function.Function<Collection<AbstractCallExpression>, GatherFunctionCallsVisitor> callVisitorFactory)
+            throws CompilationException {
+        List<AbstractCallExpression> callList = new ArrayList<>();
+        GatherFunctionCallsVisitor callVisitor = callVisitorFactory.apply(callList);
+        MutableGraph<AbstractStatement> callGraph = GraphBuilder.directed().allowsSelfLoops(true).build();
+        for (FunctionDecl from : functionDeclMap.values()) {
+            callList.clear();
+            from.getNormalizedFuncBody().accept(callVisitor, null);
+            for (AbstractCallExpression callExpr : callList) {
+                addToCallGraph(callGraph, from, callExpr, functionDeclMap, viewDeclMap);
+            }
+        }
+        for (ViewDecl from : viewDeclMap.values()) {
+            callList.clear();
+            from.getNormalizedViewBody().accept(callVisitor, null);
+            for (AbstractCallExpression callExpr : callList) {
+                addToCallGraph(callGraph, from, callExpr, functionDeclMap, viewDeclMap);
+            }
+        }
+        return Graphs.hasCycle(callGraph);
+    }
+
+    private static void addToCallGraph(MutableGraph<AbstractStatement> callGraph, AbstractStatement from,
+            AbstractCallExpression callExpr, Map<FunctionSignature, FunctionDecl> functionDeclMap,
+            Map<DatasetFullyQualifiedName, ViewDecl> viewDeclMap) throws CompilationException {
+        if (callExpr.getKind() == Expression.Kind.CALL_EXPRESSION) {
+            FunctionSignature callSignature = callExpr.getFunctionSignature();
+            if (FunctionUtil.isBuiltinFunctionSignature(callSignature)) {
+                if (FunctionUtil.isBuiltinDatasetFunction(callSignature)) {
+                    Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> dsArgs =
+                            FunctionUtil.parseDatasetFunctionArguments(callExpr);
+                    if (Boolean.TRUE.equals(dsArgs.second)) {
+                        DatasetFullyQualifiedName viewName = dsArgs.first;
+                        ViewDecl vdTo = viewDeclMap.get(viewName);
+                        if (vdTo != null) {
+                            callGraph.putEdge(from, vdTo);
+                        }
+                    }
+                }
+            } else {
+                FunctionDecl fdTo = functionDeclMap.get(callSignature);
+                if (fdTo != null) {
+                    callGraph.putEdge(from, fdTo);
+                }
+            }
+        }
+    }
+
+    public static Query createWrappedQuery(Expression expr, SourceLocation sourceLoc) {
+        Query wrappedQuery = new Query(false);
+        wrappedQuery.setSourceLocation(sourceLoc);
+        wrappedQuery.setBody(expr);
+        wrappedQuery.setTopLevel(false);
+        return wrappedQuery;
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FullTextUtil.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FullTextUtil.java
new file mode 100644
index 0000000..c071dc9
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FullTextUtil.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.lang.common.util;
+
+import static org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement.FIELD_NAME_FILTER_PIPELINE;
+import static org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement.FIELD_NAME_TOKENIZER;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.object.base.AdmObjectNode;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+
+public class FullTextUtil {
+
+    private FullTextUtil() {
+    }
+
+    //--------------------------------------- Full-text config --------------------------------------//
+
+    // Example of full-text config create statement
+    // CREATE FULLTEXT CONFIG my_second_stopword_config IF NOT EXISTS AS {
+    //     "Tokenizer": "Word", // built-in tokenizers: "Word" or "NGram"
+    //     "FilterPipeline": ["my_second_stopword_filter"]
+    // };
+    private static ARecordType getFullTextConfigRecordType() {
+        final String[] fieldNames = { FIELD_NAME_TOKENIZER, FIELD_NAME_FILTER_PIPELINE };
+        final IAType[] fieldTypes = { BuiltinType.ASTRING, new AOrderedListType(BuiltinType.ASTRING, null) };
+        return new ARecordType("fullTextConfigRecordType", fieldNames, fieldTypes, true);
+    }
+
+    private static final ARecordType FULL_TEXT_CONFIG_RECORD_TYPE = getFullTextConfigRecordType();
+
+    public static AdmObjectNode validateAndGetConfigNode(RecordConstructor recordConstructor)
+            throws CompilationException {
+        final ConfigurationTypeValidator validator = new ConfigurationTypeValidator();
+        final AdmObjectNode node = ExpressionUtils.toNode(recordConstructor);
+        validator.validateType(FULL_TEXT_CONFIG_RECORD_TYPE, node);
+        return node;
+    }
+
+    //--------------------------------------- Full-text filter --------------------------------------//
+
+    // Example of full-text filter create statement
+    // Note that only the type field is a must, and other fields is filter-type-specific
+    //
+    // CREATE FULLTEXT FILTER my_stopword_filter IF NOT EXISTS AS {
+    //     "Type": "stopwords",
+    //     "StopwordsList": ["xxx", "yyy", "zzz"]
+    // };
+
+    public static AdmObjectNode getFilterNode(RecordConstructor recordConstructor) throws CompilationException {
+        // Skip validation here because the current validator only supports CLOSED record validate
+        // while the FULL_TEXT_FILTER_RECORD_TYPE is open and specific to the filter types,
+        // e.g. stopwords filter and stemmer filter may have different fields
+        final AdmObjectNode node = ExpressionUtils.toNode(recordConstructor);
+        return node;
+    }
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FunctionUtil.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FunctionUtil.java
index ded91af..42a35f3 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FunctionUtil.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/FunctionUtil.java
@@ -23,12 +23,9 @@
 import java.util.ArrayList;
 import java.util.Collection;
 import java.util.Collections;
-import java.util.HashMap;
-import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
-import java.util.Set;
 import java.util.function.BiFunction;
 
 import org.apache.asterix.common.exceptions.AsterixException;
@@ -36,19 +33,18 @@
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.functions.FunctionConstants;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.IParser;
 import org.apache.asterix.lang.common.base.IParserFactory;
 import org.apache.asterix.lang.common.base.IQueryRewriter;
 import org.apache.asterix.lang.common.expression.AbstractCallExpression;
-import org.apache.asterix.lang.common.expression.CallExpr;
 import org.apache.asterix.lang.common.expression.OrderedListTypeDefinition;
 import org.apache.asterix.lang.common.expression.TypeExpression;
 import org.apache.asterix.lang.common.expression.TypeReferenceExpression;
 import org.apache.asterix.lang.common.expression.UnorderedListTypeDefinition;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
-import org.apache.asterix.lang.common.visitor.GatherFunctionCallsVisitor;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.BuiltinTypeMap;
 import org.apache.asterix.metadata.entities.Dataverse;
@@ -60,7 +56,6 @@
 import org.apache.asterix.om.utils.ConstantExpressionUtil;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.common.utils.Pair;
 import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
@@ -68,10 +63,6 @@
 import org.apache.hyracks.api.exceptions.IWarningCollector;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 
-import com.google.common.graph.GraphBuilder;
-import com.google.common.graph.Graphs;
-import com.google.common.graph.MutableGraph;
-
 public class FunctionUtil {
 
     public static final String IMPORT_PRIVATE_FUNCTIONS = "import-private-functions";
@@ -208,79 +199,22 @@
         };
     }
 
-    public static void checkFunctionRecursion(Map<FunctionSignature, FunctionDecl> functionDeclMap,
-            java.util.function.Function<Collection<AbstractCallExpression>, GatherFunctionCallsVisitor> gfcFactory,
-            SourceLocation sourceLoc) throws CompilationException {
-        List<AbstractCallExpression> callList = new ArrayList<>();
-        GatherFunctionCallsVisitor gfc = gfcFactory.apply(callList);
-        MutableGraph<FunctionDecl> graph = GraphBuilder.directed().allowsSelfLoops(true).build();
-        for (FunctionDecl fdFrom : functionDeclMap.values()) {
-            callList.clear();
-            fdFrom.getNormalizedFuncBody().accept(gfc, null);
-            for (AbstractCallExpression callExpr : callList) {
-                if (callExpr.getKind() == Expression.Kind.CALL_EXPRESSION) {
-                    FunctionSignature callSignature = callExpr.getFunctionSignature();
-                    FunctionDecl fdTo = functionDeclMap.get(callSignature);
-                    if (fdTo != null) {
-                        graph.putEdge(fdFrom, fdTo);
-                    }
-                }
-            }
+    public static List<List<Triple<DataverseName, String, String>>> getFunctionDependencies(FunctionDecl fd,
+            IQueryRewriter rewriter) throws CompilationException {
+        Expression normBody = fd.getNormalizedFuncBody();
+        if (normBody == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, fd.getSourceLocation(),
+                    fd.getSignature().toString());
         }
-        if (Graphs.hasCycle(graph)) {
-            throw new CompilationException(ErrorCode.ILLEGAL_FUNCTION_RECURSION, sourceLoc);
-        }
-    }
 
-    public static List<List<Triple<DataverseName, String, String>>> getFunctionDependencies(IQueryRewriter rewriter,
-            Expression expression) throws CompilationException {
-        List<AbstractCallExpression> functionCalls = new ArrayList<>();
-        rewriter.getFunctionCalls(expression, functionCalls);
-        // Duplicate elimination
-        Set<FunctionSignature> seenFunctions = new HashSet<>();
-        Set<Pair<DataverseName, String>> seenDatasets = new HashSet<>();
-        Set<Pair<DataverseName, String>> seenSynonyms = new HashSet<>();
-        //Get the List of used functions and used datasets
+        // Get the list of used functions and used datasets
         List<Triple<DataverseName, String, String>> datasetDependencies = new ArrayList<>();
-        List<Triple<DataverseName, String, String>> functionDependencies = new ArrayList<>();
-        List<Triple<DataverseName, String, String>> typeDependencies = Collections.emptyList();
         List<Triple<DataverseName, String, String>> synonymDependencies = new ArrayList<>();
-        for (AbstractCallExpression functionCall : functionCalls) {
-            switch (functionCall.getKind()) {
-                case CALL_EXPRESSION:
-                    FunctionSignature signature = functionCall.getFunctionSignature();
-                    if (isBuiltinDatasetFunction(signature)) {
-                        CallExpr callExpr = (CallExpr) functionCall;
-                        if (callExpr.getExprList().size() > 2) {
-                            // resolved via synonym -> store synonym name as a dependency
-                            Pair<DataverseName, String> synonymReference = parseDatasetFunctionArguments(callExpr, 2);
-                            if (seenSynonyms.add(synonymReference)) {
-                                synonymDependencies
-                                        .add(new Triple<>(synonymReference.first, synonymReference.second, null));
-                            }
-                        } else {
-                            // resolved directly -> store dataset name as a dependency
-                            Pair<DataverseName, String> datasetReference = parseDatasetFunctionArguments(callExpr, 0);
-                            if (seenDatasets.add(datasetReference)) {
-                                datasetDependencies
-                                        .add(new Triple<>(datasetReference.first, datasetReference.second, null));
-                            }
-                        }
-                    } else if (BuiltinFunctions.getBuiltinFunctionInfo(signature.createFunctionIdentifier()) == null) {
-                        if (seenFunctions.add(signature)) {
-                            functionDependencies.add(new Triple<>(signature.getDataverseName(), signature.getName(),
-                                    Integer.toString(signature.getArity())));
-                        }
-                    }
-                    break;
-                case WINDOW_EXPRESSION:
-                    // there cannot be used-defined window functions
-                    break;
-                default:
-                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, expression.getSourceLocation(),
-                            functionCall.getFunctionSignature().toString(false));
-            }
-        }
+        List<Triple<DataverseName, String, String>> functionDependencies = new ArrayList<>();
+        ExpressionUtils.collectDependencies(normBody, rewriter, datasetDependencies, synonymDependencies,
+                functionDependencies);
+
+        List<Triple<DataverseName, String, String>> typeDependencies = Collections.emptyList();
         return Function.createDependencies(datasetDependencies, functionDependencies, typeDependencies,
                 synonymDependencies);
     }
@@ -303,27 +237,27 @@
                 && Objects.equals(FN_DATASET_NAME, fs.getName());
     }
 
-    public static Pair<DataverseName, String> parseDatasetFunctionArguments(CallExpr datasetFn)
-            throws CompilationException {
-        return parseDatasetFunctionArguments(datasetFn, 0);
+    public static Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> parseDatasetFunctionArguments(
+            AbstractCallExpression datasetFn) throws CompilationException {
+        List<Expression> argList = datasetFn.getExprList();
+        DatasetFullyQualifiedName datasetOrViewName = parseDatasetFunctionArguments(argList, 0,
+                datasetFn.getSourceLocation(), ExpressionUtils::getStringLiteral);
+        boolean isView = argList.size() > 2 && Boolean.TRUE.equals(ExpressionUtils.getBooleanLiteral(argList.get(2)));
+        DatasetFullyQualifiedName synonymName = argList.size() > 3 ? parseDatasetFunctionArguments(argList, 3,
+                datasetFn.getSourceLocation(), ExpressionUtils::getStringLiteral) : null;
+        return new Triple<>(datasetOrViewName, isView, synonymName);
     }
 
-    public static Pair<DataverseName, String> parseDatasetFunctionArguments(CallExpr datasetFn, int startPos)
-            throws CompilationException {
-        return parseDatasetFunctionArguments(datasetFn.getExprList(), startPos, datasetFn.getSourceLocation(),
-                ExpressionUtils::getStringLiteral);
-    }
-
-    public static Pair<DataverseName, String> parseDatasetFunctionArguments(AbstractFunctionCallExpression datasetFn)
+    public static DatasetFullyQualifiedName parseDatasetFunctionArguments(AbstractFunctionCallExpression datasetFn)
             throws CompilationException {
         return parseDatasetFunctionArguments(datasetFn.getArguments(), 0, datasetFn.getSourceLocation(),
                 FunctionUtil::getStringConstant);
     }
 
-    private static <T> Pair<DataverseName, String> parseDatasetFunctionArguments(List<T> datasetFnArgs, int startPos,
-            SourceLocation sourceLoc, java.util.function.Function<T, String> argExtractFunction)
+    private static <T> DatasetFullyQualifiedName parseDatasetFunctionArguments(List<T> datasetFnArgs, int startPos,
+            SourceLocation sourceLoc, java.util.function.Function<T, String> stringAccessor)
             throws CompilationException {
-        String dataverseNameArg = argExtractFunction.apply(datasetFnArgs.get(startPos));
+        String dataverseNameArg = stringAccessor.apply(datasetFnArgs.get(startPos));
         if (dataverseNameArg == null) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc, "Invalid argument to dataset()");
         }
@@ -333,11 +267,11 @@
         } catch (AsterixException e) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc, e, "Invalid argument to dataset()");
         }
-        String datasetName = argExtractFunction.apply(datasetFnArgs.get(startPos + 1));
+        String datasetName = stringAccessor.apply(datasetFnArgs.get(startPos + 1));
         if (datasetName == null) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc, "Invalid argument to dataset()");
         }
-        return new Pair<>(dataverseName, datasetName);
+        return new DatasetFullyQualifiedName(dataverseName, datasetName);
     }
 
     private static String getStringConstant(Mutable<ILogicalExpression> arg) {
@@ -349,17 +283,6 @@
         return (value != null) && Boolean.parseBoolean(value.toLowerCase());
     }
 
-    public static Map<FunctionSignature, FunctionDecl> getFunctionMap(List<FunctionDecl> declaredFunctions) {
-        if (declaredFunctions == null || declaredFunctions.isEmpty()) {
-            return Collections.emptyMap();
-        }
-        Map<FunctionSignature, FunctionDecl> result = new HashMap<>();
-        for (FunctionDecl fd : declaredFunctions) {
-            result.put(fd.getSignature(), fd);
-        }
-        return result;
-    }
-
     public static FunctionDecl parseStoredFunction(Function function, IParserFactory parserFactory,
             IWarningCollector warningCollector, SourceLocation sourceLoc) throws CompilationException {
         if (!function.getLanguage().equals(parserFactory.getLanguage())) {
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/LangRecordParseUtil.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/LangRecordParseUtil.java
index 28639c1..0b9c895 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/LangRecordParseUtil.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/LangRecordParseUtil.java
@@ -70,10 +70,10 @@
             case LIST_CONSTRUCTOR_EXPRESSION:
                 return parseList((ListConstructor) expr);
             default:
-                throw new RuntimeDataException(ErrorCode.PARSE_ERROR, NOT_ALLOWED_EXPRESSIONS_ERROR_MESSAGE,
-                        Expression.Kind.LITERAL_EXPRESSION.toString(),
-                        Expression.Kind.RECORD_CONSTRUCTOR_EXPRESSION.toString(),
-                        Expression.Kind.LIST_CONSTRUCTOR_EXPRESSION.toString());
+                throw new RuntimeDataException(ErrorCode.PARSE_ERROR,
+                        String.format(NOT_ALLOWED_EXPRESSIONS_ERROR_MESSAGE, Expression.Kind.LITERAL_EXPRESSION,
+                                Expression.Kind.RECORD_CONSTRUCTOR_EXPRESSION,
+                                Expression.Kind.LIST_CONSTRUCTOR_EXPRESSION));
         }
     }
 
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ViewUtil.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ViewUtil.java
new file mode 100644
index 0000000..975a387
--- /dev/null
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/util/ViewUtil.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.lang.common.util;
+
+import static org.apache.asterix.metadata.utils.TypeUtil.getTemporalFormat;
+
+import java.io.StringReader;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.IParser;
+import org.apache.asterix.lang.common.base.IParserFactory;
+import org.apache.asterix.lang.common.base.IQueryRewriter;
+import org.apache.asterix.lang.common.expression.CallExpr;
+import org.apache.asterix.lang.common.expression.FieldAccessor;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
+import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.StringLiteral;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.struct.Identifier;
+import org.apache.asterix.lang.common.struct.VarIdentifier;
+import org.apache.asterix.metadata.entities.ViewDetails;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.util.LogRedactionUtil;
+
+public final class ViewUtil {
+
+    private ViewUtil() {
+    }
+
+    public static ViewDecl parseStoredView(DatasetFullyQualifiedName viewName, ViewDetails view,
+            IParserFactory parserFactory, IWarningCollector warningCollector, SourceLocation sourceLoc)
+            throws CompilationException {
+        IParser parser = parserFactory.createParser(new StringReader(view.getViewBody()));
+        try {
+            ViewDecl viewDecl = parser.parseViewBody(viewName);
+            viewDecl.setSourceLocation(sourceLoc);
+            if (warningCollector != null) {
+                parser.getWarnings(warningCollector);
+            }
+            return viewDecl;
+        } catch (CompilationException e) {
+            throw new CompilationException(ErrorCode.COMPILATION_BAD_VIEW_DEFINITION, e, sourceLoc, viewName,
+                    e.getMessage());
+        }
+    }
+
+    public static List<List<Triple<DataverseName, String, String>>> getViewDependencies(ViewDecl viewDecl,
+            List<ViewDetails.ForeignKey> foreignKeys, IQueryRewriter rewriter) throws CompilationException {
+        Expression normBody = viewDecl.getNormalizedViewBody();
+        if (normBody == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, viewDecl.getSourceLocation(),
+                    viewDecl.getViewName().toString());
+        }
+
+        // Get the list of used functions and used datasets
+        List<Triple<DataverseName, String, String>> datasetDependencies = new ArrayList<>();
+        List<Triple<DataverseName, String, String>> synonymDependencies = new ArrayList<>();
+        List<Triple<DataverseName, String, String>> functionDependencies = new ArrayList<>();
+        ExpressionUtils.collectDependencies(normBody, rewriter, datasetDependencies, synonymDependencies,
+                functionDependencies);
+
+        if (foreignKeys != null) {
+            DatasetFullyQualifiedName viewName = viewDecl.getViewName();
+            for (ViewDetails.ForeignKey foreignKey : foreignKeys) {
+                DatasetFullyQualifiedName refName = foreignKey.getReferencedDatasetName();
+                boolean isSelfReference = refName.equals(viewName);
+                if (isSelfReference || containsDependency(datasetDependencies, refName)) {
+                    continue;
+                }
+                datasetDependencies.add(new Triple<>(refName.getDataverseName(), refName.getDatasetName(), null));
+            }
+        }
+
+        List<Triple<DataverseName, String, String>> typeDependencies = Collections.emptyList();
+        return ViewDetails.createDependencies(datasetDependencies, functionDependencies, typeDependencies,
+                synonymDependencies);
+    }
+
+    private static boolean containsDependency(List<Triple<DataverseName, String, String>> inList,
+            DatasetFullyQualifiedName searchName) {
+        for (Triple<DataverseName, String, String> d : inList) {
+            if (d.first.equals(searchName.getDataverseName()) && d.second.equals(searchName.getDatasetName())) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    public static void validateViewItemType(ARecordType recordType, SourceLocation sourceLoc)
+            throws CompilationException {
+        if (recordType.isOpen()) {
+            throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc, "view type cannot have open fields");
+        }
+        String[] fieldNames = recordType.getFieldNames();
+        IAType[] fieldTypes = recordType.getFieldTypes();
+        for (int i = 0, n = fieldNames.length; i < n; i++) {
+            IAType fieldType = fieldTypes[i];
+            IAType primeType;
+            if (fieldType.getTypeTag() == ATypeTag.UNION) {
+                AUnionType unionType = (AUnionType) fieldType;
+                if (!unionType.isNullableType()) {
+                    throw new CompilationException(ErrorCode.COMPILATION_ERROR, sourceLoc,
+                            String.format("Invalid type for field %s. Optional type must allow NULL",
+                                    LogRedactionUtil.userData(fieldNames[i])));
+                }
+                primeType = unionType.getActualType();
+            } else {
+                primeType = fieldType;
+            }
+            if (TypeUtil.getTypeConstructorDefaultNull(primeType, false) == null) {
+                throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, "view",
+                        primeType.getTypeName());
+            }
+        }
+    }
+
+    public static Expression createTypeConvertExpression(Expression inExpr, IAType targetType,
+            Triple<String, String, String> temporalDataFormat, DatasetFullyQualifiedName viewName,
+            SourceLocation sourceLoc) throws CompilationException {
+        String format = temporalDataFormat != null ? getTemporalFormat(targetType, temporalDataFormat) : null;
+        boolean withFormat = format != null;
+        FunctionIdentifier constrFid = TypeUtil.getTypeConstructorDefaultNull(targetType, withFormat);
+        if (constrFid == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, viewName.toString(),
+                    targetType.getTypeName());
+        }
+        List<Expression> convertArgList = new ArrayList<>(2);
+        convertArgList.add(inExpr);
+        if (format != null) {
+            LiteralExpr formatExpr = new LiteralExpr(new StringLiteral(format));
+            formatExpr.setSourceLocation(sourceLoc);
+            convertArgList.add(formatExpr);
+        }
+        CallExpr convertExpr = new CallExpr(new FunctionSignature(constrFid), convertArgList);
+        convertExpr.setSourceLocation(inExpr.getSourceLocation());
+        return convertExpr;
+    }
+
+    public static Expression createNotIsNullExpression(Expression inExpr, SourceLocation sourceLoc) {
+        List<Expression> isNullArgs = new ArrayList<>(1);
+        isNullArgs.add(inExpr);
+        CallExpr isNullExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.IS_NULL), isNullArgs);
+        isNullExpr.setSourceLocation(sourceLoc);
+        List<Expression> notExprArgs = new ArrayList<>(1);
+        notExprArgs.add(isNullExpr);
+        CallExpr notExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.NOT), notExprArgs);
+        notExpr.setSourceLocation(sourceLoc);
+        return notExpr;
+    }
+
+    public static Expression createFieldAccessExpression(VarIdentifier inVar, String fieldName,
+            SourceLocation sourceLoc) {
+        VariableExpr inVarRef = new VariableExpr(inVar);
+        inVarRef.setSourceLocation(sourceLoc);
+        FieldAccessor fa = new FieldAccessor(inVarRef, new Identifier(fieldName));
+        fa.setSourceLocation(sourceLoc);
+        return fa;
+    }
+
+}
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/AbstractInlineUdfsVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/AbstractInlineUdfsVisitor.java
index cba6bb5..52775d3 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/AbstractInlineUdfsVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/AbstractInlineUdfsVisitor.java
@@ -19,6 +19,7 @@
 package org.apache.asterix.lang.common.visitor;
 
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -26,6 +27,7 @@
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.Expression.Kind;
 import org.apache.asterix.lang.common.base.ILangExpression;
@@ -52,6 +54,7 @@
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.InsertStatement;
 import org.apache.asterix.lang.common.statement.Query;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.QuantifiedPair;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
@@ -59,6 +62,7 @@
 import org.apache.asterix.lang.common.visitor.base.AbstractQueryExpressionVisitor;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 
@@ -68,12 +72,15 @@
 
     protected final Map<FunctionSignature, FunctionDecl> usedUDFs;
 
+    protected final Map<DatasetFullyQualifiedName, ViewDecl> usedViews;
+
     protected final CloneAndSubstituteVariablesVisitor cloneVisitor;
 
     public AbstractInlineUdfsVisitor(LangRewritingContext context, Map<FunctionSignature, FunctionDecl> usedUDFs,
-            CloneAndSubstituteVariablesVisitor cloneVisitor) {
+            Map<DatasetFullyQualifiedName, ViewDecl> usedViews, CloneAndSubstituteVariablesVisitor cloneVisitor) {
         this.context = context;
         this.usedUDFs = usedUDFs;
+        this.usedViews = usedViews;
         this.cloneVisitor = cloneVisitor;
     }
 
@@ -89,18 +96,12 @@
 
     @Override
     public Boolean visit(Query q, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(q.getBody());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(q.getBody());
         q.setBody(p.second);
         return p.first;
     }
 
     @Override
-    public Boolean visit(FunctionDecl fd, Void arg) throws CompilationException {
-        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, fd.getSourceLocation(),
-                fd.getSignature().toString());
-    }
-
-    @Override
     public Boolean visit(ListConstructor lc, Void arg) throws CompilationException {
         Pair<Boolean, List<Expression>> p = inlineUdfsInExprList(lc.getExprList());
         lc.setExprList(p.second);
@@ -111,10 +112,10 @@
     public Boolean visit(RecordConstructor rc, Void arg) throws CompilationException {
         boolean changed = false;
         for (FieldBinding b : rc.getFbList()) {
-            Pair<Boolean, Expression> leftExprInlined = inlineUdfsInExpr(b.getLeftExpr());
+            Pair<Boolean, Expression> leftExprInlined = inlineUdfsAndViewsInExpr(b.getLeftExpr());
             b.setLeftExpr(leftExprInlined.second);
             changed = changed || leftExprInlined.first;
-            Pair<Boolean, Expression> rightExprInlined = inlineUdfsInExpr(b.getRightExpr());
+            Pair<Boolean, Expression> rightExprInlined = inlineUdfsAndViewsInExpr(b.getRightExpr());
             b.setRightExpr(rightExprInlined.second);
             changed = changed || rightExprInlined.first;
         }
@@ -127,7 +128,7 @@
         callExpr.setExprList(p.second);
         boolean changed = p.first;
         if (callExpr.hasAggregateFilterExpr()) {
-            Pair<Boolean, Expression> be = inlineUdfsInExpr(callExpr.getAggregateFilterExpr());
+            Pair<Boolean, Expression> be = inlineUdfsAndViewsInExpr(callExpr.getAggregateFilterExpr());
             callExpr.setAggregateFilterExpr(be.second);
             changed |= be.first;
         }
@@ -143,25 +144,25 @@
 
     @Override
     public Boolean visit(FieldAccessor fa, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(fa.getExpr());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(fa.getExpr());
         fa.setExpr(p.second);
         return p.first;
     }
 
     @Override
     public Boolean visit(IndexAccessor fa, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(fa.getExpr());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(fa.getExpr());
         fa.setExpr(p.second);
         return p.first;
     }
 
     @Override
     public Boolean visit(IfExpr ifexpr, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p1 = inlineUdfsInExpr(ifexpr.getCondExpr());
+        Pair<Boolean, Expression> p1 = inlineUdfsAndViewsInExpr(ifexpr.getCondExpr());
         ifexpr.setCondExpr(p1.second);
-        Pair<Boolean, Expression> p2 = inlineUdfsInExpr(ifexpr.getThenExpr());
+        Pair<Boolean, Expression> p2 = inlineUdfsAndViewsInExpr(ifexpr.getThenExpr());
         ifexpr.setThenExpr(p2.second);
-        Pair<Boolean, Expression> p3 = inlineUdfsInExpr(ifexpr.getElseExpr());
+        Pair<Boolean, Expression> p3 = inlineUdfsAndViewsInExpr(ifexpr.getElseExpr());
         ifexpr.setElseExpr(p3.second);
         return p1.first || p2.first || p3.first;
     }
@@ -170,27 +171,27 @@
     public Boolean visit(QuantifiedExpression qe, Void arg) throws CompilationException {
         boolean changed = false;
         for (QuantifiedPair t : qe.getQuantifiedList()) {
-            Pair<Boolean, Expression> p = inlineUdfsInExpr(t.getExpr());
+            Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(t.getExpr());
             t.setExpr(p.second);
             if (p.first) {
                 changed = true;
             }
         }
-        Pair<Boolean, Expression> p2 = inlineUdfsInExpr(qe.getSatisfiesExpr());
+        Pair<Boolean, Expression> p2 = inlineUdfsAndViewsInExpr(qe.getSatisfiesExpr());
         qe.setSatisfiesExpr(p2.second);
         return changed || p2.first;
     }
 
     @Override
     public Boolean visit(LetClause lc, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(lc.getBindingExpr());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(lc.getBindingExpr());
         lc.setBindingExpr(p.second);
         return p.first;
     }
 
     @Override
     public Boolean visit(WhereClause wc, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(wc.getWhereExpr());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(wc.getWhereExpr());
         wc.setWhereExpr(p.second);
         return p.first;
     }
@@ -235,12 +236,12 @@
     public Boolean visit(LimitClause lc, Void arg) throws CompilationException {
         boolean changed = false;
         if (lc.hasLimitExpr()) {
-            Pair<Boolean, Expression> p1 = inlineUdfsInExpr(lc.getLimitExpr());
+            Pair<Boolean, Expression> p1 = inlineUdfsAndViewsInExpr(lc.getLimitExpr());
             lc.setLimitExpr(p1.second);
             changed = p1.first;
         }
         if (lc.hasOffset()) {
-            Pair<Boolean, Expression> p2 = inlineUdfsInExpr(lc.getOffset());
+            Pair<Boolean, Expression> p2 = inlineUdfsAndViewsInExpr(lc.getOffset());
             lc.setOffset(p2.second);
             changed |= p2.first;
         }
@@ -267,53 +268,102 @@
         boolean changed = false;
         Expression returnExpression = insert.getReturnExpression();
         if (returnExpression != null) {
-            Pair<Boolean, Expression> rewrittenReturnExpr = inlineUdfsInExpr(returnExpression);
+            Pair<Boolean, Expression> rewrittenReturnExpr = inlineUdfsAndViewsInExpr(returnExpression);
             insert.setReturnExpression(rewrittenReturnExpr.second);
             changed |= rewrittenReturnExpr.first;
         }
-        Pair<Boolean, Expression> rewrittenBodyExpression = inlineUdfsInExpr(insert.getBody());
+        Pair<Boolean, Expression> rewrittenBodyExpression = inlineUdfsAndViewsInExpr(insert.getBody());
         insert.setBody(rewrittenBodyExpression.second);
         return changed || rewrittenBodyExpression.first;
     }
 
-    protected Pair<Boolean, Expression> inlineUdfsInExpr(Expression expr) throws CompilationException {
+    protected Pair<Boolean, Expression> inlineUdfsAndViewsInExpr(Expression expr) throws CompilationException {
         if (expr.getKind() != Kind.CALL_EXPRESSION) {
             boolean r = expr.accept(this, null);
             return new Pair<>(r, expr);
         }
         CallExpr f = (CallExpr) expr;
         boolean r = expr.accept(this, null);
+
+        List<LetClause> letClauses;
+        VariableSubstitutionEnvironment bodyVarSubst;
+        Expression normBodyExpr;
+
         FunctionSignature fs = f.getFunctionSignature();
         if (FunctionUtil.isBuiltinFunctionSignature(fs)) {
-            return new Pair<>(r, expr);
+            if (!FunctionUtil.isBuiltinDatasetFunction(fs)) {
+                return new Pair<>(r, expr);
+            }
+            Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> dsArgs =
+                    FunctionUtil.parseDatasetFunctionArguments(f);
+            if (!Boolean.TRUE.equals(dsArgs.second)) {
+                // not a view
+                return new Pair<>(r, expr);
+            }
+            DatasetFullyQualifiedName viewName = dsArgs.first;
+            ViewDecl implem = usedViews.get(viewName);
+            if (implem == null) {
+                throw new CompilationException(ErrorCode.UNKNOWN_VIEW, f.getSourceLocation(), viewName);
+            }
+            // it's one of the views we want to inline
+            letClauses = Collections.emptyList();
+            bodyVarSubst = new VariableSubstitutionEnvironment();
+            normBodyExpr = implem.getNormalizedViewBody();
+            if (normBodyExpr == null) {
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, f.getSourceLocation(),
+                        viewName.toString());
+            }
+        } else {
+            FunctionDecl implem = usedUDFs.get(fs);
+            if (implem == null) {
+                //it's an external UDF
+                return new Pair<>(r, expr);
+            }
+            // it's one of the functions we want to inline
+            boolean isVarargs = implem.getSignature().getArity() == FunctionIdentifier.VARARGS;
+            Pair<List<LetClause>, VariableSubstitutionEnvironment> clausesAndSubst =
+                    createFunctionParametersSubstitution(implem.getParamList(), isVarargs, f.getExprList(),
+                            f.getSourceLocation());
+            letClauses = clausesAndSubst.first;
+            bodyVarSubst = clausesAndSubst.second;
+            normBodyExpr = implem.getNormalizedFuncBody();
+            if (normBodyExpr == null) {
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, f.getSourceLocation(),
+                        fs.toString());
+            }
         }
+
         if (f.hasAggregateFilterExpr()) {
             throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_USE_OF_FILTER_CLAUSE, f.getSourceLocation());
         }
-        FunctionDecl implem = usedUDFs.get(fs);
-        if (implem == null) {
-            throw new CompilationException(ErrorCode.UNKNOWN_FUNCTION, f.getSourceLocation(), fs.toString());
-        }
-        // it's one of the functions we want to inline
-        List<Expression> argList = f.getExprList();
+
+        Pair<ILangExpression, VariableSubstitutionEnvironment> p2 = normBodyExpr.accept(cloneVisitor, bodyVarSubst);
+        Expression resExpr = letClauses.isEmpty() ? (Expression) p2.first
+                : generateQueryExpression(letClauses, (Expression) p2.first);
+        return new Pair<>(true, resExpr);
+    }
+
+    private Pair<List<LetClause>, VariableSubstitutionEnvironment> createFunctionParametersSubstitution(
+            List<VarIdentifier> paramList, boolean isVarargs, List<Expression> argList, SourceLocation sourceLoc)
+            throws CompilationException {
         int argCount = argList.size();
         List<LetClause> clauses = new ArrayList<>(argCount + 1);
         List<Expression> argVars = new ArrayList<>(argCount);
-        for (Expression e : f.getExprList()) {
+        for (Expression e : argList) {
             // Obs: we could do smth about passing also literals, or let
             // variable inlining to take care of this.
             VarIdentifier argVar;
             if (e.getKind() == Kind.VARIABLE_EXPRESSION) {
                 argVar = ((VariableExpr) e).getVar();
             } else {
-                SourceLocation sourceLoc = e.getSourceLocation();
+                SourceLocation argSourceLoc = e.getSourceLocation();
                 argVar = context.newVariable();
                 Pair<ILangExpression, VariableSubstitutionEnvironment> p1 =
                         e.accept(cloneVisitor, new VariableSubstitutionEnvironment());
                 VariableExpr newVRef1 = new VariableExpr(argVar);
-                newVRef1.setSourceLocation(sourceLoc);
+                newVRef1.setSourceLocation(argSourceLoc);
                 LetClause c = new LetClause(newVRef1, (Expression) p1.first);
-                c.setSourceLocation(sourceLoc);
+                c.setSourceLocation(argSourceLoc);
                 clauses.add(c);
             }
 
@@ -323,49 +373,34 @@
         }
 
         VariableSubstitutionEnvironment subst = new VariableSubstitutionEnvironment();
-        List<VarIdentifier> paramList = implem.getParamList();
-        if (implem.getSignature().getArity() == FunctionIdentifier.VARARGS) {
+        if (isVarargs) {
             if (paramList.size() != 1) {
-                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, expr.getSourceLocation(),
-                        paramList.size());
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, paramList.size());
             }
             VarIdentifier paramVarargs = paramList.get(0);
             CallExpr argsListExpr =
                     new CallExpr(new FunctionSignature(BuiltinFunctions.ORDERED_LIST_CONSTRUCTOR), argVars);
-            argsListExpr.setSourceLocation(expr.getSourceLocation());
+            argsListExpr.setSourceLocation(sourceLoc);
 
             VarIdentifier argsVar = context.newVariable();
             VariableExpr argsVarRef1 = new VariableExpr(argsVar);
-            argsVarRef1.setSourceLocation(expr.getSourceLocation());
+            argsVarRef1.setSourceLocation(sourceLoc);
             LetClause c = new LetClause(argsVarRef1, argsListExpr);
-            c.setSourceLocation(expr.getSourceLocation());
+            c.setSourceLocation(sourceLoc);
             clauses.add(c);
 
             VariableExpr argsVarRef2 = new VariableExpr(argsVar);
-            argsVarRef2.setSourceLocation(expr.getSourceLocation());
+            argsVarRef2.setSourceLocation(sourceLoc);
             subst.addSubstituion(new VariableExpr(paramVarargs), argsVarRef2);
         } else {
             if (paramList.size() != argCount) {
-                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, expr.getSourceLocation(),
-                        paramList.size());
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, paramList.size());
             }
             for (int i = 0; i < argCount; i++) {
                 subst.addSubstituion(new VariableExpr(paramList.get(i)), argVars.get(i));
             }
         }
-
-        Expression funcBodyNorm = implem.getNormalizedFuncBody();
-        if (funcBodyNorm == null) {
-            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, f.getSourceLocation(), fs.toString());
-        }
-        Pair<ILangExpression, VariableSubstitutionEnvironment> p2 = funcBodyNorm.accept(cloneVisitor, subst);
-        Expression resExpr;
-        if (clauses.isEmpty()) {
-            resExpr = (Expression) p2.first;
-        } else {
-            resExpr = generateQueryExpression(clauses, (Expression) p2.first);
-        }
-        return new Pair<>(true, resExpr);
+        return new Pair<>(clauses, subst);
     }
 
     protected Pair<Boolean, List<Expression>> inlineUdfsInExprList(List<Expression> exprList)
@@ -373,7 +408,7 @@
         List<Expression> newList = new ArrayList<>(exprList.size());
         boolean changed = false;
         for (Expression e : exprList) {
-            Pair<Boolean, Expression> be = inlineUdfsInExpr(e);
+            Pair<Boolean, Expression> be = inlineUdfsAndViewsInExpr(e);
             newList.add(be.second);
             changed |= be.first;
         }
@@ -385,7 +420,7 @@
         List<GbyVariableExpressionPair> newList = new ArrayList<>(gbyPairList.size());
         boolean changed = false;
         for (GbyVariableExpressionPair p : gbyPairList) {
-            Pair<Boolean, Expression> be = inlineUdfsInExpr(p.getExpr());
+            Pair<Boolean, Expression> be = inlineUdfsAndViewsInExpr(p.getExpr());
             newList.add(new GbyVariableExpressionPair(p.getVar(), be.second));
             changed |= be.first;
         }
@@ -397,7 +432,7 @@
         List<Pair<Expression, Identifier>> newList = new ArrayList<>(fieldList.size());
         boolean changed = false;
         for (Pair<Expression, Identifier> p : fieldList) {
-            Pair<Boolean, Expression> be = inlineUdfsInExpr(p.first);
+            Pair<Boolean, Expression> be = inlineUdfsAndViewsInExpr(p.first);
             newList.add(new Pair<>(be.second, p.second));
             changed |= be.first;
         }
@@ -409,7 +444,7 @@
         Map<Expression, VariableExpr> newMap = new HashMap<>();
         boolean changed = false;
         for (Map.Entry<Expression, VariableExpr> me : varMap.entrySet()) {
-            Pair<Boolean, Expression> be = inlineUdfsInExpr(me.getKey());
+            Pair<Boolean, Expression> be = inlineUdfsAndViewsInExpr(me.getKey());
             newMap.put(be.second, me.getValue());
             changed |= be.first;
         }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/CloneAndSubstituteVariablesVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/CloneAndSubstituteVariablesVisitor.java
index 4b30c97..d73c264 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/CloneAndSubstituteVariablesVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/CloneAndSubstituteVariablesVisitor.java
@@ -250,7 +250,8 @@
             VariableSubstitutionEnvironment env) throws CompilationException {
         List<Expression> exprList =
                 VariableCloneAndSubstitutionUtil.visitAndCloneExprList(oc.getOrderbyList(), env, this);
-        OrderbyClause oc2 = new OrderbyClause(exprList, new ArrayList<>(oc.getModifierList()));
+        OrderbyClause oc2 = new OrderbyClause(exprList, new ArrayList<>(oc.getModifierList()),
+                new ArrayList<>(oc.getNullModifierList()));
         oc2.setNumFrames(oc.getNumFrames());
         oc2.setNumTuples(oc.getNumTuples());
         oc2.setRangeMap(oc.getRangeMap());
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/FormatPrintVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/FormatPrintVisitor.java
index 0474c0e..0ddbeb4 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/FormatPrintVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/FormatPrintVisitor.java
@@ -39,6 +39,7 @@
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.clause.LimitClause;
 import org.apache.asterix.lang.common.clause.OrderbyClause;
+import org.apache.asterix.lang.common.clause.OrderbyClause.NullOrderModifier;
 import org.apache.asterix.lang.common.clause.OrderbyClause.OrderModifier;
 import org.apache.asterix.lang.common.clause.UpdateClause;
 import org.apache.asterix.lang.common.clause.WhereClause;
@@ -70,10 +71,13 @@
 import org.apache.asterix.lang.common.statement.CreateDataverseStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedPolicyStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement;
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateIndexStatement;
 import org.apache.asterix.lang.common.statement.CreateLibraryStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
@@ -83,6 +87,8 @@
 import org.apache.asterix.lang.common.statement.ExternalDetailsDecl;
 import org.apache.asterix.lang.common.statement.FeedDropStatement;
 import org.apache.asterix.lang.common.statement.FeedPolicyDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextConfigDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextFilterDropStatement;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.FunctionDropStatement;
 import org.apache.asterix.lang.common.statement.IndexDropStatement;
@@ -100,6 +106,8 @@
 import org.apache.asterix.lang.common.statement.TypeDecl;
 import org.apache.asterix.lang.common.statement.TypeDropStatement;
 import org.apache.asterix.lang.common.statement.UpdateStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.statement.ViewDropStatement;
 import org.apache.asterix.lang.common.statement.WriteStatement;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.OperatorType;
@@ -310,7 +318,7 @@
     @Override
     public Void visit(OrderbyClause oc, Integer step) throws CompilationException {
         out.print(skip(step) + "order by ");
-        printDelimitedObyExpressions(oc.getOrderbyList(), oc.getModifierList(), step);
+        printDelimitedObyExpressions(oc.getOrderbyList(), oc.getModifierList(), oc.getNullModifierList(), step);
         out.println();
         return null;
     }
@@ -638,20 +646,52 @@
         out.print(generateFullName(cis.getDataverseName(), cis.getDatasetName()));
 
         out.print(" (");
-        List<Pair<List<String>, IndexedTypeExpression>> fieldExprs = cis.getFieldExprs();
+        List<CreateIndexStatement.IndexedElement> indexedElements = cis.getIndexedElements();
         int index = 0;
-        int size = fieldExprs.size();
-        for (Pair<List<String>, IndexedTypeExpression> entry : fieldExprs) {
-            printNestField(entry.first);
-            IndexedTypeExpression typeExpr = entry.second;
-            if (typeExpr != null) {
-                out.print(":");
-                typeExpr.getType().accept(this, step);
-                if (typeExpr.isUnknownable()) {
-                    out.print('?');
+        for (CreateIndexStatement.IndexedElement element : indexedElements) {
+            List<Pair<List<String>, IndexedTypeExpression>> projectList = element.getProjectList();
+
+            if (element.hasUnnest()) {
+                int innerIndex = 0;
+                out.print("(");
+                for (List<String> unnest : element.getUnnestList()) {
+                    out.print(" unnest ");
+                    printNestField(unnest);
+                    if (++innerIndex < element.getUnnestList().size()) {
+                        out.print(" ");
+                    }
+                }
+
+                if (projectList.get(0).first != null) {
+                    innerIndex = 0;
+                    out.print(" select ");
+                    for (Pair<List<String>, IndexedTypeExpression> project : projectList) {
+                        printNestField(project.first);
+                        if (project.second != null) {
+                            out.print(":");
+                            project.second.getType().accept(this, step);
+                            if (project.second.isUnknownable()) {
+                                out.print('?');
+                            }
+                        }
+                        if (++innerIndex < element.getProjectList().size()) {
+                            out.print(",");
+                        }
+                    }
+                }
+                out.print(")");
+            } else {
+                printNestField(projectList.get(0).first);
+                IndexedTypeExpression typeExpr = projectList.get(0).second;
+                if (typeExpr != null) {
+                    out.print(":");
+                    typeExpr.getType().accept(this, step);
+                    if (typeExpr.isUnknownable()) {
+                        out.print('?');
+                    }
                 }
             }
-            if (++index < size) {
+            if (++index < indexedElements.size()) {
                 out.print(",");
             }
         }
@@ -686,6 +726,20 @@
     }
 
     @Override
+    public Void visit(CreateFullTextFilterStatement cis, Integer step) throws CompilationException {
+        out.print(skip(step) + "create fulltext filter " + cis.getFilterName());
+        out.println(SEMICOLON);
+        return null;
+    }
+
+    @Override
+    public Void visit(CreateFullTextConfigStatement cis, Integer step) throws CompilationException {
+        out.print(skip(step) + "create fulltext config " + cis.getConfigName());
+        out.println(SEMICOLON);
+        return null;
+    }
+
+    @Override
     public Void visit(IndexDropStatement del, Integer step) throws CompilationException {
         out.print(skip(step) + "drop index ");
         out.print(generateFullName(del.getDataverseName(), del.getDatasetName()));
@@ -719,6 +773,20 @@
     }
 
     @Override
+    public Void visit(FullTextFilterDropStatement del, Integer step) throws CompilationException {
+        out.print(skip(step) + "drop fulltext filter " + del.getFilterName());
+        out.println(generateIfExists(del.getIfExists()) + SEMICOLON);
+        return null;
+    }
+
+    @Override
+    public Void visit(FullTextConfigDropStatement del, Integer step) throws CompilationException {
+        out.print(skip(step) + "drop fulltext config " + del.getConfigName());
+        out.println(generateIfExists(del.getIfExists()) + SEMICOLON);
+        return null;
+    }
+
+    @Override
     public Void visit(ConnectFeedStatement connectFeedStmt, Integer step) throws CompilationException {
         out.print(skip(step) + "connect " + FEED);
         out.print(generateFullName(connectFeedStmt.getDataverseName(), new Identifier(connectFeedStmt.getFeedName())));
@@ -893,6 +961,32 @@
         return null;
     }
 
+    @Override
+    public Void visit(CreateViewStatement cvs, Integer step) throws CompilationException {
+        out.print(skip(step) + CREATE + generateOrReplace(cvs.getReplaceIfExists()) + " view ");
+        out.print(generateIfNotExists(cvs.getIfNotExists()));
+        out.print(generateFullName(cvs.getDataverseName(), cvs.getViewName()));
+        out.print(" as ");
+        out.print(cvs.getViewBody());
+        out.println(SEMICOLON);
+        return null;
+    }
+
+    @Override
+    public Void visit(ViewDropStatement vds, Integer step) throws CompilationException {
+        out.print(skip(step) + "drop view ");
+        out.print(generateFullName(vds.getDataverseName(), vds.getViewName()));
+        out.print(generateIfExists(vds.getIfExists()));
+        out.println(SEMICOLON);
+        return null;
+    }
+
+    @Override
+    public Void visit(ViewDecl vd, Integer arg) throws CompilationException {
+        // this statement is internal
+        return null;
+    }
+
     protected void printConfiguration(Map<String, String> properties) {
         if (properties.size() > 0) {
             out.print("(");
@@ -944,8 +1038,8 @@
         }
     }
 
-    protected void printDelimitedObyExpressions(List<Expression> list, List<OrderModifier> mlist, Integer step)
-            throws CompilationException {
+    protected void printDelimitedObyExpressions(List<Expression> list, List<OrderModifier> mlist,
+            List<NullOrderModifier> nlist, Integer step) throws CompilationException {
         int index = 0;
         int size = list.size();
         for (Expression expr : list) {
@@ -954,6 +1048,11 @@
             if (orderModifier != OrderModifier.ASC) {
                 out.print(orderModifier.toString().toLowerCase());
             }
+            NullOrderModifier nullModifier = nlist.get(index);
+            if (nullModifier != null) {
+                out.print(" nulls ");
+                out.print(nullModifier.toString().toLowerCase());
+            }
             if (++index < size) {
                 out.print(COMMA);
             }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/GatherFunctionCallsVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/GatherFunctionCallsVisitor.java
index 25f4103..b7cf7af 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/GatherFunctionCallsVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/GatherFunctionCallsVisitor.java
@@ -47,7 +47,6 @@
 import org.apache.asterix.lang.common.expression.TypeReferenceExpression;
 import org.apache.asterix.lang.common.expression.UnaryExpr;
 import org.apache.asterix.lang.common.expression.VariableExpr;
-import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.InsertStatement;
 import org.apache.asterix.lang.common.statement.Query;
 import org.apache.asterix.lang.common.struct.Identifier;
@@ -242,9 +241,4 @@
         }
         return null;
     }
-
-    @Override
-    public Void visit(FunctionDecl fd, Void arg) throws CompilationException {
-        return null;
-    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/QueryPrintVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/QueryPrintVisitor.java
index e756eee..79e90a4 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/QueryPrintVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/QueryPrintVisitor.java
@@ -31,6 +31,7 @@
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.clause.LimitClause;
 import org.apache.asterix.lang.common.clause.OrderbyClause;
+import org.apache.asterix.lang.common.clause.OrderbyClause.NullOrderModifier;
 import org.apache.asterix.lang.common.clause.OrderbyClause.OrderModifier;
 import org.apache.asterix.lang.common.clause.WhereClause;
 import org.apache.asterix.lang.common.expression.CallExpr;
@@ -241,10 +242,14 @@
     public Void visit(OrderbyClause oc, Integer step) throws CompilationException {
         out.println(skip(step) + "Orderby");
         List<OrderModifier> mlist = oc.getModifierList();
+        List<NullOrderModifier> nlist = oc.getNullModifierList();
         List<Expression> list = oc.getOrderbyList();
         for (int i = 0; i < list.size(); i++) {
             list.get(i).accept(this, step + 1);
-            out.println(skip(step + 1) + mlist.get(i).toString());
+            OrderModifier orderModifier = mlist.get(i);
+            NullOrderModifier nullOrderModifier = nlist.get(i);
+            out.println(
+                    skip(step + 1) + orderModifier + (nullOrderModifier != null ? " NULLS " + nullOrderModifier : ""));
         }
         out.println();
         return null;
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/AbstractQueryExpressionVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/AbstractQueryExpressionVisitor.java
index 9f4571d..91fe664 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/AbstractQueryExpressionVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/AbstractQueryExpressionVisitor.java
@@ -31,10 +31,13 @@
 import org.apache.asterix.lang.common.statement.CreateDataverseStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedPolicyStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement;
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateIndexStatement;
 import org.apache.asterix.lang.common.statement.CreateLibraryStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
@@ -43,6 +46,8 @@
 import org.apache.asterix.lang.common.statement.DropDatasetStatement;
 import org.apache.asterix.lang.common.statement.FeedDropStatement;
 import org.apache.asterix.lang.common.statement.FeedPolicyDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextConfigDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextFilterDropStatement;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.FunctionDropStatement;
 import org.apache.asterix.lang.common.statement.IndexDropStatement;
@@ -59,6 +64,8 @@
 import org.apache.asterix.lang.common.statement.TypeDecl;
 import org.apache.asterix.lang.common.statement.TypeDropStatement;
 import org.apache.asterix.lang.common.statement.UpdateStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.statement.ViewDropStatement;
 import org.apache.asterix.lang.common.statement.WriteStatement;
 
 public abstract class AbstractQueryExpressionVisitor<R, T> implements ILangVisitor<R, T> {
@@ -184,6 +191,26 @@
     }
 
     @Override
+    public R visit(CreateFullTextFilterStatement del, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
+    public R visit(FullTextFilterDropStatement del, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
+    public R visit(CreateFullTextConfigStatement del, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
+    public R visit(FullTextConfigDropStatement del, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
     public R visit(DisconnectFeedStatement del, T arg) throws CompilationException {
         return null;
     }
@@ -267,4 +294,19 @@
     public R visit(LibraryDropStatement del, T arg) throws CompilationException {
         return null;
     }
+
+    @Override
+    public R visit(CreateViewStatement cvs, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
+    public R visit(ViewDropStatement vds, T arg) throws CompilationException {
+        return null;
+    }
+
+    @Override
+    public R visit(ViewDecl vd, T arg) throws CompilationException {
+        return null;
+    }
 }
diff --git a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/ILangVisitor.java b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/ILangVisitor.java
index 2957509..c2b1311 100644
--- a/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/ILangVisitor.java
+++ b/asterixdb/asterix-lang-common/src/main/java/org/apache/asterix/lang/common/visitor/base/ILangVisitor.java
@@ -48,10 +48,13 @@
 import org.apache.asterix.lang.common.statement.CreateDataverseStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedPolicyStatement;
 import org.apache.asterix.lang.common.statement.CreateFeedStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement;
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateIndexStatement;
 import org.apache.asterix.lang.common.statement.CreateLibraryStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
@@ -60,6 +63,8 @@
 import org.apache.asterix.lang.common.statement.DropDatasetStatement;
 import org.apache.asterix.lang.common.statement.FeedDropStatement;
 import org.apache.asterix.lang.common.statement.FeedPolicyDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextConfigDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextFilterDropStatement;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.FunctionDropStatement;
 import org.apache.asterix.lang.common.statement.IndexDropStatement;
@@ -76,6 +81,8 @@
 import org.apache.asterix.lang.common.statement.TypeDecl;
 import org.apache.asterix.lang.common.statement.TypeDropStatement;
 import org.apache.asterix.lang.common.statement.UpdateStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.statement.ViewDropStatement;
 import org.apache.asterix.lang.common.statement.WriteStatement;
 
 public interface ILangVisitor<R, T> {
@@ -144,8 +151,16 @@
 
     R visit(CreateDataverseStatement del, T arg) throws CompilationException;
 
+    R visit(CreateFullTextFilterStatement cis, T arg) throws CompilationException;
+
+    R visit(CreateFullTextConfigStatement cis, T arg) throws CompilationException;
+
     R visit(IndexDropStatement del, T arg) throws CompilationException;
 
+    R visit(FullTextFilterDropStatement del, T arg) throws CompilationException;
+
+    R visit(FullTextConfigDropStatement del, T arg) throws CompilationException;
+
     R visit(NodeGroupDropStatement del, T arg) throws CompilationException;
 
     R visit(DataverseDropStatement del, T arg) throws CompilationException;
@@ -195,4 +210,10 @@
     R visit(CompactStatement del, T arg) throws CompilationException;
 
     R visit(ListSliceExpression expression, T arg) throws CompilationException;
+
+    R visit(CreateViewStatement cvs, T arg) throws CompilationException;
+
+    R visit(ViewDropStatement vds, T arg) throws CompilationException;
+
+    R visit(ViewDecl vd, T arg) throws CompilationException;
 }
diff --git a/asterixdb/asterix-lang-sqlpp/pom.xml b/asterixdb/asterix-lang-sqlpp/pom.xml
index da49124..0248ed7 100644
--- a/asterixdb/asterix-lang-sqlpp/pom.xml
+++ b/asterixdb/asterix-lang-sqlpp/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/JoinClause.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/JoinClause.java
index 18b7a24..be3ebda 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/JoinClause.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/JoinClause.java
@@ -19,8 +19,11 @@
 
 package org.apache.asterix.lang.sqlpp.clause;
 
+import java.util.Objects;
+
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.Literal;
 import org.apache.asterix.lang.common.expression.VariableExpr;
 import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
 import org.apache.asterix.lang.sqlpp.optype.JoinType;
@@ -30,10 +33,21 @@
 
     private final JoinType joinType;
 
+    private Literal.Type outerJoinMissingValueType;
+
     public JoinClause(JoinType joinType, Expression rightExpr, VariableExpr rightVar, VariableExpr rightPosVar,
-            Expression conditionExpr) {
+            Expression conditionExpr, Literal.Type outerJoinMissingValueType) {
         super(rightExpr, rightVar, rightPosVar, conditionExpr);
         this.joinType = joinType;
+        setOuterJoinMissingValueType(outerJoinMissingValueType);
+    }
+
+    public Literal.Type getOuterJoinMissingValueType() {
+        return outerJoinMissingValueType;
+    }
+
+    public void setOuterJoinMissingValueType(Literal.Type outerJoinMissingValueType) {
+        this.outerJoinMissingValueType = validateMissingValueType(joinType, outerJoinMissingValueType);
     }
 
     @Override
@@ -52,7 +66,8 @@
 
     @Override
     public int hashCode() {
-        return 31 * super.hashCode() + joinType.hashCode();
+        return 31 * super.hashCode() + 31 * joinType.hashCode()
+                + (outerJoinMissingValueType != null ? outerJoinMissingValueType.hashCode() : 0);
     }
 
     @Override
@@ -64,6 +79,28 @@
             return false;
         }
         JoinClause target = (JoinClause) object;
-        return super.equals(target) && joinType.equals(target.getJoinType());
+        return super.equals(target) && joinType.equals(target.getJoinType())
+                && Objects.equals(outerJoinMissingValueType, target.outerJoinMissingValueType);
+    }
+
+    private static Literal.Type validateMissingValueType(JoinType joinType, Literal.Type missingValueType) {
+        switch (joinType) {
+            case INNER:
+                if (missingValueType != null) {
+                    throw new IllegalArgumentException(String.valueOf(missingValueType));
+                }
+                return null;
+            case LEFTOUTER:
+            case RIGHTOUTER:
+                switch (Objects.requireNonNull(missingValueType)) {
+                    case MISSING:
+                    case NULL:
+                        return missingValueType;
+                    default:
+                        throw new IllegalArgumentException(String.valueOf(missingValueType));
+                }
+            default:
+                throw new IllegalStateException(String.valueOf(joinType));
+        }
     }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/Projection.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/Projection.java
index 7f353d6..fbfc5a2 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/Projection.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/Projection.java
@@ -29,16 +29,58 @@
 
 public class Projection extends AbstractClause {
 
+    public enum Kind {
+        NAMED_EXPR, // expr AS name
+        STAR, // *
+        VAR_STAR, // variable.*
+        EVERY_VAR_STAR // *.* (currently only used in SQL-compatible mode)
+    }
+
+    private Kind kind;
     private Expression expr;
     private String name;
-    private boolean star;
-    private boolean varStar;
 
-    public Projection(Expression expr, String name, boolean star, boolean varStar) {
+    public Projection(Kind kind, Expression expr, String name) {
+        validateKind(kind, expr, name);
+        this.kind = kind;
         this.expr = expr;
         this.name = name;
-        this.star = star;
-        this.varStar = varStar;
+    }
+
+    private static void validateKind(Kind kind, Expression expr, String name) {
+        switch (kind) {
+            case NAMED_EXPR:
+                if (expr == null) {
+                    throw new NullPointerException();
+                }
+                break;
+            case STAR:
+            case EVERY_VAR_STAR:
+                if (expr != null || name != null) {
+                    throw new IllegalArgumentException();
+                }
+                break;
+            case VAR_STAR:
+                if (expr == null) {
+                    throw new NullPointerException();
+                }
+                if (name != null) {
+                    throw new IllegalArgumentException();
+                }
+                break;
+            default:
+                throw new IllegalArgumentException();
+        }
+    }
+
+    @Deprecated
+    public Projection(Expression expr, String name, boolean star, boolean varStar) {
+        this(asKind(star, varStar), expr, name);
+    }
+
+    @Deprecated
+    private static Kind asKind(boolean star, boolean varStar) {
+        return star ? Kind.STAR : varStar ? Kind.VAR_STAR : Kind.NAMED_EXPR;
     }
 
     @Override
@@ -59,6 +101,10 @@
         this.expr = expr;
     }
 
+    public boolean hasExpression() {
+        return expr != null;
+    }
+
     public String getName() {
         return name;
     }
@@ -71,22 +117,43 @@
         return name != null;
     }
 
-    public boolean star() {
-        return star;
+    public Kind getKind() {
+        return kind;
     }
 
+    public void setKind(Kind kind) {
+        this.kind = kind;
+    }
+
+    @Deprecated
+    public boolean star() {
+        return kind == Kind.STAR;
+    }
+
+    @Deprecated
     public boolean varStar() {
-        return varStar;
+        return kind == Kind.VAR_STAR;
     }
 
     @Override
     public String toString() {
-        return star ? "*" : (String.valueOf(expr) + (varStar ? ".*" : (hasName() ? " as " + getName() : "")));
+        switch (kind) {
+            case NAMED_EXPR:
+                return expr + (hasName() ? " as " + getName() : "");
+            case STAR:
+                return "*";
+            case VAR_STAR:
+                return expr + ".*";
+            case EVERY_VAR_STAR:
+                return "*.*";
+            default:
+                throw new IllegalStateException();
+        }
     }
 
     @Override
     public int hashCode() {
-        return Objects.hash(expr, varStar, name, star);
+        return Objects.hash(kind, expr, name);
     }
 
     @Override
@@ -98,7 +165,6 @@
             return false;
         }
         Projection target = (Projection) object;
-        return Objects.equals(expr, target.expr) && Objects.equals(name, target.name) && varStar == target.varStar
-                && star == target.star;
+        return kind == target.kind && Objects.equals(expr, target.expr) && Objects.equals(name, target.name);
     }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/SelectClause.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/SelectClause.java
index 3b550a3..ea6bac9 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/SelectClause.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/SelectClause.java
@@ -48,6 +48,16 @@
         return ClauseType.SELECT_CLAUSE;
     }
 
+    public void setSelectElement(SelectElement selectElement) {
+        this.selectElement = selectElement;
+        this.selectRegular = null;
+    }
+
+    public void setSelectRegular(SelectRegular selectRegular) {
+        this.selectRegular = selectRegular;
+        this.selectElement = null;
+    }
+
     public SelectElement getSelectElement() {
         return selectElement;
     }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/UnnestClause.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/UnnestClause.java
index f035be4..054ff26 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/UnnestClause.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/clause/UnnestClause.java
@@ -19,8 +19,11 @@
 
 package org.apache.asterix.lang.sqlpp.clause;
 
+import java.util.Objects;
+
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.Literal;
 import org.apache.asterix.lang.common.expression.VariableExpr;
 import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
 import org.apache.asterix.lang.sqlpp.optype.UnnestType;
@@ -30,9 +33,21 @@
 
     private final UnnestType unnestType;
 
-    public UnnestClause(UnnestType unnestType, Expression rightExpr, VariableExpr rightVar, VariableExpr rightPosVar) {
+    private Literal.Type outerUnnestMissingValueType;
+
+    public UnnestClause(UnnestType unnestType, Expression rightExpr, VariableExpr rightVar, VariableExpr rightPosVar,
+            Literal.Type outerUnnestMissingValueType) {
         super(rightExpr, rightVar, rightPosVar);
         this.unnestType = unnestType;
+        setOuterUnnestMissingValueType(outerUnnestMissingValueType);
+    }
+
+    public Literal.Type getOuterUnnestMissingValueType() {
+        return outerUnnestMissingValueType;
+    }
+
+    public void setOuterUnnestMissingValueType(Literal.Type outerUnnestMissingValueType) {
+        this.outerUnnestMissingValueType = validateMissingValueType(unnestType, outerUnnestMissingValueType);
     }
 
     @Override
@@ -51,7 +66,8 @@
 
     @Override
     public int hashCode() {
-        return 31 * super.hashCode() + unnestType.hashCode();
+        return 31 * super.hashCode() + 31 * unnestType.hashCode()
+                + +(outerUnnestMissingValueType != null ? outerUnnestMissingValueType.hashCode() : 0);
     }
 
     @Override
@@ -63,6 +79,27 @@
             return false;
         }
         UnnestClause target = (UnnestClause) object;
-        return super.equals(target) && unnestType.equals(target.getUnnestType());
+        return super.equals(target) && unnestType.equals(target.getUnnestType())
+                && Objects.equals(outerUnnestMissingValueType, target.outerUnnestMissingValueType);
+    }
+
+    private static Literal.Type validateMissingValueType(UnnestType unnestType, Literal.Type missingValueType) {
+        switch (unnestType) {
+            case INNER:
+                if (missingValueType != null) {
+                    throw new IllegalArgumentException(String.valueOf(missingValueType));
+                }
+                return null;
+            case LEFTOUTER:
+                switch (Objects.requireNonNull(missingValueType)) {
+                    case MISSING:
+                    case NULL:
+                        return missingValueType;
+                    default:
+                        throw new IllegalArgumentException(String.valueOf(missingValueType));
+                }
+            default:
+                throw new IllegalStateException(String.valueOf(unnestType));
+        }
     }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/SelectExpression.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/SelectExpression.java
index 62b8734..2a3ec4e 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/SelectExpression.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/SelectExpression.java
@@ -68,10 +68,18 @@
         return selectSetOperation;
     }
 
+    public void setOrderbyClause(OrderbyClause orderbyClause) {
+        this.orderbyClause = orderbyClause;
+    }
+
     public OrderbyClause getOrderbyClause() {
         return orderbyClause;
     }
 
+    public void setLimitClause(LimitClause limitClause) {
+        this.limitClause = limitClause;
+    }
+
     public LimitClause getLimitClause() {
         return limitClause;
     }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/WindowExpression.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/WindowExpression.java
index 417cae6..85b9578 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/WindowExpression.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/expression/WindowExpression.java
@@ -40,6 +40,7 @@
     private List<Expression> partitionList;
     private List<Expression> orderbyList;
     private List<OrderbyClause.OrderModifier> orderbyModifierList;
+    private List<OrderbyClause.NullOrderModifier> orderbyNullModifierList;
 
     private FrameMode frameMode;
     private FrameBoundaryKind frameStartKind;
@@ -56,7 +57,8 @@
 
     public WindowExpression(FunctionSignature functionSignature, List<Expression> exprList, Expression aggFilterExpr,
             List<Expression> partitionList, List<Expression> orderbyList,
-            List<OrderbyClause.OrderModifier> orderbyModifierList, FrameMode frameMode,
+            List<OrderbyClause.OrderModifier> orderbyModifierList,
+            List<OrderbyClause.NullOrderModifier> orderbyNullModifierList, FrameMode frameMode,
             FrameBoundaryKind frameStartKind, Expression frameStartExpr, FrameBoundaryKind frameEndKind,
             Expression frameEndExpr, FrameExclusionKind frameExclusionKind, VariableExpr windowVar,
             List<Pair<Expression, Identifier>> windowFieldList, Boolean ignoreNulls, Boolean fromLast) {
@@ -64,6 +66,7 @@
         this.partitionList = partitionList;
         this.orderbyList = orderbyList;
         this.orderbyModifierList = orderbyModifierList;
+        this.orderbyNullModifierList = orderbyNullModifierList;
         this.frameMode = frameMode;
         this.frameStartKind = frameStartKind;
         this.frameStartExpr = frameStartExpr;
@@ -113,6 +116,14 @@
         this.orderbyModifierList = orderbyModifierList;
     }
 
+    public List<OrderbyClause.NullOrderModifier> getOrderbyNullModifierList() {
+        return orderbyNullModifierList;
+    }
+
+    public void setOrderbyNullModifierList(List<OrderbyClause.NullOrderModifier> orderbyNullModifierList) {
+        this.orderbyNullModifierList = orderbyNullModifierList;
+    }
+
     public boolean hasFrameDefinition() {
         return frameMode != null;
     }
@@ -292,7 +303,12 @@
                 if (i > 0) {
                     sb.append(',');
                 }
-                sb.append(orderbyList.get(i)).append(' ').append(orderbyModifierList.get(i));
+                OrderbyClause.OrderModifier orderModifier = orderbyModifierList.get(i);
+                OrderbyClause.NullOrderModifier nullOrderModifier = orderbyNullModifierList.get(i);
+                sb.append(orderbyList.get(i)).append(' ').append(orderModifier);
+                if (nullOrderModifier != null) {
+                    sb.append(" NULLS ").append(nullOrderModifier);
+                }
             }
         }
         if (hasFrameDefinition()) {
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/SqlppHint.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/SqlppHint.java
index ea199ea..925140b 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/SqlppHint.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/parser/SqlppHint.java
@@ -41,6 +41,7 @@
     LIST_VAL_FILE_HINT("list-val-file"),
     RANGE_HINT("range"),
     SKIP_SECONDARY_INDEX_SEARCH_HINT("skip-index"),
+    SPATIAL_JOIN_HINT("spatial-partitioning"),
     USE_SECONDARY_INDEX_SEARCH_HINT("use-index"),
     VAL_FILE_HINT("val-files"),
     VAL_FILE_SAME_INDEX_HINT("val-file-same-idx"),
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriter.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriter.java
index 8dd206f..557f17d 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriter.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriter.java
@@ -18,15 +18,49 @@
  */
 package org.apache.asterix.lang.sqlpp.rewrites;
 
+import java.util.ArrayList;
 import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
+import org.apache.asterix.lang.common.base.AbstractClause;
+import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.IParserFactory;
 import org.apache.asterix.lang.common.base.IReturningStatement;
+import org.apache.asterix.lang.common.clause.LetClause;
+import org.apache.asterix.lang.common.clause.WhereClause;
+import org.apache.asterix.lang.common.expression.CallExpr;
+import org.apache.asterix.lang.common.expression.FieldBinding;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
+import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.StringLiteral;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
+import org.apache.asterix.lang.common.util.ViewUtil;
+import org.apache.asterix.lang.sqlpp.clause.FromClause;
+import org.apache.asterix.lang.sqlpp.clause.FromTerm;
+import org.apache.asterix.lang.sqlpp.clause.SelectBlock;
+import org.apache.asterix.lang.sqlpp.clause.SelectClause;
+import org.apache.asterix.lang.sqlpp.clause.SelectElement;
+import org.apache.asterix.lang.sqlpp.clause.SelectSetOperation;
+import org.apache.asterix.lang.sqlpp.expression.SelectExpression;
+import org.apache.asterix.lang.sqlpp.struct.SetOperationInput;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.api.exceptions.SourceLocation;
 
+/**
+ * This rewriter is used to rewrite body expression of user defined functions and views
+ */
 class SqlppFunctionBodyRewriter extends SqlppQueryRewriter {
 
     public SqlppFunctionBodyRewriter(IParserFactory parserFactory) {
@@ -35,15 +69,15 @@
 
     @Override
     public void rewrite(LangRewritingContext context, IReturningStatement topStatement, boolean allowNonStoredUdfCalls,
-            boolean inlineUdfs, Collection<VarIdentifier> externalVars) throws CompilationException {
-        if (inlineUdfs) {
-            // When rewriting function body we do not inline UDFs into it.
+            boolean inlineUdfsAndViews, Collection<VarIdentifier> externalVars) throws CompilationException {
+        if (inlineUdfsAndViews) {
+            // When rewriting function or view body we do not inline UDFs or views into it.
             // The main query rewriter will inline everything later, when it processes the query
-            throw new CompilationException(ErrorCode.ILLEGAL_STATE, topStatement.getSourceLocation(), "inlineUdfs");
+            throw new CompilationException(ErrorCode.ILLEGAL_STATE, topStatement.getSourceLocation(), "");
         }
 
         // Sets up parameters.
-        setup(context, topStatement, externalVars, allowNonStoredUdfCalls, inlineUdfs);
+        setup(context, topStatement, externalVars, allowNonStoredUdfCalls, inlineUdfsAndViews);
 
         // Resolves function calls
         resolveFunctionCalls();
@@ -97,4 +131,101 @@
         // Rewrites RIGHT OUTER JOINs into LEFT OUTER JOINs if possible
         rewriteRightJoins();
     }
+
+    static Expression castViewBodyAsType(LangRewritingContext context, Expression bodyExpr, IAType itemType,
+            Triple<String, String, String> temporalDataFormat, DatasetFullyQualifiedName viewName,
+            SourceLocation sourceLoc) throws CompilationException {
+        if (itemType.getTypeTag() != ATypeTag.OBJECT) {
+            throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, viewName,
+                    itemType.getTypeName());
+        }
+        ARecordType recordType = (ARecordType) itemType;
+        if (recordType.isOpen()) {
+            throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, viewName,
+                    itemType.getTypeName());
+        }
+        String[] fieldNames = recordType.getFieldNames();
+        IAType[] fieldTypes = recordType.getFieldTypes();
+        int n = fieldNames.length;
+        if (n == 0) {
+            throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, viewName,
+                    itemType.getTypeName());
+        }
+        List<FieldBinding> projections = new ArrayList<>(n);
+        List<AbstractClause> letWhereClauseList = new ArrayList<>(n + 1);
+        List<Expression> filters = null;
+        VarIdentifier fromVar = context.newVariable();
+        for (int i = 0; i < n; i++) {
+            String fieldName = fieldNames[i];
+            IAType fieldType = fieldTypes[i];
+            IAType primeType;
+            boolean fieldTypeNullable;
+            if (fieldType.getTypeTag() == ATypeTag.UNION) {
+                AUnionType unionType = (AUnionType) fieldType;
+                fieldTypeNullable = unionType.isNullableType();
+                if (!fieldTypeNullable) {
+                    throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, sourceLoc, viewName,
+                            unionType.toString());
+                }
+                primeType = unionType.getActualType();
+            } else {
+                fieldTypeNullable = false;
+                primeType = fieldType;
+            }
+            Expression expr = ViewUtil.createFieldAccessExpression(fromVar, fieldName, sourceLoc);
+            Expression projectExpr =
+                    ViewUtil.createTypeConvertExpression(expr, primeType, temporalDataFormat, viewName, sourceLoc);
+            VarIdentifier projectVar = context.newVariable();
+            VariableExpr projectVarRef1 = new VariableExpr(projectVar);
+            projectVarRef1.setSourceLocation(sourceLoc);
+            LetClause letClause = new LetClause(projectVarRef1, projectExpr);
+            letWhereClauseList.add(letClause);
+            VariableExpr projectVarRef2 = new VariableExpr(projectVar);
+            projectVarRef2.setSourceLocation(sourceLoc);
+            projections.add(new FieldBinding(new LiteralExpr(new StringLiteral(fieldName)), projectVarRef2));
+
+            if (!fieldTypeNullable) {
+                VariableExpr projectVarRef3 = new VariableExpr(projectVar);
+                projectVarRef3.setSourceLocation(sourceLoc);
+                Expression notIsNullExpr = ViewUtil.createNotIsNullExpression(projectVarRef3, sourceLoc);
+                if (filters == null) {
+                    filters = new ArrayList<>();
+                }
+                filters.add(notIsNullExpr);
+            }
+        }
+
+        VariableExpr fromVarRef = new VariableExpr(fromVar);
+        fromVarRef.setSourceLocation(sourceLoc);
+        FromClause fromClause =
+                new FromClause(Collections.singletonList(new FromTerm(bodyExpr, fromVarRef, null, null)));
+        fromClause.setSourceLocation(sourceLoc);
+
+        if (filters != null && !filters.isEmpty()) {
+            Expression whereExpr;
+            if (filters.size() == 1) {
+                whereExpr = filters.get(0);
+            } else {
+                CallExpr andExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.AND), filters);
+                andExpr.setSourceLocation(sourceLoc);
+                whereExpr = andExpr;
+            }
+            WhereClause whereClause = new WhereClause(whereExpr);
+            whereClause.setSourceLocation(sourceLoc);
+            letWhereClauseList.add(whereClause);
+        }
+
+        RecordConstructor recordConstr = new RecordConstructor(projections);
+        recordConstr.setSourceLocation(sourceLoc);
+
+        SelectClause selectClause = new SelectClause(new SelectElement(recordConstr), null, false);
+        selectClause.setSourceLocation(sourceLoc);
+        SelectBlock selectBlock = new SelectBlock(selectClause, fromClause, letWhereClauseList, null, null);
+        selectBlock.setSourceLocation(sourceLoc);
+        SelectSetOperation selectSetOperation = new SelectSetOperation(new SetOperationInput(selectBlock, null), null);
+        selectSetOperation.setSourceLocation(sourceLoc);
+        SelectExpression selectExpression = new SelectExpression(null, selectSetOperation, null, null, true);
+        selectExpression.setSourceLocation(sourceLoc);
+        return selectExpression;
+    }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriterFactory.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriterFactory.java
deleted file mode 100644
index bf27464..0000000
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppFunctionBodyRewriterFactory.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.lang.sqlpp.rewrites;
-
-import org.apache.asterix.lang.common.base.IParserFactory;
-import org.apache.asterix.lang.common.base.IQueryRewriter;
-import org.apache.asterix.lang.common.base.IRewriterFactory;
-import org.apache.asterix.lang.common.base.IStatementRewriter;
-
-class SqlppFunctionBodyRewriterFactory implements IRewriterFactory {
-
-    private final IParserFactory parserFactory;
-
-    public SqlppFunctionBodyRewriterFactory(IParserFactory parserFactory) {
-        this.parserFactory = parserFactory;
-    }
-
-    @Override
-    public IQueryRewriter createQueryRewriter() {
-        return new SqlppFunctionBodyRewriter(parserFactory);
-    }
-
-    @Override
-    public IStatementRewriter createStatementRewriter() {
-        throw new IllegalStateException("There could not be non-query statements inside a function definition.");
-    }
-
-}
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppQueryRewriter.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppQueryRewriter.java
index a3ff1c6..2f4fcc8 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppQueryRewriter.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppQueryRewriter.java
@@ -24,30 +24,42 @@
 import java.util.Deque;
 import java.util.HashSet;
 import java.util.LinkedHashMap;
+import java.util.List;
 import java.util.Map;
 import java.util.Set;
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.lang.common.base.AbstractExpression;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.IParserFactory;
 import org.apache.asterix.lang.common.base.IQueryRewriter;
 import org.apache.asterix.lang.common.base.IReturningStatement;
 import org.apache.asterix.lang.common.expression.AbstractCallExpression;
+import org.apache.asterix.lang.common.expression.CallExpr;
+import org.apache.asterix.lang.common.expression.FieldAccessor;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
 import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.MissingLiteral;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.Query;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
+import org.apache.asterix.lang.common.util.ExpressionUtils;
 import org.apache.asterix.lang.common.util.FunctionUtil;
+import org.apache.asterix.lang.common.util.ViewUtil;
 import org.apache.asterix.lang.common.visitor.base.ILangVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.GenerateColumnNameVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.InlineColumnAliasVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.InlineWithExpressionVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.OperatorExpressionVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.SetOperationVisitor;
+import org.apache.asterix.lang.sqlpp.rewrites.visitor.SqlCompatRewriteVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.SqlppCaseAggregateExtractionVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.SqlppCaseExpressionVisitor;
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.SqlppFunctionCallResolverVisitor;
@@ -65,10 +77,20 @@
 import org.apache.asterix.lang.sqlpp.rewrites.visitor.VariableCheckAndRewriteVisitor;
 import org.apache.asterix.lang.sqlpp.util.SqlppAstPrintUtil;
 import org.apache.asterix.lang.sqlpp.util.SqlppVariableUtil;
+import org.apache.asterix.metadata.bootstrap.MetadataBuiltinEntities;
 import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Dataverse;
 import org.apache.asterix.metadata.entities.Function;
+import org.apache.asterix.metadata.entities.ViewDetails;
+import org.apache.asterix.metadata.utils.DatasetUtil;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.asterix.om.types.IAType;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.util.LogRedactionUtil;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
@@ -79,14 +101,18 @@
 
     public static final String INLINE_WITH_OPTION = "inline_with";
     private static final boolean INLINE_WITH_OPTION_DEFAULT = true;
+
+    public static final String SQL_COMPAT_OPTION = "sql_compat";
+    private static final boolean SQL_COMPAT_OPTION_DEFAULT = false;
+
     private final IParserFactory parserFactory;
-    private SqlppFunctionBodyRewriter functionBodyRewriter;
+    private SqlppFunctionBodyRewriter functionAndViewBodyRewriter;
     private IReturningStatement topStatement;
     private LangRewritingContext context;
     private MetadataProvider metadataProvider;
     private Collection<VarIdentifier> externalVars;
     private boolean allowNonStoredUdfCalls;
-    private boolean inlineUdfs;
+    private boolean inlineUdfsAndViews;
     private boolean isLogEnabled;
 
     public SqlppQueryRewriter(IParserFactory parserFactory) {
@@ -94,24 +120,24 @@
     }
 
     protected void setup(LangRewritingContext context, IReturningStatement topStatement,
-            Collection<VarIdentifier> externalVars, boolean allowNonStoredUdfCalls, boolean inlineUdfs)
+            Collection<VarIdentifier> externalVars, boolean allowNonStoredUdfCalls, boolean inlineUdfsAndViews)
             throws CompilationException {
         this.context = context;
         this.metadataProvider = context.getMetadataProvider();
         this.topStatement = topStatement;
         this.externalVars = externalVars != null ? externalVars : Collections.emptyList();
         this.allowNonStoredUdfCalls = allowNonStoredUdfCalls;
-        this.inlineUdfs = inlineUdfs;
+        this.inlineUdfsAndViews = inlineUdfsAndViews;
         this.isLogEnabled = LOGGER.isTraceEnabled();
         logExpression("Starting AST rewrites on", "");
     }
 
     @Override
     public void rewrite(LangRewritingContext context, IReturningStatement topStatement, boolean allowNonStoredUdfCalls,
-            boolean inlineUdfs, Collection<VarIdentifier> externalVars) throws CompilationException {
+            boolean inlineUdfsAndViews, Collection<VarIdentifier> externalVars) throws CompilationException {
 
         // Sets up parameters.
-        setup(context, topStatement, externalVars, allowNonStoredUdfCalls, inlineUdfs);
+        setup(context, topStatement, externalVars, allowNonStoredUdfCalls, inlineUdfsAndViews);
 
         // Resolves function calls
         resolveFunctionCalls();
@@ -119,6 +145,11 @@
         // Generates column names.
         generateColumnNames();
 
+        // SQL-compat mode rewrites
+        // Must run after generateColumnNames() because it might need to generate new column names
+        // for the new projections that it introduces
+        rewriteSqlCompat();
+
         // Substitutes group-by key expressions.
         substituteGroupbyKeyExpression();
 
@@ -162,8 +193,8 @@
         // Rewrites RIGHT OUTER JOINs into LEFT OUTER JOINs if possible
         rewriteRightJoins();
 
-        // Inlines functions.
-        loadAndInlineDeclaredUdfs();
+        // Inlines functions and views
+        loadAndInlineUdfsAndViews();
 
         // Rewrites SQL++ core aggregate function names into internal names
         rewriteSpecialFunctionNames();
@@ -193,6 +224,15 @@
         rewriteTopExpr(listInputFunctionVisitor, null);
     }
 
+    protected void rewriteSqlCompat() throws CompilationException {
+        boolean sqlCompatMode = metadataProvider.getBooleanProperty(SQL_COMPAT_OPTION, SQL_COMPAT_OPTION_DEFAULT);
+        if (!sqlCompatMode) {
+            return;
+        }
+        SqlCompatRewriteVisitor visitor = new SqlCompatRewriteVisitor(context);
+        rewriteTopExpr(visitor, null);
+    }
+
     protected void resolveFunctionCalls() throws CompilationException {
         SqlppFunctionCallResolverVisitor visitor =
                 new SqlppFunctionCallResolverVisitor(context, allowNonStoredUdfCalls);
@@ -289,12 +329,21 @@
         rewriteTopExpr(visitor, null);
     }
 
-    protected void loadAndInlineDeclaredUdfs() throws CompilationException {
-        Map<FunctionSignature, FunctionDecl> udfs = fetchUserDefinedSqlppFunctions(topStatement);
-        FunctionUtil.checkFunctionRecursion(udfs, SqlppGatherFunctionCallsVisitor::new,
-                topStatement.getSourceLocation());
-        if (!udfs.isEmpty() && inlineUdfs) {
-            SqlppInlineUdfsVisitor visitor = new SqlppInlineUdfsVisitor(context, udfs);
+    protected void loadAndInlineUdfsAndViews() throws CompilationException {
+        Pair<Map<FunctionSignature, FunctionDecl>, Map<DatasetFullyQualifiedName, ViewDecl>> udfAndViewDecls =
+                loadUdfsAndViews(topStatement);
+        Map<FunctionSignature, FunctionDecl> udfs = udfAndViewDecls.first;
+        Map<DatasetFullyQualifiedName, ViewDecl> views = udfAndViewDecls.second;
+        if (udfs.isEmpty() && views.isEmpty()) {
+            // nothing to do
+            return;
+        }
+        if (ExpressionUtils.hasFunctionOrViewRecursion(udfs, views, SqlppGatherFunctionCallsVisitor::new)) {
+            throw new CompilationException(ErrorCode.ILLEGAL_FUNCTION_OR_VIEW_RECURSION,
+                    topStatement.getSourceLocation());
+        }
+        if (inlineUdfsAndViews) {
+            SqlppInlineUdfsVisitor visitor = new SqlppInlineUdfsVisitor(context, udfs, views);
             while (rewriteTopExpr(visitor, null)) {
                 // loop until no more changes
             }
@@ -332,14 +381,24 @@
         return extVars;
     }
 
-    private Map<FunctionSignature, FunctionDecl> fetchUserDefinedSqlppFunctions(IReturningStatement topExpr)
-            throws CompilationException {
-        Map<FunctionSignature, FunctionDecl> udfs = new LinkedHashMap<>();
+    @Override
+    public VarIdentifier toExternalVariableName(String statementParameterName) {
+        return SqlppVariableUtil.toExternalVariableIdentifier(statementParameterName);
+    }
 
+    @Override
+    public String toFunctionParameterName(VarIdentifier paramVar) {
+        return SqlppVariableUtil.toUserDefinedName(paramVar.getValue());
+    }
+
+    private Pair<Map<FunctionSignature, FunctionDecl>, Map<DatasetFullyQualifiedName, ViewDecl>> loadUdfsAndViews(
+            IReturningStatement topExpr) throws CompilationException {
+        Map<FunctionSignature, FunctionDecl> udfs = new LinkedHashMap<>();
+        Map<DatasetFullyQualifiedName, ViewDecl> views = new LinkedHashMap<>();
         Deque<AbstractCallExpression> workQueue = new ArrayDeque<>();
-        SqlppGatherFunctionCallsVisitor gfc = new SqlppGatherFunctionCallsVisitor(workQueue);
+        SqlppGatherFunctionCallsVisitor callVisitor = new SqlppGatherFunctionCallsVisitor(workQueue);
         for (Expression expr : topExpr.getDirectlyEnclosedExpressions()) {
-            expr.accept(gfc, null);
+            expr.accept(callVisitor, null);
         }
         AbstractCallExpression fnCall;
         while ((fnCall = workQueue.poll()) != null) {
@@ -351,31 +410,28 @@
                         throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, fnCall.getSourceLocation(),
                                 fs);
                     }
-                    if (FunctionUtil.isBuiltinFunctionSignature(fs) || udfs.containsKey(fs)) {
-                        continue;
+                    if (FunctionUtil.isBuiltinFunctionSignature(fs)) {
+                        if (FunctionUtil.isBuiltinDatasetFunction(fs)) {
+                            Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> dsArgs =
+                                    FunctionUtil.parseDatasetFunctionArguments(fnCall);
+                            if (Boolean.TRUE.equals(dsArgs.second)) {
+                                DatasetFullyQualifiedName viewName = dsArgs.first;
+                                if (!views.containsKey(viewName)) {
+                                    ViewDecl viewDecl = fetchViewDecl(viewName, fnCall.getSourceLocation());
+                                    views.put(viewName, viewDecl);
+                                    viewDecl.getNormalizedViewBody().accept(callVisitor, null);
+                                }
+                            }
+                        }
+                    } else {
+                        if (!udfs.containsKey(fs)) {
+                            FunctionDecl fd = fetchFunctionDecl(fs, fnCall.getSourceLocation());
+                            if (fd != null) {
+                                udfs.put(fs, fd);
+                                fd.getNormalizedFuncBody().accept(callVisitor, null);
+                            }
+                        }
                     }
-                    FunctionDecl fd = context.getDeclaredFunctions().get(fs);
-                    if (fd == null) {
-                        Function function;
-                        try {
-                            function = metadataProvider.lookupUserDefinedFunction(fs);
-                        } catch (AlgebricksException e) {
-                            throw new CompilationException(ErrorCode.UNKNOWN_FUNCTION, fnCall.getSourceLocation(),
-                                    fs.toString());
-                        }
-                        if (function == null) {
-                            throw new CompilationException(ErrorCode.UNKNOWN_FUNCTION, fnCall.getSourceLocation(),
-                                    fs.toString());
-                        }
-                        if (function.isExternal()) {
-                            continue;
-                        }
-                        fd = FunctionUtil.parseStoredFunction(function, parserFactory, context.getWarningCollector(),
-                                fnCall.getSourceLocation());
-                    }
-                    prepareFunction(fd);
-                    udfs.put(fs, fd);
-                    fd.getNormalizedFuncBody().accept(gfc, null);
                     break;
                 case WINDOW_EXPRESSION:
                     // there cannot be used-defined window functions
@@ -385,54 +441,170 @@
                             fnCall.getFunctionSignature().toString(false));
             }
         }
-        return udfs;
+        return new Pair<>(udfs, views);
     }
 
-    private void prepareFunction(FunctionDecl fd) throws CompilationException {
-        Expression fnNormBody = fd.getNormalizedFuncBody();
-        if (fnNormBody == null) {
-            fnNormBody = rewriteFunctionBody(fd);
-            fd.setNormalizedFuncBody(fnNormBody);
+    private FunctionDecl fetchFunctionDecl(FunctionSignature fs, SourceLocation sourceLoc) throws CompilationException {
+        FunctionDecl fd = context.getDeclaredFunctions().get(fs);
+        if (fd == null) {
+            Function function;
+            try {
+                function = metadataProvider.lookupUserDefinedFunction(fs);
+            } catch (AlgebricksException e) {
+                throw new CompilationException(ErrorCode.UNKNOWN_FUNCTION, sourceLoc, fs.toString());
+            }
+            if (function == null) {
+                throw new CompilationException(ErrorCode.UNKNOWN_FUNCTION, sourceLoc, fs.toString());
+            }
+            if (function.isExternal()) {
+                return null;
+            }
+            fd = FunctionUtil.parseStoredFunction(function, parserFactory, context.getWarningCollector(), sourceLoc);
         }
+        Expression normBody = fd.getNormalizedFuncBody();
+        if (normBody == null) {
+            normBody = rewriteFunctionBody(fd);
+            fd.setNormalizedFuncBody(normBody);
+        }
+        return fd;
+    }
+
+    private ViewDecl fetchViewDecl(DatasetFullyQualifiedName viewName, SourceLocation sourceLoc)
+            throws CompilationException {
+        IAType viewItemType = null;
+        Boolean defaultNull = false;
+        Triple<String, String, String> temporalDataFormat = null;
+        ViewDecl viewDecl = context.getDeclaredViews().get(viewName);
+        if (viewDecl == null) {
+            Dataset dataset;
+            try {
+                dataset = metadataProvider.findDataset(viewName.getDataverseName(), viewName.getDatasetName(), true);
+            } catch (AlgebricksException e) {
+                throw new CompilationException(ErrorCode.UNKNOWN_VIEW, e, sourceLoc, viewName);
+            }
+            if (dataset == null || DatasetUtil.isNotView(dataset)) {
+                throw new CompilationException(ErrorCode.UNKNOWN_VIEW, sourceLoc, viewName);
+            }
+            ViewDetails viewDetails = (ViewDetails) dataset.getDatasetDetails();
+            viewDecl = ViewUtil.parseStoredView(viewName, viewDetails, parserFactory, context.getWarningCollector(),
+                    sourceLoc);
+            DataverseName itemTypeDataverseName = dataset.getItemTypeDataverseName();
+            String itemTypeName = dataset.getItemTypeName();
+            boolean isAnyType =
+                    MetadataBuiltinEntities.ANY_OBJECT_DATATYPE.getDataverseName().equals(itemTypeDataverseName)
+                            && MetadataBuiltinEntities.ANY_OBJECT_DATATYPE.getDatatypeName().equals(itemTypeName);
+            if (!isAnyType) {
+                try {
+                    viewItemType = metadataProvider.findType(itemTypeDataverseName, itemTypeName);
+                } catch (AlgebricksException e) {
+                    throw new CompilationException(ErrorCode.UNKNOWN_TYPE,
+                            TypeUtil.getFullyQualifiedDisplayName(itemTypeDataverseName, itemTypeName));
+                }
+                defaultNull = viewDetails.getDefaultNull();
+                temporalDataFormat = new Triple<>(viewDetails.getDatetimeFormat(), viewDetails.getDateFormat(),
+                        viewDetails.getTimeFormat());
+            }
+        }
+        Expression normBody = viewDecl.getNormalizedViewBody();
+        if (normBody == null) {
+            normBody = rewriteViewBody(viewDecl, viewItemType, defaultNull, temporalDataFormat);
+            viewDecl.setNormalizedViewBody(normBody);
+        }
+        return viewDecl;
     }
 
     private Expression rewriteFunctionBody(FunctionDecl fnDecl) throws CompilationException {
-        DataverseName fnDataverseName = fnDecl.getSignature().getDataverseName();
+        FunctionSignature fs = fnDecl.getSignature();
+        return rewriteFunctionOrViewBody(fs.getDataverseName(), fs, fnDecl.getFuncBody(), fnDecl.getParamList(),
+                !fnDecl.isStored(), fnDecl.getSourceLocation());
+    }
+
+    private Expression rewriteViewBody(ViewDecl viewDecl, IAType viewItemType, Boolean defaultNull,
+            Triple<String, String, String> temporalDataFormat) throws CompilationException {
+        DatasetFullyQualifiedName viewName = viewDecl.getViewName();
+        SourceLocation sourceLoc = viewDecl.getSourceLocation();
+        Expression rewrittenBodyExpr = rewriteFunctionOrViewBody(viewName.getDataverseName(), viewName,
+                viewDecl.getViewBody(), Collections.emptyList(), false, sourceLoc);
+        if (viewItemType != null) {
+            if (!Boolean.TRUE.equals(defaultNull)) {
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc,
+                        "Default Null is required");
+            }
+            rewrittenBodyExpr = SqlppFunctionBodyRewriter.castViewBodyAsType(context, rewrittenBodyExpr, viewItemType,
+                    temporalDataFormat, viewName, sourceLoc);
+        }
+        return rewrittenBodyExpr;
+    }
+
+    private Expression rewriteFunctionOrViewBody(DataverseName entityDataverseName, Object entityDisplayName,
+            Expression bodyExpr, List<VarIdentifier> externalVars, boolean allowNonStoredUdfCalls,
+            SourceLocation sourceLoc) throws CompilationException {
         Dataverse defaultDataverse = metadataProvider.getDefaultDataverse();
-        Dataverse fnDataverse;
-        if (fnDataverseName == null || fnDataverseName.equals(defaultDataverse.getDataverseName())) {
-            fnDataverse = defaultDataverse;
+        Dataverse targetDataverse;
+        if (entityDataverseName == null || entityDataverseName.equals(defaultDataverse.getDataverseName())) {
+            targetDataverse = defaultDataverse;
         } else {
             try {
-                fnDataverse = metadataProvider.findDataverse(fnDataverseName);
+                targetDataverse = metadataProvider.findDataverse(entityDataverseName);
             } catch (AlgebricksException e) {
-                throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, e, fnDecl.getSourceLocation(),
-                        fnDataverseName);
+                throw new CompilationException(ErrorCode.UNKNOWN_DATAVERSE, e, sourceLoc, entityDataverseName);
             }
         }
 
-        metadataProvider.setDefaultDataverse(fnDataverse);
+        metadataProvider.setDefaultDataverse(targetDataverse);
         try {
-            Query wrappedQuery = new Query(false);
-            wrappedQuery.setSourceLocation(fnDecl.getSourceLocation());
-            wrappedQuery.setBody(fnDecl.getFuncBody());
-            wrappedQuery.setTopLevel(false);
-            boolean allowNonStoredUdfCalls = !fnDecl.isStored();
-            getFunctionBodyRewriter().rewrite(context, wrappedQuery, allowNonStoredUdfCalls, false,
-                    fnDecl.getParamList());
+            Query wrappedQuery = ExpressionUtils.createWrappedQuery(bodyExpr, sourceLoc);
+            getFunctionAndViewBodyRewriter().rewrite(context, wrappedQuery, allowNonStoredUdfCalls, false,
+                    externalVars);
             return wrappedQuery.getBody();
         } catch (CompilationException e) {
-            throw new CompilationException(ErrorCode.COMPILATION_BAD_FUNCTION_DEFINITION, e, fnDecl.getSignature(),
-                    e.getMessage());
+            throw new CompilationException(ErrorCode.COMPILATION_BAD_FUNCTION_DEFINITION, e,
+                    entityDisplayName.toString(), e.getMessage());
         } finally {
             metadataProvider.setDefaultDataverse(defaultDataverse);
         }
     }
 
-    protected SqlppFunctionBodyRewriter getFunctionBodyRewriter() {
-        if (functionBodyRewriter == null) {
-            functionBodyRewriter = new SqlppFunctionBodyRewriter(parserFactory);
+    protected SqlppFunctionBodyRewriter getFunctionAndViewBodyRewriter() {
+        if (functionAndViewBodyRewriter == null) {
+            functionAndViewBodyRewriter = new SqlppFunctionBodyRewriter(parserFactory);
         }
-        return functionBodyRewriter;
+        return functionAndViewBodyRewriter;
+    }
+
+    @Override
+    public Query createFunctionAccessorQuery(FunctionDecl functionDecl) {
+        // dataverse_name.function_name(MISSING, ... MISSING)
+        FunctionSignature functionSignature = functionDecl.getSignature();
+        int arity = functionSignature.getArity();
+        List<Expression> args = arity == FunctionIdentifier.VARARGS ? Collections.emptyList()
+                : Collections.nCopies(arity, new LiteralExpr(MissingLiteral.INSTANCE));
+        CallExpr fcall = new CallExpr(functionSignature, args);
+        fcall.setSourceLocation(functionDecl.getSourceLocation());
+        return ExpressionUtils.createWrappedQuery(fcall, functionDecl.getSourceLocation());
+    }
+
+    @Override
+    public Query createViewAccessorQuery(ViewDecl viewDecl) {
+        // dataverse_name.view_name
+        DataverseName dataverseName = viewDecl.getViewName().getDataverseName();
+        String viewName = viewDecl.getViewName().getDatasetName();
+        Expression vAccessExpr = createDatasetAccessExpression(dataverseName, viewName, viewDecl.getSourceLocation());
+        return ExpressionUtils.createWrappedQuery(vAccessExpr, viewDecl.getSourceLocation());
+    }
+
+    private static Expression createDatasetAccessExpression(DataverseName dataverseName, String datasetName,
+            SourceLocation sourceLoc) {
+        AbstractExpression resultExpr = null;
+        List<String> dataverseNameParts = dataverseName.getParts();
+        for (int i = 0, n = dataverseNameParts.size(); i < n; i++) {
+            String part = dataverseNameParts.get(i);
+            resultExpr = i == 0 ? new VariableExpr(new VarIdentifier(SqlppVariableUtil.toInternalVariableName(part)))
+                    : new FieldAccessor(resultExpr, new Identifier(part));
+            resultExpr.setSourceLocation(sourceLoc);
+        }
+        resultExpr = new FieldAccessor(resultExpr, new Identifier(datasetName));
+        resultExpr.setSourceLocation(sourceLoc);
+        return resultExpr;
     }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppStatementRewriter.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppStatementRewriter.java
index a9caacb..f9b0e7a 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppStatementRewriter.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/SqlppStatementRewriter.java
@@ -21,8 +21,6 @@
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.lang.common.base.IStatementRewriter;
 import org.apache.asterix.lang.common.base.Statement;
-import org.apache.asterix.lang.common.struct.VarIdentifier;
-import org.apache.asterix.lang.sqlpp.util.SqlppVariableUtil;
 import org.apache.asterix.lang.sqlpp.visitor.SqlppDeleteRewriteVisitor;
 import org.apache.asterix.lang.sqlpp.visitor.SqlppSynonymRewriteVisitor;
 import org.apache.asterix.metadata.declared.MetadataProvider;
@@ -49,14 +47,4 @@
             stmt.accept(SqlppDeleteRewriteVisitor.INSTANCE, metadataProvider);
         }
     }
-
-    @Override
-    public String toExternalVariableName(String statementParameterName) {
-        return SqlppVariableUtil.toExternalVariableName(statementParameterName);
-    }
-
-    @Override
-    public String toFunctionParameterName(VarIdentifier paramVar) {
-        return SqlppVariableUtil.toUserDefinedName(paramVar.getValue());
-    }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/GenerateColumnNameVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/GenerateColumnNameVisitor.java
index 3067641..e488e9d 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/GenerateColumnNameVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/GenerateColumnNameVisitor.java
@@ -67,7 +67,7 @@
 
     @Override
     public Expression visit(Projection projection, ILangExpression arg) throws CompilationException {
-        if (!projection.star() && !projection.varStar() && projection.getName() == null) {
+        if (projection.getKind() == Projection.Kind.NAMED_EXPR && !projection.hasName()) {
             projection.setName(SqlppVariableUtil.variableNameToDisplayedFieldName(context.newVariable().getValue()));
         }
         return super.visit(projection, arg);
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/InlineColumnAliasVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/InlineColumnAliasVisitor.java
index 416f49b..53cd6de 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/InlineColumnAliasVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/InlineColumnAliasVisitor.java
@@ -151,7 +151,7 @@
     private Map<Expression, ColumnAliasBinding> mapProjections(List<Projection> projections) {
         Map<Expression, ColumnAliasBinding> exprMap = new HashMap<>();
         for (Projection projection : projections) {
-            if (!projection.star() && !projection.varStar()) {
+            if (projection.getKind() == Projection.Kind.NAMED_EXPR) {
                 String varName = SqlppVariableUtil.toInternalVariableName(projection.getName());
                 exprMap.put(new VariableExpr(new VarIdentifier(varName)), ColumnAliasBinding.of(projection));
             }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/OperatorExpressionVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/OperatorExpressionVisitor.java
index c47634e..93a14ca 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/OperatorExpressionVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/OperatorExpressionVisitor.java
@@ -29,13 +29,17 @@
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.ILangExpression;
 import org.apache.asterix.lang.common.expression.CallExpr;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
 import org.apache.asterix.lang.common.expression.OperatorExpr;
 import org.apache.asterix.lang.common.expression.QuantifiedExpression;
 import org.apache.asterix.lang.common.expression.QuantifiedExpression.Quantifier;
 import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.FalseLiteral;
+import org.apache.asterix.lang.common.literal.TrueLiteral;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
 import org.apache.asterix.lang.common.struct.OperatorType;
 import org.apache.asterix.lang.common.struct.QuantifiedPair;
+import org.apache.asterix.lang.sqlpp.expression.CaseExpression;
 import org.apache.asterix.lang.sqlpp.util.FunctionMapUtil;
 import org.apache.asterix.lang.sqlpp.util.SqlppRewriteUtil;
 import org.apache.asterix.lang.sqlpp.visitor.base.AbstractSqlppExpressionScopingVisitor;
@@ -71,8 +75,9 @@
             case BETWEEN:
             case NOT_BETWEEN:
                 return processBetweenOperator(operatorExpr, opType);
-            default:
-                break;
+            case DISTINCT:
+            case NOT_DISTINCT:
+                return processDistinctOperator(operatorExpr, opType);
         }
         return operatorExpr;
     }
@@ -144,18 +149,83 @@
         Expression targetCopy = (Expression) SqlppRewriteUtil.deepCopy(target);
         Expression rightComparison = createOperatorExpression(OperatorType.LE, targetCopy, right,
                 operatorExpr.getHints(), operatorExpr.getSourceLocation());
-        OperatorExpr andExpr = new OperatorExpr();
-        andExpr.addOperand(leftComparison);
-        andExpr.addOperand(rightComparison);
-        andExpr.addOperator(OperatorType.AND);
-        andExpr.setSourceLocation(operatorExpr.getSourceLocation());
-        if (opType == OperatorType.BETWEEN) {
-            return andExpr;
-        } else {
-            CallExpr callExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.NOT),
-                    new ArrayList<>(Collections.singletonList(andExpr)));
-            callExpr.setSourceLocation(operatorExpr.getSourceLocation());
-            return callExpr;
+        Expression andExpr = createOperatorExpression(OperatorType.AND, leftComparison, rightComparison, null,
+                operatorExpr.getSourceLocation());
+        switch (opType) {
+            case BETWEEN:
+                return andExpr;
+            case NOT_BETWEEN:
+                CallExpr callExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.NOT),
+                        new ArrayList<>(Collections.singletonList(andExpr)));
+                callExpr.setSourceLocation(operatorExpr.getSourceLocation());
+                return callExpr;
+            default:
+                throw new IllegalArgumentException(String.valueOf(opType));
+        }
+    }
+
+    private Expression processDistinctOperator(OperatorExpr operatorExpr, OperatorType opType)
+            throws CompilationException {
+
+        // lhs IS NOT DISTINCT FROM rhs =>
+        //   CASE
+        //      WHEN (lhs = rhs) OR (lhs IS NULL AND rhs IS NULL) OR (lhs IS MISSING AND rhs IS MISSING)
+        //      THEN TRUE
+        //      ELSE FALSE
+        //   END
+        //
+        // lhs IS DISTINCT FROM rhs => NOT ( lhs IS NOT DISTINCT FROM rhs )
+
+        Expression lhs = operatorExpr.getExprList().get(0);
+        Expression rhs = operatorExpr.getExprList().get(1);
+
+        Expression lhsEqRhs = createOperatorExpression(OperatorType.EQ, lhs, rhs, operatorExpr.getHints(),
+                operatorExpr.getSourceLocation());
+
+        CallExpr lhsIsNull = new CallExpr(new FunctionSignature(BuiltinFunctions.IS_NULL),
+                new ArrayList<>(Collections.singletonList((Expression) SqlppRewriteUtil.deepCopy(lhs))));
+        lhsIsNull.setSourceLocation(operatorExpr.getSourceLocation());
+
+        CallExpr rhsIsNull = new CallExpr(new FunctionSignature(BuiltinFunctions.IS_NULL),
+                new ArrayList<>(Collections.singletonList((Expression) SqlppRewriteUtil.deepCopy(rhs))));
+        rhsIsNull.setSourceLocation(operatorExpr.getSourceLocation());
+
+        CallExpr lhsIsMissing = new CallExpr(new FunctionSignature(BuiltinFunctions.IS_MISSING),
+                new ArrayList<>(Collections.singletonList((Expression) SqlppRewriteUtil.deepCopy(lhs))));
+        lhsIsMissing.setSourceLocation(operatorExpr.getSourceLocation());
+
+        CallExpr rhsIsMissing = new CallExpr(new FunctionSignature(BuiltinFunctions.IS_MISSING),
+                new ArrayList<>(Collections.singletonList((Expression) SqlppRewriteUtil.deepCopy(rhs))));
+        rhsIsMissing.setSourceLocation(operatorExpr.getSourceLocation());
+
+        Expression bothAreNull = createOperatorExpression(OperatorType.AND, lhsIsNull, rhsIsNull, null,
+                operatorExpr.getSourceLocation());
+
+        Expression bothAreMissing = createOperatorExpression(OperatorType.AND, lhsIsMissing, rhsIsMissing, null,
+                operatorExpr.getSourceLocation());
+
+        Expression bothAreNullOrMissing = createOperatorExpression(OperatorType.OR, bothAreNull, bothAreMissing, null,
+                operatorExpr.getSourceLocation());
+
+        Expression eqOrNullOrMissing = createOperatorExpression(OperatorType.OR, lhsEqRhs, bothAreNullOrMissing, null,
+                operatorExpr.getSourceLocation());
+
+        CaseExpression caseExpr = new CaseExpression(new LiteralExpr(TrueLiteral.INSTANCE),
+                new ArrayList<>(Collections.singletonList(eqOrNullOrMissing)),
+                new ArrayList<>(Collections.singletonList(new LiteralExpr(TrueLiteral.INSTANCE))),
+                new LiteralExpr(FalseLiteral.INSTANCE));
+        caseExpr.setSourceLocation(operatorExpr.getSourceLocation());
+
+        switch (opType) {
+            case NOT_DISTINCT:
+                return caseExpr;
+            case DISTINCT:
+                CallExpr callExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.NOT),
+                        new ArrayList<>(Collections.singletonList(caseExpr)));
+                callExpr.setSourceLocation(operatorExpr.getSourceLocation());
+                return callExpr;
+            default:
+                throw new IllegalArgumentException(String.valueOf(opType));
         }
     }
 
@@ -173,5 +243,4 @@
         }
         return comparison;
     }
-
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SetOperationVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SetOperationVisitor.java
index da8b5f2..1266d9a 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SetOperationVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SetOperationVisitor.java
@@ -96,6 +96,7 @@
         SelectExpression newSelectExpression = new SelectExpression(selectExpression.getLetList(),
                 newSelectSetOperation, orderBy, limit, selectExpression.isSubquery());
         newSelectExpression.setSourceLocation(sourceLoc);
+        newSelectExpression.addHints(selectExpression.getHints());
         return super.visit(newSelectExpression, arg);
     }
 
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlCompatRewriteVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlCompatRewriteVisitor.java
new file mode 100644
index 0000000..b98151b
--- /dev/null
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlCompatRewriteVisitor.java
@@ -0,0 +1,774 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.lang.sqlpp.rewrites.visitor;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.lang.common.base.AbstractClause;
+import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.ILangExpression;
+import org.apache.asterix.lang.common.base.Literal;
+import org.apache.asterix.lang.common.clause.LetClause;
+import org.apache.asterix.lang.common.clause.LimitClause;
+import org.apache.asterix.lang.common.expression.CallExpr;
+import org.apache.asterix.lang.common.expression.FieldAccessor;
+import org.apache.asterix.lang.common.expression.FieldBinding;
+import org.apache.asterix.lang.common.expression.IndexAccessor;
+import org.apache.asterix.lang.common.expression.ListConstructor;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
+import org.apache.asterix.lang.common.expression.OperatorExpr;
+import org.apache.asterix.lang.common.expression.QuantifiedExpression;
+import org.apache.asterix.lang.common.expression.RecordConstructor;
+import org.apache.asterix.lang.common.expression.UnaryExpr;
+import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.IntegerLiteral;
+import org.apache.asterix.lang.common.literal.StringLiteral;
+import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
+import org.apache.asterix.lang.common.struct.Identifier;
+import org.apache.asterix.lang.common.struct.OperatorType;
+import org.apache.asterix.lang.common.struct.QuantifiedPair;
+import org.apache.asterix.lang.common.struct.VarIdentifier;
+import org.apache.asterix.lang.sqlpp.clause.FromClause;
+import org.apache.asterix.lang.sqlpp.clause.FromTerm;
+import org.apache.asterix.lang.sqlpp.clause.JoinClause;
+import org.apache.asterix.lang.sqlpp.clause.Projection;
+import org.apache.asterix.lang.sqlpp.clause.SelectBlock;
+import org.apache.asterix.lang.sqlpp.clause.SelectClause;
+import org.apache.asterix.lang.sqlpp.clause.SelectElement;
+import org.apache.asterix.lang.sqlpp.clause.SelectRegular;
+import org.apache.asterix.lang.sqlpp.clause.SelectSetOperation;
+import org.apache.asterix.lang.sqlpp.clause.UnnestClause;
+import org.apache.asterix.lang.sqlpp.expression.SelectExpression;
+import org.apache.asterix.lang.sqlpp.optype.SetOpType;
+import org.apache.asterix.lang.sqlpp.struct.SetOperationInput;
+import org.apache.asterix.lang.sqlpp.struct.SetOperationRight;
+import org.apache.asterix.lang.sqlpp.util.FunctionMapUtil;
+import org.apache.asterix.lang.sqlpp.util.SqlppRewriteUtil;
+import org.apache.asterix.lang.sqlpp.util.SqlppVariableUtil;
+import org.apache.asterix.lang.sqlpp.visitor.base.AbstractSqlppSimpleExpressionVisitor;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionAnnotation;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+/**
+ * Applies initial rewritings for "SQL-compatible" evaluation mode
+ * <ol>
+ * <li>Rewrites {@code SELECT *} into {@code SELECT *.*}
+ * <li>Rewrites {@code NOT? IN expr} into {@code NOT? IN to_array(expr)} if {@code expr} can return a non-list
+ * </ol>
+ * <p/>
+ * Also applies subquery coercion rewritings as follows:
+ * <ol>
+ * <li> FROM/JOIN/UNNEST (subquery) --> no subquery coercion
+ * <li> WITH/LET v = (subquery) --> no subquery coercion
+ * <li> SOME/EVERY v IN (subquery) --> no subquery coercion
+ * <li> [NOT] EXISTS (subquery) --> no subquery coercion
+ * <li> WHERE (x,y) = (subquery) --> coerce the subquery into a single array
+ * <li> WHERE x IN (subquery) --> coerce the subquery into a collection of values
+ * <li> WHERE (x,y) IN (subquery) --> coerce the subquery into a collection of arrays
+ * <li> otherwise --> coerce the subquery into a single value
+ * </ol>
+ */
+public final class SqlCompatRewriteVisitor extends AbstractSqlppSimpleExpressionVisitor {
+
+    private final LangRewritingContext context;
+
+    private final SelectExpressionAnalyzer selectExprAnalyzer = new SelectExpressionAnalyzer();
+
+    public SqlCompatRewriteVisitor(LangRewritingContext context) {
+        this.context = context;
+    }
+
+    @Override
+    public Expression visit(Projection projection, ILangExpression arg) throws CompilationException {
+        if (projection.getKind() == Projection.Kind.STAR) {
+            projection.setKind(Projection.Kind.EVERY_VAR_STAR);
+        }
+        return super.visit(projection, arg);
+    }
+
+    @Override
+    public Expression visit(FromTerm fromTerm, ILangExpression arg) throws CompilationException {
+        Expression expr = fromTerm.getLeftExpression();
+        if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+            annotateSubqueryNoCoercion((SelectExpression) expr);
+        }
+        return super.visit(fromTerm, arg);
+    }
+
+    @Override
+    public Expression visit(JoinClause joinClause, ILangExpression arg) throws CompilationException {
+        Expression expr = joinClause.getRightExpression();
+        if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+            annotateSubqueryNoCoercion((SelectExpression) expr);
+        }
+        switch (joinClause.getJoinType()) {
+            case LEFTOUTER:
+            case RIGHTOUTER:
+                joinClause.setOuterJoinMissingValueType(Literal.Type.NULL);
+                break;
+            case INNER:
+                break;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, joinClause.getSourceLocation(),
+                        String.valueOf(joinClause.getJoinType()));
+        }
+        return super.visit(joinClause, arg);
+    }
+
+    @Override
+    public Expression visit(UnnestClause unnestClause, ILangExpression arg) throws CompilationException {
+        Expression expr = unnestClause.getRightExpression();
+        if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+            annotateSubqueryNoCoercion((SelectExpression) expr);
+        }
+        // keep UNNEST clause aligned with JOIN clause when it comes to producing NULL values
+        switch (unnestClause.getUnnestType()) {
+            case LEFTOUTER:
+                unnestClause.setOuterUnnestMissingValueType(Literal.Type.NULL);
+                break;
+            case INNER:
+                break;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, unnestClause.getSourceLocation(),
+                        String.valueOf(unnestClause.getUnnestType()));
+        }
+        return super.visit(unnestClause, arg);
+    }
+
+    @Override
+    public Expression visit(LetClause letClause, ILangExpression arg) throws CompilationException {
+        Expression expr = letClause.getBindingExpr();
+        if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+            annotateSubqueryNoCoercion((SelectExpression) expr);
+        }
+        return super.visit(letClause, arg);
+    }
+
+    @Override
+    public Expression visit(QuantifiedExpression qe, ILangExpression arg) throws CompilationException {
+        for (QuantifiedPair pair : qe.getQuantifiedList()) {
+            Expression expr = pair.getExpr();
+            if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+                annotateSubqueryNoCoercion((SelectExpression) expr);
+            }
+        }
+        return super.visit(qe, arg);
+    }
+
+    @Override
+    public Expression visit(OperatorExpr opExpr, ILangExpression arg) throws CompilationException {
+        List<OperatorType> opTypeList = opExpr.getOpList();
+        if (opTypeList.size() == 1) {
+            OperatorType opType = opTypeList.get(0);
+            if (OperatorExpr.opIsComparison(opType)) {
+                List<Expression> argList = opExpr.getExprList();
+                Expression lhs = argList.get(0);
+                Expression rhs = argList.get(1);
+                if (lhs.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+                    annotateComparisonOpSubquery((SelectExpression) lhs, rhs);
+                }
+                if (rhs.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+                    annotateComparisonOpSubquery((SelectExpression) rhs, lhs);
+                }
+            } else if (opType == OperatorType.IN || opType == OperatorType.NOT_IN) {
+                List<Expression> argList = opExpr.getExprList();
+                Expression lhs = argList.get(0);
+                Expression rhs = argList.get(1);
+                switch (rhs.getKind()) {
+                    case SELECT_EXPRESSION:
+                        annotateInOpSubquery((SelectExpression) rhs, lhs);
+                        break;
+                    case LIST_CONSTRUCTOR_EXPRESSION:
+                    case LIST_SLICE_EXPRESSION:
+                        // NOT? IN [] -> keep as is
+                        break;
+                    default:
+                        // NOT? IN expr -> NOT? IN to_array(expr)
+                        List<Expression> newExprList = new ArrayList<>(2);
+                        newExprList.add(lhs);
+                        newExprList.add(createCallExpr(BuiltinFunctions.TO_ARRAY, rhs, opExpr.getSourceLocation()));
+                        opExpr.setExprList(newExprList);
+                        break;
+                }
+            }
+        }
+        return super.visit(opExpr, arg);
+    }
+
+    @Override
+    public Expression visit(UnaryExpr u, ILangExpression arg) throws CompilationException {
+        switch (u.getExprType()) {
+            case EXISTS:
+            case NOT_EXISTS:
+                Expression expr = u.getExpr();
+                if (expr.getKind() == Expression.Kind.SELECT_EXPRESSION) {
+                    annotateSubqueryNoCoercion((SelectExpression) expr);
+                }
+                break;
+        }
+        return super.visit(u, arg);
+    }
+
+    @Override
+    public Expression visit(SelectExpression selectExpr, ILangExpression arg) throws CompilationException {
+        SqlCompatSelectExpressionCoercionAnnotation selectExprAnn = null;
+        if (selectExpr.isSubquery()) {
+            selectExprAnn = selectExpr.findHint(SqlCompatSelectExpressionCoercionAnnotation.class);
+            if (selectExprAnn == null) {
+                // all other cases --> coerce the subquery into a scalar value
+                selectExprAnn = annotateSubquery(selectExpr, SqlCompatSelectCoercionKind.SCALAR,
+                        SqlCompatSelectCoercionKind.SCALAR);
+            }
+        }
+        Expression newExpr = super.visit(selectExpr, arg);
+        if (selectExprAnn != null) {
+            newExpr = rewriteSelectExpression(newExpr, selectExprAnn);
+        }
+        return newExpr;
+    }
+
+    @Override
+    public Expression visit(SelectBlock selectBlock, ILangExpression arg) throws CompilationException {
+        super.visit(selectBlock, arg);
+        SelectExpression selectExpr = (SelectExpression) arg;
+        SqlCompatSelectExpressionCoercionAnnotation selectExprAnn =
+                selectExpr.findHint(SqlCompatSelectExpressionCoercionAnnotation.class);
+        if (selectExprAnn != null) {
+            rewriteSelectBlock(selectBlock, selectExprAnn);
+        }
+        return null;
+    }
+
+    private void annotateSubqueryNoCoercion(SelectExpression subqueryExpr) {
+        // FROM/JOIN/UNNEST/LET (subquery) -> do NOT coerce the subquery
+        subqueryExpr.addHint(SqlCompatSelectExpressionCoercionAnnotation.NONE_NONE);
+    }
+
+    private void annotateComparisonOpSubquery(SelectExpression subqueryExpr, Expression otherArg)
+            throws CompilationException {
+        // (x,y) = (subquery) -> coerce the subquery into a single array
+        // x = (subquery) -> coerce the subquery into a scalar value
+        annotateSubquery(subqueryExpr, SqlCompatSelectCoercionKind.SCALAR,
+                getSelectBlockAnnotationForOpSubquery(otherArg));
+    }
+
+    private void annotateInOpSubquery(SelectExpression subqueryExpr, Expression otherArg) throws CompilationException {
+        // (x,y) in (subquery) -> coerce the subquery into a collection of arrays
+        // x in (subquery) -> coerce the subquery into a collection of scalar values
+        annotateSubquery(subqueryExpr, SqlCompatSelectCoercionKind.NONE,
+                getSelectBlockAnnotationForOpSubquery(otherArg));
+    }
+
+    private static SqlCompatSelectCoercionKind getSelectBlockAnnotationForOpSubquery(Expression otherArg)
+            throws CompilationException {
+        if (otherArg.getKind() == Expression.Kind.LIST_CONSTRUCTOR_EXPRESSION) {
+            ListConstructor lc = (ListConstructor) otherArg;
+            switch (lc.getType()) {
+                case ORDERED_LIST_CONSTRUCTOR:
+                    return SqlCompatSelectCoercionKind.ARRAY;
+                case UNORDERED_LIST_CONSTRUCTOR:
+                    return SqlCompatSelectCoercionKind.MULTISET;
+                default:
+                    throw new CompilationException(ErrorCode.ILLEGAL_STATE, otherArg.getSourceLocation(), "");
+            }
+        } else {
+            return SqlCompatSelectCoercionKind.SCALAR;
+        }
+    }
+
+    private SqlCompatSelectExpressionCoercionAnnotation annotateSubquery(SelectExpression subqueryExpr,
+            SqlCompatSelectCoercionKind cardinalityCoercion, SqlCompatSelectCoercionKind typeCoercion)
+            throws CompilationException {
+        selectExprAnalyzer.analyze(subqueryExpr.getSelectSetOperation(), true);
+        if (selectExprAnalyzer.subqueryExists) {
+            throw new CompilationException(ErrorCode.COMPILATION_SUBQUERY_COERCION_ERROR,
+                    subqueryExpr.getSourceLocation(), "");
+        }
+        if (selectExprAnalyzer.selectRegularExists) {
+            if (selectExprAnalyzer.selectElementExists) {
+                throw new CompilationException(ErrorCode.COMPILATION_SUBQUERY_COERCION_ERROR,
+                        subqueryExpr.getSourceLocation(), "Both SELECT and SELECT VALUE are present");
+            }
+            String typeCoercionFieldName = typeCoercion == SqlCompatSelectCoercionKind.NONE ? null
+                    : selectExprAnalyzer.generateFieldName(context);
+            SqlCompatSelectExpressionCoercionAnnotation ann = new SqlCompatSelectExpressionCoercionAnnotation(
+                    cardinalityCoercion, typeCoercion, typeCoercionFieldName);
+            subqueryExpr.addHint(ann);
+            return ann;
+        } else {
+            return null;
+        }
+    }
+
+    @Override
+    public Expression visit(SelectSetOperation setOp, ILangExpression arg) throws CompilationException {
+        // let subquery coercion rewriting run first
+        super.visit(setOp, arg);
+
+        if (setOp.hasRightInputs()) {
+            // SetOp (UNION ALL) rewriting
+            selectExprAnalyzer.analyze(setOp, false);
+            if (selectExprAnalyzer.subqueryExists) {
+                throw new CompilationException(ErrorCode.COMPILATION_SET_OPERATION_ERROR, setOp.getSourceLocation(),
+                        setOp.getRightInputs().get(0).getSetOpType().toString(), "");
+            }
+            if (selectExprAnalyzer.selectRegularExists) {
+                if (selectExprAnalyzer.selectElementExists) {
+                    throw new CompilationException(ErrorCode.COMPILATION_SET_OPERATION_ERROR, setOp.getSourceLocation(),
+                            setOp.getRightInputs().get(0).getSetOpType().toString(),
+                            "Both SELECT and SELECT VALUE are present");
+                }
+                rewriteSelectSetOp(setOp);
+            }
+        }
+
+        return null;
+    }
+
+    private void rewriteSelectSetOp(SelectSetOperation setOp) throws CompilationException {
+        /*
+         * SELECT a, b, c FROM ...
+         * UNION ALL
+         * SELECT d, e, f FROM ....
+         * -->
+         * SELECT a, b, c
+         * UNION ALL
+         * SELECT v.d AS a, v.e AS b, v.f AS c FROM ( SELECT d, e, f FROM ... )
+         */
+        SelectBlock leftSelectBlock = setOp.getLeftInput().getSelectBlock();
+        boolean ok = leftSelectBlock != null && setOp.hasRightInputs();
+        if (!ok) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, setOp.getSourceLocation(), "");
+        }
+        // collect all field names from the left input
+        List<String> leftFieldNames = collectFieldNames(leftSelectBlock, setOp.getRightInputs().get(0).getSetOpType());
+        for (SetOperationRight rightInput : setOp.getRightInputs()) {
+            // rewrite right inputs
+            rewriteSelectSetOpRightInput(rightInput, leftFieldNames, setOp.getSourceLocation());
+        }
+    }
+
+    private void rewriteSelectSetOpRightInput(SetOperationRight setOpRight, List<String> outputFieldNames,
+            SourceLocation sourceLoc) throws CompilationException {
+        SetOperationInput setOpRightInput = setOpRight.getSetOperationRightInput();
+        SelectBlock rightSelectBlock = setOpRightInput.getSelectBlock();
+        if (rightSelectBlock == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, "");
+        }
+        List<String> inputFieldNames = collectFieldNames(rightSelectBlock, setOpRight.getSetOpType());
+        int nFields = inputFieldNames.size();
+        if (nFields != outputFieldNames.size()) {
+            throw new CompilationException(ErrorCode.COMPILATION_SET_OPERATION_ERROR, sourceLoc,
+                    setOpRight.getSetOpType().toString(), "Unequal number of input fields");
+        }
+
+        SelectSetOperation setOp1 = new SelectSetOperation(new SetOperationInput(rightSelectBlock, null), null);
+        setOp1.setSourceLocation(sourceLoc);
+        SelectExpression selectExpr1 = new SelectExpression(null, setOp1, null, null, true);
+        selectExpr1.setSourceLocation(sourceLoc);
+
+        VarIdentifier v1 = context.newVariable();
+        VariableExpr v1Expr1 = new VariableExpr(v1);
+        v1Expr1.setSourceLocation(sourceLoc);
+
+        FromTerm fromTerm1 = new FromTerm(selectExpr1, v1Expr1, null, null);
+        fromTerm1.setSourceLocation(sourceLoc);
+        List<FromTerm> fromTermList1 = new ArrayList<>(1);
+        fromTermList1.add(fromTerm1);
+        FromClause fromClause1 = new FromClause(fromTermList1);
+        fromClause1.setSourceLocation(sourceLoc);
+
+        List<FieldBinding> fb1List = new ArrayList<>(nFields);
+        for (int i = 0; i < nFields; i++) {
+            VariableExpr v1Expr2 = new VariableExpr(v1);
+            v1Expr2.setSourceLocation(sourceLoc);
+            FieldAccessor fa1 = new FieldAccessor(v1Expr2, new Identifier(inputFieldNames.get(i)));
+            fa1.setSourceLocation(sourceLoc);
+            LiteralExpr lit1 = new LiteralExpr(new StringLiteral(outputFieldNames.get(i)));
+            lit1.setSourceLocation(sourceLoc);
+            fb1List.add(new FieldBinding(lit1, fa1));
+        }
+        RecordConstructor rc1 = new RecordConstructor(fb1List);
+        rc1.setSourceLocation(sourceLoc);
+        SelectClause selectClause1 = new SelectClause(new SelectElement(rc1), null, false);
+        selectClause1.setSourceLocation(sourceLoc);
+        SelectBlock newRightSelectBlock = new SelectBlock(selectClause1, fromClause1, null, null, null);
+        newRightSelectBlock.setSourceLocation(sourceLoc);
+        setOpRightInput.setSelectBlock(newRightSelectBlock);
+    }
+
+    private List<String> collectFieldNames(SelectBlock selectBlock, SetOpType setOpType) throws CompilationException {
+        SelectRegular selectRegular = selectBlock.getSelectClause().getSelectRegular();
+        if (selectRegular == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, selectBlock.getSourceLocation(), "");
+        }
+        List<Projection> projectionList = selectRegular.getProjections();
+        List<String> fieldNames = new ArrayList<>(projectionList.size());
+        for (Projection projection : projectionList) {
+            if (projection.getKind() != Projection.Kind.NAMED_EXPR) {
+                throw new CompilationException(ErrorCode.COMPILATION_SET_OPERATION_ERROR,
+                        projection.getSourceLocation(), setOpType.toString(), "Unsupported projection kind");
+            }
+            fieldNames.add(projection.getName());
+        }
+        return fieldNames;
+    }
+
+    private static CallExpr createCallExpr(FunctionIdentifier fid, Expression inExpr, SourceLocation sourceLoc) {
+        List<Expression> argList = new ArrayList<>(1);
+        argList.add(inExpr);
+        CallExpr callExpr = new CallExpr(new FunctionSignature(fid), argList);
+        callExpr.setSourceLocation(sourceLoc);
+        return callExpr;
+    }
+
+    private static final class SelectExpressionAnalyzer {
+
+        private boolean subqueryExists;
+        private boolean selectRegularExists;
+        private boolean selectElementExists;
+        private boolean computeSelectRegularAllFields;
+        private final Set<String> selectRegularAllFields = new HashSet<>();
+
+        private void reset(boolean computeSelectRegularAllFields) {
+            subqueryExists = false;
+            selectRegularExists = false;
+            selectElementExists = false;
+            selectRegularAllFields.clear();
+            this.computeSelectRegularAllFields = computeSelectRegularAllFields;
+        }
+
+        private void analyze(SelectSetOperation setOp, boolean computeSelectRegularAllFields)
+                throws CompilationException {
+            reset(computeSelectRegularAllFields);
+            analyzeSelectSetOpInput(setOp.getLeftInput());
+            if (setOp.hasRightInputs()) {
+                for (SetOperationRight rhs : setOp.getRightInputs()) {
+                    analyzeSelectSetOpInput(rhs.getSetOperationRightInput());
+                }
+            }
+        }
+
+        private void analyzeSelectSetOpInput(SetOperationInput setOpInput) throws CompilationException {
+            if (setOpInput.selectBlock()) {
+                SelectBlock selectBlock = setOpInput.getSelectBlock();
+                SelectClause selectClause = selectBlock.getSelectClause();
+                if (selectClause.selectRegular()) {
+                    selectRegularExists = true;
+                    if (computeSelectRegularAllFields) {
+                        for (Projection projection : selectClause.getSelectRegular().getProjections()) {
+                            if (projection.getKind() == Projection.Kind.NAMED_EXPR) {
+                                selectRegularAllFields.add(projection.getName());
+                            }
+                        }
+                    }
+                } else if (selectClause.selectElement()) {
+                    selectElementExists = true;
+                }
+            } else if (setOpInput.subquery()) {
+                subqueryExists = true;
+            } else {
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, "");
+            }
+        }
+
+        private String generateFieldName(LangRewritingContext ctx) {
+            String fieldName;
+            do {
+                fieldName = SqlppVariableUtil.variableNameToDisplayedFieldName(ctx.newVariable().getValue());
+            } while (selectRegularAllFields.contains(fieldName));
+            return fieldName;
+        }
+    }
+
+    private static class SqlCompatSelectExpressionCoercionAnnotation implements IExpressionAnnotation {
+
+        static final SqlCompatSelectExpressionCoercionAnnotation NONE_NONE =
+                new SqlCompatSelectExpressionCoercionAnnotation(SqlCompatSelectCoercionKind.NONE,
+                        SqlCompatSelectCoercionKind.NONE, null);
+
+        final SqlCompatSelectCoercionKind cardinalityCoercion;
+
+        final SqlCompatSelectCoercionKind typeCoercion;
+
+        final String typeCoercionFieldName;
+
+        SqlCompatSelectExpressionCoercionAnnotation(SqlCompatSelectCoercionKind cardinalityCoercion,
+                SqlCompatSelectCoercionKind typeCoercion, String typeCoercionFieldName) {
+            this.cardinalityCoercion = Objects.requireNonNull(cardinalityCoercion);
+            this.typeCoercion = Objects.requireNonNull(typeCoercion);
+            this.typeCoercionFieldName = typeCoercionFieldName;
+        }
+    }
+
+    private enum SqlCompatSelectCoercionKind {
+
+        /**
+         * Indicates that no transformation is needed.
+         * Applicable to both type and cardinality coercion.
+         */
+        NONE,
+
+        /**
+         * Used to specify type and cardinality coercion.
+         * <p>
+         * When used for type coercion
+         * indicates that the output record of the {@link SelectBlock} must be transformed
+         * into a scalar value if that output record has 1 field, or transformed into MISSING value otherwise.
+         * <p>
+         * When used for cardinality coercion
+         * indicates that the result of the {@link SelectExpression}
+         * must be coerced into a single item if its cardinality is 1 or to MISSING otherwise.
+         */
+        SCALAR,
+
+        /**
+         * Only used to specify type coercion.
+         * <p>
+         * Indicates that the output record of the {@link SelectBlock} must be transformed
+         * into an array
+         */
+        ARRAY,
+
+        /**
+         * Only used to specify type coercion.
+         * <p>
+         * Indicates that the output record of the {@link SelectBlock} must be transformed
+         * into a multiset
+         */
+        MULTISET,
+    }
+
+    private void rewriteSelectBlock(SelectBlock selectBlock, SqlCompatSelectExpressionCoercionAnnotation ann)
+            throws CompilationException {
+        SqlCompatSelectCoercionKind typeCoercion = ann.typeCoercion;
+        switch (typeCoercion) {
+            case SCALAR:
+                /*
+                 * SELECT x -> SELECT x, x AS $new_unique_field
+                 * SELECT x, y -> ERROR
+                 * SELECT * -> ERROR
+                 */
+                SelectClause selectClause = selectBlock.getSelectClause();
+                List<Projection> projectList = selectClause.getSelectRegular().getProjections();
+                if (projectList.size() > 1) {
+                    throw new CompilationException(ErrorCode.COMPILATION_SUBQUERY_COERCION_ERROR,
+                            projectList.get(1).getSourceLocation(), "Subquery returns more than one field");
+                }
+                Projection projection = projectList.get(0);
+                if (projection.getKind() != Projection.Kind.NAMED_EXPR) {
+                    throw new CompilationException(ErrorCode.COMPILATION_SUBQUERY_COERCION_ERROR,
+                            projection.getSourceLocation(), "Unsupported projection kind");
+                }
+                Projection typeCoercionProj = new Projection(Projection.Kind.NAMED_EXPR,
+                        (Expression) SqlppRewriteUtil.deepCopy(projection.getExpression()), ann.typeCoercionFieldName);
+                projectList.add(typeCoercionProj);
+                break;
+            case ARRAY:
+            case MULTISET:
+                /*
+                 * SELECT x -> SELECT x, [x] AS $new_unique_field -- for ARRAY case
+                 *         (or SELECT VALUE x, {{x}} AS $new_unique_field) -- for MULTISET case
+                 * SELECT x, y -> SELECT x, y, [x, y] AS $new_unique_field -- for ARRAY case
+                 *            (or SELECT x, y, {{x, y}} AS $new_unique_field) -- for MULTISET case
+                 * SELECT * -> ERROR
+                 */
+                selectClause = selectBlock.getSelectClause();
+                projectList = selectClause.getSelectRegular().getProjections();
+                List<Expression> exprList = new ArrayList<>(projectList.size());
+                for (Projection p : projectList) {
+                    if (p.getKind() != Projection.Kind.NAMED_EXPR) {
+                        throw new CompilationException(ErrorCode.COMPILATION_SUBQUERY_COERCION_ERROR,
+                                p.getSourceLocation(), "Unsupported projection kind");
+                    }
+                    exprList.add((Expression) SqlppRewriteUtil.deepCopy(p.getExpression()));
+                }
+                ListConstructor.Type listType = typeCoercion == SqlCompatSelectCoercionKind.ARRAY
+                        ? ListConstructor.Type.ORDERED_LIST_CONSTRUCTOR
+                        : ListConstructor.Type.UNORDERED_LIST_CONSTRUCTOR;
+                ListConstructor listExpr = new ListConstructor(listType, exprList);
+                listExpr.setSourceLocation(selectClause.getSourceLocation());
+                typeCoercionProj = new Projection(Projection.Kind.NAMED_EXPR, listExpr, ann.typeCoercionFieldName);
+                projectList.add(typeCoercionProj);
+                break;
+            case NONE:
+                break;
+            default:
+                throw new CompilationException(ErrorCode.ILLEGAL_STATE, selectBlock.getSourceLocation(),
+                        ann.toString());
+        }
+    }
+
+    private Expression rewriteSelectExpression(Expression inExpr, SqlCompatSelectExpressionCoercionAnnotation ann)
+            throws CompilationException {
+        SourceLocation sourceLoc = inExpr.getSourceLocation();
+
+        if (ann.typeCoercion != SqlCompatSelectCoercionKind.NONE) {
+            /*
+             * inExpr = SELECT ..., type_coercion_expr AS $new_unique_field
+             * -->
+             * inExpr = SELECT VALUE v1.$new_unique_field FROM (SELECT ..., type_coercion_expr AS $new_unique_field) v1
+             */
+            VarIdentifier v1 = context.newVariable();
+            VariableExpr v1Ref1 = new VariableExpr(v1);
+            v1Ref1.setSourceLocation(sourceLoc);
+            FromTerm ft1 = new FromTerm(inExpr, v1Ref1, null, null);
+            ft1.setSourceLocation(sourceLoc);
+            List<FromTerm> fc1Terms = new ArrayList<>(1);
+            fc1Terms.add(ft1);
+            FromClause fc1 = new FromClause(fc1Terms);
+            fc1.setSourceLocation(sourceLoc);
+            VariableExpr v1Ref2 = new VariableExpr(v1);
+            v1Ref2.setSourceLocation(sourceLoc);
+            FieldAccessor fa = new FieldAccessor(v1Ref2, new Identifier(ann.typeCoercionFieldName));
+            fa.setSourceLocation(sourceLoc);
+            SelectElement sv1 = new SelectElement(fa);
+            sv1.setSourceLocation(sourceLoc);
+            SelectClause sc1 = new SelectClause(sv1, null, false);
+            sc1.setSourceLocation(sourceLoc);
+            SelectBlock sb1 = new SelectBlock(sc1, fc1, null, null, null);
+            sv1.setSourceLocation(sourceLoc);
+            SelectSetOperation sop1 = new SelectSetOperation(new SetOperationInput(sb1, null), null);
+            sop1.setSourceLocation(sourceLoc);
+            SelectExpression se1 = new SelectExpression(null, sop1, null, null, true);
+            se1.setSourceLocation(sourceLoc);
+
+            inExpr = se1;
+        }
+
+        SqlCompatSelectCoercionKind cardinalityCoercion = ann.cardinalityCoercion;
+        switch (cardinalityCoercion) {
+            case SCALAR:
+                /*
+                 * inExpr = (SELECT ...)
+                 * ->
+                 * STRICT_FIRST_ELEMENT
+                 * (
+                 *  SELECT VALUE v2[(LEN(v2)-1)*2]
+                 *  LET v2 = (SELECT VALUE v1 FROM (inExpr) v1 LIMIT 2)
+                 * )
+                 */
+
+                /*
+                 * E1: SELECT VALUE v1 FROM (inExpr) v1 LIMIT 2
+                 */
+                VarIdentifier v1 = context.newVariable();
+                VariableExpr v1Ref1 = new VariableExpr(v1);
+                v1Ref1.setSourceLocation(sourceLoc);
+                FromTerm ft1 = new FromTerm(inExpr, v1Ref1, null, null);
+                ft1.setSourceLocation(sourceLoc);
+                List<FromTerm> fc1Terms = new ArrayList<>(1);
+                fc1Terms.add(ft1);
+                FromClause fc1 = new FromClause(fc1Terms);
+                fc1.setSourceLocation(sourceLoc);
+                VariableExpr v1Ref2 = new VariableExpr(v1);
+                v1Ref2.setSourceLocation(sourceLoc);
+                SelectElement sv1 = new SelectElement(v1Ref2);
+                sv1.setSourceLocation(sourceLoc);
+                SelectClause sc1 = new SelectClause(sv1, null, false);
+                sc1.setSourceLocation(sourceLoc);
+                SelectBlock sb1 = new SelectBlock(sc1, fc1, null, null, null);
+                sv1.setSourceLocation(sourceLoc);
+                SelectSetOperation sop1 = new SelectSetOperation(new SetOperationInput(sb1, null), null);
+                sop1.setSourceLocation(sourceLoc);
+                LimitClause lc1 = new LimitClause(new LiteralExpr(new IntegerLiteral(2)), null);
+                lc1.setSourceLocation(sourceLoc);
+                SelectExpression se1 = new SelectExpression(null, sop1, null, lc1, true);
+                se1.setSourceLocation(sourceLoc);
+
+                /*
+                 * E2:
+                 *   SELECT VALUE v2[(LEN(v2)-1)*2]
+                 *   LET v2 = (..E1..)
+                 *
+                 * E2 returns {{ item }} if LEN(E1) == 1, otherwise it returns {{ MISSING }}
+                 */
+                VarIdentifier v2 = context.newVariable();
+                VariableExpr v2Ref1 = new VariableExpr(v2);
+                v2Ref1.setSourceLocation(sourceLoc);
+                LetClause lc2 = new LetClause(v2Ref1, se1);
+                lc2.setSourceLocation(sourceLoc);
+
+                VariableExpr v2Ref2 = new VariableExpr(v2);
+                v2Ref2.setSourceLocation(sourceLoc);
+                List<Expression> lenArgs = new ArrayList<>(1);
+                lenArgs.add(v2Ref2);
+                CallExpr lenExpr = new CallExpr(new FunctionSignature(BuiltinFunctions.LEN), lenArgs);
+                lenExpr.setSourceLocation(sourceLoc);
+
+                OperatorExpr minusExpr = new OperatorExpr();
+                minusExpr.setCurrentop(true);
+                minusExpr.addOperator(OperatorType.MINUS);
+                minusExpr.addOperand(lenExpr);
+                minusExpr.addOperand(new LiteralExpr(new IntegerLiteral(1)));
+                minusExpr.setSourceLocation(sourceLoc);
+
+                OperatorExpr mulExpr = new OperatorExpr();
+                mulExpr.setCurrentop(true);
+                mulExpr.addOperator(OperatorType.MUL);
+                mulExpr.addOperand(minusExpr);
+                mulExpr.addOperand(new LiteralExpr(new IntegerLiteral(2)));
+                mulExpr.setSourceLocation(sourceLoc);
+
+                VariableExpr v2Ref3 = new VariableExpr(v2);
+                v2Ref3.setSourceLocation(sourceLoc);
+                IndexAccessor iaExpr = new IndexAccessor(v2Ref3, IndexAccessor.IndexKind.ELEMENT, mulExpr);
+                iaExpr.setSourceLocation(sourceLoc);
+
+                SelectElement sv2 = new SelectElement(iaExpr);
+                sv2.setSourceLocation(sourceLoc);
+                SelectClause sc2 = new SelectClause(sv2, null, false);
+                sc2.setSourceLocation(sourceLoc);
+                List<AbstractClause> sb2Clauses = new ArrayList<>(1);
+                sb2Clauses.add(lc2);
+                SelectBlock sb2 = new SelectBlock(sc2, null, sb2Clauses, null, null);
+                sb2.setSourceLocation(sourceLoc);
+                SelectSetOperation sop2 = new SelectSetOperation(new SetOperationInput(sb2, null), null);
+                sop2.setSourceLocation(sourceLoc);
+                SelectExpression se2 = new SelectExpression(null, sop2, null, null, true);
+                se2.setSourceLocation(sourceLoc);
+
+                /*
+                 * E3: STRICT_FIRST_ELEMENT(..E2..)
+                 */
+                List<Expression> firstElemArgs = new ArrayList<>(1);
+                firstElemArgs.add(se2);
+                FunctionIdentifier firstElemFun =
+                        FunctionMapUtil.createCoreAggregateFunctionIdentifier(BuiltinFunctions.SCALAR_FIRST_ELEMENT);
+                CallExpr firstElemExpr = new CallExpr(new FunctionSignature(firstElemFun), firstElemArgs);
+                firstElemExpr.setSourceLocation(sourceLoc);
+                return firstElemExpr;
+            case NONE:
+                // indicates that no transformation is necessary
+                return inExpr;
+            default:
+                throw new CompilationException(ErrorCode.ILLEGAL_STATE, inExpr.getSourceLocation(), ann.toString());
+        }
+    }
+}
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGatherFunctionCallsVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGatherFunctionCallsVisitor.java
index 8559c96..592d3f6 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGatherFunctionCallsVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGatherFunctionCallsVisitor.java
@@ -89,10 +89,7 @@
 
     @Override
     public Void visit(Projection projection, Void arg) throws CompilationException {
-        if (!projection.star()) {
-            projection.getExpression().accept(this, arg);
-        }
-        return null;
+        return projection.hasExpression() ? projection.getExpression().accept(this, arg) : null;
     }
 
     @Override
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGroupingSetsVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGroupingSetsVisitor.java
index 791bfe1..1259b64 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGroupingSetsVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppGroupingSetsVisitor.java
@@ -165,7 +165,7 @@
         // For regular SELECT we need to add ORDERBY/LIMIT free variables to the projection list of the SELECT clause,
         // so they can be accessed using field-access-by-name after SELECT.
         // Some of these variables might be already projected by SELECT, so we need to account for that.
-        // We currently do not support (fail) SELECT v.* because in this case we cannot statically compute
+        // We currently do not support (fail) SELECT v.* and *.* because in this case we cannot statically compute
         // the schema of the record produced by the SELECT and therefore cannot guarantee that the field
         // names we generate will not conflict with the existing fields in the SELECT output.
         // The added projections will be later removed by the outer query.
@@ -177,33 +177,44 @@
         List<VariableExpr> gbyBindingVars = null, postGbyBindingVars = null;
         for (VariableExpr freeVarPostSetOp : freeVarsPostSetOp) {
             String projectionName = null;
-            for (int i = projectionList.size() - 1; i >= 0; i--) {
+            inner_loop: for (int i = projectionList.size() - 1; i >= 0; i--) {
                 Projection projection = projectionList.get(i);
-                if (projection.varStar()) {
-                    throw new CompilationException(ErrorCode.UNSUPPORTED_GBY_OBY_SELECT_COMBO,
-                            selectBlock.getSourceLocation());
-                } else if (projection.star()) {
-                    if (gbyBindingVars == null) {
-                        gbyBindingVars = SqlppVariableUtil.getBindingVariables(selectBlock.getGroupbyClause());
-                    }
-                    if (postGbyBindingVars == null) {
-                        postGbyBindingVars = selectBlock.hasLetHavingClausesAfterGroupby()
-                                ? SqlppVariableUtil.getLetBindingVariables(selectBlock.getLetHavingListAfterGroupby())
-                                : Collections.emptyList();
-                    }
-                    if (gbyBindingVars.contains(freeVarPostSetOp) || postGbyBindingVars.contains(freeVarPostSetOp)) {
-                        projectionName = SqlppVariableUtil
-                                .variableNameToDisplayedFieldName(freeVarPostSetOp.getVar().getValue());
+                switch (projection.getKind()) {
+                    case VAR_STAR:
+                    case EVERY_VAR_STAR:
+                        throw new CompilationException(ErrorCode.UNSUPPORTED_GBY_OBY_SELECT_COMBO,
+                                selectBlock.getSourceLocation());
+                    case STAR:
+                        if (gbyBindingVars == null) {
+                            gbyBindingVars = SqlppVariableUtil.getBindingVariables(selectBlock.getGroupbyClause());
+                        }
+                        if (postGbyBindingVars == null) {
+                            postGbyBindingVars =
+                                    selectBlock.hasLetHavingClausesAfterGroupby()
+                                            ? SqlppVariableUtil
+                                                    .getLetBindingVariables(selectBlock.getLetHavingListAfterGroupby())
+                                            : Collections.emptyList();
+                        }
+                        if (gbyBindingVars.contains(freeVarPostSetOp)
+                                || postGbyBindingVars.contains(freeVarPostSetOp)) {
+                            projectionName = SqlppVariableUtil
+                                    .variableNameToDisplayedFieldName(freeVarPostSetOp.getVar().getValue());
+                            break;
+                        }
                         break;
-                    }
-                } else if (projection.hasName()) {
-                    if (projection.getExpression().equals(freeVarPostSetOp)) {
-                        projectionName = projection.getName();
+                    case NAMED_EXPR:
+                        if (!projection.hasName()) {
+                            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                    selectBlock.getSourceLocation(), "");
+                        }
+                        if (projection.getExpression().equals(freeVarPostSetOp)) {
+                            projectionName = projection.getName();
+                            break inner_loop;
+                        }
                         break;
-                    }
-                } else {
-                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, selectBlock.getSourceLocation(),
-                            "");
+                    default:
+                        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                selectBlock.getSourceLocation(), "");
                 }
             }
 
@@ -396,7 +407,8 @@
         }
         SelectElement selectElement = selectClause.getSelectElement();
         List<Projection> projectionList = new ArrayList<>(1);
-        projectionList.add(new Projection(selectElement.getExpression(), mainProjectionName, false, false));
+        projectionList
+                .add(new Projection(Projection.Kind.NAMED_EXPR, selectElement.getExpression(), mainProjectionName));
         SelectRegular newSelectRegular = new SelectRegular(projectionList);
         newSelectRegular.setSourceLocation(selectElement.getSourceLocation());
         SelectClause newSelectClause = new SelectClause(null, newSelectRegular, selectClause.distinct());
@@ -412,8 +424,8 @@
         }
         SelectRegular selectRegular = selectClause.getSelectRegular();
         for (Map.Entry<VariableExpr, String> me : projections.entrySet()) {
-            Projection newProjection =
-                    new Projection((VariableExpr) SqlppRewriteUtil.deepCopy(me.getKey()), me.getValue(), false, false);
+            Projection newProjection = new Projection(Projection.Kind.NAMED_EXPR,
+                    (VariableExpr) SqlppRewriteUtil.deepCopy(me.getKey()), me.getValue());
             selectRegular.getProjections().add(newProjection);
         }
     }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppInlineUdfsVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppInlineUdfsVisitor.java
index 5200b94..9f93363 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppInlineUdfsVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppInlineUdfsVisitor.java
@@ -24,12 +24,14 @@
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.base.AbstractClause;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.expression.ListSliceExpression;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
 import org.apache.asterix.lang.common.statement.FunctionDecl;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.visitor.AbstractInlineUdfsVisitor;
 import org.apache.asterix.lang.sqlpp.clause.AbstractBinaryCorrelateClause;
@@ -61,9 +63,12 @@
      *            manages ids of variables and guarantees uniqueness of variables.
      * @param usedUDFs,
      *            user defined functions used by this query.
+     * @param usedViews,
+     *            views used by this query.
      */
-    public SqlppInlineUdfsVisitor(LangRewritingContext context, Map<FunctionSignature, FunctionDecl> usedUDFs) {
-        super(context, usedUDFs, new SqlppCloneAndSubstituteVariablesVisitor(context));
+    public SqlppInlineUdfsVisitor(LangRewritingContext context, Map<FunctionSignature, FunctionDecl> usedUDFs,
+            Map<DatasetFullyQualifiedName, ViewDecl> usedViews) {
+        super(context, usedUDFs, usedViews, new SqlppCloneAndSubstituteVariablesVisitor(context));
     }
 
     @Override
@@ -85,7 +90,7 @@
     @Override
     public Boolean visit(FromTerm fromTerm, Void arg) throws CompilationException {
         boolean changed = false;
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(fromTerm.getLeftExpression());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(fromTerm.getLeftExpression());
         fromTerm.setLeftExpression(p.second);
         changed |= p.first;
         for (AbstractBinaryCorrelateClause correlateClause : fromTerm.getCorrelateClauses()) {
@@ -96,28 +101,28 @@
 
     @Override
     public Boolean visit(JoinClause joinClause, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p1 = inlineUdfsInExpr(joinClause.getRightExpression());
+        Pair<Boolean, Expression> p1 = inlineUdfsAndViewsInExpr(joinClause.getRightExpression());
         joinClause.setRightExpression(p1.second);
-        Pair<Boolean, Expression> p2 = inlineUdfsInExpr(joinClause.getConditionExpression());
+        Pair<Boolean, Expression> p2 = inlineUdfsAndViewsInExpr(joinClause.getConditionExpression());
         joinClause.setConditionExpression(p2.second);
         return p1.first || p2.first;
     }
 
     @Override
     public Boolean visit(NestClause nestClause, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p1 = inlineUdfsInExpr(nestClause.getRightExpression());
+        Pair<Boolean, Expression> p1 = inlineUdfsAndViewsInExpr(nestClause.getRightExpression());
         nestClause.setRightExpression(p1.second);
-        Pair<Boolean, Expression> p2 = inlineUdfsInExpr(nestClause.getConditionExpression());
+        Pair<Boolean, Expression> p2 = inlineUdfsAndViewsInExpr(nestClause.getConditionExpression());
         nestClause.setConditionExpression(p2.second);
         return p1.first || p2.first;
     }
 
     @Override
     public Boolean visit(Projection projection, Void arg) throws CompilationException {
-        if (projection.star()) {
+        if (!projection.hasExpression()) {
             return false;
         }
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(projection.getExpression());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(projection.getExpression());
         projection.setExpression(p.second);
         return p.first;
     }
@@ -158,7 +163,7 @@
 
     @Override
     public Boolean visit(SelectElement selectElement, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(selectElement.getExpression());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(selectElement.getExpression());
         selectElement.setExpression(p.second);
         return p.first;
     }
@@ -202,21 +207,21 @@
 
     @Override
     public Boolean visit(UnnestClause unnestClause, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(unnestClause.getRightExpression());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(unnestClause.getRightExpression());
         unnestClause.setRightExpression(p.second);
         return p.first;
     }
 
     @Override
     public Boolean visit(HavingClause havingClause, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> p = inlineUdfsInExpr(havingClause.getFilterExpression());
+        Pair<Boolean, Expression> p = inlineUdfsAndViewsInExpr(havingClause.getFilterExpression());
         havingClause.setFilterExpression(p.second);
         return p.first;
     }
 
     @Override
     public Boolean visit(CaseExpression caseExpr, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> result = inlineUdfsInExpr(caseExpr.getConditionExpr());
+        Pair<Boolean, Expression> result = inlineUdfsAndViewsInExpr(caseExpr.getConditionExpr());
         caseExpr.setConditionExpr(result.second);
         boolean inlined = result.first;
 
@@ -228,7 +233,7 @@
         inlined = inlined || inlinedList.first;
         caseExpr.setThenExprs(inlinedList.second);
 
-        result = inlineUdfsInExpr(caseExpr.getElseExpr());
+        result = inlineUdfsAndViewsInExpr(caseExpr.getElseExpr());
         caseExpr.setElseExpr(result.second);
         return inlined || result.first;
     }
@@ -247,12 +252,12 @@
             inlined |= inlinedList.first;
         }
         if (winExpr.hasFrameStartExpr()) {
-            Pair<Boolean, Expression> inlinedExpr = inlineUdfsInExpr(winExpr.getFrameStartExpr());
+            Pair<Boolean, Expression> inlinedExpr = inlineUdfsAndViewsInExpr(winExpr.getFrameStartExpr());
             winExpr.setFrameStartExpr(inlinedExpr.second);
             inlined |= inlinedExpr.first;
         }
         if (winExpr.hasFrameEndExpr()) {
-            Pair<Boolean, Expression> inlinedExpr = inlineUdfsInExpr(winExpr.getFrameEndExpr());
+            Pair<Boolean, Expression> inlinedExpr = inlineUdfsAndViewsInExpr(winExpr.getFrameEndExpr());
             winExpr.setFrameEndExpr(inlinedExpr.second);
             inlined |= inlinedExpr.first;
         }
@@ -263,7 +268,7 @@
             inlined |= inlinedList.first;
         }
         if (winExpr.hasAggregateFilterExpr()) {
-            Pair<Boolean, Expression> inlinedExpr = inlineUdfsInExpr(winExpr.getAggregateFilterExpr());
+            Pair<Boolean, Expression> inlinedExpr = inlineUdfsAndViewsInExpr(winExpr.getAggregateFilterExpr());
             winExpr.setAggregateFilterExpr(inlinedExpr.second);
             inlined |= inlinedExpr.first;
         }
@@ -275,17 +280,19 @@
 
     @Override
     public Boolean visit(ListSliceExpression expression, Void arg) throws CompilationException {
-        Pair<Boolean, Expression> expressionResult = inlineUdfsInExpr(expression.getExpr());
+        Pair<Boolean, Expression> expressionResult = inlineUdfsAndViewsInExpr(expression.getExpr());
         expression.setExpr(expressionResult.second);
         boolean inlined = expressionResult.first;
 
-        Pair<Boolean, Expression> startIndexExpressResult = inlineUdfsInExpr(expression.getStartIndexExpression());
+        Pair<Boolean, Expression> startIndexExpressResult =
+                inlineUdfsAndViewsInExpr(expression.getStartIndexExpression());
         expression.setStartIndexExpression(startIndexExpressResult.second);
         inlined |= startIndexExpressResult.first;
 
         // End index expression can be null (optional)
         if (expression.hasEndExpression()) {
-            Pair<Boolean, Expression> endIndexExpressionResult = inlineUdfsInExpr(expression.getEndIndexExpression());
+            Pair<Boolean, Expression> endIndexExpressionResult =
+                    inlineUdfsAndViewsInExpr(expression.getEndIndexExpression());
             expression.setEndIndexExpression(endIndexExpressionResult.second);
             inlined |= endIndexExpressionResult.first;
         }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppRightJoinRewriteVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppRightJoinRewriteVisitor.java
index a8db06f..26c6915 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppRightJoinRewriteVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/SqlppRightJoinRewriteVisitor.java
@@ -32,6 +32,7 @@
 import org.apache.asterix.lang.common.base.Clause;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.ILangExpression;
+import org.apache.asterix.lang.common.base.Literal;
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.expression.VariableExpr;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
@@ -161,9 +162,10 @@
                 VariableExpr rightVar = joinClause.getRightVariable();
                 VariableExpr rightPosVar = joinClause.getPositionalVariable();
                 Expression condExpr = joinClause.getConditionExpression();
+                Literal.Type outerMissingValueType = joinClause.getOuterJoinMissingValueType();
                 if (i == 0) {
-                    JoinClause newJoinClause =
-                            new JoinClause(JoinType.LEFTOUTER, fromExpr, fromVar, fromPosVar, condExpr);
+                    JoinClause newJoinClause = new JoinClause(JoinType.LEFTOUTER, fromExpr, fromVar, fromPosVar,
+                            condExpr, outerMissingValueType);
                     newJoinClause.setSourceLocation(joinClauseSourceLoc);
 
                     fromExpr = rightExpr;
@@ -249,7 +251,7 @@
                                                 ? newVariableExpr(newPrecedingClauseRightPosVar,
                                                         precedingClauseRightPosVarSourceLoc)
                                                 : null,
-                                        newCondExpr);
+                                        newCondExpr, joinPrecedingClause.getOuterJoinMissingValueType());
                                 newPrecedingClause.setSourceLocation(precedingClauseSourceLoc);
                                 break;
                             case UNNEST_CLAUSE:
@@ -260,10 +262,10 @@
                                 newPrecedingClause = new UnnestClause(unnestPrecedingClause.getUnnestType(),
                                         newRightExpr,
                                         newVariableExpr(newPrecedingClauseRightVar, precedingClauseRightVarSourceLoc),
-                                        newPrecedingClauseRightPosVar != null
-                                                ? newVariableExpr(newPrecedingClauseRightPosVar,
-                                                        precedingClauseRightPosVarSourceLoc)
-                                                : null);
+                                        newPrecedingClauseRightPosVar != null ? newVariableExpr(
+                                                newPrecedingClauseRightPosVar, precedingClauseRightPosVarSourceLoc)
+                                                : null,
+                                        unnestPrecedingClause.getOuterUnnestMissingValueType());
                                 newPrecedingClause.setSourceLocation(precedingClauseSourceLoc);
                                 break;
                             default:
@@ -291,8 +293,8 @@
                     Expression newCondExpr = SqlppRewriteUtil.substituteExpression(
                             (Expression) SqlppRewriteUtil.deepCopy(condExpr), substMapOuterFinal, context);
 
-                    JoinClause newJoinClause =
-                            new JoinClause(JoinType.LEFTOUTER, newRightExpr, newRightVarExpr, null, newCondExpr);
+                    JoinClause newJoinClause = new JoinClause(JoinType.LEFTOUTER, newRightExpr, newRightVarExpr, null,
+                            newCondExpr, outerMissingValueType);
                     newJoinClause.setSourceLocation(joinClauseSourceLoc);
 
                     fromExpr = rightExpr;
@@ -370,7 +372,8 @@
     }
 
     private Projection createProjection(VariableExpr var, String fieldName, SourceLocation sourceLoc) {
-        Projection projection = new Projection(newVariableExpr(var.getVar(), null), fieldName, false, false);
+        Projection projection =
+                new Projection(Projection.Kind.NAMED_EXPR, newVariableExpr(var.getVar(), null), fieldName);
         projection.setSourceLocation(sourceLoc);
         return projection;
     }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/VariableCheckAndRewriteVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/VariableCheckAndRewriteVisitor.java
index bbf1a46..4b0caca 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/VariableCheckAndRewriteVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/rewrites/visitor/VariableCheckAndRewriteVisitor.java
@@ -25,10 +25,12 @@
 import java.util.Map;
 import java.util.Set;
 
+import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.Expression.Kind;
@@ -38,8 +40,11 @@
 import org.apache.asterix.lang.common.expression.FieldAccessor;
 import org.apache.asterix.lang.common.expression.LiteralExpr;
 import org.apache.asterix.lang.common.expression.VariableExpr;
+import org.apache.asterix.lang.common.literal.FalseLiteral;
 import org.apache.asterix.lang.common.literal.StringLiteral;
+import org.apache.asterix.lang.common.literal.TrueLiteral;
 import org.apache.asterix.lang.common.rewrites.LangRewritingContext;
+import org.apache.asterix.lang.common.statement.ViewDecl;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
 import org.apache.asterix.lang.sqlpp.expression.WindowExpression;
@@ -169,15 +174,30 @@
             return null;
         }
         SourceLocation sourceLoc = varExpr.getSourceLocation();
-        Pair<Dataset, Boolean> datasetSynonymPair = findDataset(dataverseName, datasetName, sourceLoc);
-        if (datasetSynonymPair == null) {
-            throw createUnresolvableError(dataverseName, datasetName, sourceLoc);
+        DataverseName resolvedDataverseName;
+        String resolvedDatasetName;
+        boolean viaSynonym, isView;
+        ViewDecl viewDecl = findDeclaredView(dataverseName, datasetName);
+        if (viewDecl != null) {
+            resolvedDataverseName = viewDecl.getViewName().getDataverseName();
+            resolvedDatasetName = viewDecl.getViewName().getDatasetName();
+            viaSynonym = false;
+            isView = true;
+        } else {
+            Pair<Dataset, Boolean> p = findDataset(dataverseName, datasetName, true, sourceLoc);
+            if (p == null) {
+                throw createUnresolvableError(dataverseName, datasetName, sourceLoc);
+            }
+            Dataset resolvedDataset = p.first;
+            resolvedDataverseName = resolvedDataset.getDataverseName();
+            resolvedDatasetName = resolvedDataset.getDatasetName();
+            viaSynonym = p.second;
+            isView = resolvedDataset.getDatasetType() == DatasetConfig.DatasetType.VIEW;
         }
-        Dataset dataset = datasetSynonymPair.first;
-        boolean viaSynonym = datasetSynonymPair.second;
-        List<Expression> argList = new ArrayList<>(4);
-        argList.add(new LiteralExpr(new StringLiteral(dataset.getDataverseName().getCanonicalForm())));
-        argList.add(new LiteralExpr(new StringLiteral(dataset.getDatasetName())));
+        List<Expression> argList = new ArrayList<>(3 + (viaSynonym ? 2 : 0));
+        argList.add(new LiteralExpr(new StringLiteral(resolvedDataverseName.getCanonicalForm())));
+        argList.add(new LiteralExpr(new StringLiteral(resolvedDatasetName)));
+        argList.add(new LiteralExpr(isView ? TrueLiteral.INSTANCE : FalseLiteral.INSTANCE));
         if (viaSynonym) {
             argList.add(new LiteralExpr(new StringLiteral(dataverseName.getCanonicalForm())));
             argList.add(new LiteralExpr(new StringLiteral(datasetName)));
@@ -241,24 +261,30 @@
                 dataverseName == null ? defaultDataverseName : dataverseName);
     }
 
-    private Pair<Dataset, Boolean> findDataset(DataverseName dataverseName, String datasetName,
+    private Pair<Dataset, Boolean> findDataset(DataverseName dataverseName, String datasetName, boolean includingViews,
             SourceLocation sourceLoc) throws CompilationException {
         try {
             Boolean viaSynonym = false;
             Triple<DataverseName, String, Boolean> dsName =
-                    metadataProvider.resolveDatasetNameUsingSynonyms(dataverseName, datasetName);
+                    metadataProvider.resolveDatasetNameUsingSynonyms(dataverseName, datasetName, includingViews);
             if (dsName != null) {
                 dataverseName = dsName.first;
                 datasetName = dsName.second;
                 viaSynonym = dsName.third;
             }
-            Dataset dataset = metadataProvider.findDataset(dataverseName, datasetName);
+            Dataset dataset = metadataProvider.findDataset(dataverseName, datasetName, includingViews);
             return dataset == null ? null : new Pair<>(dataset, viaSynonym);
         } catch (AlgebricksException e) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, e, sourceLoc, e.getMessage());
         }
     }
 
+    private ViewDecl findDeclaredView(DataverseName dataverseName, String viewName) {
+        Map<DatasetFullyQualifiedName, ViewDecl> declaredViews = context.getDeclaredViews();
+        return declaredViews.isEmpty() ? null
+                : declaredViews.get(new DatasetFullyQualifiedName(dataverseName, viewName));
+    }
+
     @Override
     public Expression visit(CallExpr callExpr, ILangExpression arg) throws CompilationException {
         // skip variables inside SQL-92 aggregates (they will be resolved by SqlppGroupByAggregationSugarVisitor)
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/FunctionMapUtil.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/FunctionMapUtil.java
index a46f10b..2d41345 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/FunctionMapUtil.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/FunctionMapUtil.java
@@ -204,4 +204,9 @@
         }
         return functionName;
     }
+
+    public static FunctionIdentifier createCoreAggregateFunctionIdentifier(FunctionIdentifier scalarfi) {
+        return BuiltinFunctions.getAggregateFunction(scalarfi) != null ? new FunctionIdentifier(scalarfi.getNamespace(),
+                CORE_AGGREGATE_PREFIX + scalarfi.getName(), scalarfi.getArity()) : null;
+    }
 }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppStatementUtil.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppStatementUtil.java
index 5281dd9..6cac4c9 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppStatementUtil.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppStatementUtil.java
@@ -21,6 +21,8 @@
 import java.util.List;
 
 import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.hyracks.util.OptionalBoolean;
 
 public class SqlppStatementUtil {
 
@@ -32,6 +34,9 @@
     public static final String CREATE_INDEX = "CREATE INDEX ";
     public static final String CREATE_PRIMARY_INDEX = "CREATE PRIMARY INDEX ";
     public static final String DROP_INDEX = "DROP INDEX ";
+    public static final String INCLUDE_UNKNOWN_KEY = " INCLUDE UNKNOWN KEY ";
+    public static final String EXCLUDE_UNKNOWN_KEY = " EXCLUDE UNKNOWN KEY ";
+    public static final String CAST_DEFAULT_NULL = " CAST (DEFAULT NULL ";
     public static final String ON = " ON ";
     public static final String WHERE = " WHERE ";
     public static final String AND = " AND ";
@@ -69,10 +74,35 @@
 
     @SuppressWarnings("squid:S1172") // unused variable
     public static StringBuilder getCreateIndexStatement(StringBuilder stringBuilder, DataverseName dataverseName,
-            String datasetName, String indexName, String fields, int version) {
+            String datasetName, String indexName, String fields, OptionalBoolean excludeUnknown,
+            boolean castDefaultNull, String dateTimeFmt, String dateFmt, String timeFmt, int version) {
         stringBuilder.append(CREATE_INDEX);
         enclose(stringBuilder, indexName).append(ON);
-        return enclose(stringBuilder, dataverseName, datasetName).append(fields).append(SEMI_COLON);
+        StringBuilder appender = enclose(stringBuilder, dataverseName, datasetName).append(fields);
+        if (excludeUnknown.isPresent()) {
+            if (excludeUnknown.get()) {
+                appender.append(EXCLUDE_UNKNOWN_KEY);
+            } else {
+                appender.append(INCLUDE_UNKNOWN_KEY);
+            }
+        }
+        if (castDefaultNull) {
+            appender.append(CAST_DEFAULT_NULL);
+            if (dateTimeFmt != null) {
+                appender.append(TypeUtil.DATETIME_PARAMETER_NAME).append(' ');
+                quote(appender, dateTimeFmt).append(' ');
+            }
+            if (dateFmt != null) {
+                appender.append(TypeUtil.DATE_PARAMETER_NAME).append(' ');
+                quote(appender, dateFmt).append(' ');
+            }
+            if (timeFmt != null) {
+                appender.append(TypeUtil.TIME_PARAMETER_NAME).append(' ');
+                quote(appender, timeFmt).append(' ');
+            }
+            appender.append(R_PARENTHESIS);
+        }
+        return appender.append(SEMI_COLON);
     }
 
     @SuppressWarnings("squid:S1172") // unused variable
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppVariableUtil.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppVariableUtil.java
index 26f2a35..9d50160 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppVariableUtil.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/util/SqlppVariableUtil.java
@@ -103,6 +103,10 @@
         return EXTERNAL_VAR_PREFIX + varName;
     }
 
+    public static VarIdentifier toExternalVariableIdentifier(String idName) {
+        return new VarIdentifier(toExternalVariableName(idName));
+    }
+
     public static boolean isPositionalVariableIdentifier(VarIdentifier varId) {
         try {
             Integer.parseInt(toUserDefinedName(varId.getValue()));
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSql92AggregateVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSql92AggregateVisitor.java
index 027560c..3192541 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSql92AggregateVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSql92AggregateVisitor.java
@@ -240,10 +240,7 @@
 
     @Override
     public Boolean visit(Projection projection, ILangExpression parentSelectBlock) throws CompilationException {
-        if (projection.star()) {
-            return false;
-        }
-        return projection.getExpression().accept(this, parentSelectBlock);
+        return projection.hasExpression() ? projection.getExpression().accept(this, parentSelectBlock) : false;
     }
 
     @Override
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSubqueryVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSubqueryVisitor.java
index bc31e62..a903279 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSubqueryVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/CheckSubqueryVisitor.java
@@ -107,10 +107,7 @@
 
     @Override
     public Boolean visit(Projection projection, ILangExpression arg) throws CompilationException {
-        if (projection.star()) {
-            return false;
-        }
-        return visit(projection.getExpression(), arg);
+        return projection.hasExpression() && visit(projection.getExpression(), arg);
     }
 
     @Override
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/DeepCopyVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/DeepCopyVisitor.java
index 998d8e6..d74d047 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/DeepCopyVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/DeepCopyVisitor.java
@@ -112,7 +112,7 @@
                 : (VariableExpr) joinClause.getPositionalVariable().accept(this, arg);
         Expression conditionExpresion = (Expression) joinClause.getConditionExpression().accept(this, arg);
         JoinClause copy = new JoinClause(joinClause.getJoinType(), rightExpression, rightVar, rightPositionVar,
-                conditionExpresion);
+                conditionExpresion, joinClause.getOuterJoinMissingValueType());
         copy.setSourceLocation(joinClause.getSourceLocation());
         return copy;
     }
@@ -136,16 +136,17 @@
         VariableExpr rightVar = (VariableExpr) unnestClause.getRightVariable().accept(this, arg);
         VariableExpr rightPositionVar = unnestClause.getPositionalVariable() == null ? null
                 : (VariableExpr) unnestClause.getPositionalVariable().accept(this, arg);
-        UnnestClause copy = new UnnestClause(unnestClause.getUnnestType(), rightExpression, rightVar, rightPositionVar);
+        UnnestClause copy = new UnnestClause(unnestClause.getUnnestType(), rightExpression, rightVar, rightPositionVar,
+                unnestClause.getOuterUnnestMissingValueType());
         copy.setSourceLocation(unnestClause.getSourceLocation());
         return copy;
     }
 
     @Override
     public Projection visit(Projection projection, Void arg) throws CompilationException {
-        Projection copy =
-                new Projection(projection.star() ? null : (Expression) projection.getExpression().accept(this, arg),
-                        projection.getName(), projection.star(), projection.varStar());
+        Projection copy = new Projection(projection.getKind(),
+                projection.hasExpression() ? (Expression) projection.getExpression().accept(this, arg) : null,
+                projection.getName());
         copy.setSourceLocation(projection.getSourceLocation());
         return copy;
     }
@@ -276,7 +277,8 @@
         for (Expression orderExpr : oc.getOrderbyList()) {
             newOrderbyList.add((Expression) orderExpr.accept(this, arg));
         }
-        OrderbyClause copy = new OrderbyClause(newOrderbyList, new ArrayList<>(oc.getModifierList()));
+        OrderbyClause copy = new OrderbyClause(newOrderbyList, new ArrayList<>(oc.getModifierList()),
+                new ArrayList<>(oc.getNullModifierList()));
         copy.setSourceLocation(oc.getSourceLocation());
         return copy;
     }
@@ -526,6 +528,8 @@
         List<Expression> newOrderbyList = winExpr.hasOrderByList() ? copyExprList(winExpr.getOrderbyList(), arg) : null;
         List<OrderbyClause.OrderModifier> newOrderbyModifierList =
                 winExpr.hasOrderByList() ? new ArrayList<>(winExpr.getOrderbyModifierList()) : null;
+        List<OrderbyClause.NullOrderModifier> newOrderbyNullModifierList =
+                winExpr.hasOrderByList() ? new ArrayList<>(winExpr.getOrderbyNullModifierList()) : null;
         Expression newFrameStartExpr =
                 winExpr.hasFrameStartExpr() ? (Expression) winExpr.getFrameStartExpr().accept(this, arg) : null;
         Expression newFrameEndExpr =
@@ -534,11 +538,11 @@
                 winExpr.hasWindowVar() ? (VariableExpr) winExpr.getWindowVar().accept(this, arg) : null;
         List<Pair<Expression, Identifier>> newWindowFieldList =
                 winExpr.hasWindowFieldList() ? copyFieldList(winExpr.getWindowFieldList(), arg) : null;
-        WindowExpression copy =
-                new WindowExpression(winExpr.getFunctionSignature(), newExprList, newAggFilterExpr, newPartitionList,
-                        newOrderbyList, newOrderbyModifierList, winExpr.getFrameMode(), winExpr.getFrameStartKind(),
-                        newFrameStartExpr, winExpr.getFrameEndKind(), newFrameEndExpr, winExpr.getFrameExclusionKind(),
-                        newWindowVar, newWindowFieldList, winExpr.getIgnoreNulls(), winExpr.getFromLast());
+        WindowExpression copy = new WindowExpression(winExpr.getFunctionSignature(), newExprList, newAggFilterExpr,
+                newPartitionList, newOrderbyList, newOrderbyModifierList, newOrderbyNullModifierList,
+                winExpr.getFrameMode(), winExpr.getFrameStartKind(), newFrameStartExpr, winExpr.getFrameEndKind(),
+                newFrameEndExpr, winExpr.getFrameExclusionKind(), newWindowVar, newWindowFieldList,
+                winExpr.getIgnoreNulls(), winExpr.getFromLast());
         copy.setSourceLocation(winExpr.getSourceLocation());
         copy.addHints(winExpr.getHints());
         return copy;
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/FreeVariableVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/FreeVariableVisitor.java
index 0c14688..9115b1c 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/FreeVariableVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/FreeVariableVisitor.java
@@ -23,6 +23,7 @@
 import java.util.List;
 
 import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.lang.common.base.AbstractClause;
 import org.apache.asterix.lang.common.base.Clause.ClauseType;
 import org.apache.asterix.lang.common.base.Expression;
@@ -50,6 +51,7 @@
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.QuantifiedPair;
 import org.apache.asterix.lang.sqlpp.clause.AbstractBinaryCorrelateClause;
+import org.apache.asterix.lang.sqlpp.clause.AbstractBinaryCorrelateWithConditionClause;
 import org.apache.asterix.lang.sqlpp.clause.FromClause;
 import org.apache.asterix.lang.sqlpp.clause.FromTerm;
 import org.apache.asterix.lang.sqlpp.clause.HavingClause;
@@ -107,49 +109,79 @@
         }
 
         // Visits join/unnest/nest clauses.
-        for (AbstractBinaryCorrelateClause correlateClause : fromTerm.getCorrelateClauses()) {
-            Collection<VariableExpr> correlateFreeVars = new HashSet<>();
-            correlateClause.accept(this, correlateFreeVars);
-            if (correlateClause.getClauseType() != ClauseType.JOIN_CLAUSE) {
-                // Correlation is allowed if the clause is not a join clause,
-                // therefore we remove left-side binding variables for these cases.
-                correlateFreeVars.removeAll(bindingVariables);
-
-                // Adds binding variables.
-                bindingVariables.add(correlateClause.getRightVariable());
-                if (correlateClause.hasPositionalVariable()) {
-                    bindingVariables.add(correlateClause.getPositionalVariable());
-                }
+        Collection<VariableExpr> clauseFreeVars = null;
+        Collection<VariableExpr> conditionFreeVars = null;
+        for (AbstractBinaryCorrelateClause clause : fromTerm.getCorrelateClauses()) {
+            if (clauseFreeVars == null) {
+                clauseFreeVars = new HashSet<>();
+            } else {
+                clauseFreeVars.clear();
             }
-            freeVars.addAll(correlateFreeVars);
+            clause.getRightExpression().accept(this, clauseFreeVars);
+
+            switch (clause.getClauseType()) {
+                case UNNEST_CLAUSE:
+                    // right branch CAN be use binding variables from prior clauses
+                    // -> these binding variables are not free vars for the whole FromTerm
+                    clauseFreeVars.removeAll(bindingVariables);
+                    break;
+                case JOIN_CLAUSE:
+                case NEST_CLAUSE:
+                    // right branch CANNOT use binding variables from prior clauses, but condition expression CAN.
+                    if (conditionFreeVars == null) {
+                        conditionFreeVars = new HashSet<>();
+                    } else {
+                        conditionFreeVars.clear();
+                    }
+                    AbstractBinaryCorrelateWithConditionClause clauseWithCondition =
+                            (AbstractBinaryCorrelateWithConditionClause) clause;
+                    clauseWithCondition.getConditionExpression().accept(this, conditionFreeVars);
+                    conditionFreeVars.removeAll(bindingVariables);
+                    conditionFreeVars.remove(clause.getRightVariable());
+                    if (clause.hasPositionalVariable()) {
+                        conditionFreeVars.remove(clause.getPositionalVariable());
+                    }
+                    clauseFreeVars.addAll(conditionFreeVars);
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, clause.getSourceLocation(),
+                            clause.getClauseType().toString());
+            }
+
+            // Adds binding variables.
+            bindingVariables.add(clause.getRightVariable());
+            if (clause.hasPositionalVariable()) {
+                bindingVariables.add(clause.getPositionalVariable());
+            }
+            freeVars.addAll(clauseFreeVars);
         }
         return null;
     }
 
     @Override
-    public Void visit(JoinClause joinClause, Collection<VariableExpr> freeVars) throws CompilationException {
-        visitJoinAndNest(joinClause, joinClause.getConditionExpression(), freeVars);
-        return null;
+    public Void visit(JoinClause joinClause, Collection<VariableExpr> arg) throws CompilationException {
+        // not supposed to be invoked
+        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, joinClause.getSourceLocation(),
+                joinClause.getClauseType().toString());
     }
 
     @Override
-    public Void visit(NestClause nestClause, Collection<VariableExpr> freeVars) throws CompilationException {
-        visitJoinAndNest(nestClause, nestClause.getConditionExpression(), freeVars);
-        return null;
+    public Void visit(NestClause nestClause, Collection<VariableExpr> arg) throws CompilationException {
+        // not supposed to be invoked
+        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, nestClause.getSourceLocation(),
+                nestClause.getClauseType().toString());
     }
 
     @Override
-    public Void visit(UnnestClause unnestClause, Collection<VariableExpr> freeVars) throws CompilationException {
-        unnestClause.getRightExpression().accept(this, freeVars);
-        return null;
+    public Void visit(UnnestClause unnestClause, Collection<VariableExpr> arg) throws CompilationException {
+        // not supposed to be invoked
+        throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE, unnestClause.getSourceLocation(),
+                unnestClause.getClauseType().toString());
     }
 
     @Override
     public Void visit(Projection projection, Collection<VariableExpr> freeVars) throws CompilationException {
-        if (!projection.star()) {
-            projection.getExpression().accept(this, freeVars);
-        }
-        return null;
+        return projection.hasExpression() ? projection.getExpression().accept(this, freeVars) : null;
     }
 
     @Override
@@ -494,20 +526,6 @@
         }
     }
 
-    private void visitJoinAndNest(AbstractBinaryCorrelateClause clause, Expression condition,
-            Collection<VariableExpr> freeVars) throws CompilationException {
-        clause.getRightExpression().accept(this, freeVars);
-        Collection<VariableExpr> conditionFreeVars = new HashSet<>();
-        condition.accept(this, freeVars);
-
-        // The condition expression can free binding variables defined in the join clause.
-        conditionFreeVars.remove(clause.getRightVariable());
-        if (clause.hasPositionalVariable()) {
-            conditionFreeVars.remove(clause.getPositionalVariable());
-        }
-        freeVars.addAll(conditionFreeVars);
-    }
-
     private void visit(List<Expression> exprs, Collection<VariableExpr> arg) throws CompilationException {
         for (Expression expr : exprs) {
             expr.accept(this, arg);
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppAstPrintVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppAstPrintVisitor.java
index 083015b..c803d83 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppAstPrintVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppAstPrintVisitor.java
@@ -22,12 +22,13 @@
 import java.util.Collections;
 import java.util.List;
 import java.util.Map;
-import java.util.stream.Collectors;
 
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.base.AbstractClause;
 import org.apache.asterix.lang.common.base.Expression;
+import org.apache.asterix.lang.common.base.Literal;
 import org.apache.asterix.lang.common.clause.GroupbyClause;
 import org.apache.asterix.lang.common.clause.LetClause;
 import org.apache.asterix.lang.common.clause.OrderbyClause;
@@ -59,6 +60,7 @@
 import org.apache.asterix.lang.sqlpp.struct.SetOperationRight;
 import org.apache.asterix.lang.sqlpp.visitor.base.ISqlppVisitor;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 
 public class SqlppAstPrintVisitor extends QueryPrintVisitor implements ISqlppVisitor<Void, Integer> {
 
@@ -108,6 +110,7 @@
             out.print(" AT ");
             joinClause.getPositionalVariable().accept(this, 0);
         }
+        out.print(Literal.Type.NULL.equals(joinClause.getOuterJoinMissingValueType()) ? "(OR NULL) " : "");
         out.println(skip(step + 1) + "ON");
         joinClause.getConditionExpression().accept(this, step + 1);
         return null;
@@ -130,11 +133,21 @@
 
     @Override
     public Void visit(Projection projection, Integer step) throws CompilationException {
-        if (projection.star()) {
-            out.println(skip(step) + "*");
-        } else {
-            projection.getExpression().accept(this, step);
-            out.println(skip(step) + (projection.varStar() ? ".*" : projection.getName()));
+        switch (projection.getKind()) {
+            case STAR:
+                out.println(skip(step) + "*");
+                break;
+            case EVERY_VAR_STAR:
+                out.println(skip(step) + "*.*");
+                break;
+            case VAR_STAR:
+                projection.getExpression().accept(this, step);
+                out.println(skip(step) + ".*");
+                break;
+            case NAMED_EXPR:
+                projection.getExpression().accept(this, step);
+                out.println(skip(step) + projection.getName());
+                break;
         }
         return null;
     }
@@ -252,8 +265,10 @@
         FunctionSignature functionSignature = callExpr.getFunctionSignature();
         //TODO(MULTI_PART_DATAVERSE_NAME):temporary workaround to preserve AST reference results
         if (FunctionUtil.isBuiltinDatasetFunction(functionSignature)) {
-            String singleArg = callExpr.getExprList().stream().map(LiteralExpr.class::cast).map(LiteralExpr::getValue)
-                    .map(StringLiteral.class::cast).map(StringLiteral::getValue).collect(Collectors.joining("."));
+            Triple<DatasetFullyQualifiedName, Boolean, DatasetFullyQualifiedName> dsArgs =
+                    FunctionUtil.parseDatasetFunctionArguments(callExpr);
+            String singleArg =
+                    String.join(".", dsArgs.first.getDataverseName().getParts()) + "." + dsArgs.first.getDatasetName();
             printFunctionCall(functionSignature, 1,
                     Collections.singletonList(new LiteralExpr(new StringLiteral(singleArg))),
                     callExpr.getAggregateFilterExpr(), step);
@@ -390,9 +405,13 @@
             out.println(skip(step + 1) + "ORDER BY");
             List<Expression> orderbyList = winExpr.getOrderbyList();
             List<OrderbyClause.OrderModifier> orderbyModifierList = winExpr.getOrderbyModifierList();
+            List<OrderbyClause.NullOrderModifier> orderbyNullModifierList = winExpr.getOrderbyNullModifierList();
             for (int i = 0, ln = orderbyList.size(); i < ln; i++) {
                 orderbyList.get(i).accept(this, step + 2);
-                out.println(skip(step + 2) + orderbyModifierList.get(i));
+                OrderbyClause.OrderModifier orderModifier = orderbyModifierList.get(i);
+                OrderbyClause.NullOrderModifier nullOrderModifier = orderbyNullModifierList.get(i);
+                out.println(skip(step + 2) + orderModifier
+                        + (nullOrderModifier != null ? " NULLS " + nullOrderModifier : ""));
             }
         }
         if (winExpr.hasFrameDefinition()) {
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppCloneAndSubstituteVariablesVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppCloneAndSubstituteVariablesVisitor.java
index efe1c3d..ce0d0a1 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppCloneAndSubstituteVariablesVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppCloneAndSubstituteVariablesVisitor.java
@@ -143,8 +143,8 @@
         // The condition can refer to the newRightVar and newRightPosVar.
         Expression conditionExpr = (Expression) joinClause.getConditionExpression().accept(this, currentEnv).first;
 
-        JoinClause newJoinClause =
-                new JoinClause(joinClause.getJoinType(), newRightExpr, newRightVar, newRightPosVar, conditionExpr);
+        JoinClause newJoinClause = new JoinClause(joinClause.getJoinType(), newRightExpr, newRightVar, newRightPosVar,
+                conditionExpr, joinClause.getOuterJoinMissingValueType());
         newJoinClause.setSourceLocation(joinClause.getSourceLocation());
         return new Pair<>(newJoinClause, currentEnv);
     }
@@ -193,8 +193,8 @@
             currentEnv.removeSubstitution(newRightPosVar);
         }
         // The condition can refer to the newRightVar and newRightPosVar.
-        UnnestClause newUnnestClause =
-                new UnnestClause(unnestClause.getUnnestType(), rightExpr, newRightVar, newRightPosVar);
+        UnnestClause newUnnestClause = new UnnestClause(unnestClause.getUnnestType(), rightExpr, newRightVar,
+                newRightPosVar, unnestClause.getOuterUnnestMissingValueType());
         newUnnestClause.setSourceLocation(unnestClause.getSourceLocation());
         return new Pair<>(newUnnestClause, currentEnv);
     }
@@ -202,11 +202,9 @@
     @Override
     public Pair<ILangExpression, VariableSubstitutionEnvironment> visit(Projection projection,
             VariableSubstitutionEnvironment env) throws CompilationException {
-        if (projection.star()) {
-            return new Pair<>(projection, env);
-        }
-        Projection newProjection = new Projection((Expression) projection.getExpression().accept(this, env).first,
-                projection.getName(), projection.star(), projection.varStar());
+        Projection newProjection = new Projection(projection.getKind(),
+                projection.hasExpression() ? (Expression) projection.getExpression().accept(this, env).first : null,
+                projection.getName());
         newProjection.setSourceLocation(projection.getSourceLocation());
         return new Pair<>(newProjection, env);
     }
@@ -414,6 +412,8 @@
                 ? VariableCloneAndSubstitutionUtil.visitAndCloneExprList(winExpr.getOrderbyList(), env, this) : null;
         List<OrderbyClause.OrderModifier> newOrderbyModifierList =
                 winExpr.hasOrderByList() ? new ArrayList<>(winExpr.getOrderbyModifierList()) : null;
+        List<OrderbyClause.NullOrderModifier> newOrderbyNullModifierList =
+                winExpr.hasOrderByList() ? new ArrayList<>(winExpr.getOrderbyNullModifierList()) : null;
         Expression newFrameStartExpr =
                 winExpr.hasFrameStartExpr() ? (Expression) winExpr.getFrameStartExpr().accept(this, env).first : null;
         Expression newFrameEndExpr =
@@ -422,11 +422,11 @@
                 winExpr.hasWindowVar() ? (VariableExpr) winExpr.getWindowVar().accept(this, env).first : null;
         List<Pair<Expression, Identifier>> newWindowFieldList = winExpr.hasWindowFieldList()
                 ? VariableCloneAndSubstitutionUtil.substInFieldList(winExpr.getWindowFieldList(), env, this) : null;
-        WindowExpression newWinExpr =
-                new WindowExpression(winExpr.getFunctionSignature(), newExprList, newAggFilterExpr, newPartitionList,
-                        newOrderbyList, newOrderbyModifierList, winExpr.getFrameMode(), winExpr.getFrameStartKind(),
-                        newFrameStartExpr, winExpr.getFrameEndKind(), newFrameEndExpr, winExpr.getFrameExclusionKind(),
-                        newWindowVar, newWindowFieldList, winExpr.getIgnoreNulls(), winExpr.getFromLast());
+        WindowExpression newWinExpr = new WindowExpression(winExpr.getFunctionSignature(), newExprList,
+                newAggFilterExpr, newPartitionList, newOrderbyList, newOrderbyModifierList, newOrderbyNullModifierList,
+                winExpr.getFrameMode(), winExpr.getFrameStartKind(), newFrameStartExpr, winExpr.getFrameEndKind(),
+                newFrameEndExpr, winExpr.getFrameExclusionKind(), newWindowVar, newWindowFieldList,
+                winExpr.getIgnoreNulls(), winExpr.getFromLast());
         newWinExpr.setSourceLocation(winExpr.getSourceLocation());
         newWinExpr.addHints(winExpr.getHints());
         return new Pair<>(newWinExpr, env);
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppFormatPrintVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppFormatPrintVisitor.java
index bdf5c9d..975379d 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppFormatPrintVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppFormatPrintVisitor.java
@@ -123,18 +123,24 @@
 
     @Override
     public Void visit(Projection projection, Integer step) throws CompilationException {
-        if (projection.star()) {
-            out.print(" * ");
-            return null;
-        }
-        projection.getExpression().accept(this, step);
-        if (projection.varStar()) {
-            out.print(".* ");
-        } else {
-            String name = projection.getName();
-            if (name != null) {
-                out.print(" as " + name);
-            }
+        switch (projection.getKind()) {
+            case STAR:
+                out.print(" * ");
+                break;
+            case EVERY_VAR_STAR:
+                out.print(" *.* ");
+                break;
+            case VAR_STAR:
+                projection.getExpression().accept(this, step);
+                out.print(".* ");
+                break;
+            case NAMED_EXPR:
+                projection.getExpression().accept(this, step);
+                String name = projection.getName();
+                if (name != null) {
+                    out.print(" as " + name);
+                }
+                break;
         }
         return null;
     }
@@ -364,7 +370,8 @@
         }
         if (windowExpr.hasOrderByList()) {
             out.print(skip(step + 1) + "order by ");
-            printDelimitedObyExpressions(windowExpr.getOrderbyList(), windowExpr.getOrderbyModifierList(), step + 2);
+            printDelimitedObyExpressions(windowExpr.getOrderbyList(), windowExpr.getOrderbyModifierList(),
+                    windowExpr.getOrderbyNullModifierList(), step + 2);
             out.println();
         }
         if (windowExpr.hasFrameDefinition()) {
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppSynonymRewriteVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppSynonymRewriteVisitor.java
index a0ffdf2..b47eb6e 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppSynonymRewriteVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/SqlppSynonymRewriteVisitor.java
@@ -44,7 +44,7 @@
     @Override
     public Void visit(LoadStatement loadStmt, MetadataProvider metadataProvider) throws CompilationException {
         Triple<DataverseName, String, Boolean> dsName = resolveDatasetNameUsingSynonyms(metadataProvider,
-                loadStmt.getDataverseName(), loadStmt.getDatasetName(), loadStmt.getSourceLocation());
+                loadStmt.getDataverseName(), loadStmt.getDatasetName(), false, loadStmt.getSourceLocation());
         if (dsName != null) {
             loadStmt.setDataverseName(dsName.first);
             loadStmt.setDatasetName(dsName.second);
@@ -55,7 +55,7 @@
     @Override
     public Void visit(InsertStatement insertStmt, MetadataProvider metadataProvider) throws CompilationException {
         Triple<DataverseName, String, Boolean> dsName = resolveDatasetNameUsingSynonyms(metadataProvider,
-                insertStmt.getDataverseName(), insertStmt.getDatasetName(), insertStmt.getSourceLocation());
+                insertStmt.getDataverseName(), insertStmt.getDatasetName(), false, insertStmt.getSourceLocation());
         if (dsName != null) {
             insertStmt.setDataverseName(dsName.first);
             insertStmt.setDatasetName(dsName.second);
@@ -66,7 +66,7 @@
     @Override
     public Void visit(DeleteStatement deleteStmt, MetadataProvider metadataProvider) throws CompilationException {
         Triple<DataverseName, String, Boolean> dsName = resolveDatasetNameUsingSynonyms(metadataProvider,
-                deleteStmt.getDataverseName(), deleteStmt.getDatasetName(), deleteStmt.getSourceLocation());
+                deleteStmt.getDataverseName(), deleteStmt.getDatasetName(), false, deleteStmt.getSourceLocation());
         if (dsName != null) {
             deleteStmt.setDataverseName(dsName.first);
             deleteStmt.setDatasetName(dsName.second);
@@ -75,9 +75,10 @@
     }
 
     private Triple<DataverseName, String, Boolean> resolveDatasetNameUsingSynonyms(MetadataProvider metadataProvider,
-            DataverseName dataverseName, String datasetName, SourceLocation sourceLoc) throws CompilationException {
+            DataverseName dataverseName, String datasetName, boolean includingViews, SourceLocation sourceLoc)
+            throws CompilationException {
         try {
-            return metadataProvider.resolveDatasetNameUsingSynonyms(dataverseName, datasetName);
+            return metadataProvider.resolveDatasetNameUsingSynonyms(dataverseName, datasetName, includingViews);
         } catch (AlgebricksException e) {
             throw new CompilationException(ErrorCode.COMPILATION_ERROR, e, sourceLoc, e.getMessage());
         }
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/base/AbstractSqlppSimpleExpressionVisitor.java b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/base/AbstractSqlppSimpleExpressionVisitor.java
index e331173..ef8b43c 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/base/AbstractSqlppSimpleExpressionVisitor.java
+++ b/asterixdb/asterix-lang-sqlpp/src/main/java/org/apache/asterix/lang/sqlpp/visitor/base/AbstractSqlppSimpleExpressionVisitor.java
@@ -113,7 +113,7 @@
 
     @Override
     public Expression visit(Projection projection, ILangExpression arg) throws CompilationException {
-        if (!projection.star()) {
+        if (projection.hasExpression()) {
             projection.setExpression(visit(projection.getExpression(), arg));
         }
         return null;
diff --git a/asterixdb/asterix-lang-sqlpp/src/main/javacc/SQLPP.jj b/asterixdb/asterix-lang-sqlpp/src/main/javacc/SQLPP.jj
index 2d3fcc5..4e64944 100644
--- a/asterixdb/asterix-lang-sqlpp/src/main/javacc/SQLPP.jj
+++ b/asterixdb/asterix-lang-sqlpp/src/main/javacc/SQLPP.jj
@@ -63,6 +63,7 @@
 import org.apache.asterix.common.annotations.RangeAnnotation;
 import org.apache.asterix.common.annotations.SecondaryIndexSearchPreferenceAnnotation;
 import org.apache.asterix.common.annotations.SkipSecondaryIndexSearchExpressionAnnotation;
+import org.apache.asterix.common.annotations.SpatialJoinAnnotation;
 import org.apache.asterix.common.annotations.TypeDataGen;
 import org.apache.asterix.common.annotations.UndeclaredFieldsDataGen;
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
@@ -74,6 +75,7 @@
 import org.apache.asterix.common.functions.FunctionConstants;
 import org.apache.asterix.common.functions.FunctionSignature;
 import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.lang.common.base.AbstractClause;
 import org.apache.asterix.lang.common.base.AbstractLangExpression;
 import org.apache.asterix.lang.common.base.AbstractStatement;
@@ -133,6 +135,9 @@
 import org.apache.asterix.lang.common.statement.CreateFunctionStatement;
 import org.apache.asterix.lang.common.statement.CreateIndexStatement;
 import org.apache.asterix.lang.common.statement.CreateSynonymStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextFilterStatement;
+import org.apache.asterix.lang.common.statement.CreateFullTextConfigStatement;
+import org.apache.asterix.lang.common.statement.CreateViewStatement;
 import org.apache.asterix.lang.common.statement.DatasetDecl;
 import org.apache.asterix.lang.common.statement.DataverseDecl;
 import org.apache.asterix.lang.common.statement.DataverseDropStatement;
@@ -145,6 +150,8 @@
 import org.apache.asterix.lang.common.statement.FunctionDecl;
 import org.apache.asterix.lang.common.statement.FunctionDropStatement;
 import org.apache.asterix.lang.common.statement.IndexDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextFilterDropStatement;
+import org.apache.asterix.lang.common.statement.FullTextConfigDropStatement;
 import org.apache.asterix.lang.common.statement.InsertStatement;
 import org.apache.asterix.lang.common.statement.InternalDetailsDecl;
 import org.apache.asterix.lang.common.statement.LoadStatement;
@@ -158,11 +165,15 @@
 import org.apache.asterix.lang.common.statement.TypeDropStatement;
 import org.apache.asterix.lang.common.statement.UpdateStatement;
 import org.apache.asterix.lang.common.statement.UpsertStatement;
+import org.apache.asterix.lang.common.statement.ViewDecl;
+import org.apache.asterix.lang.common.statement.ViewDropStatement;
 import org.apache.asterix.lang.common.statement.WriteStatement;
 import org.apache.asterix.lang.common.struct.Identifier;
 import org.apache.asterix.lang.common.struct.OperatorType;
 import org.apache.asterix.lang.common.struct.QuantifiedPair;
 import org.apache.asterix.lang.common.struct.VarIdentifier;
+import org.apache.asterix.lang.common.util.DatasetDeclParametersUtil;
+import org.apache.asterix.lang.common.util.ExpressionUtils;
 import org.apache.asterix.lang.common.util.RangeMapBuilder;
 import org.apache.asterix.lang.sqlpp.clause.AbstractBinaryCorrelateClause;
 import org.apache.asterix.lang.sqlpp.clause.FromClause;
@@ -195,6 +206,7 @@
 import org.apache.asterix.lang.sqlpp.util.FunctionMapUtil;
 import org.apache.asterix.lang.sqlpp.util.SqlppVariableUtil;
 import org.apache.asterix.external.dataset.adapter.AdapterIdentifier;
+import org.apache.asterix.om.exceptions.TypeMismatchException;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.commons.lang3.ArrayUtils;
@@ -217,19 +229,24 @@
     // tokens parsed as identifiers
     private static final String CUBE = "CUBE";
     private static final String CURRENT = "CURRENT";
+    private static final String DEFAULT = "DEFAULT";
     private static final String EXCLUDE = "EXCLUDE";
+    private static final String INCLUDE = "INCLUDE";
     private static final String FIRST = "FIRST";
     private static final String FOLLOWING = "FOLLOWING";
+    private static final String FOREIGN = "FOREIGN";
     private static final String GROUPING = "GROUPING";
     private static final String GROUPS = "GROUPS";
     private static final String IGNORE = "IGNORE";
     private static final String LAST = "LAST";
+    private static final String META = "META";
     private static final String NO = "NO";
     private static final String NULLS = "NULLS";
     private static final String OTHERS = "OTHERS";
     private static final String PARTITION = "PARTITION";
     private static final String PRECEDING = "PRECEDING";
     private static final String RANGE = "RANGE";
+    private static final String REFERENCES = "REFERENCES";
     private static final String RESPECT = "RESPECT";
     private static final String ROLLUP = "ROLLUP";
     private static final String ROW = "ROW";
@@ -239,6 +256,8 @@
     private static final String UNBOUNDED = "UNBOUNDED";
     private static final String REPLACE = "REPLACE";
     private static final String RETURNS = "RETURNS";
+    private static final String CONFIG = "CONFIG";
+
 
     private static final String INT_TYPE_NAME = "int";
     private static final String UDF_VARARGS_PARAM_NAME = "args"; // Note: this value is stored in the function metadata
@@ -259,12 +278,14 @@
     private static class IndexParams {
       public IndexType type;
       public int gramLength;
+      public String fullTextConfig;
 
-      public IndexParams(IndexType type, int gramLength) {
+      public IndexParams(IndexType type, int gramLength, String fullTextConfig) {
         this.type = type;
         this.gramLength = gramLength;
+        this.fullTextConfig = fullTextConfig;
       }
-    };
+    }
 
     private static class FunctionName {
        public DataverseName dataverse;
@@ -329,7 +350,7 @@
         super.setInput(s);
     }
 
-    public static void main(String args[]) throws ParseException, TokenMgrError, IOException, FileNotFoundException, CompilationException {
+    public static void main(String[] args) throws ParseException, TokenMgrError, IOException, FileNotFoundException, CompilationException {
         File file = new File(args[0]);
         Reader fis = new BufferedReader(new InputStreamReader(new FileInputStream(file), "UTF-8"));
         SQLPPParser parser = new SQLPPParser(fis);
@@ -384,6 +405,19 @@
         return new SQLPPParser(text).parseParenthesizedIdentifierList();
     }
 
+    private List<Literal> parseParenthesizedLiteralList() throws CompilationException {
+        return parseImpl(new ParseFunction<List<Literal>>() {
+            @Override
+            public  List<Literal> parse() throws ParseException {
+                return SQLPPParser.this.ParenthesizedLiteralList();
+            }
+        });
+    }
+
+    private static List<Literal> parseParenthesizedLiteralList(String text) throws CompilationException {
+        return new SQLPPParser(text).parseParenthesizedLiteralList();
+    }
+
     @Override
     public FunctionDecl parseFunctionBody(FunctionSignature signature, List<String> paramNames, boolean isStored)
       throws CompilationException {
@@ -405,6 +439,22 @@
         });
     }
 
+    @Override
+    public ViewDecl parseViewBody(DatasetFullyQualifiedName viewName) throws CompilationException {
+        return parseImpl(new ParseFunction<ViewDecl>() {
+            @Override
+            public ViewDecl parse() throws ParseException {
+                DataverseName dataverse = defaultDataverse;
+                defaultDataverse = viewName.getDataverseName();
+                createNewScope();
+                Expression viewBodyExpr = SQLPPParser.this.ViewBody();
+                removeCurrentScope();
+                defaultDataverse = dataverse;
+                return new ViewDecl(viewName, viewBodyExpr);
+            }
+        });
+    }
+
     private <T> T parseImpl(ParseFunction<T> parseFunction) throws CompilationException {
         warningCollector.clear();
         hintCollector.clear();
@@ -622,6 +672,47 @@
               List<String> indexNames = parseParenthesizedIdentifierList(hintToken.hintParams);
               return SkipSecondaryIndexSearchExpressionAnnotation.newInstance(indexNames);
             }
+          case SPATIAL_JOIN_HINT:
+            List<Literal> hintValues = parseParenthesizedLiteralList(hintToken.hintParams);
+
+            // Handle exceptions
+            if (hintValues.size() != 6) {
+              throw new SqlppParseException(getSourceLocation(hintToken), String.format("Unexpected hint: %s. 6 arguments are required.",
+                                hintToken.hint.toString()));
+            }
+
+            for (int i = 0; i < 4; i++) {
+              Literal lit = hintValues.get(i);
+              if ((lit.getLiteralType() != Literal.Type.DOUBLE)
+                    && (lit.getLiteralType() != Literal.Type.FLOAT)
+                    && (lit.getLiteralType() != Literal.Type.LONG)
+                    && (lit.getLiteralType() != Literal.Type.INTEGER)){
+                throw new SqlppParseException(getSourceLocation(hintToken), String.format("Unexpected hint: %s. Numeric value is required for first 4 arguments.",
+                                hintToken.hint.toString()));
+              }
+            }
+
+            for (int i = 4; i < 6; i++) {
+              Literal lit = hintValues.get(i);
+              if ((lit.getLiteralType() != Literal.Type.LONG)
+                    && (lit.getLiteralType() != Literal.Type.INTEGER)) {
+                throw new SqlppParseException(getSourceLocation(hintToken), String.format("Unexpected hint: %s. Long/int is required for last 2 arguments.",
+                              hintToken.hint.toString()));
+              }
+            }
+
+            try {
+              double minX = ExpressionUtils.getDoubleValue(hintValues.get(0));
+              double minY = ExpressionUtils.getDoubleValue(hintValues.get(1));
+              double maxX = ExpressionUtils.getDoubleValue(hintValues.get(2));
+              double maxY = ExpressionUtils.getDoubleValue(hintValues.get(3));
+              int numRows = (int) ExpressionUtils.getLongValue(hintValues.get(4));
+              int numColumns = (int) ExpressionUtils.getLongValue(hintValues.get(5));
+              SpatialJoinAnnotation spatialJoinAnn = new SpatialJoinAnnotation(minX, minY, maxX, maxY, numRows, numColumns);
+              return spatialJoinAnn;
+            } catch (TypeMismatchException e) {
+              throw new SqlppParseException(getSourceLocation(hintToken), e.getMessage());
+            }
           case USE_SECONDARY_INDEX_SEARCH_HINT:
             if (hintToken.hintParams == null) {
               throw new SqlppParseException(getSourceLocation(hintToken), "Expected index name(s)");
@@ -786,6 +877,8 @@
     | stmt = CreateSynonymStatement(startToken)
     | stmt = CreateFeedStatement(startToken)
     | stmt = CreateFeedPolicyStatement(startToken)
+    | stmt = CreateFullTextStatement(startToken)
+    | stmt = CreateViewStatement(startToken, false)
   )
   {
     return stmt;
@@ -801,6 +894,7 @@
   <OR> <IDENTIFIER> { replaceToken = token; }
   (
     stmt = CreateFunctionStatement(startStmtToken, true)
+    | stmt = CreateViewStatement(startStmtToken, true)
   )
   {
     // check expected token here to make the grammar extension plugin happy
@@ -945,6 +1039,11 @@
     try {
       InternalDetailsDecl idd = new InternalDetailsDecl(primaryKeyFields.second, primaryKeyFields.first, autogenerated,
         filterField == null? null : filterField.first, filterField == null? null : filterField.second);
+      DatasetDeclParametersUtil.adjustInlineTypeDecl(typeExpr, primaryKeyFields.second, primaryKeyFields.first, false);
+      if (metaTypeExpr != null) {
+        DatasetDeclParametersUtil.adjustInlineTypeDecl(metaTypeExpr, primaryKeyFields.second, primaryKeyFields.first,
+          true);
+      }
       stmt = new DatasetDecl(nameComponents.first, nameComponents.second, typeExpr, metaTypeExpr, hints,
         DatasetType.INTERNAL, idd, withRecord, ifNotExists);
       return addSourceLocation(stmt, startStmtToken);
@@ -1011,7 +1110,7 @@
   }
 }
 
-TypeExpression DatasetRecordTypeSpecification(boolean allowRecordKindModifier) throws ParseException:
+RecordTypeDefinition DatasetRecordTypeSpecification(boolean allowRecordKindModifier) throws ParseException:
 {
   RecordTypeDefinition recordTypeDef = null;
   RecordTypeDefinition.RecordKind recordKind = null;
@@ -1088,50 +1187,191 @@
 
 CreateIndexStatement IndexSpecification(Token startStmtToken) throws ParseException:
 {
-  CreateIndexStatement stmt = new CreateIndexStatement();
-  String indexName = null;
-  boolean ifNotExists = false;
   Pair<DataverseName,Identifier> nameComponents = null;
-  Pair<Integer, Pair<List<String>, IndexedTypeExpression>> fieldPair = null;
-  IndexParams indexType = null;
+  String indexName = null;
+  IndexParams indexParams = null;
+  CreateIndexStatement.IndexedElement indexedElement = null;
+  List<CreateIndexStatement.IndexedElement> indexedElementList = new ArrayList<CreateIndexStatement.IndexedElement>();
   boolean enforced = false;
+  boolean ifNotExists = false;
+  boolean hasUnnest = false;
+  String fullTextConfigName = null;
+  Token startElementToken = null;
+  Boolean excludeUnknown = null;
+  Pair<Map<String, String>, Boolean> castConfigDefaultNull;
+  Boolean castDefaultNull = null;
+  Map<String, String> castConfig = null;
 }
 {
   (
     indexName = Identifier() ifNotExists = IfNotExists()
     <ON> nameComponents = QualifiedName()
-    <LEFTPAREN> ( fieldPair = OpenField()
-      {
-        stmt.addFieldExprPair(fieldPair.second);
-        stmt.addFieldIndexIndicator(fieldPair.first);
+    <LEFTPAREN> { startElementToken  = token; }
+      indexedElement = IndexedElement(startElementToken) {
+        indexedElementList.add(indexedElement);
+        hasUnnest |= indexedElement.hasUnnest();
       }
-    ) (<COMMA> fieldPair = OpenField()
-      {
-        stmt.addFieldExprPair(fieldPair.second);
-        stmt.addFieldIndexIndicator(fieldPair.first);
+      (<COMMA> { startElementToken = token; }
+        indexedElement = IndexedElement(startElementToken) {
+          indexedElementList.add(indexedElement);
+          hasUnnest |= indexedElement.hasUnnest();
+        }
+      )*
+    <RIGHTPAREN>
+    ( <TYPE> indexParams = IndexType() )? ( <ENFORCED> { enforced = true; } )?
+    ( LOOKAHEAD({laIdentifier(EXCLUDE) || laIdentifier(INCLUDE)}) <IDENTIFIER>
+    {
+      if (isToken(EXCLUDE)) {
+        excludeUnknown = true;
+      } else if (isToken(INCLUDE)) {
+        excludeUnknown = false;
+      } else {
+        throw createUnexpectedTokenError();
       }
-    )* <RIGHTPAREN> ( <TYPE> indexType = IndexType() )? ( <ENFORCED> { enforced = true; } )?
+    } <UNKNOWN> <KEY>
+    )?
+
+    ( <CAST><LEFTPAREN> castConfigDefaultNull = CastDefaultNull() <RIGHTPAREN>
+      {
+        castConfig = castConfigDefaultNull.first;
+        castDefaultNull = castConfigDefaultNull.second;
+      }
+    )?
   )
   {
-    stmt.setIndexName(new Identifier(indexName));
-    stmt.setIfNotExists(ifNotExists);
-    stmt.setDataverseName(nameComponents.first);
-    stmt.setDatasetName(nameComponents.second);
-    if (indexType != null) {
-      stmt.setIndexType(indexType.type);
-      stmt.setGramLength(indexType.gramLength);
+    IndexType indexType;
+    int gramLength;
+    if (indexParams != null) {
+      indexType = indexParams.type;
+      gramLength = indexParams.gramLength;
+      fullTextConfigName = indexParams.fullTextConfig;
+    } else {
+      indexType = hasUnnest ? IndexType.ARRAY : IndexType.BTREE;
+      gramLength = -1;
+      fullTextConfigName = null;
     }
-    stmt.setEnforced(enforced);
+    CreateIndexStatement stmt = new CreateIndexStatement(nameComponents.first, nameComponents.second,
+      new Identifier(indexName), indexType, indexedElementList, enforced, gramLength, fullTextConfigName, ifNotExists,
+      excludeUnknown, castDefaultNull, castConfig);
     return addSourceLocation(stmt, startStmtToken);
   }
 }
 
+CreateIndexStatement.IndexedElement IndexedElement(Token startElementToken) throws ParseException:
+{
+  Triple<Integer, List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>> element = null;
+  Pair<List<String>, IndexedTypeExpression> elementSimple = null;
+  int elementSimpleSource = 0;
+}
+{
+  (
+    element = IndexedElementUnnestSelect()
+    | (
+        LOOKAHEAD({ laIdentifier(META) && laToken(2, LEFTPAREN) && laToken(3, RIGHTPAREN) })
+        <IDENTIFIER> { expectToken(META); } <LEFTPAREN> <RIGHTPAREN>
+        <DOT> elementSimple = IndexedField()
+        { elementSimpleSource = 1; }
+      )
+    | elementSimple = IndexedField()
+    | <LEFTPAREN> ( element = IndexedElementUnnestSelect() | elementSimple = IndexedField() ) <RIGHTPAREN>
+  )
+  {
+    int source;
+    List<List<String>> unnestList;
+    List<Pair<List<String>, IndexedTypeExpression>> projectList;
+    if (elementSimple != null) {
+      source = elementSimpleSource;
+      unnestList = null;
+      projectList = Collections.singletonList(elementSimple);
+    } else {
+      source = element.first;
+      unnestList = element.second;
+      projectList = element.third;
+    }
+    CreateIndexStatement.IndexedElement ie = new CreateIndexStatement.IndexedElement(source, unnestList, projectList);
+    ie.setSourceLocation(getSourceLocation(startElementToken));
+    return ie;
+  }
+}
+
+Triple<Integer, List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>> IndexedElementUnnestSelect()
+  throws ParseException:
+{
+  int source = 0;
+  Pair<List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>> element = null;
+}
+{
+  <UNNEST>
+  (
+    (
+       LOOKAHEAD({ laIdentifier(META) && laToken(2, LEFTPAREN) && laToken(3, RIGHTPAREN) })
+       <IDENTIFIER> { expectToken(META); } <LEFTPAREN> <RIGHTPAREN>
+       <DOT> element = IndexedElementUnnestSelectBody() { source = 1; }
+    ) | element = IndexedElementUnnestSelectBody()
+  )
+  {
+    return new Triple<Integer, List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>>(
+      source, element.first, element.second
+    );
+  }
+}
+
+Pair<List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>> IndexedElementUnnestSelectBody()
+  throws ParseException:
+{
+  Triple<List<String>, Token, Token> path = null;
+  IndexedTypeExpression type = null;
+  List<List<String>> unnestList = new ArrayList();
+  List<Pair<List<String>, IndexedTypeExpression>> projectList = new ArrayList();
+}
+{
+  path = MultipartIdentifier() { unnestList.add(path.first); }
+  ( <UNNEST> path = MultipartIdentifier() { unnestList.add(path.first); })*
+  (
+    ( <COLON> type = IndexedTypeExpr(false)
+      {
+        projectList.add(new Pair<List<String>, IndexedTypeExpression>(null, type));
+      }
+    ) |
+    (
+      <SELECT> path = MultipartIdentifier() ( <COLON> type = IndexedTypeExpr(false) )?
+      {
+        projectList.add(new Pair<List<String>, IndexedTypeExpression>(path.first, type));
+      }
+      ( <COMMA> path = MultipartIdentifier() ( <COLON> type = IndexedTypeExpr(false) )?
+        {
+          projectList.add(new Pair<List<String>, IndexedTypeExpression>(path.first, type));
+        }
+      )*
+    )
+  )?
+  {
+    if (projectList.isEmpty()) {
+      // To support the case (<UNNEST> IDENTIFIER)* IDENTIFIER w/o any type specification.
+      projectList.add(new Pair<List<String>, IndexedTypeExpression>(null, null));
+    }
+
+    return new Pair<List<List<String>>, List<Pair<List<String>, IndexedTypeExpression>>>(unnestList, projectList);
+  }
+}
+
+Pair<List<String>, IndexedTypeExpression> IndexedField() throws ParseException:
+{
+  Triple<List<String>, Token, Token> path = null;
+  IndexedTypeExpression type = null;
+}
+{
+  path = MultipartIdentifier() ( <COLON> type = IndexedTypeExpr(true) )?
+  {
+    return new Pair<List<String>, IndexedTypeExpression>(path.first, type);
+  }
+}
+
 CreateIndexStatement PrimaryIndexSpecification(Token startStmtToken) throws ParseException:
 {
-  CreateIndexStatement stmt = new CreateIndexStatement();
+  Pair<DataverseName,Identifier> nameComponents = null;
   String indexName = null;
   boolean ifNotExists = false;
-  Pair<DataverseName,Identifier> nameComponents = null;
 }
 {
   (indexName = Identifier())? ifNotExists = IfNotExists()
@@ -1140,10 +1380,9 @@
     if (indexName == null) {
       indexName = "primary_idx_" + nameComponents.second;
     }
-    stmt.setIndexName(new Identifier(indexName));
-    stmt.setIfNotExists(ifNotExists);
-    stmt.setDataverseName(nameComponents.first);
-    stmt.setDatasetName(nameComponents.second);
+    CreateIndexStatement stmt = new CreateIndexStatement(nameComponents.first, nameComponents.second,
+      new Identifier(indexName), IndexType.BTREE, Collections.emptyList(), false, -1, null, ifNotExists, null, null,
+      Collections.emptyMap());
     return addSourceLocation(stmt, startStmtToken);
   }
 }
@@ -1163,6 +1402,7 @@
 {
   IndexType type = null;
   int gramLength = 0;
+  String fullTextConfig = null;
 }
 {
   (<BTREE>
@@ -1177,10 +1417,18 @@
     {
       type = IndexType.LENGTH_PARTITIONED_WORD_INVIX;
     }
-  |<FULLTEXT>
+  | <FULLTEXT>
     {
       type = IndexType.SINGLE_PARTITION_WORD_INVIX;
     }
+    // For now we don't allow inverted index creation using a full-text config in another data verse.
+    // We may want to support corss-dataverse full-text config access later
+    // If so, replace the Identifier() with QualifiedName() to get the dataverse name
+    ( <USING> Identifier()
+      {
+        fullTextConfig = token.image;
+      }
+    )?
   | <NGRAM> <LEFTPAREN> <INTEGER_LITERAL>
     {
       type = IndexType.LENGTH_PARTITIONED_NGRAM_INVIX;
@@ -1188,7 +1436,7 @@
     }
   <RIGHTPAREN>)
     {
-      return new IndexParams(type, gramLength);
+      return new IndexParams(type, gramLength, fullTextConfig);
     }
 }
 
@@ -1246,6 +1494,132 @@
   }
 }
 
+CreateViewStatement CreateViewStatement(Token startStmtToken, boolean orReplace) throws ParseException:
+{
+  CreateViewStatement stmt = null;
+}
+{
+  <VIEW> stmt = ViewSpecification(startStmtToken, orReplace)
+  {
+    return stmt;
+  }
+}
+
+CreateViewStatement ViewSpecification(Token startStmtToken, boolean orReplace) throws ParseException:
+{
+  Pair<DataverseName, Identifier> nameComponents = null;
+  TypeExpression typeExpr = null;
+  boolean ifNotExists = false;
+  Token beginPos = null, endPos = null;
+  Expression viewBodyExpr = null;
+  Pair<Map<String, String>, Boolean> viewConfigDefaultNull;
+  Boolean defaultNull = null;
+  Map<String, String> viewConfig = null;
+  Pair<List<Integer>, List<List<String>>> primaryKeyFields = null;
+  Pair<List<Integer>, List<List<String>>> foreignKeyFields = null;
+  Pair<DataverseName, Identifier> refNameComponents = null;
+  List<CreateViewStatement.ForeignKeyDecl> foreignKeyDecls = null;
+  DataverseName currentDataverse = defaultDataverse;
+}
+{
+  nameComponents = QualifiedName()
+  (
+      (
+        typeExpr = DatasetTypeSpecification()
+        ifNotExists = IfNotExists()
+        viewConfigDefaultNull = CastDefaultNull()
+        {
+          viewConfig = viewConfigDefaultNull.first;
+          defaultNull = viewConfigDefaultNull.second;
+        }
+        (
+          <PRIMARY> <KEY> <LEFTPAREN> primaryKeyFields = PrimaryKeyFields() <RIGHTPAREN>
+          <NOT> <ENFORCED>
+        )?
+        (
+          <IDENTIFIER> { expectToken(FOREIGN); } <KEY> <LEFTPAREN> foreignKeyFields = PrimaryKeyFields() <RIGHTPAREN>
+          <IDENTIFIER> { expectToken(REFERENCES); } refNameComponents = QualifiedName()
+          <NOT> <ENFORCED>
+          {
+            if (foreignKeyDecls == null) {
+              foreignKeyDecls = new ArrayList<CreateViewStatement.ForeignKeyDecl>();
+            }
+            foreignKeyDecls.add(new CreateViewStatement.ForeignKeyDecl(foreignKeyFields.second,
+              foreignKeyFields.first, refNameComponents.first, refNameComponents.second));
+          }
+        )*
+      )
+      |
+      ( ifNotExists = IfNotExists() )
+  )
+  {
+    if (orReplace && ifNotExists) {
+      throw new SqlppParseException(getSourceLocation(startStmtToken), "Unexpected IF NOT EXISTS");
+    }
+  }
+  <AS>
+  {
+    beginPos = token;
+    createNewScope();
+    if (nameComponents.first != null) {
+      defaultDataverse = nameComponents.first;
+    }
+  }
+  viewBodyExpr = ViewBody()
+  {
+    endPos = token;
+    String viewBody = extractFragment(beginPos.beginLine, beginPos.beginColumn + 1, endPos.endLine,
+      endPos.endColumn + 1);
+    removeCurrentScope();
+    defaultDataverse = currentDataverse;
+    if (typeExpr != null && primaryKeyFields != null) {
+      DatasetDeclParametersUtil.adjustInlineTypeDecl(typeExpr, primaryKeyFields.second, primaryKeyFields.first, false);
+    }
+    CreateViewStatement.KeyDecl primaryKeyDecl = primaryKeyFields != null ?
+      new CreateViewStatement.KeyDecl(primaryKeyFields.second, primaryKeyFields.first) : null;
+    CreateViewStatement stmt = new CreateViewStatement(nameComponents.first, nameComponents.second.getValue(),
+      typeExpr, viewBody, viewBodyExpr, defaultNull, viewConfig, primaryKeyDecl, foreignKeyDecls, orReplace,
+      ifNotExists);
+    return addSourceLocation(stmt, startStmtToken);
+  }
+}
+
+Expression ViewBody() throws ParseException:
+{
+  Expression viewBodyExpr = null;
+}
+{
+  (
+    ( viewBodyExpr = VariableRef() ( viewBodyExpr = FieldAccessor(viewBodyExpr) )* )
+    | viewBodyExpr = SelectExpression(true)
+  )
+  {
+    return viewBodyExpr;
+  }
+}
+
+Pair<Map<String, String>, Boolean> CastDefaultNull() throws ParseException:
+{
+  Map<String, String> castConfig = null;
+  Boolean defaultNull = null;
+  String propertyName = null, propertyValue = null;
+}
+{
+  <IDENTIFIER> { expectToken(DEFAULT); } <NULL> { defaultNull = true; }
+    (
+      LOOKAHEAD(2) <IDENTIFIER> { propertyName = token.image.toLowerCase(); } propertyValue = StringLiteral()
+      {
+        if (castConfig == null) {
+          castConfig = new HashMap<String, String>();
+        }
+        castConfig.put(propertyName, propertyValue);
+      }
+    )*
+  {
+    return new Pair<Map<String, String>, Boolean>(castConfig, defaultNull);
+  }
+}
+
 CreateFunctionStatement CreateFunctionStatement(Token startStmtToken, boolean orReplace) throws ParseException:
 {
   CreateFunctionStatement stmt = null;
@@ -1286,6 +1660,11 @@
     signature = new FunctionSignature(fctName.dataverse, fctName.function, arity);
   }
   ifNotExists = IfNotExists()
+  {
+    if (orReplace && ifNotExists) {
+      throw new SqlppParseException(getSourceLocation(token), "Unexpected IF NOT EXISTS");
+    }
+  }
   returnType = FunctionReturnType()
   (
     (
@@ -1322,9 +1701,6 @@
     )
   )
   {
-    if (orReplace && ifNotExists) {
-      throw new SqlppParseException(getSourceLocation(startStmtToken), "Unexpected IF NOT EXISTS");
-    }
     defaultDataverse = currentDataverse;
     return addSourceLocation(stmt, startStmtToken);
   }
@@ -1502,6 +1878,69 @@
   }
 }
 
+Statement CreateFullTextStatement(Token startStmtToken) throws ParseException:
+{
+  Statement stmt = null;
+}
+{
+  (
+    <FULLTEXT>
+    (
+      <FILTER> stmt = CreateFullTextFilterSpec(startStmtToken)
+      | (<IDENTIFIER> { expectToken(CONFIG); } stmt = CreateFullTextConfigSpec(startStmtToken))
+    )
+  )
+  {
+    return stmt;
+  }
+}
+
+CreateFullTextFilterStatement CreateFullTextFilterSpec(Token startStmtToken) throws ParseException:
+{
+  CreateFullTextFilterStatement stmt = null;
+  Pair<DataverseName,Identifier> nameComponents = null;
+  boolean ifNotExists = false;
+  RecordConstructor expr = null;
+}
+{
+  (
+    nameComponents = QualifiedName() ifNotExists = IfNotExists()
+    <AS>
+    expr = RecordConstructor()
+  )
+  {
+    try {
+      stmt = new CreateFullTextFilterStatement(nameComponents.first, nameComponents.second.getValue(), ifNotExists, expr);
+      return addSourceLocation(stmt, startStmtToken);
+    } catch (CompilationException e) {
+       throw new SqlppParseException(getSourceLocation(startStmtToken), e.getMessage());
+    }
+  }
+}
+
+CreateFullTextConfigStatement CreateFullTextConfigSpec(Token startStmtToken) throws ParseException:
+{
+  CreateFullTextConfigStatement stmt = null;
+  Pair<DataverseName,Identifier> nameComponents = null;
+  boolean ifNotExists = false;
+  RecordConstructor expr = null;
+}
+{
+  (
+    nameComponents = QualifiedName() ifNotExists = IfNotExists()
+    <AS>
+    expr = RecordConstructor()
+  )
+  {
+    try {
+      stmt = new CreateFullTextConfigStatement(nameComponents.first, nameComponents.second.getValue(), ifNotExists, expr);
+      return addSourceLocation(stmt, startStmtToken);
+    } catch (CompilationException e) {
+       throw new SqlppParseException(getSourceLocation(startStmtToken), e.getMessage());
+    }
+  }
+}
+
 CreateSynonymStatement CreateSynonymStatement(Token startStmtToken) throws ParseException:
 {
   CreateSynonymStatement stmt = null;
@@ -1614,12 +2053,23 @@
 
 Pair<List<Integer>, List<List<String>>> PrimaryKey() throws ParseException:
 {
+  Pair<List<Integer>, List<List<String>>> primaryKeyFields = null;
+}
+{
+  <PRIMARY> <KEY> primaryKeyFields = PrimaryKeyFields()
+  {
+    return primaryKeyFields;
+  }
+}
+
+Pair<List<Integer>, List<List<String>>> PrimaryKeyFields() throws ParseException:
+{
   Pair<Integer, List<String>> tmp = null;
   List<Integer> keyFieldSourceIndicators = new ArrayList<Integer>();
   List<List<String>> primaryKeyFields = new ArrayList<List<String>>();
 }
 {
-  <PRIMARY> <KEY> tmp = NestedField()
+  tmp = NestedField()
     {
       keyFieldSourceIndicators.add(tmp.first);
       primaryKeyFields.add(tmp.second);
@@ -1653,6 +2103,8 @@
     | stmt = DropFeedStatement(startToken)
     | stmt = DropFeedPolicyStatement(startToken)
     | stmt = DropSynonymStatement(startToken)
+    | stmt = DropFullTextStatement(startToken)
+    | stmt = DropViewStatement(startToken)
   )
   {
     return stmt;
@@ -1683,6 +2135,30 @@
   }
 }
 
+ViewDropStatement DropViewStatement(Token startStmtToken) throws ParseException:
+{
+  ViewDropStatement stmt = null;
+}
+{
+  <VIEW> stmt = DropViewSpecification(startStmtToken)
+  {
+    return stmt;
+  }
+}
+
+ViewDropStatement DropViewSpecification(Token startStmtToken) throws ParseException:
+{
+  Pair<DataverseName,Identifier> pairId = null;
+  boolean ifExists = false;
+}
+{
+  pairId = QualifiedName() ifExists = IfExists()
+  {
+    ViewDropStatement stmt = new ViewDropStatement(pairId.first, pairId.second, ifExists);
+    return addSourceLocation(stmt, startStmtToken);
+  }
+}
+
 IndexDropStatement DropIndexStatement(Token startStmtToken) throws ParseException:
 {
   IndexDropStatement stmt = null;
@@ -1707,6 +2183,50 @@
   }
 }
 
+Statement DropFullTextStatement(Token startStmtToken) throws ParseException:
+{
+  Statement stmt = null;
+}
+{
+  <FULLTEXT>
+  (
+    <FILTER> stmt = DropFullTextFilterSpec(startStmtToken)
+     | (<IDENTIFIER> { expectToken(CONFIG); } stmt = DropFullTextConfigSpec(startStmtToken))
+  )
+  {
+    return stmt;
+  }
+}
+
+FullTextFilterDropStatement DropFullTextFilterSpec(Token startStmtToken) throws ParseException:
+{
+  FullTextFilterDropStatement stmt = null;
+  Pair<DataverseName,Identifier> nameComponents = null;
+  boolean ifExists = false;
+}
+{
+  nameComponents = QualifiedName() ifExists = IfExists()
+  {
+    stmt = new FullTextFilterDropStatement(nameComponents.first, nameComponents.second.getValue(), ifExists);
+    return addSourceLocation(stmt, startStmtToken);
+  }
+}
+
+FullTextConfigDropStatement DropFullTextConfigSpec(Token startStmtToken) throws ParseException:
+{
+  FullTextConfigDropStatement stmt = null;
+  Pair<DataverseName,Identifier> nameComponents = null;
+  boolean ifExists = false;
+}
+{
+  nameComponents = QualifiedName() ifExists = IfExists()
+  {
+    stmt = new FullTextConfigDropStatement(nameComponents.first, nameComponents.second.getValue(), ifExists);
+    return addSourceLocation(stmt, startStmtToken);
+  }
+}
+
+
 NodeGroupDropStatement DropNodeGroupStatement(Token startStmtToken) throws ParseException:
 {
   NodeGroupDropStatement stmt = null;
@@ -2306,14 +2826,21 @@
     }
 }
 
-IndexedTypeExpression IndexedTypeExpr() throws ParseException:
+IndexedTypeExpression IndexedTypeExpr(boolean allowQues) throws ParseException:
 {
   TypeExpression typeExpr = null;
-  boolean isUnknownable = false;
+  boolean isUnknownable = !allowQues;
 }
 {
   typeExpr = TypeExpr(false)
-  ( <QUES> { isUnknownable = true; } )?
+  ( <QUES>
+    {
+      if (!allowQues) {
+        throw new SqlppParseException(getSourceLocation(token), "'?' quantifier is illegal for the type expression.");
+      }
+      isUnknownable = true;
+    }
+  )?
   {
     return new IndexedTypeExpression(typeExpr, isUnknownable);
   }
@@ -2467,8 +2994,8 @@
   // Note: there's a copy of this production in PrimaryExpr() (LOOKAHEAD for FunctionCallExpr())
   //       that copy must be kept in sync with this code
   prefix = MultipartIdentifierWithHints(
-    SqlppHint.INDEXED_NESTED_LOOP_JOIN_HINT, SqlppHint.RANGE_HINT,
-    SqlppHint.SKIP_SECONDARY_INDEX_SEARCH_HINT, SqlppHint.USE_SECONDARY_INDEX_SEARCH_HINT
+    SqlppHint.INDEXED_NESTED_LOOP_JOIN_HINT, SqlppHint.RANGE_HINT, SqlppHint.SKIP_SECONDARY_INDEX_SEARCH_HINT,
+    SqlppHint.SPATIAL_JOIN_HINT, SqlppHint.USE_SECONDARY_INDEX_SEARCH_HINT
   )
   (<SHARP> suffix = Identifier())?
   {
@@ -2547,6 +3074,49 @@
   }
 }
 
+List<Literal> ParenthesizedLiteralList() throws ParseException:
+{
+  List<Literal> list = new ArrayList<Literal>();
+  boolean minus = false;
+  Expression litExpr = null;
+  Literal lit = null;
+}
+{
+  <LEFTPAREN>
+  (<MINUS> { minus = true; })? litExpr = Literal()
+  {
+    lit = ((LiteralExpr) litExpr).getValue();
+    if (minus)
+    {
+      try {
+        lit = ExpressionUtils.reverseSign(lit);
+      } catch (TypeMismatchException e) {
+        throw new SqlppParseException(getSourceLocation(token), e.getMessage());
+      }
+      minus = false;
+    }
+    list.add(lit);
+  }
+  ( <COMMA> (<MINUS> { minus = true; })? litExpr = Literal()
+  {
+    lit = ((LiteralExpr) litExpr).getValue();
+    if (minus)
+    {
+      try {
+        lit = ExpressionUtils.reverseSign(lit);
+      } catch (TypeMismatchException e) {
+        throw new SqlppParseException(getSourceLocation(token), e.getMessage());
+      }
+      minus = false;
+    }
+    list.add(lit);
+  } )*
+  <RIGHTPAREN>
+  {
+    return list;
+  }
+}
+
 Pair<Integer, Pair<List<String>, IndexedTypeExpression>> OpenField() throws ParseException:
 {
   IndexedTypeExpression fieldType = null;
@@ -2554,7 +3124,7 @@
 }
 {
   fieldList = NestedField()
-  ( <COLON> fieldType = IndexedTypeExpr() )?
+  ( <COLON> fieldType = IndexedTypeExpr(true) )?
   {
     return new Pair<Integer, Pair<List<String>, IndexedTypeExpression>>
             (fieldList.first, new Pair<List<String>, IndexedTypeExpression>(fieldList.second, fieldType));
@@ -2624,12 +3194,48 @@
 
 String StringLiteral() throws ParseException:
 {
+  StringBuilder str = null;
+  char quote = 0;
+  boolean ext = false;
+  Token litToken = null;
+  String lit = null;
 }
 {
-  <STRING_LITERAL>
+  ( <STRING_LITERAL>
     {
-      return removeQuotesAndEscapes(token.image);
+      String quoted = token.image;
+      char q = quoted.charAt(0);
+      boolean e = q == 'E';
+      if (e) {
+        q = quoted.charAt(1);
+        quoted = quoted.substring(1);
+      }
+      if (lit == null) {
+        quote = q;
+        ext = e;
+      } else {
+        boolean isAdjacent = litToken.endLine == token.beginLine && litToken.endColumn + 1 == token.beginColumn;
+        if (!isAdjacent || ext || e || (q != quote)) {
+          throw new SqlppParseException(getSourceLocation(token), "Invalid string literal");
+        }
+        if (str == null) {
+          str = new StringBuilder();
+        }
+        str.append(lit);
+        str.append(quote);
+      }
+      lit = removeQuotesAndEscapes(quoted);
+      litToken = token;
     }
+  )+
+  {
+    if (str == null) {
+      return lit;
+    } else {
+      str.append(lit);
+      return str.toString();
+    }
+  }
 }
 
 Triple<List<String>, Token, Token> MultipartIdentifier() throws ParseException:
@@ -2872,6 +3478,7 @@
 {
   boolean not = false;
   OperatorExpr op = null;
+  Token opToken = null;
   Expression operand = null;
   IExpressionAnnotation annotation = null;
 }
@@ -2879,8 +3486,12 @@
     operand = BetweenExpr()
 
     (
-      LOOKAHEAD(2)( <LT> | <GT> | <LE> | <GE> | <EQ> | <NE> | <LG> |<SIMILAR> | (<NOT> { not = true; })? <IN>)
+      LOOKAHEAD(3)( <LT> | <GT> | <LE> | <GE> | <EQ> | <NE> | <LG> |<SIMILAR> | (<NOT> { not = true; })? <IN> |
+                    <IS> (<NOT> { not = true; })? <DISTINCT> { opToken = token; } <FROM> )
         {
+          if (opToken == null) {
+            opToken = token;
+          }
           Token hintToken = fetchHint(token,
             SqlppHint.HASH_BROADCAST_JOIN_HINT, SqlppHint.INDEXED_NESTED_LOOP_JOIN_HINT,
             SqlppHint.SKIP_SECONDARY_INDEX_SEARCH_HINT, SqlppHint.USE_SECONDARY_INDEX_SEARCH_HINT
@@ -2888,7 +3499,7 @@
           if (hintToken != null) {
             annotation = parseExpressionAnnotation(hintToken);
           }
-          String operator = token.image.toLowerCase();
+          String operator = opToken.image.toLowerCase();
           if (operator.equals("<>")){
               operator = "!=";
           }
@@ -2990,7 +3601,9 @@
 }
 {
     operand = LikeExpr()
-    ( <IS>
+    (
+      LOOKAHEAD(3)
+      <IS>
         (<NOT> { not = true; notToken = token; })?
         (
             <NULL> { fn = BuiltinFunctions.IS_NULL; } |
@@ -3626,6 +4239,7 @@
 WindowExpression WindowExpr(FunctionSignature signature, List<Expression> argList, Expression aggFilterExpr)
   throws ParseException:
 {
+  WindowExpression windowExpr = null;
   Boolean fromLast = null, ignoreNulls = null;
 }
 {
@@ -3663,9 +4277,9 @@
       }
     }
   )?
-  <OVER>
+  <OVER> windowExpr = OverClause(signature, argList, aggFilterExpr, token, fromLast, ignoreNulls)
   {
-    return OverClause(signature, argList, aggFilterExpr, token, fromLast, ignoreNulls);
+    return windowExpr;
   }
 }
 
@@ -3677,6 +4291,7 @@
   OrderbyClause orderByClause = null;
   List<Expression> orderbyList = null;
   List<OrderbyClause.OrderModifier> orderbyModifierList = null;
+  List<OrderbyClause.NullOrderModifier> orderbyNullModifierList = null;
   WindowExpression.FrameMode frameMode = null;
   Pair<WindowExpression.FrameBoundaryKind, Expression> frameStart = null, frameEnd = null;
   WindowExpression.FrameBoundaryKind frameStartKind = null, frameEndKind = null;
@@ -3705,6 +4320,7 @@
     {
       orderbyList = orderByClause.getOrderbyList();
       orderbyModifierList = orderByClause.getModifierList();
+      orderbyNullModifierList = orderByClause.getNullModifierList();
     }
     (
       frameMode = WindowFrameMode()
@@ -3731,8 +4347,8 @@
   <RIGHTPAREN>
   {
     WindowExpression winExpr = new WindowExpression(signature, argList, aggFilterExpr, partitionExprs, orderbyList,
-      orderbyModifierList, frameMode, frameStartKind, frameStartExpr, frameEndKind, frameEndExpr, frameExclusionKind,
-      windowVar, windowFieldList, ignoreNulls, fromLast);
+      orderbyModifierList, orderbyNullModifierList, frameMode, frameStartKind, frameStartExpr, frameEndKind,
+      frameEndExpr, frameExclusionKind, windowVar, windowFieldList, ignoreNulls, fromLast);
     return addSourceLocation(winExpr, startToken);
   }
 }
@@ -3829,17 +4445,35 @@
 
 Expression ParenthesizedExpression() throws ParseException:
 {
-  Expression expr;
+  Token startToken = null;
+  Expression expr = null, expr2 = null;
+  List<Expression> exprList = null;
 }
 {
     (
     LOOKAHEAD(2)
-    <LEFTPAREN> expr = Expression() <RIGHTPAREN>
+    <LEFTPAREN> { startToken = token; } expr = Expression()
+    (
+      <COMMA> expr2 = Expression()
+      {
+        if (exprList == null) {
+          exprList = new ArrayList<Expression>();
+          exprList.add(expr);
+        }
+        exprList.add(expr2);
+      }
+    )*
+    <RIGHTPAREN>
     |
     expr = Subquery()
     )
     {
-      return expr;
+      if (exprList != null) {
+        ListConstructor listExpr = new ListConstructor(ListConstructor.Type.ORDERED_LIST_CONSTRUCTOR, exprList);
+        return addSourceLocation(listExpr, startToken);
+      } else {
+        return expr;
+      }
     }
 }
 
@@ -4053,7 +4687,7 @@
   {
     SourceLocation sourceLoc = getSourceLocation(startToken);
     if (selectRegular == null && selectElement == null){
-        Projection projection = new Projection(null, null, true, false);
+        Projection projection = new Projection(Projection.Kind.STAR, null, null);
         projection.setSourceLocation(sourceLoc);
         List<Projection> projections = new ArrayList<Projection>();
         projections.add(projection);
@@ -4110,15 +4744,17 @@
   Expression expr = null;
   Identifier identifier = null;
   String name = null;
+  Projection.Kind kind = null;
   boolean star = false;
   boolean varStar = false;
 }
 {
   (
-    <MUL> { star = true; startSrcLoc = getSourceLocation(token); }
-    | LOOKAHEAD(3) expr = VariableRef() <DOT> <MUL> { varStar = true; }
+    <MUL> { kind = Projection.Kind.STAR; startSrcLoc = getSourceLocation(token); }
+    | LOOKAHEAD(3) expr = VariableRef() <DOT> <MUL> { kind = Projection.Kind.VAR_STAR; }
     | expr = Expression() ((<AS>)? name = Identifier())?
       {
+        kind = Projection.Kind.NAMED_EXPR;
         if (name == null) {
           String generatedColumnIdentifier = ExpressionToVariableUtil.getGeneratedIdentifier(expr, false);
           if (generatedColumnIdentifier != null) {
@@ -4128,7 +4764,7 @@
       }
   )
   {
-    Projection projection = new Projection(expr, name, star, varStar);
+    Projection projection = new Projection(kind, expr, name);
     projection.setSourceLocation(expr != null ? expr.getSourceLocation() : startSrcLoc);
     return projection;
   }
@@ -4168,6 +4804,7 @@
       | ( <INNER> correlateClause = JoinOrUnnestClause(JoinType.INNER, UnnestType.INNER) )
       | ( <LEFT> ( <OUTER> )? correlateClause = JoinOrUnnestClause(JoinType.LEFTOUTER, UnnestType.LEFTOUTER) )
       | ( <RIGHT> ( <OUTER> )? correlateClause = JoinClause(JoinType.RIGHTOUTER) )
+      | ( <CROSS> correlateClause = CrossJoinClause() )
      )
      {
         correlateClauses.add(correlateClause);
@@ -4197,19 +4834,46 @@
 JoinClause JoinClause(JoinType joinType) throws ParseException :
 {
     Token startToken = null;
-    Expression rightExpr = null;
-    VariableExpr rightVar = null;
-    VariableExpr posVar = null;
+    Triple<Expression, VariableExpr, VariableExpr> rightInput = null;
     Expression conditionExpr = null;
 }
 {
-  <JOIN> { startToken = token; } rightExpr = Expression() ((<AS>)? rightVar = Variable())? (<AT> posVar = Variable())? <ON> conditionExpr = Expression()
+  <JOIN> { startToken = token; } rightInput = JoinClauseRightInput() <ON> conditionExpr = Expression()
+  {
+    JoinClause joinClause = new JoinClause(joinType, rightInput.first, rightInput.second, rightInput.third,
+      conditionExpr, joinType == JoinType.INNER ? null : Literal.Type.MISSING);
+    return addSourceLocation(joinClause, startToken);
+  }
+}
+
+JoinClause CrossJoinClause() throws ParseException :
+{
+    Token startToken = null;
+    Triple<Expression, VariableExpr, VariableExpr> rightInput = null;
+    Expression conditionExpr = null;
+}
+{
+  <JOIN> { startToken = token; } rightInput = JoinClauseRightInput()
+  {
+    JoinClause joinClause = new JoinClause(JoinType.INNER, rightInput.first, rightInput.second, rightInput.third,
+      new LiteralExpr(TrueLiteral.INSTANCE), null);
+    return addSourceLocation(joinClause, startToken);
+  }
+}
+
+Triple<Expression, VariableExpr, VariableExpr> JoinClauseRightInput() throws ParseException :
+{
+    Expression rightExpr = null;
+    VariableExpr rightVar = null;
+    VariableExpr posVar = null;
+}
+{
+  rightExpr = Expression() ((<AS>)? rightVar = Variable())? (<AT> posVar = Variable())?
   {
     if (rightVar == null) {
       rightVar = ExpressionToVariableUtil.getGeneratedVariable(rightExpr, true);
     }
-    JoinClause joinClause = new JoinClause(joinType, rightExpr, rightVar, posVar, conditionExpr);
-    return addSourceLocation(joinClause, startToken);
+    return new Triple<Expression, VariableExpr, VariableExpr>(rightExpr, rightVar, posVar);
   }
 }
 
@@ -4226,7 +4890,8 @@
     if (rightVar == null) {
       rightVar = ExpressionToVariableUtil.getGeneratedVariable(rightExpr, true);
     }
-    UnnestClause unnestClause = new UnnestClause(unnestType, rightExpr, rightVar, posVar);
+    UnnestClause unnestClause = new UnnestClause(unnestType, rightExpr, rightVar, posVar,
+      unnestType == UnnestType.INNER ? null : Literal.Type.MISSING);
     return addSourceLocation(unnestClause, startToken);
   }
 }
@@ -4264,65 +4929,89 @@
 {
     Token startToken = null;
     OrderbyClause oc = new OrderbyClause();
-    Expression orderbyExpr;
+    Triple<Expression, OrderbyClause.OrderModifier, OrderbyClause.NullOrderModifier> orderbyExpr = null;
     List<Expression> orderbyList = new ArrayList<Expression>();
     List<OrderbyClause.OrderModifier> modifierList = new ArrayList<OrderbyClause.OrderModifier>();
-    int numOfOrderby = 0;
+    List<OrderbyClause.NullOrderModifier> nullModifierList = new ArrayList<OrderbyClause.NullOrderModifier>();
 }
 {
-    <ORDER>
-      {
-        startToken = token;
-        Token hintToken = fetchHint(token, SqlppHint.INMEMORY_HINT, SqlppHint.RANGE_HINT);
-        if (hintToken != null) {
-          switch (hintToken.hint) {
-            case INMEMORY_HINT:
-              String[] splits = hintToken.hintParams.split("\\s+");
-              int numFrames = Integer.parseInt(splits[0]);
-              int numTuples = Integer.parseInt(splits[1]);
-              oc.setNumFrames(numFrames);
-              oc.setNumTuples(numTuples);
-              break;
-            case RANGE_HINT:
-              try {
-                Expression rangeExpr = parseExpression(hintToken.hintParams);
-                RangeMap rangeMap = RangeMapBuilder.parseHint(rangeExpr);
-                oc.setRangeMap(rangeMap);
-              } catch (CompilationException e) {
-                throw new SqlppParseException(getSourceLocation(hintToken), e.getMessage());
-              }
-              break;
+  <ORDER>
+  {
+    startToken = token;
+    Token hintToken = fetchHint(token, SqlppHint.INMEMORY_HINT, SqlppHint.RANGE_HINT);
+    if (hintToken != null) {
+      switch (hintToken.hint) {
+        case INMEMORY_HINT:
+          String[] splits = hintToken.hintParams.split("\\s+");
+          int numFrames = Integer.parseInt(splits[0]);
+          int numTuples = Integer.parseInt(splits[1]);
+          oc.setNumFrames(numFrames);
+          oc.setNumTuples(numTuples);
+          break;
+        case RANGE_HINT:
+          try {
+            Expression rangeExpr = parseExpression(hintToken.hintParams);
+            RangeMap rangeMap = RangeMapBuilder.parseHint(rangeExpr);
+            oc.setRangeMap(rangeMap);
+          } catch (CompilationException e) {
+            throw new SqlppParseException(getSourceLocation(hintToken), e.getMessage());
           }
-        }
+          break;
       }
-    <BY> orderbyExpr = Expression()
-    {
-      orderbyList.add(orderbyExpr);
-      OrderbyClause.OrderModifier modif = OrderbyClause.OrderModifier.ASC;
     }
-    ( (<ASC> { modif = OrderbyClause.OrderModifier.ASC; })
-    | (<DESC> { modif = OrderbyClause.OrderModifier.DESC; }))?
+  }
+  <BY> orderbyExpr = OrderByExpression()
+  {
+    orderbyList.add(orderbyExpr.first);
+    modifierList.add(orderbyExpr.second);
+    nullModifierList.add(orderbyExpr.third);
+  }
+  (
+    LOOKAHEAD(2) <COMMA> orderbyExpr = OrderByExpression()
     {
-      modifierList.add(modif);
+      orderbyList.add(orderbyExpr.first);
+      modifierList.add(orderbyExpr.second);
+      nullModifierList.add(orderbyExpr.third);
     }
+  )*
+  {
+    oc.setOrderbyList(orderbyList);
+    oc.setModifierList(modifierList);
+    oc.setNullModifierList(nullModifierList);
+    return addSourceLocation(oc, startToken);
+  }
+}
 
-    (LOOKAHEAD(2) <COMMA> orderbyExpr = Expression()
+Triple<Expression, OrderbyClause.OrderModifier, OrderbyClause.NullOrderModifier> OrderByExpression()
+  throws ParseException:
+{
+  Expression orderbyExpr = null;
+  OrderbyClause.OrderModifier modif = OrderbyClause.OrderModifier.ASC;
+  OrderbyClause.NullOrderModifier nullModif = null;
+}
+{
+  orderbyExpr = Expression()
+  (
+    <ASC> { modif = OrderbyClause.OrderModifier.ASC; }
+    |
+    <DESC> { modif = OrderbyClause.OrderModifier.DESC; }
+  )?
+  (
+    LOOKAHEAD({ laIdentifier(NULLS) }) <IDENTIFIER> { expectToken(NULLS); } <IDENTIFIER>
     {
-      orderbyList.add(orderbyExpr);
-      modif = OrderbyClause.OrderModifier.ASC;
+      if (isToken(FIRST)) {
+        nullModif = OrderbyClause.NullOrderModifier.FIRST;
+      } else if (isToken(LAST)) {
+        nullModif = OrderbyClause.NullOrderModifier.LAST;
+      } else {
+        throw createUnexpectedTokenError();
+      }
     }
-    ( (<ASC> { modif = OrderbyClause.OrderModifier.ASC; })
-    | (<DESC> { modif = OrderbyClause.OrderModifier.DESC; }))?
-    {
-      modifierList.add(modif);
-    }
-    )*
-
-    {
-      oc.setModifierList(modifierList);
-      oc.setOrderbyList(orderbyList);
-      return addSourceLocation(oc, startToken);
-    }
+  )?
+  {
+    return new Triple<Expression, OrderbyClause.OrderModifier, OrderbyClause.NullOrderModifier>(orderbyExpr, modif,
+      nullModif);
+  }
 }
 
 GroupbyClause GroupbyClause()throws ParseException :
@@ -4536,8 +5225,10 @@
     createNewScope();
   }
 
-   ( ((<ANY>|<SOME>) { startToken = token; qc.setQuantifier(QuantifiedExpression.Quantifier.SOME); })
-     | (<EVERY> {  startToken = token; qc.setQuantifier(QuantifiedExpression.Quantifier.EVERY); }))
+     ( LOOKAHEAD(2)
+       (<ANY>|<SOME>)<AND><EVERY> { startToken = token; qc.setQuantifier(QuantifiedExpression.Quantifier.SOME_AND_EVERY); }
+       | (<ANY>|<SOME>) { startToken = token; qc.setQuantifier(QuantifiedExpression.Quantifier.SOME); }
+       | <EVERY> {  startToken = token; qc.setQuantifier(QuantifiedExpression.Quantifier.EVERY); } )
     var = Variable() <IN> inExpr = Expression()
     {
       pair = new QuantifiedPair(var, inExpr);
@@ -4638,8 +5329,10 @@
   | <BTREE : "btree">
   | <BY : "by">
   | <CASE : "case">
+  | <CAST : "cast">
   | <CLOSED : "closed">
   | <CREATE : "create">
+  | <CROSS : "cross">
   | <COMPACTION : "compaction"> // no longer used
   | <COMPACT : "compact">
   | <CONNECT : "connect">
@@ -4743,6 +5436,7 @@
   | <USING : "using">
   | <VALUE : "value">
   | <VALUED : "valued">
+  | <VIEW : "view">
   | <WHEN : "when">
   | <WHERE : "where">
   | <WITH : "with">
@@ -4853,7 +5547,7 @@
         | <EscapeCr>
         | <EscapeTab>
         | ~["`","\\"])* "`">
-  | <STRING_LITERAL : ("\"" (
+  | <STRING_LITERAL : ( ("E")? "\"" (
           <EscapeQuot>
         | <EscapeBslash>
         | <EscapeSlash>
@@ -4863,7 +5557,7 @@
         | <EscapeCr>
         | <EscapeTab>
         | ~["\"","\\"])* "\"")
-      | ("\'"(
+      | ( ("E")? "\'" (
           <EscapeApos>
         | <EscapeBslash>
         | <EscapeSlash>
diff --git a/asterixdb/asterix-lang-sqlpp/src/test/java/org/apache/asterix/lang/sqlpp/parser/ParserTest.java b/asterixdb/asterix-lang-sqlpp/src/test/java/org/apache/asterix/lang/sqlpp/parser/ParserTest.java
index 5b7ef16..8413c38 100644
--- a/asterixdb/asterix-lang-sqlpp/src/test/java/org/apache/asterix/lang/sqlpp/parser/ParserTest.java
+++ b/asterixdb/asterix-lang-sqlpp/src/test/java/org/apache/asterix/lang/sqlpp/parser/ParserTest.java
@@ -19,8 +19,12 @@
 package org.apache.asterix.lang.sqlpp.parser;
 
 import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.lang.common.base.Expression;
 import org.apache.asterix.lang.common.base.IParser;
 import org.apache.asterix.lang.common.base.IParserFactory;
+import org.apache.asterix.lang.common.base.Literal;
+import org.apache.asterix.lang.common.expression.LiteralExpr;
+import org.junit.Assert;
 import org.junit.Test;
 
 public class ParserTest {
@@ -105,4 +109,87 @@
         parser = factory.createParser(query);
         parser.parse();
     }
+
+    @Test
+    public void testStringLiterals() {
+        // test different quote combinations
+        String v1 = "a1";
+        String[] prefixes = new String[] { "", "E" };
+        String[] quotes = new String[] { "'", "\"" };
+
+        IParserFactory factory = new SqlppParserFactory();
+        StringBuilder qb = new StringBuilder();
+
+        for (String p : prefixes) {
+            for (String q1 : quotes) {
+                for (String q2 : quotes) {
+                    qb.setLength(0);
+                    qb.append(p).append(q1).append(v1).append(q2).append(';');
+
+                    boolean expectSuccess = q1.equals(q2);
+                    String expectedValue = expectSuccess ? v1 : "Lexical error";
+                    testParseStringLiteral(qb.toString(), expectSuccess, expectedValue, factory);
+                }
+            }
+        }
+    }
+
+    @Test
+    public void testStringLiteralsMulti() {
+        // test different quote combinations
+        String v1 = "a1", v2 = "b2", v3 = "c3";
+        String[] prefixesStart = new String[] { "", "E" };
+        String[] prefixesRest = new String[] { "", "E", " ", "\n" };
+        String[] quotes = new String[] { "'", "\"" };
+
+        IParserFactory factory = new SqlppParserFactory();
+        StringBuilder qb = new StringBuilder();
+        for (String p1 : prefixesStart) {
+            for (String q1 : quotes) {
+                for (String p2 : prefixesRest) {
+                    for (String q2 : quotes) {
+                        for (String p3 : prefixesRest) {
+                            for (String q3 : quotes) {
+                                qb.setLength(0);
+                                qb.append(p1).append(q1).append(v1).append(q1);
+                                qb.append(p2).append(q2).append(v2).append(q2);
+                                qb.append(p3).append(q3).append(v3).append(q3);
+                                qb.append(';');
+
+                                boolean expectSuccess =
+                                        p1.isEmpty() && p2.isEmpty() && p3.isEmpty() && q1.equals(q2) && q1.equals(q3);
+                                String expectedValue =
+                                        expectSuccess ? v1 + q1 + v2 + q1 + v3 : "Invalid string literal";
+                                testParseStringLiteral(qb.toString(), expectSuccess, expectedValue, factory);
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    private void testParseStringLiteral(String query, boolean expectSuccess, String expectedValueOrError,
+            IParserFactory factory) {
+        try {
+            IParser parser = factory.createParser(query);
+            Expression expr = parser.parseExpression();
+            if (!expectSuccess) {
+                Assert.fail("Unexpected parsing success for: " + query);
+            }
+            Assert.assertEquals(Expression.Kind.LITERAL_EXPRESSION, expr.getKind());
+            LiteralExpr litExpr = (LiteralExpr) expr;
+            Literal lit = litExpr.getValue();
+            Assert.assertEquals(Literal.Type.STRING, lit.getLiteralType());
+            String value = lit.getStringValue();
+            Assert.assertEquals(expectedValueOrError, value);
+        } catch (CompilationException e) {
+            if (expectSuccess) {
+                Assert.fail("Unexpected parsing failure for: " + query + " : " + e);
+            } else {
+                Assert.assertTrue(e.getMessage() + " does not contain: " + expectedValueOrError,
+                        e.getMessage().contains(expectedValueOrError));
+            }
+        }
+    }
 }
diff --git a/asterixdb/asterix-license/pom.xml b/asterixdb/asterix-license/pom.xml
index f59bb57..3a6f1c3 100644
--- a/asterixdb/asterix-license/pom.xml
+++ b/asterixdb/asterix-license/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
@@ -88,7 +88,6 @@
           </licenses>
           <templateProperties>
             <asterixAppResourcesPrefix>asterix-app/src/main/resources/</asterixAppResourcesPrefix>
-            <hivecompatPrefix>asterix-hivecompat/src/main/java/</hivecompatPrefix>
             <asterixDashboardResourcesPrefix>asterix-dashboard/src/main/resources/</asterixDashboardResourcesPrefix>
             <packageName />
           </templateProperties>
diff --git a/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/pom.xml b/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/pom.xml
index b5a4eb1..cd00397 100644
--- a/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/pom.xml
+++ b/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>asterix-maven-plugins</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-grammar-extension-maven-plugin</artifactId>
   <packaging>maven-plugin</packaging>
diff --git a/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/src/main/java/org/apache/asterix/extension/grammar/GrammarExtensionMojo.java b/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/src/main/java/org/apache/asterix/extension/grammar/GrammarExtensionMojo.java
index d47e9a6..19bfe1d 100644
--- a/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/src/main/java/org/apache/asterix/extension/grammar/GrammarExtensionMojo.java
+++ b/asterixdb/asterix-maven-plugins/asterix-grammar-extension-maven-plugin/src/main/java/org/apache/asterix/extension/grammar/GrammarExtensionMojo.java
@@ -459,7 +459,9 @@
                         prevCharEscape = chars[bufferPosn] == ExternalDataConstants.ESCAPE;
                     }
                 } else {
-                    if (chars[bufferPosn] == ExternalDataConstants.QUOTE) {
+                    if (chars[bufferPosn] == ExternalDataConstants.QUOTE && chars[bufferPosn] != start
+                            && chars[bufferPosn - 1] != '\'') {
+                        // If we see a quote that is not preceded by an apostrophe, then we are inside a string.
                         inString = true;
                     } else if (chars[bufferPosn] == start) {
                         depth += 1;
diff --git a/asterixdb/asterix-maven-plugins/asterix-test-datagenerator-maven-plugin/pom.xml b/asterixdb/asterix-maven-plugins/asterix-test-datagenerator-maven-plugin/pom.xml
index 4bc481d..88aaf2b 100644
--- a/asterixdb/asterix-maven-plugins/asterix-test-datagenerator-maven-plugin/pom.xml
+++ b/asterixdb/asterix-maven-plugins/asterix-test-datagenerator-maven-plugin/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <artifactId>asterix-maven-plugins</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/asterixdb/asterix-maven-plugins/lexer-generator-maven-plugin/pom.xml b/asterixdb/asterix-maven-plugins/lexer-generator-maven-plugin/pom.xml
index 40660a2..dccb9d7 100644
--- a/asterixdb/asterix-maven-plugins/lexer-generator-maven-plugin/pom.xml
+++ b/asterixdb/asterix-maven-plugins/lexer-generator-maven-plugin/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>asterix-maven-plugins</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <packaging>maven-plugin</packaging>
diff --git a/asterixdb/asterix-maven-plugins/pom.xml b/asterixdb/asterix-maven-plugins/pom.xml
index 466f105..fd15ac5 100644
--- a/asterixdb/asterix-maven-plugins/pom.xml
+++ b/asterixdb/asterix-maven-plugins/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/asterixdb/asterix-maven-plugins/record-manager-generator-maven-plugin/pom.xml b/asterixdb/asterix-maven-plugins/record-manager-generator-maven-plugin/pom.xml
index d13e5d3..ab1b13a 100644
--- a/asterixdb/asterix-maven-plugins/record-manager-generator-maven-plugin/pom.xml
+++ b/asterixdb/asterix-maven-plugins/record-manager-generator-maven-plugin/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>asterix-maven-plugins</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <packaging>maven-plugin</packaging>
diff --git a/asterixdb/asterix-metadata/pom.xml b/asterixdb/asterix-metadata/pom.xml
index 248d2e0..61507d1 100644
--- a/asterixdb/asterix-metadata/pom.xml
+++ b/asterixdb/asterix-metadata/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-metadata</artifactId>
   <properties>
@@ -71,12 +71,6 @@
       <groupId>org.apache.asterix</groupId>
       <artifactId>asterix-external-data</artifactId>
       <version>${project.version}</version>
-      <exclusions>
-        <exclusion>
-          <groupId>org.apache.hive</groupId>
-          <artifactId>hive-exec</artifactId>
-        </exclusion>
-      </exclusions>
     </dependency>
     <dependency>
       <groupId>org.apache.hyracks</groupId>
@@ -178,7 +172,11 @@
       <groupId>org.apache.hadoop</groupId>
       <artifactId>hadoop-hdfs-client</artifactId>
     </dependency>
-      <dependency>
+    <dependency>
+      <groupId>com.google.guava</groupId>
+      <artifactId>guava</artifactId>
+    </dependency>
+    <dependency>
       <groupId>org.apache.hyracks</groupId>
       <artifactId>hyracks-ipc</artifactId>
     </dependency>
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataCache.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataCache.java
index 116e55b..6602666 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataCache.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataCache.java
@@ -37,12 +37,15 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Library;
 import org.apache.asterix.metadata.entities.NodeGroup;
 import org.apache.asterix.metadata.entities.Synonym;
 import org.apache.asterix.metadata.utils.IndexUtil;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
 
 /**
  * Caches metadata entities such that the MetadataManager does not have to
@@ -79,6 +82,10 @@
     protected final Map<DataverseName, Map<String, FeedConnection>> feedConnections = new HashMap<>();
     // Key is synonym dataverse. Key of value map is the synonym name
     protected final Map<DataverseName, Map<String, Synonym>> synonyms = new HashMap<>();
+    // Key is DataverseName. Key of value map is the full-text filter name
+    protected final Map<DataverseName, Map<String, FullTextFilterMetadataEntity>> fullTextFilters = new HashMap<>();
+    // Key is DataverseName. Key of value map is the full-text config name
+    protected final Map<DataverseName, Map<String, FullTextConfigMetadataEntity>> fullTextConfigs = new HashMap<>();
 
     // Atomically executes all metadata operations in ctx's log.
     public void commit(MetadataTransactionContext ctx) {
@@ -113,20 +120,26 @@
                     synchronized (indexes) {
                         synchronized (datatypes) {
                             synchronized (functions) {
-                                synchronized (adapters) {
-                                    synchronized (libraries) {
-                                        synchronized (compactionPolicies) {
-                                            synchronized (synonyms) {
-                                                dataverses.clear();
-                                                nodeGroups.clear();
-                                                datasets.clear();
-                                                indexes.clear();
-                                                datatypes.clear();
-                                                functions.clear();
-                                                adapters.clear();
-                                                libraries.clear();
-                                                compactionPolicies.clear();
-                                                synonyms.clear();
+                                synchronized (fullTextConfigs) {
+                                    synchronized (fullTextFilters) {
+                                        synchronized (adapters) {
+                                            synchronized (libraries) {
+                                                synchronized (compactionPolicies) {
+                                                    synchronized (synonyms) {
+                                                        dataverses.clear();
+                                                        nodeGroups.clear();
+                                                        datasets.clear();
+                                                        indexes.clear();
+                                                        datatypes.clear();
+                                                        functions.clear();
+                                                        fullTextConfigs.clear();
+                                                        fullTextFilters.clear();
+                                                        adapters.clear();
+                                                        libraries.clear();
+                                                        compactionPolicies.clear();
+                                                        synonyms.clear();
+                                                    }
+                                                }
                                             }
                                         }
                                     }
@@ -237,30 +250,37 @@
                 synchronized (indexes) {
                     synchronized (datatypes) {
                         synchronized (functions) {
-                            synchronized (adapters) {
-                                synchronized (libraries) {
-                                    synchronized (feeds) {
-                                        synchronized (compactionPolicies) {
-                                            synchronized (synonyms) {
-                                                datasets.remove(dataverse.getDataverseName());
-                                                indexes.remove(dataverse.getDataverseName());
-                                                datatypes.remove(dataverse.getDataverseName());
-                                                adapters.remove(dataverse.getDataverseName());
-                                                compactionPolicies.remove(dataverse.getDataverseName());
-                                                List<FunctionSignature> markedFunctionsForRemoval = new ArrayList<>();
-                                                for (FunctionSignature signature : functions.keySet()) {
-                                                    if (signature.getDataverseName()
-                                                            .equals(dataverse.getDataverseName())) {
-                                                        markedFunctionsForRemoval.add(signature);
+                            synchronized (fullTextConfigs) {
+                                synchronized (fullTextFilters) {
+                                    synchronized (adapters) {
+                                        synchronized (libraries) {
+                                            synchronized (feeds) {
+                                                synchronized (compactionPolicies) {
+                                                    synchronized (synonyms) {
+                                                        datasets.remove(dataverse.getDataverseName());
+                                                        indexes.remove(dataverse.getDataverseName());
+                                                        datatypes.remove(dataverse.getDataverseName());
+                                                        adapters.remove(dataverse.getDataverseName());
+                                                        compactionPolicies.remove(dataverse.getDataverseName());
+                                                        List<FunctionSignature> markedFunctionsForRemoval =
+                                                                new ArrayList<>();
+                                                        for (FunctionSignature signature : functions.keySet()) {
+                                                            if (signature.getDataverseName()
+                                                                    .equals(dataverse.getDataverseName())) {
+                                                                markedFunctionsForRemoval.add(signature);
+                                                            }
+                                                        }
+                                                        for (FunctionSignature signature : markedFunctionsForRemoval) {
+                                                            functions.remove(signature);
+                                                        }
+                                                        fullTextConfigs.remove(dataverse.getDataverseName());
+                                                        fullTextFilters.remove(dataverse.getDataverseName());
+                                                        libraries.remove(dataverse.getDataverseName());
+                                                        feeds.remove(dataverse.getDataverseName());
+                                                        synonyms.remove(dataverse.getDataverseName());
+                                                        return dataverses.remove(dataverse.getDataverseName());
                                                     }
                                                 }
-                                                for (FunctionSignature signature : markedFunctionsForRemoval) {
-                                                    functions.remove(signature);
-                                                }
-                                                libraries.remove(dataverse.getDataverseName());
-                                                feeds.remove(dataverse.getDataverseName());
-                                                synonyms.remove(dataverse.getDataverseName());
-                                                return dataverses.remove(dataverse.getDataverseName());
                                             }
                                         }
                                     }
@@ -376,6 +396,26 @@
         }
     }
 
+    public FullTextConfigMetadataEntity getFullTextConfig(DataverseName dataverseName, String configName) {
+        synchronized (fullTextConfigs) {
+            Map<String, FullTextConfigMetadataEntity> m = fullTextConfigs.get(dataverseName);
+            if (m == null) {
+                return null;
+            }
+            return m.get(configName);
+        }
+    }
+
+    public FullTextFilterMetadataEntity getFullTextFilter(DataverseName dataverseName, String filterName) {
+        synchronized (fullTextFilters) {
+            Map<String, FullTextFilterMetadataEntity> m = fullTextFilters.get(dataverseName);
+            if (m == null) {
+                return null;
+            }
+            return m.get(filterName);
+        }
+    }
+
     public List<Dataset> getDataverseDatasets(DataverseName dataverseName) {
         synchronized (datasets) {
             Map<String, Dataset> m = datasets.get(dataverseName);
@@ -436,6 +476,65 @@
         }
     }
 
+    public FullTextFilterMetadataEntity addFullTextFilterIfNotExists(FullTextFilterMetadataEntity filter) {
+        DataverseName dataverseName = filter.getFullTextFilter().getDataverseName();
+        String filterName = filter.getFullTextFilter().getName();
+        synchronized (fullTextFilters) {
+            Map<String, FullTextFilterMetadataEntity> m = fullTextFilters.get(dataverseName);
+            if (m == null) {
+                m = new HashMap<>();
+                fullTextFilters.put(dataverseName, m);
+            }
+            if (!m.containsKey(filterName)) {
+                return m.put(filterName, filter);
+            }
+            return null;
+        }
+    }
+
+    public FullTextFilterMetadataEntity dropFullTextFilter(FullTextFilterMetadataEntity filterMetadataEntity) {
+        DataverseName dataverseName = filterMetadataEntity.getFullTextFilter().getDataverseName();
+        String filterName = filterMetadataEntity.getFullTextFilter().getName();
+        synchronized (fullTextFilters) {
+            Map<String, FullTextFilterMetadataEntity> m = fullTextFilters.get(dataverseName);
+            if (m == null) {
+                return null;
+            }
+            return m.remove(filterName);
+        }
+    }
+
+    public FullTextConfigMetadataEntity addFullTextConfigIfNotExists(
+            FullTextConfigMetadataEntity configMetadataEntity) {
+        FullTextConfigDescriptor config = configMetadataEntity.getFullTextConfig();
+        DataverseName dataverseName = config.getDataverseName();
+        String configName = config.getName();
+        synchronized (fullTextConfigs) {
+            Map<String, FullTextConfigMetadataEntity> m = fullTextConfigs.get(dataverseName);
+            if (m == null) {
+                m = new HashMap<>();
+                fullTextConfigs.put(dataverseName, m);
+            }
+            if (!m.containsKey(configName)) {
+                return m.put(configName, configMetadataEntity);
+            }
+            return null;
+        }
+    }
+
+    public FullTextConfigMetadataEntity dropFullTextConfig(FullTextConfigMetadataEntity configMetadataEntity) {
+        FullTextConfigDescriptor config = configMetadataEntity.getFullTextConfig();
+        DataverseName dataverseName = config.getDataverseName();
+        String configName = config.getName();
+        synchronized (fullTextConfigs) {
+            Map<String, FullTextConfigMetadataEntity> m = fullTextConfigs.get(dataverseName);
+            if (m == null) {
+                return null;
+            }
+            return m.remove(configName);
+        }
+    }
+
     public Object addFeedPolicyIfNotExists(FeedPolicyEntity feedPolicy) {
         synchronized (feedPolicies) {
             Map<String, FeedPolicyEntity> p = feedPolicies.get(feedPolicy.getDataverseName());
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataManager.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataManager.java
index 9a19972..0ab5c7b 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataManager.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataManager.java
@@ -49,6 +49,8 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Library;
@@ -62,6 +64,8 @@
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
+import com.google.common.base.Strings;
+
 /**
  * Provides access to Asterix metadata via remote methods to the metadata node.
  * This metadata manager maintains a local cache of metadata Java objects
@@ -584,7 +588,7 @@
         // requested function itself (but the function is still uncommitted).
         Function function = ctx.getFunction(functionSignature);
         if (function != null) {
-            // Don't add this dataverse to the cache, since it is still
+            // Don't add this function to the cache, since it is still
             // uncommitted.
             return function;
         }
@@ -627,6 +631,141 @@
     }
 
     @Override
+    public void addFullTextFilter(MetadataTransactionContext mdTxnCtx, FullTextFilterMetadataEntity filter)
+            throws AlgebricksException {
+        try {
+            metadataNode.addFullTextFilter(mdTxnCtx.getTxnId(), filter);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+        mdTxnCtx.addFullTextFilter(filter);
+    }
+
+    @Override
+    public void dropFullTextFilter(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName, String filterName)
+            throws AlgebricksException {
+        try {
+            metadataNode.dropFullTextFilter(mdTxnCtx.getTxnId(), dataverseName, filterName);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+        mdTxnCtx.dropFullTextFilter(dataverseName, filterName);
+    }
+
+    @Override
+    public FullTextFilterMetadataEntity getFullTextFilter(MetadataTransactionContext ctx, DataverseName dataverseName,
+            String filterName) throws AlgebricksException {
+        // First look in the context to see if this transaction created the
+        // requested full-text filter itself (but the full-text filter is still uncommitted).
+        FullTextFilterMetadataEntity filter = ctx.getFullTextFilter(dataverseName, filterName);
+        if (filter != null) {
+            // Don't add this filter to the cache, since it is still
+            // uncommitted.
+            return filter;
+        }
+
+        if (ctx.fullTextFilterIsDropped(dataverseName, filterName)) {
+            // Filter has been dropped by this transaction but could still be
+            // in the cache.
+            return null;
+        }
+
+        if (ctx.getDataverse(dataverseName) != null) {
+            // This transaction has dropped and subsequently created the same
+            // dataverse.
+            return null;
+        }
+
+        filter = cache.getFullTextFilter(dataverseName, filterName);
+        if (filter != null) {
+            // filter is already in the cache, don't add it again.
+            return filter;
+        }
+
+        try {
+            filter = metadataNode.getFullTextFilter(ctx.getTxnId(), dataverseName, filterName);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+        // We fetched the filter from the MetadataNode. Add it to the cache
+        // when this transaction commits.
+        if (filter != null) {
+            ctx.addFullTextFilter(filter);
+        }
+        return filter;
+    }
+
+    @Override
+    public void addFullTextConfig(MetadataTransactionContext mdTxnCtx,
+            FullTextConfigMetadataEntity configMetadataEntity) throws AlgebricksException {
+        if (Strings.isNullOrEmpty(configMetadataEntity.getFullTextConfig().getName())) {
+            throw new MetadataException(ErrorCode.FULL_TEXT_CONFIG_ALREADY_EXISTS);
+        }
+
+        try {
+            metadataNode.addFullTextConfig(mdTxnCtx.getTxnId(), configMetadataEntity);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+        mdTxnCtx.addFullTextConfig(configMetadataEntity);
+    }
+
+    @Override
+    public FullTextConfigMetadataEntity getFullTextConfig(MetadataTransactionContext ctx, DataverseName dataverseName,
+            String configName) throws AlgebricksException {
+        // First look in the context to see if this transaction created the
+        // requested full-text config itself (but the full-text config is still uncommitted).
+        FullTextConfigMetadataEntity configMetadataEntity = ctx.getFullTextConfig(dataverseName, configName);
+        if (configMetadataEntity != null) {
+            // Don't add this config to the cache, since it is still
+            // uncommitted.
+            return configMetadataEntity;
+        }
+
+        if (ctx.fullTextConfigIsDropped(dataverseName, configName)) {
+            // config has been dropped by this transaction but could still be
+            // in the cache.
+            return null;
+        }
+
+        if (ctx.getDataverse(dataverseName) != null) {
+            // This transaction has dropped and subsequently created the same
+            // dataverse.
+            return null;
+        }
+
+        configMetadataEntity = cache.getFullTextConfig(dataverseName, configName);
+        if (configMetadataEntity != null) {
+            // config is already in the cache, don't add it again.
+            return configMetadataEntity;
+        }
+
+        try {
+            configMetadataEntity = metadataNode.getFullTextConfig(ctx.getTxnId(), dataverseName, configName);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+
+        // We fetched the config from the MetadataNode. Add it to the cache
+        // when this transaction commits.
+        if (configMetadataEntity != null) {
+            ctx.addFullTextConfig(configMetadataEntity);
+        }
+        return configMetadataEntity;
+    }
+
+    @Override
+    public void dropFullTextConfig(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName, String configName)
+            throws AlgebricksException {
+        try {
+            metadataNode.dropFullTextConfig(mdTxnCtx.getTxnId(), dataverseName, configName);
+        } catch (RemoteException e) {
+            throw new MetadataException(ErrorCode.REMOTE_EXCEPTION_WHEN_CALLING_METADATA_NODE, e);
+        }
+        mdTxnCtx.dropFullTextConfig(dataverseName, configName);
+    }
+
+    @Override
     public void addFeedPolicy(MetadataTransactionContext mdTxnCtx, FeedPolicyEntity feedPolicy)
             throws AlgebricksException {
         try {
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataNode.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataNode.java
index 20172db..87f5129 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataNode.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataNode.java
@@ -33,9 +33,9 @@
 import org.apache.asterix.common.api.IDatasetLifecycleManager;
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
-import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.dataflow.LSMIndexUtil;
 import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.MetadataException;
 import org.apache.asterix.common.functions.FunctionSignature;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.common.metadata.MetadataIndexImmutableProperties;
@@ -48,7 +48,9 @@
 import org.apache.asterix.common.transactions.TxnId;
 import org.apache.asterix.common.utils.StoragePathUtil;
 import org.apache.asterix.external.indexing.ExternalFile;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.formats.nontagged.TypeTraitProvider;
 import org.apache.asterix.metadata.api.ExtensionMetadataDataset;
 import org.apache.asterix.metadata.api.ExtensionMetadataDatasetId;
 import org.apache.asterix.metadata.api.IExtensionMetadataEntity;
@@ -64,9 +66,12 @@
 import org.apache.asterix.metadata.entities.DatasourceAdapter;
 import org.apache.asterix.metadata.entities.Datatype;
 import org.apache.asterix.metadata.entities.Dataverse;
+import org.apache.asterix.metadata.entities.DependencyKind;
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
@@ -74,6 +79,7 @@
 import org.apache.asterix.metadata.entities.Node;
 import org.apache.asterix.metadata.entities.NodeGroup;
 import org.apache.asterix.metadata.entities.Synonym;
+import org.apache.asterix.metadata.entities.ViewDetails;
 import org.apache.asterix.metadata.entitytupletranslators.CompactionPolicyTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.DatasetTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.DatasourceAdapterTupleTranslator;
@@ -83,6 +89,8 @@
 import org.apache.asterix.metadata.entitytupletranslators.FeedConnectionTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.FeedPolicyTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.FeedTupleTranslator;
+import org.apache.asterix.metadata.entitytupletranslators.FullTextConfigMetadataEntityTupleTranslator;
+import org.apache.asterix.metadata.entitytupletranslators.FullTextFilterMetadataEntityTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.FunctionTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.IndexTupleTranslator;
 import org.apache.asterix.metadata.entitytupletranslators.LibraryTupleTranslator;
@@ -104,6 +112,7 @@
 import org.apache.asterix.om.types.AbstractComplexType;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
 import org.apache.asterix.transaction.management.opcallbacks.AbstractIndexModificationOperationCallback.Operation;
 import org.apache.asterix.transaction.management.opcallbacks.SecondaryIndexModificationOperationCallback;
 import org.apache.asterix.transaction.management.opcallbacks.UpsertOperationCallback;
@@ -136,6 +145,8 @@
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
+import com.google.common.base.Strings;
+
 public class MetadataNode implements IMetadataNode {
     private static final long serialVersionUID = 1L;
     private static final Logger LOGGER = LogManager.getLogger();
@@ -352,9 +363,8 @@
             if (dataset.getDatasetType() == DatasetType.INTERNAL) {
                 // Add the primary index for the dataset.
                 InternalDatasetDetails id = (InternalDatasetDetails) dataset.getDatasetDetails();
-                Index primaryIndex = new Index(dataset.getDataverseName(), dataset.getDatasetName(),
-                        dataset.getDatasetName(), IndexType.BTREE, id.getPrimaryKey(), id.getKeySourceIndicator(),
-                        id.getPrimaryKeyType(), false, false, true, dataset.getPendingOp());
+                Index primaryIndex = Index.createPrimaryIndex(dataset.getDataverseName(), dataset.getDatasetName(),
+                        id.getPrimaryKey(), id.getKeySourceIndicator(), id.getPrimaryKeyType(), dataset.getPendingOp());
 
                 addIndex(txnId, primaryIndex);
             }
@@ -451,6 +461,135 @@
         }
     }
 
+    @Override
+    public void addFullTextFilter(TxnId txnId, FullTextFilterMetadataEntity filterMetadataEntity)
+            throws RemoteException, AlgebricksException {
+        insertFullTextFilterMetadataEntityToCatalog(txnId, filterMetadataEntity);
+        return;
+    }
+
+    @Override
+    public FullTextFilterMetadataEntity getFullTextFilter(TxnId txnId, DataverseName dataverseName, String filterName)
+            throws AlgebricksException {
+        try {
+            FullTextFilterMetadataEntityTupleTranslator translator =
+                    tupleTranslatorProvider.getFullTextFilterTupleTranslator(true);
+            ITupleReference searchKey = createTuple(dataverseName.getCanonicalForm(), filterName);
+            IValueExtractor<FullTextFilterMetadataEntity> valueExtractor =
+                    new MetadataEntityValueExtractor<>(translator);
+            List<FullTextFilterMetadataEntity> results = new ArrayList<>();
+            searchIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET, searchKey, valueExtractor, results);
+            if (results.isEmpty()) {
+                return null;
+            }
+            return results.get(0);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void dropFullTextFilter(TxnId txnId, DataverseName dataverseName, String filterName)
+            throws AlgebricksException {
+        dropFullTextFilterDescriptor(txnId, dataverseName, filterName, false);
+    }
+
+    private void dropFullTextFilterDescriptor(TxnId txnId, DataverseName dataverseName, String filterName,
+            boolean force) throws AlgebricksException {
+        if (!force) {
+            confirmFullTextFilterCanBeDeleted(txnId, dataverseName, filterName);
+        }
+
+        try {
+            FullTextFilterMetadataEntityTupleTranslator translator =
+                    tupleTranslatorProvider.getFullTextFilterTupleTranslator(true);
+
+            ITupleReference key = createTuple(dataverseName.getCanonicalForm(), filterName);
+            deleteTupleFromIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET, key);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private void insertFullTextConfigMetadataEntityToCatalog(TxnId txnId, FullTextConfigMetadataEntity config)
+            throws AlgebricksException {
+        try {
+            FullTextConfigMetadataEntityTupleTranslator tupleReaderWriter =
+                    tupleTranslatorProvider.getFullTextConfigTupleTranslator(true);
+            ITupleReference configTuple = tupleReaderWriter.getTupleFromMetadataEntity(config);
+            insertTupleIntoIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET, configTuple);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    private void insertFullTextFilterMetadataEntityToCatalog(TxnId txnId, FullTextFilterMetadataEntity filter)
+            throws AlgebricksException {
+        try {
+            FullTextFilterMetadataEntityTupleTranslator tupleReaderWriter =
+                    tupleTranslatorProvider.getFullTextFilterTupleTranslator(true);
+            ITupleReference filterTuple = tupleReaderWriter.getTupleFromMetadataEntity(filter);
+            insertTupleIntoIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET, filterTuple);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    @Override
+    public void addFullTextConfig(TxnId txnId, FullTextConfigMetadataEntity config)
+            throws AlgebricksException, RemoteException {
+        try {
+            insertFullTextConfigMetadataEntityToCatalog(txnId, config);
+        } catch (AlgebricksException e) {
+            throw new AlgebricksException(e, ErrorCode.ERROR_PROCESSING_TUPLE);
+        }
+    }
+
+    @Override
+    public FullTextConfigMetadataEntity getFullTextConfig(TxnId txnId, DataverseName dataverseName, String configName)
+            throws AlgebricksException {
+        FullTextConfigMetadataEntityTupleTranslator translator =
+                tupleTranslatorProvider.getFullTextConfigTupleTranslator(true);
+
+        ITupleReference searchKey;
+        List<FullTextConfigMetadataEntity> results = new ArrayList<>();
+        try {
+            searchKey = createTuple(dataverseName.getCanonicalForm(), configName);
+            IValueExtractor<FullTextConfigMetadataEntity> valueExtractor =
+                    new MetadataEntityValueExtractor<>(translator);
+            searchIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET, searchKey, valueExtractor, results);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+
+        if (results.isEmpty()) {
+            return null;
+        }
+
+        FullTextConfigMetadataEntity result = results.get(0);
+        return result;
+    }
+
+    @Override
+    public void dropFullTextConfig(TxnId txnId, DataverseName dataverseName, String configName)
+            throws AlgebricksException {
+        dropFullTextConfigDescriptor(txnId, dataverseName, configName, false);
+    }
+
+    private void dropFullTextConfigDescriptor(TxnId txnId, DataverseName dataverseName, String configName,
+            boolean force) throws AlgebricksException {
+        if (!force) {
+            confirmFullTextConfigCanBeDeleted(txnId, dataverseName, configName);
+        }
+
+        try {
+            ITupleReference key = createTuple(dataverseName.getCanonicalForm(), configName);
+            deleteTupleFromIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET, key);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
     private void insertTupleIntoIndex(TxnId txnId, IMetadataIndex metadataIndex, ITupleReference tuple)
             throws HyracksDataException {
         modifyMetadataIndex(Operation.INSERT, txnId, metadataIndex, tuple);
@@ -574,6 +713,25 @@
                 dropDataset(txnId, dataverseName, ds.getDatasetName(), true);
             }
 
+            // Drop full-text configs in this dataverse.
+            // Note that full-text configs are utilized by the index, and we need to always drop index first
+            // and then full-text config
+            List<FullTextConfigMetadataEntity> configMetadataEntities =
+                    getDataverseFullTextConfigs(txnId, dataverseName);
+            for (FullTextConfigMetadataEntity configMetadataEntity : configMetadataEntities) {
+                dropFullTextConfigDescriptor(txnId, dataverseName, configMetadataEntity.getFullTextConfig().getName(),
+                        true);
+            }
+
+            // Drop full-text filters in this dataverse.
+            // Note that full-text filters are utilized by the full-text configs,
+            // and we need to always drop full-text configs first
+            // and then full-text filter
+            List<FullTextFilterMetadataEntity> filters = getDataverseFullTextFilters(txnId, dataverseName);
+            for (FullTextFilterMetadataEntity filter : filters) {
+                dropFullTextFilterDescriptor(txnId, dataverseName, filter.getFullTextFilter().getName(), true);
+            }
+
             // Drop all types in this dataverse.
             // As a side effect, acquires an S lock on the 'datatype' dataset on behalf of txnId.
             List<Datatype> dataverseDatatypes = getDataverseDatatypes(txnId, dataverseName);
@@ -605,21 +763,24 @@
                 || !getDataverseFunctions(txnId, dataverseName).isEmpty()
                 || !getDataverseFeedPolicies(txnId, dataverseName).isEmpty()
                 || !getDataverseFeeds(txnId, dataverseName).isEmpty()
-                || !getDataverseSynonyms(txnId, dataverseName).isEmpty();
+                || !getDataverseSynonyms(txnId, dataverseName).isEmpty()
+                || !getDataverseFullTextConfigs(txnId, dataverseName).isEmpty()
+                || !getDataverseFullTextFilters(txnId, dataverseName).isEmpty();
     }
 
     @Override
     public void dropDataset(TxnId txnId, DataverseName dataverseName, String datasetName, boolean force)
             throws AlgebricksException {
-        if (!force) {
-            confirmDatasetCanBeDeleted(txnId, dataverseName, datasetName);
-        }
-
         Dataset dataset = getDataset(txnId, dataverseName, datasetName);
         if (dataset == null) {
             throw new AsterixException(org.apache.asterix.common.exceptions.ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE,
                     datasetName, dataverseName);
         }
+        if (!force) {
+            String datasetTypeDisplayName = DatasetUtil.getDatasetTypeDisplayName(dataset.getDatasetType());
+            confirmDatasetCanBeDeleted(txnId, datasetTypeDisplayName, dataverseName, datasetName);
+        }
+
         try {
             // Delete entry from the 'datasets' dataset.
             ITupleReference searchKey = createTuple(dataverseName, datasetName);
@@ -629,25 +790,37 @@
             try {
                 datasetTuple = getTupleToBeDeleted(txnId, MetadataPrimaryIndexes.DATASET_DATASET, searchKey);
 
-                // Delete entry(s) from the 'indexes' dataset.
-                List<Index> datasetIndexes = getDatasetIndexes(txnId, dataverseName, datasetName);
-                if (datasetIndexes != null) {
-                    for (Index index : datasetIndexes) {
-                        dropIndex(txnId, dataverseName, datasetName, index.getIndexName());
-                    }
-                }
-
-                if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
-                    // Delete External Files
-                    // As a side effect, acquires an S lock on the 'ExternalFile' dataset
-                    // on behalf of txnId.
-                    List<ExternalFile> datasetFiles = getExternalFiles(txnId, dataset);
-                    if (datasetFiles != null && !datasetFiles.isEmpty()) {
-                        // Drop all external files in this dataset.
-                        for (ExternalFile file : datasetFiles) {
-                            dropExternalFile(txnId, dataverseName, file.getDatasetName(), file.getFileNumber());
+                switch (dataset.getDatasetType()) {
+                    case INTERNAL:
+                        // Delete entry(s) from the 'indexes' dataset.
+                        List<Index> datasetIndexes = getDatasetIndexes(txnId, dataverseName, datasetName);
+                        if (datasetIndexes != null) {
+                            for (Index index : datasetIndexes) {
+                                dropIndex(txnId, dataverseName, datasetName, index.getIndexName());
+                            }
                         }
-                    }
+                        break;
+                    case EXTERNAL:
+                        // Delete entry(s) from the 'indexes' dataset.
+                        datasetIndexes = getDatasetIndexes(txnId, dataverseName, datasetName);
+                        if (datasetIndexes != null) {
+                            for (Index index : datasetIndexes) {
+                                dropIndex(txnId, dataverseName, datasetName, index.getIndexName());
+                            }
+                        }
+                        // Delete External Files
+                        // As a side effect, acquires an S lock on the 'ExternalFile' dataset
+                        // on behalf of txnId.
+                        List<ExternalFile> datasetFiles = getExternalFiles(txnId, dataset);
+                        if (datasetFiles != null && !datasetFiles.isEmpty()) {
+                            // Drop all external files in this dataset.
+                            for (ExternalFile file : datasetFiles) {
+                                dropExternalFile(txnId, dataverseName, file.getDatasetName(), file.getFileNumber());
+                            }
+                        }
+                        break;
+                    case VIEW:
+                        break;
                 }
             } catch (HyracksDataException hde) {
                 // ignore this exception and continue deleting all relevant
@@ -854,6 +1027,38 @@
         }
     }
 
+    private List<FullTextConfigMetadataEntity> getDataverseFullTextConfigs(TxnId txnId, DataverseName dataverseName)
+            throws AlgebricksException {
+        ITupleReference searchKey = createTuple(dataverseName);
+        FullTextConfigMetadataEntityTupleTranslator tupleReaderWriter =
+                tupleTranslatorProvider.getFullTextConfigTupleTranslator(true);
+        IValueExtractor<FullTextConfigMetadataEntity> valueExtractor =
+                new MetadataEntityValueExtractor<>(tupleReaderWriter);
+        List<FullTextConfigMetadataEntity> results = new ArrayList<>();
+        try {
+            searchIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET, searchKey, valueExtractor, results);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+        return results;
+    }
+
+    private List<FullTextFilterMetadataEntity> getDataverseFullTextFilters(TxnId txnId, DataverseName dataverseName)
+            throws AlgebricksException {
+        ITupleReference searchKey = createTuple(dataverseName);
+        FullTextFilterMetadataEntityTupleTranslator tupleReaderWriter =
+                tupleTranslatorProvider.getFullTextFilterTupleTranslator(true);
+        IValueExtractor<FullTextFilterMetadataEntity> valueExtractor =
+                new MetadataEntityValueExtractor<>(tupleReaderWriter);
+        List<FullTextFilterMetadataEntity> results = new ArrayList<>();
+        try {
+            searchIndex(txnId, MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET, searchKey, valueExtractor, results);
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+        return results;
+    }
+
     @Override
     public Dataset getDataset(TxnId txnId, DataverseName dataverseName, String datasetName) throws AlgebricksException {
         try {
@@ -931,44 +1136,60 @@
         // uses a type from this dataverse
         // throw an error
         List<Dataset> datasets = getAllDatasets(txnId);
-        for (Dataset set : datasets) {
-            if (set.getDataverseName().equals(dataverseName)) {
+        for (Dataset dataset : datasets) {
+            if (dataset.getDataverseName().equals(dataverseName)) {
                 continue;
             }
-            if (set.getItemTypeDataverseName().equals(dataverseName)) {
+            if (dataset.getItemTypeDataverseName().equals(dataverseName)) {
                 throw new AsterixException(
                         org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_DATAVERSE_DEPENDENT_EXISTS, "type",
-                        TypeUtil.getFullyQualifiedDisplayName(set.getItemTypeDataverseName(), set.getItemTypeName()),
-                        dataset(), DatasetUtil.getFullyQualifiedDisplayName(set));
+                        TypeUtil.getFullyQualifiedDisplayName(dataset.getItemTypeDataverseName(),
+                                dataset.getItemTypeName()),
+                        dataset(), DatasetUtil.getFullyQualifiedDisplayName(dataset));
             }
-            if (set.getMetaItemTypeDataverseName() != null
-                    && set.getMetaItemTypeDataverseName().equals(dataverseName)) {
+            if (dataset.hasMetaPart() && dataset.getMetaItemTypeDataverseName().equals(dataverseName)) {
                 throw new AsterixException(
                         org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_DATAVERSE_DEPENDENT_EXISTS, "type",
-                        TypeUtil.getFullyQualifiedDisplayName(set.getMetaItemTypeDataverseName(),
-                                set.getMetaItemTypeName()),
-                        dataset(), DatasetUtil.getFullyQualifiedDisplayName(set));
+                        TypeUtil.getFullyQualifiedDisplayName(dataset.getMetaItemTypeDataverseName(),
+                                dataset.getMetaItemTypeName()),
+                        dataset(), DatasetUtil.getFullyQualifiedDisplayName(dataset));
+            }
+            if (dataset.getDatasetType() == DatasetType.VIEW) {
+                ViewDetails viewDetails = (ViewDetails) dataset.getDatasetDetails();
+                List<DependencyKind> dependenciesSchema = ViewDetails.DEPENDENCIES_SCHEMA;
+                List<List<Triple<DataverseName, String, String>>> dependencies = viewDetails.getDependencies();
+                for (int i = 0, n = dependencies.size(); i < n; i++) {
+                    for (Triple<DataverseName, String, String> dependency : dependencies.get(i)) {
+                        if (dependency.first.equals(dataverseName)) {
+                            DependencyKind dependencyKind = dependenciesSchema.get(i);
+                            throw new AsterixException(
+                                    org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_DATAVERSE_DEPENDENT_EXISTS,
+                                    dependencyKind, dependencyKind.getDependencyDisplayName(dependency), "view",
+                                    DatasetUtil.getFullyQualifiedDisplayName(dataset));
+                        }
+                    }
+                }
             }
         }
 
         // If a function from a DIFFERENT dataverse
         // uses datasets, functions, datatypes, or synonyms from this dataverse
         // throw an error
-        Function.FunctionDependencyKind[] functionDependencyKinds = Function.FunctionDependencyKind.values();
         List<Function> functions = getAllFunctions(txnId);
         for (Function function : functions) {
             if (function.getDataverseName().equals(dataverseName)) {
                 continue;
             }
+            List<DependencyKind> dependenciesSchema = Function.DEPENDENCIES_SCHEMA;
             List<List<Triple<DataverseName, String, String>>> dependencies = function.getDependencies();
             for (int i = 0, n = dependencies.size(); i < n; i++) {
                 for (Triple<DataverseName, String, String> dependency : dependencies.get(i)) {
                     if (dependency.first.equals(dataverseName)) {
-                        Function.FunctionDependencyKind functionDependencyKind = functionDependencyKinds[i];
+                        DependencyKind dependencyKind = dependenciesSchema.get(i);
                         throw new AsterixException(
                                 org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_DATAVERSE_DEPENDENT_EXISTS,
-                                functionDependencyKind, functionDependencyKind.getDependencyDisplayName(dependency),
-                                "function", function.getSignature());
+                                dependencyKind, dependencyKind.getDependencyDisplayName(dependency), "function",
+                                function.getSignature());
                     }
                 }
             }
@@ -993,6 +1214,7 @@
     }
 
     private void confirmFunctionCanBeDeleted(TxnId txnId, FunctionSignature signature) throws AlgebricksException {
+        confirmFunctionIsUnusedByViews(txnId, signature);
         confirmFunctionIsUnusedByFunctions(txnId, signature);
 
         // if any other feed connection uses this function, throw an error
@@ -1007,18 +1229,34 @@
         }
     }
 
-    private void confirmFunctionIsUnusedByFunctions(TxnId txnId, FunctionSignature signature)
-            throws AlgebricksException {
-        confirmObjectIsUnusedByFunctions(txnId, Function.FunctionDependencyKind.FUNCTION, signature.getDataverseName(),
+    private void confirmFunctionIsUnusedByViews(TxnId txnId, FunctionSignature signature) throws AlgebricksException {
+        confirmObjectIsUnusedByViews(txnId, "function", DependencyKind.FUNCTION, signature.getDataverseName(),
                 signature.getName(), Integer.toString(signature.getArity()));
     }
 
-    private void confirmObjectIsUnusedByFunctions(TxnId txnId, Function.FunctionDependencyKind dependencyKind,
-            DataverseName dataverseName, String objectName, String objectArg) throws AlgebricksException {
+    private void confirmFunctionIsUnusedByFunctions(TxnId txnId, FunctionSignature signature)
+            throws AlgebricksException {
+        confirmObjectIsUnusedByFunctions(txnId, "function", DependencyKind.FUNCTION, signature.getDataverseName(),
+                signature.getName(), Integer.toString(signature.getArity()));
+    }
+
+    private void confirmObjectIsUnusedByFunctions(TxnId txnId, String objectKindDisplayName,
+            DependencyKind dependencyKind, DataverseName dataverseName, String objectName, String objectArg)
+            throws AlgebricksException {
         // If any function uses this object, throw an error
-        int functionDependencyIdx = dependencyKind.ordinal();
         List<Function> functions = getAllFunctions(txnId);
-        for (Function function : functions) {
+        confirmObjectIsUnusedByFunctionsImpl(functions, objectKindDisplayName, dependencyKind, dataverseName,
+                objectName, objectArg);
+    }
+
+    private void confirmObjectIsUnusedByFunctionsImpl(List<Function> allFunctions, String objectKindDisplayName,
+            DependencyKind dependencyKind, DataverseName dataverseName, String objectName, String objectArg)
+            throws AlgebricksException {
+        int functionDependencyIdx = Function.DEPENDENCIES_SCHEMA.indexOf(dependencyKind);
+        if (functionDependencyIdx < 0) {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE);
+        }
+        for (Function function : allFunctions) {
             List<List<Triple<DataverseName, String, String>>> functionDependencies = function.getDependencies();
             if (functionDependencyIdx < functionDependencies.size()) {
                 List<Triple<DataverseName, String, String>> functionObjectDependencies =
@@ -1029,9 +1267,8 @@
                                 && (objectArg == null || objectArg.equals(dependency.third))) {
                             throw new AsterixException(
                                     org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_OBJECT_DEPENDENT_EXISTS,
-                                    dependencyKind.toString().toLowerCase(),
-                                    dependencyKind.getDependencyDisplayName(dependency), "function",
-                                    function.getSignature());
+                                    objectKindDisplayName, dependencyKind.getDependencyDisplayName(dependency),
+                                    "function", function.getSignature());
                         }
                     }
                 }
@@ -1039,14 +1276,91 @@
         }
     }
 
-    private void confirmDatasetCanBeDeleted(TxnId txnId, DataverseName dataverseName, String datasetName)
-            throws AlgebricksException {
-        confirmDatasetIsUnusedByFunctions(txnId, dataverseName, datasetName);
+    private void confirmObjectIsUnusedByViews(TxnId txnId, String objectKindDisplayName, DependencyKind dependencyKind,
+            DataverseName dataverseName, String objectName, String objectArg) throws AlgebricksException {
+        // If any function uses this object, throw an error
+        List<Dataset> datasets = getAllDatasets(txnId);
+        confirmObjectIsUnusedByViewsImpl(datasets, objectKindDisplayName, dependencyKind, dataverseName, objectName,
+                objectArg);
     }
 
-    private void confirmDatasetIsUnusedByFunctions(TxnId txnId, DataverseName dataverseName, String datasetName)
+    private void confirmObjectIsUnusedByViewsImpl(List<Dataset> allDatasets, String objectKindDisplayName,
+            DependencyKind dependencyKind, DataverseName dataverseName, String objectName, String objectArg)
             throws AlgebricksException {
-        confirmObjectIsUnusedByFunctions(txnId, Function.FunctionDependencyKind.DATASET, dataverseName, datasetName,
+        int viewDependencyIdx = ViewDetails.DEPENDENCIES_SCHEMA.indexOf(dependencyKind);
+        if (viewDependencyIdx < 0) {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE);
+        }
+        for (Dataset dataset : allDatasets) {
+            if (dataset.getDatasetType() == DatasetType.VIEW) {
+                ViewDetails viewDetails = (ViewDetails) dataset.getDatasetDetails();
+                List<List<Triple<DataverseName, String, String>>> viewDependencies = viewDetails.getDependencies();
+                if (viewDependencyIdx < viewDependencies.size()) {
+                    List<Triple<DataverseName, String, String>> viewObjectDependencies =
+                            viewDependencies.get(viewDependencyIdx);
+                    if (viewObjectDependencies != null) {
+                        for (Triple<DataverseName, String, String> dependency : viewObjectDependencies) {
+                            if (dependency.first.equals(dataverseName) && dependency.second.equals(objectName)
+                                    && (objectArg == null || objectArg.equals(dependency.third))) {
+                                throw new AsterixException(
+                                        org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_OBJECT_DEPENDENT_EXISTS,
+                                        objectKindDisplayName, dependencyKind.getDependencyDisplayName(dependency),
+                                        "view", DatasetUtil.getFullyQualifiedDisplayName(dataset));
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    private void confirmFullTextConfigCanBeDeleted(TxnId txnId, DataverseName dataverseNameFullTextConfig,
+            String configName) throws AlgebricksException {
+        if (Strings.isNullOrEmpty(configName)) {
+            throw new MetadataException(
+                    org.apache.asterix.common.exceptions.ErrorCode.FULL_TEXT_DEFAULT_CONFIG_CANNOT_BE_DELETED_OR_CREATED);
+        }
+
+        // If any index uses this full-text config, throw an error
+        List<Dataset> datasets = getAllDatasets(txnId);
+        for (Dataset dataset : datasets) {
+            List<Index> indexes = getDatasetIndexes(txnId, dataset.getDataverseName(), dataset.getDatasetName());
+            for (Index index : indexes) {
+                // ToDo: to support index to access full-text config in another dataverse,
+                //   we may need to include the dataverse of the full-text config in the index.getFullTextConfigDataverse()
+                //   and instead of checking index.getDataverseName(), we need to check index.getFullTextConfigDataverse()
+                //   to see if it is the same as the dataverse of the full-text config
+                if (Index.IndexCategory.of(index.getIndexType()) == Index.IndexCategory.TEXT) {
+                    String indexConfigName = ((Index.TextIndexDetails) index.getIndexDetails()).getFullTextConfigName();
+                    if (index.getDataverseName().equals(dataverseNameFullTextConfig)
+                            && !Strings.isNullOrEmpty(indexConfigName) && indexConfigName.equals(configName)) {
+                        throw new AsterixException(
+                                org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_OBJECT_DEPENDENT_EXISTS,
+                                "full-text config",
+                                MetadataUtil.getFullyQualifiedDisplayName(dataverseNameFullTextConfig, configName),
+                                "index", DatasetUtil.getFullyQualifiedDisplayName(index.getDataverseName(),
+                                        index.getDatasetName()) + "." + index.getIndexName());
+                    }
+                }
+            }
+        }
+    }
+
+    private void confirmDatasetCanBeDeleted(TxnId txnId, String datasetTypeDisplayName, DataverseName dataverseName,
+            String datasetName) throws AlgebricksException {
+        confirmDatasetIsUnusedByFunctions(txnId, datasetTypeDisplayName, dataverseName, datasetName);
+        confirmDatasetIsUnusedByViews(txnId, datasetTypeDisplayName, dataverseName, datasetName);
+    }
+
+    private void confirmDatasetIsUnusedByFunctions(TxnId txnId, String datasetKindDisplayName,
+            DataverseName dataverseName, String datasetName) throws AlgebricksException {
+        confirmObjectIsUnusedByFunctions(txnId, datasetKindDisplayName, DependencyKind.DATASET, dataverseName,
+                datasetName, null);
+    }
+
+    private void confirmDatasetIsUnusedByViews(TxnId txnId, String datasetKindDisplayName, DataverseName dataverseName,
+            String datasetName) throws AlgebricksException {
+        confirmObjectIsUnusedByViews(txnId, datasetKindDisplayName, DependencyKind.DATASET, dataverseName, datasetName,
                 null);
     }
 
@@ -1096,14 +1410,21 @@
             throws AlgebricksException {
         // If any dataset uses this type, throw an error
         List<Dataset> datasets = getAllDatasets(txnId);
-        for (Dataset set : datasets) {
-            if (set.getItemTypeName().equals(datatypeName) && set.getItemTypeDataverseName().equals(dataverseName)) {
+        for (Dataset dataset : datasets) {
+            if ((dataset.getItemTypeName().equals(datatypeName)
+                    && dataset.getItemTypeDataverseName().equals(dataverseName))
+                    || ((dataset.hasMetaPart() && dataset.getMetaItemTypeName().equals(datatypeName)
+                            && dataset.getMetaItemTypeDataverseName().equals(dataverseName)))) {
                 throw new AsterixException(
                         org.apache.asterix.common.exceptions.ErrorCode.CANNOT_DROP_OBJECT_DEPENDENT_EXISTS, "type",
                         TypeUtil.getFullyQualifiedDisplayName(dataverseName, datatypeName), dataset(),
-                        DatasetUtil.getFullyQualifiedDisplayName(set));
+                        DatasetUtil.getFullyQualifiedDisplayName(dataset));
             }
         }
+
+        // additionally, if a view uses this type, throw an error
+        // Note: for future use. currently views don't have any type dependencies
+        confirmObjectIsUnusedByViewsImpl(datasets, null, DependencyKind.TYPE, dataverseName, datatypeName, null);
     }
 
     private void confirmDatatypeIsUnusedByDatatypes(TxnId txnId, DataverseName dataverseName, String datatypeName)
@@ -1133,8 +1454,23 @@
 
     private void confirmDatatypeIsUnusedByFunctions(TxnId txnId, DataverseName dataverseName, String dataTypeName)
             throws AlgebricksException {
-        confirmObjectIsUnusedByFunctions(txnId, Function.FunctionDependencyKind.TYPE, dataverseName, dataTypeName,
-                null);
+        confirmObjectIsUnusedByFunctions(txnId, "datatype", DependencyKind.TYPE, dataverseName, dataTypeName, null);
+    }
+
+    private void confirmFullTextFilterCanBeDeleted(TxnId txnId, DataverseName dataverseName, String fullTextFilterName)
+            throws AlgebricksException {
+        List<FullTextConfigMetadataEntity> configMetadataEntities = getDataverseFullTextConfigs(txnId, dataverseName);
+        for (FullTextConfigMetadataEntity configMetadataEntity : configMetadataEntities) {
+            FullTextConfigDescriptor config = configMetadataEntity.getFullTextConfig();
+            for (String filterName : config.getFilterNames()) {
+                if (filterName.equals(fullTextFilterName)) {
+                    throw new AlgebricksException("Cannot drop full-text filter "
+                            + TypeUtil.getFullyQualifiedDisplayName(dataverseName, fullTextFilterName)
+                            + " being used by full-text config "
+                            + TypeUtil.getFullyQualifiedDisplayName(dataverseName, config.getName()));
+                }
+            }
+        }
     }
 
     private List<String> getNestedComplexDatatypeNamesForThisDatatype(TxnId txnId, DataverseName dataverseName,
@@ -1301,7 +1637,8 @@
 
     private ITupleReference getTupleToBeDeleted(TxnId txnId, IMetadataIndex metadataIndex, ITupleReference searchKey)
             throws AlgebricksException, HyracksDataException {
-        IValueExtractor<ITupleReference> valueExtractor = new TupleCopyValueExtractor(metadataIndex.getTypeTraits());
+        IValueExtractor<ITupleReference> valueExtractor = new TupleCopyValueExtractor(metadataIndex.getTypeTraits(),
+                TypeTraitProvider.INSTANCE.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
         List<ITupleReference> results = new ArrayList<>();
         searchIndex(txnId, metadataIndex, searchKey, valueExtractor, results);
         if (results.isEmpty()) {
@@ -2059,12 +2396,17 @@
     private void confirmSynonymCanBeDeleted(TxnId txnId, DataverseName dataverseName, String synonymName)
             throws AlgebricksException {
         confirmSynonymIsUnusedByFunctions(txnId, dataverseName, synonymName);
+        confirmSynonymIsUnusedByViews(txnId, dataverseName, synonymName);
     }
 
     private void confirmSynonymIsUnusedByFunctions(TxnId txnId, DataverseName dataverseName, String synonymName)
             throws AlgebricksException {
-        confirmObjectIsUnusedByFunctions(txnId, Function.FunctionDependencyKind.SYNONYM, dataverseName, synonymName,
-                null);
+        confirmObjectIsUnusedByFunctions(txnId, "synonym", DependencyKind.SYNONYM, dataverseName, synonymName, null);
+    }
+
+    private void confirmSynonymIsUnusedByViews(TxnId txnId, DataverseName dataverseName, String synonymName)
+            throws AlgebricksException {
+        confirmObjectIsUnusedByViews(txnId, "synonym", DependencyKind.SYNONYM, dataverseName, synonymName, null);
     }
 
     @Override
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
index 8da01aa..48fb450 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/MetadataTransactionContext.java
@@ -34,11 +34,17 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Library;
 import org.apache.asterix.metadata.entities.NodeGroup;
 import org.apache.asterix.metadata.utils.MetadataUtil;
+import org.apache.asterix.runtime.fulltext.AbstractFullTextFilterDescriptor;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextFilterType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextFilterEvaluatorFactory;
 
 /**
  * Used to implement serializable transactions against the MetadataCache.
@@ -110,6 +116,16 @@
         logAndApply(new MetadataLogicalOperation(function, true));
     }
 
+    public void addFullTextFilter(FullTextFilterMetadataEntity filterMetadataEntity) {
+        droppedCache.dropFullTextFilter(filterMetadataEntity);
+        logAndApply(new MetadataLogicalOperation(filterMetadataEntity, true));
+    }
+
+    public void addFullTextConfig(FullTextConfigMetadataEntity configMetadataEntity) {
+        droppedCache.dropFullTextConfig(configMetadataEntity);
+        logAndApply(new MetadataLogicalOperation(configMetadataEntity, true));
+    }
+
     public void addAdapter(DatasourceAdapter adapter) {
         droppedCache.dropAdapterIfExists(adapter);
         logAndApply(new MetadataLogicalOperation(adapter, true));
@@ -128,8 +144,8 @@
     }
 
     public void dropIndex(DataverseName dataverseName, String datasetName, String indexName) {
-        Index index = new Index(dataverseName, datasetName, indexName, null, null, null, null, false, false, false,
-                MetadataUtil.PENDING_NO_OP);
+        Index index =
+                new Index(dataverseName, datasetName, indexName, null, null, false, false, MetadataUtil.PENDING_NO_OP);
         droppedCache.addIndexIfNotExists(index);
         logAndApply(new MetadataLogicalOperation(index, false));
     }
@@ -164,6 +180,33 @@
         logAndApply(new MetadataLogicalOperation(function, false));
     }
 
+    public void dropFullTextConfig(DataverseName dataverseName, String configName) {
+        FullTextConfigDescriptor config = new FullTextConfigDescriptor(dataverseName, configName, null, null);
+        FullTextConfigMetadataEntity configMetadataEntity = new FullTextConfigMetadataEntity(config);
+
+        droppedCache.addFullTextConfigIfNotExists(configMetadataEntity);
+        logAndApply(new MetadataLogicalOperation(configMetadataEntity, false));
+    }
+
+    public void dropFullTextFilter(DataverseName dataverseName, String filterName) {
+        AbstractFullTextFilterDescriptor filter = new AbstractFullTextFilterDescriptor(dataverseName, filterName) {
+            private static final long serialVersionUID = -8222222581298765902L;
+
+            @Override
+            public FullTextFilterType getFilterType() {
+                return null;
+            }
+
+            @Override
+            public IFullTextFilterEvaluatorFactory createEvaluatorFactory() {
+                return null;
+            }
+        };
+        FullTextFilterMetadataEntity filterMetadataEntity = new FullTextFilterMetadataEntity(filter);
+        droppedCache.addFullTextFilterIfNotExists(filterMetadataEntity);
+        logAndApply(new MetadataLogicalOperation(filterMetadataEntity, false));
+    }
+
     public void dropAdapter(DataverseName dataverseName, String adapterName) {
         AdapterIdentifier adapterIdentifier = new AdapterIdentifier(dataverseName, adapterName);
         DatasourceAdapter adapter = new DatasourceAdapter(adapterIdentifier, null, null, null, null);
@@ -218,6 +261,14 @@
         return droppedCache.getFunction(functionSignature) != null;
     }
 
+    public boolean fullTextConfigIsDropped(DataverseName dataverseName, String configName) {
+        return droppedCache.getFullTextConfig(dataverseName, configName) != null;
+    }
+
+    public boolean fullTextFilterIsDropped(DataverseName dataverseName, String filterName) {
+        return droppedCache.getFullTextFilter(dataverseName, filterName) != null;
+    }
+
     public List<MetadataLogicalOperation> getOpLog() {
         return opLog;
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataManager.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataManager.java
index 139216e..5ff8a03 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataManager.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataManager.java
@@ -36,6 +36,8 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Library;
@@ -422,6 +424,81 @@
     /**
      * @param mdTxnCtx
      *            MetadataTransactionContext of an active metadata transaction.
+     * @param filterMetadataEntity
+     *            the full-text filter descriptor to be added
+     * @throws AlgebricksException
+     *              For example, if the filter with the same name in the same dataverse already exists
+     */
+    void addFullTextFilter(MetadataTransactionContext mdTxnCtx, FullTextFilterMetadataEntity filterMetadataEntity)
+            throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param filterName
+     *            the name of the full-text filter to be fetched
+     * @throws AlgebricksException
+     *              For example, if the filter doesn't exist
+     */
+    FullTextFilterMetadataEntity getFullTextFilter(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
+            String filterName) throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param filterName
+     *            the name of the full-text filter to be dropped
+     * @throws AlgebricksException
+     *              For example, if ifExists is set to false and the filter doesn't exist
+     */
+    void dropFullTextFilter(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName, String filterName)
+            throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
+     * @param configMetadataEntity
+     *            the full-text config descriptor to be added
+     * @throws AlgebricksException
+     *              For example, if the config with the same name in the same dataverse already exists
+     */
+    void addFullTextConfig(MetadataTransactionContext mdTxnCtx, FullTextConfigMetadataEntity configMetadataEntity)
+            throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param configName
+     *            the name of the full-text config to be fetched
+     * @throws AlgebricksException
+     *              For example, if the full-text config doesn't exist
+     * @return
+     */
+    FullTextConfigMetadataEntity getFullTextConfig(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
+            String configName) throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param configName
+     *            the name of the full-text config to be dropped
+     * @throws AlgebricksException
+     *              For example, if ifExists is set to false and the config doesn't exist
+     */
+    void dropFullTextConfig(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName, String configName)
+            throws AlgebricksException;
+
+    /**
+     * @param mdTxnCtx
+     *            MetadataTransactionContext of an active metadata transaction.
      * @param adapter
      *            An instance of type Adapter that represents the adapter being
      *            added
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataNode.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataNode.java
index 08ed0a3..561a4fa 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataNode.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/api/IMetadataNode.java
@@ -36,6 +36,8 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Library;
@@ -449,6 +451,80 @@
 
     /**
      * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param filterMetadataEntity
+     *            the full-text filter metadata entity to be added
+     * @throws AlgebricksException
+     *              For example, if the filter with the same name in the same dataverse already exists
+     */
+    void addFullTextFilter(TxnId txnId, FullTextFilterMetadataEntity filterMetadataEntity)
+            throws RemoteException, AlgebricksException;
+
+    /**
+     * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param filterName
+     *            the name of the full-text filter to be fetched
+     * @throws AlgebricksException
+     *              For example, if the filter doesn't exist
+     */
+    FullTextFilterMetadataEntity getFullTextFilter(TxnId txnId, DataverseName dataverseName, String filterName)
+            throws RemoteException, AlgebricksException;
+
+    /**
+     * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param filterName
+     *            the name of the full-text filter to be dropped
+     * @throws AlgebricksException
+     *              For example, if ifExists is set to false and the filter doesn't exist
+     */
+    void dropFullTextFilter(TxnId txnId, DataverseName dataverseName, String filterName)
+            throws RemoteException, AlgebricksException;
+
+    /**
+     * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param configMetadataEntity
+     *            the full-text config descriptor to be added
+     * @throws AlgebricksException
+     *              For example, if the config with the same name in the same dataverse already exists
+     */
+    void addFullTextConfig(TxnId txnId, FullTextConfigMetadataEntity configMetadataEntity)
+            throws AlgebricksException, RemoteException;
+
+    /**
+     * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param configName
+     *            the name of the full-text config to be fetched
+     * @throws AlgebricksException
+     *              For example, if the full-text config doesn't exist
+     */
+    FullTextConfigMetadataEntity getFullTextConfig(TxnId txnId, DataverseName dataverseName, String configName)
+            throws AlgebricksException, RemoteException;
+
+    /**
+     * @param txnId
+     *            Metadata transaction id of an active metadata transaction.
+     * @param dataverseName
+     *            the name of the dataverse where the full-text filter belongs
+     * @param configName
+     *            the name of the full-text config to be dropped
+     * @throws AlgebricksException
+     *              For example, if ifExists is set to false and the config doesn't exist
+     */
+    void dropFullTextConfig(TxnId txnId, DataverseName dataverseName, String configName)
+            throws RemoteException, AlgebricksException;
+
+    /**
+     * @param txnId
      * @param dataverseName
      * @return List<Adapter> A list containing the adapters in the specified
      *         dataverse
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataBootstrap.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataBootstrap.java
index 8cfd146..fd0d30b 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataBootstrap.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataBootstrap.java
@@ -45,6 +45,8 @@
 import org.apache.asterix.external.api.ITypedAdapterFactory;
 import org.apache.asterix.external.dataset.adapter.AdapterIdentifier;
 import org.apache.asterix.external.indexing.ExternalFile;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
+import org.apache.asterix.formats.nontagged.TypeTraitProvider;
 import org.apache.asterix.metadata.IDatasetDetails;
 import org.apache.asterix.metadata.MetadataManager;
 import org.apache.asterix.metadata.MetadataNode;
@@ -66,6 +68,7 @@
 import org.apache.asterix.metadata.feeds.BuiltinFeedPolicies;
 import org.apache.asterix.metadata.utils.MetadataConstants;
 import org.apache.asterix.metadata.utils.MetadataUtil;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.formats.NonTaggedDataFormat;
 import org.apache.asterix.transaction.management.opcallbacks.PrimaryIndexOperationTrackerFactory;
@@ -123,7 +126,8 @@
                     MetadataPrimaryIndexes.FEED_DATASET, MetadataPrimaryIndexes.FEED_POLICY_DATASET,
                     MetadataPrimaryIndexes.LIBRARY_DATASET, MetadataPrimaryIndexes.COMPACTION_POLICY_DATASET,
                     MetadataPrimaryIndexes.EXTERNAL_FILE_DATASET, MetadataPrimaryIndexes.FEED_CONNECTION_DATASET,
-                    MetadataPrimaryIndexes.SYNONYM_DATASET };
+                    MetadataPrimaryIndexes.SYNONYM_DATASET, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET,
+                    MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET };
 
     private MetadataBootstrap() {
     }
@@ -173,6 +177,7 @@
             } else {
                 insertNewCompactionPoliciesIfNotExist(mdTxnCtx);
                 insertSynonymEntitiesIfNotExist(mdTxnCtx);
+                insertFullTextConfigAndFilterIfNotExist(mdTxnCtx);
             }
             // #. initialize datasetIdFactory
             MetadataManager.INSTANCE.initializeDatasetIdFactory(mdTxnCtx);
@@ -314,6 +319,38 @@
         }
     }
 
+    // For backward-compatibility: for old datasets created by an older version of AsterixDB, they
+    // 1) may not have such a full-text config dataset in the metadata catalog,
+    // 2) may not have the default full-text config as an entry in the metadata catalog
+    // So here, let's try to insert if not exists
+    private static void insertFullTextConfigAndFilterIfNotExist(MetadataTransactionContext mdTxnCtx)
+            throws AlgebricksException {
+
+        // We need to insert data types first because datasets depend on data types
+        // ToDo: create a new function to reduce duplicated code here: addDatatypeIfNotExist()
+        IAType fullTextConfigRecordType = MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET.getPayloadRecordType();
+        if (MetadataManager.INSTANCE.getDatatype(mdTxnCtx, MetadataConstants.METADATA_DATAVERSE_NAME,
+                fullTextConfigRecordType.getTypeName()) == null) {
+            MetadataManager.INSTANCE.addDatatype(mdTxnCtx, new Datatype(MetadataConstants.METADATA_DATAVERSE_NAME,
+                    fullTextConfigRecordType.getTypeName(), fullTextConfigRecordType, false));
+        }
+        IAType fullTextFilterRecordType = MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET.getPayloadRecordType();
+        if (MetadataManager.INSTANCE.getDatatype(mdTxnCtx, MetadataConstants.METADATA_DATAVERSE_NAME,
+                fullTextFilterRecordType.getTypeName()) == null) {
+            MetadataManager.INSTANCE.addDatatype(mdTxnCtx, new Datatype(MetadataConstants.METADATA_DATAVERSE_NAME,
+                    fullTextFilterRecordType.getTypeName(), fullTextFilterRecordType, false));
+        }
+
+        if (MetadataManager.INSTANCE.getDataset(mdTxnCtx, MetadataConstants.METADATA_DATAVERSE_NAME,
+                MetadataConstants.FULL_TEXT_CONFIG_DATASET_NAME) == null) {
+            insertMetadataDatasets(mdTxnCtx, new IMetadataIndex[] { MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET });
+        }
+        if (MetadataManager.INSTANCE.getDataset(mdTxnCtx, MetadataConstants.METADATA_DATAVERSE_NAME,
+                MetadataConstants.FULL_TEXT_FILTER_DATASET_NAME) == null) {
+            insertMetadataDatasets(mdTxnCtx, new IMetadataIndex[] { MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET });
+        }
+    }
+
     private static DatasourceAdapter getAdapter(String adapterFactoryClassName) throws AlgebricksException {
         try {
             String adapterName =
@@ -394,7 +431,8 @@
                             storageComponentProvider.getIoOperationSchedulerProvider(),
                             appContext.getMetadataMergePolicyFactory(),
                             StorageConstants.DEFAULT_COMPACTION_POLICY_PROPERTIES, true, bloomFilterKeyFields,
-                            bloomFilterFalsePositiveRate, true, null, NoOpCompressorDecompressorFactory.INSTANCE, true);
+                            bloomFilterFalsePositiveRate, true, null, NoOpCompressorDecompressorFactory.INSTANCE, true,
+                            TypeTraitProvider.INSTANCE.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
             DatasetLocalResourceFactory dsLocalResourceFactory =
                     new DatasetLocalResourceFactory(datasetId, lsmBtreeFactory);
             // TODO(amoudi) Creating the index should be done through the same code path as
@@ -469,6 +507,10 @@
 
     private static void recoverDataset(MetadataTransactionContext mdTxnCtx, Dataset dataset)
             throws AlgebricksException {
+        if (dataset.getDatasetType() == DatasetType.VIEW) {
+            // Views don't need any recovery and cannot be in a pending state
+            return;
+        }
         if (dataset.getPendingOp() != MetadataUtil.PENDING_NO_OP) {
             // drop pending dataset
             MetadataManager.INSTANCE.dropDataset(mdTxnCtx, dataset.getDataverseName(), dataset.getDatasetName(), true);
@@ -528,7 +570,11 @@
     }
 
     private static void ensureCatalogUpgradability(IMetadataIndex index) {
-        if (index != MetadataPrimaryIndexes.SYNONYM_DATASET) {
+        if (index != MetadataPrimaryIndexes.SYNONYM_DATASET
+                // Backward-compatibility: FULLTEXT_ENTITY_DATASET is added to AsterixDB recently
+                // and may not exist in an older dataverse
+                && index != MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET
+                && index != MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET) {
             throw new IllegalStateException(
                     "attempt to create metadata index " + index.getIndexName() + ". Index should already exist");
         }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataPrimaryIndexes.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataPrimaryIndexes.java
index 556090a..a191e43 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataPrimaryIndexes.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataPrimaryIndexes.java
@@ -61,6 +61,10 @@
             new MetadataIndexImmutableProperties(MetadataConstants.EXTERNAL_FILE_DATASET_NAME, 14, 14);
     public static final MetadataIndexImmutableProperties PROPERTIES_SYNONYM =
             new MetadataIndexImmutableProperties(MetadataConstants.SYNONYM_DATASET_NAME, 15, 15);
+    public static final MetadataIndexImmutableProperties PROPERTIES_FULL_TEXT_CONFIG =
+            new MetadataIndexImmutableProperties(MetadataConstants.FULL_TEXT_CONFIG_DATASET_NAME, 16, 16);
+    public static final MetadataIndexImmutableProperties PROPERTIES_FULL_TEXT_FILTER =
+            new MetadataIndexImmutableProperties(MetadataConstants.FULL_TEXT_FILTER_DATASET_NAME, 17, 17);
 
     public static final IMetadataIndex DATAVERSE_DATASET =
             new MetadataIndex(PROPERTIES_DATAVERSE, 2, new IAType[] { BuiltinType.ASTRING },
@@ -142,6 +146,17 @@
                             Arrays.asList(MetadataRecordTypes.FIELD_NAME_SYNONYM_NAME)),
                     0, MetadataRecordTypes.SYNONYM_RECORDTYPE, true, new int[] { 0, 1 });
 
+    public static final IMetadataIndex FULL_TEXT_CONFIG_DATASET =
+            new MetadataIndex(PROPERTIES_FULL_TEXT_CONFIG, 3, new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING },
+                    Arrays.asList(Arrays.asList(MetadataRecordTypes.FIELD_NAME_DATAVERSE_NAME),
+                            Arrays.asList(MetadataRecordTypes.FIELD_NAME_FULL_TEXT_CONFIG_NAME)),
+                    0, MetadataRecordTypes.FULL_TEXT_CONFIG_RECORDTYPE, true, new int[] { 0, 1 });
+    public static final IMetadataIndex FULL_TEXT_FILTER_DATASET =
+            new MetadataIndex(PROPERTIES_FULL_TEXT_FILTER, 3, new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING },
+                    Arrays.asList(Arrays.asList(MetadataRecordTypes.FIELD_NAME_DATAVERSE_NAME),
+                            Arrays.asList(MetadataRecordTypes.FIELD_NAME_FULL_TEXT_FILTER_NAME)),
+                    0, MetadataRecordTypes.FULL_TEXT_FILTER_RECORDTYPE, true, new int[] { 0, 1 });
+
     private MetadataPrimaryIndexes() {
     }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
index 10f5047..f00090a 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/bootstrap/MetadataRecordTypes.java
@@ -37,6 +37,7 @@
     public static final String FIELD_NAME_ARITY = "Arity";
     public static final String FIELD_NAME_ARGS = "Arguments";
     public static final String FIELD_NAME_AUTOGENERATED = "Autogenerated";
+    public static final String FIELD_NAME_CAST = "Cast";
     public static final String FIELD_NAME_CLASSNAME = "Classname";
     public static final String FIELD_NAME_COMPACTION_POLICY = "CompactionPolicy";
     public static final String FIELD_NAME_COMPACTION_POLICY_PROPERTIES = "CompactionPolicyProperties";
@@ -48,6 +49,7 @@
     public static final String FIELD_NAME_DATATYPE_NAME = "DatatypeName";
     public static final String FIELD_NAME_DATAVERSE_NAME = "DataverseName";
     public static final String FIELD_NAME_DATA_FORMAT = "DataFormat";
+    public static final String FIELD_NAME_DEFAULT = "Default";
     public static final String FIELD_NAME_DEFINITION = "Definition";
     public static final String FIELD_NAME_DEPENDENCIES = "Dependencies";
     public static final String FIELD_NAME_DERIVED = "Derived";
@@ -63,12 +65,15 @@
     public static final String FIELD_NAME_FILE_NUMBER = "FileNumber";
     public static final String FIELD_NAME_FILE_SIZE = "FileSize";
     public static final String FIELD_NAME_FILE_STRUCTURE = "FileStructure";
+    public static final String FIELD_NAME_FOREIGN_KEY = "ForeignKey";
+    public static final String FIELD_NAME_FOREIGN_KEYS = "ForeignKeys";
     public static final String FIELD_NAME_GROUP_NAME = "GroupName";
     public static final String FIELD_NAME_HINTS = "Hints";
     public static final String FIELD_NAME_INDEX_NAME = "IndexName";
     public static final String FIELD_NAME_INDEX_STRUCTURE = "IndexStructure";
     public static final String FIELD_NAME_INTERNAL_DETAILS = "InternalDetails";
     public static final String FIELD_NAME_IS_ANONYMOUS = "IsAnonymous";
+    public static final String FIELD_NAME_IS_ENFORCED = "IsEnforced";
     public static final String FIELD_NAME_IS_MISSABLE = "IsMissable";
     public static final String FIELD_NAME_IS_NULLABLE = "IsNullable";
     public static final String FIELD_NAME_IS_OPEN = "IsOpen";
@@ -94,8 +99,11 @@
     public static final String FIELD_NAME_PENDING_OP = "PendingOp";
     public static final String FIELD_NAME_POLICY_NAME = "PolicyName";
     public static final String FIELD_NAME_PRIMARY_KEY = "PrimaryKey";
+    public static final String FIELD_NAME_PRIMARY_KEY_ENFORCED = "PrimaryKeyEnforced";
     public static final String FIELD_NAME_PROPERTIES = "Properties";
     public static final String FIELD_NAME_RECORD = "Record";
+    public static final String FIELD_NAME_REF_DATAVERSE_NAME = "RefDataverseName";
+    public static final String FIELD_NAME_REF_DATASET_NAME = "RefDatasetName";
     public static final String FIELD_NAME_RETURN_TYPE = "ReturnType";
     public static final String FIELD_NAME_RETURN_TYPE_DATAVERSE_NAME = "ReturnTypeDataverseName";
     public static final String FIELD_NAME_SEARCH_KEY = "SearchKey";
@@ -107,9 +115,17 @@
     public static final String FIELD_NAME_TYPE = "Type";
     public static final String FIELD_NAME_UNORDERED_LIST = "UnorderedList";
     public static final String FIELD_NAME_VALUE = "Value";
+    public static final String FIELD_NAME_VIEW_DETAILS = "ViewDetails";
     public static final String FIELD_NAME_WORKING_MEMORY_SIZE = "WorkingMemorySize";
     public static final String FIELD_NAME_APPLIED_FUNCTIONS = "AppliedFunctions";
     public static final String FIELD_NAME_WHERE_CLAUSE = "WhereClause";
+    public static final String FIELD_NAME_FULL_TEXT_CONFIG_NAME = "FullTextConfigName";
+    public static final String FIELD_NAME_FULL_TEXT_FILTER_NAME = "FullTextFilterName";
+    public static final String FIELD_NAME_FULL_TEXT_FILTER_TYPE = "FullTextFilterType";
+    public static final String FIELD_NAME_FULL_TEXT_TOKENIZER = "Tokenizer";
+    public static final String FIELD_NAME_FULL_TEXT_FILTER_PIPELINE = "FullTextFilterPipeline";
+    public static final String FIELD_NAME_FULL_TEXT_STOPWORD_LIST = "StopwordList";
+    public static final String FIELD_NAME_FULL_TEXT_STEMMER_LANGUAGE = "Language";
 
     //---------------------------------- Record Types Creation ----------------------------------//
     //--------------------------------------- Properties ----------------------------------------//
@@ -510,6 +526,41 @@
             //IsOpen?
             true);
 
+    //---------------------------------- FullText Config and Filter -------------------------//
+    public static final int FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX = 0;
+
+    // FullText Config
+    public static final int FULL_TEXT_ARECORD_CONFIG_NAME_FIELD_INDEX = 1;
+    public static final int FULL_TEXT_ARECORD_CONFIG_TOKENIZER_FIELD_INDEX = 2;
+    public static final int FULL_TEXT_ARECORD_FILTER_PIPELINE_FIELD_INDEX = 3;
+
+    // FullText Filter
+    public static final int FULL_TEXT_ARECORD_FILTER_NAME_FIELD_INDEX = 1;
+    public static final int FULL_TEXT_ARECORD_FILTER_TYPE_FIELD_INDEX = 2;
+
+    // Stopword Filter
+    public static final int FULLTEXT_ENTITY_ARECORD_STOPWORD_LIST_FIELD_INDEX = 3;
+
+    // Stemmer Filter
+    public static final int FULLTEXT_ENTITY_ARECORD_STEMMER_LANGUAGE_FIELD_INDEX = 3;
+
+    public static final String RECORD_NAME_FULL_TEXT_CONFIG = "FullTextConfigRecordType";
+    public static final ARecordType FULL_TEXT_CONFIG_RECORDTYPE = createRecordType(RECORD_NAME_FULL_TEXT_CONFIG,
+            new String[] { FIELD_NAME_DATAVERSE_NAME, FIELD_NAME_FULL_TEXT_CONFIG_NAME, FIELD_NAME_FULL_TEXT_TOKENIZER,
+                    FIELD_NAME_FULL_TEXT_FILTER_PIPELINE },
+            new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING, AUnionType.createNullableType(BuiltinType.ASTRING),
+                    AUnionType
+                            .createNullableType(new AOrderedListType(BuiltinType.ASTRING, "FullTextFilterPipeline")) },
+            true);
+
+    public static final String RECORD_NAME_FULL_TEXT_FILTER = "FullTextFilterRecordType";
+    // Different filters may have different fields, e.g.
+    // stopwords filter has the stopwords list, so this type is OPEN
+    public static final ARecordType FULL_TEXT_FILTER_RECORDTYPE = createRecordType(RECORD_NAME_FULL_TEXT_FILTER,
+            new String[] { FIELD_NAME_DATAVERSE_NAME, FIELD_NAME_FULL_TEXT_FILTER_NAME,
+                    FIELD_NAME_FULL_TEXT_FILTER_TYPE },
+            new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING, BuiltinType.ASTRING }, true);
+
     // private members
     private MetadataRecordTypes() {
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ArrayBTreeResourceFactoryProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ArrayBTreeResourceFactoryProvider.java
new file mode 100644
index 0000000..c0bdc75
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ArrayBTreeResourceFactoryProvider.java
@@ -0,0 +1,186 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.metadata.declared;
+
+import java.util.Map;
+
+import org.apache.asterix.common.config.DatasetConfig.DatasetType;
+import org.apache.asterix.common.context.AsterixVirtualBufferCacheProvider;
+import org.apache.asterix.common.context.IStorageComponentProvider;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
+import org.apache.asterix.metadata.api.IResourceFactoryProvider;
+import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.utils.ArrayIndexUtil;
+import org.apache.asterix.metadata.utils.IndexUtil;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.api.compression.ICompressorDecompressorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.lsm.btree.dataflow.LSMBTreeLocalResourceFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMPageWriteCallbackFactory;
+import org.apache.hyracks.storage.common.IResourceFactory;
+import org.apache.hyracks.storage.common.IStorageManager;
+import org.apache.hyracks.storage.common.compression.NoOpCompressorDecompressorFactory;
+
+public class ArrayBTreeResourceFactoryProvider implements IResourceFactoryProvider {
+
+    public static final ArrayBTreeResourceFactoryProvider INSTANCE = new ArrayBTreeResourceFactoryProvider();
+
+    private ArrayBTreeResourceFactoryProvider() {
+    }
+
+    @Override
+    public IResourceFactory getResourceFactory(MetadataProvider mdProvider, Dataset dataset, Index index,
+            ARecordType recordType, ARecordType metaType, ILSMMergePolicyFactory mergePolicyFactory,
+            Map<String, String> mergePolicyProperties, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories) throws AlgebricksException {
+        int[] filterFields = IndexUtil.getFilterFields(dataset, index, filterTypeTraits);
+        int[] btreeFields = IndexUtil.getBtreeFieldsIfFiltered(dataset, index);
+        IStorageComponentProvider storageComponentProvider = mdProvider.getStorageComponentProvider();
+        ITypeTraitProvider typeTraitProvider = storageComponentProvider.getTypeTraitProvider();
+        ITypeTraits[] typeTraits = getTypeTraits(mdProvider, dataset, index, recordType, metaType);
+        IBinaryComparatorFactory[] cmpFactories = getCmpFactories(mdProvider, dataset, index, recordType, metaType);
+        double bloomFilterFalsePositiveRate = mdProvider.getStorageProperties().getBloomFilterFalsePositiveRate();
+        ILSMOperationTrackerFactory opTrackerFactory = dataset.getIndexOperationTrackerFactory(index);
+        ILSMIOOperationCallbackFactory ioOpCallbackFactory = dataset.getIoOperationCallbackFactory(index);
+        ILSMPageWriteCallbackFactory pageWriteCallbackFactory = dataset.getPageWriteCallbackFactory();
+        IStorageManager storageManager = storageComponentProvider.getStorageManager();
+        IMetadataPageManagerFactory metadataPageManagerFactory =
+                storageComponentProvider.getMetadataPageManagerFactory();
+        ILSMIOOperationSchedulerProvider ioSchedulerProvider =
+                storageComponentProvider.getIoOperationSchedulerProvider();
+        switch (dataset.getDatasetType()) {
+            case EXTERNAL:
+                throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                        "Array indexes are not " + "supported for external datasets.");
+            case INTERNAL:
+                AsterixVirtualBufferCacheProvider vbcProvider =
+                        new AsterixVirtualBufferCacheProvider(dataset.getDatasetId());
+
+                final ICompressorDecompressorFactory compDecompFactory;
+                if (index.isPrimaryIndex()) {
+                    throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                            "Array indexes cannot be " + "primary indexes.");
+                } else {
+                    compDecompFactory = NoOpCompressorDecompressorFactory.INSTANCE;
+                }
+
+                return new LSMBTreeLocalResourceFactory(storageManager, typeTraits, cmpFactories, filterTypeTraits,
+                        filterCmpFactories, filterFields, opTrackerFactory, ioOpCallbackFactory,
+                        pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
+                        mergePolicyFactory, mergePolicyProperties, true, null, bloomFilterFalsePositiveRate,
+                        index.isPrimaryIndex(), btreeFields, compDecompFactory, false,
+                        typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_DATASET_TYPE,
+                        dataset.getDatasetType().toString());
+        }
+    }
+
+    private static ITypeTraits[] getTypeTraits(MetadataProvider metadataProvider, Dataset dataset, Index index,
+            ARecordType recordType, ARecordType metaType) throws AlgebricksException {
+        ITypeTraits[] primaryTypeTraits = dataset.getPrimaryTypeTraits(metadataProvider, recordType, metaType);
+        if (index.isPrimaryIndex()) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                    "Array indexes cannot be " + "primary indexes.");
+        } else if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                    "Array indexes are not " + "supported for external datasets.");
+        }
+        ITypeTraitProvider typeTraitProvider = metadataProvider.getStorageComponentProvider().getTypeTraitProvider();
+        int numPrimaryKeys = dataset.getPrimaryKeys().size();
+        ITypeTraits[] secondaryTypeTraits;
+        Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys =
+                arrayIndexDetails.getElementList().stream().map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+        secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
+        int secondaryTypeTraitPos = 0;
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            ARecordType sourceType;
+            if (e.getSourceIndicator() == 0) {
+                sourceType = recordType;
+            } else {
+                sourceType = metaType;
+            }
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                Pair<IAType, Boolean> keyTypePair = ArrayIndexUtil.getNonNullableOpenFieldType(e.getTypeList().get(i),
+                        e.getUnnestList(), e.getProjectList().get(i), sourceType);
+                IAType keyType = keyTypePair.first;
+                secondaryTypeTraits[secondaryTypeTraitPos++] = typeTraitProvider.getTypeTrait(keyType);
+            }
+        }
+        // Add serializers and comparators for primary index fields.
+        System.arraycopy(primaryTypeTraits, 0, secondaryTypeTraits, numSecondaryKeys, numPrimaryKeys);
+        return secondaryTypeTraits;
+    }
+
+    private static IBinaryComparatorFactory[] getCmpFactories(MetadataProvider metadataProvider, Dataset dataset,
+            Index index, ARecordType recordType, ARecordType metaType) throws AlgebricksException {
+        IBinaryComparatorFactory[] primaryCmpFactories =
+                dataset.getPrimaryComparatorFactories(metadataProvider, recordType, metaType);
+        if (index.isPrimaryIndex()) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                    "Array indexes cannot be " + "primary indexes.");
+        } else if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                    "Array indexes are not " + "supported for external datasets.");
+        }
+        Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys =
+                arrayIndexDetails.getElementList().stream().map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+        int numPrimaryKeys = dataset.getPrimaryKeys().size();
+        IBinaryComparatorFactoryProvider cmpFactoryProvider =
+                metadataProvider.getStorageComponentProvider().getComparatorFactoryProvider();
+        IBinaryComparatorFactory[] secondaryCmpFactories =
+                new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
+        int secondaryCmpFactoriesPos = 0;
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            ARecordType sourceType;
+            if (e.getSourceIndicator() == 0) {
+                sourceType = recordType;
+            } else {
+                sourceType = metaType;
+            }
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                Pair<IAType, Boolean> keyTypePair = ArrayIndexUtil.getNonNullableOpenFieldType(e.getTypeList().get(i),
+                        e.getUnnestList(), e.getProjectList().get(i), sourceType);
+                IAType keyType = keyTypePair.first;
+                secondaryCmpFactories[secondaryCmpFactoriesPos++] =
+                        cmpFactoryProvider.getBinaryComparatorFactory(keyType, true);
+            }
+        }
+        // Add serializers and comparators for primary index fields.
+        System.arraycopy(primaryCmpFactories, 0, secondaryCmpFactories, numSecondaryKeys, numPrimaryKeys);
+        return secondaryCmpFactories;
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/BTreeResourceFactoryProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/BTreeResourceFactoryProvider.java
index 0ffdedc..168b56e 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/BTreeResourceFactoryProvider.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/BTreeResourceFactoryProvider.java
@@ -22,18 +22,19 @@
 import java.util.Map;
 
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
-import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.context.AsterixVirtualBufferCacheProvider;
 import org.apache.asterix.common.context.IStorageComponentProvider;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.external.indexing.FilesIndexDescription;
 import org.apache.asterix.external.indexing.IndexingConstants;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
 import org.apache.asterix.metadata.api.IResourceFactoryProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.utils.IndexUtil;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
@@ -83,6 +84,7 @@
         ILSMIOOperationSchedulerProvider ioSchedulerProvider =
                 storageComponentProvider.getIoOperationSchedulerProvider();
         boolean hasBloomFilter = bloomFilterFields != null;
+        ITypeTraitProvider typeTraitProvider = mdProvider.getDataFormat().getTypeTraitProvider();
         switch (dataset.getDatasetType()) {
             case EXTERNAL:
                 return index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))
@@ -90,12 +92,14 @@
                                 filterTypeTraits, filterCmpFactories, filterFields, opTrackerFactory,
                                 ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
                                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, true, bloomFilterFields,
-                                bloomFilterFalsePositiveRate, false, btreeFields, hasBloomFilter)
+                                bloomFilterFalsePositiveRate, false, btreeFields, hasBloomFilter,
+                                typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE)
                         : new ExternalBTreeWithBuddyLocalResourceFactory(storageManager, typeTraits, cmpFactories,
                                 filterTypeTraits, filterCmpFactories, filterFields, opTrackerFactory,
                                 ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
                                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, true, bloomFilterFields,
-                                bloomFilterFalsePositiveRate, false, btreeFields, hasBloomFilter);
+                                bloomFilterFalsePositiveRate, false, btreeFields, hasBloomFilter,
+                                typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
             case INTERNAL:
                 AsterixVirtualBufferCacheProvider vbcProvider =
                         new AsterixVirtualBufferCacheProvider(dataset.getDatasetId());
@@ -113,7 +117,7 @@
                         pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
                         mergePolicyFactory, mergePolicyProperties, true, bloomFilterFields,
                         bloomFilterFalsePositiveRate, index.isPrimaryIndex(), btreeFields, compDecompFactory,
-                        hasBloomFilter);
+                        hasBloomFilter, typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
             default:
                 throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_DATASET_TYPE,
                         dataset.getDatasetType().toString());
@@ -129,20 +133,21 @@
                 && index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
             return FilesIndexDescription.EXTERNAL_FILE_INDEX_TYPE_TRAITS;
         }
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         ITypeTraitProvider typeTraitProvider = metadataProvider.getStorageComponentProvider().getTypeTraitProvider();
         ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = recordType;
             } else {
                 sourceType = metaType;
             }
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(i), indexDetails.getKeyFieldNames().get(i), sourceType);
             IAType keyType = keyTypePair.first;
             secondaryTypeTraits[i] = typeTraitProvider.getTypeTrait(keyType);
         }
@@ -163,22 +168,23 @@
                 && index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
             return FilesIndexDescription.FILES_INDEX_COMP_FACTORIES;
         }
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IBinaryComparatorFactoryProvider cmpFactoryProvider =
                 metadataProvider.getStorageComponentProvider().getComparatorFactoryProvider();
         IBinaryComparatorFactory[] secondaryCmpFactories =
                 new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = recordType;
             } else {
                 sourceType = metaType;
             }
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(i), indexDetails.getKeyFieldNames().get(i), sourceType);
             IAType keyType = keyTypePair.first;
             secondaryCmpFactories[i] = cmpFactoryProvider.getBinaryComparatorFactory(keyType, true);
         }
@@ -193,23 +199,34 @@
         // both the Primary index and the Primary Key index have bloom filters
         if (index.isPrimaryIndex() || index.isPrimaryKeyIndex()) {
             return dataset.getPrimaryBloomFilterFields();
-        } else if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
+        }
+        if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
             if (index.getIndexName().equals(IndexingConstants.getFilesIndexName(dataset.getDatasetName()))) {
                 return FilesIndexDescription.BLOOM_FILTER_FIELDS;
             } else {
-                return new int[] { index.getKeyFieldNames().size() };
+                Index.ValueIndexDetails indexDetails = ((Index.ValueIndexDetails) index.getIndexDetails());
+                return new int[] { indexDetails.getKeyFieldNames().size() };
             }
-        } else if (index.getIndexType() == IndexType.BTREE || index.getIndexType() == IndexType.RTREE) {
-            // secondary btrees and rtrees do not have bloom filters
-            return null;
-        } else {
-            // inverted indexes have bloom filters on deleted-key btrees
-            int numKeys = index.getKeyFieldNames().size();
-            int[] bloomFilterKeyFields = new int[numKeys];
-            for (int i = 0; i < numKeys; i++) {
-                bloomFilterKeyFields[i] = i;
-            }
-            return bloomFilterKeyFields;
+        }
+        switch (index.getIndexType()) {
+            case BTREE:
+            case RTREE:
+                // secondary btrees and rtrees do not have bloom filters
+                return null;
+            case LENGTH_PARTITIONED_NGRAM_INVIX:
+            case LENGTH_PARTITIONED_WORD_INVIX:
+            case SINGLE_PARTITION_NGRAM_INVIX:
+            case SINGLE_PARTITION_WORD_INVIX:
+                // inverted indexes have bloom filters on deleted-key btrees
+                int numKeys = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
+                int[] bloomFilterKeyFields = new int[numKeys];
+                for (int i = 0; i < numKeys; i++) {
+                    bloomFilterKeyFields[i] = i;
+                }
+                return bloomFilterKeyFields;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                        String.valueOf(index.getIndexType()));
         }
     }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/DatasetDataSource.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/DatasetDataSource.java
index 17f91b4..1d82b19 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/DatasetDataSource.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/DatasetDataSource.java
@@ -20,6 +20,7 @@
 
 import static org.apache.asterix.external.util.ExternalDataConstants.KEY_EXTERNAL_SCAN_BUFFER_SIZE;
 
+import java.io.IOException;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -27,6 +28,7 @@
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.external.api.ITypedAdapterFactory;
+import org.apache.asterix.external.util.ExternalDataUtils;
 import org.apache.asterix.metadata.IDatasetDetails;
 import org.apache.asterix.metadata.MetadataManager;
 import org.apache.asterix.metadata.entities.Dataset;
@@ -36,6 +38,7 @@
 import org.apache.asterix.metadata.utils.KeyFieldTypeUtil;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.projection.DataProjectionInfo;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
@@ -114,7 +117,7 @@
                 ExternalDatasetDetails edd = (ExternalDatasetDetails) externalDataset.getDatasetDetails();
                 PhysicalOptimizationConfig physicalOptimizationConfig = context.getPhysicalOptimizationConfig();
                 int externalScanBufferSize = physicalOptimizationConfig.getExternalScanBufferSize();
-                Map<String, String> properties = addProjectionInfo(projectionInfo, edd.getProperties());
+                Map<String, String> properties = addExternalProjectionInfo(projectionInfo, edd.getProperties());
                 properties.put(KEY_EXTERNAL_SCAN_BUFFER_SIZE, String.valueOf(externalScanBufferSize));
                 ITypedAdapterFactory adapterFactory = metadataProvider.getConfiguredAdapterFactory(externalDataset,
                         edd.getAdapter(), properties, (ARecordType) itemType, null, context.getWarningCollector());
@@ -129,22 +132,27 @@
 
                 int[] minFilterFieldIndexes = createFilterIndexes(minFilterVars, opSchema);
                 int[] maxFilterFieldIndexes = createFilterIndexes(maxFilterVars, opSchema);
-                return metadataProvider.buildBtreeRuntime(jobSpec, opSchema, typeEnv, context, true, false,
+                return metadataProvider.buildBtreeRuntime(jobSpec, opSchema, typeEnv, context, true, false, null,
                         ((DatasetDataSource) dataSource).getDataset(), primaryIndex.getIndexName(), null, null, true,
-                        true, false, minFilterFieldIndexes, maxFilterFieldIndexes, tupleFilterFactory, outputLimit,
-                        false, false);
+                        true, false, null, minFilterFieldIndexes, maxFilterFieldIndexes, tupleFilterFactory,
+                        outputLimit, false, false);
             default:
                 throw new AlgebricksException("Unknown datasource type");
         }
     }
 
-    private Map<String, String> addProjectionInfo(IProjectionInfo<?> projectionInfo, Map<String, String> properties) {
+    private Map<String, String> addExternalProjectionInfo(IProjectionInfo<?> projectionInfo,
+            Map<String, String> properties) {
         Map<String, String> propertiesCopy = properties;
         if (projectionInfo != null) {
             //properties could be cached and reused, so we make a copy per query
             propertiesCopy = new HashMap<>(properties);
-            ExternalDataProjectionInfo fieldNamesInfo = (ExternalDataProjectionInfo) projectionInfo;
-            fieldNamesInfo.addToProperties(propertiesCopy);
+            try {
+                DataProjectionInfo externalProjectionInfo = (DataProjectionInfo) projectionInfo;
+                ExternalDataUtils.setExternalDataProjectionInfo(externalProjectionInfo, propertiesCopy);
+            } catch (IOException e) {
+                throw new IllegalStateException(e);
+            }
         }
         return propertiesCopy;
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ExternalDataProjectionInfo.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ExternalDataProjectionInfo.java
deleted file mode 100644
index fcbf522..0000000
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/ExternalDataProjectionInfo.java
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.metadata.declared;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-
-import org.apache.asterix.external.util.ExternalDataConstants;
-import org.apache.hyracks.algebricks.core.algebra.metadata.IProjectionInfo;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-
-public class ExternalDataProjectionInfo implements IProjectionInfo<List<String>> {
-    private final List<List<String>> projectedFieldNames;
-
-    public ExternalDataProjectionInfo() {
-        projectedFieldNames = new ArrayList<>();
-    }
-
-    private ExternalDataProjectionInfo(List<List<String>> projectedFieldNames) {
-        this.projectedFieldNames = new ArrayList<>();
-        for (List<String> path : projectedFieldNames) {
-            List<String> newPath = new ArrayList<>(path);
-            this.projectedFieldNames.add(newPath);
-        }
-    }
-
-    @Override
-    public List<List<String>> getProjectionInfo() {
-        return projectedFieldNames;
-    }
-
-    @Override
-    public IProjectionInfo<List<String>> createCopy() {
-        return new ExternalDataProjectionInfo(projectedFieldNames);
-    }
-
-    @Override
-    public boolean equals(Object other) {
-        if (!(other instanceof ExternalDataProjectionInfo)) {
-            return false;
-        }
-        List<List<String>> otherProjectedFieldNames = ((ExternalDataProjectionInfo) other).projectedFieldNames;
-        return projectedFieldNames.size() == otherProjectedFieldNames.size()
-                && VariableUtilities.varListEqualUnordered(projectedFieldNames, otherProjectedFieldNames);
-    }
-
-    public String toString() {
-        if (projectedFieldNames.isEmpty()) {
-            return "";
-        }
-        final StringBuilder fieldNamesBuilder = new StringBuilder();
-        append(fieldNamesBuilder);
-        return fieldNamesBuilder.toString();
-    }
-
-    /**
-     * Append projected field names to the external dataset properties
-     */
-    public void addToProperties(Map<String, String> properties) {
-        final String pushedFieldNames = toString();
-        if (!pushedFieldNames.isEmpty()) {
-            properties.put(ExternalDataConstants.KEY_REQUESTED_FIELDS, toString());
-        }
-    }
-
-    private void append(StringBuilder builder) {
-        appendFieldNames(projectedFieldNames.get(0), builder);
-        for (int i = 1; i < projectedFieldNames.size(); i++) {
-            builder.append(", ");
-            appendFieldNames(projectedFieldNames.get(i), builder);
-        }
-    }
-
-    private void appendFieldNames(List<String> fieldNames, StringBuilder builder) {
-        builder.append(fieldNames.get(0));
-        for (int i = 1; i < fieldNames.size(); i++) {
-            builder.append('.').append(fieldNames.get(i));
-        }
-    }
-
-}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataManagerUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataManagerUtil.java
index 3c02a4f..ee629b1 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataManagerUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataManagerUtil.java
@@ -18,14 +18,13 @@
  */
 package org.apache.asterix.metadata.declared;
 
-import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
 import static org.apache.asterix.common.utils.IdentifierUtil.dataverse;
 
 import java.util.ArrayList;
 import java.util.List;
 
 import org.apache.asterix.common.cluster.IClusterStateManager;
-import org.apache.asterix.common.config.DatasetConfig.DatasetType;
+import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.metadata.DataverseName;
@@ -37,6 +36,8 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.NodeGroup;
 import org.apache.asterix.metadata.entities.Synonym;
@@ -47,6 +48,8 @@
 import org.apache.hyracks.algebricks.core.algebra.properties.DefaultNodeGroupDomain;
 import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
 
+import com.google.common.base.Strings;
+
 public class MetadataManagerUtil {
 
     private MetadataManagerUtil() {
@@ -99,17 +102,25 @@
         return adapter;
     }
 
-    public static Dataset findDataset(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName, String dataset)
-            throws AlgebricksException {
-        return MetadataManager.INSTANCE.getDataset(mdTxnCtx, dataverseName, dataset);
+    public static Dataset findDataset(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
+            String datasetName, boolean includingViews) throws AlgebricksException {
+        Dataset dataset = MetadataManager.INSTANCE.getDataset(mdTxnCtx, dataverseName, datasetName);
+        if (!includingViews && dataset != null && dataset.getDatasetType() == DatasetConfig.DatasetType.VIEW) {
+            return null;
+        }
+        return dataset;
+    }
+
+    public static Dataset findDataset(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
+            String datasetName) throws AlgebricksException {
+        return findDataset(mdTxnCtx, dataverseName, datasetName, false);
     }
 
     public static Dataset findExistingDataset(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
             String datasetName) throws AlgebricksException {
         Dataset dataset = findDataset(mdTxnCtx, dataverseName, datasetName);
         if (dataset == null) {
-            throw new AlgebricksException(
-                    "Unknown " + dataset() + " " + datasetName + " in " + dataverse() + " " + dataverseName);
+            throw new AsterixException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, datasetName, dataverseName);
         }
         return dataset;
     }
@@ -152,6 +163,21 @@
         return MetadataManager.INSTANCE.getSynonym(mdTxnCtx, dataverseName, synonymName);
     }
 
+    public static FullTextConfigMetadataEntity findFullTextConfigDescriptor(MetadataTransactionContext mdTxnCtx,
+            DataverseName dataverseName, String ftConfigName) throws AlgebricksException {
+        // If the config name is null, then the default config will be returned
+        if (Strings.isNullOrEmpty(ftConfigName)) {
+            return FullTextConfigMetadataEntity.getDefaultFullTextConfigMetadataEntity();
+        }
+
+        return MetadataManager.INSTANCE.getFullTextConfig(mdTxnCtx, dataverseName, ftConfigName);
+    }
+
+    public static FullTextFilterMetadataEntity findFullTextFilterDescriptor(MetadataTransactionContext mdTxnCtx,
+            DataverseName dataverseName, String ftFilterName) throws AlgebricksException {
+        return MetadataManager.INSTANCE.getFullTextFilter(mdTxnCtx, dataverseName, ftFilterName);
+    }
+
     public static List<Index> getDatasetIndexes(MetadataTransactionContext mdTxnCtx, DataverseName dataverseName,
             String datasetName) throws AlgebricksException {
         return MetadataManager.INSTANCE.getDatasetIndexes(mdTxnCtx, dataverseName, datasetName);
@@ -166,13 +192,25 @@
             MetadataTransactionContext mdTxnCtx, DataSourceId id) throws AlgebricksException {
         Dataset dataset = findDataset(mdTxnCtx, id.getDataverseName(), id.getDatasourceName());
         if (dataset == null) {
-            throw new AlgebricksException("Datasource with id " + id + " was not found.");
+            throw new AsterixException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, id.getDatasourceName(),
+                    id.getDataverseName());
         }
+        byte datasourceType;
+        switch (dataset.getDatasetType()) {
+            case INTERNAL:
+                datasourceType = DataSource.Type.INTERNAL_DATASET;
+                break;
+            case EXTERNAL:
+                datasourceType = DataSource.Type.EXTERNAL_DATASET;
+                break;
+            default:
+                throw new AsterixException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, id.getDatasourceName(),
+                        id.getDataverseName());
+        }
+
         IAType itemType = findType(mdTxnCtx, dataset.getItemTypeDataverseName(), dataset.getItemTypeName());
         IAType metaItemType = findType(mdTxnCtx, dataset.getMetaItemTypeDataverseName(), dataset.getMetaItemTypeName());
         INodeDomain domain = findNodeDomain(clusterStateManager, mdTxnCtx, dataset.getNodeGroupName());
-        byte datasourceType = dataset.getDatasetType().equals(DatasetType.EXTERNAL) ? DataSource.Type.EXTERNAL_DATASET
-                : DataSource.Type.INTERNAL_DATASET;
         return new DatasetDataSource(id, dataset, itemType, metaItemType, datasourceType, dataset.getDatasetDetails(),
                 domain);
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataProvider.java
index f18992f..4cc83ab 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataProvider.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/declared/MetadataProvider.java
@@ -20,7 +20,6 @@
 
 import static org.apache.asterix.common.api.IIdentifierMapper.Modifier.PLURAL;
 import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
-import static org.apache.asterix.common.utils.IdentifierUtil.dataverse;
 import static org.apache.asterix.metadata.utils.MetadataConstants.METADATA_OBJECT_NAME_INVALID_CHARS;
 
 import java.io.File;
@@ -69,8 +68,7 @@
 import org.apache.asterix.external.provider.AdapterFactoryProvider;
 import org.apache.asterix.external.util.ExternalDataConstants;
 import org.apache.asterix.formats.base.IDataFormat;
-import org.apache.asterix.formats.nontagged.BinaryBooleanInspector;
-import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
+import org.apache.asterix.formats.nontagged.BinaryIntegerInspector;
 import org.apache.asterix.formats.nontagged.LinearizeComparatorFactoryProvider;
 import org.apache.asterix.formats.nontagged.TypeTraitProvider;
 import org.apache.asterix.metadata.MetadataManager;
@@ -86,12 +84,15 @@
 import org.apache.asterix.metadata.entities.Feed;
 import org.apache.asterix.metadata.entities.FeedConnection;
 import org.apache.asterix.metadata.entities.FeedPolicyEntity;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.Synonym;
 import org.apache.asterix.metadata.feeds.FeedMetadataUtil;
 import org.apache.asterix.metadata.lock.ExternalDatasetsRegistry;
 import org.apache.asterix.metadata.utils.DatasetUtil;
+import org.apache.asterix.metadata.utils.FullTextUtil;
 import org.apache.asterix.metadata.utils.MetadataConstants;
 import org.apache.asterix.metadata.utils.SplitsAndConstraintsUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
@@ -106,7 +107,9 @@
 import org.apache.asterix.runtime.operators.LSMIndexBulkLoadOperatorDescriptor;
 import org.apache.asterix.runtime.operators.LSMIndexBulkLoadOperatorDescriptor.BulkLoadUsage;
 import org.apache.asterix.runtime.operators.LSMPrimaryInsertOperatorDescriptor;
+import org.apache.asterix.runtime.operators.LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor;
 import org.apache.asterix.runtime.operators.LSMSecondaryUpsertOperatorDescriptor;
+import org.apache.asterix.runtime.operators.LSMSecondaryUpsertWithNestedPlanOperatorDescriptor;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -131,11 +134,11 @@
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
 import org.apache.hyracks.algebricks.data.IResultSerializerFactoryProvider;
 import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
 import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.algebricks.runtime.operators.std.SinkWriterRuntimeFactory;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
-import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.IResultSerializerFactory;
@@ -162,6 +165,7 @@
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
 import org.apache.hyracks.storage.am.lsm.btree.dataflow.LSMBTreeBatchPointSearchOperatorDescriptor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
 import org.apache.hyracks.storage.common.IStorageManager;
@@ -353,13 +357,18 @@
     }
 
     public Dataset findDataset(DataverseName dataverseName, String datasetName) throws AlgebricksException {
+        return findDataset(dataverseName, datasetName, false);
+    }
+
+    public Dataset findDataset(DataverseName dataverseName, String datasetName, boolean includingViews)
+            throws AlgebricksException {
         DataverseName dvName = getActiveDataverseName(dataverseName);
         if (dvName == null) {
             return null;
         }
         appCtx.getMetadataLockManager().acquireDataverseReadLock(locks, dvName);
         appCtx.getMetadataLockManager().acquireDatasetReadLock(locks, dvName, datasetName);
-        return MetadataManagerUtil.findDataset(mdTxnCtx, dvName, datasetName);
+        return MetadataManagerUtil.findDataset(mdTxnCtx, dvName, datasetName, includingViews);
     }
 
     public INodeDomain findNodeDomain(String nodeGroupName) throws AlgebricksException {
@@ -429,13 +438,13 @@
     }
 
     public Triple<DataverseName, String, Boolean> resolveDatasetNameUsingSynonyms(DataverseName dataverseName,
-            String datasetName) throws AlgebricksException {
+            String datasetName, boolean includingViews) throws AlgebricksException {
         DataverseName dvName = getActiveDataverseName(dataverseName);
         if (dvName == null) {
             return null;
         }
         Synonym synonym = null;
-        while (MetadataManagerUtil.findDataset(mdTxnCtx, dvName, datasetName) == null) {
+        while (MetadataManagerUtil.findDataset(mdTxnCtx, dvName, datasetName, includingViews) == null) {
             synonym = findSynonym(dvName, datasetName);
             if (synonym == null) {
                 return null;
@@ -450,6 +459,16 @@
         return MetadataManagerUtil.findSynonym(mdTxnCtx, dataverseName, synonymName);
     }
 
+    public FullTextConfigMetadataEntity findFullTextConfig(DataverseName dataverseName, String ftConfigName)
+            throws AlgebricksException {
+        return MetadataManagerUtil.findFullTextConfigDescriptor(mdTxnCtx, dataverseName, ftConfigName);
+    }
+
+    public FullTextFilterMetadataEntity findFullTextFilter(DataverseName dataverseName, String ftFilterName)
+            throws AlgebricksException {
+        return MetadataManagerUtil.findFullTextFilterDescriptor(mdTxnCtx, dataverseName, ftFilterName);
+    }
+
     @Override
     public IFunctionInfo lookupFunction(FunctionIdentifier fid) {
         return BuiltinFunctions.getBuiltinFunctionInfo(fid);
@@ -519,8 +538,9 @@
 
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildBtreeRuntime(JobSpecification jobSpec,
             IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv, JobGenContext context, boolean retainInput,
-            boolean retainMissing, Dataset dataset, String indexName, int[] lowKeyFields, int[] highKeyFields,
-            boolean lowKeyInclusive, boolean highKeyInclusive, boolean propagateFilter, int[] minFilterFieldIndexes,
+            boolean retainMissing, IMissingWriterFactory nonMatchWriterFactory, Dataset dataset, String indexName,
+            int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
+            boolean propagateFilter, IMissingWriterFactory nonFilterWriterFactory, int[] minFilterFieldIndexes,
             int[] maxFilterFieldIndexes, ITupleFilterFactory tupleFilterFactory, long outputLimit,
             boolean isIndexOnlyPlan, boolean isPrimaryIndexPointSearch) throws AlgebricksException {
         boolean isSecondary = true;
@@ -531,6 +551,21 @@
         }
         Index theIndex = isSecondary ? MetadataManager.INSTANCE.getIndex(mdTxnCtx, dataset.getDataverseName(),
                 dataset.getDatasetName(), indexName) : primaryIndex;
+
+        int numSecondaryKeys;
+        switch (theIndex.getIndexType()) {
+            case ARRAY:
+                numSecondaryKeys = ((Index.ArrayIndexDetails) theIndex.getIndexDetails()).getElementList().stream()
+                        .map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+                break;
+            case BTREE:
+                numSecondaryKeys = ((Index.ValueIndexDetails) theIndex.getIndexDetails()).getKeyFieldNames().size();
+                break;
+            default:
+                throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                        theIndex.getIndexType().toString());
+        }
+
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
         RecordDescriptor outputRecDesc = JobGenHelper.mkRecordDescriptor(typeEnv, opSchema, context);
         Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc =
@@ -545,7 +580,6 @@
         byte[] failValueForIndexOnlyPlan = null;
         boolean proceedIndexOnlyPlan = isIndexOnlyPlan && isSecondary;
         if (proceedIndexOnlyPlan) {
-            int numSecondaryKeys = theIndex.getKeyFieldNames().size();
             primaryKeyFieldsInSecondaryIndex = new int[numPrimaryKeys];
             for (int i = 0; i < numPrimaryKeys; i++) {
                 primaryKeyFieldsInSecondaryIndex[i] = i + numSecondaryKeys;
@@ -566,27 +600,28 @@
             btreeSearchOp = !isSecondary && isPrimaryIndexPointSearch
                     ? new LSMBTreeBatchPointSearchOperatorDescriptor(jobSpec, outputRecDesc, lowKeyFields,
                             highKeyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput,
-                            retainMissing, context.getMissingWriterFactory(), searchCallbackFactory,
-                            minFilterFieldIndexes, maxFilterFieldIndexes, tupleFilterFactory, outputLimit)
+                            retainMissing, nonMatchWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
+                            maxFilterFieldIndexes, tupleFilterFactory, outputLimit)
                     : new BTreeSearchOperatorDescriptor(jobSpec, outputRecDesc, lowKeyFields, highKeyFields,
                             lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput, retainMissing,
-                            context.getMissingWriterFactory(), searchCallbackFactory, minFilterFieldIndexes,
-                            maxFilterFieldIndexes, propagateFilter, tupleFilterFactory, outputLimit,
+                            nonMatchWriterFactory, searchCallbackFactory, minFilterFieldIndexes, maxFilterFieldIndexes,
+                            propagateFilter, nonFilterWriterFactory, tupleFilterFactory, outputLimit,
                             proceedIndexOnlyPlan, failValueForIndexOnlyPlan, successValueForIndexOnlyPlan);
         } else {
             btreeSearchOp = new ExternalBTreeSearchOperatorDescriptor(jobSpec, outputRecDesc, lowKeyFields,
                     highKeyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput, retainMissing,
-                    context.getMissingWriterFactory(), searchCallbackFactory, minFilterFieldIndexes,
-                    maxFilterFieldIndexes, ExternalDatasetsRegistry.INSTANCE.getAndLockDatasetVersion(dataset, this));
+                    nonMatchWriterFactory, searchCallbackFactory, minFilterFieldIndexes, maxFilterFieldIndexes,
+                    ExternalDatasetsRegistry.INSTANCE.getAndLockDatasetVersion(dataset, this));
         }
         return new Pair<>(btreeSearchOp, spPc.second);
     }
 
     public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildRtreeRuntime(JobSpecification jobSpec,
             List<LogicalVariable> outputVars, IOperatorSchema opSchema, IVariableTypeEnvironment typeEnv,
-            JobGenContext context, boolean retainInput, boolean retainMissing, Dataset dataset, String indexName,
-            int[] keyFields, boolean propagateFilter, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes,
-            boolean isIndexOnlyPlan) throws AlgebricksException {
+            JobGenContext context, boolean retainInput, boolean retainMissing,
+            IMissingWriterFactory nonMatchWriterFactory, Dataset dataset, String indexName, int[] keyFields,
+            boolean propagateFilter, IMissingWriterFactory nonFilterWriterFactory, int[] minFilterFieldIndexes,
+            int[] maxFilterFieldIndexes, boolean isIndexOnlyPlan) throws AlgebricksException {
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
         Index secondaryIndex = MetadataManager.INSTANCE.getIndex(mdTxnCtx, dataset.getDataverseName(),
                 dataset.getDatasetName(), indexName);
@@ -594,6 +629,7 @@
             throw new AlgebricksException("Code generation error: no index " + indexName + " for " + dataset() + " "
                     + dataset.getDatasetName());
         }
+        Index.ValueIndexDetails secondaryIndexDetails = (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
         RecordDescriptor outputRecDesc = JobGenHelper.mkRecordDescriptor(typeEnv, opSchema, context);
         Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc =
                 getSplitProviderAndConstraints(dataset, secondaryIndex.getIndexName());
@@ -607,10 +643,10 @@
         byte[] failValueForIndexOnlyPlan = null;
         if (isIndexOnlyPlan) {
             ARecordType recType = (ARecordType) findType(dataset.getItemTypeDataverseName(), dataset.getItemTypeName());
-            List<List<String>> secondaryKeyFields = secondaryIndex.getKeyFieldNames();
-            List<IAType> secondaryKeyTypes = secondaryIndex.getKeyFieldTypes();
-            Pair<IAType, Boolean> keyTypePair =
-                    Index.getNonNullableOpenFieldType(secondaryKeyTypes.get(0), secondaryKeyFields.get(0), recType);
+            List<List<String>> secondaryKeyFields = secondaryIndexDetails.getKeyFieldNames();
+            List<IAType> secondaryKeyTypes = secondaryIndexDetails.getKeyFieldTypes();
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(secondaryIndex,
+                    secondaryKeyTypes.get(0), secondaryKeyFields.get(0), recType);
             IAType keyType = keyTypePair.first;
             int numDimensions = NonTaggedFormatUtil.getNumDimensions(keyType.getTypeTag());
             int numNestedSecondaryKeyFields = numDimensions * 2;
@@ -631,13 +667,13 @@
                 new IndexDataflowHelperFactory(storageComponentProvider.getStorageManager(), spPc.first);
         if (dataset.getDatasetType() == DatasetType.INTERNAL) {
             rtreeSearchOp = new RTreeSearchOperatorDescriptor(jobSpec, outputRecDesc, keyFields, true, true,
-                    indexDataflowHelperFactory, retainInput, retainMissing, context.getMissingWriterFactory(),
+                    indexDataflowHelperFactory, retainInput, retainMissing, nonMatchWriterFactory,
                     searchCallbackFactory, minFilterFieldIndexes, maxFilterFieldIndexes, propagateFilter,
-                    isIndexOnlyPlan, failValueForIndexOnlyPlan, successValueForIndexOnlyPlan);
+                    nonFilterWriterFactory, isIndexOnlyPlan, failValueForIndexOnlyPlan, successValueForIndexOnlyPlan);
         } else {
             // Create the operator
             rtreeSearchOp = new ExternalRTreeSearchOperatorDescriptor(jobSpec, outputRecDesc, keyFields, true, true,
-                    indexDataflowHelperFactory, retainInput, retainMissing, context.getMissingWriterFactory(),
+                    indexDataflowHelperFactory, retainInput, retainMissing, nonMatchWriterFactory,
                     searchCallbackFactory, minFilterFieldIndexes, maxFilterFieldIndexes,
                     ExternalDatasetsRegistry.INSTANCE.getAndLockDatasetVersion(dataset, this));
         }
@@ -746,10 +782,11 @@
             IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
             List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
             ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec,
-            boolean bulkload) throws AlgebricksException {
+            boolean bulkload, List<List<AlgebricksPipeline>> secondaryKeysPipelines, IOperatorSchema pipelineTopSchema)
+            throws AlgebricksException {
         return getIndexInsertOrDeleteOrUpsertRuntime(IndexOperation.INSERT, dataSourceIndex, propagatedSchema,
-                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalNonKeyFields, filterExpr, recordDesc,
-                context, spec, bulkload, null, null, null);
+                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalNonKeyFields, filterExpr, null, recordDesc,
+                context, spec, bulkload, null, null, null, secondaryKeysPipelines, pipelineTopSchema);
     }
 
     @Override
@@ -757,11 +794,12 @@
             IDataSourceIndex<String, DataSourceId> dataSourceIndex, IOperatorSchema propagatedSchema,
             IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
             List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
-            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec,
+            List<List<AlgebricksPipeline>> secondaryKeysPipelines, IOperatorSchema pipelineTopSchema)
             throws AlgebricksException {
         return getIndexInsertOrDeleteOrUpsertRuntime(IndexOperation.DELETE, dataSourceIndex, propagatedSchema,
-                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalNonKeyFields, filterExpr, recordDesc,
-                context, spec, false, null, null, null);
+                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalNonKeyFields, filterExpr, null, recordDesc,
+                context, spec, false, null, null, null, secondaryKeysPipelines, pipelineTopSchema);
     }
 
     @Override
@@ -769,12 +807,14 @@
             IDataSourceIndex<String, DataSourceId> dataSourceIndex, IOperatorSchema propagatedSchema,
             IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
             List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalFilteringKeys,
-            ILogicalExpression filterExpr, LogicalVariable upsertIndicatorVar, List<LogicalVariable> prevSecondaryKeys,
-            LogicalVariable prevAdditionalFilteringKey, RecordDescriptor recordDesc, JobGenContext context,
-            JobSpecification spec) throws AlgebricksException {
+            ILogicalExpression filterExpr, ILogicalExpression prevFilterExpr, LogicalVariable operationVar,
+            List<LogicalVariable> prevSecondaryKeys, LogicalVariable prevAdditionalFilteringKey,
+            RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec,
+            List<List<AlgebricksPipeline>> secondaryKeysPipelines) throws AlgebricksException {
         return getIndexInsertOrDeleteOrUpsertRuntime(IndexOperation.UPSERT, dataSourceIndex, propagatedSchema,
-                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, recordDesc,
-                context, spec, false, upsertIndicatorVar, prevSecondaryKeys, prevAdditionalFilteringKey);
+                inputSchemas, typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, prevFilterExpr,
+                recordDesc, context, spec, false, operationVar, prevSecondaryKeys, prevAdditionalFilteringKey,
+                secondaryKeysPipelines, null);
     }
 
     @Override
@@ -951,11 +991,11 @@
             List<LogicalVariable> primaryKeys, LogicalVariable payload, List<LogicalVariable> filterKeys,
             List<LogicalVariable> additionalNonFilterFields, RecordDescriptor recordDesc, JobGenContext context,
             JobSpecification spec) throws AlgebricksException {
+        DataverseName dataverseName = dataSource.getId().getDataverseName();
         String datasetName = dataSource.getId().getDatasourceName();
-        Dataset dataset = findDataset(dataSource.getId().getDataverseName(), datasetName);
+        Dataset dataset = findDataset(dataverseName, datasetName);
         if (dataset == null) {
-            throw new AlgebricksException("Unknown " + dataset() + " " + datasetName + " in " + dataverse() + " "
-                    + dataSource.getId().getDataverseName());
+            throw new AsterixException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, datasetName, dataverseName);
         }
         int numKeys = primaryKeys.size();
         int numFilterFields = DatasetUtil.getFilterField(dataset) == null ? 0 : 1;
@@ -1024,53 +1064,6 @@
         return new Pair<>(dataScanner, constraint);
     }
 
-    private Pair<IBinaryComparatorFactory[], ITypeTraits[]> getComparatorFactoriesAndTypeTraitsOfSecondaryBTreeIndex(
-            List<List<String>> sidxKeyFieldNames, List<IAType> sidxKeyFieldTypes, List<List<String>> pidxKeyFieldNames,
-            ARecordType recType, DatasetType dsType, boolean hasMeta, List<Integer> primaryIndexKeyIndicators,
-            List<Integer> secondaryIndexIndicators, ARecordType metaType) throws AlgebricksException {
-
-        IBinaryComparatorFactory[] comparatorFactories;
-        ITypeTraits[] typeTraits;
-        int sidxKeyFieldCount = sidxKeyFieldNames.size();
-        int pidxKeyFieldCount = pidxKeyFieldNames.size();
-        typeTraits = new ITypeTraits[sidxKeyFieldCount + pidxKeyFieldCount];
-        comparatorFactories = new IBinaryComparatorFactory[sidxKeyFieldCount + pidxKeyFieldCount];
-
-        int i = 0;
-        for (; i < sidxKeyFieldCount; ++i) {
-            Pair<IAType, Boolean> keyPairType =
-                    Index.getNonNullableOpenFieldType(sidxKeyFieldTypes.get(i), sidxKeyFieldNames.get(i),
-                            (hasMeta && secondaryIndexIndicators.get(i).intValue() == 1) ? metaType : recType);
-            IAType keyType = keyPairType.first;
-            comparatorFactories[i] = BinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType, true);
-            typeTraits[i] = TypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-        }
-
-        for (int j = 0; j < pidxKeyFieldCount; ++j, ++i) {
-            IAType keyType = null;
-            try {
-                switch (dsType) {
-                    case INTERNAL:
-                        keyType = (hasMeta && primaryIndexKeyIndicators.get(j).intValue() == 1)
-                                ? metaType.getSubFieldType(pidxKeyFieldNames.get(j))
-                                : recType.getSubFieldType(pidxKeyFieldNames.get(j));
-                        break;
-                    case EXTERNAL:
-                        keyType = IndexingConstants.getFieldType(j);
-                        break;
-                    default:
-                        throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_DATASET_TYPE, dsType.toString());
-                }
-            } catch (AsterixException e) {
-                throw new AlgebricksException(e);
-            }
-            comparatorFactories[i] = BinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType, true);
-            typeTraits[i] = TypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-        }
-
-        return new Pair<>(comparatorFactories, typeTraits);
-    }
-
     private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertOrDeleteRuntime(IndexOperation indexOp,
             IDataSource<DataSourceId> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
             LogicalVariable payload, List<LogicalVariable> additionalNonKeyFields, RecordDescriptor inputRecordDesc,
@@ -1177,9 +1170,11 @@
             IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv,
             List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalNonKeyFields, ILogicalExpression filterExpr,
-            RecordDescriptor inputRecordDesc, JobGenContext context, JobSpecification spec, boolean bulkload,
-            LogicalVariable upsertIndicatorVar, List<LogicalVariable> prevSecondaryKeys,
-            LogicalVariable prevAdditionalFilteringKey) throws AlgebricksException {
+            ILogicalExpression prevFilterExpr, RecordDescriptor inputRecordDesc, JobGenContext context,
+            JobSpecification spec, boolean bulkload, LogicalVariable operationVar,
+            List<LogicalVariable> prevSecondaryKeys, LogicalVariable prevAdditionalFilteringKey,
+            List<List<AlgebricksPipeline>> secondaryKeysPipelines, IOperatorSchema pipelineTopSchema)
+            throws AlgebricksException {
         String indexName = dataSourceIndex.getId();
         DataverseName dataverseName = dataSourceIndex.getDataSource().getId().getDataverseName();
         String datasetName = dataSourceIndex.getDataSource().getId().getDatasourceName();
@@ -1193,38 +1188,64 @@
             prevAdditionalFilteringKeys = new ArrayList<>();
             prevAdditionalFilteringKeys.add(prevAdditionalFilteringKey);
         }
-        AsterixTupleFilterFactory filterFactory = createTupleFilterFactory(inputSchemas, typeEnv, filterExpr, context);
+
+        // If we have a pipeline, then we need to pass the schema of the pipeline to the filter factory.
+        AsterixTupleFilterFactory filterFactory;
+        AsterixTupleFilterFactory prevFilterFactory;
+        if (pipelineTopSchema != null) {
+            IOperatorSchema[] schemasForFilterFactory = new IOperatorSchema[inputSchemas.length + 1];
+            System.arraycopy(inputSchemas, 0, schemasForFilterFactory, 0, inputSchemas.length);
+            schemasForFilterFactory[inputSchemas.length] = pipelineTopSchema;
+            filterFactory = createTupleFilterFactory(schemasForFilterFactory, typeEnv, filterExpr, context);
+            prevFilterFactory = createTupleFilterFactory(schemasForFilterFactory, typeEnv, prevFilterExpr, context);
+        } else {
+            filterFactory = createTupleFilterFactory(inputSchemas, typeEnv, filterExpr, context);
+            prevFilterFactory = createTupleFilterFactory(inputSchemas, typeEnv, prevFilterExpr, context);
+        }
+
         switch (secondaryIndex.getIndexType()) {
             case BTREE:
                 return getBTreeRuntime(dataverseName, datasetName, indexName, propagatedSchema, primaryKeys,
-                        secondaryKeys, additionalNonKeyFields, filterFactory, inputRecordDesc, context, spec, indexOp,
-                        bulkload, upsertIndicatorVar, prevSecondaryKeys, prevAdditionalFilteringKeys);
+                        secondaryKeys, additionalNonKeyFields, filterFactory, prevFilterFactory, inputRecordDesc,
+                        context, spec, indexOp, bulkload, operationVar, prevSecondaryKeys, prevAdditionalFilteringKeys);
+            case ARRAY:
+                if (bulkload) {
+                    // In the case of bulk-load, we do not handle any nested plans. We perform the exact same behavior
+                    // as a normal B-Tree bulk load.
+                    return getBTreeRuntime(dataverseName, datasetName, indexName, propagatedSchema, primaryKeys,
+                            secondaryKeys, additionalNonKeyFields, filterFactory, prevFilterFactory, inputRecordDesc,
+                            context, spec, indexOp, bulkload, operationVar, prevSecondaryKeys,
+                            prevAdditionalFilteringKeys);
+                } else {
+                    return getArrayIndexRuntime(dataverseName, datasetName, indexName, propagatedSchema, primaryKeys,
+                            additionalNonKeyFields, inputRecordDesc, spec, indexOp, operationVar,
+                            secondaryKeysPipelines);
+                }
             case RTREE:
                 return getRTreeRuntime(dataverseName, datasetName, indexName, propagatedSchema, primaryKeys,
-                        secondaryKeys, additionalNonKeyFields, filterFactory, inputRecordDesc, context, spec, indexOp,
-                        bulkload, upsertIndicatorVar, prevSecondaryKeys, prevAdditionalFilteringKeys);
+                        secondaryKeys, additionalNonKeyFields, filterFactory, prevFilterFactory, inputRecordDesc,
+                        context, spec, indexOp, bulkload, operationVar, prevSecondaryKeys, prevAdditionalFilteringKeys);
             case SINGLE_PARTITION_WORD_INVIX:
             case SINGLE_PARTITION_NGRAM_INVIX:
             case LENGTH_PARTITIONED_WORD_INVIX:
             case LENGTH_PARTITIONED_NGRAM_INVIX:
                 return getInvertedIndexRuntime(dataverseName, datasetName, indexName, propagatedSchema, primaryKeys,
-                        secondaryKeys, additionalNonKeyFields, filterFactory, inputRecordDesc, context, spec, indexOp,
-                        secondaryIndex.getIndexType(), bulkload, upsertIndicatorVar, prevSecondaryKeys,
-                        prevAdditionalFilteringKeys);
+                        secondaryKeys, additionalNonKeyFields, filterFactory, prevFilterFactory, inputRecordDesc,
+                        context, spec, indexOp, secondaryIndex.getIndexType(), bulkload, operationVar,
+                        prevSecondaryKeys, prevAdditionalFilteringKeys);
             default:
                 throw new AlgebricksException(
-                        indexOp.name() + "Insert, upsert, and delete not implemented for index type: "
-                                + secondaryIndex.getIndexType());
+                        indexOp.name() + " not implemented for index type: " + secondaryIndex.getIndexType());
         }
     }
 
     private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getBTreeRuntime(DataverseName dataverseName,
             String datasetName, String indexName, IOperatorSchema propagatedSchema, List<LogicalVariable> primaryKeys,
             List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
-            AsterixTupleFilterFactory filterFactory, RecordDescriptor inputRecordDesc, JobGenContext context,
-            JobSpecification spec, IndexOperation indexOp, boolean bulkload, LogicalVariable upsertIndicatorVar,
-            List<LogicalVariable> prevSecondaryKeys, List<LogicalVariable> prevAdditionalFilteringKeys)
-            throws AlgebricksException {
+            AsterixTupleFilterFactory filterFactory, AsterixTupleFilterFactory prevFilterFactory,
+            RecordDescriptor inputRecordDesc, JobGenContext context, JobSpecification spec, IndexOperation indexOp,
+            boolean bulkload, LogicalVariable operationVar, List<LogicalVariable> prevSecondaryKeys,
+            List<LogicalVariable> prevAdditionalFilteringKeys) throws AlgebricksException {
         Dataset dataset = MetadataManagerUtil.findExistingDataset(mdTxnCtx, dataverseName, datasetName);
         int numKeys = primaryKeys.size() + secondaryKeys.size();
         int numFilterFields = DatasetUtil.getFilterField(dataset) == null ? 0 : 1;
@@ -1291,10 +1312,10 @@
                         StorageConstants.DEFAULT_TREE_FILL_FACTOR, false, numElementsHint, false, idfh, null,
                         BulkLoadUsage.LOAD, dataset.getDatasetId(), filterFactory);
             } else if (indexOp == IndexOperation.UPSERT) {
-                int upsertIndicatorFieldIndex = propagatedSchema.findVariable(upsertIndicatorVar);
+                int operationFieldIndex = propagatedSchema.findVariable(operationVar);
                 op = new LSMSecondaryUpsertOperatorDescriptor(spec, inputRecordDesc, fieldPermutation, idfh,
-                        filterFactory, modificationCallbackFactory, upsertIndicatorFieldIndex,
-                        BinaryBooleanInspector.FACTORY, prevFieldPermutation);
+                        filterFactory, prevFilterFactory, modificationCallbackFactory, operationFieldIndex,
+                        BinaryIntegerInspector.FACTORY, prevFieldPermutation);
             } else {
                 op = new LSMTreeInsertDeleteOperatorDescriptor(spec, inputRecordDesc, fieldPermutation, indexOp, idfh,
                         filterFactory, false, modificationCallbackFactory);
@@ -1305,13 +1326,67 @@
         }
     }
 
+    private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getArrayIndexRuntime(DataverseName dataverseName,
+            String datasetName, String indexName, IOperatorSchema propagatedSchema, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> additionalNonKeyFields, RecordDescriptor inputRecordDesc, JobSpecification spec,
+            IndexOperation indexOp, LogicalVariable operationVar, List<List<AlgebricksPipeline>> secondaryKeysPipelines)
+            throws AlgebricksException {
+
+        Dataset dataset = MetadataManagerUtil.findExistingDataset(mdTxnCtx, dataverseName, datasetName);
+        int numPrimaryKeys = primaryKeys.size();
+        int numFilterFields = DatasetUtil.getFilterField(dataset) == null ? 0 : 1;
+
+        // Generate field permutations (this only includes primary keys and filter fields).
+        int[] fieldPermutation = new int[numPrimaryKeys + numFilterFields];
+        int[] modificationCallbackPrimaryKeyFields = new int[primaryKeys.size()];
+        int i = 0;
+        int j = 0;
+        for (LogicalVariable varKey : primaryKeys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            modificationCallbackPrimaryKeyFields[j] = i;
+            i++;
+            j++;
+        }
+        if (numFilterFields > 0) {
+            int idx = propagatedSchema.findVariable(additionalNonKeyFields.get(0));
+            fieldPermutation[numPrimaryKeys] = idx;
+        }
+
+        try {
+            // Index parameters.
+            Index secondaryIndex = MetadataManager.INSTANCE.getIndex(mdTxnCtx, dataset.getDataverseName(),
+                    dataset.getDatasetName(), indexName);
+            Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint =
+                    getSplitProviderAndConstraints(dataset, secondaryIndex.getIndexName());
+            // Prepare callback.
+            IModificationOperationCallbackFactory modificationCallbackFactory = dataset.getModificationCallbackFactory(
+                    storageComponentProvider, secondaryIndex, indexOp, modificationCallbackPrimaryKeyFields);
+            IIndexDataflowHelperFactory idfh = new IndexDataflowHelperFactory(
+                    storageComponentProvider.getStorageManager(), splitsAndConstraint.first);
+            IOperatorDescriptor op;
+            if (indexOp == IndexOperation.UPSERT) {
+                int operationFieldIndex = propagatedSchema.findVariable(operationVar);
+                op = new LSMSecondaryUpsertWithNestedPlanOperatorDescriptor(spec, inputRecordDesc, fieldPermutation,
+                        idfh, modificationCallbackFactory, operationFieldIndex, BinaryIntegerInspector.FACTORY,
+                        secondaryKeysPipelines.get(0), secondaryKeysPipelines.get(1));
+            } else {
+                op = new LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor(spec, inputRecordDesc,
+                        fieldPermutation, indexOp, idfh, modificationCallbackFactory, secondaryKeysPipelines.get(0));
+            }
+            return new Pair<>(op, splitsAndConstraint.second);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
     private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getRTreeRuntime(DataverseName dataverseName,
             String datasetName, String indexName, IOperatorSchema propagatedSchema, List<LogicalVariable> primaryKeys,
             List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
-            AsterixTupleFilterFactory filterFactory, RecordDescriptor recordDesc, JobGenContext context,
-            JobSpecification spec, IndexOperation indexOp, boolean bulkload, LogicalVariable upsertIndicatorVar,
-            List<LogicalVariable> prevSecondaryKeys, List<LogicalVariable> prevAdditionalFilteringKeys)
-            throws AlgebricksException {
+            AsterixTupleFilterFactory filterFactory, AsterixTupleFilterFactory prevFilterFactory,
+            RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec, IndexOperation indexOp,
+            boolean bulkload, LogicalVariable operationVar, List<LogicalVariable> prevSecondaryKeys,
+            List<LogicalVariable> prevAdditionalFilteringKeys) throws AlgebricksException {
         Dataset dataset = MetadataManagerUtil.findExistingDataset(mdTxnCtx, dataverseName, datasetName);
         String itemTypeName = dataset.getItemTypeName();
         IAType itemType = MetadataManager.INSTANCE
@@ -1320,10 +1395,11 @@
         ARecordType recType = (ARecordType) itemType;
         Index secondaryIndex = MetadataManager.INSTANCE.getIndex(mdTxnCtx, dataset.getDataverseName(),
                 dataset.getDatasetName(), indexName);
-        List<List<String>> secondaryKeyExprs = secondaryIndex.getKeyFieldNames();
-        List<IAType> secondaryKeyTypes = secondaryIndex.getKeyFieldTypes();
-        Pair<IAType, Boolean> keyPairType =
-                Index.getNonNullableOpenFieldType(secondaryKeyTypes.get(0), secondaryKeyExprs.get(0), recType);
+        Index.ValueIndexDetails secondaryIndexDetails = (Index.ValueIndexDetails) secondaryIndex.getIndexDetails();
+        List<List<String>> secondaryKeyExprs = secondaryIndexDetails.getKeyFieldNames();
+        List<IAType> secondaryKeyTypes = secondaryIndexDetails.getKeyFieldTypes();
+        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(secondaryIndex, secondaryKeyTypes.get(0),
+                secondaryKeyExprs.get(0), recType);
         IAType spatialType = keyPairType.first;
         int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
         int numSecondaryKeys = dimension * 2;
@@ -1391,10 +1467,10 @@
                     StorageConstants.DEFAULT_TREE_FILL_FACTOR, false, numElementsHint, false,
                     indexDataflowHelperFactory, null, BulkLoadUsage.LOAD, dataset.getDatasetId(), filterFactory);
         } else if (indexOp == IndexOperation.UPSERT) {
-            int upsertIndicatorFieldIndex = propagatedSchema.findVariable(upsertIndicatorVar);
+            int operationFieldIndex = propagatedSchema.findVariable(operationVar);
             op = new LSMSecondaryUpsertOperatorDescriptor(spec, recordDesc, fieldPermutation,
-                    indexDataflowHelperFactory, filterFactory, modificationCallbackFactory, upsertIndicatorFieldIndex,
-                    BinaryBooleanInspector.FACTORY, prevFieldPermutation);
+                    indexDataflowHelperFactory, filterFactory, prevFilterFactory, modificationCallbackFactory,
+                    operationFieldIndex, BinaryIntegerInspector.FACTORY, prevFieldPermutation);
         } else {
             op = new LSMTreeInsertDeleteOperatorDescriptor(spec, recordDesc, fieldPermutation, indexOp,
                     indexDataflowHelperFactory, filterFactory, false, modificationCallbackFactory);
@@ -1406,10 +1482,10 @@
             DataverseName dataverseName, String datasetName, String indexName, IOperatorSchema propagatedSchema,
             List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalNonKeyFields, AsterixTupleFilterFactory filterFactory,
-            RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec, IndexOperation indexOp,
-            IndexType indexType, boolean bulkload, LogicalVariable upsertIndicatorVar,
-            List<LogicalVariable> prevSecondaryKeys, List<LogicalVariable> prevAdditionalFilteringKeys)
-            throws AlgebricksException {
+            AsterixTupleFilterFactory prevFilterFactory, RecordDescriptor recordDesc, JobGenContext context,
+            JobSpecification spec, IndexOperation indexOp, IndexType indexType, boolean bulkload,
+            LogicalVariable operationVar, List<LogicalVariable> prevSecondaryKeys,
+            List<LogicalVariable> prevAdditionalFilteringKeys) throws AlgebricksException {
         // Check the index is length-partitioned or not.
         boolean isPartitioned;
         if (indexType == IndexType.LENGTH_PARTITIONED_WORD_INVIX
@@ -1422,7 +1498,7 @@
         // Sanity checks.
         if (primaryKeys.size() > 1) {
             throw new AlgebricksException(
-                    "Cannot create inverted index on " + dataset(PLURAL) + "with composite primary key.");
+                    "Cannot create inverted index on " + dataset(PLURAL) + " with composite primary key.");
         }
         // The size of secondaryKeys can be two if it receives input from its
         // TokenizeOperator- [token, number of token]
@@ -1504,10 +1580,10 @@
                         StorageConstants.DEFAULT_TREE_FILL_FACTOR, false, numElementsHint, false, indexDataFlowFactory,
                         null, BulkLoadUsage.LOAD, dataset.getDatasetId(), filterFactory);
             } else if (indexOp == IndexOperation.UPSERT) {
-                int upsertIndicatorFieldIndex = propagatedSchema.findVariable(upsertIndicatorVar);
+                int upsertOperationFieldIndex = propagatedSchema.findVariable(operationVar);
                 op = new LSMSecondaryUpsertOperatorDescriptor(spec, recordDesc, fieldPermutation, indexDataFlowFactory,
-                        filterFactory, modificationCallbackFactory, upsertIndicatorFieldIndex,
-                        BinaryBooleanInspector.FACTORY, prevFieldPermutation);
+                        filterFactory, prevFilterFactory, modificationCallbackFactory, upsertOperationFieldIndex,
+                        BinaryIntegerInspector.FACTORY, prevFieldPermutation);
             } else {
                 op = new LSMTreeInsertDeleteOperatorDescriptor(spec, recordDesc, fieldPermutation, indexOp,
                         indexDataFlowFactory, filterFactory, false, modificationCallbackFactory);
@@ -1621,9 +1697,10 @@
             // Index parameters.
             Index secondaryIndex = MetadataManager.INSTANCE.getIndex(mdTxnCtx, dataset.getDataverseName(),
                     dataset.getDatasetName(), indexName);
+            Index.TextIndexDetails secondaryIndexDetails = (Index.TextIndexDetails) secondaryIndex.getIndexDetails();
 
-            List<List<String>> secondaryKeyExprs = secondaryIndex.getKeyFieldNames();
-            List<IAType> secondaryKeyTypeEntries = secondaryIndex.getKeyFieldTypes();
+            List<List<String>> secondaryKeyExprs = secondaryIndexDetails.getKeyFieldNames();
+            List<IAType> secondaryKeyTypeEntries = secondaryIndexDetails.getKeyFieldTypes();
 
             int numTokenFields = (!isPartitioned) ? secondaryKeys.size() : secondaryKeys.size() + 1;
             ITypeTraits[] tokenTypeTraits = new ITypeTraits[numTokenFields];
@@ -1633,8 +1710,8 @@
             // return the derived type.
             // e.g. UNORDERED LIST -> return UNORDERED LIST type
             IAType secondaryKeyType;
-            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(secondaryKeyTypeEntries.get(0),
-                    secondaryKeyExprs.get(0), recType);
+            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(secondaryIndex,
+                    secondaryKeyTypeEntries.get(0), secondaryKeyExprs.get(0), recType);
             secondaryKeyType = keyPairType.first;
             List<List<String>> partitioningKeys = dataset.getPrimaryKeys();
             i = 0;
@@ -1652,7 +1729,10 @@
             }
 
             IBinaryTokenizerFactory tokenizerFactory = NonTaggedFormatUtil.getBinaryTokenizerFactory(
-                    secondaryKeyType.getTypeTag(), indexType, secondaryIndex.getGramLength());
+                    secondaryKeyType.getTypeTag(), indexType, secondaryIndexDetails.getGramLength());
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory =
+                    FullTextUtil.fetchFilterAndCreateConfigEvaluator(this, secondaryIndex.getDataverseName(),
+                            secondaryIndexDetails.getFullTextConfigName());
 
             Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint =
                     getSplitProviderAndConstraints(dataset, secondaryIndex.getIndexName());
@@ -1694,8 +1774,9 @@
                 keyFields[k] = k;
             }
 
-            tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec, tokenKeyPairRecDesc, tokenizerFactory, docField,
-                    keyFields, isPartitioned, true, false, MissingWriterFactory.INSTANCE);
+            tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec, tokenKeyPairRecDesc, tokenizerFactory,
+                    fullTextConfigEvaluatorFactory, docField, keyFields, isPartitioned, true, false,
+                    MissingWriterFactory.INSTANCE);
             return new Pair<>(tokenizerOp, splitsAndConstraint.second);
         } catch (Exception e) {
             throw new AlgebricksException(e);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Dataset.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Dataset.java
index 39a8eff..37e22ed 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Dataset.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Dataset.java
@@ -55,6 +55,7 @@
 import org.apache.asterix.metadata.MetadataManager;
 import org.apache.asterix.metadata.MetadataTransactionContext;
 import org.apache.asterix.metadata.api.IMetadataEntity;
+import org.apache.asterix.metadata.declared.ArrayBTreeResourceFactoryProvider;
 import org.apache.asterix.metadata.declared.BTreeResourceFactoryProvider;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.lock.ExternalDatasetsRegistry;
@@ -388,7 +389,7 @@
             mdTxnCtx.setValue(MetadataManager.INSTANCE.beginTransaction());
             bActiveTxn.setValue(true);
             metadataProvider.setMetadataTxnContext(mdTxnCtx.getValue());
-        } else {
+        } else if (getDatasetType() == DatasetType.EXTERNAL) {
             // External dataset
             ExternalDatasetsRegistry.INSTANCE.removeDatasetInfo(this);
             // #. prepare jobs to drop the datatset and the indexes in NC
@@ -474,6 +475,11 @@
                 recordType, metaType, mdProvider.getStorageComponentProvider().getComparatorFactoryProvider());
         IResourceFactory resourceFactory;
         switch (index.getIndexType()) {
+            case ARRAY:
+                resourceFactory = ArrayBTreeResourceFactoryProvider.INSTANCE.getResourceFactory(mdProvider, this, index,
+                        recordType, metaType, mergePolicyFactory, mergePolicyProperties, filterTypeTraits,
+                        filterCmpFactories);
+                break;
             case BTREE:
                 resourceFactory = BTreeResourceFactoryProvider.INSTANCE.getResourceFactory(mdProvider, this, index,
                         recordType, metaType, mergePolicyFactory, mergePolicyProperties, filterTypeTraits,
@@ -577,7 +583,7 @@
             return new SecondaryIndexInstanctSearchOperationCallbackFactory(getDatasetId(),
                     primaryKeyFieldsInSecondaryIndex, storageComponentProvider.getTransactionSubsystemProvider(),
                     index.resourceType());
-        } else if (index.getKeyFieldNames().isEmpty()) {
+        } else if (index.isPrimaryKeyIndex()) {
             // this is the case where the index is secondary primary index and locking is required
             // since the secondary primary index replaces the dataset index (which locks)
             return new PrimaryIndexInstantSearchOperationCallbackFactory(getDatasetId(), primaryKeyFields,
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/DependencyKind.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/DependencyKind.java
new file mode 100644
index 0000000..19939f9
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/DependencyKind.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entities;
+
+import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
+
+import org.apache.asterix.common.functions.FunctionSignature;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.metadata.utils.DatasetUtil;
+import org.apache.asterix.metadata.utils.MetadataUtil;
+import org.apache.asterix.metadata.utils.TypeUtil;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+
+public enum DependencyKind {
+    DATASET(dependency -> DatasetUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second)),
+    FUNCTION(
+            dependency -> new FunctionSignature(dependency.first, dependency.second, Integer.parseInt(dependency.third))
+                    .toString()),
+    TYPE(dependency -> TypeUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second)),
+    SYNONYM(dependency -> MetadataUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second));
+
+    private final java.util.function.Function<Triple<DataverseName, String, String>, String> dependencyDisplayNameAccessor;
+
+    DependencyKind(
+            java.util.function.Function<Triple<DataverseName, String, String>, String> dependencyDisplayNameAccessor) {
+        this.dependencyDisplayNameAccessor = dependencyDisplayNameAccessor;
+    }
+
+    public String getDependencyDisplayName(Triple<DataverseName, String, String> dependency) {
+        return dependencyDisplayNameAccessor.apply(dependency);
+    }
+
+    @Override
+    public String toString() {
+        return this == DATASET ? dataset() + " (or view)" : name().toLowerCase();
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextConfigMetadataEntity.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextConfigMetadataEntity.java
new file mode 100644
index 0000000..9fba70a
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextConfigMetadataEntity.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entities;
+
+import org.apache.asterix.metadata.MetadataCache;
+import org.apache.asterix.metadata.api.IMetadataEntity;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
+
+public class FullTextConfigMetadataEntity implements IMetadataEntity<FullTextConfigMetadataEntity> {
+    private static final long serialVersionUID = -8257829613982301855L;
+
+    private final FullTextConfigDescriptor fullTextConfig;
+
+    public FullTextConfigMetadataEntity(FullTextConfigDescriptor config) {
+        this.fullTextConfig = config;
+    }
+
+    public FullTextConfigDescriptor getFullTextConfig() {
+        return fullTextConfig;
+    }
+
+    @Override
+    public FullTextConfigMetadataEntity addToCache(MetadataCache cache) {
+        return cache.addFullTextConfigIfNotExists(this);
+    }
+
+    @Override
+    public FullTextConfigMetadataEntity dropFromCache(MetadataCache cache) {
+        return cache.dropFullTextConfig(this);
+    }
+
+    public static FullTextConfigMetadataEntity getDefaultFullTextConfigMetadataEntity() {
+        return new FullTextConfigMetadataEntity(FullTextConfigDescriptor.getDefaultFullTextConfig());
+    }
+
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextFilterMetadataEntity.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextFilterMetadataEntity.java
new file mode 100644
index 0000000..ca7184d
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/FullTextFilterMetadataEntity.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entities;
+
+import org.apache.asterix.metadata.MetadataCache;
+import org.apache.asterix.metadata.api.IMetadataEntity;
+import org.apache.asterix.runtime.fulltext.AbstractFullTextFilterDescriptor;
+
+public class FullTextFilterMetadataEntity implements IMetadataEntity<FullTextFilterMetadataEntity> {
+    private static final long serialVersionUID = 1442247723350731174L;
+
+    private final AbstractFullTextFilterDescriptor filterDescriptor;
+
+    public FullTextFilterMetadataEntity(AbstractFullTextFilterDescriptor filterDescriptor) {
+        this.filterDescriptor = filterDescriptor;
+    }
+
+    @Override
+    public FullTextFilterMetadataEntity addToCache(MetadataCache cache) {
+        return cache.addFullTextFilterIfNotExists(this);
+    }
+
+    @Override
+    public FullTextFilterMetadataEntity dropFromCache(MetadataCache cache) {
+        return cache.dropFullTextFilter(this);
+    }
+
+    public AbstractFullTextFilterDescriptor getFullTextFilter() {
+        return filterDescriptor;
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
index a9fa024..8853c02 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Function.java
@@ -18,8 +18,6 @@
  */
 package org.apache.asterix.metadata.entities;
 
-import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
-
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
@@ -30,9 +28,6 @@
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.metadata.MetadataCache;
 import org.apache.asterix.metadata.api.IMetadataEntity;
-import org.apache.asterix.metadata.utils.DatasetUtil;
-import org.apache.asterix.metadata.utils.MetadataUtil;
-import org.apache.asterix.metadata.utils.TypeUtil;
 import org.apache.asterix.om.types.TypeSignature;
 import org.apache.hyracks.algebricks.common.utils.Triple;
 
@@ -166,12 +161,15 @@
         return cache.dropFunction(this);
     }
 
+    public static List<DependencyKind> DEPENDENCIES_SCHEMA =
+            Arrays.asList(DependencyKind.DATASET, DependencyKind.FUNCTION, DependencyKind.TYPE, DependencyKind.SYNONYM);
+
     public static List<List<Triple<DataverseName, String, String>>> createDependencies(
             List<Triple<DataverseName, String, String>> datasetDependencies,
             List<Triple<DataverseName, String, String>> functionDependencies,
             List<Triple<DataverseName, String, String>> typeDependencies,
             List<Triple<DataverseName, String, String>> synonymDependencies) {
-        List<List<Triple<DataverseName, String, String>>> depList = new ArrayList<>(4);
+        List<List<Triple<DataverseName, String, String>>> depList = new ArrayList<>(DEPENDENCIES_SCHEMA.size());
         depList.add(datasetDependencies);
         depList.add(functionDependencies);
         depList.add(typeDependencies);
@@ -180,29 +178,4 @@
         }
         return depList;
     }
-
-    public enum FunctionDependencyKind {
-        DATASET(dependency -> DatasetUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second)),
-        FUNCTION(
-                dependency -> new FunctionSignature(dependency.first, dependency.second,
-                        Integer.parseInt(dependency.third)).toString()),
-        TYPE(dependency -> TypeUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second)),
-        SYNONYM(dependency -> MetadataUtil.getFullyQualifiedDisplayName(dependency.first, dependency.second));
-
-        private final java.util.function.Function<Triple<DataverseName, String, String>, String> dependencyDisplayNameAccessor;
-
-        FunctionDependencyKind(
-                java.util.function.Function<Triple<DataverseName, String, String>, String> dependencyDisplayNameAccessor) {
-            this.dependencyDisplayNameAccessor = dependencyDisplayNameAccessor;
-        }
-
-        public String getDependencyDisplayName(Triple<DataverseName, String, String> dependency) {
-            return dependencyDisplayNameAccessor.apply(dependency);
-        }
-
-        @Override
-        public String toString() {
-            return this == DATASET ? dataset() : name().toLowerCase();
-        }
-    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Index.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Index.java
index ee8622c..9e67292 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Index.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/Index.java
@@ -19,7 +19,10 @@
 
 package org.apache.asterix.metadata.entities;
 
+import java.io.Serializable;
+import java.util.Collections;
 import java.util.List;
+import java.util.Objects;
 
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
 import org.apache.asterix.common.exceptions.AsterixException;
@@ -29,20 +32,23 @@
 import org.apache.asterix.common.transactions.IRecoveryManager.ResourceType;
 import org.apache.asterix.metadata.MetadataCache;
 import org.apache.asterix.metadata.api.IMetadataEntity;
+import org.apache.asterix.metadata.utils.IndexUtil;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.NonTaggedFormatUtil;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.util.OptionalBoolean;
 
 /**
  * Metadata describing an index.
  */
 public class Index implements IMetadataEntity<Index>, Comparable<Index> {
 
-    private static final long serialVersionUID = 2L;
+    private static final long serialVersionUID = 3L;
     public static final int RECORD_INDICATOR = 0;
+    public static final int META_RECORD_INDICATOR = 1;
 
     private final DataverseName dataverseName;
     // Enforced to be unique within a dataverse.
@@ -50,39 +56,48 @@
     // Enforced to be unique within a dataverse, dataset combination.
     private final String indexName;
     private final IndexType indexType;
-    private final List<List<String>> keyFieldNames;
-    private final List<Integer> keyFieldSourceIndicators;
-    private final List<IAType> keyFieldTypes;
-    private final boolean overrideKeyFieldTypes;
-    private final boolean isEnforced;
+    private final IIndexDetails indexDetails;
     private final boolean isPrimaryIndex;
-    // Specific to NGRAM indexes.
-    private final int gramLength;
+    private final boolean isEnforced;
     // Type of pending operations with respect to atomic DDL operation
     private int pendingOp;
 
     public Index(DataverseName dataverseName, String datasetName, String indexName, IndexType indexType,
-            List<List<String>> keyFieldNames, List<Integer> keyFieldSourceIndicators, List<IAType> keyFieldTypes,
-            int gramLength, boolean overrideKeyFieldTypes, boolean isEnforced, boolean isPrimaryIndex, int pendingOp) {
-        this.dataverseName = dataverseName;
-        this.datasetName = datasetName;
-        this.indexName = indexName;
+            IIndexDetails indexDetails, boolean isEnforced, boolean isPrimaryIndex, int pendingOp) {
+        boolean categoryOk = (indexType == null && indexDetails == null) || (IndexCategory
+                .of(Objects.requireNonNull(indexType)) == ((AbstractIndexDetails) Objects.requireNonNull(indexDetails))
+                        .getIndexCategory());
+        if (!categoryOk) {
+            throw new IllegalArgumentException();
+        }
+        this.dataverseName = Objects.requireNonNull(dataverseName);
+        this.datasetName = Objects.requireNonNull(datasetName);
+        this.indexName = Objects.requireNonNull(indexName);
         this.indexType = indexType;
-        this.keyFieldNames = keyFieldNames;
-        this.keyFieldSourceIndicators = keyFieldSourceIndicators;
-        this.keyFieldTypes = keyFieldTypes;
-        this.gramLength = gramLength;
-        this.overrideKeyFieldTypes = overrideKeyFieldTypes;
-        this.isEnforced = isEnforced;
+        this.indexDetails = indexDetails;
         this.isPrimaryIndex = isPrimaryIndex;
+        this.isEnforced = isEnforced;
         this.pendingOp = pendingOp;
     }
 
+    @Deprecated
     public Index(DataverseName dataverseName, String datasetName, String indexName, IndexType indexType,
             List<List<String>> keyFieldNames, List<Integer> keyFieldSourceIndicators, List<IAType> keyFieldTypes,
-            boolean overrideKeyFieldTypes, boolean isEnforced, boolean isPrimaryIndex, int pendingOp) {
-        this(dataverseName, datasetName, indexName, indexType, keyFieldNames, keyFieldSourceIndicators, keyFieldTypes,
-                -1, overrideKeyFieldTypes, isEnforced, isPrimaryIndex, pendingOp);
+            boolean overrideKeyFieldTypes, boolean isEnforced, boolean isPrimaryIndex, int pendingOp,
+            OptionalBoolean excludeUnknownKey) {
+        this(dataverseName, datasetName,
+                indexName, indexType, createSimpleIndexDetails(indexType, keyFieldNames, keyFieldSourceIndicators,
+                        keyFieldTypes, overrideKeyFieldTypes, excludeUnknownKey),
+                isEnforced, isPrimaryIndex, pendingOp);
+    }
+
+    public static Index createPrimaryIndex(DataverseName dataverseName, String datasetName,
+            List<List<String>> keyFieldNames, List<Integer> keyFieldSourceIndicators, List<IAType> keyFieldTypes,
+            int pendingOp) {
+        return new Index(dataverseName, datasetName,
+                datasetName, IndexType.BTREE, new ValueIndexDetails(keyFieldNames, keyFieldSourceIndicators,
+                        keyFieldTypes, false, OptionalBoolean.empty(), OptionalBoolean.empty(), null, null, null),
+                false, true, pendingOp);
     }
 
     public DataverseName getDataverseName() {
@@ -97,22 +112,6 @@
         return indexName;
     }
 
-    public List<List<String>> getKeyFieldNames() {
-        return keyFieldNames;
-    }
-
-    public List<Integer> getKeyFieldSourceIndicators() {
-        return keyFieldSourceIndicators;
-    }
-
-    public List<IAType> getKeyFieldTypes() {
-        return keyFieldTypes;
-    }
-
-    public int getGramLength() {
-        return gramLength;
-    }
-
     public IndexType getIndexType() {
         return indexType;
     }
@@ -121,8 +120,8 @@
         return isPrimaryIndex;
     }
 
-    public boolean isOverridingKeyFieldTypes() {
-        return overrideKeyFieldTypes;
+    public IIndexDetails getIndexDetails() {
+        return indexDetails;
     }
 
     public boolean isEnforced() {
@@ -143,7 +142,7 @@
 
     public boolean isPrimaryKeyIndex() {
         // a primary key index has no key field names
-        return keyFieldNames.isEmpty();
+        return indexType == IndexType.BTREE && ((ValueIndexDetails) indexDetails).keyFieldNames.isEmpty();
     }
 
     public static Pair<IAType, Boolean> getNonNullableType(IAType keyType) {
@@ -156,8 +155,13 @@
         return new Pair<>(actualKeyType, nullable);
     }
 
-    public static Pair<IAType, Boolean> getNonNullableOpenFieldType(IAType fieldType, List<String> fieldName,
-            ARecordType recType) throws AlgebricksException {
+    public static Pair<IAType, Boolean> getNonNullableOpenFieldType(Index index, IAType fieldType,
+            List<String> fieldName, ARecordType recType) throws AlgebricksException {
+        if (IndexUtil.castDefaultNull(index)) {
+            Pair<IAType, Boolean> nonNullableType = getNonNullableType(fieldType);
+            nonNullableType.second = true;
+            return nonNullableType;
+        }
         Pair<IAType, Boolean> keyPairType = null;
         IAType subType = recType;
         boolean nullable = false;
@@ -193,9 +197,7 @@
     }
 
     private static IAType keyFieldType(List<String> expr, ARecordType recType) throws AlgebricksException {
-        IAType fieldType = recType;
-        fieldType = recType.getSubFieldType(expr);
-        return fieldType;
+        return recType.getSubFieldType(expr);
     }
 
     @Override
@@ -233,7 +235,7 @@
 
     @Override
     public int compareTo(Index otherIndex) {
-        /** Gives a primary index first priority. */
+        /* Gives a primary index first priority. */
         if (isPrimaryIndex && !otherIndex.isPrimaryIndex) {
             return -1;
         }
@@ -241,7 +243,7 @@
             return 1;
         }
 
-        /** Gives a B-Tree index the second priority. */
+        /* Gives a B-Tree index the second priority. */
         if (indexType == IndexType.BTREE && otherIndex.indexType != IndexType.BTREE) {
             return -1;
         }
@@ -249,7 +251,7 @@
             return 1;
         }
 
-        /** Gives a R-Tree index the third priority */
+        /* Gives a R-Tree index the third priority */
         if (indexType == IndexType.RTREE && otherIndex.indexType != IndexType.RTREE) {
             return -1;
         }
@@ -257,7 +259,7 @@
             return 1;
         }
 
-        /** Finally, compares based on names. */
+        /* Finally, compares based on names. */
         int result = indexName.compareTo(otherIndex.getIndexName());
         if (result != 0) {
             return result;
@@ -269,19 +271,9 @@
         return dataverseName.compareTo(otherIndex.getDataverseName());
     }
 
-    public boolean hasMetaFields() {
-        if (keyFieldSourceIndicators != null) {
-            for (Integer indicator : keyFieldSourceIndicators) {
-                if (indicator.intValue() != 0) {
-                    return true;
-                }
-            }
-        }
-        return false;
-    }
-
     public byte resourceType() throws CompilationException {
         switch (indexType) {
+            case ARRAY:
             case BTREE:
                 return ResourceType.LSM_BTREE;
             case RTREE:
@@ -300,4 +292,266 @@
     public String toString() {
         return dataverseName + "." + datasetName + "." + indexName;
     }
+
+    public enum IndexCategory {
+        VALUE,
+        TEXT,
+        ARRAY;
+
+        public static IndexCategory of(IndexType indexType) {
+            switch (indexType) {
+                case BTREE:
+                case RTREE:
+                    return VALUE;
+                case SINGLE_PARTITION_WORD_INVIX:
+                case SINGLE_PARTITION_NGRAM_INVIX:
+                case LENGTH_PARTITIONED_WORD_INVIX:
+                case LENGTH_PARTITIONED_NGRAM_INVIX:
+                    return TEXT;
+                case ARRAY:
+                    return ARRAY;
+                default:
+                    throw new IllegalArgumentException(String.valueOf(indexType));
+            }
+        }
+    }
+
+    public interface IIndexDetails extends Serializable {
+        boolean isOverridingKeyFieldTypes();
+    }
+
+    static abstract class AbstractIndexDetails implements IIndexDetails {
+
+        private static final long serialVersionUID = 1L;
+
+        abstract IndexCategory getIndexCategory();
+    }
+
+    public static final class ValueIndexDetails extends AbstractIndexDetails {
+
+        private static final long serialVersionUID = 1L;
+
+        private final List<List<String>> keyFieldNames;
+
+        private final List<Integer> keyFieldSourceIndicators;
+
+        private final List<IAType> keyFieldTypes;
+
+        private final boolean overrideKeyFieldTypes;
+
+        private final Boolean excludeUnknownKey;
+
+        private final Boolean castDefaultNull;
+
+        private final String castDatetimeFormat;
+
+        private final String castDateFormat;
+
+        private final String castTimeFormat;
+
+        public ValueIndexDetails(List<List<String>> keyFieldNames, List<Integer> keyFieldSourceIndicators,
+                List<IAType> keyFieldTypes, boolean overrideKeyFieldTypes, OptionalBoolean excludeUnknownKey,
+                OptionalBoolean castDefaultNull, String castDatetimeFormat, String castDateFormat,
+                String castTimeFormat) {
+            this.keyFieldNames = keyFieldNames;
+            this.keyFieldSourceIndicators = keyFieldSourceIndicators;
+            this.keyFieldTypes = keyFieldTypes;
+            this.overrideKeyFieldTypes = overrideKeyFieldTypes;
+            this.excludeUnknownKey = excludeUnknownKey.isEmpty() ? null : excludeUnknownKey.get();
+            this.castDefaultNull = castDefaultNull.isEmpty() ? null : castDefaultNull.get();
+            this.castDatetimeFormat = castDatetimeFormat;
+            this.castDateFormat = castDateFormat;
+            this.castTimeFormat = castTimeFormat;
+        }
+
+        @Override
+        IndexCategory getIndexCategory() {
+            return IndexCategory.VALUE;
+        }
+
+        public List<List<String>> getKeyFieldNames() {
+            return keyFieldNames;
+        }
+
+        public List<Integer> getKeyFieldSourceIndicators() {
+            return keyFieldSourceIndicators;
+        }
+
+        public List<IAType> getKeyFieldTypes() {
+            return keyFieldTypes;
+        }
+
+        public OptionalBoolean getExcludeUnknownKey() {
+            return OptionalBoolean.ofNullable(excludeUnknownKey);
+        }
+
+        public OptionalBoolean getCastDefaultNull() {
+            return OptionalBoolean.ofNullable(castDefaultNull);
+        }
+
+        public String getCastDatetimeFormat() {
+            return castDatetimeFormat;
+        }
+
+        public String getCastDateFormat() {
+            return castDateFormat;
+        }
+
+        public String getCastTimeFormat() {
+            return castTimeFormat;
+        }
+
+        @Override
+        public boolean isOverridingKeyFieldTypes() {
+            return overrideKeyFieldTypes;
+        }
+    }
+
+    public static final class TextIndexDetails extends AbstractIndexDetails {
+
+        private static final long serialVersionUID = 1L;
+
+        private final List<List<String>> keyFieldNames;
+
+        private final List<Integer> keyFieldSourceIndicators;
+
+        private final List<IAType> keyFieldTypes;
+
+        private final boolean overrideKeyFieldTypes;
+
+        // ToDo: to allow index to access the full-text config in another dataverse,
+        //   maybe we need to add a new field here fullTextConfigDataverseName for dataverse name of full-text config
+        // Specific to FullText indexes.
+        private final String fullTextConfigName;
+
+        // Specific to NGRAM indexes.
+        private final int gramLength;
+
+        public TextIndexDetails(List<List<String>> keyFieldNames, List<Integer> keyFieldSourceIndicators,
+                List<IAType> keyFieldTypes, boolean overrideKeyFieldTypes, int gramLength, String fullTextConfigName) {
+            this.keyFieldNames = keyFieldNames;
+            this.keyFieldTypes = keyFieldTypes;
+            this.keyFieldSourceIndicators = keyFieldSourceIndicators;
+            this.overrideKeyFieldTypes = overrideKeyFieldTypes;
+            this.gramLength = gramLength;
+            this.fullTextConfigName = fullTextConfigName;
+        }
+
+        @Override
+        IndexCategory getIndexCategory() {
+            return IndexCategory.TEXT;
+        }
+
+        public List<List<String>> getKeyFieldNames() {
+            return keyFieldNames;
+        }
+
+        public List<Integer> getKeyFieldSourceIndicators() {
+            return keyFieldSourceIndicators;
+        }
+
+        public List<IAType> getKeyFieldTypes() {
+            return keyFieldTypes;
+        }
+
+        @Override
+        public boolean isOverridingKeyFieldTypes() {
+            return overrideKeyFieldTypes;
+        }
+
+        public int getGramLength() {
+            return gramLength;
+        }
+
+        public String getFullTextConfigName() {
+            return fullTextConfigName;
+        }
+    }
+
+    public static class ArrayIndexDetails extends AbstractIndexDetails {
+
+        private static final long serialVersionUID = 1L;
+
+        private final List<ArrayIndexElement> elementList;
+
+        private final boolean overrideKeyFieldTypes;
+
+        public ArrayIndexDetails(List<ArrayIndexElement> elementList, boolean overrideKeyFieldTypes) {
+            this.elementList = elementList;
+            this.overrideKeyFieldTypes = overrideKeyFieldTypes;
+        }
+
+        @Override
+        IndexCategory getIndexCategory() {
+            return IndexCategory.ARRAY;
+        }
+
+        public List<ArrayIndexElement> getElementList() {
+            return elementList;
+        }
+
+        @Override
+        public boolean isOverridingKeyFieldTypes() {
+            return overrideKeyFieldTypes;
+        }
+    }
+
+    public static final class ArrayIndexElement implements Serializable {
+
+        private static final long serialVersionUID = 1L;
+
+        private final List<List<String>> unnestList;
+
+        private final List<List<String>> projectList;
+
+        private final List<IAType> typeList;
+
+        private final int sourceIndicator;
+
+        public ArrayIndexElement(List<List<String>> unnestList, List<List<String>> projectList, List<IAType> typeList,
+                int sourceIndicator) {
+            this.unnestList = unnestList != null ? unnestList : Collections.emptyList();
+            this.projectList = projectList;
+            this.typeList = typeList;
+            this.sourceIndicator = sourceIndicator;
+        }
+
+        public List<List<String>> getUnnestList() {
+            return unnestList;
+        }
+
+        public List<List<String>> getProjectList() {
+            return projectList;
+        }
+
+        public List<IAType> getTypeList() {
+            return typeList;
+        }
+
+        public int getSourceIndicator() {
+            return sourceIndicator;
+        }
+    }
+
+    @Deprecated
+    private static Index.IIndexDetails createSimpleIndexDetails(IndexType indexType, List<List<String>> keyFieldNames,
+            List<Integer> keyFieldSourceIndicators, List<IAType> keyFieldTypes, boolean overrideKeyFieldTypes,
+            OptionalBoolean excludeUnknownKey) {
+        if (indexType == null) {
+            return null;
+        }
+        switch (Index.IndexCategory.of(indexType)) {
+            case VALUE:
+                return new ValueIndexDetails(keyFieldNames, keyFieldSourceIndicators, keyFieldTypes,
+                        overrideKeyFieldTypes, excludeUnknownKey, OptionalBoolean.empty(), null, null, null);
+            case TEXT:
+                if (excludeUnknownKey.isPresent()) {
+                    throw new IllegalArgumentException("excludeUnknownKey");
+                }
+                return new TextIndexDetails(keyFieldNames, keyFieldSourceIndicators, keyFieldTypes,
+                        overrideKeyFieldTypes, -1, null);
+            default:
+                throw new IllegalArgumentException(String.valueOf(indexType));
+        }
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/ViewDetails.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/ViewDetails.java
new file mode 100644
index 0000000..76c6b4d
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entities/ViewDetails.java
@@ -0,0 +1,347 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entities;
+
+import static org.apache.asterix.metadata.entitytupletranslators.AbstractTupleTranslator.writeDateTimeFormats;
+import static org.apache.asterix.om.types.AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE;
+
+import java.io.DataOutput;
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Objects;
+
+import org.apache.asterix.builders.IARecordBuilder;
+import org.apache.asterix.builders.OrderedListBuilder;
+import org.apache.asterix.builders.RecordBuilder;
+import org.apache.asterix.common.config.DatasetConfig;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.metadata.IDatasetDetails;
+import org.apache.asterix.metadata.bootstrap.MetadataRecordTypes;
+import org.apache.asterix.metadata.entitytupletranslators.AbstractTupleTranslator;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.AMutableString;
+import org.apache.asterix.om.base.ANull;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.utils.RecordUtil;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+
+public class ViewDetails implements IDatasetDetails {
+
+    private static final long serialVersionUID = 1L;
+
+    public static List<DependencyKind> DEPENDENCIES_SCHEMA =
+            Arrays.asList(DependencyKind.DATASET, DependencyKind.FUNCTION, DependencyKind.TYPE, DependencyKind.SYNONYM);
+
+    private final String viewBody;
+
+    private final List<List<Triple<DataverseName, String, String>>> dependencies;
+
+    // Typed view parameters
+
+    private final Boolean defaultNull;
+
+    private final String datetimeFormat;
+
+    private final String dateFormat;
+
+    private final String timeFormat;
+
+    private final List<String> primaryKeyFields;
+
+    private final List<ForeignKey> foreignKeys;
+
+    public ViewDetails(String viewBody, List<List<Triple<DataverseName, String, String>>> dependencies,
+            Boolean defaultNull, List<String> primaryKeyFields, List<ForeignKey> foreignKeys, String datetimeFormat,
+            String dateFormat, String timeFormat) {
+        this.viewBody = Objects.requireNonNull(viewBody);
+        this.dependencies = Objects.requireNonNull(dependencies);
+        this.defaultNull = defaultNull;
+        this.primaryKeyFields = primaryKeyFields;
+        this.foreignKeys = foreignKeys;
+        this.datetimeFormat = datetimeFormat;
+        this.dateFormat = dateFormat;
+        this.timeFormat = timeFormat;
+    }
+
+    @Override
+    public DatasetConfig.DatasetType getDatasetType() {
+        return DatasetConfig.DatasetType.VIEW;
+    }
+
+    public String getViewBody() {
+        return viewBody;
+    }
+
+    public List<List<Triple<DataverseName, String, String>>> getDependencies() {
+        return dependencies;
+    }
+
+    // Typed view fields
+
+    public Boolean getDefaultNull() {
+        return defaultNull;
+    }
+
+    public List<String> getPrimaryKeyFields() {
+        return primaryKeyFields;
+    }
+
+    public List<ForeignKey> getForeignKeys() {
+        return foreignKeys;
+    }
+
+    public String getDatetimeFormat() {
+        return datetimeFormat;
+    }
+
+    public String getDateFormat() {
+        return dateFormat;
+    }
+
+    public String getTimeFormat() {
+        return timeFormat;
+    }
+
+    @Override
+    public void writeDatasetDetailsRecordType(DataOutput out) throws HyracksDataException {
+        IARecordBuilder viewRecordBuilder = new RecordBuilder();
+        viewRecordBuilder.reset(RecordUtil.FULLY_OPEN_RECORD_TYPE);
+
+        ArrayBackedValueStorage fieldName = new ArrayBackedValueStorage();
+        ArrayBackedValueStorage fieldValue = new ArrayBackedValueStorage();
+        ArrayBackedValueStorage itemValue = new ArrayBackedValueStorage();
+
+        AMutableString aString = new AMutableString("");
+        ISerializerDeserializer<AString> stringSerde =
+                SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ASTRING);
+        ISerializerDeserializer<ABoolean> booleanSerde =
+                SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
+        ISerializerDeserializer<ANull> nullSerde =
+                SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
+
+        // write field 'Definition'
+        fieldName.reset();
+        aString.setValue(MetadataRecordTypes.FIELD_NAME_DEFINITION);
+        stringSerde.serialize(aString, fieldName.getDataOutput());
+        fieldValue.reset();
+        aString.setValue(viewBody);
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        viewRecordBuilder.addField(fieldName, fieldValue);
+
+        // write field 'Dependencies'
+        if (!dependencies.isEmpty()) {
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_DEPENDENCIES);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+
+            OrderedListBuilder dependenciesListBuilder = new OrderedListBuilder();
+            OrderedListBuilder dependencyListBuilder = new OrderedListBuilder();
+            OrderedListBuilder dependencyNameListBuilder = new OrderedListBuilder();
+            List<String> dependencySubnames = new ArrayList<>(3);
+
+            dependenciesListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+            for (List<Triple<DataverseName, String, String>> dependenciesList : dependencies) {
+                dependencyListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+                for (Triple<DataverseName, String, String> dependency : dependenciesList) {
+                    dependencyNameListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+                    dependencySubnames.clear();
+                    AbstractTupleTranslator.getDependencySubNames(dependency, dependencySubnames);
+                    for (String subName : dependencySubnames) {
+                        itemValue.reset();
+                        aString.setValue(subName);
+                        stringSerde.serialize(aString, itemValue.getDataOutput());
+                        dependencyNameListBuilder.addItem(itemValue);
+                    }
+                    itemValue.reset();
+                    dependencyNameListBuilder.write(itemValue.getDataOutput(), true);
+                    dependencyListBuilder.addItem(itemValue);
+                }
+                itemValue.reset();
+                dependencyListBuilder.write(itemValue.getDataOutput(), true);
+                dependenciesListBuilder.addItem(itemValue);
+            }
+            fieldValue.reset();
+            dependenciesListBuilder.write(fieldValue.getDataOutput(), true);
+            viewRecordBuilder.addField(fieldName, fieldValue);
+        }
+
+        // write field 'DefaultNull'
+        if (defaultNull != null && defaultNull) {
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_DEFAULT);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+            fieldValue.reset();
+            nullSerde.serialize(ANull.NULL, fieldValue.getDataOutput());
+            viewRecordBuilder.addField(fieldName, fieldValue);
+        }
+
+        // write field 'PrimaryKey'
+        if (primaryKeyFields != null && !primaryKeyFields.isEmpty()) {
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_PRIMARY_KEY);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+
+            // write value as list of lists to be consistent with how InternalDatasetDetails writes its primary key
+            fieldValue.reset();
+            OrderedListBuilder keyListBuilder = new OrderedListBuilder();
+            OrderedListBuilder fieldPathListBuilder = new OrderedListBuilder();
+            writeKeyFieldsList(primaryKeyFields, keyListBuilder, fieldPathListBuilder, aString, stringSerde, itemValue);
+            keyListBuilder.write(fieldValue.getDataOutput(), true);
+            viewRecordBuilder.addField(fieldName, fieldValue);
+
+            // write field 'PrimaryKeyEnforced'
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_PRIMARY_KEY_ENFORCED);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+            fieldValue.reset();
+            booleanSerde.serialize(ABoolean.FALSE, fieldValue.getDataOutput());
+            viewRecordBuilder.addField(fieldName, fieldValue);
+        }
+
+        // write field 'ForeignKeys'
+        if (foreignKeys != null && !foreignKeys.isEmpty()) {
+            OrderedListBuilder foreignKeysListBuilder = new OrderedListBuilder();
+            foreignKeysListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+
+            IARecordBuilder foreignKeyRecordBuilder = new RecordBuilder();
+            OrderedListBuilder keyListBuilder = new OrderedListBuilder();
+            OrderedListBuilder fieldPathListBuilder = new OrderedListBuilder();
+
+            for (ViewDetails.ForeignKey foreignKey : foreignKeys) {
+                foreignKeyRecordBuilder.reset(RecordUtil.FULLY_OPEN_RECORD_TYPE);
+
+                // write field 'ForeignKey'
+                fieldName.reset();
+                aString.setValue(MetadataRecordTypes.FIELD_NAME_FOREIGN_KEY);
+                stringSerde.serialize(aString, fieldName.getDataOutput());
+                // write value as list of lists to be consistent with how InternalDatasetDetails writes its primary key
+                fieldValue.reset();
+                writeKeyFieldsList(foreignKey.getForeignKeyFields(), keyListBuilder, fieldPathListBuilder, aString,
+                        stringSerde, itemValue);
+                keyListBuilder.write(fieldValue.getDataOutput(), true);
+                foreignKeyRecordBuilder.addField(fieldName, fieldValue);
+
+                // write field 'RefDataverseName'
+                fieldName.reset();
+                aString.setValue(MetadataRecordTypes.FIELD_NAME_REF_DATAVERSE_NAME);
+                stringSerde.serialize(aString, fieldName.getDataOutput());
+                fieldValue.reset();
+                aString.setValue(foreignKey.getReferencedDatasetName().getDataverseName().getCanonicalForm());
+                stringSerde.serialize(aString, fieldValue.getDataOutput());
+                foreignKeyRecordBuilder.addField(fieldName, fieldValue);
+
+                // write field 'RefDatasetName'
+                fieldName.reset();
+                aString.setValue(MetadataRecordTypes.FIELD_NAME_REF_DATASET_NAME);
+                stringSerde.serialize(aString, fieldName.getDataOutput());
+                fieldValue.reset();
+                aString.setValue(foreignKey.getReferencedDatasetName().getDatasetName());
+                stringSerde.serialize(aString, fieldValue.getDataOutput());
+                foreignKeyRecordBuilder.addField(fieldName, fieldValue);
+
+                // write field 'IsEnforced'
+                fieldName.reset();
+                aString.setValue(MetadataRecordTypes.FIELD_NAME_IS_ENFORCED);
+                stringSerde.serialize(aString, fieldName.getDataOutput());
+                fieldValue.reset();
+                booleanSerde.serialize(ABoolean.FALSE, fieldValue.getDataOutput());
+                foreignKeyRecordBuilder.addField(fieldName, fieldValue);
+
+                fieldValue.reset();
+                foreignKeyRecordBuilder.write(fieldValue.getDataOutput(), true);
+                foreignKeysListBuilder.addItem(fieldValue);
+            }
+
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_FOREIGN_KEYS);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+            fieldValue.reset();
+            foreignKeysListBuilder.write(fieldValue.getDataOutput(), true);
+
+            viewRecordBuilder.addField(fieldName, fieldValue);
+        }
+
+        // write field 'Format'
+        writeDateTimeFormats(datetimeFormat, dateFormat, timeFormat, viewRecordBuilder, aString, nullSerde, stringSerde,
+                fieldName, fieldValue, itemValue);
+        viewRecordBuilder.write(out, true);
+    }
+
+    private void writeKeyFieldsList(List<String> keyFields, OrderedListBuilder keyListBuilder,
+            OrderedListBuilder fieldListBuilder, AMutableString aString, ISerializerDeserializer<AString> stringSerde,
+            ArrayBackedValueStorage itemValue) throws HyracksDataException {
+        keyListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+        for (String field : keyFields) {
+            fieldListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+            itemValue.reset();
+            aString.setValue(field);
+            stringSerde.serialize(aString, itemValue.getDataOutput());
+            fieldListBuilder.addItem(itemValue);
+            itemValue.reset();
+            fieldListBuilder.write(itemValue.getDataOutput(), true);
+            keyListBuilder.addItem(itemValue);
+        }
+    }
+
+    public static List<List<Triple<DataverseName, String, String>>> createDependencies(
+            List<Triple<DataverseName, String, String>> datasetDependencies,
+            List<Triple<DataverseName, String, String>> functionDependencies,
+            List<Triple<DataverseName, String, String>> typeDependencies,
+            List<Triple<DataverseName, String, String>> synonymDependencies) {
+        List<List<Triple<DataverseName, String, String>>> depList = new ArrayList<>(DEPENDENCIES_SCHEMA.size());
+        depList.add(datasetDependencies);
+        depList.add(functionDependencies);
+        depList.add(typeDependencies);
+        if (!synonymDependencies.isEmpty()) {
+            depList.add(synonymDependencies);
+        }
+        return depList;
+    }
+
+    public static final class ForeignKey implements Serializable {
+
+        private static final long serialVersionUID = 1L;
+
+        private final List<String> foreignKeyFields;
+
+        private final DatasetFullyQualifiedName referencedDatasetName;
+
+        public ForeignKey(List<String> foreignKeyFields, DatasetFullyQualifiedName referencedDatasetName) {
+            this.foreignKeyFields = Objects.requireNonNull(foreignKeyFields);
+            this.referencedDatasetName = Objects.requireNonNull(referencedDatasetName);
+        }
+
+        public List<String> getForeignKeyFields() {
+            return foreignKeyFields;
+        }
+
+        public DatasetFullyQualifiedName getReferencedDatasetName() {
+            return referencedDatasetName;
+        }
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/AbstractTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/AbstractTupleTranslator.java
index a35246f..3f4e63e 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/AbstractTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/AbstractTupleTranslator.java
@@ -19,25 +19,36 @@
 
 package org.apache.asterix.metadata.entitytupletranslators;
 
+import static org.apache.asterix.om.types.AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE;
+
 import java.io.ByteArrayInputStream;
 import java.io.DataInput;
 import java.io.DataInputStream;
+import java.util.Collection;
 
 import org.apache.asterix.builders.IARecordBuilder;
+import org.apache.asterix.builders.OrderedListBuilder;
 import org.apache.asterix.builders.RecordBuilder;
+import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.metadata.api.IMetadataEntityTupleTranslator;
 import org.apache.asterix.metadata.api.IMetadataIndex;
+import org.apache.asterix.metadata.bootstrap.MetadataRecordTypes;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableString;
 import org.apache.asterix.om.base.ANull;
+import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.ARecord;
 import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.IACursor;
+import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
@@ -113,4 +124,79 @@
 
     protected abstract T createMetadataEntityFromARecord(ARecord aRecord)
             throws HyracksDataException, AlgebricksException;
+
+    public static void getDependencySubNames(Triple<DataverseName, String, String> dependency,
+            Collection<? super String> outSubnames) {
+        outSubnames.add(dependency.first.getCanonicalForm());
+        if (dependency.second != null) {
+            outSubnames.add(dependency.second);
+        }
+        if (dependency.third != null) {
+            outSubnames.add(dependency.third);
+        }
+    }
+
+    public static Triple<DataverseName, String, String> getDependency(AOrderedList dependencySubnames)
+            throws AlgebricksException {
+        String dataverseCanonicalName = ((AString) dependencySubnames.getItem(0)).getStringValue();
+        DataverseName dataverseName = DataverseName.createFromCanonicalForm(dataverseCanonicalName);
+        String second = null, third = null;
+        int ln = dependencySubnames.size();
+        if (ln > 1) {
+            second = ((AString) dependencySubnames.getItem(1)).getStringValue();
+            if (ln > 2) {
+                third = ((AString) dependencySubnames.getItem(2)).getStringValue();
+            }
+        }
+        return new Triple<>(dataverseName, second, third);
+    }
+
+    protected static String getStringValue(IAObject obj) {
+        return obj.getType().getTypeTag() == ATypeTag.STRING ? ((AString) obj).getStringValue() : null;
+    }
+
+    protected static Triple<String, String, String> getDateTimeFormats(ARecord record) {
+        Triple<String, String, String> formats = new Triple<>(null, null, null);
+        int formatFieldPos = record.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_DATA_FORMAT);
+        if (formatFieldPos >= 0) {
+            IACursor formatCursor = ((AOrderedList) record.getValueByPos(formatFieldPos)).getCursor();
+            if (formatCursor.next()) {
+                formats.first = getStringValue(formatCursor.get());
+                if (formatCursor.next()) {
+                    formats.second = getStringValue(formatCursor.get());
+                    if (formatCursor.next()) {
+                        formats.third = getStringValue(formatCursor.get());
+                    }
+                }
+            }
+        }
+        return formats;
+    }
+
+    public static void writeDateTimeFormats(String datetimeFormat, String dateFormat, String timeFormat,
+            IARecordBuilder recordBuilder, AMutableString aString, ISerializerDeserializer<ANull> nullSerde,
+            ISerializerDeserializer<AString> stringSerde, ArrayBackedValueStorage nameValue,
+            ArrayBackedValueStorage fieldValue, ArrayBackedValueStorage itemValue) throws HyracksDataException {
+        if (datetimeFormat != null || dateFormat != null || timeFormat != null) {
+            nameValue.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_DATA_FORMAT);
+            stringSerde.serialize(aString, nameValue.getDataOutput());
+
+            OrderedListBuilder formatListBuilder = new OrderedListBuilder();
+            formatListBuilder.reset(FULL_OPEN_ORDEREDLIST_TYPE);
+            for (String format : new String[] { datetimeFormat, dateFormat, timeFormat }) {
+                itemValue.reset();
+                if (format == null) {
+                    nullSerde.serialize(ANull.NULL, itemValue.getDataOutput());
+                } else {
+                    aString.setValue(format);
+                    stringSerde.serialize(aString, itemValue.getDataOutput());
+                }
+                formatListBuilder.addItem(itemValue);
+            }
+            fieldValue.reset();
+            formatListBuilder.write(fieldValue.getDataOutput(), true);
+            recordBuilder.addField(nameValue, fieldValue);
+        }
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/DatasetTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/DatasetTupleTranslator.java
index 19722ef..0d05d46 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/DatasetTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/DatasetTupleTranslator.java
@@ -35,6 +35,9 @@
 import org.apache.asterix.builders.UnorderedListBuilder;
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.config.DatasetConfig.TransactionState;
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DatasetFullyQualifiedName;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.metadata.IDatasetDetails;
 import org.apache.asterix.metadata.bootstrap.MetadataPrimaryIndexes;
@@ -44,6 +47,7 @@
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails.FileStructure;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails.PartitioningStrategy;
+import org.apache.asterix.metadata.entities.ViewDetails;
 import org.apache.asterix.metadata.utils.DatasetUtil;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.base.ADateTime;
@@ -58,15 +62,18 @@
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.AUnorderedList;
 import org.apache.asterix.om.base.IACursor;
+import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnorderedListType;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.compression.CompressionManager;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
@@ -200,7 +207,7 @@
                 break;
             }
 
-            case EXTERNAL:
+            case EXTERNAL: {
                 ARecord datasetDetailsRecord = (ARecord) datasetRecord
                         .getValueByPos(MetadataRecordTypes.DATASET_ARECORD_EXTERNALDETAILS_FIELD_INDEX);
                 String adapter = ((AString) datasetDetailsRecord
@@ -229,6 +236,121 @@
                                 .getIntegerValue()];
 
                 datasetDetails = new ExternalDatasetDetails(adapter, properties, timestamp, state);
+                break;
+            }
+            case VIEW: {
+                int datasetDetailsFieldPos =
+                        datasetRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_VIEW_DETAILS);
+                ARecord datasetDetailsRecord = (ARecord) datasetRecord.getValueByPos(datasetDetailsFieldPos);
+
+                // Definition
+                int definitionFieldPos =
+                        datasetDetailsRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_DEFINITION);
+                String definition = ((AString) datasetDetailsRecord.getValueByPos(definitionFieldPos)).getStringValue();
+
+                // Dependencies
+                List<List<Triple<DataverseName, String, String>>> dependencies = Collections.emptyList();
+                int dependenciesFieldPos =
+                        datasetDetailsRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_DEPENDENCIES);
+                if (dependenciesFieldPos >= 0) {
+                    dependencies = new ArrayList<>();
+                    IACursor dependenciesCursor =
+                            ((AOrderedList) datasetDetailsRecord.getValueByPos(dependenciesFieldPos)).getCursor();
+                    while (dependenciesCursor.next()) {
+                        List<Triple<DataverseName, String, String>> dependencyList = new ArrayList<>();
+                        IACursor qualifiedDependencyCursor = ((AOrderedList) dependenciesCursor.get()).getCursor();
+                        while (qualifiedDependencyCursor.next()) {
+                            Triple<DataverseName, String, String> dependency =
+                                    getDependency((AOrderedList) qualifiedDependencyCursor.get());
+                            dependencyList.add(dependency);
+                        }
+                        dependencies.add(dependencyList);
+                    }
+                }
+
+                // Default Null
+                Boolean defaultNull = null;
+                int defaultFieldPos =
+                        datasetDetailsRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_DEFAULT);
+                if (defaultFieldPos >= 0) {
+                    IAObject defaultValue = datasetDetailsRecord.getValueByPos(defaultFieldPos);
+                    defaultNull = defaultValue.getType().getTypeTag() == ATypeTag.NULL;
+                }
+
+                // Primary Key
+                List<String> primaryKeyFields = null;
+                int primaryKeyFieldPos =
+                        datasetDetailsRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_PRIMARY_KEY);
+                if (primaryKeyFieldPos >= 0) {
+                    AOrderedList primaryKeyFieldList =
+                            ((AOrderedList) datasetDetailsRecord.getValueByPos(primaryKeyFieldPos));
+                    int n = primaryKeyFieldList.size();
+                    primaryKeyFields = new ArrayList<>(n);
+                    for (int i = 0; i < n; i++) {
+                        AOrderedList list = (AOrderedList) primaryKeyFieldList.getItem(i);
+                        if (list.size() != 1) {
+                            throw new AsterixException(ErrorCode.METADATA_ERROR, list.toJSON());
+                        }
+                        AString str = (AString) list.getItem(0);
+                        primaryKeyFields.add(str.getStringValue());
+                    }
+                }
+
+                // Foreign Keys
+                List<ViewDetails.ForeignKey> foreignKeys = null;
+                int foreignKeysFieldPos =
+                        datasetDetailsRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_FOREIGN_KEYS);
+                if (foreignKeysFieldPos >= 0) {
+                    AOrderedList foreignKeyRecordsList =
+                            ((AOrderedList) datasetDetailsRecord.getValueByPos(foreignKeysFieldPos));
+                    int nForeignKeys = foreignKeyRecordsList.size();
+                    foreignKeys = new ArrayList<>(nForeignKeys);
+                    for (int i = 0; i < nForeignKeys; i++) {
+                        ARecord foreignKeyRecord = (ARecord) foreignKeyRecordsList.getItem(i);
+                        // 'ForeignKey'
+                        int foreignKeyFieldPos =
+                                foreignKeyRecord.getType().getFieldIndex(MetadataRecordTypes.FIELD_NAME_FOREIGN_KEY);
+                        AOrderedList foreignKeyFieldList =
+                                ((AOrderedList) foreignKeyRecord.getValueByPos(foreignKeyFieldPos));
+                        int nForeignKeyFields = foreignKeyFieldList.size();
+                        List<String> foreignKeyFields = new ArrayList<>(nForeignKeyFields);
+                        for (int j = 0; j < nForeignKeyFields; j++) {
+                            AOrderedList list = (AOrderedList) foreignKeyFieldList.getItem(j);
+                            if (list.size() != 1) {
+                                throw new AsterixException(ErrorCode.METADATA_ERROR, list.toJSON());
+                            }
+                            AString str = (AString) list.getItem(0);
+                            foreignKeyFields.add(str.getStringValue());
+                        }
+
+                        // 'RefDataverseName'
+                        int refDataverseNameFieldPos = foreignKeyRecord.getType()
+                                .getFieldIndex(MetadataRecordTypes.FIELD_NAME_REF_DATAVERSE_NAME);
+                        String refDataverseCanonicalName =
+                                ((AString) foreignKeyRecord.getValueByPos(refDataverseNameFieldPos)).getStringValue();
+                        DataverseName refDataverseName =
+                                DataverseName.createFromCanonicalForm(refDataverseCanonicalName);
+
+                        // 'RefDatasetName'
+                        int refDatasetNameFieldPos = foreignKeyRecord.getType()
+                                .getFieldIndex(MetadataRecordTypes.FIELD_NAME_REF_DATASET_NAME);
+                        String refDatasetName =
+                                ((AString) foreignKeyRecord.getValueByPos(refDatasetNameFieldPos)).getStringValue();
+
+                        foreignKeys.add(new ViewDetails.ForeignKey(foreignKeyFields,
+                                new DatasetFullyQualifiedName(refDataverseName, refDatasetName)));
+                    }
+                }
+
+                // Format fields
+                Triple<String, String, String> dateTimeFormats = getDateTimeFormats(datasetDetailsRecord);
+                String datetimeFormat = dateTimeFormats.first;
+                String dateFormat = dateTimeFormats.second;
+                String timeFormat = dateTimeFormats.third;
+                datasetDetails = new ViewDetails(definition, dependencies, defaultNull, primaryKeyFields, foreignKeys,
+                        datetimeFormat, dateFormat, timeFormat);
+                break;
+            }
         }
 
         Map<String, String> hints = getDatasetHints(datasetRecord);
@@ -359,8 +481,19 @@
                 dataset.getCompactionPolicyProperties(), listBuilder, itemValue);
 
         // write field 8/9
-        fieldValue.reset();
-        writeDatasetDetailsRecordType(recordBuilder, dataset, fieldValue.getDataOutput());
+        switch (dataset.getDatasetType()) {
+            case INTERNAL:
+                fieldValue.reset();
+                dataset.getDatasetDetails().writeDatasetDetailsRecordType(fieldValue.getDataOutput());
+                recordBuilder.addField(MetadataRecordTypes.DATASET_ARECORD_INTERNALDETAILS_FIELD_INDEX, fieldValue);
+                break;
+            case EXTERNAL:
+                fieldValue.reset();
+                dataset.getDatasetDetails().writeDatasetDetailsRecordType(fieldValue.getDataOutput());
+                recordBuilder.addField(MetadataRecordTypes.DATASET_ARECORD_EXTERNALDETAILS_FIELD_INDEX, fieldValue);
+                break;
+            // VIEW details are written later by {@code writeOpenFields()}
+        }
 
         // write field 10
         UnorderedListBuilder uListBuilder = new UnorderedListBuilder();
@@ -441,6 +574,19 @@
         writeMetaPart(dataset);
         writeRebalanceCount(dataset);
         writeBlockLevelStorageCompression(dataset);
+        writeOpenDetails(dataset);
+    }
+
+    private void writeOpenDetails(Dataset dataset) throws HyracksDataException {
+        if (dataset.getDatasetType() == DatasetType.VIEW) {
+            // write ViewDetails field
+            fieldName.reset();
+            aString.setValue(MetadataRecordTypes.FIELD_NAME_VIEW_DETAILS);
+            stringSerde.serialize(aString, fieldName.getDataOutput());
+            fieldValue.reset();
+            dataset.getDatasetDetails().writeDatasetDetailsRecordType(fieldValue.getDataOutput());
+            recordBuilder.addField(fieldName, fieldValue);
+        }
     }
 
     private void writeMetaPart(Dataset dataset) throws HyracksDataException {
@@ -500,20 +646,6 @@
         }
     }
 
-    protected void writeDatasetDetailsRecordType(IARecordBuilder recordBuilder, Dataset dataset, DataOutput dataOutput)
-            throws HyracksDataException {
-        dataset.getDatasetDetails().writeDatasetDetailsRecordType(dataOutput);
-        switch (dataset.getDatasetType()) {
-            case INTERNAL:
-                recordBuilder.addField(MetadataRecordTypes.DATASET_ARECORD_INTERNALDETAILS_FIELD_INDEX, fieldValue);
-                break;
-            case EXTERNAL:
-                recordBuilder.addField(MetadataRecordTypes.DATASET_ARECORD_EXTERNALDETAILS_FIELD_INDEX, fieldValue);
-                break;
-        }
-
-    }
-
     protected Map<String, String> getDatasetHints(ARecord datasetRecord) {
         Map<String, String> hints = new HashMap<>();
         String key;
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextConfigMetadataEntityTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextConfigMetadataEntityTupleTranslator.java
new file mode 100644
index 0000000..ec5cdc9
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextConfigMetadataEntityTupleTranslator.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entitytupletranslators;
+
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_CONFIG_NAME_FIELD_INDEX;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_CONFIG_TOKENIZER_FIELD_INDEX;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_FILTER_PIPELINE_FIELD_INDEX;
+
+import java.util.List;
+
+import org.apache.asterix.builders.OrderedListBuilder;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.metadata.bootstrap.MetadataPrimaryIndexes;
+import org.apache.asterix.metadata.bootstrap.MetadataRecordTypes;
+import org.apache.asterix.metadata.entities.FullTextConfigMetadataEntity;
+import org.apache.asterix.om.base.AInt8;
+import org.apache.asterix.om.base.AOrderedList;
+import org.apache.asterix.om.base.ARecord;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.IACursor;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
+import org.apache.commons.lang3.EnumUtils;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
+
+import com.google.common.collect.ImmutableList;
+
+public class FullTextConfigMetadataEntityTupleTranslator extends AbstractTupleTranslator<FullTextConfigMetadataEntity> {
+
+    private static final int FULL_TEXT_CONFIG_PAYLOAD_TUPLE_FIELD_INDEX = 2;
+    protected final ArrayTupleReference tuple;
+    protected final ISerializerDeserializer<AInt8> int8Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT8);
+
+    protected FullTextConfigMetadataEntityTupleTranslator(boolean getTuple) {
+        super(getTuple, MetadataPrimaryIndexes.FULL_TEXT_CONFIG_DATASET, FULL_TEXT_CONFIG_PAYLOAD_TUPLE_FIELD_INDEX);
+        if (getTuple) {
+            tuple = new ArrayTupleReference();
+        } else {
+            tuple = null;
+        }
+    }
+
+    @Override
+    protected FullTextConfigMetadataEntity createMetadataEntityFromARecord(ARecord aRecord)
+            throws HyracksDataException, AlgebricksException {
+        DataverseName dataverseName = DataverseName.createFromCanonicalForm(
+                ((AString) aRecord.getValueByPos(MetadataRecordTypes.FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX))
+                        .getStringValue());
+
+        String name = ((AString) aRecord.getValueByPos(MetadataRecordTypes.FULL_TEXT_ARECORD_CONFIG_NAME_FIELD_INDEX))
+                .getStringValue();
+
+        TokenizerCategory tokenizerCategory =
+                EnumUtils.getEnumIgnoreCase(TokenizerCategory.class,
+                        ((AString) aRecord
+                                .getValueByPos(MetadataRecordTypes.FULL_TEXT_ARECORD_CONFIG_TOKENIZER_FIELD_INDEX))
+                                        .getStringValue());
+
+        ImmutableList.Builder<String> filterNamesBuilder = ImmutableList.builder();
+        IACursor filterNamesCursor = ((AOrderedList) (aRecord
+                .getValueByPos(MetadataRecordTypes.FULL_TEXT_ARECORD_FILTER_PIPELINE_FIELD_INDEX))).getCursor();
+        while (filterNamesCursor.next()) {
+            filterNamesBuilder.add(((AString) filterNamesCursor.get()).getStringValue());
+        }
+
+        FullTextConfigDescriptor configDescriptor =
+                new FullTextConfigDescriptor(dataverseName, name, tokenizerCategory, filterNamesBuilder.build());
+        FullTextConfigMetadataEntity configMetadataEntity = new FullTextConfigMetadataEntity(configDescriptor);
+        return configMetadataEntity;
+    }
+
+    private void writeIndex(String dataverseName, String configName, ArrayTupleBuilder tupleBuilder)
+            throws HyracksDataException {
+        aString.setValue(dataverseName);
+        stringSerde.serialize(aString, tupleBuilder.getDataOutput());
+        tupleBuilder.addFieldEndOffset();
+
+        aString.setValue(configName);
+        stringSerde.serialize(aString, tupleBuilder.getDataOutput());
+        tupleBuilder.addFieldEndOffset();
+    }
+
+    @Override
+    public ITupleReference getTupleFromMetadataEntity(FullTextConfigMetadataEntity configMetadataEntity)
+            throws HyracksDataException {
+        tupleBuilder.reset();
+
+        FullTextConfigDescriptor configDescriptor = configMetadataEntity.getFullTextConfig();
+
+        writeIndex(configDescriptor.getDataverseName().getCanonicalForm(), configDescriptor.getName(), tupleBuilder);
+
+        recordBuilder.reset(MetadataRecordTypes.FULL_TEXT_CONFIG_RECORDTYPE);
+
+        // write dataverse name
+        fieldValue.reset();
+        aString.setValue(configDescriptor.getDataverseName().getCanonicalForm());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX, fieldValue);
+
+        // write name
+        fieldValue.reset();
+        aString.setValue(configDescriptor.getName());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_CONFIG_NAME_FIELD_INDEX, fieldValue);
+
+        // write tokenizer category
+        fieldValue.reset();
+        aString.setValue(configDescriptor.getTokenizerCategory().name());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_CONFIG_TOKENIZER_FIELD_INDEX, fieldValue);
+
+        // set filter pipeline
+        List<String> filterNames = configDescriptor.getFilterNames();
+
+        OrderedListBuilder listBuilder = new OrderedListBuilder();
+        listBuilder.reset(new AOrderedListType(BuiltinType.ASTRING, null));
+        ArrayBackedValueStorage itemValue = new ArrayBackedValueStorage();
+        for (String s : filterNames) {
+            itemValue.reset();
+            aString.setValue(s);
+            stringSerde.serialize(aString, itemValue.getDataOutput());
+            listBuilder.addItem(itemValue);
+        }
+
+        fieldValue.reset();
+        listBuilder.write(fieldValue.getDataOutput(), true);
+        recordBuilder.addField(FULL_TEXT_ARECORD_FILTER_PIPELINE_FIELD_INDEX, fieldValue);
+
+        recordBuilder.write(tupleBuilder.getDataOutput(), true);
+        tupleBuilder.addFieldEndOffset();
+
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+        return tuple;
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextFilterMetadataEntityTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextFilterMetadataEntityTupleTranslator.java
new file mode 100644
index 0000000..2212e82
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FullTextFilterMetadataEntityTupleTranslator.java
@@ -0,0 +1,201 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.entitytupletranslators;
+
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FIELD_NAME_FULL_TEXT_STOPWORD_LIST;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_FILTER_NAME_FIELD_INDEX;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FULL_TEXT_ARECORD_FILTER_TYPE_FIELD_INDEX;
+
+import java.util.List;
+
+import org.apache.asterix.builders.OrderedListBuilder;
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.metadata.bootstrap.MetadataPrimaryIndexes;
+import org.apache.asterix.metadata.bootstrap.MetadataRecordTypes;
+import org.apache.asterix.metadata.entities.FullTextFilterMetadataEntity;
+import org.apache.asterix.om.base.AInt8;
+import org.apache.asterix.om.base.AOrderedList;
+import org.apache.asterix.om.base.ARecord;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.IACursor;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.fulltext.AbstractFullTextFilterDescriptor;
+import org.apache.asterix.runtime.fulltext.StopwordsFullTextFilterDescriptor;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextFilterType;
+
+import com.google.common.collect.ImmutableList;
+
+public class FullTextFilterMetadataEntityTupleTranslator extends AbstractTupleTranslator<FullTextFilterMetadataEntity> {
+
+    private static final int FULLTEXT_FILTER_PAYLOAD_TUPLE_FIELD_INDEX = 2;
+    protected final ArrayTupleReference tuple;
+    protected final ISerializerDeserializer<AInt8> int8Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT8);
+
+    protected FullTextFilterMetadataEntityTupleTranslator(boolean getTuple) {
+        super(getTuple, MetadataPrimaryIndexes.FULL_TEXT_FILTER_DATASET, FULLTEXT_FILTER_PAYLOAD_TUPLE_FIELD_INDEX);
+        if (getTuple) {
+            tuple = new ArrayTupleReference();
+        } else {
+            tuple = null;
+        }
+    }
+
+    @Override
+    protected FullTextFilterMetadataEntity createMetadataEntityFromARecord(ARecord aRecord) throws AlgebricksException {
+        AString dataverseName = (AString) aRecord.getValueByPos(FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX);
+        AString filterName = (AString) aRecord.getValueByPos(FULL_TEXT_ARECORD_FILTER_NAME_FIELD_INDEX);
+        AString filterTypeAString = (AString) aRecord.getValueByPos(FULL_TEXT_ARECORD_FILTER_TYPE_FIELD_INDEX);
+
+        FullTextFilterType filterType = FullTextFilterType.getEnumIgnoreCase(filterTypeAString.getStringValue());
+        AbstractFullTextFilterDescriptor filterDescriptor;
+        switch (filterType) {
+            case STOPWORDS:
+                return createStopwordsFilterDescriptorFromARecord(dataverseName, filterName, aRecord);
+            case STEMMER:
+            case SYNONYM:
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, "Not supported yet");
+        }
+    }
+
+    public FullTextFilterMetadataEntity createStopwordsFilterDescriptorFromARecord(AString dataverseName, AString name,
+            ARecord aRecord) throws AlgebricksException {
+        ImmutableList.Builder<String> stopwordsBuilder = ImmutableList.<String> builder();
+        IACursor stopwordsCursor = ((AOrderedList) (aRecord
+                .getValueByPos(MetadataRecordTypes.FULLTEXT_ENTITY_ARECORD_STOPWORD_LIST_FIELD_INDEX))).getCursor();
+        while (stopwordsCursor.next()) {
+            stopwordsBuilder.add(((AString) stopwordsCursor.get()).getStringValue());
+        }
+
+        StopwordsFullTextFilterDescriptor filterDescriptor = new StopwordsFullTextFilterDescriptor(
+                DataverseName.createFromCanonicalForm(dataverseName.getStringValue()), name.getStringValue(),
+                stopwordsBuilder.build());
+        return new FullTextFilterMetadataEntity(filterDescriptor);
+    }
+
+    private void writeKeyAndValue2FieldVariables(String key, String value) throws HyracksDataException {
+        fieldName.reset();
+        aString.setValue(key);
+        stringSerde.serialize(aString, fieldName.getDataOutput());
+
+        fieldValue.reset();
+        aString.setValue(value);
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+    }
+
+    private void writeOrderedList2RecordBuilder(String strFieldName, List<String> list) throws HyracksDataException {
+        fieldName.reset();
+        aString.setValue(strFieldName);
+        stringSerde.serialize(aString, fieldName.getDataOutput());
+
+        OrderedListBuilder listBuilder = new OrderedListBuilder();
+        listBuilder.reset(new AOrderedListType(BuiltinType.ASTRING, null));
+        ArrayBackedValueStorage itemValue = new ArrayBackedValueStorage();
+        for (String s : list) {
+            itemValue.reset();
+            aString.setValue(s);
+            stringSerde.serialize(aString, itemValue.getDataOutput());
+            listBuilder.addItem(itemValue);
+        }
+
+        fieldValue.reset();
+        listBuilder.write(fieldValue.getDataOutput(), true);
+
+        recordBuilder.addField(fieldName, fieldValue);
+    }
+
+    private void writeStopwordFilterDescriptor(StopwordsFullTextFilterDescriptor stopwordsFullTextFilterDescriptor)
+            throws HyracksDataException {
+        writeOrderedList2RecordBuilder(FIELD_NAME_FULL_TEXT_STOPWORD_LIST,
+                stopwordsFullTextFilterDescriptor.getStopwordList());
+    }
+
+    private void writeFulltextFilter(AbstractFullTextFilterDescriptor filterDescriptor)
+            throws AsterixException, HyracksDataException {
+        fieldValue.reset();
+        aString.setValue(filterDescriptor.getDataverseName().getCanonicalForm());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_DATAVERSE_NAME_FIELD_INDEX, fieldValue);
+
+        fieldValue.reset();
+        aString.setValue(filterDescriptor.getName());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_FILTER_NAME_FIELD_INDEX, fieldValue);
+
+        fieldValue.reset();
+        aString.setValue(filterDescriptor.getFilterType().getValue());
+        stringSerde.serialize(aString, fieldValue.getDataOutput());
+        recordBuilder.addField(FULL_TEXT_ARECORD_FILTER_TYPE_FIELD_INDEX, fieldValue);
+
+        switch (filterDescriptor.getFilterType()) {
+            case STOPWORDS:
+                writeStopwordFilterDescriptor((StopwordsFullTextFilterDescriptor) filterDescriptor);
+                break;
+            case STEMMER:
+            case SYNONYM:
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, "Not supported yet");
+        }
+    }
+
+    private void writeIndex(String dataverseName, String filterName, ArrayTupleBuilder tupleBuilder)
+            throws HyracksDataException {
+        aString.setValue(dataverseName);
+        stringSerde.serialize(aString, tupleBuilder.getDataOutput());
+        tupleBuilder.addFieldEndOffset();
+
+        aString.setValue(filterName);
+        stringSerde.serialize(aString, tupleBuilder.getDataOutput());
+        tupleBuilder.addFieldEndOffset();
+    }
+
+    @Override
+    public ITupleReference getTupleFromMetadataEntity(FullTextFilterMetadataEntity filterMetadataEntity)
+            throws HyracksDataException, AsterixException {
+        tupleBuilder.reset();
+
+        writeIndex(filterMetadataEntity.getFullTextFilter().getDataverseName().getCanonicalForm(),
+                filterMetadataEntity.getFullTextFilter().getName(), tupleBuilder);
+
+        // Write the record
+        recordBuilder.reset(MetadataRecordTypes.FULL_TEXT_FILTER_RECORDTYPE);
+
+        writeFulltextFilter(filterMetadataEntity.getFullTextFilter());
+
+        recordBuilder.write(tupleBuilder.getDataOutput(), true);
+        tupleBuilder.addFieldEndOffset();
+
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+        return tuple;
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
index ccae8a4..ef9c143 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/FunctionTupleTranslator.java
@@ -244,21 +244,6 @@
         return new TypeSignature(typeDataverseName, typeName);
     }
 
-    private Triple<DataverseName, String, String> getDependency(AOrderedList dependencySubnames)
-            throws AlgebricksException {
-        String dataverseCanonicalName = ((AString) dependencySubnames.getItem(0)).getStringValue();
-        DataverseName dataverseName = DataverseName.createFromCanonicalForm(dataverseCanonicalName);
-        String second = null, third = null;
-        int ln = dependencySubnames.size();
-        if (ln > 1) {
-            second = ((AString) dependencySubnames.getItem(1)).getStringValue();
-            if (ln > 2) {
-                third = ((AString) dependencySubnames.getItem(2)).getStringValue();
-            }
-        }
-        return new Triple<>(dataverseName, second, third);
-    }
-
     private Map<String, String> getResources(ARecord functionRecord, String resourcesFieldName) {
         Map<String, String> adaptorConfiguration = null;
         final ARecordType functionType = functionRecord.getType();
@@ -381,11 +366,14 @@
         dependenciesListBuilder.reset((AOrderedListType) MetadataRecordTypes.FUNCTION_RECORDTYPE
                 .getFieldTypes()[MetadataRecordTypes.FUNCTION_ARECORD_FUNCTION_DEPENDENCIES_FIELD_INDEX]);
         List<List<Triple<DataverseName, String, String>>> dependenciesList = function.getDependencies();
+        List<String> subNames = new ArrayList<>();
         for (List<Triple<DataverseName, String, String>> dependencies : dependenciesList) {
             dependencyListBuilder.reset(listOfLists);
             for (Triple<DataverseName, String, String> dependency : dependencies) {
                 dependencyNameListBuilder.reset(stringList);
-                for (String subName : getDependencySubNames(dependency)) {
+                subNames.clear();
+                getDependencySubNames(dependency, subNames);
+                for (String subName : subNames) {
                     itemValue.reset();
                     aString.setValue(subName);
                     stringSerde.serialize(aString, itemValue.getDataOutput());
@@ -611,18 +599,6 @@
         propertyRecordBuilder.write(out, true);
     }
 
-    private List<String> getDependencySubNames(Triple<DataverseName, String, String> dependency) {
-        dependencySubnames.clear();
-        dependencySubnames.add(dependency.first.getCanonicalForm());
-        if (dependency.second != null) {
-            dependencySubnames.add(dependency.second);
-        }
-        if (dependency.third != null) {
-            dependencySubnames.add(dependency.third);
-        }
-        return dependencySubnames;
-    }
-
     // back-compat
     private static List<String> decodeExternalIdentifierBackCompat(String encodedValue,
             ExternalFunctionLanguage language) throws AlgebricksException {
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslator.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslator.java
index 79ce2a4..bb51748 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslator.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslator.java
@@ -19,12 +19,21 @@
 
 package org.apache.asterix.metadata.entitytupletranslators;
 
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FIELD_NAME_CAST;
+import static org.apache.asterix.metadata.bootstrap.MetadataRecordTypes.FIELD_NAME_DEFAULT;
+
 import java.util.ArrayList;
 import java.util.Calendar;
+import java.util.Collections;
 import java.util.List;
+import java.util.stream.Collectors;
 
+import org.apache.asterix.builders.IARecordBuilder;
 import org.apache.asterix.builders.OrderedListBuilder;
+import org.apache.asterix.builders.RecordBuilder;
 import org.apache.asterix.common.config.DatasetConfig.IndexType;
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.common.transactions.TxnId;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
@@ -40,19 +49,28 @@
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AInt8;
 import org.apache.asterix.om.base.AMutableInt8;
+import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.ARecord;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.IACursor;
+import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.utils.RecordUtil;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.util.OptionalBoolean;
+
+import com.google.common.base.Strings;
 
 /**
  * Translates an Index metadata entity to an ITupleReference and vice versa.
@@ -64,21 +82,31 @@
 
     // Field name of open field.
     public static final String GRAM_LENGTH_FIELD_NAME = "GramLength";
+    public static final String FULL_TEXT_CONFIG_FIELD_NAME = "FullTextConfig";
     public static final String INDEX_SEARCHKEY_TYPE_FIELD_NAME = "SearchKeyType";
     public static final String INDEX_ISENFORCED_FIELD_NAME = "IsEnforced";
+    public static final String INDEX_EXCLUDE_UNKNOWN_FIELD_NAME = "ExcludeUnknownKey";
     public static final String INDEX_SEARCHKEY_SOURCE_INDICATOR_FIELD_NAME = "SearchKeySourceIndicator";
+    public static final String INDEX_SEARCHKEY_ELEMENTS_FIELD_NAME = "SearchKeyElements";
+    public static final String COMPLEXSEARCHKEY_UNNEST_FIELD_NAME = "UnnestList";
+    public static final String COMPLEXSEARCHKEY_PROJECT_FIELD_NAME = "ProjectList";
 
     protected final TxnId txnId;
     protected final MetadataNode metadataNode;
 
     protected OrderedListBuilder listBuilder;
+    protected OrderedListBuilder innerListBuilder;
     protected OrderedListBuilder primaryKeyListBuilder;
+    protected OrderedListBuilder complexSearchKeyNameListBuilder;
+    protected IARecordBuilder complexSearchKeyNameRecordBuilder;
+    protected IARecordBuilder castRecordBuilder;
     protected AOrderedListType stringList;
     protected AOrderedListType int8List;
     protected ArrayBackedValueStorage nameValue;
     protected ArrayBackedValueStorage itemValue;
     protected AMutableInt8 aInt8;
     protected ISerializerDeserializer<AInt8> int8Serde;
+    protected ISerializerDeserializer<ANull> nullSerde;
 
     @SuppressWarnings("unchecked")
     protected IndexTupleTranslator(TxnId txnId, MetadataNode metadataNode, boolean getTuple) {
@@ -87,13 +115,18 @@
         this.metadataNode = metadataNode;
         if (getTuple) {
             listBuilder = new OrderedListBuilder();
+            innerListBuilder = new OrderedListBuilder();
             primaryKeyListBuilder = new OrderedListBuilder();
+            complexSearchKeyNameRecordBuilder = new RecordBuilder();
+            castRecordBuilder = new RecordBuilder();
+            complexSearchKeyNameListBuilder = new OrderedListBuilder();
             stringList = new AOrderedListType(BuiltinType.ASTRING, null);
             int8List = new AOrderedListType(BuiltinType.AINT8, null);
             nameValue = new ArrayBackedValueStorage();
             itemValue = new ArrayBackedValueStorage();
             aInt8 = new AMutableInt8((byte) 0);
             int8Serde = SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT8);
+            nullSerde = SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
         }
     }
 
@@ -109,55 +142,117 @@
         String indexName =
                 ((AString) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_INDEXNAME_FIELD_INDEX))
                         .getStringValue();
-        IndexType indexStructure = IndexType.valueOf(
+        IndexType indexType = IndexType.valueOf(
                 ((AString) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_INDEXSTRUCTURE_FIELD_INDEX))
                         .getStringValue());
-        IACursor fieldNameCursor =
-                ((AOrderedList) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_SEARCHKEY_FIELD_INDEX))
-                        .getCursor();
-        List<List<String>> searchKey = new ArrayList<>();
-        AOrderedList fieldNameList;
-        while (fieldNameCursor.next()) {
-            fieldNameList = (AOrderedList) fieldNameCursor.get();
-            IACursor nestedFieldNameCursor = (fieldNameList.getCursor());
-            List<String> nestedFieldName = new ArrayList<>();
-            while (nestedFieldNameCursor.next()) {
-                nestedFieldName.add(((AString) nestedFieldNameCursor.get()).getStringValue());
-            }
-            searchKey.add(nestedFieldName);
-        }
-        int indexKeyTypeFieldPos = indexRecord.getType().getFieldIndex(INDEX_SEARCHKEY_TYPE_FIELD_NAME);
-        IACursor fieldTypeCursor = new ACollectionCursor();
-        if (indexKeyTypeFieldPos > 0) {
-            fieldTypeCursor = ((AOrderedList) indexRecord.getValueByPos(indexKeyTypeFieldPos)).getCursor();
-        }
-        List<IAType> searchKeyType = new ArrayList<>(searchKey.size());
-        while (fieldTypeCursor.next()) {
-            String typeName = ((AString) fieldTypeCursor.get()).getStringValue();
-            IAType fieldType = BuiltinTypeMap.getTypeFromTypeName(metadataNode, txnId, dataverseName, typeName);
-            searchKeyType.add(fieldType);
-        }
-        boolean isOverridingKeyTypes = !searchKeyType.isEmpty();
-
-        int isEnforcedFieldPos = indexRecord.getType().getFieldIndex(INDEX_ISENFORCED_FIELD_NAME);
-        Boolean isEnforcingKeys = false;
-        if (isEnforcedFieldPos > 0) {
-            isEnforcingKeys = ((ABoolean) indexRecord.getValueByPos(isEnforcedFieldPos)).getBoolean();
-        }
-        Boolean isPrimaryIndex =
+        boolean isPrimaryIndex =
                 ((ABoolean) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_ISPRIMARY_FIELD_INDEX))
                         .getBoolean();
-        int pendingOp = ((AInt32) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_PENDINGOP_FIELD_INDEX))
-                .getIntegerValue();
-        // Check if there is a gram length as well.
-        int gramLength = -1;
-        int gramLenPos = indexRecord.getType().getFieldIndex(GRAM_LENGTH_FIELD_NAME);
-        if (gramLenPos >= 0) {
-            gramLength = ((AInt32) indexRecord.getValueByPos(gramLenPos)).getIntegerValue();
+
+        // Read key names
+        List<Pair<List<List<String>>, List<List<String>>>> searchElements = new ArrayList<>();
+        switch (Index.IndexCategory.of(indexType)) {
+            case VALUE:
+            case TEXT:
+                // Read the key names from the SearchKeyName field
+                IACursor fieldNameCursor = ((AOrderedList) indexRecord
+                        .getValueByPos(MetadataRecordTypes.INDEX_ARECORD_SEARCHKEY_FIELD_INDEX)).getCursor();
+                AOrderedList fieldNameList;
+                while (fieldNameCursor.next()) {
+                    fieldNameList = (AOrderedList) fieldNameCursor.get();
+                    IACursor nestedFieldNameCursor = (fieldNameList.getCursor());
+                    List<String> nestedFieldName = new ArrayList<>();
+                    while (nestedFieldNameCursor.next()) {
+                        nestedFieldName.add(((AString) nestedFieldNameCursor.get()).getStringValue());
+                    }
+                    searchElements.add(new Pair<>(null, Collections.singletonList(nestedFieldName)));
+                }
+                break;
+            case ARRAY:
+                // Read the unnest/project from the ComplexSearchKeyName field
+                int complexSearchKeyFieldPos = indexRecord.getType().getFieldIndex(INDEX_SEARCHKEY_ELEMENTS_FIELD_NAME);
+                IACursor complexSearchKeyCursor = new ACollectionCursor();
+                if (complexSearchKeyFieldPos > 0) {
+                    complexSearchKeyCursor =
+                            ((AOrderedList) indexRecord.getValueByPos(complexSearchKeyFieldPos)).getCursor();
+                }
+                while (complexSearchKeyCursor.next()) {
+                    Pair<List<List<String>>, List<List<String>>> searchElement;
+                    IAObject complexSearchKeyItem = complexSearchKeyCursor.get();
+                    switch (complexSearchKeyItem.getType().getTypeTag()) {
+                        case ARRAY:
+                            AOrderedList complexSearchKeyArray = (AOrderedList) complexSearchKeyItem;
+                            List<String> project = new ArrayList<>(complexSearchKeyArray.size());
+                            // We only have one element.
+                            AOrderedList innerListForArray = (AOrderedList) complexSearchKeyArray.getItem(0);
+                            IACursor innerListCursorForArray = innerListForArray.getCursor();
+                            while (innerListCursorForArray.next()) {
+                                project.add(((AString) innerListCursorForArray.get()).getStringValue());
+                            }
+                            searchElement = new Pair<>(null, Collections.singletonList(project));
+                            break;
+                        case OBJECT:
+                            ARecord complexSearchKeyRecord = (ARecord) complexSearchKeyItem;
+                            ARecordType complexSearchKeyRecordType = complexSearchKeyRecord.getType();
+                            int unnestFieldPos =
+                                    complexSearchKeyRecordType.getFieldIndex(COMPLEXSEARCHKEY_UNNEST_FIELD_NAME);
+                            if (unnestFieldPos < 0) {
+                                throw new AsterixException(ErrorCode.METADATA_ERROR, complexSearchKeyRecord.toJSON());
+                            }
+                            AOrderedList unnestFieldList =
+                                    (AOrderedList) complexSearchKeyRecord.getValueByPos(unnestFieldPos);
+                            List<List<String>> unnestList = new ArrayList<>(unnestFieldList.size());
+                            IACursor unnestFieldListCursor = unnestFieldList.getCursor();
+                            while (unnestFieldListCursor.next()) {
+                                AOrderedList innerList = (AOrderedList) unnestFieldListCursor.get();
+                                List<String> unnestPath = new ArrayList<>(innerList.size());
+                                IACursor innerListCursor = innerList.getCursor();
+                                while (innerListCursor.next()) {
+                                    unnestPath.add(((AString) innerListCursor.get()).getStringValue());
+                                }
+                                unnestList.add(unnestPath);
+                            }
+                            int projectFieldPos =
+                                    complexSearchKeyRecordType.getFieldIndex(COMPLEXSEARCHKEY_PROJECT_FIELD_NAME);
+                            List<List<String>> projectList = new ArrayList<>();
+                            if (projectFieldPos >= 0) {
+                                AOrderedList projectFieldList =
+                                        (AOrderedList) complexSearchKeyRecord.getValueByPos(projectFieldPos);
+                                projectList = new ArrayList<>(projectFieldList.size());
+                                IACursor projectFieldListCursor = projectFieldList.getCursor();
+                                while (projectFieldListCursor.next()) {
+                                    AOrderedList innerList = (AOrderedList) projectFieldListCursor.get();
+                                    List<String> projectPath = new ArrayList<>(innerList.size());
+                                    IACursor innerListCursor = innerList.getCursor();
+                                    while (innerListCursor.next()) {
+                                        projectPath.add(((AString) innerListCursor.get()).getStringValue());
+                                    }
+                                    projectList.add(projectPath);
+                                }
+                            } else {
+                                projectList.add(null);
+                            }
+                            searchElement = new Pair<>(unnestList, projectList);
+                            break;
+                        default:
+                            throw new AsterixException(ErrorCode.METADATA_ERROR, complexSearchKeyItem.toJSON());
+                    }
+                    searchElements.add(searchElement);
+                }
+                break;
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, indexType.toString());
+        }
+        int searchElementCount = searchElements.size();
+
+        String fullTextConfig = null;
+        int fullTextConfigPos = indexRecord.getType().getFieldIndex(FULL_TEXT_CONFIG_FIELD_NAME);
+        if (fullTextConfigPos >= 0) {
+            fullTextConfig = ((AString) indexRecord.getValueByPos(fullTextConfigPos)).getStringValue();
         }
 
         // Read a field-source-indicator field.
-        List<Integer> keyFieldSourceIndicator = new ArrayList<>();
+        List<Integer> keyFieldSourceIndicator = new ArrayList<>(searchElementCount);
         int keyFieldSourceIndicatorIndex =
                 indexRecord.getType().getFieldIndex(INDEX_SEARCHKEY_SOURCE_INDICATOR_FIELD_NAME);
         if (keyFieldSourceIndicatorIndex >= 0) {
@@ -166,14 +261,47 @@
                 keyFieldSourceIndicator.add((int) ((AInt8) cursor.get()).getByteValue());
             }
         } else {
-            for (int index = 0; index < searchKey.size(); ++index) {
-                keyFieldSourceIndicator.add(0);
+            for (int index = 0; index < searchElementCount; ++index) {
+                keyFieldSourceIndicator.add(Index.RECORD_INDICATOR);
             }
         }
 
-        // index key type information is not persisted, thus we extract type information
-        // from the record metadata
+        // Read key types
+        int indexKeyTypeFieldPos = indexRecord.getType().getFieldIndex(INDEX_SEARCHKEY_TYPE_FIELD_NAME);
+        IACursor fieldTypeCursor = new ACollectionCursor();
+        if (indexKeyTypeFieldPos > 0) {
+            fieldTypeCursor = ((AOrderedList) indexRecord.getValueByPos(indexKeyTypeFieldPos)).getCursor();
+        }
+        List<List<IAType>> searchKeyType = new ArrayList<>(searchElementCount);
+        while (fieldTypeCursor.next()) {
+            IAObject fieldTypeItem = fieldTypeCursor.get();
+            switch (fieldTypeItem.getType().getTypeTag()) {
+                case STRING:
+                    // This is a simple element, place in a single-element list.
+                    String typeName = ((AString) fieldTypeItem).getStringValue();
+                    IAType fieldType = BuiltinTypeMap.getTypeFromTypeName(metadataNode, txnId, dataverseName, typeName);
+                    searchKeyType.add(Collections.singletonList(fieldType));
+                    break;
+                case ARRAY:
+                    // This is a complex element, read all types.
+                    List<IAType> fieldTypes = new ArrayList<>();
+                    AOrderedList fieldTypeList = (AOrderedList) fieldTypeItem;
+                    IACursor fieldTypeListCursor = fieldTypeList.getCursor();
+                    while (fieldTypeListCursor.next()) {
+                        typeName = ((AString) fieldTypeListCursor.get()).getStringValue();
+                        fieldTypes
+                                .add(BuiltinTypeMap.getTypeFromTypeName(metadataNode, txnId, dataverseName, typeName));
+                    }
+                    searchKeyType.add(fieldTypes);
+                    break;
+                default:
+                    throw new AsterixException(ErrorCode.METADATA_ERROR, fieldTypeItem.toJSON());
+            }
+        }
+        boolean isOverridingKeyTypes;
         if (searchKeyType.isEmpty()) {
+            // if index key type information is not persisted, then we extract type information
+            // from the record metadata
             Dataset dataset = metadataNode.getDataset(txnId, dataverseName, datasetName);
             String datatypeName = dataset.getItemTypeName();
             DataverseName datatypeDataverseName = dataset.getItemTypeDataverseName();
@@ -186,15 +314,162 @@
                 metaDt = (ARecordType) metadataNode.getDatatype(txnId, metatypeDataverseName, metatypeName)
                         .getDatatype();
             }
-            searchKeyType = KeyFieldTypeUtil.getKeyTypes(recordDt, metaDt, searchKey, keyFieldSourceIndicator);
+            searchKeyType = new ArrayList<>(searchElementCount);
+            for (int i = 0; i < searchElementCount; i++) {
+                Pair<List<List<String>>, List<List<String>>> searchElement = searchElements.get(i);
+                List<List<String>> unnestPathList = searchElement.first;
+                List<List<String>> projectPathList = searchElement.second;
+
+                ARecordType sourceRecordType = keyFieldSourceIndicator.get(i) == 1 ? metaDt : recordDt;
+                IAType inputTypePrime;
+                boolean inputTypeNullable, inputTypeMissable;
+                if (unnestPathList == null) {
+                    inputTypePrime = sourceRecordType;
+                    inputTypeNullable = inputTypeMissable = false;
+                } else {
+                    Triple<IAType, Boolean, Boolean> unnestTypeResult =
+                            KeyFieldTypeUtil.getKeyUnnestType(sourceRecordType, unnestPathList, null);
+                    if (unnestTypeResult == null) {
+                        inputTypePrime = null; // = ANY
+                        inputTypeNullable = inputTypeMissable = true;
+                    } else {
+                        inputTypePrime = unnestTypeResult.first;
+                        inputTypeNullable = unnestTypeResult.second;
+                        inputTypeMissable = unnestTypeResult.third;
+                    }
+                }
+
+                List<IAType> projectTypeList = new ArrayList<>(projectPathList.size());
+                for (List<String> projectPath : projectPathList) {
+                    IAType projectTypePrime;
+                    boolean projectTypeNullable, projectTypeMissable;
+                    if (projectPath == null) {
+                        projectTypePrime = inputTypePrime;
+                        projectTypeNullable = inputTypeNullable;
+                        projectTypeMissable = inputTypeMissable;
+                    } else if (inputTypePrime == null ||
+                    // handle special case of the empty field name in
+                    // ExternalIndexingOperations.FILE_INDEX_FIELD_NAMES
+                            (projectPath.size() == 1 && projectPath.get(0).isEmpty())) {
+                        projectTypePrime = null; // ANY
+                        projectTypeNullable = projectTypeMissable = true;
+                    } else {
+                        if (inputTypePrime.getTypeTag() != ATypeTag.OBJECT) {
+                            throw new AsterixException(ErrorCode.METADATA_ERROR, projectPath.toString());
+                        }
+                        Triple<IAType, Boolean, Boolean> projectTypeResult =
+                                KeyFieldTypeUtil.getKeyProjectType((ARecordType) inputTypePrime, projectPath, null);
+                        if (projectTypeResult == null) {
+                            throw new AsterixException(ErrorCode.METADATA_ERROR, projectPath.toString());
+                        }
+                        projectTypePrime = projectTypeResult.first;
+                        projectTypeNullable = inputTypeNullable || projectTypeResult.second;
+                        projectTypeMissable = inputTypeMissable || projectTypeResult.third;
+                    }
+                    IAType projectType = projectTypePrime == null ? null
+                            : KeyFieldTypeUtil.makeUnknownableType(projectTypePrime, projectTypeNullable,
+                                    projectTypeMissable);
+
+                    projectTypeList.add(projectType);
+                }
+
+                searchKeyType.add(projectTypeList);
+            }
+            isOverridingKeyTypes = false;
+        } else {
+            isOverridingKeyTypes = true;
         }
 
-        return new Index(dataverseName, datasetName, indexName, indexStructure, searchKey, keyFieldSourceIndicator,
-                searchKeyType, gramLength, isOverridingKeyTypes, isEnforcingKeys, isPrimaryIndex, pendingOp);
+        // create index details structure
+        Index.IIndexDetails indexDetails;
+        switch (Index.IndexCategory.of(indexType)) {
+            case VALUE:
+                List<List<String>> keyFieldNames =
+                        searchElements.stream().map(Pair::getSecond).map(l -> l.get(0)).collect(Collectors.toList());
+                List<IAType> keyFieldTypes = searchKeyType.stream().map(l -> l.get(0)).collect(Collectors.toList());
+
+                OptionalBoolean excludeUnknownKey = OptionalBoolean.empty();
+                OptionalBoolean castDefaultNull = OptionalBoolean.empty();
+                String datetimeFormat = null, dateFormat = null, timeFormat = null;
+                boolean isBtreeIdx = indexType == IndexType.BTREE && !isPrimaryIndex && !keyFieldNames.isEmpty();
+                if (isBtreeIdx) {
+                    // exclude unknown key value; default to always include unknowns for normal b-trees
+                    excludeUnknownKey = OptionalBoolean.FALSE();
+                    int excludeUnknownKeyPos = indexRecord.getType().getFieldIndex(INDEX_EXCLUDE_UNKNOWN_FIELD_NAME);
+                    if (excludeUnknownKeyPos >= 0) {
+                        excludeUnknownKey = OptionalBoolean
+                                .of(((ABoolean) indexRecord.getValueByPos(excludeUnknownKeyPos)).getBoolean());
+                    }
+                    // cast record
+                    int castPos = indexRecord.getType().getFieldIndex(FIELD_NAME_CAST);
+                    if (castPos >= 0) {
+                        IAObject recValue = indexRecord.getValueByPos(castPos);
+                        if (recValue.getType().getTypeTag() == ATypeTag.OBJECT) {
+                            ARecord castRec = (ARecord) recValue;
+                            ARecordType castRecType = castRec.getType();
+                            // cast default value
+                            int defaultFieldPos = castRecType.getFieldIndex(FIELD_NAME_DEFAULT);
+                            if (defaultFieldPos >= 0) {
+                                IAObject defaultVal = castRec.getValueByPos(defaultFieldPos);
+                                if (defaultVal.getType().getTypeTag() == ATypeTag.NULL) {
+                                    castDefaultNull = OptionalBoolean.TRUE();
+
+                                    // Format fields
+                                    Triple<String, String, String> dateTimeFormats = getDateTimeFormats(castRec);
+                                    datetimeFormat = dateTimeFormats.first;
+                                    dateFormat = dateTimeFormats.second;
+                                    timeFormat = dateTimeFormats.third;
+                                }
+                            }
+                        }
+                    }
+                }
+                indexDetails = new Index.ValueIndexDetails(keyFieldNames, keyFieldSourceIndicator, keyFieldTypes,
+                        isOverridingKeyTypes, excludeUnknownKey, castDefaultNull, datetimeFormat, dateFormat,
+                        timeFormat);
+                break;
+            case TEXT:
+                keyFieldNames =
+                        searchElements.stream().map(Pair::getSecond).map(l -> l.get(0)).collect(Collectors.toList());
+                keyFieldTypes = searchKeyType.stream().map(l -> l.get(0)).collect(Collectors.toList());
+                // Check if there is a gram length as well.
+                int gramLength = -1;
+                int gramLenPos = indexRecord.getType().getFieldIndex(GRAM_LENGTH_FIELD_NAME);
+                if (gramLenPos >= 0) {
+                    gramLength = ((AInt32) indexRecord.getValueByPos(gramLenPos)).getIntegerValue();
+                }
+                indexDetails = new Index.TextIndexDetails(keyFieldNames, keyFieldSourceIndicator, keyFieldTypes,
+                        isOverridingKeyTypes, gramLength, fullTextConfig);
+                break;
+            case ARRAY:
+                List<Index.ArrayIndexElement> elementList = new ArrayList<>(searchElementCount);
+                for (int i = 0; i < searchElementCount; i++) {
+                    Pair<List<List<String>>, List<List<String>>> searchElement = searchElements.get(i);
+                    List<IAType> typeList = searchKeyType.get(i);
+                    int sourceIndicator = keyFieldSourceIndicator.get(i);
+                    elementList.add(new Index.ArrayIndexElement(searchElement.first, searchElement.second, typeList,
+                            sourceIndicator));
+                }
+                indexDetails = new Index.ArrayIndexDetails(elementList, isOverridingKeyTypes);
+                break;
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, indexType.toString());
+        }
+
+        int isEnforcedFieldPos = indexRecord.getType().getFieldIndex(INDEX_ISENFORCED_FIELD_NAME);
+        Boolean isEnforcingKeys = false;
+        if (isEnforcedFieldPos > 0) {
+            isEnforcingKeys = ((ABoolean) indexRecord.getValueByPos(isEnforcedFieldPos)).getBoolean();
+        }
+        int pendingOp = ((AInt32) indexRecord.getValueByPos(MetadataRecordTypes.INDEX_ARECORD_PENDINGOP_FIELD_INDEX))
+                .getIntegerValue();
+
+        return new Index(dataverseName, datasetName, indexName, indexType, indexDetails, isEnforcingKeys,
+                isPrimaryIndex, pendingOp);
     }
 
     @Override
-    public ITupleReference getTupleFromMetadataEntity(Index index) throws HyracksDataException {
+    public ITupleReference getTupleFromMetadataEntity(Index index) throws HyracksDataException, AlgebricksException {
         String dataverseCanonicalName = index.getDataverseName().getCanonicalForm();
 
         // write the key in the first 3 fields of the tuple
@@ -231,15 +506,30 @@
         recordBuilder.addField(MetadataRecordTypes.INDEX_ARECORD_INDEXNAME_FIELD_INDEX, fieldValue);
 
         // write field 3
+        IndexType indexType = index.getIndexType();
         fieldValue.reset();
-        aString.setValue(index.getIndexType().toString());
+        aString.setValue(indexType.toString());
         stringSerde.serialize(aString, fieldValue.getDataOutput());
         recordBuilder.addField(MetadataRecordTypes.INDEX_ARECORD_INDEXSTRUCTURE_FIELD_INDEX, fieldValue);
 
         // write field 4
         primaryKeyListBuilder.reset((AOrderedListType) MetadataRecordTypes.INDEX_RECORDTYPE
                 .getFieldTypes()[MetadataRecordTypes.INDEX_ARECORD_SEARCHKEY_FIELD_INDEX]);
-        List<List<String>> searchKey = index.getKeyFieldNames();
+        List<List<String>> searchKey;
+        switch (Index.IndexCategory.of(indexType)) {
+            case VALUE:
+                searchKey = ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames();
+                break;
+            case TEXT:
+                searchKey = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames();
+                break;
+            case ARRAY:
+                // If we have a complex index, we persist all of the names in the complex SK name array instead.
+                searchKey = Collections.emptyList();
+                break;
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, indexType.toString());
+        }
         for (List<String> field : searchKey) {
             listBuilder.reset(stringList);
             for (String subField : field) {
@@ -290,14 +580,90 @@
     /**
      * Keep protected to allow other extensions to add additional fields
      */
-    protected void writeOpenFields(Index index) throws HyracksDataException {
-        writeGramLength(index);
+    protected void writeOpenFields(Index index) throws HyracksDataException, AlgebricksException {
+        switch (Index.IndexCategory.of(index.getIndexType())) {
+            case TEXT:
+                Index.TextIndexDetails textIndexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+                writeGramLength(textIndexDetails);
+                writeFullTextConfig(textIndexDetails);
+                break;
+            case ARRAY:
+                writeComplexSearchKeys((Index.ArrayIndexDetails) index.getIndexDetails());
+                break;
+        }
         writeSearchKeyType(index);
         writeEnforced(index);
         writeSearchKeySourceIndicator(index);
+        writeExcludeUnknownKey(index);
+        writeCast(index);
     }
 
-    private void writeGramLength(Index index) throws HyracksDataException {
+    private void writeComplexSearchKeys(Index.ArrayIndexDetails indexDetails) throws HyracksDataException {
+        complexSearchKeyNameListBuilder.reset(AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE);
+        for (Index.ArrayIndexElement element : indexDetails.getElementList()) {
+            if (element.getUnnestList().isEmpty()) {
+                // If this is not a complex search key, write the field names as before.
+                buildSearchKeyNameList(element.getProjectList());
+                itemValue.reset();
+                listBuilder.write(itemValue.getDataOutput(), true);
+            } else {
+                // Otherwise, we create a complex searchkey name record.
+                complexSearchKeyNameRecordBuilder.reset(RecordUtil.FULLY_OPEN_RECORD_TYPE);
+
+                nameValue.reset();
+                aString.setValue(COMPLEXSEARCHKEY_UNNEST_FIELD_NAME);
+                stringSerde.serialize(aString, nameValue.getDataOutput());
+                buildSearchKeyNameList(element.getUnnestList());
+                itemValue.reset();
+                listBuilder.write(itemValue.getDataOutput(), true);
+                complexSearchKeyNameRecordBuilder.addField(nameValue, itemValue);
+
+                if (element.getProjectList().get(0) != null) {
+                    nameValue.reset();
+                    aString.setValue(COMPLEXSEARCHKEY_PROJECT_FIELD_NAME);
+                    stringSerde.serialize(aString, nameValue.getDataOutput());
+                    buildSearchKeyNameList(element.getProjectList());
+                    itemValue.reset();
+                    listBuilder.write(itemValue.getDataOutput(), true);
+                    complexSearchKeyNameRecordBuilder.addField(nameValue, itemValue);
+                }
+
+                itemValue.reset();
+                complexSearchKeyNameRecordBuilder.write(itemValue.getDataOutput(), true);
+            }
+            complexSearchKeyNameListBuilder.addItem(itemValue);
+        }
+
+        nameValue.reset();
+        fieldValue.reset();
+        aString.setValue(INDEX_SEARCHKEY_ELEMENTS_FIELD_NAME);
+        stringSerde.serialize(aString, nameValue.getDataOutput());
+        complexSearchKeyNameListBuilder.write(fieldValue.getDataOutput(), true);
+        recordBuilder.addField(nameValue, fieldValue);
+    }
+
+    private void buildSearchKeyNameList(List<List<String>> fieldList) throws HyracksDataException {
+        listBuilder.reset(AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE);
+        for (List<String> nestedField : fieldList) {
+            if (nestedField == null) {
+                itemValue.reset();
+                nullSerde.serialize(ANull.NULL, itemValue.getDataOutput());
+            } else {
+                innerListBuilder.reset(AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE);
+                for (String subField : nestedField) {
+                    itemValue.reset();
+                    aString.setValue(subField);
+                    stringSerde.serialize(aString, itemValue.getDataOutput());
+                    innerListBuilder.addItem(itemValue);
+                }
+                itemValue.reset();
+                innerListBuilder.write(itemValue.getDataOutput(), true);
+            }
+            listBuilder.addItem(itemValue);
+        }
+    }
+
+    private void writeGramLength(Index.TextIndexDetails index) throws HyracksDataException {
         if (index.getGramLength() > 0) {
             fieldValue.reset();
             nameValue.reset();
@@ -308,28 +674,75 @@
         }
     }
 
-    private void writeSearchKeyType(Index index) throws HyracksDataException {
-        if (index.isOverridingKeyFieldTypes()) {
-            OrderedListBuilder typeListBuilder = new OrderedListBuilder();
-            typeListBuilder.reset(new AOrderedListType(BuiltinType.ANY, null));
+    private void writeFullTextConfig(Index.TextIndexDetails index) throws HyracksDataException {
+        if (!Strings.isNullOrEmpty(index.getFullTextConfigName())) {
             nameValue.reset();
-            aString.setValue(INDEX_SEARCHKEY_TYPE_FIELD_NAME);
-
+            aString.setValue(FULL_TEXT_CONFIG_FIELD_NAME);
             stringSerde.serialize(aString, nameValue.getDataOutput());
 
-            List<IAType> searchKeyType = index.getKeyFieldTypes();
-            for (IAType type : searchKeyType) {
-                itemValue.reset();
-                aString.setValue(type.getTypeName());
-                stringSerde.serialize(aString, itemValue.getDataOutput());
-                typeListBuilder.addItem(itemValue);
-            }
             fieldValue.reset();
-            typeListBuilder.write(fieldValue.getDataOutput(), true);
+            aString.setValue(index.getFullTextConfigName());
+            stringSerde.serialize(aString, fieldValue.getDataOutput());
+
             recordBuilder.addField(nameValue, fieldValue);
         }
     }
 
+    private void writeSearchKeyType(Index index) throws HyracksDataException, AlgebricksException {
+        if (!index.getIndexDetails().isOverridingKeyFieldTypes()) {
+            return;
+        }
+
+        OrderedListBuilder typeListBuilder = new OrderedListBuilder();
+        typeListBuilder.reset(AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE);
+
+        nameValue.reset();
+        aString.setValue(INDEX_SEARCHKEY_TYPE_FIELD_NAME);
+
+        stringSerde.serialize(aString, nameValue.getDataOutput());
+
+        switch (Index.IndexCategory.of(index.getIndexType())) {
+            // For value and text indexes, we persist the type as a single string (backwards compatibility).
+            case VALUE:
+                for (IAType type : ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldTypes()) {
+                    itemValue.reset();
+                    aString.setValue(type.getTypeName());
+                    stringSerde.serialize(aString, itemValue.getDataOutput());
+                    typeListBuilder.addItem(itemValue);
+                }
+                break;
+            case TEXT:
+                for (IAType type : ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldTypes()) {
+                    itemValue.reset();
+                    aString.setValue(type.getTypeName());
+                    stringSerde.serialize(aString, itemValue.getDataOutput());
+                    typeListBuilder.addItem(itemValue);
+                }
+                break;
+            case ARRAY:
+                // For array indexes we persist the type as a list of strings.
+                for (Index.ArrayIndexElement element : ((Index.ArrayIndexDetails) index.getIndexDetails())
+                        .getElementList()) {
+                    listBuilder.reset(AOrderedListType.FULL_OPEN_ORDEREDLIST_TYPE);
+                    for (IAType type : element.getTypeList()) {
+                        itemValue.reset();
+                        aString.setValue(type.getTypeName());
+                        stringSerde.serialize(aString, itemValue.getDataOutput());
+                        listBuilder.addItem(itemValue);
+                    }
+                    itemValue.reset();
+                    listBuilder.write(itemValue.getDataOutput(), true);
+                    typeListBuilder.addItem(itemValue);
+                }
+                break;
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, index.getIndexType().toString());
+        }
+        fieldValue.reset();
+        typeListBuilder.write(fieldValue.getDataOutput(), true);
+        recordBuilder.addField(nameValue, fieldValue);
+    }
+
     private void writeEnforced(Index index) throws HyracksDataException {
         if (index.isEnforced()) {
             fieldValue.reset();
@@ -341,8 +754,22 @@
         }
     }
 
-    private void writeSearchKeySourceIndicator(Index index) throws HyracksDataException {
-        List<Integer> keySourceIndicator = index.getKeyFieldSourceIndicators();
+    private void writeSearchKeySourceIndicator(Index index) throws HyracksDataException, AlgebricksException {
+        List<Integer> keySourceIndicator;
+        switch (Index.IndexCategory.of(index.getIndexType())) {
+            case VALUE:
+                keySourceIndicator = ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldSourceIndicators();
+                break;
+            case TEXT:
+                keySourceIndicator = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldSourceIndicators();
+                break;
+            case ARRAY:
+                keySourceIndicator = ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList().stream()
+                        .map(Index.ArrayIndexElement::getSourceIndicator).collect(Collectors.toList());
+                break;
+            default:
+                throw new AsterixException(ErrorCode.METADATA_ERROR, index.getIndexType().toString());
+        }
         boolean needSerialization = false;
         if (keySourceIndicator != null) {
             for (int source : keySourceIndicator) {
@@ -368,4 +795,64 @@
             recordBuilder.addField(nameValue, fieldValue);
         }
     }
+
+    private void writeExcludeUnknownKey(Index index) throws HyracksDataException {
+        switch (index.getIndexType()) {
+            case BTREE:
+                if (!index.isPrimaryIndex() && !index.isPrimaryKeyIndex()) {
+                    OptionalBoolean excludeUnknown =
+                            ((Index.ValueIndexDetails) index.getIndexDetails()).getExcludeUnknownKey();
+                    ABoolean bVal = excludeUnknown.isEmpty() ? ABoolean.FALSE : ABoolean.valueOf(excludeUnknown.get());
+                    fieldValue.reset();
+                    nameValue.reset();
+                    aString.setValue(INDEX_EXCLUDE_UNKNOWN_FIELD_NAME);
+                    stringSerde.serialize(aString, nameValue.getDataOutput());
+                    booleanSerde.serialize(bVal, fieldValue.getDataOutput());
+                    recordBuilder.addField(nameValue, fieldValue);
+                }
+                break;
+
+            case ARRAY:
+                // TODO: This value is written for back-compatibility, and is currently always assumed to be true.
+                fieldValue.reset();
+                nameValue.reset();
+                aString.setValue(INDEX_EXCLUDE_UNKNOWN_FIELD_NAME);
+                stringSerde.serialize(aString, nameValue.getDataOutput());
+                booleanSerde.serialize(ABoolean.TRUE, fieldValue.getDataOutput());
+                recordBuilder.addField(nameValue, fieldValue);
+                break;
+        }
+    }
+
+    private void writeCast(Index index) throws HyracksDataException {
+        if (index.getIndexType() == IndexType.BTREE && !index.isPrimaryIndex() && !index.isPrimaryKeyIndex()) {
+            Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+            boolean defaultNull = indexDetails.getCastDefaultNull().getOrElse(false);
+            // write record field 'Cast'
+            if (defaultNull) {
+                // write field 'Default'
+                castRecordBuilder.reset(RecordUtil.FULLY_OPEN_RECORD_TYPE);
+                fieldValue.reset();
+                nameValue.reset();
+                aString.setValue(FIELD_NAME_DEFAULT);
+                stringSerde.serialize(aString, nameValue.getDataOutput());
+                nullSerde.serialize(ANull.NULL, fieldValue.getDataOutput());
+                castRecordBuilder.addField(nameValue, fieldValue);
+
+                // write field 'Format'
+                String datetimeFormat = indexDetails.getCastDatetimeFormat();
+                String dateFormat = indexDetails.getCastDateFormat();
+                String timeFormat = indexDetails.getCastTimeFormat();
+                writeDateTimeFormats(datetimeFormat, dateFormat, timeFormat, castRecordBuilder, aString, nullSerde,
+                        stringSerde, nameValue, fieldValue, itemValue);
+
+                nameValue.reset();
+                fieldValue.reset();
+                aString.setValue(FIELD_NAME_CAST);
+                stringSerde.serialize(aString, nameValue.getDataOutput());
+                castRecordBuilder.write(fieldValue.getDataOutput(), true);
+                recordBuilder.addField(nameValue, fieldValue);
+            }
+        }
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/MetadataTupleTranslatorProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/MetadataTupleTranslatorProvider.java
index 1079904..c2a9ee3 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/MetadataTupleTranslatorProvider.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/entitytupletranslators/MetadataTupleTranslatorProvider.java
@@ -65,6 +65,14 @@
         return new FunctionTupleTranslator(txnId, metadataNode, getTuple);
     }
 
+    public FullTextConfigMetadataEntityTupleTranslator getFullTextConfigTupleTranslator(boolean getTuple) {
+        return new FullTextConfigMetadataEntityTupleTranslator(getTuple);
+    }
+
+    public FullTextFilterMetadataEntityTupleTranslator getFullTextFilterTupleTranslator(boolean getTuple) {
+        return new FullTextFilterMetadataEntityTupleTranslator(getTuple);
+    }
+
     public IndexTupleTranslator getIndexTupleTranslator(TxnId txnId, MetadataNode metadataNode, boolean getTuple) {
         return new IndexTupleTranslator(txnId, metadataNode, getTuple);
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockKey.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockKey.java
index 261687b..5e44e32 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockKey.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockKey.java
@@ -34,6 +34,8 @@
         EXTENSION,
         FEED_POLICY,
         FUNCTION,
+        FULL_TEXT_CONFIG,
+        FULL_TEXT_FILTER,
         LIBRARY,
         ADAPTER,
         MERGE_POLICY,
@@ -108,6 +110,14 @@
         return new MetadataLockKey(EntityKind.FUNCTION, null, dataverseName, functionName);
     }
 
+    static MetadataLockKey createFullTextConfigLockKey(DataverseName dataverseName, String fullTextConfigName) {
+        return new MetadataLockKey(EntityKind.FULL_TEXT_CONFIG, null, dataverseName, fullTextConfigName);
+    }
+
+    static MetadataLockKey createFullTextFilterLockKey(DataverseName dataverseName, String fullTextFilterName) {
+        return new MetadataLockKey(EntityKind.FULL_TEXT_FILTER, null, dataverseName, fullTextFilterName);
+    }
+
     static MetadataLockKey createLibraryLockKey(DataverseName dataverseName, String libraryName) {
         return new MetadataLockKey(EntityKind.LIBRARY, null, dataverseName, libraryName);
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockManager.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockManager.java
index 63d01d1..48508e1 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockManager.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/lock/MetadataLockManager.java
@@ -110,6 +110,38 @@
     }
 
     @Override
+    public void acquireFullTextConfigReadLock(LockList locks, DataverseName dataverseName, String fullTextConfigName)
+            throws AlgebricksException {
+        MetadataLockKey key = MetadataLockKey.createFullTextConfigLockKey(dataverseName, fullTextConfigName);
+        IMetadataLock lock = mdlocks.computeIfAbsent(key, LOCK_FUNCTION);
+        locks.add(IMetadataLock.Mode.READ, lock);
+    }
+
+    @Override
+    public void acquireFullTextConfigWriteLock(LockList locks, DataverseName dataverseName, String fullTextConfigName)
+            throws AlgebricksException {
+        MetadataLockKey key = MetadataLockKey.createFullTextConfigLockKey(dataverseName, fullTextConfigName);
+        IMetadataLock lock = mdlocks.computeIfAbsent(key, LOCK_FUNCTION);
+        locks.add(IMetadataLock.Mode.WRITE, lock);
+    }
+
+    @Override
+    public void acquireFullTextFilterReadLock(LockList locks, DataverseName dataverseName, String fullTextFilterName)
+            throws AlgebricksException {
+        MetadataLockKey key = MetadataLockKey.createFullTextFilterLockKey(dataverseName, fullTextFilterName);
+        IMetadataLock lock = mdlocks.computeIfAbsent(key, LOCK_FUNCTION);
+        locks.add(IMetadataLock.Mode.READ, lock);
+    }
+
+    @Override
+    public void acquireFullTextFilterWriteLock(LockList locks, DataverseName dataverseName, String fullTextFilterName)
+            throws AlgebricksException {
+        MetadataLockKey key = MetadataLockKey.createFullTextFilterLockKey(dataverseName, fullTextFilterName);
+        IMetadataLock lock = mdlocks.computeIfAbsent(key, LOCK_FUNCTION);
+        locks.add(IMetadataLock.Mode.WRITE, lock);
+    }
+
+    @Override
     public void acquireLibraryReadLock(LockList locks, DataverseName dataverseName, String libraryName)
             throws AlgebricksException {
         MetadataLockKey key = MetadataLockKey.createLibraryLockKey(dataverseName, libraryName);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ArrayIndexUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ArrayIndexUtil.java
new file mode 100644
index 0000000..1abf300
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ArrayIndexUtil.java
@@ -0,0 +1,375 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.metadata.utils;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AUnorderedListType;
+import org.apache.asterix.om.types.AbstractCollectionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.utils.NonTaggedFormatUtil;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+
+public class ArrayIndexUtil {
+    /**
+     * Similar function to Index's "getSubFieldType", but accounts for array fields as well.
+     */
+    public static IAType getSubFieldType(ARecordType recordType, List<List<String>> unnestList,
+            List<String> projectList) throws AlgebricksException {
+        List<String> flattenedFieldName = ArrayIndexUtil.getFlattenedKeyFieldNames(unnestList, projectList);
+        List<Boolean> unnestFlags = ArrayIndexUtil.getUnnestFlags(unnestList, projectList);
+        IAType subType = recordType.getFieldType(flattenedFieldName.get(0));
+
+        for (int i = 1; i < flattenedFieldName.size(); i++) {
+            if (subType == null) {
+                return null;
+
+            } else if (subType.getTypeTag().equals(ATypeTag.UNION)) {
+                // Support enforced types here.
+                subType = ((AUnionType) subType).getActualType();
+                if (!subType.getTypeTag().equals(ATypeTag.OBJECT) && !subType.getTypeTag().equals(ATypeTag.ARRAY)
+                        && !subType.getTypeTag().equals(ATypeTag.MULTISET)) {
+                    throw new AsterixException(ErrorCode.COMPILATION_ERROR,
+                            "Field accessor is not defined for values of type " + subType.getTypeTag());
+                }
+            }
+
+            if (subType.getTypeTag().equals(ATypeTag.OBJECT) && !unnestFlags.get(i - 1)) {
+                subType = ((ARecordType) subType).getFieldType(flattenedFieldName.get(i));
+
+            } else if ((subType.getTypeTag().equals(ATypeTag.ARRAY) || subType.getTypeTag().equals(ATypeTag.MULTISET))
+                    && unnestFlags.get(i - 1)) {
+                subType = TypeComputeUtils.extractListItemType(subType);
+                subType = (subType != null) ? ((ARecordType) subType).getFieldType(flattenedFieldName.get(i)) : null;
+
+            } else {
+                throw new AsterixException(ErrorCode.COMPILATION_ERROR,
+                        unnestFlags.get(i - 1) ? "Object type given, but unnest flag is also raised."
+                                : "Array/multiset type given, but unnest flag is lowered.");
+            }
+        }
+
+        if (subType != null && unnestFlags.get(unnestFlags.size() - 1)) {
+            // If the end field is an array, we must extract the list item here as well.
+            if (subType instanceof AbstractCollectionType) {
+                subType = TypeComputeUtils.extractListItemType(subType);
+
+            } else {
+                throw new AsterixException(ErrorCode.COMPILATION_ERROR,
+                        "Array type expected for last term, but given: " + subType.getTypeTag());
+            }
+        }
+        return subType;
+    }
+
+    /**
+     * Given a path of complex types (i.e. lists + records), determine the nullability of the field.
+     */
+    public static boolean isSubFieldNullable(ARecordType recordType, List<List<String>> unnestList,
+            List<String> projectList) throws AlgebricksException {
+        List<String> flattenedFieldName = ArrayIndexUtil.getFlattenedKeyFieldNames(unnestList, projectList);
+        List<Boolean> unnestFlags = ArrayIndexUtil.getUnnestFlags(unnestList, projectList);
+        IAType subType = recordType.getFieldType(flattenedFieldName.get(0));
+
+        for (int i = 1; i < flattenedFieldName.size(); i++) {
+            if (subType == null) {
+                return true;
+            }
+
+            if (subType.getTypeTag().equals(ATypeTag.UNION)) {
+                if (NonTaggedFormatUtil.isOptional(subType)) {
+                    return true;
+                }
+                subType = ((AUnionType) subType).getActualType();
+                if (subType.getTypeTag() != ATypeTag.OBJECT) {
+                    throw new AsterixException(
+                            "Field accessor is not defined for values of type " + subType.getTypeTag());
+                }
+            }
+
+            if (subType instanceof ARecordType) {
+                subType = ((ARecordType) subType).getFieldType(flattenedFieldName.get(i));
+
+            } else if (subType instanceof AbstractCollectionType && unnestFlags.get(i - 1)) {
+                subType = TypeComputeUtils.extractListItemType(subType);
+                subType = (subType != null) ? ((ARecordType) subType).getFieldType(flattenedFieldName.get(i)) : null;
+
+            } else {
+                throw CompilationException.create(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                        "Illegal field type " + subType.getTypeTag() + " when checking field nullability");
+            }
+        }
+        return subType == null || NonTaggedFormatUtil.isOptional(subType);
+    }
+
+    /**
+     * Similar function to Index's "getNonNullableOpenFieldType", but accounts for array fields as well.
+     */
+    public static Pair<IAType, Boolean> getNonNullableOpenFieldType(IAType fieldType, List<List<String>> unnestList,
+            List<String> projectList, ARecordType recType) throws AlgebricksException {
+        Pair<IAType, Boolean> keyPairType = null;
+        IAType subType = recType;
+        boolean nullable = false;
+
+        List<String> flattenedFieldName = ArrayIndexUtil.getFlattenedKeyFieldNames(unnestList, projectList);
+        List<Boolean> unnestFlags = ArrayIndexUtil.getUnnestFlags(unnestList, projectList);
+        for (int i = 0; i < flattenedFieldName.size(); i++) {
+            if (subType instanceof AUnionType) {
+                nullable = nullable || ((AUnionType) subType).isUnknownableType();
+                subType = ((AUnionType) subType).getActualType();
+            }
+            if (subType instanceof ARecordType) {
+                subType = ((ARecordType) subType).getFieldType(flattenedFieldName.get(i));
+
+            } else if ((subType instanceof AOrderedListType || subType instanceof AUnorderedListType)
+                    && unnestFlags.get(i - 1)) {
+                subType = TypeComputeUtils.extractListItemType(subType);
+                if (subType instanceof ARecordType) {
+                    subType = ((ARecordType) subType).getFieldType(flattenedFieldName.get(i));
+
+                } else {
+                    throw AsterixException.create(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                            "Unexpected type " + subType + ", expected record.");
+                }
+
+            } else {
+                throw AsterixException.create(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                        "Unexpected type " + subType + ", expected record, array, or multi-set.");
+            }
+
+            if (subType == null) {
+                keyPairType = Index.getNonNullableType(fieldType);
+                break;
+            }
+        }
+
+        if (subType != null) {
+            IAType keyType = ArrayIndexUtil.getSubFieldType(recType, unnestList, projectList);
+            Pair<IAType, Boolean> pair = Index.getNonNullableType(keyType);
+            pair.second = pair.second || ArrayIndexUtil.isSubFieldNullable(recType, unnestList, projectList);
+            keyPairType = pair;
+        }
+
+        keyPairType.second = keyPairType.second || nullable;
+        return keyPairType;
+    }
+
+    /**
+     * @return The concatenation of the unnest list fields and the project field (for use in creating a unique name).
+     */
+    public static List<String> getFlattenedKeyFieldNames(List<List<String>> unnestList, List<String> projectList) {
+        if (unnestList == null) {
+            return projectList;
+
+        } else {
+            List<String> flattenedKeyNameList = new ArrayList<>();
+            for (List<String> unnestField : unnestList) {
+                flattenedKeyNameList.addAll(unnestField);
+            }
+            if (projectList != null) {
+                flattenedKeyNameList.addAll(projectList);
+            }
+            return flattenedKeyNameList;
+        }
+    }
+
+    /**
+     * @return Mapping to the flattened key field names, determine where the UNNESTs occur.
+     */
+    public static List<Boolean> getUnnestFlags(List<List<String>> unnestList, List<String> projectList) {
+        if (unnestList.isEmpty()) {
+            // A simple element has no UNNEST flags raised..
+            List<Boolean> unnestFlags = new ArrayList<>();
+            for (String ignored : projectList) {
+                unnestFlags.add(false);
+            }
+            return unnestFlags;
+
+        } else {
+            List<Boolean> unnestFlagsPrefix = new ArrayList<>();
+            for (List<String> unnestField : unnestList) {
+                for (int i = 0; i < unnestField.size() - 1; i++) {
+                    unnestFlagsPrefix.add(false);
+                }
+                unnestFlagsPrefix.add(true);
+            }
+
+            if (projectList == null) {
+                // Stop here. The prefix is the flag vector itself.
+                return unnestFlagsPrefix;
+
+            } else {
+                List<Boolean> unnestFlags = new ArrayList<>(unnestFlagsPrefix);
+                for (int i = 0; i < projectList.size(); i++) {
+                    unnestFlags.add(false);
+                }
+                return unnestFlags;
+            }
+        }
+    }
+
+    /**
+     * Traverse each distinct record path and invoke the appropriate commands for each scenario. Here, we keep track
+     * of the record/list type at each step and give this to each command.
+     */
+    public static void walkArrayPath(Index index, ARecordType baseRecordType, List<String> flattenedFieldName,
+            List<Boolean> unnestFlags, TypeTrackerCommandExecutor commandExecutor) throws AlgebricksException {
+        ArrayPath arrayPath = new ArrayPath(flattenedFieldName, unnestFlags).invoke();
+        List<List<String>> fieldNamesPerArray = arrayPath.fieldNamesPerArray;
+        List<Boolean> unnestFlagsPerArray = arrayPath.unnestFlagsPerArray;
+        boolean requiresOnlyOneUnnest = unnestFlags.stream().filter(f -> f).count() == 1;
+
+        // If we are given no base record type, then we do not need to keep track of the record type. We are solely
+        // using this walk for its flags.
+        boolean isTrackingType = baseRecordType != null;
+        IAType workingType = baseRecordType;
+
+        for (int i = 0; i < fieldNamesPerArray.size(); i++) {
+            ARecordType startingStepRecordType = (isTrackingType) ? (ARecordType) workingType : null;
+            if (isTrackingType) {
+                if (!workingType.getTypeTag().equals(ATypeTag.OBJECT)) {
+                    throw new AsterixException(ErrorCode.COMPILATION_ERROR, "Mismatched record type to depth-"
+                            + "indicators. Expected record type, but got: " + workingType.getTypeTag());
+                }
+
+                ARecordType intermediateRecordType = startingStepRecordType;
+                List<String> fieldName = fieldNamesPerArray.get(i);
+                for (String fieldPart : fieldName) {
+                    // Determine whether we have an open field or not. Extract the type appropriately.
+                    isTrackingType = isTrackingType && intermediateRecordType.doesFieldExist(fieldPart);
+                    if (isTrackingType) {
+                        workingType =
+                                Index.getNonNullableOpenFieldType(index, intermediateRecordType.getFieldType(fieldPart),
+                                        Collections.singletonList(fieldPart), intermediateRecordType).first;
+                        if (workingType instanceof ARecordType) {
+                            // We have an intermediate step, set our record step for the next loop iteration.
+                            intermediateRecordType = (ARecordType) workingType;
+                        }
+                    }
+                }
+            }
+
+            if (unnestFlagsPerArray.get(i)) {
+                if (isTrackingType) {
+                    workingType = TypeComputeUtils.extractListItemType(workingType);
+                    if (workingType == null) {
+                        throw new AsterixException(ErrorCode.COMPILATION_ILLEGAL_STATE,
+                                "Expected list type inside record: " + startingStepRecordType);
+                    }
+                }
+                boolean isFirstArrayStep = i == 0;
+                boolean isLastUnnestInIntermediateStep = i < fieldNamesPerArray.size() - 1;
+                commandExecutor.executeActionOnEachArrayStep(startingStepRecordType, workingType,
+                        fieldNamesPerArray.get(i), isFirstArrayStep, isLastUnnestInIntermediateStep);
+            }
+
+            if (i == fieldNamesPerArray.size() - 1) {
+                boolean isNonArrayStep = !unnestFlagsPerArray.get(i);
+                commandExecutor.executeActionOnFinalArrayStep(startingStepRecordType, fieldNamesPerArray.get(i),
+                        isNonArrayStep, requiresOnlyOneUnnest);
+            }
+        }
+    }
+
+    /**
+     * Traverse each distinct record path and invoke the appropriate commands for each scenario. Here, we keep track
+     * of the total number of actions performed and give this to each command.
+     */
+    public static void walkArrayPath(List<String> flattenedFieldName, List<Boolean> unnestFlags,
+            ActionCounterCommandExecutor commandExecutor) throws AlgebricksException {
+        ArrayPath arrayPath = new ArrayPath(flattenedFieldName, unnestFlags).invoke();
+        List<List<String>> fieldNamesPerArray = arrayPath.fieldNamesPerArray;
+        List<Boolean> unnestFlagsPerArray = arrayPath.unnestFlagsPerArray;
+
+        int numberOfActionsPerformed = 0;
+        for (int i = 0; i < fieldNamesPerArray.size(); i++) {
+            boolean isUnnestFlagRaised = unnestFlagsPerArray.get(i);
+            if (i == 0) {
+                commandExecutor.executeActionOnFirstArrayStep();
+                numberOfActionsPerformed++;
+                isUnnestFlagRaised = false;
+            }
+
+            if (isUnnestFlagRaised) {
+                commandExecutor.executeActionOnIntermediateArrayStep(numberOfActionsPerformed++);
+            }
+
+            if (i == fieldNamesPerArray.size() - 1) {
+                commandExecutor.executeActionOnFinalArrayStep(numberOfActionsPerformed++);
+            }
+        }
+    }
+
+    public interface ActionCounterCommandExecutor {
+        void executeActionOnFirstArrayStep() throws AlgebricksException;
+
+        void executeActionOnIntermediateArrayStep(int numberOfActionsAlreadyPerformed) throws AlgebricksException;
+
+        void executeActionOnFinalArrayStep(int numberOfActionsAlreadyPerformed) throws AlgebricksException;
+    }
+
+    public interface TypeTrackerCommandExecutor {
+        void executeActionOnEachArrayStep(ARecordType startingStepRecordType, IAType workingType,
+                List<String> fieldName, boolean isFirstArrayStep, boolean isLastUnnestInIntermediateStep)
+                throws AlgebricksException;
+
+        void executeActionOnFinalArrayStep(ARecordType startingStepRecordType, List<String> fieldName,
+                boolean isNonArrayStep, boolean requiresOnlyOneUnnest) throws AlgebricksException;
+    }
+
+    private static class ArrayPath {
+        private final List<String> flattenedFieldName;
+        private final List<Boolean> unnestFlags;
+        private List<List<String>> fieldNamesPerArray;
+        private List<Boolean> unnestFlagsPerArray;
+
+        public ArrayPath(List<String> flattenedFieldName, List<Boolean> unnestFlags) {
+            this.flattenedFieldName = flattenedFieldName;
+            this.unnestFlags = unnestFlags;
+        }
+
+        public ArrayPath invoke() {
+            fieldNamesPerArray = new ArrayList<>();
+            unnestFlagsPerArray = new ArrayList<>();
+            List<String> workingRecordPath = new ArrayList<>();
+            for (int i = 0; i < unnestFlags.size(); i++) {
+                workingRecordPath.add(flattenedFieldName.get(i));
+
+                if (i == unnestFlags.size() - 1 || unnestFlags.get(i)) {
+                    unnestFlagsPerArray.add(unnestFlags.get(i));
+                    fieldNamesPerArray.add(workingRecordPath);
+                    workingRecordPath = new ArrayList<>();
+                }
+            }
+            return this;
+        }
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/DatasetUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/DatasetUtil.java
index 2e10d77..6529794 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/DatasetUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/DatasetUtil.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.metadata.utils;
 
 import static org.apache.asterix.common.utils.IdentifierUtil.dataset;
-import static org.apache.asterix.common.utils.IdentifierUtil.dataverse;
 
 import java.io.DataOutput;
 import java.util.ArrayList;
@@ -39,6 +38,7 @@
 import org.apache.asterix.common.dataflow.ICcApplicationContext;
 import org.apache.asterix.common.exceptions.ACIDException;
 import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.common.transactions.IRecoveryManager;
 import org.apache.asterix.external.indexing.IndexingConstants;
@@ -369,8 +369,7 @@
         DataverseName dataverseName = dataverse.getDataverseName();
         Dataset dataset = metadataProvider.findDataset(dataverseName, datasetName);
         if (dataset == null) {
-            throw new AsterixException(
-                    "Could not find " + dataset() + " " + datasetName + " in " + dataverse() + " " + dataverseName);
+            throw new AsterixException(ErrorCode.UNKNOWN_DATASET_IN_DATAVERSE, datasetName, dataverseName);
         }
         JobSpecification spec = RuntimeUtils.createJobSpecification(metadataProvider.getApplicationContext());
         Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint =
@@ -417,7 +416,7 @@
                 metadataProvider.getStorageComponentProvider().getStorageManager(), primaryFileSplitProvider);
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec,
                 dataset.getPrimaryRecordDescriptor(metadataProvider), lowKeyFields, highKeyFields, true, true,
-                indexHelperFactory, false, false, null, searchCallbackFactory, null, null, false);
+                indexHelperFactory, false, false, null, searchCallbackFactory, null, null, false, null);
         AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
                 primaryPartitionConstraint);
         return primarySearchOp;
@@ -475,9 +474,9 @@
         IDataFormat dataFormat = metadataProvider.getDataFormat();
 
         int f = 0;
-        // add the upsert indicator var
-        outputSerDes[f] = dataFormat.getSerdeProvider().getSerializerDeserializer(BuiltinType.ABOOLEAN);
-        outputTypeTraits[f] = dataFormat.getTypeTraitProvider().getTypeTrait(BuiltinType.ABOOLEAN);
+        // add the upsert operation var
+        outputSerDes[f] = dataFormat.getSerdeProvider().getSerializerDeserializer(BuiltinType.AINT8);
+        outputTypeTraits[f] = dataFormat.getTypeTraitProvider().getTypeTrait(BuiltinType.AINT8);
         f++;
         // add the previous record
         outputSerDes[f] = dataFormat.getSerdeProvider().getSerializerDeserializer(itemType);
@@ -621,4 +620,11 @@
         return nodeGroup;
     }
 
+    public static String getDatasetTypeDisplayName(DatasetType datasetType) {
+        return datasetType == DatasetType.VIEW ? "view" : dataset();
+    }
+
+    public static boolean isNotView(Dataset dataset) {
+        return dataset.getDatasetType() != DatasetType.VIEW;
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ExternalIndexingOperations.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ExternalIndexingOperations.java
index 9847fe4..b899e16 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ExternalIndexingOperations.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/ExternalIndexingOperations.java
@@ -80,6 +80,11 @@
 
 public class ExternalIndexingOperations {
     private static final Logger LOGGER = LogManager.getLogger();
+    /**
+     * Note: there's a special handling of this empty indexing field name in
+     * {@link org.apache.asterix.metadata.entitytupletranslators.IndexTupleTranslator
+     * IndexTupleTranslator.createMetadataEntityFromARecord()}
+     */
     public static final List<List<String>> FILE_INDEX_FIELD_NAMES =
             Collections.unmodifiableList(Collections.singletonList(Collections.singletonList("")));
     public static final List<IAType> FILE_INDEX_FIELD_TYPES =
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/FullTextUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/FullTextUtil.java
new file mode 100644
index 0000000..563bab4
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/FullTextUtil.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.metadata.utils;
+
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.runtime.fulltext.AbstractFullTextFilterDescriptor;
+import org.apache.asterix.runtime.fulltext.FullTextConfigDescriptor;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+
+import com.google.common.collect.ImmutableList;
+
+public class FullTextUtil {
+    public static IFullTextConfigEvaluatorFactory fetchFilterAndCreateConfigEvaluator(MetadataProvider metadataProvider,
+            DataverseName dataverseName, String configName) throws AlgebricksException {
+        FullTextConfigDescriptor configDescriptor =
+                metadataProvider.findFullTextConfig(dataverseName, configName).getFullTextConfig();
+
+        ImmutableList.Builder<AbstractFullTextFilterDescriptor> filterDescriptorsBuilder = ImmutableList.builder();
+        for (String filterName : configDescriptor.getFilterNames()) {
+            filterDescriptorsBuilder
+                    .add(metadataProvider.findFullTextFilter(dataverseName, filterName).getFullTextFilter());
+        }
+
+        return configDescriptor.createEvaluatorFactory(filterDescriptorsBuilder.build());
+    }
+
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/IndexUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/IndexUtil.java
index 311e4b6..ad92803 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/IndexUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/IndexUtil.java
@@ -33,12 +33,19 @@
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
+import org.apache.asterix.om.base.AString;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.job.listener.JobEventListenerFactory;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.api.job.IJobletEventListenerFactory;
 import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.util.OptionalBoolean;
 
 public class IndexUtil {
 
@@ -58,17 +65,24 @@
 
     public static Index getPrimaryIndex(Dataset dataset) {
         InternalDatasetDetails id = (InternalDatasetDetails) dataset.getDatasetDetails();
-        return new Index(dataset.getDataverseName(), dataset.getDatasetName(), dataset.getDatasetName(),
-                DatasetConfig.IndexType.BTREE, id.getPartitioningKey(), id.getKeySourceIndicator(),
-                id.getPrimaryKeyType(), false, false, true, dataset.getPendingOp());
+        return Index.createPrimaryIndex(dataset.getDataverseName(), dataset.getDatasetName(), id.getPartitioningKey(),
+                id.getKeySourceIndicator(), id.getPrimaryKeyType(), dataset.getPendingOp());
     }
 
     public static int[] getBtreeFieldsIfFiltered(Dataset dataset, Index index) throws AlgebricksException {
         if (index.isPrimaryIndex()) {
             return DatasetUtil.createBTreeFieldsWhenThereisAFilter(dataset);
         }
+        int numSecondaryKeys;
+        if (index.getIndexType() == DatasetConfig.IndexType.BTREE) {
+            numSecondaryKeys = ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
+        } else if (index.getIndexType() == DatasetConfig.IndexType.ARRAY) {
+            numSecondaryKeys = ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList().stream()
+                    .map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+        } else {
+            throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE, index.getIndexType().toString());
+        }
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
         int[] btreeFields = new int[numSecondaryKeys + numPrimaryKeys];
         for (int k = 0; k < btreeFields.length; k++) {
             btreeFields[k] = k;
@@ -82,9 +96,14 @@
             return empty;
         }
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys;
         switch (index.getIndexType()) {
+            case ARRAY:
+                numSecondaryKeys = ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList().stream()
+                        .map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+                return new int[] { numPrimaryKeys + numSecondaryKeys };
             case BTREE:
+                numSecondaryKeys = ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
                 return new int[] { numPrimaryKeys + numSecondaryKeys };
             case RTREE:
             case LENGTH_PARTITIONED_NGRAM_INVIX:
@@ -167,4 +186,58 @@
         spec.setJobletEventListenerFactory(jobEventListenerFactory);
     }
 
+    public static boolean castDefaultNull(Index index) {
+        return Index.IndexCategory.of(index.getIndexType()) == Index.IndexCategory.VALUE
+                && ((Index.ValueIndexDetails) index.getIndexDetails()).getCastDefaultNull().getOrElse(false);
+    }
+
+    public static Pair<FunctionIdentifier, IAObject> getTypeConstructorDefaultNull(Index index, IAType type,
+            SourceLocation srcLoc) throws CompilationException {
+        Triple<String, String, String> temporalFormats = getTemporalFormats(index);
+        String format = temporalFormats != null ? TypeUtil.getTemporalFormat(type, temporalFormats) : null;
+        boolean withFormat = format != null;
+        FunctionIdentifier typeConstructorFun = TypeUtil.getTypeConstructorDefaultNull(type, withFormat);
+        if (typeConstructorFun == null) {
+            throw new CompilationException(ErrorCode.COMPILATION_TYPE_UNSUPPORTED, srcLoc, "index", type.getTypeName());
+        }
+        return new Pair<>(typeConstructorFun, withFormat ? new AString(format) : null);
+    }
+
+    private static Triple<String, String, String> getTemporalFormats(Index index) {
+        if (Index.IndexCategory.of(index.getIndexType()) != Index.IndexCategory.VALUE) {
+            return null;
+        }
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        String datetimeFormat = indexDetails.getCastDatetimeFormat();
+        String dateFormat = indexDetails.getCastDateFormat();
+        String timeFormat = indexDetails.getCastTimeFormat();
+        if (datetimeFormat != null || dateFormat != null || timeFormat != null) {
+            return new Triple<>(datetimeFormat, dateFormat, timeFormat);
+        } else {
+            return null;
+        }
+    }
+
+    public static boolean includesUnknowns(Index index) {
+        return !index.isPrimaryKeyIndex() && secondaryIndexIncludesUnknowns(index);
+    }
+
+    private static boolean secondaryIndexIncludesUnknowns(Index index) {
+        if (Index.IndexCategory.of(index.getIndexType()) != Index.IndexCategory.VALUE) {
+            // other types of indexes do not include unknowns
+            return false;
+        }
+        OptionalBoolean excludeUnknownKey = ((Index.ValueIndexDetails) index.getIndexDetails()).getExcludeUnknownKey();
+        if (index.getIndexType() == DatasetConfig.IndexType.BTREE) {
+            // by default, Btree includes unknowns
+            return excludeUnknownKey.isEmpty() || !excludeUnknownKey.get();
+        } else {
+            // by default, others exclude unknowns
+            return !excludeUnknownKey.isEmpty() && !excludeUnknownKey.get();
+        }
+    }
+
+    public static boolean excludesUnknowns(Index index) {
+        return !includesUnknowns(index);
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/InvertedIndexResourceFactoryProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/InvertedIndexResourceFactoryProvider.java
index d20ff53..a75a75d 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/InvertedIndexResourceFactoryProvider.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/InvertedIndexResourceFactoryProvider.java
@@ -31,15 +31,18 @@
 import org.apache.asterix.common.exceptions.AsterixException;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
 import org.apache.asterix.metadata.api.IResourceFactoryProvider;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.NonTaggedFormatUtil;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.data.std.accessors.ShortBinaryComparatorFactory;
@@ -51,6 +54,7 @@
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMPageWriteCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.LSMInvertedIndexLocalResourceFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.common.IResourceFactory;
 import org.apache.hyracks.storage.common.IStorageManager;
@@ -68,7 +72,8 @@
             IBinaryComparatorFactory[] filterCmpFactories) throws AlgebricksException {
         // Get basic info
         List<List<String>> primaryKeys = dataset.getPrimaryKeys();
-        List<List<String>> secondaryKeys = index.getKeyFieldNames();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        List<List<String>> secondaryKeys = indexDetails.getKeyFieldNames();
         List<String> filterFieldName = DatasetUtil.getFilterField(dataset);
         int numPrimaryKeys = primaryKeys.size();
         int numSecondaryKeys = secondaryKeys.size();
@@ -123,12 +128,19 @@
         IBinaryComparatorFactory[] tokenCmpFactories =
                 getTokenComparatorFactories(dataset, index, recordType, metaType);
         IBinaryTokenizerFactory tokenizerFactory = getTokenizerFactory(dataset, index, recordType, metaType);
+        IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory =
+                FullTextUtil.fetchFilterAndCreateConfigEvaluator(mdProvider, index.getDataverseName(),
+                        indexDetails.getFullTextConfigName());
+
+        ITypeTraitProvider typeTraitProvider = mdProvider.getDataFormat().getTypeTraitProvider();
         return new LSMInvertedIndexLocalResourceFactory(storageManager, typeTraits, cmpFactories, filterTypeTraits,
                 filterCmpFactories, secondaryFilterFields, opTrackerFactory, ioOpCallbackFactory,
                 pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
                 mergePolicyFactory, mergePolicyProperties, true, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                isPartitioned, invertedIndexFields, secondaryFilterFieldsForNonBulkLoadOps,
-                invertedIndexFieldsForNonBulkLoadOps, bloomFilterFalsePositiveRate);
+                fullTextConfigEvaluatorFactory, isPartitioned, invertedIndexFields,
+                secondaryFilterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                bloomFilterFalsePositiveRate, typeTraitProvider.getTypeTrait(BuiltinType.ANULL),
+                NullIntrospector.INSTANCE);
     }
 
     // Returns an array of the type traits of the inverted list elements
@@ -152,7 +164,8 @@
     private static ITypeTraits[] getTokenTypeTraits(Dataset dataset, Index index, ARecordType recordType,
             ARecordType metaType) throws AlgebricksException {
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IndexType indexType = index.getIndexType();
         // Sanity checks.
         if (numPrimaryKeys > 1) {
@@ -166,14 +179,14 @@
         boolean isPartitioned = indexType == IndexType.LENGTH_PARTITIONED_WORD_INVIX
                 || indexType == IndexType.LENGTH_PARTITIONED_NGRAM_INVIX;
         ARecordType sourceType;
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         if (keySourceIndicators == null || keySourceIndicators.get(0) == 0) {
             sourceType = recordType;
         } else {
             sourceType = metaType;
         }
-        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                index.getKeyFieldNames().get(0), sourceType);
+        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), sourceType);
         IAType secondaryKeyType = keyTypePair.first;
         int numTokenFields = (!isPartitioned) ? numSecondaryKeys : numSecondaryKeys + 1;
         ITypeTraits[] tokenTypeTraits = new ITypeTraits[numTokenFields];
@@ -188,7 +201,8 @@
     private static IBinaryComparatorFactory[] getTokenComparatorFactories(Dataset dataset, Index index,
             ARecordType recordType, ARecordType metaType) throws AlgebricksException {
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IndexType indexType = index.getIndexType();
         // Sanity checks.
         if (numPrimaryKeys > 1) {
@@ -201,15 +215,15 @@
         }
         boolean isPartitioned = indexType == IndexType.LENGTH_PARTITIONED_WORD_INVIX
                 || indexType == IndexType.LENGTH_PARTITIONED_NGRAM_INVIX;
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         ARecordType sourceType;
         if (keySourceIndicators == null || keySourceIndicators.get(0) == 0) {
             sourceType = recordType;
         } else {
             sourceType = metaType;
         }
-        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                index.getKeyFieldNames().get(0), sourceType);
+        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), sourceType);
         IAType secondaryKeyType = keyTypePair.first;
         // Comparators and type traits for tokens.
         int numTokenFields = (!isPartitioned) ? numSecondaryKeys : numSecondaryKeys + 1;
@@ -225,7 +239,8 @@
     private static IBinaryTokenizerFactory getTokenizerFactory(Dataset dataset, Index index, ARecordType recordType,
             ARecordType metaType) throws AlgebricksException {
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IndexType indexType = index.getIndexType();
         // Sanity checks.
         if (numPrimaryKeys > 1) {
@@ -237,19 +252,19 @@
                     indexType, 1);
         }
         ARecordType sourceType;
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         if (keySourceIndicators == null || keySourceIndicators.get(0) == 0) {
             sourceType = recordType;
         } else {
             sourceType = metaType;
         }
-        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                index.getKeyFieldNames().get(0), sourceType);
+        Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), sourceType);
         IAType secondaryKeyType = keyTypePair.first;
         // Set tokenizer factory.
         // TODO: We might want to expose the hashing option at the AQL level,
         // and add the choice to the index metadata.
         return NonTaggedFormatUtil.getBinaryTokenizerFactory(secondaryKeyType.getTypeTag(), indexType,
-                index.getGramLength());
+                indexDetails.getGramLength());
     }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/KeyFieldTypeUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/KeyFieldTypeUtil.java
index e074241..c4cc1de 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/KeyFieldTypeUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/KeyFieldTypeUtil.java
@@ -20,6 +20,7 @@
 
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Objects;
 
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.exceptions.CompilationException;
@@ -27,11 +28,19 @@
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
+import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AbstractCollectionType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.NonTaggedFormatUtil;
+import org.apache.asterix.om.utils.RecordUtil;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.util.LogRedactionUtil;
 
 public class KeyFieldTypeUtil {
 
@@ -92,6 +101,8 @@
      *            record.
      * @return a list of IATypes, one for each corresponding index key field.
      * @throws AlgebricksException
+     *
+     * @deprecated use {@link #getKeyProjectType(ARecordType, List, SourceLocation)}
      */
     public static List<IAType> getKeyTypes(ARecordType recordType, ARecordType metaRecordType, List<List<String>> keys,
             List<Integer> keySourceIndicators) throws AlgebricksException {
@@ -119,17 +130,38 @@
      */
     public static List<IAType> getBTreeIndexKeyTypes(Index index, ARecordType recordType, ARecordType metaRecordType)
             throws AlgebricksException {
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         List<IAType> indexKeyTypes = new ArrayList<>();
-        for (int i = 0; i < index.getKeyFieldNames().size(); i++) {
-            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), chooseSource(keySourceIndicators, i, recordType, metaRecordType));
+        for (int i = 0; i < indexDetails.getKeyFieldNames().size(); i++) {
+            Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(i), indexDetails.getKeyFieldNames().get(i),
+                    chooseSource(keySourceIndicators, i, recordType, metaRecordType));
             indexKeyTypes.add(keyPairType.first);
         }
         return indexKeyTypes;
     }
 
     /**
+     * @see KeyFieldTypeUtil#getBTreeIndexKeyTypes(Index, ARecordType, ARecordType)
+     */
+    public static List<IAType> getArrayBTreeIndexKeyTypes(Index index, ARecordType recordType,
+            ARecordType metaRecordType) throws AlgebricksException {
+        Index.ArrayIndexDetails indexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+        List<IAType> indexKeyTypes = new ArrayList<>();
+        for (Index.ArrayIndexElement e : indexDetails.getElementList()) {
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                ARecordType sourceType =
+                        (e.getSourceIndicator() == Index.RECORD_INDICATOR) ? recordType : metaRecordType;
+                Pair<IAType, Boolean> keyPairType = ArrayIndexUtil.getNonNullableOpenFieldType(e.getTypeList().get(i),
+                        e.getUnnestList(), e.getProjectList().get(i), sourceType);
+                indexKeyTypes.add(keyPairType.first);
+            }
+        }
+        return indexKeyTypes;
+    }
+
+    /**
      * Get the types of RTree index key fields
      *
      * @param index,
@@ -143,11 +175,12 @@
      */
     public static List<IAType> getRTreeIndexKeyTypes(Index index, ARecordType recordType, ARecordType metaRecordType)
             throws AlgebricksException {
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         List<IAType> indexKeyTypes = new ArrayList<>();
         ARecordType targetRecType = chooseSource(keySourceIndicators, 0, recordType, metaRecordType);
-        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                index.getKeyFieldNames().get(0), targetRecType);
+        Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), targetRecType);
         IAType keyType = keyPairType.first;
         IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyType.getTypeTag());
         int numKeys = KeyFieldTypeUtil.getNumSecondaryKeys(index, targetRecType, metaRecordType);
@@ -171,17 +204,22 @@
      */
     public static int getNumSecondaryKeys(Index index, ARecordType recordType, ARecordType metaRecordType)
             throws AlgebricksException {
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
         switch (index.getIndexType()) {
+            case ARRAY:
+                return ((Index.ArrayIndexDetails) index.getIndexDetails()).getElementList().stream()
+                        .map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
             case BTREE:
+                return ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
             case SINGLE_PARTITION_WORD_INVIX:
             case SINGLE_PARTITION_NGRAM_INVIX:
             case LENGTH_PARTITIONED_WORD_INVIX:
             case LENGTH_PARTITIONED_NGRAM_INVIX:
-                return index.getKeyFieldNames().size();
+                return ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
             case RTREE:
-                Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                        index.getKeyFieldNames().get(0),
+                Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+                List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
+                Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(index,
+                        indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0),
                         chooseSource(keySourceIndicators, 0, recordType, metaRecordType));
                 IAType keyType = keyPairType.first;
                 return NonTaggedFormatUtil.getNumDimensions(keyType.getTypeTag()) * 2;
@@ -208,4 +246,107 @@
             ARecordType metaRecordType) {
         return keySourceIndicators.get(index) == 0 ? recordType : metaRecordType;
     }
+
+    /**
+     * Returns type after applying UNNEST steps defined by an index element.
+     *
+     * @return { primeType, nullable, missable } or {@code null} if the path is not found in an open record
+     * @throws CompilationException
+     *             if path is not found in a closed record
+     */
+    public static Triple<IAType, Boolean, Boolean> getKeyUnnestType(final ARecordType inputType,
+            List<List<String>> unnestPathList, SourceLocation sourceLoc) throws CompilationException {
+        if (unnestPathList.isEmpty()) {
+            return new Triple<>(inputType, false, false);
+        }
+        IAType itemType = inputType;
+        boolean itemTypeNullable = false, itemTypeMissable = false;
+        for (List<String> unnestPath : unnestPathList) {
+            // check that the type is a record at this point
+            if (itemType.getTypeTag() != ATypeTag.OBJECT) {
+                throw new CompilationException(ErrorCode.TYPE_MISMATCH_GENERIC, sourceLoc, ATypeTag.OBJECT,
+                        itemType.getTypeTag());
+            }
+            ARecordType itemRecordType = (ARecordType) itemType;
+            Triple<IAType, Boolean, Boolean> fieldTypeResult = getKeyProjectType(itemRecordType, unnestPath, sourceLoc);
+            if (fieldTypeResult == null) {
+                return null;
+            }
+            IAType fieldType = fieldTypeResult.first;
+            boolean fieldTypeNullable = fieldTypeResult.second;
+            boolean fieldTypeMissable = fieldTypeResult.third;
+            // check that we've arrived to a collection type
+            if (!fieldType.getTypeTag().isListType()) {
+                throw new CompilationException(ErrorCode.TYPE_MISMATCH_GENERIC,
+                        sourceLoc, ExceptionUtil.toExpectedTypeString(new byte[] {
+                                ATypeTag.SERIALIZED_ORDEREDLIST_TYPE_TAG, ATypeTag.SERIALIZED_UNORDEREDLIST_TYPE_TAG }),
+                        fieldType);
+            }
+            AbstractCollectionType fieldListType = (AbstractCollectionType) fieldType;
+            IAType fieldListItemType = fieldListType.getItemType();
+            boolean fieldListItemTypeNullable = false, fieldListItemTypeMissable = false;
+            if (fieldListItemType.getTypeTag() == ATypeTag.UNION) {
+                AUnionType fieldListItemTypeUnion = (AUnionType) fieldListItemType;
+                fieldListItemType = fieldListItemTypeUnion.getActualType();
+                fieldListItemTypeNullable = fieldListItemTypeUnion.isNullableType();
+                fieldListItemTypeMissable = fieldListItemTypeUnion.isMissableType();
+            }
+            itemType = fieldListItemType;
+            itemTypeNullable = itemTypeNullable || fieldTypeNullable || fieldListItemTypeNullable;
+            itemTypeMissable = itemTypeMissable || fieldTypeMissable || fieldListItemTypeMissable;
+        }
+        return new Triple<>(itemType, itemTypeNullable, itemTypeMissable);
+    }
+
+    /**
+     * Returns type after applying SELECT steps defined by an index element.
+     *
+     * @return { primeType, nullable, missable } or {@code null} if the path is not found in an open record
+     * @throws CompilationException
+     *             if path is not found in a closed record
+     */
+    public static Triple<IAType, Boolean, Boolean> getKeyProjectType(final ARecordType inputType, List<String> path,
+            SourceLocation sourceLoc) throws CompilationException {
+        IAType itemType = inputType;
+        boolean itemTypeNullable = false, itemTypeMissable = false;
+        for (String step : path) {
+            // check that the type is a record at this point
+            if (itemType.getTypeTag() != ATypeTag.OBJECT) {
+                throw new CompilationException(ErrorCode.TYPE_MISMATCH_GENERIC, sourceLoc, ATypeTag.OBJECT,
+                        itemType.getTypeTag());
+            }
+            ARecordType itemRecordType = (ARecordType) itemType;
+            IAType fieldType = itemRecordType.getFieldType(step);
+            if (fieldType == null) {
+                if (itemRecordType.isOpen()) {
+                    // open record type and we couldn't find the field -> ok.
+                    return null;
+                } else {
+                    // closed record type and we couldn't find the field -> error.
+                    throw new CompilationException(ErrorCode.COMPILATION_FIELD_NOT_FOUND, sourceLoc,
+                            LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(path)));
+                }
+            }
+            if (fieldType.getTypeTag() == ATypeTag.UNION) {
+                AUnionType fieldTypeUnion = (AUnionType) fieldType;
+                itemType = fieldTypeUnion.getActualType();
+                itemTypeNullable = itemTypeNullable || fieldTypeUnion.isNullableType();
+                itemTypeMissable = itemTypeMissable || fieldTypeUnion.isMissableType();
+            } else {
+                itemType = fieldType;
+            }
+        }
+        return new Triple<>(itemType, itemTypeNullable, itemTypeMissable);
+    }
+
+    public static IAType makeUnknownableType(IAType primeType, boolean nullable, boolean missable) {
+        IAType type = Objects.requireNonNull(primeType);
+        if (nullable) {
+            type = AUnionType.createNullableType(type);
+        }
+        if (missable) {
+            type = AUnionType.createMissableType(type);
+        }
+        return type;
+    }
 }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataConstants.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataConstants.java
index 9240f25..b52cddd 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataConstants.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataConstants.java
@@ -54,6 +54,8 @@
     public static final String COMPACTION_POLICY_DATASET_NAME = "CompactionPolicy";
     public static final String EXTERNAL_FILE_DATASET_NAME = "ExternalFile";
     public static final String SYNONYM_DATASET_NAME = "Synonym";
+    public static final String FULL_TEXT_CONFIG_DATASET_NAME = "FullTextConfig";
+    public static final String FULL_TEXT_FILTER_DATASET_NAME = "FullTextFilter";
 
     private MetadataConstants() {
     }
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataLockUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataLockUtil.java
index 4309c2e..7bb11e5 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataLockUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/MetadataLockUtil.java
@@ -18,6 +18,10 @@
  */
 package org.apache.asterix.metadata.utils;
 
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
 import org.apache.asterix.common.api.IMetadataLockManager;
 import org.apache.asterix.common.config.DatasetConfig;
 import org.apache.asterix.common.metadata.DataverseName;
@@ -25,6 +29,9 @@
 import org.apache.asterix.common.metadata.LockList;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 
+import com.google.common.base.Strings;
+import com.google.common.collect.ImmutableList;
+
 public class MetadataLockUtil implements IMetadataLockUtil {
 
     @Override
@@ -89,9 +96,12 @@
 
     @Override
     public void createIndexBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
-            String datasetName) throws AlgebricksException {
+            String datasetName, String fullTextConfigName) throws AlgebricksException {
         lockMgr.acquireDataverseReadLock(locks, dataverseName);
         lockMgr.acquireDatasetCreateIndexLock(locks, dataverseName, datasetName);
+        if (!Strings.isNullOrEmpty(fullTextConfigName)) {
+            lockMgr.acquireFullTextConfigReadLock(locks, dataverseName, fullTextConfigName);
+        }
     }
 
     @Override
@@ -157,6 +167,43 @@
     }
 
     @Override
+    public void createFullTextFilterBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
+            String fullTextFilterName) throws AlgebricksException {
+        lockMgr.acquireDataverseReadLock(locks, dataverseName);
+        lockMgr.acquireFullTextFilterWriteLock(locks, dataverseName, fullTextFilterName);
+    }
+
+    @Override
+    public void dropFullTextFilterBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
+            String fullTextFilterName) throws AlgebricksException {
+        lockMgr.acquireDataverseReadLock(locks, dataverseName);
+        lockMgr.acquireFullTextFilterWriteLock(locks, dataverseName, fullTextFilterName);
+    }
+
+    @Override
+    public void createFullTextConfigBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
+            String fullTextConfigName, ImmutableList<String> fullTextFilterNames) throws AlgebricksException {
+        lockMgr.acquireDataverseReadLock(locks, dataverseName);
+        lockMgr.acquireFullTextConfigWriteLock(locks, dataverseName, fullTextConfigName);
+
+        // We should avoid sorting the original list, and the original list is immutable and cannot be sorted anyway
+        List<String> fullTextFilterNamesMutable = new ArrayList<>(fullTextFilterNames);
+
+        // sort the filters to guarantee locks are always fetched in the same order to avoid dead lock between filters
+        Collections.sort(fullTextFilterNamesMutable);
+        for (String filterName : fullTextFilterNamesMutable) {
+            lockMgr.acquireFullTextFilterReadLock(locks, dataverseName, filterName);
+        }
+    }
+
+    @Override
+    public void dropFullTextConfigBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
+            String configName) throws AlgebricksException {
+        lockMgr.acquireDataverseReadLock(locks, dataverseName);
+        lockMgr.acquireFullTextConfigWriteLock(locks, dataverseName, configName);
+    }
+
+    @Override
     public void createAdapterBegin(IMetadataLockManager lockMgr, LockList locks, DataverseName dataverseName,
             String adapterName, DataverseName libraryDataverseName, String libraryName) throws AlgebricksException {
         lockMgr.acquireDataverseReadLock(locks, dataverseName);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/RTreeResourceFactoryProvider.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/RTreeResourceFactoryProvider.java
index 9cebdc2..aa37ebb 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/RTreeResourceFactoryProvider.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/RTreeResourceFactoryProvider.java
@@ -28,6 +28,7 @@
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.external.indexing.IndexingConstants;
+import org.apache.asterix.formats.nontagged.NullIntrospector;
 import org.apache.asterix.metadata.api.IResourceFactoryProvider;
 import org.apache.asterix.metadata.declared.MetadataProvider;
 import org.apache.asterix.metadata.entities.Dataset;
@@ -35,6 +36,7 @@
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.NonTaggedFormatUtil;
 import org.apache.asterix.om.utils.RecordUtil;
@@ -72,15 +74,16 @@
             ARecordType recordType, ARecordType metaType, ILSMMergePolicyFactory mergePolicyFactory,
             Map<String, String> mergePolicyProperties, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories) throws AlgebricksException {
-        if (index.getKeyFieldNames().size() != 1) {
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        if (indexDetails.getKeyFieldNames().size() != 1) {
             throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_INDEX_NUM_OF_FIELD,
-                    index.getKeyFieldNames().size(), index.getIndexType(), 1);
+                    indexDetails.getKeyFieldNames().size(), index.getIndexType(), 1);
         }
-        IAType spatialType = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                index.getKeyFieldNames().get(0), recordType).first;
+        IAType spatialType = Index.getNonNullableOpenFieldType(index, indexDetails.getKeyFieldTypes().get(0),
+                indexDetails.getKeyFieldNames().get(0), recordType).first;
         if (spatialType == null) {
             throw new CompilationException(ErrorCode.COMPILATION_FIELD_NOT_FOUND,
-                    LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(index.getKeyFieldNames().get(0))));
+                    LogRedactionUtil.userData(RecordUtil.toFullyQualifiedName(indexDetails.getKeyFieldNames().get(0))));
         }
         List<List<String>> primaryKeyFields = dataset.getPrimaryKeys();
         int numPrimaryKeys = primaryKeyFields.size();
@@ -155,6 +158,7 @@
                 dataset.getDatasetType() == DatasetType.EXTERNAL ? IndexingConstants.getBuddyBtreeComparatorFactories()
                         : getComparatorFactoriesForDeletedKeyBTree(secondaryTypeTraits, primaryComparatorFactories,
                                 secondaryComparatorFactories);
+        ITypeTraitProvider typeTraitProvider = mdProvider.getDataFormat().getTypeTraitProvider();
         if (dataset.getDatasetType() == DatasetType.INTERNAL) {
             AsterixVirtualBufferCacheProvider vbcProvider =
                     new AsterixVirtualBufferCacheProvider(dataset.getDatasetId());
@@ -162,14 +166,16 @@
                     filterTypeTraits, filterCmpFactories, secondaryFilterFields, opTrackerFactory, ioOpCallbackFactory,
                     pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
                     mergePolicyFactory, mergePolicyProperties, true, valueProviderFactories, rTreePolicyType,
-                    linearizeCmpFactory, rtreeFields, isPointMBR, btreeCompFactories);
+                    linearizeCmpFactory, rtreeFields, isPointMBR, btreeCompFactories,
+                    typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
         } else {
             return new ExternalRTreeLocalResourceFactory(storageManager, typeTraits, rtreeCmpFactories,
                     filterTypeTraits, filterCmpFactories, secondaryFilterFields, opTrackerFactory, ioOpCallbackFactory,
                     pageWriteCallbackFactory, metadataPageManagerFactory, ioSchedulerProvider, mergePolicyFactory,
                     mergePolicyProperties, true, btreeCompFactories, valueProviderFactories, rTreePolicyType,
                     linearizeCmpFactory, rtreeFields, new int[] { numNestedSecondaryKeyFields }, isPointMBR,
-                    mdProvider.getStorageProperties().getBloomFilterFalsePositiveRate());
+                    mdProvider.getStorageProperties().getBloomFilterFalsePositiveRate(),
+                    typeTraitProvider.getTypeTrait(BuiltinType.ANULL), NullIntrospector.INSTANCE);
         }
     }
 
@@ -190,7 +196,8 @@
     private static ITypeTraits[] getTypeTraits(MetadataProvider metadataProvider, Dataset dataset, Index index,
             ARecordType recordType, ARecordType metaType) throws AlgebricksException {
         ITypeTraitProvider ttProvider = metadataProvider.getStorageComponentProvider().getTypeTraitProvider();
-        List<List<String>> secondaryKeyFields = index.getKeyFieldNames();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<List<String>> secondaryKeyFields = indexDetails.getKeyFieldNames();
         int numSecondaryKeys = secondaryKeyFields.size();
         int numPrimaryKeys = dataset.getPrimaryKeys().size();
         ITypeTraits[] primaryTypeTraits = dataset.getPrimaryTypeTraits(metadataProvider, recordType, metaType);
@@ -199,14 +206,14 @@
                     + "There can be only one field as a key for the R-tree index.");
         }
         ARecordType sourceType;
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         if (keySourceIndicators == null || keySourceIndicators.get(0) == 0) {
             sourceType = recordType;
         } else {
             sourceType = metaType;
         }
-        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                secondaryKeyFields.get(0), sourceType);
+        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), sourceType);
         IAType spatialType = spatialTypePair.first;
         if (spatialType == null) {
             throw new AsterixException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
@@ -228,21 +235,22 @@
             ARecordType recordType, ARecordType metaType) throws AlgebricksException {
         IBinaryComparatorFactoryProvider cmpFactoryProvider =
                 metadataProvider.getStorageComponentProvider().getComparatorFactoryProvider();
-        List<List<String>> secondaryKeyFields = index.getKeyFieldNames();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<List<String>> secondaryKeyFields = indexDetails.getKeyFieldNames();
         int numSecondaryKeys = secondaryKeyFields.size();
         if (numSecondaryKeys != 1) {
             throw new AsterixException("Cannot use " + numSecondaryKeys + " fields as a key for the R-tree index. "
                     + "There can be only one field as a key for the R-tree index.");
         }
-        List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+        List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
         ARecordType sourceType;
         if (keySourceIndicators == null || keySourceIndicators.get(0) == 0) {
             sourceType = recordType;
         } else {
             sourceType = metaType;
         }
-        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                secondaryKeyFields.get(0), sourceType);
+        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), sourceType);
         IAType spatialType = spatialTypePair.first;
         if (spatialType == null) {
             throw new AsterixException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryArrayIndexBTreeOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryArrayIndexBTreeOperationsHelper.java
new file mode 100644
index 0000000..c8a7ee1
--- /dev/null
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryArrayIndexBTreeOperationsHelper.java
@@ -0,0 +1,796 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.metadata.utils;
+
+import java.util.ArrayDeque;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Deque;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Objects;
+import java.util.Queue;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+import java.util.stream.Stream;
+
+import org.apache.asterix.common.config.DatasetConfig.DatasetType;
+import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.utils.StorageConstants;
+import org.apache.asterix.external.indexing.IndexingConstants;
+import org.apache.asterix.formats.nontagged.TypeTraitProvider;
+import org.apache.asterix.metadata.declared.MetadataProvider;
+import org.apache.asterix.metadata.entities.Dataset;
+import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.metadata.entities.InternalDatasetDetails;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.utils.RuntimeUtils;
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.jobgen.impl.ConnectorPolicyAssignmentPolicy;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.SimpleAlgebricksAccumulatingAggregatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.SinkRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import org.apache.hyracks.algebricks.runtime.operators.std.AssignRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.UnnestRuntimeFactory;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.group.AbstractAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory;
+
+public class SecondaryArrayIndexBTreeOperationsHelper extends SecondaryTreeIndexOperationsHelper {
+    private final int numAtomicSecondaryKeys, numArraySecondaryKeys, numTotalSecondaryKeys;
+    private final EvalFactoryAndRecDescStackBuilder evalFactoryAndRecDescStackBuilder =
+            new EvalFactoryAndRecDescStackBuilder();
+
+    private final Index.ArrayIndexDetails arrayIndexDetails;
+    private final List<List<String>> flattenedFieldNames;
+    private final List<IAType> flattenedKeyTypes;
+    private final List<List<Boolean>> unnestFlags;
+
+    protected SecondaryArrayIndexBTreeOperationsHelper(Dataset dataset, Index index, MetadataProvider metadataProvider,
+            SourceLocation sourceLoc) throws AlgebricksException {
+        super(dataset, index, metadataProvider, sourceLoc);
+        arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+
+        flattenedFieldNames = new ArrayList<>();
+        flattenedKeyTypes = new ArrayList<>();
+        unnestFlags = new ArrayList<>();
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            if (e.getUnnestList().isEmpty()) {
+                flattenedFieldNames.add(e.getProjectList().get(0));
+                flattenedKeyTypes.add(e.getTypeList().get(0));
+                unnestFlags.add(ArrayIndexUtil.getUnnestFlags(e.getUnnestList(), e.getProjectList().get(0)));
+
+            } else {
+                for (int i = 0; i < e.getProjectList().size(); i++) {
+                    List<String> project = e.getProjectList().get(i);
+                    flattenedFieldNames.add(ArrayIndexUtil.getFlattenedKeyFieldNames(e.getUnnestList(), project));
+                    flattenedKeyTypes.add(e.getTypeList().get(i));
+                    unnestFlags.add(ArrayIndexUtil.getUnnestFlags(e.getUnnestList(), project));
+                }
+            }
+        }
+
+        int totalSecondaryKeyCount = 0;
+        int atomicSecondaryKeyCount = 0;
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            if (e.getUnnestList().isEmpty()) {
+                atomicSecondaryKeyCount++;
+                totalSecondaryKeyCount++;
+            } else {
+                totalSecondaryKeyCount += e.getProjectList().size();
+            }
+        }
+
+        numTotalSecondaryKeys = totalSecondaryKeyCount;
+        numAtomicSecondaryKeys = atomicSecondaryKeyCount;
+        numArraySecondaryKeys = numTotalSecondaryKeys - numAtomicSecondaryKeys;
+    }
+
+    private int findPosOfArrayIndexElement() throws AsterixException {
+        for (int i = 0; i < arrayIndexDetails.getElementList().size(); i++) {
+            if (!arrayIndexDetails.getElementList().get(i).getUnnestList().isEmpty()) {
+                return i;
+            }
+        }
+        throw new AsterixException(ErrorCode.COMPILATION_ILLEGAL_STATE, sourceLoc, "No array index found.");
+    }
+
+    @Override
+    protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
+        Index.ArrayIndexDetails arrayIndexDetails = (Index.ArrayIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = this.getNumSecondaryKeys();
+        secondaryFieldAccessEvalFactories = new IScalarEvaluatorFactory[numSecondaryKeys + numFilterFields];
+        secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
+        secondaryBloomFilterKeyFields = new int[numSecondaryKeys];
+        ISerializerDeserializer[] secondaryRecFields =
+                new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys + numFilterFields];
+        ISerializerDeserializer[] enforcedRecFields =
+                new ISerializerDeserializer[1 + numPrimaryKeys + (dataset.hasMetaPart() ? 1 : 0) + numFilterFields];
+        ITypeTraits[] enforcedTypeTraits =
+                new ITypeTraits[1 + numPrimaryKeys + (dataset.hasMetaPart() ? 1 : 0) + numFilterFields];
+        secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
+        ISerializerDeserializerProvider serdeProvider = metadataProvider.getDataFormat().getSerdeProvider();
+        ITypeTraitProvider typeTraitProvider = metadataProvider.getDataFormat().getTypeTraitProvider();
+        IBinaryComparatorFactoryProvider comparatorFactoryProvider =
+                metadataProvider.getDataFormat().getBinaryComparatorFactoryProvider();
+        boolean isOverridingKeyFieldTypes = arrayIndexDetails.isOverridingKeyFieldTypes();
+        int flattenedListPos = 0;
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            for (int i = 0; i < e.getProjectList().size(); i++) {
+                addSKEvalFactories(isOverridingKeyFieldTypes ? enforcedItemType : itemType, flattenedListPos, false);
+                Pair<IAType, Boolean> keyTypePair = ArrayIndexUtil.getNonNullableOpenFieldType(e.getTypeList().get(i),
+                        e.getUnnestList(), e.getProjectList().get(i), itemType);
+                IAType keyType = keyTypePair.first;
+                anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
+                ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
+                secondaryRecFields[flattenedListPos] = keySerde;
+                secondaryComparatorFactories[flattenedListPos] =
+                        comparatorFactoryProvider.getBinaryComparatorFactory(keyType, true);
+                secondaryTypeTraits[flattenedListPos] = typeTraitProvider.getTypeTrait(keyType);
+                secondaryBloomFilterKeyFields[flattenedListPos] = flattenedListPos;
+
+                flattenedListPos++;
+            }
+        }
+        if (dataset.getDatasetType() == DatasetType.INTERNAL) {
+            // Add serializers and comparators for primary index fields.
+            for (int i = 0; i < numPrimaryKeys; i++) {
+                secondaryRecFields[numSecondaryKeys + i] = primaryRecDesc.getFields()[i];
+                enforcedRecFields[i] = primaryRecDesc.getFields()[i];
+                secondaryTypeTraits[numSecondaryKeys + i] = primaryRecDesc.getTypeTraits()[i];
+                enforcedTypeTraits[i] = primaryRecDesc.getTypeTraits()[i];
+                secondaryComparatorFactories[numSecondaryKeys + i] = primaryComparatorFactories[i];
+            }
+        } else {
+            // Add serializers and comparators for RID fields.
+            for (int i = 0; i < numPrimaryKeys; i++) {
+                secondaryRecFields[numSecondaryKeys + i] = IndexingConstants.getSerializerDeserializer(i);
+                enforcedRecFields[i] = IndexingConstants.getSerializerDeserializer(i);
+                secondaryTypeTraits[numSecondaryKeys + i] = IndexingConstants.getTypeTraits(i);
+                enforcedTypeTraits[i] = IndexingConstants.getTypeTraits(i);
+                secondaryComparatorFactories[numSecondaryKeys + i] = IndexingConstants.getComparatorFactory(i);
+            }
+        }
+        enforcedRecFields[numPrimaryKeys] = serdeProvider.getSerializerDeserializer(itemType);
+        enforcedTypeTraits[numPrimaryKeys] = typeTraitProvider.getTypeTrait(itemType);
+        if (dataset.hasMetaPart()) {
+            enforcedRecFields[numPrimaryKeys + 1] = serdeProvider.getSerializerDeserializer(metaType);
+            enforcedTypeTraits[numPrimaryKeys + 1] = typeTraitProvider.getTypeTrait(metaType);
+        }
+
+        if (numFilterFields > 0) {
+            ARecordType filterItemType =
+                    ((InternalDatasetDetails) dataset.getDatasetDetails()).getFilterSourceIndicator() == 0 ? itemType
+                            : metaType;
+            addSKEvalFactories(itemType, numSecondaryKeys, true);
+            Pair<IAType, Boolean> keyTypePair;
+            keyTypePair = Index.getNonNullableKeyFieldType(filterFieldName, filterItemType);
+            IAType type = keyTypePair.first;
+            ISerializerDeserializer serde = serdeProvider.getSerializerDeserializer(type);
+            secondaryRecFields[numPrimaryKeys + numSecondaryKeys] = serde;
+            enforcedRecFields[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] = serde;
+            enforcedTypeTraits[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] =
+                    typeTraitProvider.getTypeTrait(type);
+        }
+        secondaryRecDesc = new RecordDescriptor(secondaryRecFields, secondaryTypeTraits);
+        enforcedRecDesc = new RecordDescriptor(enforcedRecFields, enforcedTypeTraits);
+    }
+
+    @Override
+    protected int getNumSecondaryKeys() {
+        return arrayIndexDetails.getElementList().stream().map(e -> e.getProjectList().size()).reduce(0, Integer::sum);
+    }
+
+    protected int[] createFieldPermutationForBulkLoadOp(int numSecondaryKeyFields) {
+        int[] fieldPermutation = new int[numSecondaryKeyFields + numPrimaryKeys + numFilterFields];
+        for (int i = 0; i < fieldPermutation.length; i++) {
+            fieldPermutation[i] = i;
+        }
+        return fieldPermutation;
+    }
+
+    protected void addSKEvalFactories(ARecordType recordType, int fieldPos, boolean isFilterField)
+            throws AlgebricksException {
+        if (isFilterField) {
+            addFilterFieldToBuilder(recordType);
+            return;
+        }
+
+        List<String> flattenedFieldName = flattenedFieldNames.get(fieldPos);
+        List<Boolean> workingUnnestFlags = unnestFlags.get(fieldPos);
+        if (workingUnnestFlags.stream().noneMatch(b -> b)) {
+            addAtomicFieldToBuilder(recordType, fieldPos);
+
+        } else {
+            EvalFactoryAndRecDescInvoker commandExecutor =
+                    new EvalFactoryAndRecDescInvoker(!evalFactoryAndRecDescStackBuilder.isUnnestEvalPopulated());
+            ArrayIndexUtil.walkArrayPath(index, recordType, flattenedFieldName, workingUnnestFlags, commandExecutor);
+        }
+    }
+
+    /**
+     * The following job spec is produced: (key provider) -> (PIDX scan) -> (cast)? -> (assign)? ->
+     * ((unnest) -> (assign))* -> (select)? -> (sort)? -> (bulk load) -> (sink)
+     */
+    @Override
+    public JobSpecification buildLoadingJobSpec() throws AlgebricksException {
+        JobSpecification spec = RuntimeUtils.createJobSpecification(metadataProvider.getApplicationContext());
+        if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new UnsupportedOperationException("Array indexes on external datasets not currently supported.");
+        } else {
+            IndexUtil.bindJobEventListener(spec, metadataProvider);
+
+            // Start the job spec. Create a key provider and connect this to a primary index scan.
+            IOperatorDescriptor sourceOp = DatasetUtil.createDummyKeyProviderOp(spec, dataset, metadataProvider);
+            IOperatorDescriptor targetOp = DatasetUtil.createPrimaryIndexScanOp(spec, metadataProvider, dataset);
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+
+            sourceOp = targetOp;
+            if (arrayIndexDetails.isOverridingKeyFieldTypes() && !enforcedItemType.equals(itemType)) {
+                // If we have an enforced type, insert a "cast" after the primary index scan.
+                targetOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
+                spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+                sourceOp = targetOp;
+            }
+
+            // We do not index meta fields. Project away meta fields if they exist.
+            if (dataset.hasMetaPart()) {
+                int[] outColumns = new int[] { primaryRecDesc.getFieldCount() };
+                int[] projectionList = new int[primaryRecDesc.getFieldCount() - 1];
+                for (int i = 0; i < projectionList.length - 1; i++) {
+                    projectionList[i] = i;
+                }
+                projectionList[projectionList.length - 1] = primaryRecDesc.getFieldCount() - 2;
+                ISerializerDeserializer[] fields = new ISerializerDeserializer[primaryRecDesc.getFieldCount() - 1];
+                ITypeTraits[] typeTraits = new ITypeTraits[primaryRecDesc.getFieldCount() - 1];
+                for (int i = 0; i < primaryRecDesc.getFieldCount() - 1; i++) {
+                    fields[i] = primaryRecDesc.getFields()[i];
+                    typeTraits[i] = primaryRecDesc.getTypeTraits()[i];
+                }
+                targetOp = createGenericAssignOp(spec, new ArrayList<>(), new RecordDescriptor(fields, typeTraits),
+                        outColumns, projectionList);
+                spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+                sourceOp = targetOp;
+            }
+
+            // Perform the unnest work.
+            final Mutable<IOperatorDescriptor> sourceOpRef = new MutableObject<>(sourceOp);
+            final Mutable<IOperatorDescriptor> targetOpRef = new MutableObject<>(targetOp);
+            LoadingJobBuilder jobBuilder = new LoadingJobBuilder(spec, sourceOpRef, targetOpRef);
+            int posOfArrayElement = findPosOfArrayIndexElement();
+            ArrayIndexUtil.walkArrayPath(flattenedFieldNames.get(posOfArrayElement), unnestFlags.get(posOfArrayElement),
+                    jobBuilder);
+            sourceOp = sourceOpRef.getValue();
+
+            if (anySecondaryKeyIsNullable || arrayIndexDetails.isOverridingKeyFieldTypes()) {
+                // If any of the secondary fields are nullable, then we need to filter out the nulls.
+                targetOp = createFilterAnyUnknownSelectOp(spec, numTotalSecondaryKeys, secondaryRecDesc);
+                spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+                sourceOp = targetOp;
+            }
+
+            // Sort by secondary keys, then primary keys.
+            IBinaryComparatorFactory[] comparatorFactories = getComparatorFactoriesForOrder();
+            targetOp = createSortOp(spec, comparatorFactories, secondaryRecDesc);
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+            sourceOp = targetOp;
+
+            // Only insert unique <SK, PK> pairs into our index,
+            targetOp = createPreSortedDistinctOp(spec, comparatorFactories, secondaryRecDesc);
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+            sourceOp = targetOp;
+
+            // Apply the bulk loading operator.
+            IIndexDataflowHelperFactory dataflowHelperFactory = new IndexDataflowHelperFactory(
+                    metadataProvider.getStorageComponentProvider().getStorageManager(), secondaryFileSplitProvider);
+            targetOp = createTreeIndexBulkLoadOp(spec, createFieldPermutationForBulkLoadOp(numTotalSecondaryKeys),
+                    dataflowHelperFactory, StorageConstants.DEFAULT_TREE_FILL_FACTOR);
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+
+            // Apply the sink.
+            sourceOp = targetOp;
+            SinkRuntimeFactory sinkRuntimeFactory = new SinkRuntimeFactory();
+            sinkRuntimeFactory.setSourceLocation(sourceLoc);
+            targetOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                    new IPushRuntimeFactory[] { sinkRuntimeFactory }, new RecordDescriptor[] { secondaryRecDesc });
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
+            spec.addRoot(targetOp);
+            spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+            return spec;
+        }
+    }
+
+    private IBinaryComparatorFactory[] getComparatorFactoriesForOrder() {
+        IBinaryComparatorFactory[] comparatorFactories =
+                new IBinaryComparatorFactory[numPrimaryKeys + numTotalSecondaryKeys + numFilterFields];
+        if (numTotalSecondaryKeys >= 0) {
+            System.arraycopy(secondaryComparatorFactories, 0, comparatorFactories, 0, numTotalSecondaryKeys);
+        }
+        if (numPrimaryKeys >= 0) {
+            System.arraycopy(primaryComparatorFactories, 0, comparatorFactories, numTotalSecondaryKeys, numPrimaryKeys);
+        }
+        if (numFilterFields > 0) {
+            comparatorFactories[numTotalSecondaryKeys + numPrimaryKeys] =
+                    secondaryComparatorFactories[numTotalSecondaryKeys];
+        }
+        return comparatorFactories;
+    }
+
+    private IOperatorDescriptor createPreSortedDistinctOp(JobSpecification spec,
+            IBinaryComparatorFactory[] secondaryComparatorFactories, RecordDescriptor secondaryRecDesc) {
+        int[] distinctFields = new int[secondaryComparatorFactories.length];
+        for (int i = 0; i < secondaryComparatorFactories.length; i++) {
+            distinctFields[i] = i;
+        }
+
+        IAggregateEvaluatorFactory[] aggFactories = new IAggregateEvaluatorFactory[] {};
+        AbstractAggregatorDescriptorFactory aggregatorFactory =
+                new SimpleAlgebricksAccumulatingAggregatorFactory(aggFactories, distinctFields);
+        aggregatorFactory.setSourceLocation(sourceLoc);
+
+        PreclusteredGroupOperatorDescriptor distinctOp = new PreclusteredGroupOperatorDescriptor(spec, distinctFields,
+                secondaryComparatorFactories, aggregatorFactory, secondaryRecDesc, false, -1);
+        distinctOp.setSourceLocation(sourceLoc);
+
+        return distinctOp;
+    }
+
+    /**
+     * Create an UNNEST operator for use with array indexes, which will perform the unnest and append the new field to
+     * the end of the input tuple. We expect three types of inputs to this operator:
+     * <p>
+     * <ol>
+     * <li>Tuples from a PIDX scan, which are in the format [PKs, record].
+     * <li>Tuples from an UNNEST op, which are in the format [PKs, (filter)?, intermediate-record].
+     * <li>Tuples from an UNNEST op that has already assigned a composite key, which are in the format:
+     * [PKs, (atomic SKs)?, (filter)?, intermediate-record].
+     * </ol>
+     * <p>
+     * In all cases here, the field(s) we want to unnest are located at the end of the input tuple.
+     */
+    private AlgebricksMetaOperatorDescriptor createUnnestOp(JobSpecification spec, int inputWidth,
+            IScalarEvaluatorFactory sef, RecordDescriptor unnestRecDesc) throws AlgebricksException {
+        int[] projectionList = IntStream.range(0, inputWidth + 1).toArray();
+        IUnnestingEvaluatorFactory unnestingEvaluatorFactory =
+                metadataProvider.getFunctionManager().lookupFunction(BuiltinFunctions.SCAN_COLLECTION, sourceLoc)
+                        .createUnnestingEvaluatorFactory(new IScalarEvaluatorFactory[] { sef });
+        UnnestRuntimeFactory unnest = new UnnestRuntimeFactory(projectionList.length - 1, unnestingEvaluatorFactory,
+                projectionList, false, null);
+        unnest.setSourceLocation(sourceLoc);
+        AlgebricksMetaOperatorDescriptor algebricksMetaOperatorDescriptor = new AlgebricksMetaOperatorDescriptor(spec,
+                1, 1, new IPushRuntimeFactory[] { unnest }, new RecordDescriptor[] { unnestRecDesc });
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, algebricksMetaOperatorDescriptor,
+                primaryPartitionConstraint);
+        return algebricksMetaOperatorDescriptor;
+    }
+
+    /**
+     * Create an ASSIGN operator for use in-between UNNEST operators. This means that the projected fields will be in
+     * the order of [PKs, (atomic SKs)?, (filter)?, intermediate record], from the following expected inputs:
+     * <p>
+     * <ol>
+     * <li>Tuples from an PIDX scan -> UNNEST op, which are in the format [PKs, record, intermediate record].
+     * <li>Tuples from an ASSIGN op -> UNNEST op, which are in the format [PKs, (atomic SKs)?, (filter)?, record,
+     * intermediate record].
+     * <p>
+     * </ol>
+     * In addition to removing the record filter for the first case, we must also retrieve the filter field and the
+     * top-level atomic SK if they exist.
+     */
+    private AlgebricksMetaOperatorDescriptor createIntermediateAssignOp(JobSpecification spec, boolean isFirstAssign,
+            int inputWidth, List<IScalarEvaluatorFactory> sefs, RecordDescriptor assignRecDesc) {
+        int[] outColumns, projectionList;
+        if (isFirstAssign) {
+            projectionList = new int[numPrimaryKeys + numAtomicSecondaryKeys + numFilterFields + 1];
+            outColumns = IntStream.range(inputWidth, (numAtomicSecondaryKeys + numFilterFields == 1) ? (inputWidth + 1)
+                    : inputWidth + numAtomicSecondaryKeys + numFilterFields).toArray();
+            for (int i = 0; i < numPrimaryKeys; i++) {
+                projectionList[i] = i;
+            }
+            System.arraycopy(outColumns, 0, projectionList, numPrimaryKeys, numAtomicSecondaryKeys);
+            if (numFilterFields > 0) {
+                projectionList[numPrimaryKeys + numAtomicSecondaryKeys] = outColumns[outColumns.length - 1];
+            }
+        } else {
+            outColumns = new int[] { inputWidth };
+            projectionList = new int[inputWidth - 1];
+            for (int i = 0; i < projectionList.length - 1; i++) {
+                projectionList[i] = i;
+            }
+        }
+        projectionList[projectionList.length - 1] = inputWidth - 1;
+        return createGenericAssignOp(spec, sefs, assignRecDesc, outColumns, projectionList);
+    }
+
+    /**
+     * Create an ASSIGN operator for use after the final UNNEST operator for an array index bulk-loading job. This means
+     * that the projected fields will be in the order of [SKs, PKs, filter], from the following expected inputs:
+     * <p>
+     * <ol>
+     * <li>Tuples from an PIDX scan -> UNNEST op, which are in the format [PKs, record, intermediate record].
+     * <li>Tuples from an ASSIGN op -> UNNEST op, which are in the format [PKs, (atomic SKs)?, (filter)?, record,
+     * intermediate record].
+     * <p>
+     * </ol>
+     * For the first case, we must also retrieve the filter field and the top-level atomic SK if they exist.
+     */
+    private AlgebricksMetaOperatorDescriptor createFinalAssignOp(JobSpecification spec, boolean isFirstAssign,
+            int inputWidth, List<IScalarEvaluatorFactory> sefs, RecordDescriptor assignRecDesc) {
+        int[] outColumns, projectionList;
+        if (isFirstAssign) {
+            int outColumnsCursor = 0;
+            projectionList = new int[numPrimaryKeys + numTotalSecondaryKeys + numFilterFields];
+            outColumns = IntStream.range(inputWidth, (numTotalSecondaryKeys + numFilterFields == 1) ? (inputWidth + 1)
+                    : inputWidth + numTotalSecondaryKeys + numFilterFields).toArray();
+            for (int i = 0; i < numTotalSecondaryKeys; i++) {
+                int sizeOfFieldNamesForI = flattenedFieldNames.get(i).size();
+                if (unnestFlags.get(i).get(sizeOfFieldNamesForI - 1)) {
+                    projectionList[i] = numPrimaryKeys + 1;
+                } else {
+                    projectionList[i] = outColumns[outColumnsCursor++];
+                }
+            }
+            for (int i = numTotalSecondaryKeys; i < numPrimaryKeys + numTotalSecondaryKeys; i++) {
+                projectionList[i] = i - numTotalSecondaryKeys;
+            }
+            if (numFilterFields > 0) {
+                projectionList[projectionList.length - 1] = outColumns[outColumnsCursor];
+            }
+        } else {
+            int atomicSKCursor = 0, arraySKCursor = 0;
+            projectionList = new int[numPrimaryKeys + numTotalSecondaryKeys + numFilterFields];
+            outColumns = IntStream.range(inputWidth, inputWidth + numArraySecondaryKeys).toArray();
+            for (int i = 0; i < numTotalSecondaryKeys; i++) {
+                int sizeOfFieldNamesForI = flattenedFieldNames.get(i).size();
+                if (unnestFlags.get(i).stream().noneMatch(b -> b)) {
+                    projectionList[i] = numPrimaryKeys + atomicSKCursor++;
+                } else if (!unnestFlags.get(i).get(sizeOfFieldNamesForI - 1)) {
+                    projectionList[i] = outColumns[arraySKCursor++];
+                } else {
+                    projectionList[i] = numPrimaryKeys + numAtomicSecondaryKeys + numFilterFields + 1;
+                }
+            }
+            for (int i = 0; i < numPrimaryKeys; i++) {
+                projectionList[i + numTotalSecondaryKeys] = i;
+            }
+            if (numFilterFields > 0) {
+                projectionList[numPrimaryKeys + numTotalSecondaryKeys] = numPrimaryKeys + numAtomicSecondaryKeys;
+            }
+        }
+        return createGenericAssignOp(spec, sefs, assignRecDesc, outColumns, projectionList);
+    }
+
+    private AlgebricksMetaOperatorDescriptor createGenericAssignOp(JobSpecification spec,
+            List<IScalarEvaluatorFactory> sefs, RecordDescriptor assignRecDesc, int[] outColumns,
+            int[] projectionList) {
+        AssignRuntimeFactory assign =
+                new AssignRuntimeFactory(outColumns, sefs.toArray(new IScalarEvaluatorFactory[0]), projectionList);
+        assign.setSourceLocation(sourceLoc);
+        AlgebricksMetaOperatorDescriptor algebricksMetaOperatorDescriptor = new AlgebricksMetaOperatorDescriptor(spec,
+                1, 1, new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { assignRecDesc });
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, algebricksMetaOperatorDescriptor,
+                primaryPartitionConstraint);
+        return algebricksMetaOperatorDescriptor;
+    }
+
+    private void addAtomicFieldToBuilder(ARecordType recordType, int indexPos) throws AlgebricksException {
+        IAType workingType = Index.getNonNullableOpenFieldType(index, flattenedKeyTypes.get(indexPos),
+                flattenedFieldNames.get(indexPos), recordType).first;
+        IScalarEvaluatorFactory sef =
+                metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(metadataProvider.getFunctionManager(),
+                        recordType, flattenedFieldNames.get(indexPos), numPrimaryKeys, sourceLoc);
+        evalFactoryAndRecDescStackBuilder.addAtomicSK(sef, workingType);
+    }
+
+    private void addFilterFieldToBuilder(ARecordType recordType) throws AlgebricksException {
+        IScalarEvaluatorFactory sef = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
+                metadataProvider.getFunctionManager(), recordType, filterFieldName, numPrimaryKeys, sourceLoc);
+        evalFactoryAndRecDescStackBuilder.addFilter(sef,
+                Index.getNonNullableKeyFieldType(filterFieldName, recordType).first);
+    }
+
+    class EvalFactoryAndRecDescInvoker implements ArrayIndexUtil.TypeTrackerCommandExecutor {
+        private final boolean isFirstWalk;
+
+        public EvalFactoryAndRecDescInvoker(boolean isFirstWalk) {
+            this.isFirstWalk = isFirstWalk;
+        }
+
+        @Override
+        public void executeActionOnEachArrayStep(ARecordType startingStepRecordType, IAType workingType,
+                List<String> fieldName, boolean isFirstArrayStep, boolean isLastUnnestInIntermediateStep)
+                throws AlgebricksException {
+            if (!this.isFirstWalk) {
+                // We have already added the appropriate UNNESTs.
+                return;
+            }
+
+            int sourceColumnForNestedArrays = numPrimaryKeys + numAtomicSecondaryKeys + numFilterFields;
+            int sourceColumnForFirstUnnestInAtomicPath =
+                    isFirstArrayStep ? numPrimaryKeys : sourceColumnForNestedArrays;
+            IScalarEvaluatorFactory sef = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
+                    metadataProvider.getFunctionManager(), startingStepRecordType, fieldName,
+                    sourceColumnForFirstUnnestInAtomicPath, sourceLoc);
+            evalFactoryAndRecDescStackBuilder.addUnnest(sef, workingType);
+        }
+
+        @Override
+        public void executeActionOnFinalArrayStep(ARecordType startingStepRecordType, List<String> fieldName,
+                boolean isNonArrayStep, boolean requiresOnlyOneUnnest) throws AlgebricksException {
+            // If the final value is nested inside a record, add this SEF.
+            if (!isNonArrayStep) {
+                return;
+            }
+
+            int sourceColumnForFinalEvaluator = 1 + ((requiresOnlyOneUnnest) ? numPrimaryKeys
+                    : (numPrimaryKeys + numAtomicSecondaryKeys + numFilterFields));
+            IScalarEvaluatorFactory sef = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
+                    metadataProvider.getFunctionManager(), startingStepRecordType, fieldName,
+                    sourceColumnForFinalEvaluator, sourceLoc);
+            evalFactoryAndRecDescStackBuilder.addFinalArraySK(sef);
+        }
+    }
+
+    class LoadingJobBuilder implements ArrayIndexUtil.ActionCounterCommandExecutor {
+        private final Deque<RecordDescriptor> recDescStack = evalFactoryAndRecDescStackBuilder.buildRecDescStack();
+        private final Deque<List<IScalarEvaluatorFactory>> sefStack =
+                evalFactoryAndRecDescStackBuilder.buildEvalFactoryStack();
+
+        private final JobSpecification spec;
+        private final Mutable<IOperatorDescriptor> sourceOpRef;
+        private final Mutable<IOperatorDescriptor> targetOpRef;
+        private RecordDescriptor workingRecDesc = recDescStack.pop(), nextRecDesc;
+
+        LoadingJobBuilder(JobSpecification spec, Mutable<IOperatorDescriptor> sourceOpRef,
+                Mutable<IOperatorDescriptor> targetOpRef) throws AlgebricksException {
+            this.spec = spec;
+            this.sourceOpRef = sourceOpRef;
+            this.targetOpRef = targetOpRef;
+        }
+
+        private void connectAndMoveToNextOp() {
+            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOpRef.getValue(), 0, targetOpRef.getValue(), 0);
+            sourceOpRef.setValue(targetOpRef.getValue());
+            workingRecDesc = nextRecDesc;
+        }
+
+        @Override
+        public void executeActionOnFirstArrayStep() throws AlgebricksException {
+            IScalarEvaluatorFactory sef = sefStack.pop().get(0);
+            nextRecDesc = recDescStack.pop();
+            targetOpRef.setValue(createUnnestOp(spec, workingRecDesc.getFieldCount(), sef, nextRecDesc));
+            connectAndMoveToNextOp();
+        }
+
+        @Override
+        public void executeActionOnIntermediateArrayStep(int numberOfActionsAlreadyPerformed)
+                throws AlgebricksException {
+            // The purpose of the ASSIGN added here is twofold: 1) is to remove the unnecessary record/list we
+            // just unnested, and 2) is to extract the appropriate record fields, if we expect a record next.
+            nextRecDesc = recDescStack.pop();
+            targetOpRef.setValue(createIntermediateAssignOp(spec, numberOfActionsAlreadyPerformed < 2,
+                    workingRecDesc.getFieldCount(), sefStack.pop(), nextRecDesc));
+            connectAndMoveToNextOp();
+
+            IScalarEvaluatorFactory sef = sefStack.pop().get(0);
+            nextRecDesc = recDescStack.pop();
+            targetOpRef.setValue(createUnnestOp(spec, workingRecDesc.getFieldCount(), sef, nextRecDesc));
+            connectAndMoveToNextOp();
+        }
+
+        @Override
+        public void executeActionOnFinalArrayStep(int numberOfActionsAlreadyPerformed) throws AlgebricksException {
+            nextRecDesc = recDescStack.pop();
+            targetOpRef.setValue(createFinalAssignOp(spec, numberOfActionsAlreadyPerformed < 2,
+                    workingRecDesc.getFieldCount(), sefStack.pop(), nextRecDesc));
+            connectAndMoveToNextOp();
+        }
+    }
+
+    class EvalFactoryAndRecDescStackBuilder {
+        class EvalFactoryAndPosition {
+            final IScalarEvaluatorFactory scalarEvaluatorFactory;
+            final int position;
+
+            EvalFactoryAndPosition(IScalarEvaluatorFactory scalarEvaluatorFactory) {
+                this.scalarEvaluatorFactory = scalarEvaluatorFactory;
+                this.position = workingPosition++;
+            }
+        }
+
+        private final Deque<EvalFactoryAndPosition> unnestEvalFactories = new ArrayDeque<>();
+        private final List<EvalFactoryAndPosition> atomicSKEvalFactories = new ArrayList<>();
+        private final List<EvalFactoryAndPosition> finalArraySKEvalFactories = new ArrayList<>();
+        private final Queue<IAType> unnestEvalTypes = new LinkedList<>();
+        private final List<IAType> atomicSKEvalTypes = new ArrayList<>();
+        private EvalFactoryAndPosition filterEvalFactory = null;
+        private IAType filterEvalType = null;
+        private int workingPosition = 0;
+
+        public void addAtomicSK(IScalarEvaluatorFactory sef, IAType type) {
+            atomicSKEvalFactories.add(new EvalFactoryAndPosition(sef));
+            atomicSKEvalTypes.add(type);
+        }
+
+        public void addFilter(IScalarEvaluatorFactory sef, IAType type) {
+            filterEvalFactory = new EvalFactoryAndPosition(sef);
+            filterEvalType = type;
+        }
+
+        public void addFinalArraySK(IScalarEvaluatorFactory sef) {
+            finalArraySKEvalFactories.add(new EvalFactoryAndPosition(sef));
+        }
+
+        public void addUnnest(IScalarEvaluatorFactory sef, IAType type) {
+            unnestEvalFactories.push(new EvalFactoryAndPosition(sef));
+            unnestEvalTypes.add(type);
+        }
+
+        public boolean isUnnestEvalPopulated() {
+            return !unnestEvalFactories.isEmpty();
+        }
+
+        /**
+         * Order our scalar evaluator factory stack in the order each UNNEST and ASSIGN op will be performed.
+         * <p>
+         * Visually, our stack looks like:
+         *
+         * <pre>
+         *  [ first UNNEST SEF ------------------------------------------------- ]
+         *  [ first ASSIGN SEFs -- atomic SKs and filter  ---------------------- ]
+         * *[ any intermediate UNNEST SEFs --column accessors / record accessors ]
+         *  [ final ASSIGN SEFs -- array SKs (record accessors) ---------------- ]
+         * </pre>
+         */
+        public Deque<List<IScalarEvaluatorFactory>> buildEvalFactoryStack() {
+            Deque<List<EvalFactoryAndPosition>> resultant = new ArrayDeque<>();
+            resultant.push(finalArraySKEvalFactories);
+            int initialUnnestEvalFactorySize = unnestEvalFactories.size();
+            for (int i = 0; i < initialUnnestEvalFactorySize - 1; i++) {
+                if (i != 0) {
+                    resultant.push(new ArrayList<>());
+                }
+                resultant.push(Collections.singletonList(unnestEvalFactories.pop()));
+                if (i == initialUnnestEvalFactorySize - 2) {
+                    resultant.push(new ArrayList<>());
+                }
+            }
+
+            // Sort the SEFs according to the index order.
+            resultant.peek().addAll(atomicSKEvalFactories);
+            List<EvalFactoryAndPosition> reorderedSEFs = new ArrayList<>(Objects.requireNonNull(resultant.peek()));
+            reorderedSEFs.sort(Comparator.comparingInt(s -> s.position));
+            resultant.pop();
+            resultant.push(reorderedSEFs);
+
+            // Append our filter eval factory last.
+            if (filterEvalFactory != null) {
+                resultant.peek().add(filterEvalFactory);
+            }
+            resultant.push(Collections.singletonList(unnestEvalFactories.pop()));
+            return resultant.stream()
+                    .map(l -> l.stream().map(s -> s.scalarEvaluatorFactory).collect(Collectors.toList()))
+                    .collect(Collectors.toCollection(ArrayDeque::new));
+        }
+
+        /**
+         * Order our record descriptor stack in the same order as our SEF stack.
+         * <p>
+         * Visually, our stack looks like:
+         *
+         * <pre>
+         *  [ primary record descriptor --------------------------------------- ]
+         *  [ primary record descriptor w/ first UNNESTed field at the end ---- ]
+         *  [ record descriptor w/ atomic fields, w/o record, w/ UNNESTed field ]
+         * *[ same record descriptor as above, w/ new unnested field ---------- ]
+         * *[ same record descriptor as above, w/o record field --------------- ]
+         *  [ secondary record descriptor ------------------------------------- ]
+         * </pre>
+         */
+        public Deque<RecordDescriptor> buildRecDescStack() throws AlgebricksException {
+            int initialUnnestEvalTypesSize = unnestEvalTypes.size();
+            Deque<RecordDescriptor> resultant = new ArrayDeque<>();
+            RecordDescriptor recDescBeforeFirstUnnest = primaryRecDesc;
+            if (dataset.hasMetaPart()) {
+                ISerializerDeserializer[] fields = new ISerializerDeserializer[primaryRecDesc.getFieldCount() - 1];
+                ITypeTraits[] typeTraits = new ITypeTraits[primaryRecDesc.getFieldCount() - 1];
+                for (int i = 0; i < primaryRecDesc.getFieldCount() - 1; i++) {
+                    fields[i] = primaryRecDesc.getFields()[i];
+                    typeTraits[i] = primaryRecDesc.getTypeTraits()[i];
+                }
+                recDescBeforeFirstUnnest = new RecordDescriptor(fields, typeTraits);
+            }
+            resultant.addLast(recDescBeforeFirstUnnest);
+            resultant.addLast(createUnnestRecDesc(recDescBeforeFirstUnnest, unnestEvalTypes.remove()));
+            for (int i = 0; i < initialUnnestEvalTypesSize - 1; i++) {
+                resultant.addLast(createAssignRecDesc(resultant.getLast(), i == 0));
+                resultant.addLast(createUnnestRecDesc(resultant.getLast(), unnestEvalTypes.remove()));
+            }
+            resultant.addLast(secondaryRecDesc);
+            return resultant;
+        }
+
+        private RecordDescriptor createUnnestRecDesc(RecordDescriptor priorRecDesc, IAType type)
+                throws AlgebricksException {
+            ISerializerDeserializerProvider serdeProvider = metadataProvider.getDataFormat().getSerdeProvider();
+            ISerializerDeserializer[] unnestFields = Stream
+                    .concat(Stream.of(priorRecDesc.getFields()),
+                            Stream.of(serdeProvider.getSerializerDeserializer(type)))
+                    .toArray(ISerializerDeserializer[]::new);
+            ITypeTraits[] unnestTypes = Stream.concat(Stream.of(priorRecDesc.getTypeTraits()),
+                    Stream.of(TypeTraitProvider.INSTANCE.getTypeTrait(type))).toArray(ITypeTraits[]::new);
+            return new RecordDescriptor(unnestFields, unnestTypes);
+        }
+
+        private RecordDescriptor createAssignRecDesc(RecordDescriptor priorRecDesc, boolean isFirstAssign)
+                throws AlgebricksException {
+            ArrayList<ISerializerDeserializer> assignFields = new ArrayList<>();
+            ArrayList<ITypeTraits> assignTypes = new ArrayList<>();
+            if (isFirstAssign) {
+                ISerializerDeserializerProvider serdeProvider = metadataProvider.getDataFormat().getSerdeProvider();
+                for (int i = 0; i < numPrimaryKeys; i++) {
+                    assignFields.add(priorRecDesc.getFields()[i]);
+                    assignTypes.add(priorRecDesc.getTypeTraits()[i]);
+                }
+                for (IAType s : atomicSKEvalTypes) {
+                    assignFields.add(serdeProvider.getSerializerDeserializer(s));
+                    assignTypes.add(TypeTraitProvider.INSTANCE.getTypeTrait(s));
+                }
+                if (filterEvalType != null) {
+                    assignFields.add(serdeProvider.getSerializerDeserializer(filterEvalType));
+                    assignTypes.add(TypeTraitProvider.INSTANCE.getTypeTrait(filterEvalType));
+                }
+                assignFields.add(priorRecDesc.getFields()[priorRecDesc.getFieldCount() - 1]);
+                assignTypes.add(priorRecDesc.getTypeTraits()[priorRecDesc.getFieldCount() - 1]);
+            } else {
+                assignFields = new ArrayList<>(Arrays.asList(priorRecDesc.getFields()));
+                assignTypes = new ArrayList<>(Arrays.asList(priorRecDesc.getTypeTraits()));
+                assignFields.remove(priorRecDesc.getFieldCount() - 2);
+                assignTypes.remove(priorRecDesc.getFieldCount() - 2);
+            }
+            return new RecordDescriptor(assignFields.toArray(new ISerializerDeserializer[0]),
+                    assignTypes.toArray(new ITypeTraits[0]));
+        }
+    }
+}
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryBTreeOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryBTreeOperationsHelper.java
index bc5ac8b..3d4fb16 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryBTreeOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryBTreeOperationsHelper.java
@@ -48,7 +48,6 @@
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.api.job.JobSpecification;
-import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
 import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
 import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
 import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
@@ -65,10 +64,11 @@
     @Override
     public JobSpecification buildLoadingJobSpec() throws AlgebricksException {
         JobSpecification spec = RuntimeUtils.createJobSpecification(metadataProvider.getApplicationContext());
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
-        int[] fieldPermutation = createFieldPermutationForBulkLoadOp(index.getKeyFieldNames().size());
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        int[] fieldPermutation = createFieldPermutationForBulkLoadOp(indexDetails.getKeyFieldNames().size());
         IIndexDataflowHelperFactory dataflowHelperFactory = new IndexDataflowHelperFactory(
                 metadataProvider.getStorageComponentProvider().getStorageManager(), secondaryFileSplitProvider);
+        boolean excludeUnknown = excludeUnknownKeys(index, indexDetails, anySecondaryKeyIsNullable);
         if (dataset.getDatasetType() == DatasetType.EXTERNAL) {
             /*
              * In case of external data,
@@ -80,20 +80,15 @@
             ExternalScanOperatorDescriptor primaryScanOp = createExternalIndexingOp(spec);
 
             // Assign op.
-            AbstractOperatorDescriptor sourceOp = primaryScanOp;
-            if (isOverridingKeyFieldTypes && !enforcedItemType.equals(itemType)) {
-                sourceOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
-                spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, sourceOp, 0);
-            }
             AlgebricksMetaOperatorDescriptor asterixAssignOp =
-                    createExternalAssignOp(spec, index.getKeyFieldNames().size(), secondaryRecDesc);
+                    createExternalAssignOp(spec, indexDetails.getKeyFieldNames().size(), secondaryRecDesc);
 
             // If any of the secondary fields are nullable, then add a select op that filters nulls.
             AlgebricksMetaOperatorDescriptor selectOp = null;
-            if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
-                selectOp = createFilterNullsSelectOp(spec, index.getKeyFieldNames().size(), secondaryRecDesc);
+            if (excludeUnknown) {
+                selectOp =
+                        createFilterAllUnknownsSelectOp(spec, indexDetails.getKeyFieldNames().size(), secondaryRecDesc);
             }
-
             // Sort by secondary keys.
             ExternalSortOperatorDescriptor sortOp = createSortOp(spec, secondaryComparatorFactories, secondaryRecDesc);
             // Create secondary BTree bulk load op.
@@ -115,8 +110,8 @@
             metaOp.setSourceLocation(sourceLoc);
             spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBulkLoadOp, 0, metaOp, 0);
             root = metaOp;
-            spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, asterixAssignOp, 0);
-            if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
+            spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, asterixAssignOp, 0);
+            if (excludeUnknown) {
                 spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, selectOp, 0);
                 spec.connect(new OneToOneConnectorDescriptor(spec), selectOp, 0, sortOp, 0);
             } else {
@@ -128,7 +123,7 @@
             return spec;
         } else {
             // job spec:
-            // key provider -> primary idx -> (cast assign)? -> assign -> (select)? -> (sort)? -> bulk load -> sink
+            // key provider -> primary idx scan -> cast assign -> (select)? -> (sort)? -> bulk load -> sink
             IndexUtil.bindJobEventListener(spec, metadataProvider);
 
             // dummy key provider ----> primary index scan
@@ -137,35 +132,28 @@
             spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
 
             sourceOp = targetOp;
-            if (isOverridingKeyFieldTypes && !enforcedItemType.equals(itemType)) {
-                // primary index scan ----> cast assign
-                targetOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
-                spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
-                sourceOp = targetOp;
-            }
-            // primary index OR cast assign ----> assign op
-            targetOp = createAssignOp(spec, index.getKeyFieldNames().size(), secondaryRecDesc);
+            // primary index ----> cast assign op (produces the secondary index entry)
+            targetOp = createAssignOp(spec, indexDetails.getKeyFieldNames().size(), secondaryRecDesc);
             spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
 
             sourceOp = targetOp;
-            if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
+            if (excludeUnknown) {
                 // if any of the secondary fields are nullable, then add a select op that filters nulls.
                 // assign op ----> select op
-                targetOp = createFilterNullsSelectOp(spec, index.getKeyFieldNames().size(), secondaryRecDesc);
+                targetOp =
+                        createFilterAllUnknownsSelectOp(spec, indexDetails.getKeyFieldNames().size(), secondaryRecDesc);
                 spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
                 sourceOp = targetOp;
             }
-
             // no need to sort if the index is secondary primary index
-            if (!index.getKeyFieldNames().isEmpty()) {
-                // sort by secondary keys.
-                // assign op OR select op ----> sort op
+            if (!indexDetails.getKeyFieldNames().isEmpty()) {
+                // sort by <SKs,PKs>. cast assign op OR select op ----> sort op
                 targetOp = createSortOp(spec, secondaryComparatorFactories, secondaryRecDesc);
                 spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
                 sourceOp = targetOp;
             }
 
-            // assign op OR select op OR sort op ----> bulk load op
+            // cast assign op OR select op OR sort op ----> bulk load op
             targetOp = createTreeIndexBulkLoadOp(spec, fieldPermutation, dataflowHelperFactory,
                     StorageConstants.DEFAULT_TREE_FILL_FACTOR);
             spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, targetOp, 0);
@@ -186,7 +174,7 @@
 
     @Override
     protected int getNumSecondaryKeys() {
-        return index.getKeyFieldNames().size();
+        return ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
     }
 
     /**
@@ -208,12 +196,13 @@
      */
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = getNumSecondaryKeys();
         secondaryFieldAccessEvalFactories = new IScalarEvaluatorFactory[numSecondaryKeys + numFilterFields];
         secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
         secondaryBloomFilterKeyFields = new int[numSecondaryKeys];
         ISerializerDeserializer[] secondaryRecFields =
-                new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys + numFilterFields];
+                new ISerializerDeserializer[numSecondaryKeys + numPrimaryKeys + numFilterFields];
         ISerializerDeserializer[] enforcedRecFields =
                 new ISerializerDeserializer[1 + numPrimaryKeys + (dataset.hasMetaPart() ? 1 : 0) + numFilterFields];
         ITypeTraits[] enforcedTypeTraits =
@@ -225,27 +214,31 @@
                 metadataProvider.getDataFormat().getBinaryComparatorFactoryProvider();
         // Record column is 0 for external datasets, numPrimaryKeys for internal ones
         int recordColumn = dataset.getDatasetType() == DatasetType.INTERNAL ? numPrimaryKeys : 0;
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
+            ARecordType enforcedType;
             int sourceColumn;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = itemType;
                 sourceColumn = recordColumn;
+                enforcedType = enforcedItemType;
             } else {
                 sourceType = metaType;
                 sourceColumn = recordColumn + 1;
+                enforcedType = enforcedMetaType;
             }
-            secondaryFieldAccessEvalFactories[i] = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
-                    metadataProvider.getFunctionManager(), isOverridingKeyFieldTypes ? enforcedItemType : sourceType,
-                    index.getKeyFieldNames().get(i), sourceColumn, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            List<String> secFieldName = indexDetails.getKeyFieldNames().get(i);
+            IAType secFieldType = indexDetails.getKeyFieldTypes().get(i);
+            Pair<IAType, Boolean> keyTypePair =
+                    Index.getNonNullableOpenFieldType(index, secFieldType, secFieldName, sourceType);
             IAType keyType = keyTypePair.first;
+            IScalarEvaluatorFactory secFieldAccessor = createFieldAccessor(sourceType, sourceColumn, secFieldName);
+            secondaryFieldAccessEvalFactories[i] =
+                    createFieldCast(secFieldAccessor, isOverridingKeyFieldTypes, enforcedType, sourceType, keyType);
             anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            secondaryRecFields[i] = keySerde;
+            secondaryRecFields[i] = serdeProvider.getSerializerDeserializer(keyType);
             secondaryComparatorFactories[i] = comparatorFactoryProvider.getBinaryComparatorFactory(keyType, true);
             secondaryTypeTraits[i] = typeTraitProvider.getTypeTrait(keyType);
             secondaryBloomFilterKeyFields[i] = i;
@@ -277,20 +270,29 @@
         }
 
         if (numFilterFields > 0) {
-            ARecordType filterItemType =
-                    ((InternalDatasetDetails) dataset.getDatasetDetails()).getFilterSourceIndicator() == 0 ? itemType
-                            : metaType;
-            secondaryFieldAccessEvalFactories[numSecondaryKeys] = metadataProvider.getDataFormat()
-                    .getFieldAccessEvaluatorFactory(metadataProvider.getFunctionManager(), filterItemType,
-                            filterFieldName, numPrimaryKeys, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair;
-            keyTypePair = Index.getNonNullableKeyFieldType(filterFieldName, filterItemType);
-            IAType type = keyTypePair.first;
-            ISerializerDeserializer serde = serdeProvider.getSerializerDeserializer(type);
+            Integer filterSourceIndicator =
+                    ((InternalDatasetDetails) dataset.getDatasetDetails()).getFilterSourceIndicator();
+            ARecordType sourceType;
+            ARecordType enforcedType;
+            int sourceColumn;
+            if (filterSourceIndicator == null || filterSourceIndicator == 0) {
+                sourceType = itemType;
+                sourceColumn = recordColumn;
+                enforcedType = enforcedItemType;
+            } else {
+                sourceType = metaType;
+                sourceColumn = recordColumn + 1;
+                enforcedType = enforcedMetaType;
+            }
+            IAType filterType = Index.getNonNullableKeyFieldType(filterFieldName, sourceType).first;
+            IScalarEvaluatorFactory filterAccessor = createFieldAccessor(sourceType, sourceColumn, filterFieldName);
+            secondaryFieldAccessEvalFactories[numSecondaryKeys] =
+                    createFieldCast(filterAccessor, isOverridingKeyFieldTypes, enforcedType, sourceType, filterType);
+            ISerializerDeserializer serde = serdeProvider.getSerializerDeserializer(filterType);
             secondaryRecFields[numPrimaryKeys + numSecondaryKeys] = serde;
             enforcedRecFields[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] = serde;
             enforcedTypeTraits[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] =
-                    typeTraitProvider.getTypeTrait(type);
+                    typeTraitProvider.getTypeTrait(filterType);
         }
         secondaryRecDesc = new RecordDescriptor(secondaryRecFields, secondaryTypeTraits);
         enforcedRecDesc = new RecordDescriptor(enforcedRecFields, enforcedTypeTraits);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedBTreeOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedBTreeOperationsHelper.java
index 40f2610..c596137 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedBTreeOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedBTreeOperationsHelper.java
@@ -66,8 +66,8 @@
     public JobSpecification buildLoadingJobSpec() throws AlgebricksException {
         JobSpecification spec = RuntimeUtils.createJobSpecification(metadataProvider.getApplicationContext());
 
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
-
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        boolean excludeUnknown = excludeUnknownKeys(index, indexDetails, anySecondaryKeyIsNullable);
         assert dataset.getDatasetType() == DatasetType.INTERNAL;
 
         // only handle internal datasets
@@ -82,18 +82,13 @@
                 getTaggedRecordDescriptor(dataset.getPrimaryRecordDescriptor(metadataProvider)));
 
         // Assign op.
-        IOperatorDescriptor sourceOp = primaryScanOp;
-        if (isOverridingKeyFieldTypes && !enforcedItemType.equals(itemType)) {
-            sourceOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
-            spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, sourceOp, 0);
-        }
         RecordDescriptor taggedSecondaryRecDesc = getTaggedRecordDescriptor(secondaryRecDesc);
         AlgebricksMetaOperatorDescriptor asterixAssignOp =
-                createAssignOp(spec, index.getKeyFieldNames().size(), taggedSecondaryRecDesc);
+                createAssignOp(spec, indexDetails.getKeyFieldNames().size(), taggedSecondaryRecDesc);
 
         // Generate compensate tuples for upsert
-        IOperatorDescriptor processorOp =
-                createTupleProcessorOp(spec, taggedSecondaryRecDesc, getNumSecondaryKeys(), numPrimaryKeys, false);
+        IOperatorDescriptor processorOp = createTupleProcessorOp(spec, taggedSecondaryRecDesc, getNumSecondaryKeys(),
+                numPrimaryKeys, false, excludeUnknown, false);
 
         ExternalSortOperatorDescriptor sortOp = createSortOp(spec,
                 getTaggedSecondaryComparatorFactories(secondaryComparatorFactories), taggedSecondaryRecDesc);
@@ -110,7 +105,7 @@
         metaOp.setSourceLocation(sourceLoc);
         // Connect the operators.
         spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
-        spec.connect(new OneToOneConnectorDescriptor(spec), sourceOp, 0, asterixAssignOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, asterixAssignOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, processorOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), processorOp, 0, sortOp, 0);
         spec.connect(new OneToOneConnectorDescriptor(spec), sortOp, 0, secondaryBulkLoadOp, 0);
@@ -122,17 +117,18 @@
 
     @Override
     protected int getNumSecondaryKeys() {
-        return index.getKeyFieldNames().size();
+        return ((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
     }
 
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = getNumSecondaryKeys();
         secondaryFieldAccessEvalFactories = new IScalarEvaluatorFactory[numSecondaryKeys + numFilterFields];
         secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
         secondaryBloomFilterKeyFields = new int[numSecondaryKeys];
         ISerializerDeserializer[] secondaryRecFields =
-                new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys + numFilterFields];
+                new ISerializerDeserializer[numSecondaryKeys + numPrimaryKeys + numFilterFields];
         ISerializerDeserializer[] enforcedRecFields =
                 new ISerializerDeserializer[1 + numPrimaryKeys + (dataset.hasMetaPart() ? 1 : 0) + numFilterFields];
         ITypeTraits[] enforcedTypeTraits =
@@ -142,29 +138,32 @@
         ITypeTraitProvider typeTraitProvider = metadataProvider.getDataFormat().getTypeTraitProvider();
         IBinaryComparatorFactoryProvider comparatorFactoryProvider =
                 metadataProvider.getDataFormat().getBinaryComparatorFactoryProvider();
-        // Record column is 0 for external datasets, numPrimaryKeys for internal ones
         int recordColumn = NUM_TAG_FIELDS + numPrimaryKeys;
-        boolean isOverridingKeyTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyTypes = indexDetails.isOverridingKeyFieldTypes();
         for (int i = 0; i < numSecondaryKeys; i++) {
             ARecordType sourceType;
+            ARecordType enforcedType;
             int sourceColumn;
-            List<Integer> keySourceIndicators = index.getKeyFieldSourceIndicators();
+            List<Integer> keySourceIndicators = indexDetails.getKeyFieldSourceIndicators();
             if (keySourceIndicators == null || keySourceIndicators.get(i) == 0) {
                 sourceType = itemType;
                 sourceColumn = recordColumn;
+                enforcedType = enforcedItemType;
             } else {
                 sourceType = metaType;
                 sourceColumn = recordColumn + 1;
+                enforcedType = enforcedMetaType;
             }
-            secondaryFieldAccessEvalFactories[i] = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
-                    metadataProvider.getFunctionManager(), isOverridingKeyTypes ? enforcedItemType : sourceType,
-                    index.getKeyFieldNames().get(i), sourceColumn, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(i),
-                    index.getKeyFieldNames().get(i), sourceType);
+            List<String> secFieldName = indexDetails.getKeyFieldNames().get(i);
+            IAType secFieldType = indexDetails.getKeyFieldTypes().get(i);
+            Pair<IAType, Boolean> keyTypePair =
+                    Index.getNonNullableOpenFieldType(index, secFieldType, secFieldName, sourceType);
             IAType keyType = keyTypePair.first;
+            IScalarEvaluatorFactory secFieldAccessor = createFieldAccessor(sourceType, sourceColumn, secFieldName);
+            secondaryFieldAccessEvalFactories[i] =
+                    createFieldCast(secFieldAccessor, isOverridingKeyTypes, enforcedType, sourceType, keyType);
             anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            secondaryRecFields[i] = keySerde;
+            secondaryRecFields[i] = serdeProvider.getSerializerDeserializer(keyType);
             secondaryComparatorFactories[i] = comparatorFactoryProvider.getBinaryComparatorFactory(keyType, true);
             secondaryTypeTraits[i] = typeTraitProvider.getTypeTrait(keyType);
             secondaryBloomFilterKeyFields[i] = i;
@@ -186,20 +185,29 @@
         }
 
         if (numFilterFields > 0) {
-            ARecordType filterItemType =
-                    ((InternalDatasetDetails) dataset.getDatasetDetails()).getFilterSourceIndicator() == 0 ? itemType
-                            : metaType;
-            secondaryFieldAccessEvalFactories[numSecondaryKeys] = metadataProvider.getDataFormat()
-                    .getFieldAccessEvaluatorFactory(metadataProvider.getFunctionManager(), filterItemType,
-                            filterFieldName, recordColumn, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair;
-            keyTypePair = Index.getNonNullableKeyFieldType(filterFieldName, filterItemType);
-            IAType type = keyTypePair.first;
-            ISerializerDeserializer serde = serdeProvider.getSerializerDeserializer(type);
+            Integer filterSourceIndicator =
+                    ((InternalDatasetDetails) dataset.getDatasetDetails()).getFilterSourceIndicator();
+            ARecordType sourceType;
+            ARecordType enforcedType;
+            int sourceColumn;
+            if (filterSourceIndicator == null || filterSourceIndicator == 0) {
+                sourceType = itemType;
+                sourceColumn = recordColumn;
+                enforcedType = enforcedItemType;
+            } else {
+                sourceType = metaType;
+                sourceColumn = recordColumn + 1;
+                enforcedType = enforcedMetaType;
+            }
+            IAType filterType = Index.getNonNullableKeyFieldType(filterFieldName, sourceType).first;
+            IScalarEvaluatorFactory filterAccessor = createFieldAccessor(sourceType, sourceColumn, filterFieldName);
+            secondaryFieldAccessEvalFactories[numSecondaryKeys] =
+                    createFieldCast(filterAccessor, isOverridingKeyTypes, enforcedType, sourceType, filterType);
+            ISerializerDeserializer serde = serdeProvider.getSerializerDeserializer(filterType);
             secondaryRecFields[numPrimaryKeys + numSecondaryKeys] = serde;
             enforcedRecFields[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] = serde;
             enforcedTypeTraits[numPrimaryKeys + 1 + (dataset.hasMetaPart() ? 1 : 0)] =
-                    typeTraitProvider.getTypeTrait(type);
+                    typeTraitProvider.getTypeTrait(filterType);
         }
         secondaryRecDesc = new RecordDescriptor(secondaryRecFields, secondaryTypeTraits);
         enforcedRecDesc = new RecordDescriptor(enforcedRecFields, enforcedTypeTraits);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedInvertedIndexOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedInvertedIndexOperationsHelper.java
index cf84e56..00cc595 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedInvertedIndexOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedInvertedIndexOperationsHelper.java
@@ -55,6 +55,7 @@
 import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
 import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public class SecondaryCorrelatedInvertedIndexOperationsHelper extends SecondaryCorrelatedTreeIndexOperationsHelper {
@@ -64,6 +65,7 @@
     private IBinaryComparatorFactory[] tokenComparatorFactories;
     private ITypeTraits[] tokenTypeTraits;
     private IBinaryTokenizerFactory tokenizerFactory;
+    private IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     // For tokenization, sorting and loading. Represents <token, primary keys>.
     private int numTokenKeyPairFields;
     private IBinaryComparatorFactory[] tokenKeyPairComparatorFactories;
@@ -80,9 +82,10 @@
 
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         IndexType indexType = index.getIndexType();
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
         // Sanity checks.
         if (numPrimaryKeys > 1) {
             throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_INDEX_FOR_DATASET_WITH_COMPOSITE_PRIMARY_INDEX,
@@ -112,9 +115,9 @@
         if (numSecondaryKeys > 0) {
             secondaryFieldAccessEvalFactories[0] = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
                     metadataProvider.getFunctionManager(), isOverridingKeyFieldTypes ? enforcedItemType : itemType,
-                    index.getKeyFieldNames().get(0), recordColumn, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                    index.getKeyFieldNames().get(0), itemType);
+                    indexDetails.getKeyFieldNames().get(0), recordColumn, sourceLoc);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), itemType);
             secondaryKeyType = keyTypePair.first;
             anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
             ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(secondaryKeyType);
@@ -149,7 +152,9 @@
         // TODO: We might want to expose the hashing option at the AQL level,
         // and add the choice to the index metadata.
         tokenizerFactory = NonTaggedFormatUtil.getBinaryTokenizerFactory(secondaryKeyType.getTypeTag(), indexType,
-                index.getGramLength());
+                indexDetails.getGramLength());
+        fullTextConfigEvaluatorFactory = FullTextUtil.fetchFilterAndCreateConfigEvaluator(metadataProvider,
+                index.getDataverseName(), indexDetails.getFullTextConfigName());
         // Type traits for inverted-list elements. Inverted lists contain
         // primary keys.
         invListsTypeTraits = new ITypeTraits[numPrimaryKeys];
@@ -218,8 +223,9 @@
                 getTaggedRecordDescriptor(dataset.getPrimaryRecordDescriptor(metadataProvider)));
 
         IOperatorDescriptor sourceOp = primaryScanOp;
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
         if (isOverridingKeyFieldTypes && !enforcedItemType.equals(itemType)) {
             sourceOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
             spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, sourceOp, 0);
@@ -233,8 +239,8 @@
                 createAssignOp(spec, numSecondaryKeys, taggedSecondaryRecDesc);
 
         // Generate compensate tuples for upsert
-        IOperatorDescriptor processorOp =
-                createTupleProcessorOp(spec, taggedSecondaryRecDesc, numSecondaryKeys, numPrimaryKeys, true);
+        IOperatorDescriptor processorOp = createTupleProcessorOp(spec, taggedSecondaryRecDesc, numSecondaryKeys,
+                numPrimaryKeys, true, true, true);
 
         // Create a tokenizer op.
         AbstractOperatorDescriptor tokenizerOp = createTokenizerOp(spec);
@@ -268,7 +274,7 @@
 
     private AbstractOperatorDescriptor createTokenizerOp(JobSpecification spec) throws AlgebricksException {
         int docField = NUM_TAG_FIELDS;
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
         int[] keyFields = new int[NUM_TAG_FIELDS + numPrimaryKeys + numFilterFields];
         // set tag fields
         for (int i = 0; i < NUM_TAG_FIELDS; i++) {
@@ -279,8 +285,8 @@
             keyFields[i] = i + numSecondaryKeys;
         }
         BinaryTokenizerOperatorDescriptor tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec,
-                getTaggedRecordDescriptor(tokenKeyPairRecDesc), tokenizerFactory, docField, keyFields, isPartitioned,
-                false, true, MissingWriterFactory.INSTANCE);
+                getTaggedRecordDescriptor(tokenKeyPairRecDesc), tokenizerFactory, fullTextConfigEvaluatorFactory,
+                docField, keyFields, isPartitioned, false, true, MissingWriterFactory.INSTANCE);
         AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, tokenizerOp,
                 primaryPartitionConstraint);
         return tokenizerOp;
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedRTreeOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedRTreeOperationsHelper.java
index d10c093..e26aab3 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedRTreeOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedRTreeOperationsHelper.java
@@ -75,15 +75,16 @@
 
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        List<List<String>> secondaryKeyFields = index.getKeyFieldNames();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<List<String>> secondaryKeyFields = indexDetails.getKeyFieldNames();
         int numSecondaryKeys = secondaryKeyFields.size();
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
         if (numSecondaryKeys != 1) {
             throw AsterixException.create(ErrorCode.INDEX_RTREE_MULTIPLE_FIELDS_NOT_ALLOWED, sourceLoc,
                     numSecondaryKeys);
         }
-        Pair<IAType, Boolean> spatialTypePair =
-                Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), itemType);
+        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), itemType);
         IAType spatialType = spatialTypePair.first;
         anySecondaryKeyIsNullable = spatialTypePair.second;
         isPointMBR = spatialType.getTypeTag() == ATypeTag.POINT || spatialType.getTypeTag() == ATypeTag.POINT3D;
@@ -182,7 +183,7 @@
         RecordDescriptor secondaryRecDescConsideringPointMBR = isPointMBR
                 ? getTaggedRecordDescriptor(secondaryRecDescForPointMBR) : getTaggedRecordDescriptor(secondaryRecDesc);
 
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = index.getIndexDetails().isOverridingKeyFieldTypes();
 
         assert dataset.getDatasetType() == DatasetType.INTERNAL;
 
@@ -206,7 +207,7 @@
 
         // Generate compensate tuples for upsert
         IOperatorDescriptor processorOp = createTupleProcessorOp(spec, secondaryRecDescConsideringPointMBR,
-                numNestedSecondaryKeFieldsConsideringPointMBR, numPrimaryKeys, false);
+                numNestedSecondaryKeFieldsConsideringPointMBR, numPrimaryKeys, false, true, true);
 
         ExternalSortOperatorDescriptor sortOp = createSortOp(spec,
                 getTaggedSecondaryComparatorFactories(new IBinaryComparatorFactory[] {
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedTreeIndexOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedTreeIndexOperationsHelper.java
index 06df020..1a65869 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedTreeIndexOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryCorrelatedTreeIndexOperationsHelper.java
@@ -247,10 +247,11 @@
     }
 
     protected IOperatorDescriptor createTupleProcessorOp(JobSpecification spec, RecordDescriptor taggedSecondaryRecDesc,
-            int numSecondaryKeyFields, int numPrimaryKeyFields, boolean hasBuddyBTree) {
+            int numSecondaryKeyFields, int numPrimaryKeyFields, boolean hasBuddyBTree, boolean excludeUnknownKeys,
+            boolean forAnyUnknownKey) {
         IOperatorDescriptor op = new LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor(spec,
                 taggedSecondaryRecDesc, MissingWriterFactory.INSTANCE, NUM_TAG_FIELDS, numSecondaryKeyFields,
-                numPrimaryKeyFields, hasBuddyBTree);
+                numPrimaryKeyFields, hasBuddyBTree, excludeUnknownKeys, forAnyUnknownKey);
         op.setSourceLocation(sourceLoc);
         AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, op, primaryPartitionConstraint);
         return op;
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryIndexOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryIndexOperationsHelper.java
index 3586c21..9e0d650 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryIndexOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryIndexOperationsHelper.java
@@ -23,6 +23,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.function.Supplier;
 
 import org.apache.asterix.common.config.DatasetConfig.DatasetType;
 import org.apache.asterix.common.config.DatasetConfig.ExternalFilePendingOp;
@@ -34,6 +35,7 @@
 import org.apache.asterix.external.operators.ExternalIndexBulkLoadOperatorDescriptor;
 import org.apache.asterix.external.operators.ExternalIndexBulkModifyOperatorDescriptor;
 import org.apache.asterix.external.operators.ExternalScanOperatorDescriptor;
+import org.apache.asterix.formats.base.IDataFormat;
 import org.apache.asterix.formats.nontagged.BinaryBooleanInspector;
 import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
@@ -43,19 +45,27 @@
 import org.apache.asterix.metadata.entities.Index;
 import org.apache.asterix.metadata.entities.InternalDatasetDetails;
 import org.apache.asterix.metadata.lock.ExternalDatasetsRegistry;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.constants.AsterixConstantValue;
+import org.apache.asterix.om.functions.AbstractFunctionDescriptor;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionManager;
+import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
 import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.evaluators.functions.AndDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.IsUnknownDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.NotDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.OrDescriptor;
 import org.apache.asterix.runtime.operators.LSMIndexBulkLoadOperatorDescriptor;
 import org.apache.asterix.runtime.operators.LSMIndexBulkLoadOperatorDescriptor.BulkLoadUsage;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
 import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
 import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
@@ -139,7 +149,7 @@
 
     private static Pair<ARecordType, ARecordType> getEnforcedType(Index index, ARecordType aRecordType,
             ARecordType metaRecordType) throws AlgebricksException {
-        return index.isOverridingKeyFieldTypes()
+        return index.getIndexDetails().isOverridingKeyFieldTypes()
                 ? TypeUtil.createEnforcedType(aRecordType, metaRecordType, Collections.singletonList(index))
                 : new Pair<>(null, null);
     }
@@ -155,6 +165,10 @@
 
         SecondaryIndexOperationsHelper indexOperationsHelper;
         switch (index.getIndexType()) {
+            case ARRAY:
+                indexOperationsHelper =
+                        new SecondaryArrayIndexBTreeOperationsHelper(dataset, index, metadataProvider, sourceLoc);
+                break;
             case BTREE:
                 indexOperationsHelper = new SecondaryBTreeOperationsHelper(dataset, index, metadataProvider, sourceLoc);
                 break;
@@ -227,7 +241,7 @@
         secondaryFilterFields = new int[numFilterFields];
         primaryFilterFields = new int[numFilterFields];
         primaryBTreeFields = new int[numPrimaryKeys + 1];
-        secondaryBTreeFields = new int[index.getKeyFieldNames().size() + numPrimaryKeys];
+        secondaryBTreeFields = new int[getNumSecondaryKeys() + numPrimaryKeys];
         for (int i = 0; i < primaryBTreeFields.length; i++) {
             primaryBTreeFields[i] = i;
         }
@@ -275,6 +289,63 @@
         primaryRecDesc = new RecordDescriptor(primaryRecFields, primaryTypeTraits);
     }
 
+    protected IScalarEvaluatorFactory createFieldAccessor(ARecordType recordType, int recordColumn,
+            List<String> fieldName) throws AlgebricksException {
+        IFunctionManager funManger = metadataProvider.getFunctionManager();
+        IDataFormat dataFormat = metadataProvider.getDataFormat();
+        return dataFormat.getFieldAccessEvaluatorFactory(funManger, recordType, fieldName, recordColumn, sourceLoc);
+    }
+
+    protected IScalarEvaluatorFactory createFieldCast(IScalarEvaluatorFactory fieldEvalFactory,
+            boolean isOverridingKeyFieldTypes, IAType enforcedRecordType, ARecordType recordType, IAType targetType)
+            throws AlgebricksException {
+        IFunctionManager funManger = metadataProvider.getFunctionManager();
+        IDataFormat dataFormat = metadataProvider.getDataFormat();
+
+        // check IndexUtil.castDefaultNull(index), too, because we always want to cast even if the overriding type is
+        // the same as the overridden type (this is for the case where overriding the type of closed field is allowed)
+        // e.g. field "a" is a string in the dataset ds; CREATE INDEX .. ON ds(a:string) CAST (DEFAULT NULL)
+        boolean castIndexedField = isOverridingKeyFieldTypes
+                && (!enforcedRecordType.equals(recordType) || IndexUtil.castDefaultNull(index));
+        if (!castIndexedField) {
+            return fieldEvalFactory;
+        }
+
+        IScalarEvaluatorFactory castFieldEvalFactory;
+        if (IndexUtil.castDefaultNull(index)) {
+            castFieldEvalFactory = createConstructorFunction(funManger, dataFormat, fieldEvalFactory, targetType);
+        } else if (index.isEnforced()) {
+            IScalarEvaluatorFactory[] castArg = new IScalarEvaluatorFactory[] { fieldEvalFactory };
+            castFieldEvalFactory =
+                    createCastFunction(targetType, BuiltinType.ANY, true, sourceLoc).createEvaluatorFactory(castArg);
+        } else {
+            IScalarEvaluatorFactory[] castArg = new IScalarEvaluatorFactory[] { fieldEvalFactory };
+            castFieldEvalFactory =
+                    createCastFunction(targetType, BuiltinType.ANY, false, sourceLoc).createEvaluatorFactory(castArg);
+        }
+        return castFieldEvalFactory;
+    }
+
+    protected IScalarEvaluatorFactory createConstructorFunction(IFunctionManager funManager, IDataFormat dataFormat,
+            IScalarEvaluatorFactory fieldEvalFactory, IAType fieldType) throws AlgebricksException {
+        IAType targetType = TypeComputeUtils.getActualType(fieldType);
+        Pair<FunctionIdentifier, IAObject> constructorWithFmt =
+                IndexUtil.getTypeConstructorDefaultNull(index, targetType, sourceLoc);
+        FunctionIdentifier typeConstructorFun = constructorWithFmt.first;
+        IFunctionDescriptor typeConstructor = funManager.lookupFunction(typeConstructorFun, sourceLoc);
+        IScalarEvaluatorFactory[] args;
+        // add the format argument if specified
+        if (constructorWithFmt.second != null) {
+            IScalarEvaluatorFactory fmtEvalFactory =
+                    dataFormat.getConstantEvalFactory(new AsterixConstantValue(constructorWithFmt.second));
+            args = new IScalarEvaluatorFactory[] { fieldEvalFactory, fmtEvalFactory };
+        } else {
+            args = new IScalarEvaluatorFactory[] { fieldEvalFactory };
+        }
+        typeConstructor.setSourceLocation(sourceLoc);
+        return typeConstructor.createEvaluatorFactory(args);
+    }
+
     protected AlgebricksMetaOperatorDescriptor createAssignOp(JobSpecification spec, int numSecondaryKeyFields,
             RecordDescriptor secondaryRecDesc) throws AlgebricksException {
         int[] outColumns = new int[numSecondaryKeyFields + numFilterFields];
@@ -336,11 +407,17 @@
                 new RecordDescriptor[] { enforcedRecDesc });
     }
 
-    IFunctionDescriptor createCastFunction(boolean strictCast, SourceLocation sourceLoc) throws AlgebricksException {
+    protected IFunctionDescriptor createCastFunction(boolean strictCast, SourceLocation sourceLoc)
+            throws AlgebricksException {
+        return createCastFunction(enforcedItemType, itemType, strictCast, sourceLoc);
+    }
+
+    protected IFunctionDescriptor createCastFunction(IAType targetType, IAType inputType, boolean strictCast,
+            SourceLocation sourceLoc) throws AlgebricksException {
         IFunctionDescriptor castFuncDesc = metadataProvider.getFunctionManager()
                 .lookupFunction(strictCast ? BuiltinFunctions.CAST_TYPE : BuiltinFunctions.CAST_TYPE_LAX, sourceLoc);
         castFuncDesc.setSourceLocation(sourceLoc);
-        castFuncDesc.setImmutableStates(enforcedItemType, itemType);
+        castFuncDesc.setImmutableStates(targetType, inputType);
         return castFuncDesc;
     }
 
@@ -357,6 +434,11 @@
         return sortOp;
     }
 
+    protected static boolean excludeUnknownKeys(Index index, Index.ValueIndexDetails details,
+            boolean anySecKeyIsNullable) {
+        return IndexUtil.excludesUnknowns(index) && (anySecKeyIsNullable || details.isOverridingKeyFieldTypes());
+    }
+
     protected LSMIndexBulkLoadOperatorDescriptor createTreeIndexBulkLoadOp(JobSpecification spec,
             int[] fieldPermutation, IIndexDataflowHelperFactory dataflowHelperFactory, float fillFactor) {
         IndexDataflowHelperFactory primaryIndexDataflowHelperFactory = new IndexDataflowHelperFactory(
@@ -382,9 +464,20 @@
         return treeIndexBulkLoadOp;
     }
 
-    public AlgebricksMetaOperatorDescriptor createFilterNullsSelectOp(JobSpecification spec, int numSecondaryKeyFields,
-            RecordDescriptor secondaryRecDesc) {
-        IScalarEvaluatorFactory[] andArgsEvalFactories = new IScalarEvaluatorFactory[numSecondaryKeyFields];
+    public AlgebricksMetaOperatorDescriptor createFilterAllUnknownsSelectOp(JobSpecification spec,
+            int numSecondaryKeyFields, RecordDescriptor secondaryRecDesc) throws AlgebricksException {
+        return createFilterSelectOp(spec, numSecondaryKeyFields, secondaryRecDesc, OrDescriptor::new);
+    }
+
+    public AlgebricksMetaOperatorDescriptor createFilterAnyUnknownSelectOp(JobSpecification spec,
+            int numSecondaryKeyFields, RecordDescriptor secondaryRecDesc) throws AlgebricksException {
+        return createFilterSelectOp(spec, numSecondaryKeyFields, secondaryRecDesc, AndDescriptor::new);
+    }
+
+    private AlgebricksMetaOperatorDescriptor createFilterSelectOp(JobSpecification spec, int numSecondaryKeyFields,
+            RecordDescriptor secondaryRecDesc, Supplier<AbstractFunctionDescriptor> predicatesCombinerFuncSupplier)
+            throws AlgebricksException {
+        IScalarEvaluatorFactory[] predicateArgsEvalFactories = new IScalarEvaluatorFactory[numSecondaryKeyFields];
         NotDescriptor notDesc = new NotDescriptor();
         notDesc.setSourceLocation(sourceLoc);
         IsUnknownDescriptor isUnknownDesc = new IsUnknownDescriptor();
@@ -396,17 +489,15 @@
                     isUnknownDesc.createEvaluatorFactory(new IScalarEvaluatorFactory[] { columnAccessEvalFactory });
             IScalarEvaluatorFactory notEvalFactory =
                     notDesc.createEvaluatorFactory(new IScalarEvaluatorFactory[] { isUnknownEvalFactory });
-            andArgsEvalFactories[i] = notEvalFactory;
+            predicateArgsEvalFactories[i] = notEvalFactory;
         }
         IScalarEvaluatorFactory selectCond;
         if (numSecondaryKeyFields > 1) {
-            // Create conjunctive condition where all secondary index keys must
-            // satisfy 'is not null'.
-            AndDescriptor andDesc = new AndDescriptor();
-            andDesc.setSourceLocation(sourceLoc);
-            selectCond = andDesc.createEvaluatorFactory(andArgsEvalFactories);
+            AbstractFunctionDescriptor predicatesCombiner = predicatesCombinerFuncSupplier.get();
+            predicatesCombiner.setSourceLocation(sourceLoc);
+            selectCond = predicatesCombiner.createEvaluatorFactory(predicateArgsEvalFactories);
         } else {
-            selectCond = andArgsEvalFactories[0];
+            selectCond = predicateArgsEvalFactories[0];
         }
         StreamSelectRuntimeFactory select =
                 new StreamSelectRuntimeFactory(selectCond, null, BinaryBooleanInspector.FACTORY, false, -1, null);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryInvertedIndexOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryInvertedIndexOperationsHelper.java
index 85205b3..a84454f 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryInvertedIndexOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryInvertedIndexOperationsHelper.java
@@ -58,6 +58,7 @@
 import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public class SecondaryInvertedIndexOperationsHelper extends SecondaryTreeIndexOperationsHelper {
@@ -67,6 +68,7 @@
     private IBinaryComparatorFactory[] tokenComparatorFactories;
     private ITypeTraits[] tokenTypeTraits;
     private IBinaryTokenizerFactory tokenizerFactory;
+    private IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     // For tokenization, sorting and loading. Represents <token, primary keys>.
     private int numTokenKeyPairFields;
     private IBinaryComparatorFactory[] tokenKeyPairComparatorFactories;
@@ -79,13 +81,16 @@
     protected SecondaryInvertedIndexOperationsHelper(Dataset dataset, Index index, MetadataProvider metadataProvider,
             SourceLocation sourceLoc) throws AlgebricksException {
         super(dataset, index, metadataProvider, sourceLoc);
+        this.fullTextConfigEvaluatorFactory = FullTextUtil.fetchFilterAndCreateConfigEvaluator(metadataProvider,
+                index.getDataverseName(), ((Index.TextIndexDetails) index.getIndexDetails()).getFullTextConfigName());
     }
 
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        int numSecondaryKeys = index.getKeyFieldNames().size();
         IndexType indexType = index.getIndexType();
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        Index.TextIndexDetails indexDetails = (Index.TextIndexDetails) index.getIndexDetails();
+        int numSecondaryKeys = indexDetails.getKeyFieldNames().size();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
         // Sanity checks.
         if (numPrimaryKeys > 1) {
             throw new CompilationException(ErrorCode.COMPILATION_ILLEGAL_INDEX_FOR_DATASET_WITH_COMPOSITE_PRIMARY_INDEX,
@@ -114,9 +119,9 @@
         if (numSecondaryKeys > 0) {
             secondaryFieldAccessEvalFactories[0] = metadataProvider.getDataFormat().getFieldAccessEvaluatorFactory(
                     metadataProvider.getFunctionManager(), isOverridingKeyFieldTypes ? enforcedItemType : itemType,
-                    index.getKeyFieldNames().get(0), numPrimaryKeys, sourceLoc);
-            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0),
-                    index.getKeyFieldNames().get(0), itemType);
+                    indexDetails.getKeyFieldNames().get(0), numPrimaryKeys, sourceLoc);
+            Pair<IAType, Boolean> keyTypePair = Index.getNonNullableOpenFieldType(index,
+                    indexDetails.getKeyFieldTypes().get(0), indexDetails.getKeyFieldNames().get(0), itemType);
             secondaryKeyType = keyTypePair.first;
             anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
             ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(secondaryKeyType);
@@ -151,7 +156,7 @@
         // TODO: We might want to expose the hashing option at the AQL level,
         // and add the choice to the index metadata.
         tokenizerFactory = NonTaggedFormatUtil.getBinaryTokenizerFactory(secondaryKeyType.getTypeTag(), indexType,
-                index.getGramLength());
+                ((Index.TextIndexDetails) indexDetails).getGramLength());
         // Type traits for inverted-list elements. Inverted lists contain
         // primary keys.
         invListsTypeTraits = new ITypeTraits[numPrimaryKeys];
@@ -219,8 +224,8 @@
         IOperatorDescriptor primaryScanOp = DatasetUtil.createPrimaryIndexScanOp(spec, metadataProvider, dataset);
 
         IOperatorDescriptor sourceOp = primaryScanOp;
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        boolean isOverridingKeyFieldTypes = index.getIndexDetails().isOverridingKeyFieldTypes();
+        int numSecondaryKeys = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
         if (isOverridingKeyFieldTypes && !enforcedItemType.equals(itemType)) {
             sourceOp = createCastOp(spec, dataset.getDatasetType(), index.isEnforced());
             spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, sourceOp, 0);
@@ -231,7 +236,7 @@
         // that filters nulls.
         AlgebricksMetaOperatorDescriptor selectOp = null;
         if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
-            selectOp = createFilterNullsSelectOp(spec, numSecondaryKeys, secondaryRecDesc);
+            selectOp = createFilterAnyUnknownSelectOp(spec, numSecondaryKeys, secondaryRecDesc);
         }
 
         // Create a tokenizer op.
@@ -270,14 +275,14 @@
 
     private AbstractOperatorDescriptor createTokenizerOp(JobSpecification spec) {
         int docField = 0;
-        int numSecondaryKeys = index.getKeyFieldNames().size();
+        int numSecondaryKeys = ((Index.TextIndexDetails) index.getIndexDetails()).getKeyFieldNames().size();
         int[] primaryKeyFields = new int[numPrimaryKeys + numFilterFields];
         for (int i = 0; i < primaryKeyFields.length; i++) {
             primaryKeyFields[i] = numSecondaryKeys + i;
         }
-        BinaryTokenizerOperatorDescriptor tokenizerOp =
-                new BinaryTokenizerOperatorDescriptor(spec, tokenKeyPairRecDesc, tokenizerFactory, docField,
-                        primaryKeyFields, isPartitioned, false, false, MissingWriterFactory.INSTANCE);
+        BinaryTokenizerOperatorDescriptor tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec, tokenKeyPairRecDesc,
+                tokenizerFactory, fullTextConfigEvaluatorFactory, docField, primaryKeyFields, isPartitioned, false,
+                false, MissingWriterFactory.INSTANCE);
         tokenizerOp.setSourceLocation(sourceLoc);
         AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, tokenizerOp,
                 primaryPartitionConstraint);
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryRTreeOperationsHelper.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryRTreeOperationsHelper.java
index 1d60772..e36e71f 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryRTreeOperationsHelper.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/SecondaryRTreeOperationsHelper.java
@@ -81,15 +81,16 @@
 
     @Override
     protected void setSecondaryRecDescAndComparators() throws AlgebricksException {
-        List<List<String>> secondaryKeyFields = index.getKeyFieldNames();
+        Index.ValueIndexDetails indexDetails = (Index.ValueIndexDetails) index.getIndexDetails();
+        List<List<String>> secondaryKeyFields = indexDetails.getKeyFieldNames();
         int numSecondaryKeys = secondaryKeyFields.size();
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = indexDetails.isOverridingKeyFieldTypes();
         if (numSecondaryKeys != 1) {
             throw new AsterixException("Cannot use " + numSecondaryKeys + " fields as a key for the R-tree index. "
                     + "There can be only one field as a key for the R-tree index.");
         }
-        Pair<IAType, Boolean> spatialTypePair =
-                Index.getNonNullableOpenFieldType(index.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), itemType);
+        Pair<IAType, Boolean> spatialTypePair = Index.getNonNullableOpenFieldType(index,
+                indexDetails.getKeyFieldTypes().get(0), secondaryKeyFields.get(0), itemType);
         IAType spatialType = spatialTypePair.first;
         anySecondaryKeyIsNullable = spatialTypePair.second;
         if (spatialType == null) {
@@ -198,7 +199,7 @@
                 isPointMBR ? numNestedSecondaryKeyFields / 2 : numNestedSecondaryKeyFields;
         RecordDescriptor secondaryRecDescConsideringPointMBR =
                 isPointMBR ? secondaryRecDescForPointMBR : secondaryRecDesc;
-        boolean isOverridingKeyFieldTypes = index.isOverridingKeyFieldTypes();
+        boolean isOverridingKeyFieldTypes = index.getIndexDetails().isOverridingKeyFieldTypes();
         IIndexDataflowHelperFactory indexDataflowHelperFactory = new IndexDataflowHelperFactory(
                 metadataProvider.getStorageComponentProvider().getStorageManager(), secondaryFileSplitProvider);
         if (dataset.getDatasetType() == DatasetType.INTERNAL) {
@@ -221,7 +222,7 @@
             // If any of the secondary fields are nullable, then add a select op that filters nulls.
             AlgebricksMetaOperatorDescriptor selectOp = null;
             if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
-                selectOp = createFilterNullsSelectOp(spec, numNestedSecondaryKeFieldsConsideringPointMBR,
+                selectOp = createFilterAnyUnknownSelectOp(spec, numNestedSecondaryKeFieldsConsideringPointMBR,
                         secondaryRecDescConsideringPointMBR);
             }
 
@@ -272,7 +273,7 @@
             // If any of the secondary fields are nullable, then add a select op that filters nulls.
             AlgebricksMetaOperatorDescriptor selectOp = null;
             if (anySecondaryKeyIsNullable || isOverridingKeyFieldTypes) {
-                selectOp = createFilterNullsSelectOp(spec, numNestedSecondaryKeFieldsConsideringPointMBR,
+                selectOp = createFilterAnyUnknownSelectOp(spec, numNestedSecondaryKeFieldsConsideringPointMBR,
                         secondaryRecDescConsideringPointMBR);
             }
 
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/TypeUtil.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/TypeUtil.java
index 1f0b487..6e62262 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/TypeUtil.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/utils/TypeUtil.java
@@ -27,21 +27,33 @@
 import java.util.Map;
 
 import org.apache.asterix.common.exceptions.AsterixException;
+import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.common.metadata.DataverseName;
 import org.apache.asterix.metadata.entities.Dataset;
 import org.apache.asterix.metadata.entities.Function;
 import org.apache.asterix.metadata.entities.Index;
+import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.types.TypeSignature;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.om.utils.ConstantExpressionUtil;
 import org.apache.commons.lang3.ArrayUtils;
+import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.util.LogRedactionUtil;
 
 /**
@@ -55,10 +67,324 @@
 
     private static final String FUNCTION_INLINE_TYPE_PREFIX = "$f$t$";
 
+    public static final String DATETIME_PARAMETER_NAME = BuiltinType.ADATETIME.getTypeName();
+
+    public static final String DATE_PARAMETER_NAME = BuiltinType.ADATE.getTypeName();
+
+    public static final String TIME_PARAMETER_NAME = BuiltinType.ATIME.getTypeName();
+
     private TypeUtil() {
     }
 
     /**
+     * @param type type
+     * @param withFormat true when needing a constructor with format
+     *
+     * @return a type constructor that produces NULL for MISSING input
+     */
+    public static FunctionIdentifier getTypeConstructorDefaultNull(IAType type, boolean withFormat) {
+        switch (type.getTypeTag()) {
+            case TINYINT:
+                return BuiltinFunctions.INT8_DEFAULT_NULL_CONSTRUCTOR;
+            case SMALLINT:
+                return BuiltinFunctions.INT16_DEFAULT_NULL_CONSTRUCTOR;
+            case INTEGER:
+                return BuiltinFunctions.INT32_DEFAULT_NULL_CONSTRUCTOR;
+            case BIGINT:
+                return BuiltinFunctions.INT64_DEFAULT_NULL_CONSTRUCTOR;
+            case FLOAT:
+                return BuiltinFunctions.FLOAT_DEFAULT_NULL_CONSTRUCTOR;
+            case DOUBLE:
+                return BuiltinFunctions.DOUBLE_DEFAULT_NULL_CONSTRUCTOR;
+            case BOOLEAN:
+                return BuiltinFunctions.BOOLEAN_DEFAULT_NULL_CONSTRUCTOR;
+            case STRING:
+                return BuiltinFunctions.STRING_DEFAULT_NULL_CONSTRUCTOR;
+            case DATE:
+                return withFormat ? BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT
+                        : BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR;
+            case TIME:
+                return withFormat ? BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT
+                        : BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR;
+            case DATETIME:
+                return withFormat ? BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT
+                        : BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR;
+            case YEARMONTHDURATION:
+                return BuiltinFunctions.YEAR_MONTH_DURATION_DEFAULT_NULL_CONSTRUCTOR;
+            case DAYTIMEDURATION:
+                return BuiltinFunctions.DAY_TIME_DURATION_DEFAULT_NULL_CONSTRUCTOR;
+            case DURATION:
+                return BuiltinFunctions.DURATION_DEFAULT_NULL_CONSTRUCTOR;
+            case UUID:
+                return BuiltinFunctions.UUID_DEFAULT_NULL_CONSTRUCTOR;
+            case BINARY:
+                return BuiltinFunctions.BINARY_BASE64_DEFAULT_NULL_CONSTRUCTOR;
+            default:
+                return null;
+        }
+    }
+
+    public static Map<String, String> validateConfiguration(Map<String, String> config, SourceLocation sourceLoc)
+            throws CompilationException {
+        if (config == null) {
+            return Collections.emptyMap();
+        }
+        for (Map.Entry<String, String> me : config.entrySet()) {
+            String name = me.getKey();
+            String value = me.getValue();
+            if (DATETIME_PARAMETER_NAME.equals(name) || DATE_PARAMETER_NAME.equals(name)
+                    || TIME_PARAMETER_NAME.equals(name)) {
+                if (value == null) {
+                    throw new CompilationException(ErrorCode.INVALID_REQ_PARAM_VAL, sourceLoc, name, "null");
+                }
+            } else {
+                throw new CompilationException(ErrorCode.ILLEGAL_SET_PARAMETER, sourceLoc, name);
+            }
+        }
+        return config;
+    }
+
+    public static String getDatetimeFormat(Map<String, String> config) {
+        return config.get(DATETIME_PARAMETER_NAME);
+    }
+
+    public static String getDateFormat(Map<String, String> config) {
+        return config.get(DATE_PARAMETER_NAME);
+    }
+
+    public static String getTimeFormat(Map<String, String> config) {
+        return config.get(TIME_PARAMETER_NAME);
+    }
+
+    public static String getTemporalFormat(IAType targetType, Triple<String, String, String> temporalFormatByType) {
+        switch (targetType.getTypeTag()) {
+            case DATETIME:
+                return temporalFormatByType.first;
+            case DATE:
+                return temporalFormatByType.second;
+            case TIME:
+                return temporalFormatByType.third;
+            default:
+                return null;
+        }
+    }
+
+    public static IAObject getTemporalFormatArg(AbstractFunctionCallExpression funExpr) {
+        FunctionIdentifier funId = funExpr.getFunctionIdentifier();
+        if (BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT.equals(funId)
+                || BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT.equals(funId)
+                || BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT.equals(funId)) {
+            List<Mutable<ILogicalExpression>> arguments = funExpr.getArguments();
+            if (arguments.size() > 1) {
+                return ConstantExpressionUtil.getConstantIaObject(arguments.get(1).getValue(), null);
+            }
+        }
+        return null;
+    }
+
+    private static class EnforcedTypeBuilder {
+        private final Deque<Triple<IAType, String, Boolean>> typeStack = new ArrayDeque<>();
+        private List<Boolean> keyUnnestFlags;
+        private List<String> keyFieldNames;
+        private ARecordType baseRecordType;
+        private IAType keyFieldType;
+
+        // Output from nested-type-stack construction.
+        private String bridgeNameFoundFromOpenTypeBuild;
+        private IAType endOfOpenTypeBuild;
+        private int indexOfOpenPart;
+        private boolean castDefaultNull;
+
+        public void reset(ARecordType baseRecordType, List<String> keyFieldNames, List<Boolean> keyUnnestFlags,
+                IAType keyFieldType, boolean castDefaultNull) {
+            this.baseRecordType = baseRecordType;
+            this.keyFieldNames = keyFieldNames;
+            this.keyUnnestFlags = keyUnnestFlags;
+            this.keyFieldType = keyFieldType;
+            this.castDefaultNull = castDefaultNull;
+        }
+
+        public ARecordType build() throws AlgebricksException {
+            boolean isOpen = constructNestedTypeStack();
+            IAType newTypeToAdd = (isOpen) ? buildNewForOpenType() : buildNewForFullyClosedType();
+            return buildRestOfRecord(newTypeToAdd);
+        }
+
+        private boolean constructNestedTypeStack() throws AlgebricksException {
+            IAType typeIntermediate = baseRecordType;
+            List<String> subFieldName = new ArrayList<>();
+            for (int i = 0; i < keyFieldNames.size() - 1; i++) {
+                typeStack.push(
+                        new Triple<>(typeIntermediate, keyFieldNames.get(i), i != 0 && keyUnnestFlags.get(i - 1)));
+                bridgeNameFoundFromOpenTypeBuild = typeIntermediate.getTypeName();
+
+                if (i == 0 || !keyUnnestFlags.get(i - 1)) {
+                    subFieldName.add(keyFieldNames.get(i));
+                } else {
+                    // We have a multi-valued intermediate. Perform our UNNEST then add our field name.
+                    typeIntermediate = TypeComputeUtils.extractListItemType(typeIntermediate);
+                    if (typeIntermediate == null) {
+                        String fName = String.join(".", subFieldName);
+                        throw new AsterixException(ErrorCode.COMPILATION_ERROR,
+                                "No list item type found. Wrong type given from field "
+                                        + LogRedactionUtil.userData(fName));
+                    }
+                    subFieldName.add(keyFieldNames.get(i));
+                }
+
+                // Attempt to resolve the type of our working subfield.
+                typeIntermediate = TypeComputeUtils.getActualType(typeIntermediate);
+                typeIntermediate =
+                        ((ARecordType) typeIntermediate).getSubFieldType(subFieldName.subList(i, subFieldName.size()));
+
+                if (typeIntermediate == null) {
+                    endOfOpenTypeBuild = null;
+                    indexOfOpenPart = i;
+                    return true;
+                }
+                ATypeTag tt = TypeComputeUtils.getActualType(typeIntermediate).getTypeTag();
+                if (tt != ATypeTag.OBJECT && tt != ATypeTag.ARRAY && tt != ATypeTag.MULTISET) {
+                    String fName = String.join(".", subFieldName);
+                    throw new AsterixException(ErrorCode.COMPILATION_ERROR, "Field accessor is not defined for '"
+                            + LogRedactionUtil.userData(fName) + "' of type " + tt);
+                }
+            }
+
+            endOfOpenTypeBuild = typeIntermediate;
+            indexOfOpenPart = keyFieldNames.size() - 1;
+            return false;
+        }
+
+        private IAType buildNewForOpenType() {
+            // Walk backwards through our flags and construct the desired type.
+            List<Boolean> unnestFlagsForOpenType = keyUnnestFlags.subList(indexOfOpenPart, keyUnnestFlags.size());
+            List<String> fieldNamesForOpenType = keyFieldNames.subList(indexOfOpenPart, keyFieldNames.size());
+            IAType resultant = keyFieldType;
+            for (int i = unnestFlagsForOpenType.size() - 1; i >= 0; i--) {
+                // Construct the type name.
+                StringBuilder recordTypeNameBuilder = new StringBuilder();
+                recordTypeNameBuilder.append(baseRecordType.getTypeName());
+                for (int j = 0; j < i + indexOfOpenPart; j++) {
+                    recordTypeNameBuilder.append("_").append(keyFieldNames.get(j));
+                    if (keyUnnestFlags.get(j)) {
+                        recordTypeNameBuilder.append("_Item");
+                    }
+                }
+
+                // Construct the type itself and account for any array steps.
+                resultant = nestArrayType(resultant, unnestFlagsForOpenType.get(i));
+                resultant =
+                        new ARecordType(recordTypeNameBuilder.toString(), new String[] { fieldNamesForOpenType.get(i) },
+                                new IAType[] { AUnionType.createUnknownableType(resultant) }, true);
+            }
+
+            // Now update the parent to include this optional field, accounting for intermediate arrays.
+            Triple<IAType, String, Boolean> gapTriple = this.typeStack.pop();
+            ARecordType parentRecord =
+                    (ARecordType) unnestArrayType(TypeComputeUtils.getActualType(gapTriple.first), gapTriple.third);
+            IAType[] parentFieldTypes = ArrayUtils.addAll(parentRecord.getFieldTypes().clone(),
+                    ((ARecordType) resultant).getFieldTypes().clone());
+            resultant = new ARecordType(bridgeNameFoundFromOpenTypeBuild,
+                    ArrayUtils.addAll(parentRecord.getFieldNames(), gapTriple.second), parentFieldTypes, true);
+            resultant = keepUnknown(gapTriple.first, nestArrayType(resultant, gapTriple.third));
+
+            return resultant;
+        }
+
+        private IAType buildNewForFullyClosedType() throws AsterixException {
+            // The schema is closed all the way to the field itself.
+            IAType typeIntermediate = TypeComputeUtils.getActualType(endOfOpenTypeBuild);
+            boolean isOpenTypeWithUnnest = indexOfOpenPart != 0 && keyUnnestFlags.get(indexOfOpenPart - 1);
+            boolean isKeyTypeWithUnnest = keyUnnestFlags.get(indexOfOpenPart);
+            ARecordType lastNestedRecord = (ARecordType) unnestArrayType(typeIntermediate, isOpenTypeWithUnnest);
+            Map<String, IAType> recordNameTypesMap = createRecordNameTypeMap(lastNestedRecord);
+
+            // If an enforced field already exists, verify that the type is correct.
+            IAType enforcedFieldType = recordNameTypesMap.get(keyFieldNames.get(keyFieldNames.size() - 1));
+            if (enforcedFieldType != null && enforcedFieldType.getTypeTag() == ATypeTag.UNION
+                    && ((AUnionType) enforcedFieldType).isUnknownableType()) {
+                enforcedFieldType = ((AUnionType) enforcedFieldType).getActualType();
+            }
+            if (enforcedFieldType != null) {
+                // choose the type specified in the DDL over the type in the dataset schema if CAST is used
+                if (castDefaultNull) {
+                    recordNameTypesMap.put(keyFieldNames.get(keyFieldNames.size() - 1),
+                            AUnionType.createNullableType(nestArrayType(keyFieldType, isKeyTypeWithUnnest)));
+                } else if (!ATypeHierarchy.canPromote(enforcedFieldType.getTypeTag(), this.keyFieldType.getTypeTag())) {
+                    throw new AsterixException(ErrorCode.COMPILATION_ERROR,
+                            "Cannot enforce field '" + LogRedactionUtil.userData(String.join(".", this.keyFieldNames))
+                                    + "' to have type " + this.keyFieldType);
+                }
+            } else {
+                recordNameTypesMap.put(keyFieldNames.get(keyFieldNames.size() - 1),
+                        AUnionType.createUnknownableType(nestArrayType(keyFieldType, isKeyTypeWithUnnest)));
+            }
+
+            // Build the nested record, and account for the wrapping array.
+            IAType resultant = nestArrayType(
+                    new ARecordType(lastNestedRecord.getTypeName(), recordNameTypesMap.keySet().toArray(new String[0]),
+                            recordNameTypesMap.values().toArray(new IAType[0]), lastNestedRecord.isOpen()),
+                    isOpenTypeWithUnnest);
+            return keepUnknown(endOfOpenTypeBuild, resultant);
+        }
+
+        private ARecordType buildRestOfRecord(IAType newTypeToAdd) {
+            IAType resultant = TypeComputeUtils.getActualType(newTypeToAdd);
+            while (!typeStack.isEmpty()) {
+                Triple<IAType, String, Boolean> typeFromStack = typeStack.pop();
+                IAType typeIntermediate = unnestArrayType(typeFromStack.first, typeFromStack.third);
+                typeIntermediate = TypeComputeUtils.getActualType(typeIntermediate);
+                ARecordType recordType = (ARecordType) typeIntermediate;
+                IAType[] fieldTypes = recordType.getFieldTypes().clone();
+                fieldTypes[recordType.getFieldIndex(typeFromStack.second)] = resultant;
+
+                typeIntermediate = nestArrayType(new ARecordType(recordType.getTypeName() + "_enforced",
+                        recordType.getFieldNames(), fieldTypes, recordType.isOpen()), typeFromStack.third);
+                resultant = keepUnknown(typeFromStack.first, typeIntermediate);
+            }
+            return (ARecordType) resultant;
+        }
+
+        private static Map<String, IAType> createRecordNameTypeMap(ARecordType recordType) {
+            LinkedHashMap<String, IAType> recordNameTypesMap = new LinkedHashMap<>();
+            for (int j = 0; j < recordType.getFieldNames().length; j++) {
+                recordNameTypesMap.put(recordType.getFieldNames()[j], recordType.getFieldTypes()[j]);
+            }
+            return recordNameTypesMap;
+        }
+
+        private static IAType keepUnknown(IAType originalRecordType, IAType updatedRecordType) {
+            if (originalRecordType.getTypeTag() == ATypeTag.UNION) {
+                return AUnionType.createUnknownableType(updatedRecordType, updatedRecordType.getTypeName());
+            }
+            return updatedRecordType;
+        }
+
+        private static IAType nestArrayType(IAType originalType, boolean isWithinArray) {
+            if (isWithinArray) {
+                String newTypeName = originalType.getTypeName().endsWith("_Item")
+                        ? originalType.getTypeName().substring(0, originalType.getTypeName().length() - 5)
+                        : originalType.getTypeName();
+                return new AOrderedListType(originalType, newTypeName + "_Array");
+
+            } else {
+                return originalType;
+            }
+        }
+
+        private static IAType unnestArrayType(IAType originalType, boolean isWithinArray) {
+            IAType resultant = originalType;
+            if (isWithinArray) {
+                resultant = TypeComputeUtils.extractListItemType(resultant);
+                if (resultant != null) {
+                    resultant = TypeComputeUtils.getActualType(resultant);
+                }
+            }
+            return resultant;
+        }
+    }
+
+    /**
      * Merges typed index fields with specified recordType, allowing indexed fields to be optional.
      * I.e. the type { "personId":int32, "name": string, "address" : { "street": string } } with typed indexes
      * on age:int32, address.state:string will be merged into type { "personId":int32, "name": string,
@@ -67,110 +393,98 @@
      */
     public static Pair<ARecordType, ARecordType> createEnforcedType(ARecordType recordType, ARecordType metaType,
             List<Index> indexes) throws AlgebricksException {
-        IAType enforcedRecordType = recordType;
-        ARecordType enforcedMetaType = metaType;
-        List<String> subFieldName;
+        EnforcedTypeBuilder enforcedTypeBuilder = new EnforcedTypeBuilder();
+        ARecordType enforcedRecordType = recordType;
         for (Index index : indexes) {
-            if (!index.isSecondaryIndex() || !index.isOverridingKeyFieldTypes()) {
+            if (!index.isSecondaryIndex() || !index.getIndexDetails().isOverridingKeyFieldTypes()) {
                 continue;
             }
-            if (index.hasMetaFields()) {
-                throw new AlgebricksException("Indexing an open field is only supported on the record part");
-            }
-            for (int i = 0; i < index.getKeyFieldNames().size(); i++) {
-                // keeps track of a record type and a field name in that record type
-                Deque<Pair<IAType, String>> nestedTypeStack = new ArrayDeque<>();
-                List<String> splits = index.getKeyFieldNames().get(i);
-                IAType nestedFieldType = enforcedRecordType;
-                boolean openRecords = false;
-                String bridgeName = nestedFieldType.getTypeName();
-                int j;
-                // enforcedRecordType must always be/stay as ARecordType
-                validateRecord(enforcedRecordType);
-                // build the stack for the enforced type, stack of a mixture of ARecord and AUnion(ARecord) types
-                // try to build up to the last record field, e.g. for a.b.c.d.e, build up to and including "d"
-                for (j = 1; j < splits.size(); j++) {
-                    nestedTypeStack.push(new Pair<>(nestedFieldType, splits.get(j - 1)));
-                    bridgeName = nestedFieldType.getTypeName();
-                    subFieldName = splits.subList(0, j);
-                    nestedFieldType = ((ARecordType) enforcedRecordType).getSubFieldType(subFieldName);
-                    if (nestedFieldType == null) {
-                        openRecords = true;
-                        break;
-                    }
-                    // nestedFieldType (i.e. nested record field) must be either ARecordType or AUnion(ARecordType)
-                    validateNestedRecord(nestedFieldType, subFieldName);
-                }
-                if (openRecords) {
-                    // create the smallest record
-                    enforcedRecordType = new ARecordType(splits.get(splits.size() - 2),
-                            new String[] { splits.get(splits.size() - 1) },
-                            new IAType[] { AUnionType.createUnknownableType(index.getKeyFieldTypes().get(i)) }, true);
-                    // create the open part of the nested field
-                    for (int k = splits.size() - 3; k > (j - 2); k--) {
-                        enforcedRecordType = new ARecordType(splits.get(k), new String[] { splits.get(k + 1) },
-                                new IAType[] { AUnionType.createUnknownableType(enforcedRecordType) }, true);
-                    }
-                    // bridge the gap. Update the parent type to include the new optional field, e.g. c.d.e
-                    Pair<IAType, String> gapPair = nestedTypeStack.pop();
-                    ARecordType parent = (ARecordType) TypeComputeUtils.getActualType(gapPair.first);
-
-                    // parent type must be "open" to allow inclusion of the non-declared field
-                    IAType[] parentFieldTypes = ArrayUtils.addAll(parent.getFieldTypes().clone(),
-                            new IAType[] { AUnionType.createUnknownableType(enforcedRecordType) });
-                    enforcedRecordType = new ARecordType(bridgeName,
-                            ArrayUtils.addAll(parent.getFieldNames(), enforcedRecordType.getTypeName()),
-                            parentFieldTypes, true);
-                    // make nullable/missable if the original parent was nullable/missable
-                    enforcedRecordType = keepUnknown(gapPair.first, (ARecordType) enforcedRecordType);
-                } else {
-                    // schema is closed all the way to the field. Enforced fields are either null or strongly typed
-                    // e.g. nestedFieldType = a.b.c.d
-                    ARecordType lastNestedRecord = (ARecordType) TypeComputeUtils.getActualType(nestedFieldType);
-                    Map<String, IAType> recordNameTypesMap = TypeUtil.createRecordNameTypeMap(lastNestedRecord);
-                    // if a an enforced field already exists and the type is correct
-                    IAType enforcedFieldType = recordNameTypesMap.get(splits.get(splits.size() - 1));
-                    if (enforcedFieldType != null && enforcedFieldType.getTypeTag() == ATypeTag.UNION
-                            && ((AUnionType) enforcedFieldType).isUnknownableType()) {
-                        enforcedFieldType = ((AUnionType) enforcedFieldType).getActualType();
-                    }
-                    if (enforcedFieldType != null && !ATypeHierarchy.canPromote(enforcedFieldType.getTypeTag(),
-                            index.getKeyFieldTypes().get(i).getTypeTag())) {
-                        throw new AsterixException(ErrorCode.COMPILATION_ERROR,
-                                "Cannot enforce field '"
-                                        + LogRedactionUtil.userData(String.join(".", index.getKeyFieldNames().get(i)))
-                                        + "' to have type " + index.getKeyFieldTypes().get(i));
-                    }
-                    if (enforcedFieldType == null) {
-                        recordNameTypesMap.put(splits.get(splits.size() - 1),
-                                AUnionType.createUnknownableType(index.getKeyFieldTypes().get(i)));
-                    }
-                    enforcedRecordType = new ARecordType(lastNestedRecord.getTypeName(),
-                            recordNameTypesMap.keySet().toArray(new String[recordNameTypesMap.size()]),
-                            recordNameTypesMap.values().toArray(new IAType[recordNameTypesMap.size()]),
-                            lastNestedRecord.isOpen());
-                    // make nullable/missable if the original nestedFieldType was nullable/missable
-                    enforcedRecordType = keepUnknown(nestedFieldType, (ARecordType) enforcedRecordType);
-                }
-
-                // Create the enforced type for the nested fields in the schema, from the ground up
-                if (!nestedTypeStack.isEmpty()) {
-                    while (!nestedTypeStack.isEmpty()) {
-                        Pair<IAType, String> nestedType = nestedTypeStack.pop();
-                        ARecordType nestedRecType = (ARecordType) TypeComputeUtils.getActualType(nestedType.first);
-                        IAType[] nestedRecTypeFieldTypes = nestedRecType.getFieldTypes().clone();
-                        nestedRecTypeFieldTypes[nestedRecType.getFieldIndex(nestedType.second)] = enforcedRecordType;
-                        enforcedRecordType = new ARecordType(nestedRecType.getTypeName() + "_enforced",
-                                nestedRecType.getFieldNames(), nestedRecTypeFieldTypes, nestedRecType.isOpen());
-                        // make nullable/missable if the original nestedRecType was nullable/missable
-                        enforcedRecordType = keepUnknown(nestedType.first, (ARecordType) enforcedRecordType);
-                    }
-                }
+            switch (Index.IndexCategory.of(index.getIndexType())) {
+                case VALUE:
+                    enforcedRecordType = appendValueIndexType(enforcedRecordType,
+                            (Index.ValueIndexDetails) index.getIndexDetails(), enforcedTypeBuilder);
+                    break;
+                case TEXT:
+                    enforcedRecordType = appendTextIndexType(enforcedRecordType,
+                            (Index.TextIndexDetails) index.getIndexDetails(), enforcedTypeBuilder);
+                    break;
+                case ARRAY:
+                    enforcedRecordType = appendArrayIndexTypes(enforcedRecordType,
+                            (Index.ArrayIndexDetails) index.getIndexDetails(), enforcedTypeBuilder);
+                    break;
+                default:
+                    throw new CompilationException(ErrorCode.COMPILATION_UNKNOWN_INDEX_TYPE,
+                            String.valueOf(index.getIndexType()));
             }
         }
-        // the final enforcedRecordType built must be ARecordType since the original dataset rec. type can't be nullable
+
         validateRecord(enforcedRecordType);
-        return new Pair<>((ARecordType) enforcedRecordType, enforcedMetaType);
+        return new Pair<>(enforcedRecordType, metaType);
+    }
+
+    private static ARecordType appendValueIndexType(ARecordType enforcedRecordType,
+            Index.ValueIndexDetails valueIndexDetails, EnforcedTypeBuilder enforcedTypeBuilder)
+            throws AlgebricksException {
+        List<List<String>> keyFieldNames = valueIndexDetails.getKeyFieldNames();
+        List<IAType> keyFieldTypes = valueIndexDetails.getKeyFieldTypes();
+        List<Integer> keySources = valueIndexDetails.getKeyFieldSourceIndicators();
+        for (int i = 0; i < keyFieldNames.size(); i++) {
+            if (keySources.get(i) != Index.RECORD_INDICATOR) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                        "Indexing an open field is only supported on the record part");
+            }
+            enforcedTypeBuilder.reset(enforcedRecordType, keyFieldNames.get(i),
+                    Collections.nCopies(keyFieldNames.get(i).size(), false), keyFieldTypes.get(i),
+                    valueIndexDetails.getCastDefaultNull().getOrElse(false));
+            validateRecord(enforcedRecordType);
+            enforcedRecordType = enforcedTypeBuilder.build();
+        }
+
+        return enforcedRecordType;
+    }
+
+    private static ARecordType appendTextIndexType(ARecordType enforcedRecordType,
+            Index.TextIndexDetails textIndexDetails, EnforcedTypeBuilder enforcedTypeBuilder)
+            throws AlgebricksException {
+        List<List<String>> keyFieldNames = textIndexDetails.getKeyFieldNames();
+        List<IAType> keyFieldTypes = textIndexDetails.getKeyFieldTypes();
+        List<Integer> keySources = textIndexDetails.getKeyFieldSourceIndicators();
+        for (int i = 0; i < keyFieldNames.size(); i++) {
+            if (keySources.get(i) != Index.RECORD_INDICATOR) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                        "Indexing an open field is only supported on the record part");
+            }
+            enforcedTypeBuilder.reset(enforcedRecordType, keyFieldNames.get(i),
+                    Collections.nCopies(keyFieldNames.get(i).size(), false), keyFieldTypes.get(i), false);
+            validateRecord(enforcedRecordType);
+            enforcedRecordType = enforcedTypeBuilder.build();
+        }
+
+        return enforcedRecordType;
+    }
+
+    private static ARecordType appendArrayIndexTypes(ARecordType enforcedRecordType,
+            Index.ArrayIndexDetails arrayIndexDetails, EnforcedTypeBuilder enforcedTypeBuilder)
+            throws AlgebricksException {
+        for (Index.ArrayIndexElement e : arrayIndexDetails.getElementList()) {
+            if (e.getSourceIndicator() != Index.RECORD_INDICATOR) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR,
+                        "Indexing an open field is only supported on the record part");
+            }
+            List<List<String>> unnestList = e.getUnnestList();
+            List<List<String>> projectList = e.getProjectList();
+            List<IAType> typeList = e.getTypeList();
+            for (int i = 0; i < projectList.size(); i++) {
+                List<String> project = projectList.get(i);
+                enforcedTypeBuilder.reset(enforcedRecordType,
+                        ArrayIndexUtil.getFlattenedKeyFieldNames(unnestList, project),
+                        ArrayIndexUtil.getUnnestFlags(unnestList, project), typeList.get(i), false);
+                validateRecord(enforcedRecordType);
+                enforcedRecordType = enforcedTypeBuilder.build();
+            }
+        }
+
+        return enforcedRecordType;
     }
 
     /**
diff --git a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/valueextractors/TupleCopyValueExtractor.java b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/valueextractors/TupleCopyValueExtractor.java
index c9fb39c..9b19bb5 100644
--- a/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/valueextractors/TupleCopyValueExtractor.java
+++ b/asterixdb/asterix-metadata/src/main/java/org/apache/asterix/metadata/valueextractors/TupleCopyValueExtractor.java
@@ -27,6 +27,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 
@@ -42,8 +43,9 @@
     private byte[] tupleBytes;
     private ByteBuffer buf;
 
-    public TupleCopyValueExtractor(ITypeTraits[] typeTraits) {
-        this.tupleWriter = new TypeAwareTupleWriter(typeTraits);
+    public TupleCopyValueExtractor(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        this.tupleWriter = new TypeAwareTupleWriter(typeTraits, nullTypeTraits, nullIntrospector);
         this.tupleReference = tupleWriter.createTupleReference();
     }
 
diff --git a/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslatorTest.java b/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslatorTest.java
index 5fcb6e0..edb360f 100644
--- a/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslatorTest.java
+++ b/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/entitytupletranslators/IndexTupleTranslatorTest.java
@@ -44,6 +44,7 @@
 import org.apache.asterix.runtime.compression.CompressionManager;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.util.OptionalBoolean;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -73,7 +74,7 @@
             Index index = new Index(dvTest, "d1", "i1", IndexType.BTREE,
                     Collections.singletonList(Collections.singletonList("row_id")),
                     indicator == null ? null : Collections.singletonList(indicator),
-                    Collections.singletonList(BuiltinType.AINT64), -1, false, false, false, 0);
+                    Collections.singletonList(BuiltinType.AINT64), false, false, false, 0, OptionalBoolean.of(false));
 
             MetadataNode mockMetadataNode = mock(MetadataNode.class);
             when(mockMetadataNode.getDatatype(any(), any(DataverseName.class), anyString())).thenReturn(new Datatype(
@@ -85,11 +86,11 @@
             ITupleReference tuple = idxTranslator.getTupleFromMetadataEntity(index);
             Index deserializedIndex = idxTranslator.getMetadataEntityFromTuple(tuple);
             if (indicator == null) {
-                Assert.assertEquals(Collections.singletonList(new Integer(0)),
-                        deserializedIndex.getKeyFieldSourceIndicators());
+                Assert.assertEquals(Collections.singletonList(0),
+                        ((Index.ValueIndexDetails) deserializedIndex.getIndexDetails()).getKeyFieldSourceIndicators());
             } else {
-                Assert.assertEquals(index.getKeyFieldSourceIndicators(),
-                        deserializedIndex.getKeyFieldSourceIndicators());
+                Assert.assertEquals(((Index.ValueIndexDetails) index.getIndexDetails()).getKeyFieldSourceIndicators(),
+                        ((Index.ValueIndexDetails) deserializedIndex.getIndexDetails()).getKeyFieldSourceIndicators());
             }
         }
     }
diff --git a/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/projectedfieldnames/TestFieldNamesEquals.java b/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/projectedfieldnames/TestFieldNamesEquals.java
deleted file mode 100644
index d19a8bb..0000000
--- a/asterixdb/asterix-metadata/src/test/java/org/apache/asterix/metadata/projectedfieldnames/TestFieldNamesEquals.java
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.metadata.projectedfieldnames;
-
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-
-import org.apache.asterix.metadata.declared.ExternalDataProjectionInfo;
-import org.junit.Assert;
-import org.junit.Test;
-
-public class TestFieldNamesEquals {
-
-    @Test
-    public void testEqual() {
-        ExternalDataProjectionInfo p1 = new ExternalDataProjectionInfo();
-        ExternalDataProjectionInfo p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        setFieldNames(p2, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        Assert.assertEquals(p1, p2);
-    }
-
-    @Test
-    public void testReversed() {
-        ExternalDataProjectionInfo p1 = new ExternalDataProjectionInfo();
-        ExternalDataProjectionInfo p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        setFieldNames(p2, new String[] { "g.h.i", "d.e.f", "a.b.c" });
-        Assert.assertEquals(p1, p2);
-    }
-
-    @Test
-    public void testDifferentPermutations() {
-        ExternalDataProjectionInfo p1 = new ExternalDataProjectionInfo();
-        ExternalDataProjectionInfo p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        setFieldNames(p2, new String[] { "d.e.f", "g.h.i", "a.b.c" });
-        Assert.assertEquals(p1, p2);
-
-        p1 = new ExternalDataProjectionInfo();
-        p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        setFieldNames(p2, new String[] { "g.h.i", "d.e.f", "a.b.c" });
-        Assert.assertEquals(p1, p2);
-
-        p1 = new ExternalDataProjectionInfo();
-        p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f", "g.h.i" });
-        setFieldNames(p2, new String[] { "g.h.i", "a.b.c", "d.e.f" });
-        Assert.assertEquals(p1, p2);
-    }
-
-    @Test
-    public void testDifferentLengths() {
-        ExternalDataProjectionInfo p1 = new ExternalDataProjectionInfo();
-        ExternalDataProjectionInfo p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f" });
-        setFieldNames(p2, new String[] { "d.e.f", "a.b.c", "g" });
-        Assert.assertNotEquals(p1, p2);
-    }
-
-    @Test
-    public void testEqualSubPath() {
-        ExternalDataProjectionInfo p1 = new ExternalDataProjectionInfo();
-        ExternalDataProjectionInfo p2 = new ExternalDataProjectionInfo();
-        setFieldNames(p1, new String[] { "a.b.c", "d.e.f.g" });
-        setFieldNames(p2, new String[] { "d.e.f", "a.b.c" });
-        Assert.assertNotEquals(p1, p2);
-    }
-
-    private static void setFieldNames(ExternalDataProjectionInfo p, String[] fieldNames) {
-        List<List<String>> fieldNamesList = p.getProjectionInfo();
-        for (String fnString : fieldNames) {
-            List<String> fnList = new ArrayList<>();
-            String[] fn = fnString.split("[.]");
-            Collections.addAll(fnList, fn);
-            fieldNamesList.add(fnList);
-        }
-    }
-
-}
diff --git a/asterixdb/asterix-om/pom.xml b/asterixdb/asterix-om/pom.xml
index f3a1f08..0fed772 100644
--- a/asterixdb/asterix-om/pom.xml
+++ b/asterixdb/asterix-om/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-om</artifactId>
 
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/builders/RecordBuilder.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/builders/RecordBuilder.java
index 58e59d6..d08865b 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/builders/RecordBuilder.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/builders/RecordBuilder.java
@@ -186,9 +186,16 @@
         if (data[offset] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
             return;
         }
-        // ignore adding duplicate fields
         byte[] nameBytes = name.getByteArray();
-        int nameStart = name.getStartOffset() + 1;
+        int nameOffset = name.getStartOffset();
+        // ignore adding fields with NULL/MISSING names
+        if (nameBytes[nameOffset] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG
+                || nameBytes[nameOffset] == ATypeTag.SERIALIZED_NULL_TYPE_TAG) {
+            // TODO(ali): issue a warning
+            return;
+        }
+        // ignore adding duplicate fields
+        int nameStart = nameOffset + 1;
         int nameLength = name.getLength() - 1;
         if (recType != null && recTypeInfo.getFieldIndex(nameBytes, nameStart, nameLength) >= 0) {
             // TODO(ali): issue a warning
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/AOrderedListBinaryTokenizer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/AOrderedListBinaryTokenizer.java
index c644bbe..2dfc603 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/AOrderedListBinaryTokenizer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/AOrderedListBinaryTokenizer.java
@@ -23,6 +23,7 @@
 import org.apache.asterix.om.types.EnumDeserializer;
 import org.apache.asterix.om.utils.NonTaggedFormatUtil;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
@@ -96,4 +97,15 @@
     public TokenizerType getTokenizerType() {
         return TokenizerType.LIST;
     }
+
+    @Override
+    public TokenizerCategory getTokenizerCategory() {
+        // Currently, the AOrderedListBinaryTokenizer is used in ftcontains() function only,
+        // which means it is used to tokenize WORD only
+        //
+        // The functions that utilize NGRAM index are edit_distance(), edit_distance_check() and so on,
+        // which don't take a list as input (string only).
+        // e.g. edit_distance(u.name, "Suzanna Tilson")
+        return TokenizerCategory.WORD;
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/MissableTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/MissableTypeComputer.java
index 91b5d19..b51ebb4 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/MissableTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/MissableTypeComputer.java
@@ -19,10 +19,11 @@
 package org.apache.asterix.dataflow.data.common;
 
 import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.types.TypeHelper;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IMissableTypeComputer;
 
 public class MissableTypeComputer implements IMissableTypeComputer {
@@ -33,9 +34,10 @@
     }
 
     @Override
-    public IAType makeMissableType(Object type) throws AlgebricksException {
+    public IAType makeMissableType(Object type) {
         IAType t = (IAType) type;
-        return AUnionType.createMissableType(t);
+        return TypeHelper.canBeMissing(t) ? t
+                : t.getTypeTag() == ATypeTag.NULL ? BuiltinType.ANY : AUnionType.createMissableType(t);
     }
 
     @Override
@@ -45,8 +47,45 @@
     }
 
     @Override
+    public Object makeNullableType(Object type) {
+        IAType t = (IAType) type;
+        return TypeHelper.canBeNull(t) ? t
+                : t.getTypeTag() == ATypeTag.MISSING ? BuiltinType.ANY : AUnionType.createNullableType(t);
+    }
+
+    @Override
+    public boolean canBeNull(Object type) {
+        IAType t = (IAType) type;
+        return TypeHelper.canBeNull(t);
+    }
+
+    @Override
     public Object getNonOptionalType(Object type) {
         IAType t = (IAType) type;
         return TypeComputeUtils.getActualType(t);
     }
+
+    @Override
+    public Object getNonMissableType(Object type) {
+        IAType t = (IAType) type;
+        if (t.getTypeTag() == ATypeTag.UNION) {
+            AUnionType ut = ((AUnionType) t);
+            IAType primeType = ut.getActualType();
+            return ut.isNullableType() ? AUnionType.createNullableType(primeType) : primeType;
+        } else {
+            return t;
+        }
+    }
+
+    @Override
+    public Object getNonNullableType(Object type) {
+        IAType t = (IAType) type;
+        if (t.getTypeTag() == ATypeTag.UNION) {
+            AUnionType ut = ((AUnionType) t);
+            IAType primeType = ut.getActualType();
+            return ut.isMissableType() ? AUnionType.createMissableType(primeType) : primeType;
+        } else {
+            return t;
+        }
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/TypeResolverUtil.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/TypeResolverUtil.java
index 3cc9e3d..9d52a85 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/TypeResolverUtil.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/common/TypeResolverUtil.java
@@ -21,9 +21,12 @@
 
 import java.util.ArrayList;
 import java.util.HashSet;
+import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Set;
 
+import org.apache.asterix.common.annotations.IRecordTypeAnnotation;
+import org.apache.asterix.common.annotations.RecordFieldOrderAnnotation;
 import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ARecordType;
@@ -168,9 +171,38 @@
                 generalizeRecordFields(leftType, rightType, allPossibleAdditionalFieldNames, fieldNames, fieldTypes);
         boolean rightAllMatched =
                 generalizeRecordFields(rightType, leftType, allPossibleAdditionalFieldNames, fieldNames, fieldTypes);
-        return new ARecordType("generalized-record-type", fieldNames.toArray(new String[fieldNames.size()]),
-                fieldTypes.toArray(new IAType[fieldTypes.size()]), !(canBeClosed && leftAllMatched && rightAllMatched),
-                knowsAdditonalFieldNames ? allPossibleAdditionalFieldNames : null);
+        boolean resultTypeIsOpen = !(canBeClosed && leftAllMatched && rightAllMatched);
+        String[] fieldNamesArray = fieldNames.toArray(new String[0]);
+        IAType[] fieldTypesArray = fieldTypes.toArray(new IAType[0]);
+        ARecordType resultType;
+        if (resultTypeIsOpen && knowsAdditonalFieldNames) {
+            resultType = new ARecordType("generalized-record-type", fieldNamesArray, fieldTypesArray, resultTypeIsOpen,
+                    allPossibleAdditionalFieldNames);
+            LinkedHashSet<String> resultFieldOrder = generalizeRecordFieldOrderHint(leftType, rightType);
+            if (resultFieldOrder != null) {
+                resultType.getAnnotations().add(new RecordFieldOrderAnnotation(resultFieldOrder));
+            }
+        } else {
+            resultType = new ARecordType("generalized-record-type", fieldNamesArray, fieldTypesArray, resultTypeIsOpen);
+        }
+        return resultType;
+    }
+
+    private static LinkedHashSet<String> generalizeRecordFieldOrderHint(ARecordType leftType, ARecordType rightType) {
+        IRecordTypeAnnotation leftFieldOrderHint =
+                leftType.findAnnotation(IRecordTypeAnnotation.Kind.RECORD_FIELD_ORDER);
+        if (leftFieldOrderHint == null) {
+            return null;
+        }
+        IRecordTypeAnnotation rightFieldOrderHint =
+                rightType.findAnnotation(IRecordTypeAnnotation.Kind.RECORD_FIELD_ORDER);
+        if (rightFieldOrderHint == null) {
+            return null;
+        }
+        LinkedHashSet<String> resultFieldOrder = new LinkedHashSet<>();
+        resultFieldOrder.addAll(((RecordFieldOrderAnnotation) leftFieldOrderHint).getFieldNames());
+        resultFieldOrder.addAll(((RecordFieldOrderAnnotation) rightFieldOrderHint).getFieldNames());
+        return resultFieldOrder;
     }
 
     // Generates closed fields and possible additional fields of a generalized type of two record types.
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/NullWriterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/NullWriterFactory.java
new file mode 100644
index 0000000..0a5ef58
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/NullWriterFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.api.dataflow.value.IMissingWriter;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public final class NullWriterFactory implements IMissingWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final NullWriterFactory INSTANCE = new NullWriterFactory();
+
+    private NullWriterFactory() {
+    }
+
+    @Override
+    public IMissingWriter createMissingWriter() {
+        return NullWriterFactory::writeNull;
+    }
+
+    private static void writeNull(DataOutput out) throws HyracksDataException {
+        try {
+            out.writeByte(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
index 93ccaa3..4c51b0d 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/comparators/LogicalComplexBinaryComparator.java
@@ -38,7 +38,6 @@
 import org.apache.asterix.om.util.container.ListObjectPool;
 import org.apache.asterix.om.utils.RecordUtil;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.accessors.RawBinaryComparatorFactory;
 
 public final class LogicalComplexBinaryComparator implements ILogicalBinaryComparator {
 
@@ -189,9 +188,7 @@
         if (!isEquality) {
             return Result.INCOMPARABLE;
         }
-        return ILogicalBinaryComparator
-                .asResult(RawBinaryComparatorFactory.compare(left.getByteArray(), left.getStartOffset(),
-                        left.getLength(), right.getByteArray(), right.getStartOffset(), right.getLength()));
+        return compareArrays(leftType, left, rightType, right);
     }
 
     private Result compareRecords(IAType leftType, TaggedValueReference left, IAType rightType,
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/PrintTools.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/PrintTools.java
index 0ccfa20..449ce13 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/PrintTools.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/PrintTools.java
@@ -18,6 +18,7 @@
  */
 package org.apache.asterix.dataflow.data.nontagged.printers;
 
+import java.io.DataOutput;
 import java.io.IOException;
 import java.io.OutputStream;
 import java.io.PrintStream;
@@ -43,8 +44,8 @@
         long chrononTime = AInt32SerializerDeserializer.getInt(b, s + 1) * CHRONON_OF_DAY;
 
         try {
-            gCalInstance.getExtendStringRepUntilField(chrononTime, 0, ps, GregorianCalendarSystem.Fields.YEAR,
-                    GregorianCalendarSystem.Fields.DAY, false);
+            gCalInstance.getExtendStringRepUntilField(chrononTime, ps, GregorianCalendarSystem.Fields.YEAR,
+                    GregorianCalendarSystem.Fields.DAY);
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -54,8 +55,8 @@
         long chrononTime = AInt64SerializerDeserializer.getLong(b, s + 1);
 
         try {
-            gCalInstance.getExtendStringRepUntilField(chrononTime, 0, ps, GregorianCalendarSystem.Fields.YEAR,
-                    GregorianCalendarSystem.Fields.MILLISECOND, true);
+            gCalInstance.getExtendStringRepUntilField(chrononTime, ps, GregorianCalendarSystem.Fields.YEAR,
+                    GregorianCalendarSystem.Fields.MILLISECOND);
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -212,8 +213,8 @@
         int time = AInt32SerializerDeserializer.getInt(b, s + 1);
 
         try {
-            gCalInstance.getExtendStringRepUntilField(time, 0, ps, GregorianCalendarSystem.Fields.HOUR,
-                    GregorianCalendarSystem.Fields.MILLISECOND, true);
+            gCalInstance.getExtendStringRepUntilField(time, ps, GregorianCalendarSystem.Fields.HOUR,
+                    GregorianCalendarSystem.Fields.MILLISECOND);
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -285,17 +286,50 @@
             if (c == '"') {
                 os.write('"');
             }
-            os.write(c);
-            position += sz;
+            if (Character.isHighSurrogate(c)) {
+                position += writeSupplementaryChar(os, b, maxPosition, position, c, sz);
+                continue;
+            }
+            while (sz > 0) {
+                os.write(b[position]);
+                ++position;
+                --sz;
+            }
+            break;
         }
         os.write('"');
     }
 
-    public static void writeUTF8StringAsJSON(byte[] b, int s, int l, OutputStream os) throws IOException {
+    public static void writeUTF8StringRaw(byte[] b, int s, int l, DataOutput os) throws IOException {
         int utfLength = UTF8StringUtil.getUTFLength(b, s);
         int position = s + UTF8StringUtil.getNumBytesToStoreLength(utfLength); // skip 2 bytes containing string size
         int maxPosition = position + utfLength;
+        while (position < maxPosition) {
+            char c = UTF8StringUtil.charAt(b, position);
+            int sz = UTF8StringUtil.charSize(b, position);
+            if (Character.isHighSurrogate(c)) {
+                position += writeSupplementaryChar(os, b, maxPosition, position, c, sz);
+                continue;
+            }
+            while (sz > 0) {
+                os.write(b[position]);
+                ++position;
+                --sz;
+            }
+        }
+    }
+
+    public static void writeUTF8StringAsJSON(byte[] b, int s, int l, OutputStream os) throws IOException {
+        int utfLength = UTF8StringUtil.getUTFLength(b, s);
         os.write('"');
+        writeUTF8StringAsJSONUnquoted(b, s, l, utfLength, os);
+        os.write('"');
+    }
+
+    public static void writeUTF8StringAsJSONUnquoted(byte[] b, int s, int l, int utfLength, OutputStream os)
+            throws IOException {
+        int position = s + UTF8StringUtil.getNumBytesToStoreLength(utfLength); // skip 2 bytes containing string size
+        int maxPosition = position + utfLength;
         while (position < maxPosition) {
             char c = UTF8StringUtil.charAt(b, position);
             int sz = UTF8StringUtil.charSize(b, position);
@@ -385,7 +419,6 @@
                     break;
             }
         }
-        os.write('\"');
     }
 
     private static void writeUEscape(OutputStream os, char c) throws IOException {
@@ -415,4 +448,17 @@
         return highSurrogateSize + lowSurrogateSize;
     }
 
+    //TODO: some way to dedupe this?
+    private static int writeSupplementaryChar(DataOutput os, byte[] src, int limit, int highSurrogatePos,
+            char highSurrogate, int highSurrogateSize) throws IOException {
+        final int lowSurrogatePos = highSurrogatePos + highSurrogateSize;
+        if (lowSurrogatePos >= limit) {
+            throw new IllegalStateException("malformed utf8 input");
+        }
+        final char lowSurrogate = UTF8StringUtil.charAt(src, lowSurrogatePos);
+        final int lowSurrogateSize = UTF8StringUtil.charSize(src, lowSurrogatePos);
+        os.write(new String(new char[] { highSurrogate, lowSurrogate }).getBytes(StandardCharsets.UTF_8));
+        return highSurrogateSize + lowSurrogateSize;
+    }
+
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/adm/AUUIDPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/adm/AUUIDPrinterFactory.java
index 41da3bd..739b653 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/adm/AUUIDPrinterFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/adm/AUUIDPrinterFactory.java
@@ -19,11 +19,13 @@
 
 package org.apache.asterix.dataflow.data.nontagged.printers.adm;
 
+import java.io.IOException;
 import java.io.PrintStream;
 
 import org.apache.asterix.om.base.AUUID;
 import org.apache.hyracks.algebricks.data.IPrinter;
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class AUUIDPrinterFactory implements IPrinterFactory {
 
@@ -32,10 +34,13 @@
     public static final AUUIDPrinterFactory INSTANCE = new AUUIDPrinterFactory();
 
     public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> {
-        StringBuilder buf = new StringBuilder(AUUID.UUID_CHARS + 8);
-        buf.append("uuid(\"");
-        AUUID.appendLiteralOnly(b, s + 1, buf).append("\")");
-        ps.print(buf.toString());
+        try {
+            ps.append("uuid(\"");
+            AUUID.appendLiteralOnly(b, s + 1, ps);
+            ps.append("\")");
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
     };
 
     @Override
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/csv/AUUIDPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/csv/AUUIDPrinterFactory.java
index e4ecfea..0c8ae87 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/csv/AUUIDPrinterFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/csv/AUUIDPrinterFactory.java
@@ -19,11 +19,13 @@
 
 package org.apache.asterix.dataflow.data.nontagged.printers.csv;
 
+import java.io.IOException;
 import java.io.PrintStream;
 
 import org.apache.asterix.om.base.AUUID;
 import org.apache.hyracks.algebricks.data.IPrinter;
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class AUUIDPrinterFactory implements IPrinterFactory {
 
@@ -32,10 +34,13 @@
     public static final AUUIDPrinterFactory INSTANCE = new AUUIDPrinterFactory();
 
     public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> {
-        StringBuilder buf = new StringBuilder(AUUID.UUID_CHARS + 2);
-        buf.append('"');
-        AUUID.appendLiteralOnly(b, s + 1, buf).append('"');
-        ps.print(buf.toString());
+        try {
+            ps.append('"');
+            AUUID.appendLiteralOnly(b, s + 1, ps);
+            ps.append('"');
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
     };
 
     @Override
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/clean/AUUIDPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/clean/AUUIDPrinterFactory.java
index f1c853f..b364be9 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/clean/AUUIDPrinterFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/clean/AUUIDPrinterFactory.java
@@ -19,11 +19,13 @@
 
 package org.apache.asterix.dataflow.data.nontagged.printers.json.clean;
 
+import java.io.IOException;
 import java.io.PrintStream;
 
 import org.apache.asterix.om.base.AUUID;
 import org.apache.hyracks.algebricks.data.IPrinter;
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class AUUIDPrinterFactory implements IPrinterFactory {
 
@@ -32,10 +34,13 @@
     public static final AUUIDPrinterFactory INSTANCE = new AUUIDPrinterFactory();
 
     public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> {
-        StringBuilder buf = new StringBuilder(AUUID.UUID_CHARS + 2);
-        buf.append('"');
-        AUUID.appendLiteralOnly(b, s + 1, buf).append('"');
-        ps.print(buf.toString());
+        try {
+            ps.append('"');
+            AUUID.appendLiteralOnly(b, s + 1, ps);
+            ps.append('"');
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
     };
 
     @Override
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/lossless/AUUIDPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/lossless/AUUIDPrinterFactory.java
index 2366a98..388fc913 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/lossless/AUUIDPrinterFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/lossless/AUUIDPrinterFactory.java
@@ -19,11 +19,13 @@
 
 package org.apache.asterix.dataflow.data.nontagged.printers.json.lossless;
 
+import java.io.IOException;
 import java.io.PrintStream;
 
 import org.apache.asterix.om.base.AUUID;
 import org.apache.hyracks.algebricks.data.IPrinter;
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class AUUIDPrinterFactory implements IPrinterFactory {
 
@@ -32,10 +34,13 @@
     public static final AUUIDPrinterFactory INSTANCE = new AUUIDPrinterFactory();
 
     public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> {
-        StringBuilder buf = new StringBuilder(AUUID.UUID_CHARS + 2);
-        buf.append('"');
-        AUUID.appendLiteralOnly(b, s + 1, buf).append('"');
-        ps.print(buf.toString());
+        try {
+            ps.append('"');
+            AUUID.appendLiteralOnly(b, s + 1, ps);
+            ps.append('"');
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
     };
 
     @Override
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABinaryPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABinaryPrinterFactory.java
new file mode 100644
index 0000000..3c18792
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABinaryPrinterFactory.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.apache.hyracks.util.bytes.Base64Printer;
+
+public class ABinaryPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ABinaryPrinterFactory INSTANCE = new ABinaryPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int validLength = ByteArrayPointable.getContentLength(b, s + 1);
+            int start = s + 1 + ByteArrayPointable.getNumberBytesToStoreMeta(validLength);
+            Base64Printer.printBase64Binary(b, start, validLength, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABooleanPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABooleanPrinterFactory.java
new file mode 100644
index 0000000..8984cad
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ABooleanPrinterFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+/**
+ * Boolean value is printed as JSON boolean.
+ */
+public class ABooleanPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ABooleanPrinterFactory INSTANCE = new ABooleanPrinterFactory();
+
+    public static final IPrinter PRINTER =
+            (byte[] b, int s, int l, PrintStream ps) -> ps.print(ABooleanSerializerDeserializer.getBoolean(b, s + 1));
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ACirclePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ACirclePrinterFactory.java
new file mode 100644
index 0000000..323c5d6
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ACirclePrinterFactory.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ACircleSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ACirclePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ACirclePrinterFactory INSTANCE = new ACirclePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int offsetX = ACircleSerializerDeserializer.getCenterPointCoordinateOffset(Coordinate.X);
+            int offsetY = ACircleSerializerDeserializer.getCenterPointCoordinateOffset(Coordinate.Y);
+            int offsetR = ACircleSerializerDeserializer.getRadiusOffset();
+            printDouble(b, s + 1 + offsetX, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetR, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADatePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADatePrinterFactory.java
new file mode 100644
index 0000000..590ae4f
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADatePrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ADatePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ADatePrinterFactory INSTANCE = new ADatePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(ADateSerializerDeserializer.getChronon(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADateTimePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADateTimePrinterFactory.java
new file mode 100644
index 0000000..4ba055b
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADateTimePrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ADateTimePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ADateTimePrinterFactory INSTANCE = new ADateTimePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(ADateTimeSerializerDeserializer.getChronon(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADayTimeDurationPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADayTimeDurationPrinterFactory.java
new file mode 100644
index 0000000..b660afa
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADayTimeDurationPrinterFactory.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADayTimeDurationSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ADayTimeDurationPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ADayTimeDurationPrinterFactory INSTANCE = new ADayTimeDurationPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, PrintStream ps) {
+            ps.print(ADayTimeDurationSerializerDeserializer.getDayTime(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADoublePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADoublePrinterFactory.java
new file mode 100644
index 0000000..af851b1
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADoublePrinterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ADoublePrinterFactory implements IPrinterFactory {
+
+    public static final ADoublePrinterFactory INSTANCE = new ADoublePrinterFactory();
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            printDouble(b, s + 1, ps);
+        }
+    };
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADurationPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADurationPrinterFactory.java
new file mode 100644
index 0000000..838d431
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ADurationPrinterFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADurationSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ADurationPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ADurationPrinterFactory INSTANCE = new ADurationPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            int yearMonth = ADurationSerializerDeserializer.getYearMonth(b, s + 1);
+            long dayTime = ADurationSerializerDeserializer.getDayTime(b, s + 1);
+            ps.print(yearMonth);
+            printDelimiter(ps);
+            ps.print(dayTime);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AFloatPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AFloatPrinterFactory.java
new file mode 100644
index 0000000..5121830
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AFloatPrinterFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AFloatPrinterFactory implements IPrinterFactory {
+
+    public static final AFloatPrinterFactory INSTANCE = new AFloatPrinterFactory();
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            printFloat(b, s + 1, ps);
+        }
+    };
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt16PrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt16PrinterFactory.java
new file mode 100644
index 0000000..34884ec
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt16PrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AInt16PrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AInt16PrinterFactory INSTANCE = new AInt16PrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(AInt16SerializerDeserializer.getShort(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt32PrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt32PrinterFactory.java
new file mode 100644
index 0000000..84986ba
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt32PrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AInt32PrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AInt32PrinterFactory INSTANCE = new AInt32PrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(AInt32SerializerDeserializer.getInt(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt64PrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt64PrinterFactory.java
new file mode 100644
index 0000000..2a067fd
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt64PrinterFactory.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+/**
+ * Int64 value is printed as JSON number.
+ */
+public class AInt64PrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AInt64PrinterFactory INSTANCE = new AInt64PrinterFactory();
+
+    public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> {
+        ps.print(AInt64SerializerDeserializer.getLong(b, s + 1));
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt8PrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt8PrinterFactory.java
new file mode 100644
index 0000000..dcfac5e
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AInt8PrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AInt8PrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AInt8PrinterFactory INSTANCE = new AInt8PrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(AInt8SerializerDeserializer.getByte(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ALinePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ALinePrinterFactory.java
new file mode 100644
index 0000000..4669922
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ALinePrinterFactory.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ALineSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ALinePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ALinePrinterFactory INSTANCE = new ALinePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int offsetX1 = ALineSerializerDeserializer.getStartPointCoordinateOffset(Coordinate.X);
+            int offsetY1 = ALineSerializerDeserializer.getStartPointCoordinateOffset(Coordinate.Y);
+            int offsetX2 = ALineSerializerDeserializer.getEndPointCoordinateOffset(Coordinate.X);
+            int offsetY2 = ALineSerializerDeserializer.getEndPointCoordinateOffset(Coordinate.Y);
+            printDouble(b, s + 1 + offsetX1, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY1, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetX2, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY2, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AMissingPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AMissingPrinterFactory.java
new file mode 100644
index 0000000..3018d6a
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AMissingPrinterFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Missing value is printed as standalone type code.
+ */
+public class AMissingPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AMissingPrinterFactory INSTANCE = new AMissingPrinterFactory();
+
+    public static final IPrinter PRINTER = (b, s, l, ps) -> {
+        try {
+            ps.print('"');
+            ATaggedValuePrinter.printTypeTag(b, s, ps);
+            ps.print('"');
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
\ No newline at end of file
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ANullPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ANullPrinterFactory.java
new file mode 100644
index 0000000..9dad25d
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ANullPrinterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+/**
+ * Null value is printed as JSON null.
+ */
+public class ANullPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ANullPrinterFactory INSTANCE = new ANullPrinterFactory();
+
+    public static final IPrinter PRINTER = (byte[] b, int s, int l, PrintStream ps) -> ps.print("null");
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AObjectPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AObjectPrinterFactory.java
new file mode 100644
index 0000000..01c3da0
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AObjectPrinterFactory.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.om.pointables.AListVisitablePointable;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.printer.IPrintVisitor;
+import org.apache.asterix.om.pointables.printer.json.losslessadm.APrintVisitor;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public final class AObjectPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AObjectPrinterFactory INSTANCE = new AObjectPrinterFactory();
+
+    public static boolean printFlatValue(ATypeTag typeTag, byte[] b, int s, int l, PrintStream ps)
+            throws HyracksDataException {
+        switch (typeTag) {
+            case TINYINT:
+                AInt8PrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case SMALLINT:
+                AInt16PrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case INTEGER:
+                AInt32PrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case BIGINT:
+                AInt64PrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case MISSING:
+                AMissingPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case NULL:
+                ANullPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case BOOLEAN:
+                ABooleanPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case FLOAT:
+                AFloatPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case DOUBLE:
+                ADoublePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case DATE:
+                ADatePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case TIME:
+                ATimePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case DATETIME:
+                ADateTimePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case DURATION:
+                ADurationPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case YEARMONTHDURATION:
+                AYearMonthDurationPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case DAYTIMEDURATION:
+                ADayTimeDurationPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case STRING:
+                AStringPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case BINARY:
+                ABinaryPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case UUID:
+                AUUIDPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case POINT:
+                APointPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case POINT3D:
+                APoint3DPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case CIRCLE:
+                ACirclePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case LINE:
+                ALinePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case RECTANGLE:
+                ARectanglePrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case POLYGON:
+                APolygonPrinterFactory.PRINTER.print(b, s, l, ps);
+                return true;
+            case INTERVAL:
+            case GEOMETRY:
+                // NYI
+            default:
+                return false;
+        }
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        final ARecordVisitablePointable rPointable =
+                new ARecordVisitablePointable(DefaultOpenFieldType.NESTED_OPEN_RECORD_TYPE);
+        final AListVisitablePointable olPointable =
+                new AListVisitablePointable(DefaultOpenFieldType.NESTED_OPEN_AORDERED_LIST_TYPE);
+        final AListVisitablePointable ulPointable =
+                new AListVisitablePointable(DefaultOpenFieldType.NESTED_OPEN_AUNORDERED_LIST_TYPE);
+        final Pair<PrintStream, ATypeTag> streamTag = new Pair<>(null, null);
+
+        final IPrintVisitor visitor = new APrintVisitor();
+
+        return (byte[] b, int s, int l, PrintStream ps) -> {
+            ATypeTag typeTag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(b[s]);
+            if (!printFlatValue(typeTag, b, s, l, ps)) {
+                streamTag.first = ps;
+                streamTag.second = typeTag;
+                switch (typeTag) {
+                    case OBJECT:
+                        rPointable.set(b, s, l);
+                        visitor.visit(rPointable, streamTag);
+                        break;
+                    case ARRAY:
+                        olPointable.set(b, s, l);
+                        visitor.visit(olPointable, streamTag);
+                        break;
+                    case MULTISET:
+                        ulPointable.set(b, s, l);
+                        visitor.visit(ulPointable, streamTag);
+                        break;
+                    default:
+                        throw new HyracksDataException("No printer for type " + typeTag);
+                }
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOptionalFieldPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOptionalFieldPrinterFactory.java
new file mode 100644
index 0000000..25c77070
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOptionalFieldPrinterFactory.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.formats.nontagged.LosslessADMJSONPrinterFactoryProvider;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class AOptionalFieldPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final AUnionType unionType;
+
+    public AOptionalFieldPrinterFactory(AUnionType unionType) {
+        this.unionType = unionType;
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        return new IPrinter() {
+            private IPrinter missingPrinter;
+            private IPrinter nullPrinter;
+            private IPrinter fieldPrinter;
+
+            @Override
+            public void init() throws HyracksDataException {
+                missingPrinter =
+                        (LosslessADMJSONPrinterFactoryProvider.INSTANCE.getPrinterFactory(BuiltinType.AMISSING))
+                                .createPrinter();
+                nullPrinter = (LosslessADMJSONPrinterFactoryProvider.INSTANCE.getPrinterFactory(BuiltinType.ANULL))
+                        .createPrinter();
+                fieldPrinter =
+                        (LosslessADMJSONPrinterFactoryProvider.INSTANCE.getPrinterFactory(unionType.getActualType()))
+                                .createPrinter();
+            }
+
+            @Override
+            public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                fieldPrinter.init();
+                if (b[s] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
+                    missingPrinter.print(b, s, l, ps);
+                } else if (b[s] == ATypeTag.SERIALIZED_NULL_TYPE_TAG) {
+                    nullPrinter.print(b, s, l, ps);
+                } else {
+                    fieldPrinter.print(b, s, l, ps);
+                }
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOrderedlistPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOrderedlistPrinterFactory.java
new file mode 100644
index 0000000..58988f7
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AOrderedlistPrinterFactory.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.om.pointables.PointableAllocator;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.pointables.printer.json.losslessadm.APrintVisitor;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class AOrderedlistPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final AOrderedListType orderedlistType;
+
+    public AOrderedlistPrinterFactory(AOrderedListType orderedlistType) {
+        this.orderedlistType = orderedlistType;
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        final PointableAllocator allocator = new PointableAllocator();
+        final IAType inputType = orderedlistType == null ? DefaultOpenFieldType.getDefaultOpenFieldType(ATypeTag.ARRAY)
+                : orderedlistType;
+        final IVisitablePointable listAccessor = allocator.allocateListValue(inputType);
+        final APrintVisitor printVisitor = new APrintVisitor();
+        final Pair<PrintStream, ATypeTag> arg = new Pair<>(null, null);
+
+        return new IPrinter() {
+            @Override
+            public void init() {
+                arg.second = inputType.getTypeTag();
+            }
+
+            @Override
+            public void print(byte[] b, int start, int l, PrintStream ps) throws HyracksDataException {
+                listAccessor.set(b, start, l);
+                arg.first = ps;
+                listAccessor.accept(printVisitor, arg);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APoint3DPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APoint3DPrinterFactory.java
new file mode 100644
index 0000000..8367bdb
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APoint3DPrinterFactory.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.APoint3DSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class APoint3DPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final APoint3DPrinterFactory INSTANCE = new APoint3DPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int offsetX = APoint3DSerializerDeserializer.getCoordinateOffset(Coordinate.X);
+            int offsetY = APoint3DSerializerDeserializer.getCoordinateOffset(Coordinate.Y);
+            int offsetZ = APoint3DSerializerDeserializer.getCoordinateOffset(Coordinate.Z);
+            printDouble(b, s + 1 + offsetX, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetZ, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APointPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APointPrinterFactory.java
new file mode 100644
index 0000000..c6fa6f5
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APointPrinterFactory.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.APointSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class APointPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final APointPrinterFactory INSTANCE = new APointPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int offsetX = APointSerializerDeserializer.getCoordinateOffset(Coordinate.X);
+            int offsetY = APointSerializerDeserializer.getCoordinateOffset(Coordinate.Y);
+            printDouble(b, s + 1 + offsetX, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APolygonPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APolygonPrinterFactory.java
new file mode 100644
index 0000000..ad18b61
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/APolygonPrinterFactory.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.APolygonSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class APolygonPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final APolygonPrinterFactory INSTANCE = new APolygonPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int numOfPoints = AInt16SerializerDeserializer.getShort(b,
+                    s + 1 + APolygonSerializerDeserializer.getNumberOfPointsOffset());
+            ps.print(numOfPoints);
+            for (int i = 0; i < numOfPoints; i++) {
+                int offsetX = APolygonSerializerDeserializer.getCoordinateOffset(i, Coordinate.X);
+                int offsetY = APolygonSerializerDeserializer.getCoordinateOffset(i, Coordinate.Y);
+                printDelimiter(ps);
+                printDouble(b, s + 1 + offsetX, ps);
+                printDelimiter(ps);
+                printDouble(b, s + 1 + offsetY, ps);
+            }
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARecordPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARecordPrinterFactory.java
new file mode 100644
index 0000000..9c715a9
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARecordPrinterFactory.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.om.pointables.PointableAllocator;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.pointables.printer.json.losslessadm.APrintVisitor;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ARecordPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final ARecordType recType;
+
+    public ARecordPrinterFactory(ARecordType recType) {
+        this.recType = recType;
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        final PointableAllocator allocator = new PointableAllocator();
+        final IAType inputType =
+                recType == null ? DefaultOpenFieldType.getDefaultOpenFieldType(ATypeTag.OBJECT) : recType;
+        final IVisitablePointable recAccessor = allocator.allocateRecordValue(inputType);
+        final APrintVisitor printVisitor = new APrintVisitor();
+        final Pair<PrintStream, ATypeTag> arg = new Pair<>(null, null);
+
+        return new IPrinter() {
+            @Override
+            public void init() {
+                arg.second = inputType.getTypeTag();
+            }
+
+            @Override
+            public void print(byte[] b, int start, int l, PrintStream ps) throws HyracksDataException {
+                recAccessor.set(b, start, l);
+                arg.first = ps;
+                recAccessor.accept(printVisitor, arg);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARectanglePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARectanglePrinterFactory.java
new file mode 100644
index 0000000..59fa919
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ARectanglePrinterFactory.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ARectanglePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ARectanglePrinterFactory INSTANCE = new ARectanglePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            int offsetX1 = ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X);
+            int offsetY1 = ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y);
+            int offsetX2 = ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X);
+            int offsetY2 = ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y);
+            printDouble(b, s + 1 + offsetX1, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY1, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetX2, ps);
+            printDelimiter(ps);
+            printDouble(b, s + 1 + offsetY2, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AStringPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AStringPrinterFactory.java
new file mode 100644
index 0000000..c381336
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AStringPrinterFactory.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.printers.PrintTools;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+/*
+ * String value printed without type code.
+ * Empty string is printed as empty string.
+ */
+public class AStringPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AStringPrinterFactory INSTANCE = new AStringPrinterFactory();
+
+    public static final IPrinter PRINTER = (b, s, l, ps) -> {
+        try {
+            int utfLength = UTF8StringUtil.getUTFLength(b, s + 1);
+            ps.print('"');
+            if (utfLength > 0) {
+                ATaggedValuePrinter.printDelimiter(ps);
+                PrintTools.writeUTF8StringAsJSONUnquoted(b, s + 1, l - 1, utfLength, ps);
+            }
+            ps.print('"');
+
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATaggedValuePrinter.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATaggedValuePrinter.java
new file mode 100644
index 0000000..62990b2
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATaggedValuePrinter.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+import java.io.PrintStream;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AFloatSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.bytes.HexPrinter;
+
+public abstract class ATaggedValuePrinter implements IPrinter {
+
+    public static final char DELIMITER = ':';
+
+    @Override
+    public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+        try {
+            ps.print("\"");
+            printTypeTag(b, s, ps);
+            printDelimiter(ps);
+            printNonTaggedValue(b, s, l, ps);
+            ps.print("\"");
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+
+    static void printTypeTag(byte[] b, int s, PrintStream ps) throws IOException {
+        HexPrinter.printHexString(b, s, 1, ps);
+    }
+
+    static void printDelimiter(PrintStream ps) {
+        ps.print(DELIMITER);
+    }
+
+    static void printFloat(byte[] b, int s, PrintStream ps) {
+        int bits = AFloatSerializerDeserializer.getIntBits(b, s);
+        ps.print(bits);
+    }
+
+    static void printDouble(byte[] b, int s, PrintStream ps) {
+        long bits = ADoubleSerializerDeserializer.getLongBits(b, s);
+        ps.print(bits);
+    }
+
+    protected abstract void printNonTaggedValue(byte[] b, int s, int l, PrintStream ps) throws IOException;
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATimePrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATimePrinterFactory.java
new file mode 100644
index 0000000..d0e551f
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/ATimePrinterFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ATimeSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class ATimePrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final ATimePrinterFactory INSTANCE = new ATimePrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            int chronon = ATimeSerializerDeserializer.getChronon(b, s + 1);
+            ps.print(chronon);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUUIDPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUUIDPrinterFactory.java
new file mode 100644
index 0000000..601d7fd
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUUIDPrinterFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.IOException;
+
+import org.apache.asterix.om.base.AUUID;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AUUIDPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AUUIDPrinterFactory INSTANCE = new AUUIDPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) throws IOException {
+            AUUID.appendLiteralOnly(b, s + 1, ps);
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnionPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnionPrinterFactory.java
new file mode 100644
index 0000000..1f01326
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnionPrinterFactory.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+import java.util.List;
+
+import org.apache.asterix.formats.nontagged.LosslessADMJSONPrinterFactoryProvider;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class AUnionPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final AUnionType unionType;
+
+    public AUnionPrinterFactory(AUnionType unionType) {
+        this.unionType = unionType;
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        return new IPrinter() {
+            private IPrinter[] printers;
+            private List<IAType> unionList;
+
+            @Override
+            public void init() throws HyracksDataException {
+                unionList = unionType.getUnionList();
+                printers = new IPrinter[unionType.getUnionList().size()];
+                for (int i = 0; i < printers.length; i++) {
+                    printers[i] = (LosslessADMJSONPrinterFactoryProvider.INSTANCE
+                            .getPrinterFactory(unionType.getUnionList().get(i))).createPrinter();
+                    printers[i].init();
+                }
+            }
+
+            @Override
+            public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                ATypeTag tag = unionList.get(b[s + 1]).getTypeTag();
+                if (tag == ATypeTag.UNION) {
+                    printers[b[s + 1]].print(b, s + 1, l, ps);
+                } else {
+                    if (tag == ATypeTag.ANY) {
+                        printers[b[s + 1]].print(b, s + 2, l, ps);
+                    } else {
+                        printers[b[s + 1]].print(b, s + 1, l, ps);
+                    }
+                }
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnorderedlistPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnorderedlistPrinterFactory.java
new file mode 100644
index 0000000..9b5db41
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AUnorderedlistPrinterFactory.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.om.pointables.PointableAllocator;
+import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.pointables.printer.json.losslessadm.APrintVisitor;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnorderedListType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class AUnorderedlistPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final AUnorderedListType unorderedlistType;
+
+    public AUnorderedlistPrinterFactory(AUnorderedListType unorderedlistType) {
+        this.unorderedlistType = unorderedlistType;
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        PointableAllocator allocator = new PointableAllocator();
+        final IAType inputType = unorderedlistType == null
+                ? DefaultOpenFieldType.getDefaultOpenFieldType(ATypeTag.MULTISET) : unorderedlistType;
+        final IVisitablePointable listAccessor = allocator.allocateListValue(inputType);
+        final APrintVisitor printVisitor = new APrintVisitor();
+        final Pair<PrintStream, ATypeTag> arg = new Pair<>(null, null);
+
+        return new IPrinter() {
+            @Override
+            public void init() {
+                arg.second = inputType.getTypeTag();
+            }
+
+            @Override
+            public void print(byte[] b, int start, int l, PrintStream ps) throws HyracksDataException {
+                try {
+                    listAccessor.set(b, start, l);
+                    arg.first = ps;
+                    listAccessor.accept(printVisitor, arg);
+                } catch (Exception e) {
+                    throw HyracksDataException.create(e);
+                }
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AYearMonthDurationPrinterFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AYearMonthDurationPrinterFactory.java
new file mode 100644
index 0000000..7453a12
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/printers/json/losslessadm/AYearMonthDurationPrinterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AYearMonthDurationSerializerDeserializer;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+
+public class AYearMonthDurationPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final AYearMonthDurationPrinterFactory INSTANCE = new AYearMonthDurationPrinterFactory();
+
+    public static final IPrinter PRINTER = new ATaggedValuePrinter() {
+        @Override
+        protected void printNonTaggedValue(byte[] b, int s, int l, java.io.PrintStream ps) {
+            ps.print(AYearMonthDurationSerializerDeserializer.getYearMonth(b, s + 1));
+        }
+    };
+
+    @Override
+    public IPrinter createPrinter() {
+        return PRINTER;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ABinarySerializerDeserializer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ABinarySerializerDeserializer.java
index 016a632..c7b8340 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ABinarySerializerDeserializer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ABinarySerializerDeserializer.java
@@ -25,6 +25,7 @@
 import org.apache.asterix.om.base.ABinary;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
 import org.apache.hyracks.dataflow.common.data.marshalling.ByteArraySerializerDeserializer;
 
 public class ABinarySerializerDeserializer implements ISerializerDeserializer<ABinary> {
@@ -44,4 +45,12 @@
     public void serialize(ABinary binary, DataOutput out) throws HyracksDataException {
         ByteArraySerializerDeserializer.serialize(binary.getBytes(), binary.getStart(), binary.getLength(), out);
     }
+
+    public static int getContentLength(byte[] bytes, int offset) {
+        return ByteArrayPointable.getContentLength(bytes, offset);
+    }
+
+    public static int getMetaLength(int contentLength) {
+        return ByteArrayPointable.getNumberBytesToStoreMeta(contentLength);
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ADoubleSerializerDeserializer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ADoubleSerializerDeserializer.java
index 95a4156..be4dcf8 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ADoubleSerializerDeserializer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/ADoubleSerializerDeserializer.java
@@ -24,6 +24,7 @@
 import org.apache.asterix.om.base.ADouble;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
 import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 
 public class ADoubleSerializerDeserializer implements ISerializerDeserializer<ADouble> {
@@ -46,10 +47,10 @@
     }
 
     public static double getDouble(byte[] bytes, int offset) {
-        return Double.longBitsToDouble(getLongBits(bytes, offset));
+        return DoublePointable.getDouble(bytes, offset);
     }
 
     public static long getLongBits(byte[] bytes, int offset) {
-        return AInt64SerializerDeserializer.getLong(bytes, offset);
+        return DoublePointable.getLongBits(bytes, offset);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AFloatSerializerDeserializer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AFloatSerializerDeserializer.java
index 95f5e14..970fb6d 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AFloatSerializerDeserializer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AFloatSerializerDeserializer.java
@@ -49,4 +49,8 @@
     public static float getFloat(byte[] bytes, int offset) {
         return FloatPointable.getFloat(bytes, offset);
     }
+
+    public static int getIntBits(byte[] bytes, int offset) {
+        return FloatPointable.getIntBits(bytes, offset);
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AObjectSerializerDeserializer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AObjectSerializerDeserializer.java
index 57f3449..06c2d96 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AObjectSerializerDeserializer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/dataflow/data/nontagged/serde/AObjectSerializerDeserializer.java
@@ -27,6 +27,7 @@
 import org.apache.asterix.om.base.ACircle;
 import org.apache.asterix.om.base.ADate;
 import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.ADayTimeDuration;
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.ADuration;
 import org.apache.asterix.om.base.AFloat;
@@ -46,7 +47,9 @@
 import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.base.AUUID;
 import org.apache.asterix.om.base.AUnorderedList;
+import org.apache.asterix.om.base.AYearMonthDuration;
 import org.apache.asterix.om.base.IAObject;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.IAType;
@@ -123,6 +126,8 @@
                 return AUnorderedListSerializerDeserializer.SCHEMALESS_INSTANCE.deserialize(in);
             case GEOMETRY:
                 return AGeometrySerializerDeserializer.INSTANCE.deserialize(in);
+            case UUID:
+                return AUUIDSerializerDeserializer.INSTANCE.deserialize(in);
             default:
                 throw new NotImplementedException("No serializer/deserializer implemented for type " + typeTag + " .");
         }
@@ -180,6 +185,12 @@
             case DATETIME:
                 ADateTimeSerializerDeserializer.INSTANCE.serialize((ADateTime) instance, out);
                 break;
+            case YEARMONTHDURATION:
+                AYearMonthDurationSerializerDeserializer.INSTANCE.serialize((AYearMonthDuration) instance, out);
+                break;
+            case DAYTIMEDURATION:
+                ADayTimeDurationSerializerDeserializer.INSTANCE.serialize((ADayTimeDuration) instance, out);
+                break;
             case DURATION:
                 ADurationSerializerDeserializer.INSTANCE.serialize((ADuration) instance, out);
                 break;
@@ -219,6 +230,9 @@
             case GEOMETRY:
                 AGeometrySerializerDeserializer.INSTANCE.serialize((AGeometry) instance, out);
                 break;
+            case UUID:
+                AUUIDSerializerDeserializer.INSTANCE.serialize((AUUID) instance, out);
+                break;
             default:
                 throw new HyracksDataException(
                         "No serializer/deserializer implemented for type " + t.getTypeTag() + " .");
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/base/IDataFormat.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/base/IDataFormat.java
index cab8c22..82af52e 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/base/IDataFormat.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/base/IDataFormat.java
@@ -65,8 +65,12 @@
 
     public IPrinterFactoryProvider getCleanJSONPrinterFactoryProvider();
 
+    public IPrinterFactoryProvider getLosslessADMJSONPrinterFactoryProvider();
+
     public IMissingWriterFactory getMissingWriterFactory();
 
+    public IMissingWriterFactory getNullWriterFactory();
+
     public IUnnestingPositionWriterFactory getUnnestingPositionWriterFactory();
 
     public Triple<IScalarEvaluatorFactory, ScalarFunctionCallExpression, IAType> partitioningEvaluatorFactory(
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/LosslessADMJSONPrinterFactoryProvider.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/LosslessADMJSONPrinterFactoryProvider.java
new file mode 100644
index 0000000..e70b6b1
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/LosslessADMJSONPrinterFactoryProvider.java
@@ -0,0 +1,226 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.formats.nontagged;
+
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ABinaryPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ABooleanPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ACirclePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ADatePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ADateTimePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ADayTimeDurationPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ADoublePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ADurationPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AFloatPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AInt16PrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AInt32PrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AInt64PrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AInt8PrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ALinePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AMissingPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ANullPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AObjectPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AOptionalFieldPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AOrderedlistPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.APoint3DPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.APointPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.APolygonPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ARecordPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ARectanglePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AStringPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.ATimePrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AUUIDPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AUnionPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AUnorderedlistPrinterFactory;
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AYearMonthDurationPrinterFactory;
+import org.apache.asterix.om.base.ABinary;
+import org.apache.asterix.om.base.ACircle;
+import org.apache.asterix.om.base.ADate;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.ADayTimeDuration;
+import org.apache.asterix.om.base.ADuration;
+import org.apache.asterix.om.base.ALine;
+import org.apache.asterix.om.base.APoint;
+import org.apache.asterix.om.base.APoint3D;
+import org.apache.asterix.om.base.APolygon;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.base.AUUID;
+import org.apache.asterix.om.base.AYearMonthDuration;
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AUnorderedListType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactoryProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Printer for the Lossless-ADM-JSON format.
+ * <p/>
+ * Format specification:
+ * <p/>
+ * <ul>
+ * <li>Record is printed as JSON object
+ * <li>Array or multiset is printed as JSON array
+ * <li>Primitive types are printed as JSON strings in the following format: {@code "TC:encoded_value"}. <br/>
+ *     TC is a two-character type code returned by {@link ATypeTag#serialize()} printed in hexadecimal format, <br/>
+ *     ':' is a separator character, <br/>
+ *     {@code encoded_value} is a type-specific text. <br/>
+ *     This is a generic primitive type encoding that works for all primitive types.
+ *     Null, Boolean, Int64, and String types types are printed in their special simplified form describe below.
+ *     Lossless-ADM-JSON parser is supposed to read both forms for these types: generic and simplified.
+ * </ul>
+ *
+ * <p/>
+ * encoded_value format in the generic form:
+ * <ul>
+ * <li>Int8, Int16, Int32: integer number
+ * <li>Float, Double: integer number corresponding to IEEE 754 floating-point layout</li>
+ * <li>Date: integer number returned by {@link ADate#getChrononTimeInDays()}</li>
+ * <li>Time: integer number returned by {@link ATime#getChrononTime()}</li>
+ * <li>DateTime: integer number returned by {@link ADateTime#getChrononTime()} </li>
+ * <li>YearMonthDuration: integer number returned by {@link AYearMonthDuration#getMonths()}</li>
+ * <li>DayTimeDuration: integer number returned by {@link ADayTimeDuration#getMilliseconds()}</li>
+ * <li>Duration: int1:int2, where int1 is {@link ADuration#getMonths()} and int2 is {@link ADuration#getMilliseconds()}</li>
+ * <li>Binary: {@link ABinary#getBytes()} encoded as Base64</li>
+ * <li>UUID: textual form produced by {@link AUUID#appendLiteralOnly(Appendable)}</li>
+ * <li>Missing: N/A. The two character type code (TC) is sufficient to encode this type. ':' separator character is not printed</li>
+ * <li>Point: int1:int2, where int1 and int2 are integer numbers corresponding to IEEE 754 floating-point layout of
+ *     {@link APoint#getX()} and {@link APoint#getY()}</li>
+ * <li>Point3D: int1:int2:int3, where int1 and int2, and int3 are integer numbers corresponding to IEEE 754 floating-point layouts of
+ *     {@link APoint3D#getX()} and {@link APoint3D#getY()}, and {@link APoint3D#getZ()}</li>
+ * <li>Circle: int1:int2:int3 - integer numbers corresponding to IEEE 754 floating-point layouts of {@link ACircle#getP()} (getX()/getY()) and {@link ACircle#getRadius()}</li>
+ * <li>Line: int1:int2:int3:int4 - integer numbers corresponding to IEEE 754 floating-point layouts of {@link ALine#getP1()} (getX(), getY()) and {@link ALine#getP2()} (getX(), getY())</li>
+ * <li>Rectangle:  int1:int2:int3:int4 - integer numbers corresponding to IEEE 754 floating-point layouts of {@link ARectangle#getP1()} (getX(), getY()) and {@link ARectangle#getP2()} (getX(), getY())</li></li>
+ * <li>Polygon: int0:int1:int2:..intN - integer numbers where int0 is the number of points and each subsequent integer pair corresponds to IEEE 754 floating-point layouts of each point returned by {@link APolygon#getPoints()}</li>
+ * </ul>
+ *
+ * Simplified form for {@code Null}, {@code Boolean}, {@code Int64}, and {@code String} types:
+ * <ul>
+ * <li>Null is printed as JSON null
+ * <li>Boolean value is printed as JSON boolean
+ * <li>Int64 value is printed as JSON number
+ * <li>String value is printed as ":string_text". Empty string is printed as "".
+ * </ul>
+ *
+ * Generic encoded_value form for {@code Null}, {@code Boolean}, {@code Int64}, and {@code String} types
+ * <ul>
+ * <li>Null: N/A. The two character type code (TC) is sufficient to encode this type. ':' separator character is not printed</li>
+ * <li>Boolean: integer number. 0=false, non-0=true
+ * <li>Int64: integer number
+ * <li>String: string text as is
+ * </ul>
+ */
+public class LosslessADMJSONPrinterFactoryProvider implements IPrinterFactoryProvider {
+
+    public static final LosslessADMJSONPrinterFactoryProvider INSTANCE = new LosslessADMJSONPrinterFactoryProvider();
+
+    private LosslessADMJSONPrinterFactoryProvider() {
+    }
+
+    @Override
+    public IPrinterFactory getPrinterFactory(Object typeInfo) throws HyracksDataException {
+        IAType type = (IAType) typeInfo;
+
+        if (type != null) {
+            switch (type.getTypeTag()) {
+                case TINYINT:
+                    return AInt8PrinterFactory.INSTANCE;
+                case SMALLINT:
+                    return AInt16PrinterFactory.INSTANCE;
+                case INTEGER:
+                    return AInt32PrinterFactory.INSTANCE;
+                case BIGINT:
+                    return AInt64PrinterFactory.INSTANCE;
+                case MISSING:
+                    return AMissingPrinterFactory.INSTANCE;
+                case NULL:
+                    return ANullPrinterFactory.INSTANCE;
+                case BOOLEAN:
+                    return ABooleanPrinterFactory.INSTANCE;
+                case FLOAT:
+                    return AFloatPrinterFactory.INSTANCE;
+                case DOUBLE:
+                    return ADoublePrinterFactory.INSTANCE;
+                case TIME:
+                    return ATimePrinterFactory.INSTANCE;
+                case DATE:
+                    return ADatePrinterFactory.INSTANCE;
+                case DATETIME:
+                    return ADateTimePrinterFactory.INSTANCE;
+                case DURATION:
+                    return ADurationPrinterFactory.INSTANCE;
+                case YEARMONTHDURATION:
+                    return AYearMonthDurationPrinterFactory.INSTANCE;
+                case DAYTIMEDURATION:
+                    return ADayTimeDurationPrinterFactory.INSTANCE;
+                case STRING:
+                    return AStringPrinterFactory.INSTANCE;
+                case BINARY:
+                    return ABinaryPrinterFactory.INSTANCE;
+                case UUID:
+                    return AUUIDPrinterFactory.INSTANCE;
+                case POINT:
+                    return APointPrinterFactory.INSTANCE;
+                case POINT3D:
+                    return APoint3DPrinterFactory.INSTANCE;
+                case CIRCLE:
+                    return ACirclePrinterFactory.INSTANCE;
+                case LINE:
+                    return ALinePrinterFactory.INSTANCE;
+                case RECTANGLE:
+                    return ARectanglePrinterFactory.INSTANCE;
+                case POLYGON:
+                    return APolygonPrinterFactory.INSTANCE;
+                case OBJECT:
+                    return new ARecordPrinterFactory((ARecordType) type);
+                case ARRAY:
+                    return new AOrderedlistPrinterFactory((AOrderedListType) type);
+                case MULTISET:
+                    return new AUnorderedlistPrinterFactory((AUnorderedListType) type);
+                case UNION:
+                    if (((AUnionType) type).isUnknownableType()) {
+                        return new AOptionalFieldPrinterFactory((AUnionType) type);
+                    } else {
+                        return new AUnionPrinterFactory((AUnionType) type);
+                    }
+                case GEOMETRY:
+                case INTERVAL:
+                    // NYI
+                case SHORTWITHOUTTYPEINFO:
+                case ANY:
+                case BITARRAY:
+                case ENUM:
+                case SPARSOBJECT:
+                case SYSTEM_NULL:
+                case TYPE:
+                case UINT16:
+                case UINT32:
+                case UINT64:
+                case UINT8:
+                    // These types are not intended to be printed to the user.
+                    break;
+            }
+        }
+        return AObjectPrinterFactory.INSTANCE;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/NullIntrospector.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/NullIntrospector.java
new file mode 100644
index 0000000..f496efe
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/NullIntrospector.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.formats.nontagged;
+
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_MISSING_TYPE_TAG;
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_NULL_TYPE_TAG;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IJsonSerializable;
+import org.apache.hyracks.api.io.IPersistedResourceRegistry;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
+
+import com.fasterxml.jackson.databind.JsonNode;
+
+public class NullIntrospector implements INullIntrospector {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final INullIntrospector INSTANCE = new NullIntrospector();
+
+    private NullIntrospector() {
+    }
+
+    @Override
+    public boolean isNull(byte[] bytes, int offset, int length) {
+        return (bytes[offset] == SERIALIZED_MISSING_TYPE_TAG || bytes[offset] == SERIALIZED_NULL_TYPE_TAG)
+                && length == 1;
+    }
+
+    @Override
+    public JsonNode toJson(IPersistedResourceRegistry registry) throws HyracksDataException {
+        return registry.getClassIdentifier(getClass(), serialVersionUID);
+    }
+
+    @SuppressWarnings("squid:S1172") // unused parameter
+    public static IJsonSerializable fromJson(IPersistedResourceRegistry registry, JsonNode json) {
+        return INSTANCE;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/PredicateEvaluatorFactoryProvider.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/PredicateEvaluatorFactoryProvider.java
index ab9f4e0..286d1cc 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/PredicateEvaluatorFactoryProvider.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/PredicateEvaluatorFactoryProvider.java
@@ -26,31 +26,24 @@
 import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
 import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
 
-/*
-Provides PredicateEvaluator for equi-join cases to properly take care of NULL fields, being compared with each other.
-If any of the join keys, from either side, is NULL, record should not pass equi-join condition.
-*/
+/**
+ * Provides PredicateEvaluator for equi-join cases to disqualify tuples having NULL/MISSING fields
+ * If any of the join keys, from either side, is NULL/MISSING, the tuple will not pass equi-join condition.
+ */
 public class PredicateEvaluatorFactoryProvider implements IPredicateEvaluatorFactoryProvider {
 
     private static final long serialVersionUID = 1L;
     public static final PredicateEvaluatorFactoryProvider INSTANCE = new PredicateEvaluatorFactoryProvider();
 
     @Override
-    public IPredicateEvaluatorFactory getPredicateEvaluatorFactory(final int[] keys0, final int[] keys1) {
+    public IPredicateEvaluatorFactory getPredicateEvaluatorFactory(final int[] keys) {
 
         return new IPredicateEvaluatorFactory() {
             private static final long serialVersionUID = 1L;
 
             @Override
             public IPredicateEvaluator createPredicateEvaluator() {
-                return new IPredicateEvaluator() {
-
-                    @Override
-                    public boolean evaluate(IFrameTupleAccessor fta0, int tupId0, IFrameTupleAccessor fta1,
-                            int tupId1) {
-                        return noNullOrMissingInKeys(fta0, tupId0, keys0) && noNullOrMissingInKeys(fta1, tupId1, keys1);
-                    }
-                };
+                return (fta, tupId) -> noNullOrMissingInKeys(fta, tupId, keys);
             }
         };
     }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/TypeTraitProvider.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/TypeTraitProvider.java
index 1788445..97fe9c1 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/TypeTraitProvider.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/formats/nontagged/TypeTraitProvider.java
@@ -28,6 +28,7 @@
 
     // WARNING: the byte sizes depend on the serializer!
     // currently assuming a serializer that adds a 1-byte type indicator before the data
+    private static final ITypeTraits ZERO_BYTE_TYPE_TRAIT = new FixedLengthTypeTrait(1);
     private static final ITypeTraits ONE_BYTE_TYPE_TRAIT = new FixedLengthTypeTrait(1 + 1);
     private static final ITypeTraits TWO_BYTE_TYPE_TRAIT = new FixedLengthTypeTrait(2 + 1);
     private static final ITypeTraits FOUR_BYTE_TYPE_TRAIT = new FixedLengthTypeTrait(4 + 1);
@@ -48,6 +49,9 @@
             return null;
         }
         switch (type.getTypeTag()) {
+            case NULL:
+            case MISSING:
+                return ZERO_BYTE_TYPE_TRAIT;
             case BOOLEAN:
             case TINYINT:
                 return ONE_BYTE_TYPE_TRAIT;
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADate.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADate.java
index 2a80f28..63c8f31 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADate.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADate.java
@@ -73,10 +73,10 @@
     @Override
     public String toString() {
         StringBuilder sbder = new StringBuilder();
-        sbder.append("\"date\": { ");
+        sbder.append("date: { ");
         try {
-            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTimeInDay * CHRONON_OF_DAY, 0,
-                    sbder, GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY, false);
+            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTimeInDay * CHRONON_OF_DAY, sbder,
+                    GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY);
         } catch (IOException e) {
             throw new RuntimeException(e);
         }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADateTime.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADateTime.java
index df38d1c..b366c37 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADateTime.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ADateTime.java
@@ -115,8 +115,8 @@
 
     private static StringBuilder appendDatetime(StringBuilder sbder, long chrononTime) {
         try {
-            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTime, 0, sbder,
-                    GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTime, sbder,
+                    GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND);
             return sbder;
         } catch (IOException e) {
             throw new IllegalStateException(e);
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AInterval.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AInterval.java
index 4fb0b67..93d40fe 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AInterval.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AInterval.java
@@ -100,28 +100,28 @@
                 sbder.append("date: { ");
 
                 GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalStart * ADate.CHRONON_OF_DAY,
-                        0, sbder, GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY, false);
+                        sbder, GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY);
 
                 sbder.append(" }, date: {");
                 GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalEnd * ADate.CHRONON_OF_DAY,
-                        0, sbder, GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY, false);
+                        sbder, GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY);
                 sbder.append(" }");
             } else if (typetag == ATypeTag.TIME.serialize()) {
                 sbder.append("time: { ");
-                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalStart, 0, sbder,
-                        GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalStart, sbder,
+                        GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND);
                 sbder.append(" }, time: { ");
 
-                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalEnd, 0, sbder,
-                        GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalEnd, sbder,
+                        GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND);
                 sbder.append(" }");
             } else if (typetag == ATypeTag.DATETIME.serialize()) {
                 sbder.append("datetime: { ");
-                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalStart, 0, sbder,
-                        GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalStart, sbder,
+                        GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND);
                 sbder.append(" }, datetime: { ");
-                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalEnd, 0, sbder,
-                        GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+                GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(intervalEnd, sbder,
+                        GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND);
                 sbder.append(" }");
             }
         } catch (IOException e) {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AOrderedList.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AOrderedList.java
index 785c62d..9ec73ee 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AOrderedList.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AOrderedList.java
@@ -79,7 +79,7 @@
             return false;
         } else {
             AOrderedList y = (AOrderedList) o;
-            return InMemUtils.cursorEquals(this.getCursor(), y.getCursor());
+            return InMemUtils.deepEqualCursors(this.getCursor(), y.getCursor());
         }
     }
 
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ATime.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ATime.java
index 5375f7e..226957e 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ATime.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/ATime.java
@@ -90,8 +90,8 @@
         StringBuilder sbder = new StringBuilder();
         sbder.append("time: { ");
         try {
-            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTime, 0, sbder,
-                    GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND, true);
+            GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(chrononTime, sbder,
+                    GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND);
         } catch (IOException e) {
             throw new RuntimeException(e);
         }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUUID.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUUID.java
index 10c2157..fb44db2 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUUID.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUUID.java
@@ -84,29 +84,38 @@
 
     @Override
     public String toString() {
-        StringBuilder buf = new StringBuilder(UUID_CHARS + 9);
-        buf.append("uuid: { ");
-        return appendLiteralOnly(buf).append(" }").toString();
+        try {
+            StringBuilder buf = new StringBuilder(UUID_CHARS + 9);
+            buf.append("uuid: { ");
+            appendLiteralOnly(buf);
+            buf.append(" }");
+            return buf.toString();
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
     }
 
-    public StringBuilder appendLiteralOnly(StringBuilder buf) {
-        return appendLiteralOnly(uuidBytes, 0, buf);
+    public void appendLiteralOnly(Appendable buf) throws IOException {
+        appendLiteralOnly(uuidBytes, 0, buf);
     }
 
-    private static StringBuilder digits(byte b[], int offset, int count, StringBuilder result) {
+    private static void digits(byte b[], int offset, int count, Appendable result) throws IOException {
         for (int i = 0; i < count; i++) {
             result.append(CHARS[(b[offset + i] >> 4) & 0xf]);
             result.append(CHARS[b[offset + i] & 0xf]);
         }
-        return result;
     }
 
-    public static StringBuilder appendLiteralOnly(byte[] bytes, int offset, StringBuilder result) {
-        digits(bytes, offset, 4, result).append('-');
-        digits(bytes, offset + 4, 2, result).append('-');
-        digits(bytes, offset + 6, 2, result).append('-');
-        digits(bytes, offset + 8, 2, result).append('-');
-        return digits(bytes, offset + 10, 6, result);
+    public static void appendLiteralOnly(byte[] bytes, int offset, Appendable result) throws IOException {
+        digits(bytes, offset, 4, result);
+        result.append('-');
+        digits(bytes, offset + 4, 2, result);
+        result.append('-');
+        digits(bytes, offset + 6, 2, result);
+        result.append('-');
+        digits(bytes, offset + 8, 2, result);
+        result.append('-');
+        digits(bytes, offset + 10, 6, result);
     }
 
     public void writeTo(DataOutput out) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUnorderedList.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUnorderedList.java
index 137171d..bd4586a 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUnorderedList.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/AUnorderedList.java
@@ -56,7 +56,7 @@
             return false;
         } else {
             AUnorderedList y = (AUnorderedList) o;
-            return InMemUtils.cursorEquals(this.getCursor(), y.getCursor());
+            return InMemUtils.deepEqualCursors(this.getCursor(), y.getCursor());
         }
     }
 
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/InMemUtils.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/InMemUtils.java
index 65c7e61..af0cb0d 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/InMemUtils.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/InMemUtils.java
@@ -20,14 +20,14 @@
 
 public class InMemUtils {
 
-    public final static boolean cursorEquals(IACursor c1, IACursor c2) {
+    public final static boolean deepEqualCursors(IACursor c1, IACursor c2) {
         while (c1.next()) {
             if (!(c2.next())) {
                 return false;
             }
             IAObject thisO = c1.get();
             IAObject otherO = c2.get();
-            if (!(thisO.equals(otherO))) {
+            if (!(thisO.deepEqual(otherO))) {
                 return false;
             }
         }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADateParserFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADateParserFactory.java
index a4abbd6..c30662a 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADateParserFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADateParserFactory.java
@@ -18,8 +18,6 @@
  */
 package org.apache.asterix.om.base.temporal;
 
-import static org.apache.asterix.om.base.temporal.GregorianCalendarSystem.CHRONON_OF_DAY;
-
 import java.io.DataOutput;
 import java.io.IOException;
 
@@ -148,7 +146,7 @@
             throw new HyracksDataException(dateErrorMessage);
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0, 0);
+        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0);
     }
 
     /**
@@ -244,7 +242,7 @@
             throw new HyracksDataException(dateErrorMessage);
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0, 0);
+        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0);
     }
 
     /**
@@ -340,7 +338,7 @@
             throw new HyracksDataException(dateErrorMessage);
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0, 0);
+        return GregorianCalendarSystem.getInstance().getChronon(year, month, day, 0, 0, 0, 0);
     }
 
     /**
@@ -354,7 +352,7 @@
      */
     public static int parseDatePartInDays(String dateString, int start, int length) throws HyracksDataException {
         long chronon = parseDatePart(dateString, start, length);
-        return convertParsedMillisecondsToDays(chronon);
+        return GregorianCalendarSystem.getInstance().getChrononInDays(chronon);
     }
 
     /**
@@ -368,18 +366,6 @@
      */
     public static int parseDatePartInDays(char[] dateString, int start, int length) throws HyracksDataException {
         long chronon = parseDatePart(dateString, start, length);
-        return convertParsedMillisecondsToDays(chronon);
-    }
-
-    public static int convertParsedMillisecondsToDays(long chronon) throws HyracksDataException {
-        if (chronon >= 0) {
-            return (int) (chronon / CHRONON_OF_DAY);
-        } else {
-            if (chronon % CHRONON_OF_DAY != 0) {
-                return (int) (chronon / CHRONON_OF_DAY - 1);
-            } else {
-                return (int) (chronon / CHRONON_OF_DAY);
-            }
-        }
+        return GregorianCalendarSystem.getInstance().getChrononInDays(chronon);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADurationParserFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADurationParserFactory.java
index ec387e2..657a66e 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADurationParserFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ADurationParserFactory.java
@@ -28,6 +28,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.parsers.IValueParser;
 import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.util.StringUtil;
 
 public class ADurationParserFactory implements IValueParserFactory {
 
@@ -83,64 +84,48 @@
         All
     }
 
-    interface IStringAccessor {
-        char getCharAt(int index);
+    public static void parseDuration(CharSequence durationString, final int start, int length, IAObject mutableObject,
+            ADurationParseOption parseOption) throws HyracksDataException {
+        parseDuration(durationString, start, length, mutableObject, parseOption, StringUtil.getCharSequenceAccessor());
     }
 
-    public static void parseDuration(final Object durationString, final int start, int length, IAObject mutableObject,
+    public static void parseDuration(char[] durationString, final int start, int length, IAObject mutableObject,
             ADurationParseOption parseOption) throws HyracksDataException {
+        parseDuration(durationString, start, length, mutableObject, parseOption, StringUtil.getCharArrayAccessor());
+    }
+
+    public static void parseDuration(byte[] durationString, final int start, int length, IAObject mutableObject,
+            ADurationParseOption parseOption) throws HyracksDataException {
+        parseDuration(durationString, start, length, mutableObject, parseOption,
+                StringUtil.getByteArrayAsCharAccessor());
+    }
+
+    public static <T> void parseDuration(T durationString, final int start, int length, IAObject mutableObject,
+            ADurationParseOption parseOption, StringUtil.ICharAccessor<T> charAccessor) throws HyracksDataException {
 
         int offset = 0;
         int value = 0, hour = 0, minute = 0, second = 0, millisecond = 0, year = 0, month = 0, day = 0;
         State state = State.NOTHING_READ;
 
-        IStringAccessor charAccessor;
-
-        if (durationString instanceof char[]) {
-            charAccessor = new IStringAccessor() {
-                @Override
-                public char getCharAt(int index) {
-                    return ((char[]) durationString)[start + index];
-                }
-            };
-        } else if (durationString instanceof byte[]) {
-            charAccessor = new IStringAccessor() {
-
-                @Override
-                public char getCharAt(int index) {
-                    return (char) (((byte[]) durationString)[start + index]);
-                }
-            };
-        } else if (durationString instanceof String) {
-            charAccessor = new IStringAccessor() {
-
-                @Override
-                public char getCharAt(int index) {
-                    return ((String) durationString).charAt(start + index);
-                }
-            };
-        } else {
-            throw new HyracksDataException(durationErrorMessage);
-        }
-
         short sign = 1;
-        if (charAccessor.getCharAt(offset) == '-') {
+        if (charAccessor.charAt(durationString, start + offset) == '-') {
             offset++;
             sign = -1;
         }
 
-        if (charAccessor.getCharAt(offset) != 'P') {
+        if (charAccessor.charAt(durationString, start + offset) != 'P') {
             throw new HyracksDataException(durationErrorMessage + ": Missing leading 'P'.");
         }
 
         offset++;
 
         for (; offset < length; offset++) {
-            if (charAccessor.getCharAt(offset) >= '0' && charAccessor.getCharAt(offset) <= '9') {
+            if (charAccessor.charAt(durationString, start + offset) >= '0'
+                    && charAccessor.charAt(durationString, start + offset) <= '9') {
                 // accumulate the digit fields
-                value = value * DECIMAL_UNIT + charAccessor.getCharAt(offset) - '0';
+                value = value * DECIMAL_UNIT + charAccessor.charAt(durationString, start + offset) - '0';
             } else {
-                switch (charAccessor.getCharAt(offset)) {
+                switch (charAccessor.charAt(durationString, start + offset)) {
                     case 'Y':
                         if (state.compareTo(State.YEAR) < 0) {
                             if (parseOption == ADurationParseOption.DAY_TIME) {
@@ -213,11 +198,11 @@
                             }
                             int i = 1;
                             for (; offset + i < length; i++) {
-                                if (charAccessor.getCharAt(offset + i) >= '0'
-                                        && charAccessor.getCharAt(offset + i) <= '9') {
+                                if (charAccessor.charAt(durationString, start + offset + i) >= '0'
+                                        && charAccessor.charAt(durationString, start + offset + i) <= '9') {
                                     if (i < 4) {
-                                        millisecond =
-                                                millisecond * DECIMAL_UNIT + (charAccessor.getCharAt(offset + i) - '0');
+                                        millisecond = millisecond * DECIMAL_UNIT
+                                                + (charAccessor.charAt(durationString, start + offset + i) - '0');
                                     } else {
                                         throw new HyracksDataException(
                                                 durationErrorMessage + ": wrong MILLISECOND field.");
@@ -276,6 +261,8 @@
             ((AMutableYearMonthDuration) mutableObject).setMonths(totalMonths);
         } else if (mutableObject instanceof AMutableDayTimeDuration) {
             ((AMutableDayTimeDuration) mutableObject).setMilliseconds(totalMilliseconds);
+        } else {
+            throw new IllegalArgumentException();
         }
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ATimeParserFactory.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ATimeParserFactory.java
index 039e026..ca3552b 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ATimeParserFactory.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ATimeParserFactory.java
@@ -153,10 +153,10 @@
         }
 
         if (length > offset) {
-            timezone = parseTimezonePart(timeString, start + offset);
+            parseTimezonePart(timeString, start + offset); // parsed, then ignored
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis, timezone);
+        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis);
     }
 
     /**
@@ -223,7 +223,6 @@
         int offset = 0;
 
         int hour = 0, min = 0, sec = 0, millis = 0;
-        int timezone = 0;
 
         boolean isExtendedForm = false;
         if (timeString[start + offset + 2] == ':') {
@@ -307,10 +306,10 @@
         }
 
         if (length > offset) {
-            timezone = parseTimezonePart(timeString, start + offset);
+            parseTimezonePart(timeString, start + offset); // parsed, then ignored
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis, timezone);
+        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis);
     }
 
     /**
@@ -462,10 +461,10 @@
         }
 
         if (length > offset) {
-            timezone = parseTimezonePart(timeString, start + offset);
+            parseTimezonePart(timeString, start + offset); // parsed and ignored
         }
 
-        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis, timezone);
+        return GregorianCalendarSystem.getInstance().getChronon(hour, min, sec, millis);
     }
 
     /**
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DateTimeFormatUtils.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DateTimeFormatUtils.java
index 70f9da4..db771f9 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DateTimeFormatUtils.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DateTimeFormatUtils.java
@@ -37,13 +37,14 @@
  * <p/>
  * - <b>Y</b>: a digit for the year field. At most 4 year format characters are allowed for a valid format string.<br/>
  * - <b>M</b>: a digit or character for the month field. At most 3 month format characters are allowed for a valid format string. When three month format characters are used, the shorten month names (like JAN, FEB etc.) are expected in the string to be parsed. Otherwise digits are expected.<br/>
+ * - <b>Q</b>: a digit for the quarter field (1-4). At most 2 format characters are allowed.<br/>
  * - <b>D</b>: a digit for the day field. At most 2 day format characters are allowed.<br/>
  * - <b>h</b>: a digit for the hour field. At most 2 hour format characters are allowed.<br/>
  * - <b>m</b>: a digit for the minute field. At most 2 minute format characters are allowed.<br/>
  * - <b>s</b>: a digit for the second field. At most 2 second format characters are allowed.<br/>
  * - <b>n</b>: a digit for the millisecond field. At most 3 millisecond format characters are allowed.<br/>
  * - <b>a</b>: the AM/PM field. At most 1 am/pm format character is allowed, and it matches with AM and PM case-insensitively. <br/>
- * - <b>z</b>: the timezone field. At most 1 timezone format characters are allowed. The valid timezone string matching with this format character include:<br/>
+ * - <b>z</b>: (parse only) the timezone field. At most 1 timezone format characters are allowed. The valid timezone string matching with this format character include:<br/>
  * -- <b>Z</b>: a single upper-case character representing the UTC timezone;<br/>
  * -- <b>[UTC|GMT]+xx[:]xx</b>: representing a timezone by providing the actual offset time from the UTC time;<br/>
  * -- A string representation of a timezone like PST, Asia/Shanghai. The names of the timezones are following the Zoneinfo database provided by the JDK library. See {@link TimeZone} for more details on this.<br/>
@@ -64,6 +65,7 @@
     private static final char MINUTE_CHAR = 'm';
     private static final char SECOND_CHAR = 's';
     private static final char MILLISECOND_CHAR = 'n';
+    private static final char MILLISECOND_CHAR_ALT = 'S';
     private static final char AMPM_CHAR = 'a';
     private static final char TIMEZONE_CHAR = 'z';
 
@@ -76,6 +78,7 @@
 
     private enum DateTimeProcessState {
         YEAR,
+        QUARTER,
         MONTH,
         DAY,
         WEEKDAY,
@@ -91,23 +94,37 @@
 
     // For date
     private static final char YEAR_CHAR = 'Y';
+    private static final char QUARTER_CHAR = 'Q';
     private static final char MONTH_CHAR = 'M';
     private static final char DAY_CHAR = 'D';
-    private static final char WEEKDAY_CHAR = 'W';
+    private static final char WEEKDAY_CHAR = 'E';
 
     private static final int MAX_YEAR_CHARS = 4;
-    private static final int MAX_MONTH_CHARS = 3;
-    private static final int MAX_DAY_CHARS = 2;
-    private static final int MAX_WEEKDAY_CHAR = 1;
+    private static final int MAX_QUARTER_CHARS = 2;
+    private static final int MAX_MONTH_CHARS = 4;
+    private static final int MAX_DAY_CHARS_PARSE = 2;
+    private static final int MAX_DAY_CHARS_PRINT = 3; // + DDD = Day of Year
+    private static final int MIN_WEEKDAY_CHAR = 3;
+    private static final int MAX_WEEKDAY_CHAR = 4;
 
     private static final byte[][] MONTH_NAMES = new byte[][] { "jan".getBytes(ENCODING), "feb".getBytes(ENCODING),
             "mar".getBytes(ENCODING), "apr".getBytes(ENCODING), "may".getBytes(ENCODING), "jun".getBytes(ENCODING),
             "jul".getBytes(ENCODING), "aug".getBytes(ENCODING), "sep".getBytes(ENCODING), "oct".getBytes(ENCODING),
             "nov".getBytes(ENCODING), "dec".getBytes(ENCODING) };
 
-    private static final byte[][] WEEKDAY_FULL_NAMES = new byte[][] { "monday".getBytes(ENCODING),
-            "tuesday".getBytes(ENCODING), "wednesday".getBytes(ENCODING), "thursday".getBytes(ENCODING),
-            "friday".getBytes(ENCODING), "saturday".getBytes(ENCODING), "sunday".getBytes(ENCODING) };
+    private static final byte[][] MONTH_FULL_NAMES =
+            new byte[][] { "january".getBytes(ENCODING), "february".getBytes(ENCODING), "march".getBytes(ENCODING),
+                    "april".getBytes(ENCODING), "may".getBytes(ENCODING), "june".getBytes(ENCODING),
+                    "july".getBytes(ENCODING), "august".getBytes(ENCODING), "september".getBytes(ENCODING),
+                    "october".getBytes(ENCODING), "november".getBytes(ENCODING), "december".getBytes(ENCODING) };
+
+    private static final byte[][] WEEKDAY_NAMES = new byte[][] { "sun".getBytes(ENCODING), "mon".getBytes(ENCODING),
+            "tue".getBytes(ENCODING), "wed".getBytes(ENCODING), "thu".getBytes(ENCODING), "fri".getBytes(ENCODING),
+            "sat".getBytes(ENCODING) };
+
+    private static final byte[][] WEEKDAY_FULL_NAMES = new byte[][] { "sunday".getBytes(ENCODING),
+            "monday".getBytes(ENCODING), "tuesday".getBytes(ENCODING), "wednesday".getBytes(ENCODING),
+            "thursday".getBytes(ENCODING), "friday".getBytes(ENCODING), "saturday".getBytes(ENCODING) };
 
     private static final byte[] UTC_BYTEARRAY = "utc".getBytes(ENCODING);
     private static final byte[] GMT_BYTEARRAY = "gmt".getBytes(ENCODING);
@@ -175,7 +192,7 @@
     }
 
     private int parseFormatField(byte[] format, int formatStart, int formatLength, int formatPointer, char formatChar,
-            int maxAllowedFormatCharCopied) {
+            int maxAllowedFormatCharCopied) throws AsterixTemporalTypeParseException {
 
         int formatCharCopies = 0;
 
@@ -186,7 +203,7 @@
             formatCharCopies++;
         }
         if (formatCharCopies > maxAllowedFormatCharCopied) {
-            throw new IllegalStateException(
+            throw new AsterixTemporalTypeParseException(
                     "The format string for " + formatChar + " is too long: expected no more than "
                             + maxAllowedFormatCharCopied + " but got " + formatCharCopies);
         }
@@ -200,7 +217,7 @@
         DATETIME
     }
 
-    private boolean byteArrayEqualToString(byte[] barray, int start, int length, byte[] str) {
+    public static boolean byteArrayEqualToString(byte[] barray, int start, int length, byte[] str) {
         if (length != str.length) {
             return false;
         } else {
@@ -208,7 +225,7 @@
         }
     }
 
-    private boolean byteArrayBeingWithString(byte[] barray, int start, int length, byte[] str) {
+    public static boolean byteArrayBeingWithString(byte[] barray, int start, int length, byte[] str) {
         boolean beginWith = true;
         if (length <= str.length) {
             for (int i = 0; i < length; i++) {
@@ -223,18 +240,31 @@
         return beginWith;
     }
 
-    private int monthIDSearch(byte[] barray, int start, int length) {
-        for (int i = 0; i < MONTH_NAMES.length; i++) {
-            if (byteArrayEqualToString(barray, start, length, MONTH_NAMES[i])) {
+    private int monthIDSearch(byte[] barray, int start, int length, boolean useShortNames) {
+        byte[][] monthNames = useShortNames ? MONTH_NAMES : MONTH_FULL_NAMES;
+        for (int i = 0; i < monthNames.length; i++) {
+            if (byteArrayEqualToString(barray, start, length, monthNames[i])) {
                 return i;
             }
         }
         return -1;
     }
 
-    private int weekdayIDSearch(byte[] barray, int start, int length) {
-        for (int i = 0; i < WEEKDAY_FULL_NAMES.length; i++) {
-            if (byteArrayBeingWithString(barray, start, length, WEEKDAY_FULL_NAMES[i])) {
+    @Deprecated
+    public static int weekdayIDSearchLax(byte[] barray, int start, int length, boolean useShortNames) {
+        byte[][] weekdayNames = useShortNames ? WEEKDAY_NAMES : WEEKDAY_FULL_NAMES;
+        for (int i = 0; i < weekdayNames.length; i++) {
+            if (byteArrayBeingWithString(barray, start, length, weekdayNames[i])) {
+                return i;
+            }
+        }
+        return -1;
+    }
+
+    public static int weekdayIDSearch(byte[] barray, int start, int length, boolean useShortNames) {
+        byte[][] weekdayNames = useShortNames ? WEEKDAY_NAMES : WEEKDAY_FULL_NAMES;
+        for (int i = 0; i < weekdayNames.length; i++) {
+            if (byteArrayEqualToString(barray, start, length, weekdayNames[i])) {
                 return i;
             }
         }
@@ -257,14 +287,14 @@
         return -1;
     }
 
-    private byte toLower(byte b) {
+    private static byte toLower(byte b) {
         if (b >= 'A' && b <= 'Z') {
             return (byte) (b - TO_LOWER_OFFSET);
         }
         return b;
     }
 
-    private byte toUpper(byte b) {
+    private static byte toUpper(byte b) {
         if (b >= 'a' && b <= 'z') {
             return (byte) (b + TO_LOWER_OFFSET);
         }
@@ -275,13 +305,14 @@
             int formatStart, int formatLength, DateTimeParseMode parseMode, boolean raiseParseDataError)
             throws AsterixTemporalTypeParseException {
         return parseDateTime(outChronon, null, null, null, data, dataStart, dataLength, format, formatStart,
-                formatLength, parseMode, raiseParseDataError, '\0');
+                formatLength, parseMode, raiseParseDataError, '\0', false);
     }
 
     public boolean parseDateTime(AMutableInt64 outChronon, Mutable<Boolean> outTimeZoneExists,
             AMutableInt32 outTimeZone, Mutable<Character> dateTimeSeparatorOut, byte[] data, int dataStart,
             int dataLength, byte[] format, int formatStart, int formatLength, DateTimeParseMode parseMode,
-            boolean raiseParseDataError, char altSeparatorChar) throws AsterixTemporalTypeParseException {
+            boolean raiseParseDataError, char altSeparatorChar, boolean adjustChrononByTimezone)
+            throws AsterixTemporalTypeParseException {
         int year = 0, month = 0, day = 0, hour = 0, min = 0, sec = 0, ms = 0, timezone = 0;
         boolean timezoneExists = false;
 
@@ -310,6 +341,13 @@
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
+                case QUARTER_CHAR:
+                    processState = DateTimeProcessState.QUARTER;
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, QUARTER_CHAR,
+                            MAX_QUARTER_CHARS);
+                    formatPointer += pointerMove;
+                    formatCharCopies += pointerMove;
+                    break;
                 case MONTH_CHAR:
                     processState = DateTimeProcessState.MONTH;
                     pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, MONTH_CHAR,
@@ -319,8 +357,8 @@
                     break;
                 case DAY_CHAR:
                     processState = DateTimeProcessState.DAY;
-                    pointerMove =
-                            parseFormatField(format, formatStart, formatLength, formatPointer, DAY_CHAR, MAX_DAY_CHARS);
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, DAY_CHAR,
+                            MAX_DAY_CHARS_PARSE);
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
@@ -328,6 +366,11 @@
                     processState = DateTimeProcessState.WEEKDAY;
                     pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, WEEKDAY_CHAR,
                             MAX_WEEKDAY_CHAR);
+                    if (pointerMove < MIN_WEEKDAY_CHAR) {
+                        throw new AsterixTemporalTypeParseException(
+                                String.format("Expected at least %d '%s' characters but got %d", MIN_WEEKDAY_CHAR,
+                                        WEEKDAY_CHAR, pointerMove));
+                    }
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
@@ -359,7 +402,13 @@
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
-
+                case MILLISECOND_CHAR_ALT:
+                    processState = DateTimeProcessState.MILLISECOND;
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer,
+                            MILLISECOND_CHAR_ALT, MAX_MILLISECOND_CHARS);
+                    formatPointer += pointerMove;
+                    formatCharCopies += pointerMove;
+                    break;
                 case AMPM_CHAR:
                     processState = DateTimeProcessState.AMPM;
                     pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, AMPM_CHAR,
@@ -403,13 +452,14 @@
 
                 default:
                     throw new AsterixTemporalTypeParseException("Unexpected date format string at "
-                            + (formatStart + formatPointer) + ": " + format[formatStart + formatPointer]);
+                            + (formatStart + formatPointer) + ": " + (char) format[formatStart + formatPointer]);
             }
 
             // check whether the process state is valid for the parse mode
 
             switch (processState) {
                 case YEAR:
+                case QUARTER:
                 case MONTH:
                 case DAY:
                     if (parseMode == DateTimeParseMode.TIME_ONLY) {
@@ -441,7 +491,6 @@
                 case DAY:
                     int maxAllowedFormatCharCopies = (processState == DateTimeProcessState.YEAR) ? 4 : 2;
                     int parsedValue = 0;
-
                     int processedFieldsCount = 0;
                     for (int i = 0; i < formatCharCopies; i++) {
                         if (data[dataStart + dataStringPointer] < '0' || data[dataStart + dataStringPointer] > '9') {
@@ -469,17 +518,88 @@
                         if (negativeYear) {
                             year *= -1;
                         }
+                        // Allow month and day to be missing if we parsed year
+                        if (month == 0) {
+                            month = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.MONTH.ordinal()];
+                        }
+                        if (day == 0) {
+                            day = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.DAY.ordinal()];
+                        }
                     } else {
+                        if (parsedValue == 0) {
+                            if (raiseParseDataError) {
+                                throw new AsterixTemporalTypeParseException(
+                                        "Incorrect day value at " + (dataStart + dataStringPointer));
+                            } else {
+                                return false;
+                            }
+                        }
                         day = parsedValue;
                     }
                     break;
+                case QUARTER:
+                    // the month is in the number format
+                    parsedValue = 0;
+                    int processedQuarterFieldsCount = 0;
+                    for (int i = 0; i < formatCharCopies; i++) {
+                        if (data[dataStart + dataStringPointer] < '0' || data[dataStart + dataStringPointer] > '9') {
+                            if (raiseParseDataError) {
+                                throw new AsterixTemporalTypeParseException("Unexpected char for quarter field at "
+                                        + (dataStart + dataStringPointer) + ": " + data[dataStart + dataStringPointer]);
+                            } else {
+                                return false;
+                            }
+                        }
+                        parsedValue = parsedValue * 10 + (data[dataStart + dataStringPointer] - '0');
+                        dataStringPointer++;
+                        if (processedQuarterFieldsCount++ > 2) {
+                            if (raiseParseDataError) {
+                                throw new AsterixTemporalTypeParseException("Unexpected char for quarter field at "
+                                        + (dataStart + dataStringPointer) + ": " + data[dataStart + dataStringPointer]);
+                            } else {
+                                return false;
+                            }
+                        }
+                    }
+                    // if there are more than 2 digits for the quarter string
+                    while (processedQuarterFieldsCount < 2 && dataStringPointer < dataLength
+                            && data[dataStart + dataStringPointer] >= '0'
+                            && data[dataStart + dataStringPointer] <= '9') {
+                        parsedValue = parsedValue * 10 + (data[dataStart + dataStringPointer] - '0');
+                        dataStringPointer++;
+                        processedQuarterFieldsCount++;
+                    }
+                    if (parsedValue == 0) {
+                        if (raiseParseDataError) {
+                            throw new AsterixTemporalTypeParseException(
+                                    "Incorrect quarter value at " + (dataStart + dataStringPointer));
+                        } else {
+                            return false;
+                        }
+                    }
+                    month = (parsedValue - 1) * 3 + 1;
+                    // Allow day to be missing if we parsed quarter
+                    if (day == 0) {
+                        day = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.DAY.ordinal()];
+                    }
+                    break;
                 case MONTH:
-                    if (formatCharCopies == 3) {
+                    if (formatCharCopies >= 3) {
                         // the month is in the text format
-                        int monthNameMatch = monthIDSearch(data, dataStart + dataStringPointer, 3);
+                        int processedMonthFieldsCount = 0;
+                        while (((dataStringPointer + processedMonthFieldsCount < dataLength)) && ((data[dataStart
+                                + dataStringPointer + processedMonthFieldsCount] >= 'a'
+                                && data[dataStart + dataStringPointer + processedMonthFieldsCount] <= 'z')
+                                || (data[dataStart + dataStringPointer + processedMonthFieldsCount] >= 'A'
+                                        && data[dataStart + dataStringPointer + processedMonthFieldsCount] <= 'Z'))) {
+                            processedMonthFieldsCount++;
+                        }
+                        boolean useShortNames = formatCharCopies == 3;
+                        int monthNameMatch = monthIDSearch(data, dataStart + dataStringPointer,
+                                processedMonthFieldsCount, useShortNames);
                         if (monthNameMatch >= 0) {
                             month = monthNameMatch + 1;
-                            dataStringPointer += 3;
+                            dataStringPointer += processedMonthFieldsCount;
                         } else {
                             if (raiseParseDataError) {
                                 throw new AsterixTemporalTypeParseException(
@@ -491,6 +611,8 @@
                             }
                         }
                     } else {
+                        // the month is in the number format
+                        parsedValue = 0;
                         int processedMonthFieldsCount = 0;
                         for (int i = 0; i < formatCharCopies; i++) {
                             if (data[dataStart + dataStringPointer] < '0'
@@ -503,7 +625,7 @@
                                     return false;
                                 }
                             }
-                            month = month * 10 + (data[dataStart + dataStringPointer] - '0');
+                            parsedValue = parsedValue * 10 + (data[dataStart + dataStringPointer] - '0');
                             dataStringPointer++;
                             if (processedMonthFieldsCount++ > 2) {
                                 if (raiseParseDataError) {
@@ -515,26 +637,43 @@
                                 }
                             }
                         }
-                        // if there are more than 2 digits for the day string
+                        // if there are more than 2 digits for the month string
                         while (processedMonthFieldsCount < 2 && dataStringPointer < dataLength
                                 && data[dataStart + dataStringPointer] >= '0'
                                 && data[dataStart + dataStringPointer] <= '9') {
-                            month = month * 10 + (data[dataStart + dataStringPointer] - '0');
+                            parsedValue = parsedValue * 10 + (data[dataStart + dataStringPointer] - '0');
                             dataStringPointer++;
                             processedMonthFieldsCount++;
                         }
+                        if (parsedValue == 0) {
+                            if (raiseParseDataError) {
+                                throw new AsterixTemporalTypeParseException(
+                                        "Incorrect month value at " + (dataStart + dataStringPointer));
+                            } else {
+                                return false;
+                            }
+                        }
+                        month = parsedValue;
+                    }
+                    // Allow day to be missing if we parsed month
+                    if (day == 0) {
+                        day = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.DAY.ordinal()];
                     }
                     break;
                 case WEEKDAY:
                     int processedWeekdayFieldsCount = 0;
-                    while ((data[dataStart + dataStringPointer + processedWeekdayFieldsCount] >= 'a'
+                    while ((dataStringPointer + processedWeekdayFieldsCount < dataLength) && ((data[dataStart
+                            + dataStringPointer + processedWeekdayFieldsCount] >= 'a'
                             && data[dataStart + dataStringPointer + processedWeekdayFieldsCount] <= 'z')
                             || (data[dataStart + dataStringPointer + processedWeekdayFieldsCount] >= 'A'
-                                    && data[dataStart + dataStringPointer + processedWeekdayFieldsCount] <= 'Z')) {
+                                    && data[dataStart + dataStringPointer + processedWeekdayFieldsCount] <= 'Z'))) {
                         processedWeekdayFieldsCount++;
                     }
                     // match the weekday name
-                    if (weekdayIDSearch(data, dataStart + dataStringPointer, processedWeekdayFieldsCount) < 0) {
+                    boolean useShortNames = formatCharCopies == 3;
+                    int weekdayNameMatch = weekdayIDSearch(data, dataStart + dataStringPointer,
+                            processedWeekdayFieldsCount, useShortNames);
+                    if (weekdayNameMatch < 0) {
                         if (raiseParseDataError) {
                             throw new AsterixTemporalTypeParseException("Unexpected string for day-of-week: "
                                     + new String(data, dataStart + dataStringPointer,
@@ -799,8 +938,40 @@
             }
         }
 
-        long chronon = parseMode == DateTimeParseMode.TIME_ONLY ? CAL.getChronon(hour, min, sec, ms, timezone)
-                : CAL.getChronon(year, month, day, hour, min, sec, ms, timezone);
+        long chronon;
+        if (parseMode == DateTimeParseMode.TIME_ONLY) {
+            int minYear = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.YEAR.ordinal()];
+            int minMonth = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.MONTH.ordinal()];
+            int minDay = GregorianCalendarSystem.FIELD_MINS[GregorianCalendarSystem.Fields.DAY.ordinal()];
+            if (!CAL.validate(minYear, minMonth, minDay, hour, min, sec, ms)) {
+                if (raiseParseDataError) {
+                    throw new AsterixTemporalTypeParseException("Invalid time value");
+                } else {
+                    return false;
+                }
+            }
+            chronon = CAL.getChronon(hour, min, sec, ms);
+        } else {
+            if (!CAL.validate(year, month, day, hour, min, sec, ms)) {
+                if (raiseParseDataError) {
+                    throw new AsterixTemporalTypeParseException("Invalid date/time value");
+                } else {
+                    return false;
+                }
+            }
+            chronon = CAL.getChronon(year, month, day, hour, min, sec, ms);
+        }
+
+        if (timezoneExists && adjustChrononByTimezone) {
+            if (!CAL.validateTimeZone(timezone)) {
+                if (raiseParseDataError) {
+                    throw new AsterixTemporalTypeParseException("Invalid time zone");
+                } else {
+                    return false;
+                }
+            }
+            chronon += timezone;
+        }
 
         outChronon.setValue(chronon);
         if (dateTimeSeparatorOut != null) {
@@ -815,11 +986,13 @@
         return true;
     }
 
-    public void printDateTime(long chronon, int timezone, byte[] format, int formatStart, int formatLength,
-            Appendable appender, DateTimeParseMode parseMode) throws HyracksDataException {
+    public void printDateTime(long chronon, byte[] format, int formatStart, int formatLength, Appendable appender,
+            DateTimeParseMode parseMode) throws HyracksDataException {
         int year = CAL.getYear(chronon);
         int month = CAL.getMonthOfYear(chronon, year);
         int day = CAL.getDayOfMonthYear(chronon, year, month);
+        int dayOfYear = CAL.getDayOfYear(chronon, year);
+        int dayOfWeek = CAL.getDayOfWeek(chronon);
         int hour = CAL.getHourOfDay(chronon);
         int min = CAL.getMinOfHour(chronon);
         int sec = CAL.getSecOfMin(chronon);
@@ -858,6 +1031,13 @@
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
+                case QUARTER_CHAR:
+                    processState = DateTimeProcessState.QUARTER;
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, QUARTER_CHAR,
+                            MAX_QUARTER_CHARS);
+                    formatPointer += pointerMove;
+                    formatCharCopies += pointerMove;
+                    break;
                 case MONTH_CHAR:
                     processState = DateTimeProcessState.MONTH;
                     pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, MONTH_CHAR,
@@ -867,8 +1047,20 @@
                     break;
                 case DAY_CHAR:
                     processState = DateTimeProcessState.DAY;
-                    pointerMove =
-                            parseFormatField(format, formatStart, formatLength, formatPointer, DAY_CHAR, MAX_DAY_CHARS);
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, DAY_CHAR,
+                            MAX_DAY_CHARS_PRINT);
+                    formatPointer += pointerMove;
+                    formatCharCopies += pointerMove;
+                    break;
+                case WEEKDAY_CHAR:
+                    processState = DateTimeProcessState.WEEKDAY;
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, WEEKDAY_CHAR,
+                            MAX_WEEKDAY_CHAR);
+                    if (pointerMove < MIN_WEEKDAY_CHAR) {
+                        throw new AsterixTemporalTypeParseException(
+                                String.format("Expected at least %d '%s' characters but got %d", MIN_WEEKDAY_CHAR,
+                                        WEEKDAY_CHAR, pointerMove));
+                    }
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
@@ -900,7 +1092,13 @@
                     formatPointer += pointerMove;
                     formatCharCopies += pointerMove;
                     break;
-
+                case MILLISECOND_CHAR_ALT:
+                    processState = DateTimeProcessState.MILLISECOND;
+                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer,
+                            MILLISECOND_CHAR_ALT, MAX_MILLISECOND_CHARS);
+                    formatPointer += pointerMove;
+                    formatCharCopies += pointerMove;
+                    break;
                 case AMPM_CHAR:
                     processState = DateTimeProcessState.AMPM;
                     pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, AMPM_CHAR,
@@ -909,13 +1107,6 @@
                     formatCharCopies += pointerMove;
                     break;
 
-                case TIMEZONE_CHAR:
-                    processState = DateTimeProcessState.TIMEZONE;
-                    pointerMove = parseFormatField(format, formatStart, formatLength, formatPointer, TIMEZONE_CHAR,
-                            MAX_TIMEZONE_CHARS);
-                    formatPointer += pointerMove;
-                    formatCharCopies += pointerMove;
-                    break;
                 case ' ':
                 case HYPHEN_CHAR:
                 case COLON_CHAR:
@@ -937,15 +1128,17 @@
 
                 default:
                     throw new HyracksDataException("Unexpected format string at " + (formatStart + formatPointer) + ": "
-                            + format[formatStart + formatPointer]);
+                            + (char) (format[formatStart + formatPointer]));
             }
 
             // check whether the process state is valid for the parse mode
 
             switch (processState) {
                 case YEAR:
+                case QUARTER:
                 case MONTH:
                 case DAY:
+                case WEEKDAY:
                     if (parseMode == DateTimeParseMode.TIME_ONLY) {
                         throw new HyracksDataException("Unexpected date format string when parsing a time value");
                     }
@@ -955,7 +1148,6 @@
                 case SECOND:
                 case MILLISECOND:
                 case AMPM:
-                case TIMEZONE:
                     if (parseMode == DateTimeParseMode.DATE_ONLY) {
                         throw new HyracksDataException("Unexpected time format string when parsing a date value");
                     }
@@ -971,21 +1163,25 @@
                             appender.append('-');
                             year *= -1;
                         }
+                    case QUARTER:
                     case MONTH:
-                        if (processState == DateTimeProcessState.MONTH && formatCharCopies == 3) {
-                            for (byte b : MONTH_NAMES[month - 1]) {
+                        if (processState == DateTimeProcessState.MONTH && formatCharCopies >= 3) {
+                            byte[][] monthNames = formatCharCopies > 3 ? MONTH_FULL_NAMES : MONTH_NAMES;
+                            for (byte b : monthNames[month - 1]) {
                                 appender.append((char) toUpper(b));
                             }
                             break;
                         }
                     case DAY:
-                        int val = 0;
+                        int val;
                         if (processState == DateTimeProcessState.YEAR) {
                             val = year;
+                        } else if (processState == DateTimeProcessState.QUARTER) {
+                            val = ((month - 1) / 3) + 1;
                         } else if (processState == DateTimeProcessState.MONTH) {
                             val = month;
                         } else {
-                            val = day;
+                            val = formatCharCopies == 3 ? dayOfYear : day;
                         }
                         String strVal = String.valueOf(val);
                         int valFieldCount = strVal.length();
@@ -994,6 +1190,14 @@
                         }
                         appender.append(strVal);
                         break;
+                    case WEEKDAY:
+                        byte[][] weekdayNames = formatCharCopies == 3 ? WEEKDAY_NAMES : WEEKDAY_FULL_NAMES;
+                        byte[] weekday = weekdayNames[dayOfWeek];
+                        for (int i = 0; i < weekday.length; i++) {
+                            byte b = weekday[i];
+                            appender.append((char) (i == 0 ? toUpper(b) : b));
+                        }
+                        break;
                     case HOUR:
                     case MINUTE:
                     case SECOND:
@@ -1040,6 +1244,7 @@
                             appender.append(strMS);
                         }
                         break;
+                    /* TODO: enable when we support "datetime with timezone" datatype
                     case TIMEZONE:
                         if (timezone == 0) {
                             appender.append('Z');
@@ -1061,6 +1266,7 @@
                         }
                         appender.append(String.valueOf(timezoneField));
                         break;
+                     */
                     case AMPM:
                         if (usePM) {
                             appender.append("PM");
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DurationArithmeticOperations.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DurationArithmeticOperations.java
index 26c3fb3..baa86b5 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DurationArithmeticOperations.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/DurationArithmeticOperations.java
@@ -94,7 +94,7 @@
             }
         }
 
-        return GREG_CAL.getChronon(year, month, day, hour, min, sec, ms, 0) + dayTimeDuration;
+        return GREG_CAL.getChronon(year, month, day, hour, min, sec, ms) + dayTimeDuration;
     }
 
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/GregorianCalendarSystem.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/GregorianCalendarSystem.java
index deb15c8c..2f838be 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/GregorianCalendarSystem.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/GregorianCalendarSystem.java
@@ -121,10 +121,8 @@
 
     /**
      * Check whether the given date time value is a valid date time following the gregorian calendar system.
-     *
-     * @param fields
-     * @return
      */
+    @Override
     public boolean validate(int year, int month, int day, int hour, int min, int sec, int millis) {
         // Check whether each field is within the value domain
         if (year < FIELD_MINS[0] || year > FIELD_MAXS[0]) {
@@ -187,7 +185,7 @@
     }
 
     /**
-     * Validate the given chronon time and time zone.
+     * Get the UTC chronon time of the given date time.
      *
      * @param year
      * @param month
@@ -196,30 +194,12 @@
      * @param min
      * @param sec
      * @param millis
-     * @param timezone
-     * @return
      */
-    public boolean validate(int year, int month, int day, int hour, int min, int sec, int millis, int timezone) {
-        return validate(year, month, day, hour, min, sec, millis) && validateTimeZone(timezone);
-    }
-
-    /**
-     * Get the UTC chronon time of the given date time and time zone.
-     *
-     * @param year
-     * @param month
-     * @param day
-     * @param hour
-     * @param min
-     * @param sec
-     * @param millis
-     * @param timezone
-     * @return
-     */
-    public long getChronon(int year, int month, int day, int hour, int min, int sec, int millis, int timezone) {
+    @Override
+    public long getChronon(int year, int month, int day, int hour, int min, int sec, int millis) {
         // Added milliseconds for all fields but month and day
         long chrononTime = chrononizeBeginningOfYear(year) + hour * CHRONON_OF_HOUR + min * CHRONON_OF_MINUTE
-                + sec * CHRONON_OF_SECOND + millis + timezone;
+                + sec * CHRONON_OF_SECOND + millis;
 
         // Added milliseconds for days of the month.
         chrononTime += (day - 1 + DAYS_SINCE_MONTH_BEGIN_ORDI[month - 1]) * CHRONON_OF_DAY;
@@ -233,19 +213,17 @@
     }
 
     /**
-     * Get the chronon time (number of milliseconds) of the given time and time zone.
+     * Get the UTC chronon time (number of milliseconds) of the given time and time zone.
      *
      * @param hour
      * @param min
      * @param sec
      * @param millis
-     * @param timezone
      * @return
      */
-    public int getChronon(int hour, int min, int sec, int millis, int timezone) {
+    public int getChronon(int hour, int min, int sec, int millis) {
         // Added milliseconds for all fields but month and day
-        long chrononTime =
-                hour * CHRONON_OF_HOUR + min * CHRONON_OF_MINUTE + sec * CHRONON_OF_SECOND + millis + timezone;
+        long chrononTime = hour * CHRONON_OF_HOUR + min * CHRONON_OF_MINUTE + sec * CHRONON_OF_SECOND + millis;
         return (int) chrononTime;
     }
 
@@ -254,50 +232,50 @@
     }
 
     public int getChrononInDays(long chronon) {
-        if (chronon >= 0) {
-            return (int) (chronon / CHRONON_OF_DAY);
-        } else {
-            if (chronon % CHRONON_OF_DAY != 0) {
-                return (int) (chronon / CHRONON_OF_DAY - 1);
-            } else {
-                return (int) (chronon / CHRONON_OF_DAY);
-            }
+        int dateChrononInDays = (int) (chronon / GregorianCalendarSystem.CHRONON_OF_DAY);
+        if (dateChrononInDays < 0 && (chronon % GregorianCalendarSystem.CHRONON_OF_DAY != 0)) {
+            dateChrononInDays -= 1;
         }
+        return dateChrononInDays;
+    }
+
+    public int getTimeChronon(long chronon) {
+        int timeChronon = (int) (chronon % GregorianCalendarSystem.CHRONON_OF_DAY);
+        if (timeChronon < 0) {
+            timeChronon += GregorianCalendarSystem.CHRONON_OF_DAY;
+        }
+        return timeChronon;
     }
 
     /**
-     * Get the extended string representation of the given UTC chronon time under the given time zone. Only fields
-     * before
-     * the given field index will be returned.
+     * Get the extended string representation of the given chronon time.
+     * Only fields before the given field index will be returned.
      * <p/>
      * The extended string representation is like:<br/>
-     * [-]YYYY-MM-DDThh:mm:ss.xxx[Z|[+|-]hh:mm]
+     * [-]YYYY-MM-DDThh:mm:ss.xxx
      *
      * @param chrononTime
-     * @param timezone
      * @param sbder
      * @param untilField
      */
-    public void getExtendStringRepUntilField(long chrononTime, int timezone, Appendable sbder, Fields startField,
-            Fields untilField, boolean withTimezone) throws IOException {
-        getExtendStringRepUntilField(chrononTime, timezone, sbder, startField, untilField, withTimezone, 'T');
+    public void getExtendStringRepUntilField(long chrononTime, Appendable sbder, Fields startField, Fields untilField)
+            throws IOException {
+        getExtendStringRepUntilField(chrononTime, sbder, startField, untilField, 'T');
     }
 
     /**
-     * Get the extended string representation of the given UTC chronon time under the given time zone. Only fields
-     * before
-     * the given field index will be returned.
+     * Get the extended string representation of the given chronon time.
+     * Only fields before the given field index will be returned.
      * <p/>
      * The extended string representation is like:<br/>
-     * [-]YYYY-MM-DDThh:mm:ss.xxx[Z|[+|-]hh:mm]
+     * [-]YYYY-MM-DDThh:mm:ss.xxx
      *
      * @param chrononTime
-     * @param timezone
      * @param sbder
      * @param untilField
      */
-    public void getExtendStringRepUntilField(long chrononTime, int timezone, Appendable sbder, Fields startField,
-            Fields untilField, boolean withTimezone, char dateTimeSeparator) throws IOException {
+    public void getExtendStringRepUntilField(long chrononTime, Appendable sbder, Fields startField, Fields untilField,
+            char dateTimeSeparator) throws IOException {
 
         int year = getYear(chrononTime);
         int month = getMonthOfYear(chrononTime, year);
@@ -357,28 +335,15 @@
                 sbder.append(String.format("%03d", getMillisOfSec(chrononTime)));
                 break;
         }
-
-        if (withTimezone) {
-            if (timezone == 0) {
-                sbder.append('Z');
-            } else {
-                int tzMin = (int) ((timezone % CHRONON_OF_HOUR) / CHRONON_OF_MINUTE);
-                int tzHr = (int) (timezone / CHRONON_OF_HOUR);
-                sbder.append(tzHr >= 0 ? '-' : '+').append(String.format("%02d", tzHr < 0 ? -tzHr : tzHr)).append(':')
-                        .append(String.format("%02d", tzMin < 0 ? -tzMin : tzMin));
-            }
-        }
     }
 
     /**
-     * Get the basic string representation of a chronon time with the given time zone.
-     *
+     * Get the basic string representation of a chronon time.
      * @param chrononTime
-     * @param timezone
      * @param sbder
      */
-    public void getBasicStringRepUntilField(long chrononTime, int timezone, Appendable sbder, Fields startField,
-            Fields untilField, boolean withTimezone) throws IOException {
+    public void getBasicStringRepUntilField(long chrononTime, Appendable sbder, Fields startField, Fields untilField)
+            throws IOException {
         int year = getYear(chrononTime);
         int month = getMonthOfYear(chrononTime, year);
 
@@ -415,19 +380,22 @@
                 sbder.append(String.format("%03d", getMillisOfSec(chrononTime)));
                 break;
         }
+    }
 
-        if (withTimezone) {
-            if (timezone == 0) {
-                sbder.append('Z');
-            } else {
-                int tzMin = (int) (timezone % CHRONON_OF_HOUR / CHRONON_OF_MINUTE);
-                if (tzMin < 0) {
-                    tzMin = (short) (-1 * tzMin);
-                }
-                int tzHr = (int) (timezone / CHRONON_OF_HOUR);
-                sbder.append((tzHr >= 0 ? '-' : '+')).append(String.format("%02d", (tzHr < 0 ? -tzHr : tzHr)))
-                        .append(String.format("%02d", tzMin));
+    /**
+     * Get the string representation of a timezone: Z|[+|-]hh:mm
+     */
+    public void getTimezoneStringRep(int timezone, Appendable sbder) throws IOException {
+        if (timezone == 0) {
+            sbder.append('Z');
+        } else {
+            int tzMin = (int) (timezone % CHRONON_OF_HOUR / CHRONON_OF_MINUTE);
+            if (tzMin < 0) {
+                tzMin = (short) (-1 * tzMin);
             }
+            int tzHr = (int) (timezone / CHRONON_OF_HOUR);
+            sbder.append((tzHr >= 0 ? '-' : '+')).append(String.format("%02d", (tzHr < 0 ? -tzHr : tzHr))).append(':')
+                    .append(String.format("%02d", tzMin));
         }
     }
 
@@ -441,7 +409,6 @@
      * @param months
      * @param sbder
      */
-
     public void getDurationExtendStringRepWithTimezoneUntilField(long milliseconds, int months, StringBuilder sbder) {
 
         boolean positive = true;
@@ -687,6 +654,14 @@
     }
 
     /**
+     * Get the quarter of the year for the given chronon time and the year.
+     */
+    public int getQuarterOfYear(long millis, int year) {
+        int month = getMonthOfYear(millis, year);
+        return (month - 1) / 3 + 1;
+    }
+
+    /**
      * Get the hour of the day for the given chronon time.
      *
      * @param millis
@@ -763,7 +738,7 @@
     }
 
     /**
-     * Get the day of week for the given chronon time. 0 (Sunday) to 7 (Saturday)
+     * Get the day of week for the given chronon time. 0 (Sunday) to 6 (Saturday)
      *
      * @param millis
      * @return
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ICalendarSystem.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ICalendarSystem.java
index 5fd785d..7a70efd 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ICalendarSystem.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/base/temporal/ICalendarSystem.java
@@ -30,10 +30,9 @@
      * @param min
      * @param sec
      * @param millis
-     * @param timezone
      * @return
      */
-    public boolean validate(int year, int month, int day, int hour, int min, int sec, int millis, int timezone);
+    public boolean validate(int year, int month, int day, int hour, int min, int sec, int millis);
 
     /**
      * get the chronon time for the given time stamp in the calendar system.
@@ -45,10 +44,9 @@
      * @param min
      * @param sec
      * @param millis
-     * @param timezone
      * @return
      */
-    public long getChronon(int year, int month, int day, int hour, int min, int sec, int millis, int timezone);
+    public long getChronon(int year, int month, int day, int hour, int min, int sec, int millis);
 
     /**
      * get the chronon time for the given time in the calendar system
@@ -57,9 +55,8 @@
      * @param min
      * @param sec
      * @param millis
-     * @param timezone
      * @return
      */
-    public int getChronon(int hour, int min, int sec, int millis, int timezone);
+    public int getChronon(int hour, int min, int sec, int millis);
 
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/constants/AsterixConstantValue.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/constants/AsterixConstantValue.java
index 337e966..8b5da27 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/constants/AsterixConstantValue.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/constants/AsterixConstantValue.java
@@ -22,6 +22,7 @@
 import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.base.IAObject;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 
 public class AsterixConstantValue implements IAlgebricksConstantValue {
@@ -63,15 +64,27 @@
 
     @Override
     public boolean equals(Object o) {
-        if (!(o instanceof AsterixConstantValue)) {
+        if (o instanceof AsterixConstantValue) {
+            AsterixConstantValue v2 = (AsterixConstantValue) o;
+            return object.deepEqual(v2.getObject());
+        } else if (o instanceof IAlgebricksConstantValue) {
+            return o.equals(this);
+        } else {
             return false;
         }
-        AsterixConstantValue v2 = (AsterixConstantValue) o;
-        return object.deepEqual(v2.getObject());
     }
 
     @Override
     public int hashCode() {
-        return object.hash();
+        switch (object.getType().getTypeTag()) {
+            case MISSING:
+                return ConstantExpression.MISSING.hashCode();
+            case NULL:
+                return ConstantExpression.NULL.hashCode();
+            case BOOLEAN:
+                return (isTrue() ? ConstantExpression.TRUE : ConstantExpression.FALSE).hashCode();
+            default:
+                return object.hash();
+        }
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/BuiltinFunctions.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/BuiltinFunctions.java
index a2e235e..0c9f0dd 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/BuiltinFunctions.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/functions/BuiltinFunctions.java
@@ -102,6 +102,7 @@
 import org.apache.asterix.om.typecomputer.impl.NotUnknownTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.NullIfTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.NullableDoubleTypeComputer;
+import org.apache.asterix.om.typecomputer.impl.NullableTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.NumericAddSubMulDivTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.NumericBinaryToDoubleTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.NumericDivideTypeComputer;
@@ -134,6 +135,7 @@
 import org.apache.asterix.om.typecomputer.impl.TreatAsTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.UnaryBinaryInt64TypeComputer;
 import org.apache.asterix.om.typecomputer.impl.UniformInputTypeComputer;
+import org.apache.asterix.om.typecomputer.impl.UnionMbrAggTypeComputer;
 import org.apache.asterix.om.typecomputer.impl.UnorderedListConstructorTypeComputer;
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
@@ -360,6 +362,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "round-half-to-even", 1);
     public static final FunctionIdentifier NUMERIC_ROUND_HALF_TO_EVEN2 =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "round-half-to-even", 2);
+    public static final FunctionIdentifier NUMERIC_ROUND_HALF_UP2 =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "round-half-up", 2);
     public static final FunctionIdentifier NUMERIC_TRUNC =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "trunc", 2);
 
@@ -496,6 +500,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "repeat", 2);
     public static final FunctionIdentifier STRING_SPLIT =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "split", 2);
+    public static final FunctionIdentifier STRING_PARSE_JSON =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "parse-json", 1);
 
     public static final FunctionIdentifier DATASET =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "dataset", FunctionIdentifier.VARARGS); // 1 or 2
@@ -605,6 +611,14 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-local-kurtosis", 1);
     public static final FunctionIdentifier NULL_WRITER =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-null-writer", 1);
+    public static final FunctionIdentifier UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-union_mbr", 1);
+    public static final FunctionIdentifier LOCAL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-local-union_mbr", 1);
+    public static final FunctionIdentifier INTERMEDIATE_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-intermediate-union_mbr", 1);
+    public static final FunctionIdentifier GLOBAL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-global-union_mbr", 1);
 
     public static final FunctionIdentifier SCALAR_ARRAYAGG =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "arrayagg", 1);
@@ -632,6 +646,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "skewness", 1);
     public static final FunctionIdentifier SCALAR_KURTOSIS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "kurtosis", 1);
+    public static final FunctionIdentifier SCALAR_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "union_mbr", 1);
 
     // serializable aggregate functions
     public static final FunctionIdentifier SERIAL_AVG =
@@ -834,6 +850,14 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-global-sql-kurtosis", 1);
     public static final FunctionIdentifier LOCAL_SQL_KURTOSIS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-local-sql-kurtosis", 1);
+    public static final FunctionIdentifier SQL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-sql-union_mbr", 1);
+    public static final FunctionIdentifier LOCAL_SQL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-local-sql-union_mbr", 1);
+    public static final FunctionIdentifier INTERMEDIATE_SQL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-intermediate-sql-union_mbr", 1);
+    public static final FunctionIdentifier GLOBAL_SQL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "agg-global-sql-union_mbr", 1);
 
     public static final FunctionIdentifier SCALAR_SQL_AVG =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "sql-avg", 1);
@@ -857,6 +881,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "sql-skewness", 1);
     public static final FunctionIdentifier SCALAR_SQL_KURTOSIS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "sql-kurtosis", 1);
+    public static final FunctionIdentifier SCALAR_SQL_UNION_MBR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "sql-union_mbr", 1);
 
     // serializable sql aggregate functions
     public static final FunctionIdentifier SERIAL_SQL_AVG =
@@ -1021,6 +1047,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "percent-rank-impl", FunctionIdentifier.VARARGS);
     public static final FunctionIdentifier WIN_MARK_FIRST_MISSING_IMPL = new FunctionIdentifier(
             FunctionConstants.ASTERIX_NS, "win-mark-first-missing-impl", FunctionIdentifier.VARARGS);
+    public static final FunctionIdentifier WIN_MARK_FIRST_NULL_IMPL = new FunctionIdentifier(
+            FunctionConstants.ASTERIX_NS, "win-mark-first-null-impl", FunctionIdentifier.VARARGS);
     public static final FunctionIdentifier WIN_PARTITION_LENGTH_IMPL =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "win-partition-length-impl", 0);
 
@@ -1031,6 +1059,8 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "subset-collection", 3);
 
     public static final FunctionIdentifier RANGE = new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "range", 2);
+    public static final FunctionIdentifier SPATIAL_TILE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "spatial-tile", 4);
 
     // fuzzy functions
     public static final FunctionIdentifier FUZZY_EQ =
@@ -1090,24 +1120,42 @@
     // constructors:
     public static final FunctionIdentifier BOOLEAN_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "boolean", 1);
+    public static final FunctionIdentifier BOOLEAN_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "boolean-default-null", 1);
     public static final FunctionIdentifier STRING_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "string", 1);
+    public static final FunctionIdentifier STRING_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "string-default-null", 1);
     public static final FunctionIdentifier BINARY_HEX_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "hex", 1);
     public static final FunctionIdentifier BINARY_BASE64_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "base64", 1);
+    public static final FunctionIdentifier BINARY_BASE64_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "base64-default-null", 1);
     public static final FunctionIdentifier INT8_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int8", 1);
+    public static final FunctionIdentifier INT8_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int8-default-null", 1);
     public static final FunctionIdentifier INT16_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int16", 1);
+    public static final FunctionIdentifier INT16_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int16-default-null", 1);
     public static final FunctionIdentifier INT32_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int32", 1);
+    public static final FunctionIdentifier INT32_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int32-default-null", 1);
     public static final FunctionIdentifier INT64_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int64", 1);
+    public static final FunctionIdentifier INT64_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "int64-default-null", 1);
     public static final FunctionIdentifier FLOAT_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "float", 1);
+    public static final FunctionIdentifier FLOAT_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "float-default-null", 1);
     public static final FunctionIdentifier DOUBLE_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "double", 1);
+    public static final FunctionIdentifier DOUBLE_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "double-default-null", 1);
     public static final FunctionIdentifier POINT_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "point", 1);
     public static final FunctionIdentifier POINT3D_CONSTRUCTOR =
@@ -1122,19 +1170,45 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "polygon", 1);
     public static final FunctionIdentifier TIME_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "time", 1);
+    public static final FunctionIdentifier TIME_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "time-default-null", 1);
+    public static final FunctionIdentifier TIME_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "time", 2);
+    public static final FunctionIdentifier TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "time-default-null", 2);
     public static final FunctionIdentifier DATE_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "date", 1);
+    public static final FunctionIdentifier DATE_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "date-default-null", 1);
+    public static final FunctionIdentifier DATE_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "date", 2);
+    public static final FunctionIdentifier DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "date-default-null", 2);
     public static final FunctionIdentifier DATETIME_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime", 1);
+    public static final FunctionIdentifier DATETIME_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-default-null", 1);
+    public static final FunctionIdentifier DATETIME_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime", 2);
+    public static final FunctionIdentifier DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-default-null", 2);
     public static final FunctionIdentifier DURATION_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "duration", 1);
+    public static final FunctionIdentifier DURATION_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "duration-default-null", 1);
     public static final FunctionIdentifier UUID_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "uuid", 1);
+    public static final FunctionIdentifier UUID_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "uuid-default-null", 1);
 
     public static final FunctionIdentifier YEAR_MONTH_DURATION_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "year-month-duration", 1);
+    public static final FunctionIdentifier YEAR_MONTH_DURATION_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "year-month-duration-default-null", 1);
     public static final FunctionIdentifier DAY_TIME_DURATION_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "day-time-duration", 1);
+    public static final FunctionIdentifier DAY_TIME_DURATION_DEFAULT_NULL_CONSTRUCTOR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "day-time-duration-default-null", 1);
 
     public static final FunctionIdentifier INTERVAL_CONSTRUCTOR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "interval", 2);
@@ -1172,10 +1246,16 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "interval-ended-by", 2);
     public static final FunctionIdentifier CURRENT_TIME =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-time", 0);
+    public static final FunctionIdentifier CURRENT_TIME_IMMEDIATE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-time-immediate", 0);
     public static final FunctionIdentifier CURRENT_DATE =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-date", 0);
+    public static final FunctionIdentifier CURRENT_DATE_IMMEDIATE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-date-immediate", 0);
     public static final FunctionIdentifier CURRENT_DATETIME =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-datetime", 0);
+    public static final FunctionIdentifier CURRENT_DATETIME_IMMEDIATE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "current-datetime-immediate", 0);
     public static final FunctionIdentifier DURATION_EQUAL =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "duration-equal", 2);
     public static final FunctionIdentifier YEAR_MONTH_DURATION_GREATER_THAN =
@@ -1233,6 +1313,10 @@
     public static final FunctionIdentifier CAST_TYPE = new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "cast", 1);
     public static final FunctionIdentifier CAST_TYPE_LAX =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "cast-lax", 1);
+    public static final FunctionIdentifier REFERENCE_TILE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "reference-tile", 6);
+    public static final FunctionIdentifier GET_INTERSECTION =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "get-intersection", 2);
 
     public static final FunctionIdentifier CREATE_UUID =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "create-uuid", 0);
@@ -1376,6 +1460,10 @@
     public static final FunctionIdentifier ST_POLYGONIZE =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "st-polygonize", 1);
 
+    public static final FunctionIdentifier ST_MBR = new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "st-mbr", 1);
+    public static final FunctionIdentifier ST_MBR_ENLARGE =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "st-mbr-enlarge", 2);
+
     // Spatial and temporal type accessors
     public static final FunctionIdentifier ACCESSOR_TEMPORAL_YEAR =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "get-year", 1);
@@ -1421,8 +1509,12 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "unix-time-from-time-in-ms", 1);
     public final static FunctionIdentifier UNIX_TIME_FROM_DATETIME_IN_MS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "unix-time-from-datetime-in-ms", 1);
+    public final static FunctionIdentifier UNIX_TIME_FROM_DATETIME_IN_MS_WITH_TZ =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "unix-time-from-datetime-in-ms", 2);
     public final static FunctionIdentifier UNIX_TIME_FROM_DATETIME_IN_SECS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "unix-time-from-datetime-in-secs", 1);
+    public final static FunctionIdentifier UNIX_TIME_FROM_DATETIME_IN_SECS_WITH_TZ =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "unix-time-from-datetime-in-secs", 2);
     public static final FunctionIdentifier DATE_FROM_UNIX_TIME_IN_DAYS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "date-from-unix-time-in-days", 1);
     public static final FunctionIdentifier DATE_FROM_DATETIME =
@@ -1433,8 +1525,12 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "get-time-from-datetime", 1);
     public static final FunctionIdentifier DATETIME_FROM_UNIX_TIME_IN_MS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-from-unix-time-in-ms", 1);
+    public static final FunctionIdentifier DATETIME_FROM_UNIX_TIME_IN_MS_WITH_TZ =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-from-unix-time-in-ms", 2);
     public static final FunctionIdentifier DATETIME_FROM_UNIX_TIME_IN_SECS =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-from-unix-time-in-secs", 1);
+    public static final FunctionIdentifier DATETIME_FROM_UNIX_TIME_IN_SECS_WITH_TZ =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-from-unix-time-in-secs", 2);
     public static final FunctionIdentifier DATETIME_FROM_DATE_TIME =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "datetime-from-date-time", 2);
     public static final FunctionIdentifier CALENDAR_DURATION_FROM_DATETIME =
@@ -1447,6 +1543,16 @@
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "adjust-datetime-for-timezone", 2);
     public static final FunctionIdentifier DAY_OF_WEEK =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "day-of-week", 1);
+    public static final FunctionIdentifier DAY_OF_WEEK2 =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "day-of-week", 2);
+    public static final FunctionIdentifier DAY_OF_YEAR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "day-of-year", 1);
+    public static final FunctionIdentifier QUARTER_OF_YEAR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "quarter-of-year", 1);
+    public static final FunctionIdentifier WEEK_OF_YEAR =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "week-of-year", 1);
+    public static final FunctionIdentifier WEEK_OF_YEAR2 =
+            new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "week-of-year", 2);
     public static final FunctionIdentifier PARSE_DATE =
             new FunctionIdentifier(FunctionConstants.ASTERIX_NS, "parse-date", 2);
     public static final FunctionIdentifier PARSE_TIME =
@@ -1640,7 +1746,7 @@
         // and then, Asterix builtin functions
         addPrivateFunction(CHECK_UNKNOWN, NotUnknownTypeComputer.INSTANCE, true);
         addPrivateFunction(ANY_COLLECTION_MEMBER, CollectionMemberResultType.INSTANCE_MISSABLE, true);
-        addFunction(BOOLEAN_CONSTRUCTOR, ABooleanTypeComputer.INSTANCE, true);
+        addFunction(BOOLEAN_CONSTRUCTOR, ABooleanTypeComputer.INSTANCE_NULLABLE, true);
         addFunction(CIRCLE_CONSTRUCTOR, ACircleTypeComputer.INSTANCE, true);
         addPrivateFunction(CONCAT_NON_NULL, ConcatNonNullTypeComputer.INSTANCE, true);
         addFunction(GROUPING, AInt64TypeComputer.INSTANCE, true);
@@ -1656,23 +1762,25 @@
         addFunction(CREATE_UUID, AUUIDTypeComputer.INSTANCE, false);
         addFunction(UUID, AUUIDTypeComputer.INSTANCE, false);
         addPrivateFunction(CREATE_QUERY_UID, ABinaryTypeComputer.INSTANCE, false);
-        addFunction(UUID_CONSTRUCTOR, AUUIDTypeComputer.INSTANCE, true);
+        addFunction(UUID_CONSTRUCTOR, AUUIDTypeComputer.INSTANCE_NULLABLE, true);
         addFunction(RANDOM, ADoubleTypeComputer.INSTANCE, false);
         addFunction(RANDOM_WITH_SEED, NumericUnaryTypeComputer.INSTANCE_DOUBLE, false);
 
-        addFunction(DATE_CONSTRUCTOR, ADateTypeComputer.INSTANCE, true);
-        addFunction(DATETIME_CONSTRUCTOR, ADateTimeTypeComputer.INSTANCE, true);
-        addFunction(DOUBLE_CONSTRUCTOR, ADoubleTypeComputer.INSTANCE, true);
-        addFunction(DURATION_CONSTRUCTOR, ADurationTypeComputer.INSTANCE, true);
-        addFunction(YEAR_MONTH_DURATION_CONSTRUCTOR, AYearMonthDurationTypeComputer.INSTANCE, true);
-        addFunction(DAY_TIME_DURATION_CONSTRUCTOR, ADayTimeDurationTypeComputer.INSTANCE, true);
+        addFunction(DATE_CONSTRUCTOR, ADateTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DATE_CONSTRUCTOR_WITH_FORMAT, ADateTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DATETIME_CONSTRUCTOR, ADateTimeTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DATETIME_CONSTRUCTOR_WITH_FORMAT, ADateTimeTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DOUBLE_CONSTRUCTOR, ADoubleTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DURATION_CONSTRUCTOR, ADurationTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(YEAR_MONTH_DURATION_CONSTRUCTOR, AYearMonthDurationTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DAY_TIME_DURATION_CONSTRUCTOR, ADayTimeDurationTypeComputer.INSTANCE_NULLABLE, true);
         addFunction(EDIT_DISTANCE, AInt64TypeComputer.INSTANCE, true);
         addFunction(EDIT_DISTANCE_CHECK, OrderedListOfAnyTypeComputer.INSTANCE, true);
         addPrivateFunction(EDIT_DISTANCE_STRING_IS_FILTERABLE, ABooleanTypeComputer.INSTANCE, true);
         addPrivateFunction(EDIT_DISTANCE_LIST_IS_FILTERABLE, ABooleanTypeComputer.INSTANCE, true);
         addPrivateFunction(EMPTY_STREAM, ABooleanTypeComputer.INSTANCE, true);
 
-        addFunction(FLOAT_CONSTRUCTOR, AFloatTypeComputer.INSTANCE, true);
+        addFunction(FLOAT_CONSTRUCTOR, AFloatTypeComputer.INSTANCE_NULLABLE, true);
         addPrivateFunction(FUZZY_EQ, BooleanFunctionTypeComputer.INSTANCE, true);
         addPrivateFunction(GET_HANDLE, AnyTypeComputer.INSTANCE, true);
         addPrivateFunction(GET_ITEM, NonTaggedGetItemResultType.INSTANCE, true);
@@ -1681,15 +1789,39 @@
         addPrivateFunction(HASHED_GRAM_TOKENS, OrderedListOfAInt32TypeComputer.INSTANCE, true);
         addPrivateFunction(HASHED_WORD_TOKENS, OrderedListOfAInt32TypeComputer.INSTANCE, true);
         addPrivateFunction(INDEX_SEARCH, AnyTypeComputer.INSTANCE, true);
-        addFunction(INT8_CONSTRUCTOR, AInt8TypeComputer.INSTANCE, true);
-        addFunction(INT16_CONSTRUCTOR, AInt16TypeComputer.INSTANCE, true);
-        addFunction(INT32_CONSTRUCTOR, AInt32TypeComputer.INSTANCE, true);
-        addFunction(INT64_CONSTRUCTOR, AInt64TypeComputer.INSTANCE, true);
+        addFunction(INT8_CONSTRUCTOR, AInt8TypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(INT16_CONSTRUCTOR, AInt16TypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(INT32_CONSTRUCTOR, AInt32TypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(INT64_CONSTRUCTOR, AInt64TypeComputer.INSTANCE_NULLABLE, true);
         addFunction(LEN, AInt64TypeComputer.INSTANCE, true);
         addFunction(LINE_CONSTRUCTOR, ALineTypeComputer.INSTANCE, true);
         addPrivateFunction(MAKE_FIELD_INDEX_HANDLE, AnyTypeComputer.INSTANCE, true);
         addPrivateFunction(MAKE_FIELD_NAME_HANDLE, AnyTypeComputer.INSTANCE, true);
 
+        // cast null type constructors
+        addPrivateFunction(BOOLEAN_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_BOOLEAN, true);
+        addPrivateFunction(INT8_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_INT8, true);
+        addPrivateFunction(INT16_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_INT16, true);
+        addPrivateFunction(INT32_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_INT32, true);
+        addPrivateFunction(INT64_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_INT64, true);
+        addPrivateFunction(FLOAT_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_FLOAT, true);
+        addPrivateFunction(DOUBLE_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_DOUBLE, true);
+        addPrivateFunction(STRING_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_STRING, true);
+        addPrivateFunction(DATE_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_DATE, true);
+        addPrivateFunction(DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT, NullableTypeComputer.INSTANCE_DATE, true);
+        addPrivateFunction(TIME_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_TIME, true);
+        addPrivateFunction(TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT, NullableTypeComputer.INSTANCE_TIME, true);
+        addPrivateFunction(DATETIME_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_DATE_TIME, true);
+        addPrivateFunction(DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT, NullableTypeComputer.INSTANCE_DATE_TIME,
+                true);
+        addPrivateFunction(DURATION_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_DURATION, true);
+        addPrivateFunction(DAY_TIME_DURATION_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_DAY_TIME_DURATION,
+                true);
+        addPrivateFunction(YEAR_MONTH_DURATION_DEFAULT_NULL_CONSTRUCTOR,
+                NullableTypeComputer.INSTANCE_YEAR_MONTH_DURATION, true);
+        addPrivateFunction(UUID_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_UUID, true);
+        addPrivateFunction(BINARY_BASE64_DEFAULT_NULL_CONSTRUCTOR, NullableTypeComputer.INSTANCE_BINARY, true);
+
         addPrivateFunction(NUMERIC_UNARY_MINUS, NumericUnaryTypeComputer.INSTANCE, true);
         addPrivateFunction(NUMERIC_SUBTRACT, NumericAddSubMulDivTypeComputer.INSTANCE_SUB, true);
         addPrivateFunction(NUMERIC_MULTIPLY, NumericAddSubMulDivTypeComputer.INSTANCE_MUL_POW, true);
@@ -1723,6 +1855,7 @@
         addFunction(NUMERIC_ROUND_WITH_ROUND_DIGIT, NumericRoundTypeComputer.INSTANCE, true);
         addFunction(NUMERIC_ROUND_HALF_TO_EVEN, NumericUnaryTypeComputer.INSTANCE, true);
         addFunction(NUMERIC_ROUND_HALF_TO_EVEN2, NumericRoundTypeComputer.INSTANCE_ROUND_HF_TRUNC, true);
+        addFunction(NUMERIC_ROUND_HALF_UP2, NumericRoundTypeComputer.INSTANCE_ROUND_HF_TRUNC, true);
         addFunction(NUMERIC_TRUNC, NumericRoundTypeComputer.INSTANCE_ROUND_HF_TRUNC, true);
 
         addFunction(BINARY_LENGTH, UnaryBinaryInt64TypeComputer.INSTANCE, true);
@@ -1749,7 +1882,7 @@
         addFunction(IS_BIT_SET_WITH_ALL_FLAG, BitValuePositionFlagTypeComputer.INSTANCE_TEST_WITH_FLAG, true);
 
         // string functions
-        addFunction(STRING_CONSTRUCTOR, AStringTypeComputer.INSTANCE, true); // TODO(ali)
+        addFunction(STRING_CONSTRUCTOR, AStringTypeComputer.INSTANCE_NULLABLE, true);
         addFunction(STRING_LIKE, BooleanFunctionTypeComputer.INSTANCE, true);
         addFunction(STRING_CONTAINS, UniformInputTypeComputer.STRING_BOOLEAN_INSTANCE, true);
         addFunction(STRING_TO_CODEPOINT, UniformInputTypeComputer.STRING_INT64_LIST_INSTANCE, true);
@@ -1794,6 +1927,7 @@
         addFunction(STRING_JOIN, StringJoinTypeComputer.INSTANCE, true);
         addFunction(STRING_REPEAT, AStringTypeComputer.INSTANCE_NULLABLE, true);
         addFunction(STRING_SPLIT, UniformInputTypeComputer.STRING_STRING_LIST_INSTANCE, true);
+        addFunction(STRING_PARSE_JSON, AnyTypeComputer.INSTANCE, true);
 
         addPrivateFunction(ORDERED_LIST_CONSTRUCTOR, OrderedListConstructorTypeComputer.INSTANCE, true);
         addFunction(POINT_CONSTRUCTOR, APointTypeComputer.INSTANCE, true);
@@ -1810,7 +1944,7 @@
         addFunction(TO_DOUBLE, ToDoubleTypeComputer.INSTANCE, true);
         addFunction(TO_NUMBER, ToNumberTypeComputer.INSTANCE, true);
         addFunction(TO_OBJECT, ToObjectTypeComputer.INSTANCE, true);
-        addFunction(TO_STRING, AStringTypeComputer.INSTANCE, true);
+        addFunction(TO_STRING, AStringTypeComputer.INSTANCE_NULLABLE, true);
 
         addPrivateFunction(TREAT_AS_INTEGER, TreatAsTypeComputer.INSTANCE_INTEGER, true);
         addPrivateFunction(IS_NUMERIC_ADD_COMPATIBLE, BooleanOnlyTypeComputer.INSTANCE, true);
@@ -1834,6 +1968,8 @@
                 new ScalarVersionOfAggregateResultType(NumericSumAggTypeComputer.INSTANCE);
         ScalarVersionOfAggregateResultType scalarMinMaxTypeComputer =
                 new ScalarVersionOfAggregateResultType(MinMaxAggTypeComputer.INSTANCE);
+        ScalarVersionOfAggregateResultType scalarUnionMbrTypeComputer =
+                new ScalarVersionOfAggregateResultType(UnionMbrAggTypeComputer.INSTANCE);
 
         addPrivateFunction(LISTIFY, OrderedListConstructorTypeComputer.INSTANCE, true);
         addFunction(SCALAR_ARRAYAGG, ScalarArrayAggTypeComputer.INSTANCE, true);
@@ -1877,6 +2013,10 @@
         addFunction(KURTOSIS, NullableDoubleTypeComputer.INSTANCE, true);
         addPrivateFunction(GLOBAL_KURTOSIS, NullableDoubleTypeComputer.INSTANCE, true);
         addPrivateFunction(NULL_WRITER, PropagateTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(LOCAL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(INTERMEDIATE_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(GLOBAL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
 
         // SUM
         addFunction(SUM, NumericSumAggTypeComputer.INSTANCE, true);
@@ -1935,6 +2075,7 @@
         addPrivateFunction(SERIAL_GLOBAL_SQL_KURTOSIS, NullableDoubleTypeComputer.INSTANCE, true);
         addPrivateFunction(SERIAL_LOCAL_SQL_KURTOSIS, LocalSingleVarStatisticsTypeComputer.INSTANCE, true);
         addPrivateFunction(SERIAL_INTERMEDIATE_SQL_KURTOSIS, LocalSingleVarStatisticsTypeComputer.INSTANCE, true);
+        addFunction(SCALAR_UNION_MBR, scalarUnionMbrTypeComputer, true);
 
         // SQL SUM
         addFunction(SQL_SUM, NumericSumAggTypeComputer.INSTANCE, true);
@@ -1995,6 +2136,11 @@
         addPrivateFunction(LOCAL_SQL_KURTOSIS, LocalSingleVarStatisticsTypeComputer.INSTANCE, true);
         addPrivateFunction(INTERMEDIATE_SQL_KURTOSIS, LocalSingleVarStatisticsTypeComputer.INSTANCE, true);
         addFunction(SCALAR_SQL_KURTOSIS, NullableDoubleTypeComputer.INSTANCE, true);
+        addFunction(SQL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(LOCAL_SQL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(INTERMEDIATE_SQL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(GLOBAL_SQL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addFunction(SCALAR_SQL_UNION_MBR, ARectangleTypeComputer.INSTANCE, true);
 
         addPrivateFunction(SERIAL_AVG, NullableDoubleTypeComputer.INSTANCE, true);
         addPrivateFunction(SERIAL_COUNT, AInt64TypeComputer.INSTANCE, true);
@@ -2114,6 +2260,7 @@
         addFunction(PERCENT_RANK, ADoubleTypeComputer.INSTANCE, false);
         addFunction(PERCENT_RANK_IMPL, ADoubleTypeComputer.INSTANCE, false);
         addPrivateFunction(WIN_MARK_FIRST_MISSING_IMPL, ABooleanTypeComputer.INSTANCE, false);
+        addPrivateFunction(WIN_MARK_FIRST_NULL_IMPL, ABooleanTypeComputer.INSTANCE, false);
         addPrivateFunction(WIN_PARTITION_LENGTH_IMPL, AInt64TypeComputer.INSTANCE, false);
 
         // Similarity functions
@@ -2139,6 +2286,9 @@
         addFunction(GET_CIRCLE_RADIUS_ACCESSOR, ADoubleTypeComputer.INSTANCE, true);
         addFunction(GET_CIRCLE_CENTER_ACCESSOR, APointTypeComputer.INSTANCE, true);
         addFunction(GET_POINTS_LINE_RECTANGLE_POLYGON_ACCESSOR, OrderedListOfAPointTypeComputer.INSTANCE, true);
+        addPrivateFunction(SPATIAL_TILE, AInt32TypeComputer.INSTANCE, true);
+        addPrivateFunction(REFERENCE_TILE, AInt32TypeComputer.INSTANCE, true);
+        addPrivateFunction(GET_INTERSECTION, ARectangleTypeComputer.INSTANCE, true);
 
         //geo functions
         addFunction(ST_AREA, ADoubleTypeComputer.INSTANCE, true);
@@ -2209,9 +2359,12 @@
         addPrivateFunction(ST_UNION_SQL_AGG, AGeometryTypeComputer.INSTANCE, true);
         addFunction(ST_POLYGONIZE, AGeometryTypeComputer.INSTANCE, true);
 
+        addPrivateFunction(ST_MBR, ARectangleTypeComputer.INSTANCE, true);
+        addPrivateFunction(ST_MBR_ENLARGE, ARectangleTypeComputer.INSTANCE, true);
+
         // Binary functions
-        addFunction(BINARY_HEX_CONSTRUCTOR, ABinaryTypeComputer.INSTANCE, true);
-        addFunction(BINARY_BASE64_CONSTRUCTOR, ABinaryTypeComputer.INSTANCE, true);
+        addFunction(BINARY_HEX_CONSTRUCTOR, ABinaryTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(BINARY_BASE64_CONSTRUCTOR, ABinaryTypeComputer.INSTANCE_NULLABLE, true);
 
         addPrivateFunction(SUBSET_COLLECTION, SubsetCollectionTypeComputer.INSTANCE, true);
         addFunction(SWITCH_CASE, SwitchCaseComputer.INSTANCE, true);
@@ -2221,7 +2374,8 @@
         addPrivateFunction(CAST_TYPE_LAX, CastTypeLaxComputer.INSTANCE, true);
 
         addFunction(TID, AInt64TypeComputer.INSTANCE, true);
-        addFunction(TIME_CONSTRUCTOR, ATimeTypeComputer.INSTANCE, true);
+        addFunction(TIME_CONSTRUCTOR, ATimeTypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(TIME_CONSTRUCTOR_WITH_FORMAT, ATimeTypeComputer.INSTANCE_NULLABLE, true);
         addPrivateFunction(TYPE_OF, AnyTypeComputer.INSTANCE, true);
         addPrivateFunction(UNORDERED_LIST_CONSTRUCTOR, UnorderedListConstructorTypeComputer.INSTANCE, true);
         addFunction(WORD_TOKENS, OrderedListOfAStringTypeComputer.INSTANCE, true);
@@ -2302,14 +2456,18 @@
         addFunction(UNIX_TIME_FROM_DATE_IN_DAYS, AInt64TypeComputer.INSTANCE, true);
         addFunction(UNIX_TIME_FROM_TIME_IN_MS, AInt64TypeComputer.INSTANCE, true);
         addFunction(UNIX_TIME_FROM_DATETIME_IN_MS, AInt64TypeComputer.INSTANCE, true);
+        addFunction(UNIX_TIME_FROM_DATETIME_IN_MS_WITH_TZ, AInt64TypeComputer.INSTANCE, false);
         addFunction(UNIX_TIME_FROM_DATETIME_IN_SECS, AInt64TypeComputer.INSTANCE, true);
+        addFunction(UNIX_TIME_FROM_DATETIME_IN_SECS_WITH_TZ, AInt64TypeComputer.INSTANCE, false);
         addFunction(DATE_FROM_UNIX_TIME_IN_DAYS, ADateTypeComputer.INSTANCE, true);
         addFunction(DATE_FROM_DATETIME, ADateTypeComputer.INSTANCE, true);
         addFunction(TIME_FROM_UNIX_TIME_IN_MS, ATimeTypeComputer.INSTANCE, true);
         addFunction(TIME_FROM_DATETIME, ATimeTypeComputer.INSTANCE, true);
         addFunction(DATETIME_FROM_DATE_TIME, ADateTimeTypeComputer.INSTANCE, true);
         addFunction(DATETIME_FROM_UNIX_TIME_IN_MS, ADateTimeTypeComputer.INSTANCE, true);
+        addFunction(DATETIME_FROM_UNIX_TIME_IN_MS_WITH_TZ, ADateTimeTypeComputer.INSTANCE, false);
         addFunction(DATETIME_FROM_UNIX_TIME_IN_SECS, ADateTimeTypeComputer.INSTANCE, true);
+        addFunction(DATETIME_FROM_UNIX_TIME_IN_SECS_WITH_TZ, ADateTimeTypeComputer.INSTANCE, false);
         addFunction(CALENDAR_DURATION_FROM_DATETIME, ADurationTypeComputer.INSTANCE, true);
         addFunction(CALENDAR_DURATION_FROM_DATE, ADurationTypeComputer.INSTANCE, true);
         addFunction(ADJUST_DATETIME_FOR_TIMEZONE, AStringTypeComputer.INSTANCE, true);
@@ -2328,8 +2486,11 @@
         addFunction(INTERVAL_ENDS, ABooleanTypeComputer.INSTANCE, true);
         addFunction(INTERVAL_ENDED_BY, ABooleanTypeComputer.INSTANCE, true);
         addFunction(CURRENT_DATE, ADateTypeComputer.INSTANCE, false);
+        addFunction(CURRENT_DATE_IMMEDIATE, ADateTypeComputer.INSTANCE, false);
         addFunction(CURRENT_TIME, ATimeTypeComputer.INSTANCE, false);
+        addFunction(CURRENT_TIME_IMMEDIATE, ATimeTypeComputer.INSTANCE, false);
         addFunction(CURRENT_DATETIME, ADateTimeTypeComputer.INSTANCE, false);
+        addFunction(CURRENT_DATETIME_IMMEDIATE, ADateTimeTypeComputer.INSTANCE, false);
         addPrivateFunction(DAY_TIME_DURATION_GREATER_THAN, ABooleanTypeComputer.INSTANCE, true);
         addPrivateFunction(DAY_TIME_DURATION_LESS_THAN, ABooleanTypeComputer.INSTANCE, true);
         addPrivateFunction(YEAR_MONTH_DURATION_GREATER_THAN, ABooleanTypeComputer.INSTANCE, true);
@@ -2343,6 +2504,11 @@
         addFunction(GET_YEAR_MONTH_DURATION, AYearMonthDurationTypeComputer.INSTANCE, true);
         addFunction(INTERVAL_BIN, AIntervalTypeComputer.INSTANCE, true);
         addFunction(DAY_OF_WEEK, AInt64TypeComputer.INSTANCE, true);
+        addFunction(DAY_OF_WEEK2, AInt64TypeComputer.INSTANCE_NULLABLE, true);
+        addFunction(DAY_OF_YEAR, AInt64TypeComputer.INSTANCE, true);
+        addFunction(QUARTER_OF_YEAR, AInt64TypeComputer.INSTANCE, true);
+        addFunction(WEEK_OF_YEAR, AInt64TypeComputer.INSTANCE, true);
+        addFunction(WEEK_OF_YEAR2, AInt64TypeComputer.INSTANCE_NULLABLE, true);
         addFunction(PARSE_DATE, ADateTypeComputer.INSTANCE, true);
         addFunction(PARSE_TIME, ATimeTypeComputer.INSTANCE, true);
         addFunction(PARSE_DATETIME, ADateTimeTypeComputer.INSTANCE, true);
@@ -3018,6 +3184,18 @@
         addScalarAgg(ST_UNION_SQL_AGG, SCALAR_ST_UNION_SQL_AGG);
         addDistinctAgg(ST_UNION_SQL_AGG_DISTINCT, ST_UNION_SQL_AGG);
         addScalarAgg(ST_UNION_SQL_AGG_DISTINCT, SCALAR_ST_UNION_SQL_AGG_DISTINCT);
+
+        // SQL UNION MBR
+        addAgg(SQL_UNION_MBR);
+        addAgg(LOCAL_SQL_UNION_MBR);
+        addAgg(GLOBAL_SQL_UNION_MBR);
+        addLocalAgg(SQL_UNION_MBR, LOCAL_SQL_UNION_MBR);
+        addIntermediateAgg(LOCAL_SQL_UNION_MBR, INTERMEDIATE_SQL_UNION_MBR);
+        addIntermediateAgg(GLOBAL_SQL_UNION_MBR, GLOBAL_SQL_UNION_MBR);
+        addIntermediateAgg(SQL_UNION_MBR, GLOBAL_SQL_UNION_MBR);
+        addGlobalAgg(SQL_UNION_MBR, GLOBAL_SQL_UNION_MBR);
+
+        addScalarAgg(SQL_UNION_MBR, SCALAR_SQL_UNION_MBR);
     }
 
     interface BuiltinFunctionProperty {
@@ -3055,6 +3233,7 @@
         addWindowFunction(RATIO_TO_REPORT, RATIO_TO_REPORT_IMPL, HAS_LIST_ARG);
         addWindowFunction(ROW_NUMBER, ROW_NUMBER_IMPL, NO_FRAME_CLAUSE);
         addWindowFunction(null, WIN_MARK_FIRST_MISSING_IMPL, NO_FRAME_CLAUSE, INJECT_ORDER_ARGS);
+        addWindowFunction(null, WIN_MARK_FIRST_NULL_IMPL, NO_FRAME_CLAUSE, INJECT_ORDER_ARGS);
         addWindowFunction(null, WIN_PARTITION_LENGTH_IMPL, NO_FRAME_CLAUSE, MATERIALIZE_PARTITION);
     }
 
@@ -3062,6 +3241,7 @@
         addUnnestFun(RANGE, true);
         addUnnestFun(SCAN_COLLECTION, false);
         addUnnestFun(SUBSET_COLLECTION, false);
+        addUnnestFun(SPATIAL_TILE, false);
     }
 
     public enum DataSourceFunctionProperty implements BuiltinFunctionProperty {
@@ -3258,11 +3438,18 @@
     }
 
     public enum SpatialFilterKind {
-        SI
+        SI,
+        STFR
     }
 
     static {
         spatialFilterFunctions.put(BuiltinFunctions.SPATIAL_INTERSECT, SpatialFilterKind.SI);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_INTERSECTS, SpatialFilterKind.STFR);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_OVERLAPS, SpatialFilterKind.STFR);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_TOUCHES, SpatialFilterKind.STFR);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_CONTAINS, SpatialFilterKind.STFR);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_CROSSES, SpatialFilterKind.STFR);
+        spatialFilterFunctions.put(BuiltinFunctions.ST_WITHIN, SpatialFilterKind.STFR);
     }
 
     public static boolean isGlobalAggregateFunction(FunctionIdentifier fi) {
@@ -3270,7 +3457,11 @@
     }
 
     public static boolean isSpatialFilterFunction(FunctionIdentifier fi) {
-        return spatialFilterFunctions.get(fi) != null;
+        return spatialFilterFunctions.get(fi) == SpatialFilterKind.SI;
+    }
+
+    public static boolean isSTFilterRefineFunction(FunctionIdentifier fi) {
+        return spatialFilterFunctions.get(fi) == SpatialFilterKind.STFR;
     }
 
     static {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/AListPrinter.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/AListPrinter.java
index d1f6ab7..3fd23f7 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/AListPrinter.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/AListPrinter.java
@@ -74,7 +74,11 @@
         IVisitablePointable item = items.get(i);
         ATypeTag typeTag = EnumDeserializer.ATYPETAGDESERIALIZER
                 .deserialize(itemTypeTag.getByteArray()[itemTypeTag.getStartOffset()]);
-        itemVisitorArg.second = item.getLength() <= 1 ? ATypeTag.NULL : typeTag;
+        itemVisitorArg.second = getItemTypeTag(item, typeTag);
         item.accept(visitor, itemVisitorArg);
     }
+
+    protected ATypeTag getItemTypeTag(IVisitablePointable item, ATypeTag typeTag) {
+        return item.getLength() <= 1 ? ATypeTag.NULL : typeTag;
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/ARecordPrinter.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/ARecordPrinter.java
index 3858bd6..7823637 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/ARecordPrinter.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/ARecordPrinter.java
@@ -86,11 +86,18 @@
             IVisitablePointable fieldValue, ATypeTag fieldTypeTag) throws HyracksDataException {
         itemVisitorArg.second = fieldTypeTag;
         if (fieldNameSeparator != null) {
-            // print field name
-            fieldName.accept(visitor, nameVisitorArg);
+            printFieldName(ps, visitor, fieldName);
             ps.print(fieldNameSeparator);
         }
-        // print field value
+        printFieldValue(visitor, fieldValue);
+    }
+
+    protected void printFieldName(PrintStream ps, IPrintVisitor visitor, IVisitablePointable fieldName)
+            throws HyracksDataException {
+        fieldName.accept(visitor, nameVisitorArg);
+    }
+
+    protected void printFieldValue(IPrintVisitor visitor, IVisitablePointable fieldValue) throws HyracksDataException {
         fieldValue.accept(visitor, itemVisitorArg);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/json/losslessadm/APrintVisitor.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/json/losslessadm/APrintVisitor.java
new file mode 100644
index 0000000..025590b
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/pointables/printer/json/losslessadm/APrintVisitor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.om.pointables.printer.json.losslessadm;
+
+import java.io.PrintStream;
+
+import org.apache.asterix.dataflow.data.nontagged.printers.json.losslessadm.AObjectPrinterFactory;
+import org.apache.asterix.om.pointables.AListVisitablePointable;
+import org.apache.asterix.om.pointables.ARecordVisitablePointable;
+import org.apache.asterix.om.pointables.base.IVisitablePointable;
+import org.apache.asterix.om.pointables.printer.AListPrinter;
+import org.apache.asterix.om.pointables.printer.ARecordPrinter;
+import org.apache.asterix.om.pointables.printer.AbstractPrintVisitor;
+import org.apache.asterix.om.pointables.printer.IPrintVisitor;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class APrintVisitor extends AbstractPrintVisitor {
+
+    private final org.apache.asterix.om.pointables.printer.json.clean.APrintVisitor cleanPrintVisitor =
+            new org.apache.asterix.om.pointables.printer.json.clean.APrintVisitor();
+
+    @Override
+    protected AListPrinter createListPrinter(AListVisitablePointable accessor) {
+        return new AListPrinter("[ ", " ]", ", ") {
+            @Override
+            protected ATypeTag getItemTypeTag(IVisitablePointable item, ATypeTag typeTag) {
+                // avoid MISSING to NULL conversion, because we print MISSING as is in this format
+                return typeTag;
+            }
+        };
+    }
+
+    @Override
+    protected ARecordPrinter createRecordPrinter(ARecordVisitablePointable accessor) {
+        return new ARecordPrinter("{ ", " }", ", ", ": ") {
+            @Override
+            protected void printFieldName(PrintStream ps, IPrintVisitor visitor, IVisitablePointable fieldName)
+                    throws HyracksDataException {
+                super.printFieldName(ps, cleanPrintVisitor, fieldName);
+            }
+        };
+    }
+
+    @Override
+    protected boolean printFlatValue(ATypeTag typeTag, byte[] b, int s, int l, PrintStream ps)
+            throws HyracksDataException {
+        return AObjectPrinterFactory.printFlatValue(typeTag, b, s, l, ps);
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABinaryTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABinaryTypeComputer.java
index 9332633..f60268a 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABinaryTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABinaryTypeComputer.java
@@ -19,21 +19,15 @@
 
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ABinaryTypeComputer extends AbstractResultTypeComputer {
-    public static final ABinaryTypeComputer INSTANCE = new ABinaryTypeComputer();
+public class ABinaryTypeComputer extends AbstractConstructorTypeComputer {
 
-    private ABinaryTypeComputer() {
+    public static final ABinaryTypeComputer INSTANCE = new ABinaryTypeComputer(false);
 
-    }
+    public static final ABinaryTypeComputer INSTANCE_NULLABLE = new ABinaryTypeComputer(true);
 
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ABINARY;
+    private ABinaryTypeComputer(boolean nullable) {
+        super(BuiltinType.ABINARY, nullable);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABooleanTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABooleanTypeComputer.java
index 2a054bf..16349d0 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABooleanTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ABooleanTypeComputer.java
@@ -18,22 +18,23 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
 
-public class ABooleanTypeComputer extends AbstractResultTypeComputer {
+public class ABooleanTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ABooleanTypeComputer INSTANCE = new ABooleanTypeComputer();
+    public static final ABooleanTypeComputer INSTANCE = new ABooleanTypeComputer(false);
 
-    private ABooleanTypeComputer() {
+    public static final ABooleanTypeComputer INSTANCE_NULLABLE = new ABooleanTypeComputer(true);
+
+    private ABooleanTypeComputer(boolean nullable) {
+        super(BuiltinType.ABOOLEAN, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ABOOLEAN;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType)
+                || ATypeHierarchy.getTypeDomain(inputType.getTypeTag()) == ATypeHierarchy.Domain.NUMERIC;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTimeTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTimeTypeComputer.java
index 2e2667a..19915c6 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTimeTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTimeTypeComputer.java
@@ -18,22 +18,22 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ADateTimeTypeComputer extends AbstractResultTypeComputer {
+public class ADateTimeTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ADateTimeTypeComputer INSTANCE = new ADateTimeTypeComputer();
+    public static final ADateTimeTypeComputer INSTANCE = new ADateTimeTypeComputer(false);
 
-    private ADateTimeTypeComputer() {
+    public static final ADateTimeTypeComputer INSTANCE_NULLABLE = new ADateTimeTypeComputer(true);
+
+    private ADateTimeTypeComputer(boolean nullable) {
+        super(BuiltinType.ADATETIME, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ADATETIME;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.DATE;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTypeComputer.java
index 5ac7613..dc64137 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADateTypeComputer.java
@@ -18,22 +18,22 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ADateTypeComputer extends AbstractResultTypeComputer {
+public class ADateTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ADateTypeComputer INSTANCE = new ADateTypeComputer();
+    public static final ADateTypeComputer INSTANCE = new ADateTypeComputer(false);
 
-    private ADateTypeComputer() {
+    public static final ADateTypeComputer INSTANCE_NULLABLE = new ADateTypeComputer(true);
+
+    private ADateTypeComputer(boolean nullable) {
+        super(BuiltinType.ADATE, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ADATE;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.DATETIME;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADayTimeDurationTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADayTimeDurationTypeComputer.java
index b8cc9b4..d8d3065 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADayTimeDurationTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADayTimeDurationTypeComputer.java
@@ -18,23 +18,22 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ADayTimeDurationTypeComputer extends AbstractResultTypeComputer {
+public class ADayTimeDurationTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ADayTimeDurationTypeComputer INSTANCE = new ADayTimeDurationTypeComputer();
+    public static final ADayTimeDurationTypeComputer INSTANCE = new ADayTimeDurationTypeComputer(false);
 
-    private ADayTimeDurationTypeComputer() {
+    public static final ADayTimeDurationTypeComputer INSTANCE_NULLABLE = new ADayTimeDurationTypeComputer(true);
 
+    private ADayTimeDurationTypeComputer(boolean nullable) {
+        super(BuiltinType.ADAYTIMEDURATION, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ADAYTIMEDURATION;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.DURATION;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADoubleTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADoubleTypeComputer.java
index 00301b6..e1b71a6 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADoubleTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADoubleTypeComputer.java
@@ -18,28 +18,15 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
-import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ADoubleTypeComputer extends AbstractResultTypeComputer {
+public class ADoubleTypeComputer extends AbstractNumericConstructorTypeComputer {
 
     public static final ADoubleTypeComputer INSTANCE = new ADoubleTypeComputer(false);
 
     public static final ADoubleTypeComputer INSTANCE_NULLABLE = new ADoubleTypeComputer(true);
 
-    private final IAType type;
-
     private ADoubleTypeComputer(boolean nullable) {
-        IAType t = BuiltinType.ADOUBLE;
-        type = nullable ? AUnionType.createNullableType(t) : t;
-    }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return type;
+        super(BuiltinType.ADOUBLE, nullable);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADurationTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADurationTypeComputer.java
index 4f23ed0..ecc21a3 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADurationTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ADurationTypeComputer.java
@@ -18,22 +18,23 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ADurationTypeComputer extends AbstractResultTypeComputer {
+public class ADurationTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ADurationTypeComputer INSTANCE = new ADurationTypeComputer();
+    public static final ADurationTypeComputer INSTANCE = new ADurationTypeComputer(false);
 
-    private ADurationTypeComputer() {
+    public static final ADurationTypeComputer INSTANCE_NULLABLE = new ADurationTypeComputer(true);
+
+    private ADurationTypeComputer(boolean nullable) {
+        super(BuiltinType.ADURATION, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ADURATION;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.YEARMONTHDURATION
+                || inputType.getTypeTag() == ATypeTag.DAYTIMEDURATION;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AFloatTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AFloatTypeComputer.java
index 77c01e1..29d2078 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AFloatTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AFloatTypeComputer.java
@@ -18,22 +18,15 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AFloatTypeComputer extends AbstractResultTypeComputer {
+public class AFloatTypeComputer extends AbstractNumericConstructorTypeComputer {
 
-    public static final AFloatTypeComputer INSTANCE = new AFloatTypeComputer();
+    public static final AFloatTypeComputer INSTANCE = new AFloatTypeComputer(false);
 
-    private AFloatTypeComputer() {
+    public static final AFloatTypeComputer INSTANCE_NULLABLE = new AFloatTypeComputer(true);
+
+    private AFloatTypeComputer(boolean nullable) {
+        super(BuiltinType.AFLOAT, nullable);
     }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AFLOAT;
-    }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt16TypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt16TypeComputer.java
index 1fbc603..c5be15e 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt16TypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt16TypeComputer.java
@@ -18,22 +18,13 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AInt16TypeComputer extends AbstractResultTypeComputer {
+public class AInt16TypeComputer extends AbstractNumericConstructorTypeComputer {
 
-    public static final AInt16TypeComputer INSTANCE = new AInt16TypeComputer();
+    public static final AInt16TypeComputer INSTANCE_NULLABLE = new AInt16TypeComputer(true);
 
-    private AInt16TypeComputer() {
+    private AInt16TypeComputer(boolean nullable) {
+        super(BuiltinType.AINT16, nullable);
     }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AINT16;
-    }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt32TypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt32TypeComputer.java
index 8f676ae..0edf633 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt32TypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt32TypeComputer.java
@@ -18,22 +18,15 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AInt32TypeComputer extends AbstractResultTypeComputer {
+public class AInt32TypeComputer extends AbstractNumericConstructorTypeComputer {
 
-    public static final AInt32TypeComputer INSTANCE = new AInt32TypeComputer();
+    public static final AInt32TypeComputer INSTANCE = new AInt32TypeComputer(false);
 
-    private AInt32TypeComputer() {
+    public static final AInt32TypeComputer INSTANCE_NULLABLE = new AInt32TypeComputer(true);
+
+    private AInt32TypeComputer(boolean nullable) {
+        super(BuiltinType.AINT32, nullable);
     }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AINT32;
-    }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt64TypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt64TypeComputer.java
index d495acf..34699d2 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt64TypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt64TypeComputer.java
@@ -18,28 +18,15 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
-import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AInt64TypeComputer extends AbstractResultTypeComputer {
+public class AInt64TypeComputer extends AbstractNumericConstructorTypeComputer {
 
     public static final AInt64TypeComputer INSTANCE = new AInt64TypeComputer(false);
 
     public static final AInt64TypeComputer INSTANCE_NULLABLE = new AInt64TypeComputer(true);
 
-    private final IAType type;
-
     private AInt64TypeComputer(boolean nullable) {
-        IAType t = BuiltinType.AINT64;
-        type = nullable ? AUnionType.createNullableType(t) : t;
-    }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return type;
+        super(BuiltinType.AINT64, nullable);
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt8TypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt8TypeComputer.java
index 4fe6dc3..29e9843 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt8TypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AInt8TypeComputer.java
@@ -18,22 +18,13 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AInt8TypeComputer extends AbstractResultTypeComputer {
+public class AInt8TypeComputer extends AbstractNumericConstructorTypeComputer {
 
-    public static final AInt8TypeComputer INSTANCE = new AInt8TypeComputer();
+    public static final AInt8TypeComputer INSTANCE_NULLABLE = new AInt8TypeComputer(true);
 
-    private AInt8TypeComputer() {
+    private AInt8TypeComputer(boolean nullable) {
+        super(BuiltinType.AINT8, nullable);
     }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AINT8;
-    }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AStringTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AStringTypeComputer.java
index d392e8d..cd7bd54 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AStringTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AStringTypeComputer.java
@@ -18,27 +18,43 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
-import org.apache.asterix.om.types.AUnionType;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AStringTypeComputer extends AbstractResultTypeComputer {
+public class AStringTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final AStringTypeComputer INSTANCE = new AStringTypeComputer(BuiltinType.ASTRING);
-    public static final AStringTypeComputer INSTANCE_NULLABLE =
-            new AStringTypeComputer(AUnionType.createNullableType(BuiltinType.ASTRING));
+    public static final AStringTypeComputer INSTANCE = new AStringTypeComputer(false);
 
-    private final IAType outputType;
+    public static final AStringTypeComputer INSTANCE_NULLABLE = new AStringTypeComputer(true);
 
-    private AStringTypeComputer(IAType outputType) {
-        this.outputType = outputType;
+    private AStringTypeComputer(boolean nullable) {
+        super(BuiltinType.ASTRING, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return outputType;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        if (super.isAlwaysCastable(inputType)) {
+            return true;
+        }
+        switch (inputType.getTypeTag()) {
+            case TINYINT:
+            case SMALLINT:
+            case INTEGER:
+            case BIGINT:
+            case FLOAT:
+            case DOUBLE:
+            case BOOLEAN:
+            case DATETIME:
+            case DATE:
+            case TIME:
+            case DURATION:
+            case YEARMONTHDURATION:
+            case DAYTIMEDURATION:
+            case UUID:
+            case BINARY:
+                return true;
+            default:
+                return false;
+        }
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ATimeTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ATimeTypeComputer.java
index 359a9e4..f395946 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ATimeTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/ATimeTypeComputer.java
@@ -18,22 +18,22 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class ATimeTypeComputer extends AbstractResultTypeComputer {
+public class ATimeTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final ATimeTypeComputer INSTANCE = new ATimeTypeComputer();
+    public static final ATimeTypeComputer INSTANCE = new ATimeTypeComputer(false);
 
-    private ATimeTypeComputer() {
+    public static final ATimeTypeComputer INSTANCE_NULLABLE = new ATimeTypeComputer(true);
+
+    private ATimeTypeComputer(boolean nullable) {
+        super(BuiltinType.ATIME, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.ATIME;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.DATETIME;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AUUIDTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AUUIDTypeComputer.java
index d241585..9063844 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AUUIDTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AUUIDTypeComputer.java
@@ -19,22 +19,15 @@
 
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AUUIDTypeComputer extends AbstractResultTypeComputer {
+public class AUUIDTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final AUUIDTypeComputer INSTANCE = new AUUIDTypeComputer();
+    public static final AUUIDTypeComputer INSTANCE = new AUUIDTypeComputer(false);
 
-    private AUUIDTypeComputer() {
+    public static final AUUIDTypeComputer INSTANCE_NULLABLE = new AUUIDTypeComputer(true);
+
+    private AUUIDTypeComputer(boolean nullable) {
+        super(BuiltinType.AUUID, nullable);
     }
-
-    @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AUUID;
-    }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AYearMonthDurationTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AYearMonthDurationTypeComputer.java
index 7885a75..023f4d4 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AYearMonthDurationTypeComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AYearMonthDurationTypeComputer.java
@@ -18,23 +18,22 @@
  */
 package org.apache.asterix.om.typecomputer.impl;
 
-import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.IAType;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 
-public class AYearMonthDurationTypeComputer extends AbstractResultTypeComputer {
+public class AYearMonthDurationTypeComputer extends AbstractConstructorTypeComputer {
 
-    public static final AYearMonthDurationTypeComputer INSTANCE = new AYearMonthDurationTypeComputer();
+    public static final AYearMonthDurationTypeComputer INSTANCE = new AYearMonthDurationTypeComputer(false);
 
-    private AYearMonthDurationTypeComputer() {
+    public static final AYearMonthDurationTypeComputer INSTANCE_NULLABLE = new AYearMonthDurationTypeComputer(true);
 
+    private AYearMonthDurationTypeComputer(boolean nullable) {
+        super(BuiltinType.AYEARMONTHDURATION, nullable);
     }
 
     @Override
-    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
-        return BuiltinType.AYEARMONTHDURATION;
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType) || inputType.getTypeTag() == ATypeTag.DURATION;
     }
-
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractConstructorTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractConstructorTypeComputer.java
new file mode 100644
index 0000000..a1db49f
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractConstructorTypeComputer.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.om.typecomputer.impl;
+
+import java.util.Objects;
+
+import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public abstract class AbstractConstructorTypeComputer extends AbstractResultTypeComputer {
+
+    protected final IAType primeType;
+
+    protected final boolean nullable;
+
+    protected AbstractConstructorTypeComputer(IAType primeType, boolean nullable) {
+        this.primeType = Objects.requireNonNull(primeType);
+        this.nullable = nullable;
+    }
+
+    @Override
+    protected final IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes)
+            throws AlgebricksException {
+        if (!nullable || (strippedInputTypes.length == 1 && isAlwaysCastable(strippedInputTypes[0]))) {
+            return primeType;
+        } else {
+            return AUnionType.createNullableType(primeType);
+        }
+    }
+
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return primeType.deepEqual(inputType);
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractNumericConstructorTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractNumericConstructorTypeComputer.java
new file mode 100644
index 0000000..080dc7b
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/AbstractNumericConstructorTypeComputer.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.om.typecomputer.impl;
+
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+
+public abstract class AbstractNumericConstructorTypeComputer extends AbstractConstructorTypeComputer {
+
+    protected AbstractNumericConstructorTypeComputer(IAType primeType, boolean nullable) {
+        super(primeType, nullable);
+    }
+
+    @Override
+    protected boolean isAlwaysCastable(IAType inputType) {
+        return super.isAlwaysCastable(inputType)
+                || ATypeHierarchy.getTypeDomain(inputType.getTypeTag()) == ATypeHierarchy.Domain.NUMERIC;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NonTaggedGetItemResultType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NonTaggedGetItemResultType.java
index 633feeb..3adbc28 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NonTaggedGetItemResultType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NonTaggedGetItemResultType.java
@@ -19,6 +19,7 @@
 package org.apache.asterix.om.typecomputer.impl;
 
 import org.apache.asterix.om.exceptions.TypeMismatchException;
+import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.typecomputer.base.AbstractResultTypeComputer;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnionType;
@@ -44,7 +45,7 @@
         ATypeTag actualTypeTag = type.getTypeTag();
         if (argIndex == 0) {
             if (type.getTypeTag() != ATypeTag.MULTISET && type.getTypeTag() != ATypeTag.ARRAY) {
-                throw new TypeMismatchException(sourceLoc, funcId, argIndex, actualTypeTag, ATypeTag.STRING,
+                throw new TypeMismatchException(sourceLoc, funcId, argIndex, actualTypeTag, ATypeTag.MULTISET,
                         ATypeTag.ARRAY);
             }
         } else {
@@ -60,6 +61,10 @@
         if (type.getTypeTag() == ATypeTag.ANY) {
             return BuiltinType.ANY;
         }
+        if (!type.getTypeTag().isListType()) {
+            throw new TypeMismatchException(expr.getSourceLocation(), BuiltinFunctions.GET_ITEM, 0, type.getTypeTag(),
+                    ATypeTag.MULTISET, ATypeTag.ARRAY);
+        }
         IAType itemType = ((AbstractCollectionType) type).getItemType();
         if (itemType.getTypeTag() == ATypeTag.ANY) {
             return itemType;
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NullableTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NullableTypeComputer.java
new file mode 100644
index 0000000..eaa15c7
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/NullableTypeComputer.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.om.typecomputer.impl;
+
+import static org.apache.asterix.om.types.BuiltinType.ABINARY;
+import static org.apache.asterix.om.types.BuiltinType.ABOOLEAN;
+import static org.apache.asterix.om.types.BuiltinType.ADATE;
+import static org.apache.asterix.om.types.BuiltinType.ADATETIME;
+import static org.apache.asterix.om.types.BuiltinType.ADAYTIMEDURATION;
+import static org.apache.asterix.om.types.BuiltinType.ADOUBLE;
+import static org.apache.asterix.om.types.BuiltinType.ADURATION;
+import static org.apache.asterix.om.types.BuiltinType.AFLOAT;
+import static org.apache.asterix.om.types.BuiltinType.AINT16;
+import static org.apache.asterix.om.types.BuiltinType.AINT32;
+import static org.apache.asterix.om.types.BuiltinType.AINT64;
+import static org.apache.asterix.om.types.BuiltinType.AINT8;
+import static org.apache.asterix.om.types.BuiltinType.ASTRING;
+import static org.apache.asterix.om.types.BuiltinType.ATIME;
+import static org.apache.asterix.om.types.BuiltinType.AUUID;
+import static org.apache.asterix.om.types.BuiltinType.AYEARMONTHDURATION;
+
+import org.apache.asterix.om.typecomputer.base.IResultTypeComputer;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public class NullableTypeComputer implements IResultTypeComputer {
+
+    public static final NullableTypeComputer INSTANCE_INT8 = new NullableTypeComputer(AINT8);
+    public static final NullableTypeComputer INSTANCE_INT16 = new NullableTypeComputer(AINT16);
+    public static final NullableTypeComputer INSTANCE_INT32 = new NullableTypeComputer(AINT32);
+    public static final NullableTypeComputer INSTANCE_INT64 = new NullableTypeComputer(AINT64);
+    public static final NullableTypeComputer INSTANCE_FLOAT = new NullableTypeComputer(AFLOAT);
+    public static final NullableTypeComputer INSTANCE_DOUBLE = new NullableTypeComputer(ADOUBLE);
+    public static final NullableTypeComputer INSTANCE_BOOLEAN = new NullableTypeComputer(ABOOLEAN);
+    public static final NullableTypeComputer INSTANCE_STRING = new NullableTypeComputer(ASTRING);
+    public static final NullableTypeComputer INSTANCE_DATE = new NullableTypeComputer(ADATE);
+    public static final NullableTypeComputer INSTANCE_TIME = new NullableTypeComputer(ATIME);
+    public static final NullableTypeComputer INSTANCE_DATE_TIME = new NullableTypeComputer(ADATETIME);
+    public static final NullableTypeComputer INSTANCE_DURATION = new NullableTypeComputer(ADURATION);
+    public static final NullableTypeComputer INSTANCE_DAY_TIME_DURATION = new NullableTypeComputer(ADAYTIMEDURATION);
+    public static final NullableTypeComputer INSTANCE_YEAR_MONTH_DURATION =
+            new NullableTypeComputer(AYEARMONTHDURATION);
+    public static final NullableTypeComputer INSTANCE_UUID = new NullableTypeComputer(AUUID);
+    public static final NullableTypeComputer INSTANCE_BINARY = new NullableTypeComputer(ABINARY);
+
+    private final IAType nullablePrimeType;
+
+    private NullableTypeComputer(IAType primeType) {
+        this.nullablePrimeType = AUnionType.createNullableType(primeType);
+    }
+
+    @Override
+    public IAType computeType(ILogicalExpression expression, IVariableTypeEnvironment env,
+            IMetadataProvider<?, ?> metadataProvider) throws AlgebricksException {
+        return nullablePrimeType;
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/OpenRecordConstructorResultType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/OpenRecordConstructorResultType.java
index fb01764..838f6f8 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/OpenRecordConstructorResultType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/OpenRecordConstructorResultType.java
@@ -22,9 +22,11 @@
 import java.util.ArrayList;
 import java.util.HashSet;
 import java.util.Iterator;
+import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Set;
 
+import org.apache.asterix.common.annotations.RecordFieldOrderAnnotation;
 import org.apache.asterix.common.exceptions.CompilationException;
 import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.om.typecomputer.base.IResultTypeComputer;
@@ -52,7 +54,7 @@
             IMetadataProvider<?, ?> metadataProvider) throws AlgebricksException {
         AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) expression;
 
-        /**
+        /*
          * if type has been top-down propagated, use the enforced type
          */
         ARecordType type = (ARecordType) TypeCastUtils.getRequiredType(f);
@@ -67,6 +69,7 @@
         // but are additional possible field names. For example, a field "foo" with type
         // ANY cannot be in the closed part, but "foo" is a possible field name.
         Set<String> allPossibleAdditionalFieldNames = new HashSet<>();
+        LinkedHashSet<String> allPossibleFieldNamesOrdered = new LinkedHashSet<>();
         boolean canProvideAdditionFieldInfo = true;
         boolean isOpen = false;
         while (argIter.hasNext()) {
@@ -93,11 +96,17 @@
                 }
                 isOpen = true;
             }
+            allPossibleFieldNamesOrdered.add(fieldName);
         }
         String[] fieldNames = namesList.toArray(new String[0]);
         IAType[] fieldTypes = typesList.toArray(new IAType[0]);
-        return canProvideAdditionFieldInfo
-                ? new ARecordType(null, fieldNames, fieldTypes, isOpen, allPossibleAdditionalFieldNames)
-                : new ARecordType(null, fieldNames, fieldTypes, isOpen);
+        ARecordType resultType;
+        if (isOpen && canProvideAdditionFieldInfo) {
+            resultType = new ARecordType(null, fieldNames, fieldTypes, isOpen, allPossibleAdditionalFieldNames);
+            resultType.getAnnotations().add(new RecordFieldOrderAnnotation(allPossibleFieldNamesOrdered));
+        } else {
+            resultType = new ARecordType(null, fieldNames, fieldTypes, isOpen);
+        }
+        return resultType;
     }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/UnionMbrAggTypeComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/UnionMbrAggTypeComputer.java
new file mode 100644
index 0000000..ed03b21
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/typecomputer/impl/UnionMbrAggTypeComputer.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.om.typecomputer.impl;
+
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public class UnionMbrAggTypeComputer extends AggregateResultTypeComputer {
+
+    public static final UnionMbrAggTypeComputer INSTANCE = new UnionMbrAggTypeComputer();
+
+    private UnionMbrAggTypeComputer() {
+    }
+
+    @Override
+    protected IAType getResultType(ILogicalExpression expr, IAType... strippedInputTypes) throws AlgebricksException {
+        ATypeTag tag = strippedInputTypes[0].getTypeTag();
+        switch (tag) {
+            case RECTANGLE:
+                return AUnionType.createNullableType(BuiltinType.ARECTANGLE);
+            case ANY:
+                return BuiltinType.ANY;
+            default:
+                // All other possible cases.
+                return BuiltinType.ANULL;
+        }
+    }
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/ARecordType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/ARecordType.java
index b91b4ae..e256e1b 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/ARecordType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/ARecordType.java
@@ -22,8 +22,10 @@
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.Set;
 
 import org.apache.asterix.common.annotations.IRecordTypeAnnotation;
@@ -145,6 +147,17 @@
         return annotations;
     }
 
+    public IRecordTypeAnnotation findAnnotation(IRecordTypeAnnotation.Kind kind) {
+        if (annotations != null) {
+            for (IRecordTypeAnnotation ant : annotations) {
+                if (ant.getKind().equals(kind)) {
+                    return ant;
+                }
+            }
+        }
+        return null;
+    }
+
     @Override
     public String toString() {
         return append(new StringBuilder()).toString();
@@ -312,7 +325,10 @@
                 newTypes[i] = type.fieldTypes[i];
             }
         }
-        return new ARecordType(type.typeName, type.fieldNames, newTypes, type.isOpen);
+        Set<String> newAllPossibleAdditionalFieldNames =
+                allPossibleAdditionalFieldNames != null ? new HashSet<>(allPossibleAdditionalFieldNames) : null;
+        return new ARecordType(type.typeName, type.fieldNames, newTypes, type.isOpen,
+                newAllPossibleAdditionalFieldNames);
     }
 
     @Override
@@ -344,7 +360,8 @@
         }
         ARecordType rt = (ARecordType) obj;
         return (isOpen == rt.isOpen) && Arrays.deepEquals(fieldNames, rt.fieldNames)
-                && Arrays.deepEquals(fieldTypes, rt.fieldTypes);
+                && Arrays.deepEquals(fieldTypes, rt.fieldTypes)
+                && Objects.equals(allPossibleAdditionalFieldNames, rt.allPossibleAdditionalFieldNames);
     }
 
     @Override
@@ -428,4 +445,9 @@
         }
         return false;
     }
+
+    @Override
+    public <R, T> R accept(IATypeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AUnionType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AUnionType.java
index 7ef18d4..caa926d 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AUnionType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AUnionType.java
@@ -70,6 +70,16 @@
         return false;
     }
 
+    public IAType getType(ATypeTag typeTag) {
+        for (int i = 0; i < unionList.size(); i++) {
+            IAType type = unionList.get(i);
+            if (typeTag == type.getTypeTag()) {
+                return type;
+            }
+        }
+        return null;
+    }
+
     public IAType getActualType() {
         return unionList.get(AUnionType.OPTIONAL_TYPE_INDEX_IN_UNION_LIST);
     }
@@ -241,6 +251,11 @@
         return jsonObject;
     }
 
+    @Override
+    public <R, T> R accept(IATypeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
     public static IJsonSerializable fromJson(IPersistedResourceRegistry registry, JsonNode json)
             throws HyracksDataException {
         String typeName = json.get(TYPE_NAME_FIELD).asText();
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AbstractCollectionType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AbstractCollectionType.java
index ef15224..9b75566 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AbstractCollectionType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/AbstractCollectionType.java
@@ -70,6 +70,11 @@
         return isTyped() && itemType.getTypeName().equals(type.getTypeName());
     }
 
+    @Override
+    public <R, T> R accept(IATypeVisitor<R, T> visitor, T arg) {
+        return visitor.visit(this, arg);
+    }
+
     JsonNode convertToJson(IPersistedResourceRegistry registry, Class<? extends IJsonSerializable> clazz, long version)
             throws HyracksDataException {
         final ObjectNode jsonObject = registry.getClassIdentifier(clazz, version);
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/BuiltinType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/BuiltinType.java
index bdac9e9..2404ac2d 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/BuiltinType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/BuiltinType.java
@@ -1081,6 +1081,14 @@
         return getType().getTypeTag().serialize();
     }
 
+    /**
+     * Visit built-in type as a flat type
+     */
+    @Override
+    public <R, T> R accept(IATypeVisitor<R, T> visitor, T arg) {
+        return visitor.visitFlat(this, arg);
+    }
+
     private static JsonNode convertToJson(IPersistedResourceRegistry registry, short tag, long version) {
         ObjectNode jsonNode = registry.getClassIdentifier(BuiltinType.class, version);
         jsonNode.put(TAG_FIELD, tag);
@@ -1090,7 +1098,10 @@
     @SuppressWarnings("squid:S1172") // unused parameter
     public static IJsonSerializable fromJson(IPersistedResourceRegistry registry, JsonNode json) {
         byte tag = (byte) json.get(TAG_FIELD).shortValue();
-        ATypeTag typeTag = VALUE_TYPE_MAPPING[tag];
+        return getBuiltinType(VALUE_TYPE_MAPPING[tag]);
+    }
+
+    public static IAType getBuiltinType(ATypeTag typeTag) {
         switch (typeTag) {
             case TYPE:
                 return ALL_TYPE;
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IAType.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IAType.java
index 0e6cc4f..ed4c2bb 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IAType.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IAType.java
@@ -31,4 +31,11 @@
 
     public String getTypeName();
 
+    /**
+     * Allow for additional traversal and processing for {@link IAType}
+     *
+     * @param visitor visitor
+     * @param arg     visitor's argument
+     */
+    <R, T> R accept(IATypeVisitor<R, T> visitor, T arg);
 }
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IATypeVisitor.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IATypeVisitor.java
new file mode 100644
index 0000000..0951763
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/IATypeVisitor.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.om.types;
+
+/**
+ * Allows for a specialized processing for the {@link IAType}
+ *
+ * @param <R> return type
+ * @param <T> argument type
+ */
+public interface IATypeVisitor<R, T> {
+    R visit(ARecordType recordType, T arg);
+
+    R visit(AbstractCollectionType collectionType, T arg);
+
+    R visit(AUnionType unionType, T arg);
+
+    R visitFlat(IAType flatType, T arg);
+}
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/TypeHelper.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/TypeHelper.java
index b444053..645c12a 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/TypeHelper.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/TypeHelper.java
@@ -29,6 +29,7 @@
     public static boolean canBeMissing(IAType t) {
         switch (t.getTypeTag()) {
             case MISSING:
+            case ANY:
                 return true;
             case UNION:
                 return ((AUnionType) t).isMissableType();
@@ -37,6 +38,18 @@
         }
     }
 
+    public static boolean canBeNull(IAType t) {
+        switch (t.getTypeTag()) {
+            case NULL:
+            case ANY:
+                return true;
+            case UNION:
+                return ((AUnionType) t).isNullableType();
+            default:
+                return false;
+        }
+    }
+
     public static boolean canBeUnknown(IAType t) {
         switch (t.getTypeTag()) {
             case MISSING:
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt16TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt16TypeConvertComputer.java
index 85d71a8..a8e2633 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt16TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt16TypeConvertComputer.java
@@ -85,8 +85,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (short) Math.floor(sourceValue);
+        return (short) sourceValue;
     }
 
     private void raiseBoundaryCheckException(double sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt32TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt32TypeConvertComputer.java
index 5653731..4181d41 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt32TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt32TypeConvertComputer.java
@@ -88,8 +88,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (int) Math.floor(sourceValue);
+        return (int) sourceValue;
     }
 
     private int raiseBoundaryCheckException(double sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt64TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt64TypeConvertComputer.java
index cb9a6bc..a2bb3a6 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt64TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt64TypeConvertComputer.java
@@ -93,8 +93,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (long) Math.floor(sourceValue);
+        return (long) sourceValue;
     }
 
     private void raiseBoundaryCheckException(double sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt8TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt8TypeConvertComputer.java
index 69934b5..afb7ff6 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt8TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/DoubleToInt8TypeConvertComputer.java
@@ -85,8 +85,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (byte) Math.floor(sourceValue);
+        return (byte) sourceValue;
     }
 
     private void raiseBoundaryCheckException(double sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt16TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt16TypeConvertComputer.java
index 4906c56..e15dd87 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt16TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt16TypeConvertComputer.java
@@ -85,8 +85,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (short) Math.floor(sourceValue);
+        return (short) sourceValue;
     }
 
     private void raiseBoundaryException(float sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt32TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt32TypeConvertComputer.java
index 366278d..bbbc7a8 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt32TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt32TypeConvertComputer.java
@@ -88,8 +88,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (int) Math.floor(sourceValue);
+        return (int) sourceValue;
     }
 
     private void raiseBoundaryCheckException(float sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt64TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt64TypeConvertComputer.java
index 291cab6..2416300 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt64TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt64TypeConvertComputer.java
@@ -88,8 +88,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (long) Math.floor(sourceValue);
+        return (long) sourceValue;
     }
 
     private void raiseBoundaryCheckException(float sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt8TypeConvertComputer.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt8TypeConvertComputer.java
index 30f19c3..2aff3239 100644
--- a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt8TypeConvertComputer.java
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/hierachy/FloatToInt8TypeConvertComputer.java
@@ -84,8 +84,7 @@
             }
         }
 
-        // Math.floor to truncate decimal portion
-        return (byte) Math.floor(sourceValue);
+        return (byte) sourceValue;
     }
 
     private void raiseBoundaryException(float sourceValue) throws HyracksDataException {
diff --git a/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/visitor/SimpleStringBuilderForIATypeVisitor.java b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/visitor/SimpleStringBuilderForIATypeVisitor.java
new file mode 100644
index 0000000..9f0c82b
--- /dev/null
+++ b/asterixdb/asterix-om/src/main/java/org/apache/asterix/om/types/visitor/SimpleStringBuilderForIATypeVisitor.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.om.types.visitor;
+
+import java.util.List;
+
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AbstractCollectionType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.IATypeVisitor;
+
+/**
+ * This visitor produces a oneliner JSON-like representation of {@link IAType} to be interpreted by the user.
+ */
+public class SimpleStringBuilderForIATypeVisitor implements IATypeVisitor<Void, StringBuilder> {
+    /**
+     * Example: {"field1":string,"field2":[bigint]}
+     */
+    @Override
+    public Void visit(ARecordType recordType, StringBuilder arg) {
+        String[] fieldNames = recordType.getFieldNames();
+        IAType[] fieldTypes = recordType.getFieldTypes();
+
+        arg.append("{");
+        for (int i = 0; i < fieldNames.length; i++) {
+            if (i > 0) {
+                arg.append(',');
+            }
+            arg.append(fieldNames[i]);
+            arg.append(':');
+            fieldTypes[i].accept(this, arg);
+        }
+        arg.append("}");
+        return null;
+    }
+
+    /**
+     * Example:
+     * - Array: [{"field1":bigint}]
+     * - Multiset: {{bigint}}
+     */
+    @Override
+    public Void visit(AbstractCollectionType collectionType, StringBuilder arg) {
+        IAType itemType = collectionType.getItemType();
+
+        arg.append(collectionType.getTypeTag() == ATypeTag.ARRAY ? "[" : "{{");
+        itemType.accept(this, arg);
+        arg.append(collectionType.getTypeTag() == ATypeTag.ARRAY ? "]" : "}}");
+        return null;
+    }
+
+    /**
+     * Example: A union type of array, object, and bigint
+     * - <[{"field1":...}],{"field1:...},bigint>
+     */
+    @Override
+    public Void visit(AUnionType unionType, StringBuilder arg) {
+        List<IAType> unionList = unionType.getUnionList();
+
+        arg.append("<");
+        for (int i = 0; i < unionList.size(); i++) {
+            if (i > 0) {
+                arg.append(',');
+            }
+            unionList.get(i).accept(this, arg);
+        }
+        arg.append(">");
+        return null;
+    }
+
+    /**
+     * Example:
+     * - bigint
+     * - string
+     */
+    @Override
+    public Void visitFlat(IAType flatType, StringBuilder arg) {
+        arg.append(flatType.getTypeTag());
+        return null;
+    }
+}
diff --git a/asterixdb/asterix-om/src/test/java/org/apache/asterix/dataflow/data/common/TypeResolverUtilTest.java b/asterixdb/asterix-om/src/test/java/org/apache/asterix/dataflow/data/common/TypeResolverUtilTest.java
index 5303870..dad6ee9 100644
--- a/asterixdb/asterix-om/src/test/java/org/apache/asterix/dataflow/data/common/TypeResolverUtilTest.java
+++ b/asterixdb/asterix-om/src/test/java/org/apache/asterix/dataflow/data/common/TypeResolverUtilTest.java
@@ -20,11 +20,15 @@
 package org.apache.asterix.dataflow.data.common;
 
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashSet;
+import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Set;
 
+import org.apache.asterix.common.annotations.IRecordTypeAnnotation;
+import org.apache.asterix.common.annotations.RecordFieldOrderAnnotation;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.AUnionType;
@@ -124,6 +128,42 @@
     }
 
     @Test
+    public void testRecordTypeFieldOrderHint() {
+        // Constructs input types.
+        ARecordType leftRecordType = new ARecordType(null, new String[] { "a", "b", "c" },
+                new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING, BuiltinType.ASTRING, }, true,
+                new HashSet<>(Arrays.asList("d", "e")));
+        leftRecordType.getAnnotations()
+                .add(new RecordFieldOrderAnnotation(new LinkedHashSet<>(Arrays.asList("a", "b", "c", "d", "e"))));
+
+        ARecordType rightRecordType = new ARecordType(null, new String[] { "a", "c", "d" },
+                new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING, BuiltinType.ASTRING, }, true,
+                new HashSet<>(Arrays.asList("e", "f")));
+        rightRecordType.getAnnotations()
+                .add(new RecordFieldOrderAnnotation(new LinkedHashSet<>(Arrays.asList("a", "c", "d", "e", "f"))));
+
+        // Resolves input types to a generalized type.
+        List<IAType> inputTypes = new ArrayList<>();
+        inputTypes.add(leftRecordType);
+        inputTypes.add(rightRecordType);
+        ARecordType resolvedType = (ARecordType) TypeResolverUtil.resolve(inputTypes);
+
+        // Constructs the expected type.
+        Set<String> possibleAdditionalFields = new HashSet<>(Arrays.asList("b", "d", "e", "f"));
+        ARecordType expectedType = new ARecordType(null, new String[] { "a", "c" },
+                new IAType[] { BuiltinType.ASTRING, BuiltinType.ASTRING }, true, possibleAdditionalFields);
+        expectedType.getAnnotations()
+                .add(new RecordFieldOrderAnnotation(new LinkedHashSet<>(Arrays.asList("a", "b", "c", "d", "e", "f"))));
+
+        // Compares the resolved type with the expected type.
+        Assert.assertEquals(expectedType, resolvedType);
+
+        IRecordTypeAnnotation expecedAnn = expectedType.findAnnotation(IRecordTypeAnnotation.Kind.RECORD_FIELD_ORDER);
+        IRecordTypeAnnotation resolvedAnn = resolvedType.findAnnotation(IRecordTypeAnnotation.Kind.RECORD_FIELD_ORDER);
+        Assert.assertEquals(expecedAnn, resolvedAnn);
+    }
+
+    @Test
     public void testOrderedListType() {
         // Constructs input types.
         ARecordType leftRecordType = new ARecordType("null", new String[] { "a", "b" },
diff --git a/asterixdb/asterix-om/src/test/java/org/apache/asterix/test/om/types/visitor/TypeSimpleStringBuilderTest.java b/asterixdb/asterix-om/src/test/java/org/apache/asterix/test/om/types/visitor/TypeSimpleStringBuilderTest.java
new file mode 100644
index 0000000..8186810
--- /dev/null
+++ b/asterixdb/asterix-om/src/test/java/org/apache/asterix/test/om/types/visitor/TypeSimpleStringBuilderTest.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.test.om.types.visitor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.asterix.om.types.AOrderedListType;
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AUnorderedListType;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.visitor.SimpleStringBuilderForIATypeVisitor;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class TypeSimpleStringBuilderTest {
+    private static final ARecordType ROOT_TYPE;
+    private static final String EXPECTED_STRING;
+
+    static {
+        StringBuilder expectedStringBuilder = new StringBuilder();
+        //Record with two fields
+        ARecordType recordType = createNestedRecord(expectedStringBuilder);
+        String recordTypeString = getStringAndReset(expectedStringBuilder);
+
+        //Array of records
+        AOrderedListType arrayOfRecords = new AOrderedListType(recordType, "arrayOfRecords");
+        surroundString(expectedStringBuilder, "[", "]", recordTypeString);
+        String arrayOfRecordsString = getStringAndReset(expectedStringBuilder);
+
+        //Multiset of records
+        AUnorderedListType multiSetOfRecords = new AUnorderedListType(recordType, "multiSetOfRecords");
+        surroundString(expectedStringBuilder, "{{", "}}", recordTypeString);
+        String multiSetOfRecordsString = getStringAndReset(expectedStringBuilder);
+
+        //Union
+        List<IAType> unionList = new ArrayList<>();
+        unionList.add(recordType);
+        unionList.add(arrayOfRecords);
+        unionList.add(multiSetOfRecords);
+        unionList.add(BuiltinType.AINT64);
+        AUnionType unionType = new AUnionType(unionList, "unionType");
+        surroundString(expectedStringBuilder, "<", ">", recordTypeString, arrayOfRecordsString, multiSetOfRecordsString,
+                BuiltinType.AINT64.getTypeTag().toString());
+        String unionTypeString = getStringAndReset(expectedStringBuilder);
+
+        //Root type
+        String[] rootFieldNames = { BuiltinType.ANY.getTypeName(), arrayOfRecords.getTypeName(),
+                multiSetOfRecords.getTypeName(), unionType.getTypeName() };
+        IAType[] rootFieldTypes = { BuiltinType.ANY, arrayOfRecords, multiSetOfRecords, unionType };
+        ROOT_TYPE = new ARecordType("rootType", rootFieldNames, rootFieldTypes, false);
+        buildRecordString(expectedStringBuilder, rootFieldNames, rootFieldTypes[0].getTypeTag().toString(),
+                arrayOfRecordsString, multiSetOfRecordsString, unionTypeString);
+        EXPECTED_STRING = getStringAndReset(expectedStringBuilder);
+    }
+
+    private static ARecordType createNestedRecord(StringBuilder builder) {
+        String[] fieldNames = { "field1", "field2" };
+        IAType[] fieldTypes = { BuiltinType.ASTRING, BuiltinType.AINT64 };
+        buildRecordString(builder, fieldNames, fieldTypes[0].getTypeTag().toString(),
+                fieldTypes[1].getTypeTag().toString());
+        return new ARecordType("nestedRecord", fieldNames, fieldTypes, true);
+    }
+
+    private static void surroundString(StringBuilder builder, String open, String close, String... strings) {
+        builder.append(open);
+        for (int i = 0; i < strings.length; i++) {
+            if (i > 0) {
+                builder.append(',');
+            }
+            builder.append(strings[i]);
+        }
+        builder.append(close);
+    }
+
+    private static void buildRecordString(StringBuilder builder, String[] fieldNames, String... fieldTypesStrings) {
+        builder.append('{');
+        for (int i = 0; i < fieldNames.length; i++) {
+            if (i > 0) {
+                builder.append(',');
+            }
+            builder.append(fieldNames[i]);
+            builder.append(':');
+            builder.append(fieldTypesStrings[i]);
+        }
+        builder.append('}');
+    }
+
+    private static String getStringAndReset(StringBuilder expectedStringBuilder) {
+        String value = expectedStringBuilder.toString();
+        expectedStringBuilder.setLength(0);
+        return value;
+    }
+
+    @Test
+    public void testSimpleStringBuilderForIAType() {
+        StringBuilder builder = new StringBuilder();
+        SimpleStringBuilderForIATypeVisitor visitor = new SimpleStringBuilderForIATypeVisitor();
+        ROOT_TYPE.accept(visitor, builder);
+        Assert.assertEquals(EXPECTED_STRING, builder.toString());
+    }
+
+}
diff --git a/asterixdb/asterix-replication/pom.xml b/asterixdb/asterix-replication/pom.xml
index b7bae74..7e9b4f8 100644
--- a/asterixdb/asterix-replication/pom.xml
+++ b/asterixdb/asterix-replication/pom.xml
@@ -3,7 +3,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-replication</artifactId>
   <licenses>
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/IReplicationWorker.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/IReplicationWorker.java
index c7b2561..d6cccc0 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/IReplicationWorker.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/IReplicationWorker.java
@@ -35,4 +35,9 @@
      * @return the reusable buffer
      */
     ByteBuffer getReusableBuffer();
+
+    /**
+     * @return The remote address of the sender
+     */
+    String getRemoteAddress();
 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/PartitionReplica.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/PartitionReplica.java
index db395a9..27da909 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/PartitionReplica.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/api/PartitionReplica.java
@@ -24,6 +24,8 @@
 
 import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Future;
 
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.exceptions.ReplicationException;
@@ -52,9 +54,12 @@
     private static final int INITIAL_BUFFER_SIZE = StorageUtil.getIntSizeInBytes(4, StorageUtil.StorageUnit.KILOBYTE);
     private final INcApplicationContext appCtx;
     private final ReplicaIdentifier id;
+    private double syncProgress = -1;
+    private long lastProgressTime = -1;
     private ByteBuffer reusbaleBuf;
     private PartitionReplicaStatus status = DISCONNECTED;
     private ISocketChannel sc;
+    private Future<?> syncFuture;
 
     public PartitionReplica(ReplicaIdentifier id, INcApplicationContext appCtx) {
         this.id = id;
@@ -77,14 +82,19 @@
     }
 
     public synchronized void sync() {
+        sync(true, true);
+    }
+
+    public synchronized void sync(boolean register, boolean deltaRecovery) {
         if (status == IN_SYNC || status == CATCHING_UP) {
             return;
         }
         setStatus(CATCHING_UP);
-        appCtx.getThreadExecutor().execute(() -> {
+        ExecutorService threadExecutor = (ExecutorService) appCtx.getThreadExecutor();
+        syncFuture = threadExecutor.submit(() -> {
             try {
                 Thread.currentThread().setName("Replica " + id.toString() + " Synchronizer");
-                new ReplicaSynchronizer(appCtx, this).sync();
+                new ReplicaSynchronizer(appCtx, this).sync(register, deltaRecovery);
                 setStatus(IN_SYNC);
             } catch (Exception e) {
                 LOGGER.error(() -> "Failed to sync replica " + this, e);
@@ -95,6 +105,13 @@
         });
     }
 
+    public synchronized void abort() {
+        if (syncFuture != null) {
+            syncFuture.cancel(true);
+        }
+        syncFuture = null;
+    }
+
     public synchronized ISocketChannel getChannel() {
         try {
             if (!NetworkingUtil.isHealthy(sc)) {
@@ -130,10 +147,21 @@
         return reusbaleBuf;
     }
 
+    public synchronized void setSyncProgress(double syncProgress) {
+        this.syncProgress = syncProgress;
+        lastProgressTime = System.nanoTime();
+    }
+
+    @Override
+    public synchronized double getSyncProgress() {
+        return syncProgress;
+    }
+
     private JsonNode asJson() {
         ObjectNode json = OBJECT_MAPPER.createObjectNode();
         json.put("id", id.toString());
         json.put("status", status.name());
+        json.put("syncProgress", syncProgress);
         return json;
     }
 
@@ -150,6 +178,19 @@
     }
 
     @Override
+    public synchronized long getLastProgressTime() {
+        switch (status) {
+            case IN_SYNC:
+                return System.nanoTime();
+            case CATCHING_UP:
+                return lastProgressTime;
+            case DISCONNECTED:
+                return -1;
+        }
+        return -1;
+    }
+
+    @Override
     public int hashCode() {
         return id.hashCode();
     }
@@ -169,6 +210,17 @@
         }
         LOGGER.info(() -> "Replica " + this + " status changing: " + this.status + " -> " + status);
         this.status = status;
+        switch (status) {
+            case IN_SYNC:
+                syncProgress = 1;
+                break;
+            case CATCHING_UP:
+                lastProgressTime = System.nanoTime();
+                break;
+            case DISCONNECTED:
+                syncProgress = -1;
+                break;
+        }
     }
 
     private void sendGoodBye() {
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/logging/RemoteLogsNotifier.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/logging/RemoteLogsNotifier.java
index 5855468..80bb3c8 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/logging/RemoteLogsNotifier.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/logging/RemoteLogsNotifier.java
@@ -19,9 +19,9 @@
 package org.apache.asterix.replication.logging;
 
 import java.io.IOException;
+import java.util.Collections;
 import java.util.List;
 import java.util.Map;
-import java.util.Set;
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.function.Predicate;
 import java.util.stream.Collectors;
@@ -70,7 +70,7 @@
                                         + System.lineSeparator()).getBytes());
                         break;
                     case LogType.FLUSH:
-                        checkpointReplicaIndexes(logRecord, logRecord.getDatasetId());
+                        checkpointReplicaIndexes(logRecord, logRecord.getDatasetId(), logRecord.getResourcePartition());
                         break;
                     default:
                         throw new IllegalStateException("Unexpected log type: " + logRecord.getLogType());
@@ -83,13 +83,14 @@
         }
     }
 
-    private void checkpointReplicaIndexes(RemoteLogRecord remoteLogMapping, int datasetId) throws HyracksDataException {
-        final Set<Integer> masterPartitions = appCtx.getReplicaManager().getPartitions();
+    private void checkpointReplicaIndexes(RemoteLogRecord remoteLogMapping, int datasetId, int resourcePartition)
+            throws HyracksDataException {
         final Predicate<LocalResource> replicaIndexesPredicate = lr -> {
             DatasetLocalResource dls = (DatasetLocalResource) lr.getResource();
-            return dls.getDatasetId() == datasetId && !masterPartitions.contains(dls.getPartition());
+            return dls.getDatasetId() == datasetId && dls.getPartition() == resourcePartition;
         };
-        final Map<Long, LocalResource> resources = localResourceRep.getResources(replicaIndexesPredicate);
+        final Map<Long, LocalResource> resources =
+                localResourceRep.getResources(replicaIndexesPredicate, Collections.singleton(resourcePartition));
         final List<DatasetResourceReference> replicaIndexesRef =
                 resources.values().stream().map(DatasetResourceReference::of).collect(Collectors.toList());
         for (DatasetResourceReference replicaIndexRef : replicaIndexesRef) {
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/IndexReplicationManager.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/IndexReplicationManager.java
index 8f7ed56..063709a 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/IndexReplicationManager.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/IndexReplicationManager.java
@@ -82,8 +82,9 @@
             if (failedDest.contains(dest)) {
                 return;
             }
-            LOGGER.error("Replica failed", e);
+            LOGGER.debug("Replica failed", e);
             if (destinations.contains(dest)) {
+                LOGGER.error("replica at {} failed", dest);
                 failedDest.add(dest);
             }
             replicationManager.notifyFailure(dest, e);
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/LogReplicationManager.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/LogReplicationManager.java
index 6a23ae6..f1d8d4d 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/LogReplicationManager.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/LogReplicationManager.java
@@ -215,11 +215,15 @@
         if (failedSockets.contains(replicaSocket)) {
             return;
         }
-        LOGGER.error("Replica failed", e);
+        LOGGER.debug("Replica failed", e);
         failedSockets.add(replicaSocket);
         Optional<ReplicationDestination> socketDest = destinations.entrySet().stream()
                 .filter(entry -> entry.getValue().equals(replicaSocket)).map(Map.Entry::getKey).findFirst();
-        socketDest.ifPresent(dest -> replicationManager.notifyFailure(dest, e));
+        if (socketDest.isPresent()) {
+            ReplicationDestination dest = socketDest.get();
+            LOGGER.error("replica at {} failed", dest);
+            replicationManager.notifyFailure(dest, e);
+        }
     }
 
     private class TxnAckListener implements Runnable {
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/NetworkingUtil.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/NetworkingUtil.java
index 712d70e..b38f0aa 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/NetworkingUtil.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/NetworkingUtil.java
@@ -114,6 +114,7 @@
         while (requestBuffer.hasRemaining()) {
             socketChannel.write(requestBuffer);
         }
+        socketChannel.getSocketChannel().socket().getOutputStream().flush();
     }
 
     //unused
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationChannel.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationChannel.java
index 3dc094e..6c6a10a 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationChannel.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationChannel.java
@@ -25,6 +25,7 @@
 import java.nio.channels.AsynchronousCloseException;
 import java.nio.channels.ServerSocketChannel;
 import java.nio.channels.SocketChannel;
+import java.util.concurrent.atomic.AtomicInteger;
 
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.config.ReplicationProperties;
@@ -52,6 +53,7 @@
     private ServerSocketChannel serverSocketChannel = null;
     private final INcApplicationContext appCtx;
     private final RemoteLogsProcessor logsProcessor;
+    private final AtomicInteger replicationWorkerCounter = new AtomicInteger(0);
 
     public ReplicationChannel(INcApplicationContext appCtx) {
         this.appCtx = appCtx;
@@ -123,19 +125,25 @@
 
         @Override
         public void run() {
-            Thread.currentThread().setName("Replication Worker");
+            Thread.currentThread().setName("Replication Worker-" + replicationWorkerCounter.incrementAndGet() + "("
+                    + getRemoteAddress() + ")");
             try {
                 if (socketChannel.requiresHandshake() && !socketChannel.handshake()) {
+                    LOGGER.warn("failed to complete handshake with {}", this::getRemoteAddress);
                     return;
                 }
                 socketChannel.getSocketChannel().configureBlocking(true);
+                LOGGER.trace("reading replication worker initial request");
                 ReplicationRequestType requestType = ReplicationProtocol.getRequestType(socketChannel, inBuffer);
+                LOGGER.trace("got request type: {}", requestType);
                 while (requestType != ReplicationRequestType.GOODBYE) {
                     handle(requestType);
+                    LOGGER.trace("handled request type: {}", requestType);
                     requestType = ReplicationProtocol.getRequestType(socketChannel, inBuffer);
+                    LOGGER.trace("got request type: {}", requestType);
                 }
             } catch (Exception e) {
-                LOGGER.warn("Unexpected error during replication.", e);
+                LOGGER.warn("unexpected error during replication.", e);
             } finally {
                 NetworkUtil.closeQuietly(socketChannel);
             }
@@ -151,6 +159,15 @@
             return outBuffer;
         }
 
+        @Override
+        public String getRemoteAddress() {
+            try {
+                return socketChannel.getSocketChannel().getRemoteAddress().toString();
+            } catch (Exception e) {
+                return "unknown";
+            }
+        }
+
         private void handle(ReplicationRequestType requestType) throws HyracksDataException {
             final IReplicaTask task =
                     (IReplicaTask) ReplicationProtocol.readMessage(requestType, socketChannel, inBuffer);
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationManager.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationManager.java
index 7ed674e..5cd26de 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationManager.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/management/ReplicationManager.java
@@ -30,7 +30,7 @@
 import org.apache.asterix.common.replication.IReplicationDestination;
 import org.apache.asterix.common.replication.IReplicationManager;
 import org.apache.asterix.common.replication.IReplicationStrategy;
-import org.apache.asterix.common.replication.ReplicationStrategyFactory;
+import org.apache.asterix.common.replication.IReplicationStrategyFactory;
 import org.apache.asterix.common.transactions.ILogRecord;
 import org.apache.asterix.replication.api.ReplicationDestination;
 import org.apache.hyracks.api.replication.IReplicationJob;
@@ -50,10 +50,11 @@
     private final LogReplicationManager logReplicationManager;
     private final IndexReplicationManager lsnIndexReplicationManager;
 
-    public ReplicationManager(INcApplicationContext appCtx, ReplicationProperties replicationProperties) {
+    public ReplicationManager(INcApplicationContext appCtx, IReplicationStrategyFactory replicationStrategyFactory,
+            ReplicationProperties replicationProperties) {
         this.replicationProperties = replicationProperties;
         this.appCtx = appCtx;
-        strategy = ReplicationStrategyFactory.create(replicationProperties.getReplicationStrategy());
+        strategy = replicationStrategyFactory.create(replicationProperties.getReplicationStrategy());
         logReplicationManager = new LogReplicationManager(appCtx, this);
         lsnIndexReplicationManager = new IndexReplicationManager(appCtx, this);
     }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/CheckpointPartitionIndexesTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/CheckpointPartitionIndexesTask.java
index 767eb76..97b6556 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/CheckpointPartitionIndexesTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/CheckpointPartitionIndexesTask.java
@@ -18,6 +18,8 @@
  */
 package org.apache.asterix.replication.messaging;
 
+import static org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
+
 import java.io.DataInput;
 import java.io.DataOutputStream;
 import java.io.IOException;
@@ -46,10 +48,12 @@
 
     private final int partition;
     private final long maxComponentId;
+    private final String masterNodeId;
 
-    public CheckpointPartitionIndexesTask(int partition, long maxComponentId) {
+    public CheckpointPartitionIndexesTask(int partition, long maxComponentId, String masterNodeId) {
         this.partition = partition;
         this.maxComponentId = maxComponentId;
+        this.masterNodeId = masterNodeId;
     }
 
     @Override
@@ -64,7 +68,6 @@
         for (LocalResource ls : partitionResources) {
             DatasetResourceReference ref = DatasetResourceReference.of(ls);
             final IIndexCheckpointManager indexCheckpointManager = indexCheckpointManagerProvider.get(ref);
-            indexCheckpointManager.delete();
             // Get most recent sequence of existing files to avoid deletion
             Path indexPath = StoragePathUtil.getIndexPath(ioManager, ref);
             String[] files = indexPath.toFile().list(AbstractLSMIndexFileManager.COMPONENT_FILES_FILTER);
@@ -72,12 +75,16 @@
                 throw HyracksDataException
                         .create(new IOException(indexPath + " is not a directory or an IO Error occurred"));
             }
-            long maxComponentSequence = Long.MIN_VALUE;
+            long maxComponentSequence = UNINITIALIZED_COMPONENT_SEQ;
             for (String file : files) {
                 maxComponentSequence =
                         Math.max(maxComponentSequence, IndexComponentFileReference.of(file).getSequenceEnd());
             }
-            indexCheckpointManager.init(maxComponentSequence, currentLSN, maxComponentId);
+            if (indexCheckpointManager.getCheckpointCount() > 0) {
+                indexCheckpointManager.flushed(maxComponentSequence, currentLSN, maxComponentId, masterNodeId);
+            } else {
+                indexCheckpointManager.init(maxComponentSequence, currentLSN, maxComponentId, masterNodeId);
+            }
         }
         ReplicationProtocol.sendAck(worker.getChannel(), worker.getReusableBuffer());
     }
@@ -93,6 +100,11 @@
             DataOutputStream dos = new DataOutputStream(out);
             dos.writeInt(partition);
             dos.writeLong(maxComponentId);
+            boolean hasMaster = masterNodeId != null;
+            dos.writeBoolean(hasMaster);
+            if (hasMaster) {
+                dos.writeUTF(masterNodeId);
+            }
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -102,7 +114,9 @@
         try {
             int partition = input.readInt();
             long maxComponentId = input.readLong();
-            return new CheckpointPartitionIndexesTask(partition, maxComponentId);
+            final boolean hasMaster = input.readBoolean();
+            final String masterNodeId = hasMaster ? input.readUTF() : null;
+            return new CheckpointPartitionIndexesTask(partition, maxComponentId, masterNodeId);
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeleteFileTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeleteFileTask.java
index d8ad522..92e4989 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeleteFileTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeleteFileTask.java
@@ -27,8 +27,10 @@
 
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.exceptions.ReplicationException;
+import org.apache.asterix.common.storage.ResourceReference;
 import org.apache.asterix.replication.api.IReplicaTask;
 import org.apache.asterix.replication.api.IReplicationWorker;
+import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.IIOManager;
 import org.apache.logging.log4j.LogManager;
@@ -53,6 +55,11 @@
             final File localFile = ioManager.resolve(file).getFile();
             if (localFile.exists()) {
                 Files.delete(localFile.toPath());
+                ResourceReference replicaRes = ResourceReference.of(localFile.getAbsolutePath());
+                if (replicaRes.isMetadataResource()) {
+                    ((PersistentLocalResourceRepository) appCtx.getLocalResourceRepository())
+                            .invalidateResource(replicaRes.getRelativePath().toString());
+                }
                 LOGGER.debug(() -> "Deleted file: " + localFile.getAbsolutePath());
             } else {
                 LOGGER.warn(() -> "Requested to delete a non-existing file: " + localFile.getAbsolutePath());
@@ -78,6 +85,11 @@
         }
     }
 
+    @Override
+    public String toString() {
+        return "DeleteFileTask{" + "file='" + file + '\'' + '}';
+    }
+
     public static DeleteFileTask create(DataInput input) throws IOException {
         return new DeleteFileTask(input.readUTF());
     }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeletePartitionTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeletePartitionTask.java
new file mode 100644
index 0000000..90139df
--- /dev/null
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DeletePartitionTask.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.replication.messaging;
+
+import java.io.DataInput;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+
+import org.apache.asterix.common.api.INcApplicationContext;
+import org.apache.asterix.common.exceptions.ReplicationException;
+import org.apache.asterix.replication.api.IReplicaTask;
+import org.apache.asterix.replication.api.IReplicationWorker;
+import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+
+public class DeletePartitionTask implements IReplicaTask {
+
+    private static final Logger LOGGER = LogManager.getLogger();
+    private final int partitionId;
+
+    public DeletePartitionTask(int partitionId) {
+        this.partitionId = partitionId;
+    }
+
+    @Override
+    public void perform(INcApplicationContext appCtx, IReplicationWorker worker) {
+        try {
+            PersistentLocalResourceRepository localResourceRepository =
+                    (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
+            LOGGER.warn("deleting storage partition {}", partitionId);
+            localResourceRepository.deletePartition(partitionId);
+            ReplicationProtocol.sendAck(worker.getChannel(), worker.getReusableBuffer());
+        } catch (Exception e) {
+            throw new ReplicationException(e);
+        }
+    }
+
+    @Override
+    public ReplicationProtocol.ReplicationRequestType getMessageType() {
+        return ReplicationProtocol.ReplicationRequestType.DELETE_PARTITION;
+    }
+
+    @Override
+    public void serialize(OutputStream out) throws HyracksDataException {
+        try {
+            DataOutputStream dos = new DataOutputStream(out);
+            dos.writeInt(partitionId);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+
+    public static DeletePartitionTask create(DataInput input) throws IOException {
+        return new DeletePartitionTask(input.readInt());
+    }
+}
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DropIndexTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DropIndexTask.java
index 637efa9..483561b 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DropIndexTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/DropIndexTask.java
@@ -23,22 +23,25 @@
 import java.io.File;
 import java.io.IOException;
 import java.io.OutputStream;
-import java.util.logging.Logger;
 
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.exceptions.ReplicationException;
+import org.apache.asterix.common.storage.ResourceReference;
 import org.apache.asterix.replication.api.IReplicaTask;
 import org.apache.asterix.replication.api.IReplicationWorker;
+import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.IIOManager;
 import org.apache.hyracks.api.util.IoUtil;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * A task to drop an index that was dropped on master
  */
 public class DropIndexTask implements IReplicaTask {
 
-    private static final Logger LOGGER = Logger.getLogger(DeleteFileTask.class.getName());
+    private static final Logger LOGGER = LogManager.getLogger();
     private final String file;
 
     public DropIndexTask(String file) {
@@ -53,9 +56,11 @@
             if (indexFile.exists()) {
                 File indexDir = indexFile.getParentFile();
                 IoUtil.delete(indexDir);
+                ((PersistentLocalResourceRepository) appCtx.getLocalResourceRepository())
+                        .invalidateResource(ResourceReference.of(file).getRelativePath().toString());
                 LOGGER.info(() -> "Deleted index: " + indexFile.getAbsolutePath());
             } else {
-                LOGGER.warning(() -> "Requested to delete a non-existing index: " + indexFile.getAbsolutePath());
+                LOGGER.warn(() -> "Requested to delete a non-existing index: " + indexFile.getAbsolutePath());
             }
             ReplicationProtocol.sendAck(worker.getChannel(), worker.getReusableBuffer());
         } catch (IOException e) {
@@ -65,7 +70,7 @@
 
     @Override
     public ReplicationProtocol.ReplicationRequestType getMessageType() {
-        return ReplicationProtocol.ReplicationRequestType.REPLICATE_RESOURCE_FILE;
+        return ReplicationProtocol.ReplicationRequestType.DROP_INDEX;
     }
 
     @Override
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/MarkComponentValidTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/MarkComponentValidTask.java
index b8f61d0..fa77378 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/MarkComponentValidTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/MarkComponentValidTask.java
@@ -37,20 +37,26 @@
 import org.apache.asterix.replication.sync.IndexSynchronizer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.storage.am.lsm.common.impls.IndexComponentFileReference;
+import org.apache.hyracks.util.ThreadDumpUtil;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * A task to mark a replicated LSM component as valid
  */
 public class MarkComponentValidTask implements IReplicaTask {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     private final long masterLsn;
     private final long lastComponentId;
     private final String file;
+    private final String masterNodeId;
 
-    public MarkComponentValidTask(String file, long masterLsn, long lastComponentId) {
+    public MarkComponentValidTask(String file, long masterLsn, long lastComponentId, String masterNodeId) {
         this.file = file;
         this.lastComponentId = lastComponentId;
         this.masterLsn = masterLsn;
+        this.masterNodeId = masterNodeId;
     }
 
     @Override
@@ -75,7 +81,7 @@
         final IIndexCheckpointManagerProvider checkpointManagerProvider = appCtx.getIndexCheckpointManagerProvider();
         final IIndexCheckpointManager indexCheckpointManager = checkpointManagerProvider.get(indexRef);
         final long componentSequence = IndexComponentFileReference.of(indexRef.getName()).getSequenceEnd();
-        indexCheckpointManager.advanceValidComponentSequence(componentSequence);
+        indexCheckpointManager.advanceValidComponent(componentSequence, lastComponentId);
     }
 
     private void ensureComponentLsnFlushed(INcApplicationContext appCtx)
@@ -88,14 +94,17 @@
             // wait until the lsn mapping is flushed to disk
             while (!indexCheckpointManager.isFlushed(masterLsn)) {
                 if (replicationTimeOut <= 0) {
-                    throw new ReplicationException(new TimeoutException("Couldn't receive flush lsn from master"));
+                    LOGGER.warn("{} seconds passed without receiving flush lsn {} from master for component {}",
+                            appCtx.getReplicationProperties().getReplicationTimeOut(), masterLsn, file);
+                    LOGGER.debug("thead dump on receiving flush lsn timeout {}", ThreadDumpUtil::takeDumpString);
+                    throw new ReplicationException(new TimeoutException("couldn't receive flush lsn from master"));
                 }
                 final long startTime = System.nanoTime();
                 indexCheckpointManager.wait(replicationTimeOut);
                 replicationTimeOut -= TimeUnit.NANOSECONDS.toMillis(System.nanoTime() - startTime);
             }
             final long componentSequence = IndexComponentFileReference.of(indexRef.getName()).getSequenceEnd();
-            indexCheckpointManager.replicated(componentSequence, masterLsn, lastComponentId);
+            indexCheckpointManager.replicated(componentSequence, masterLsn, lastComponentId, masterNodeId);
         }
     }
 
@@ -111,6 +120,11 @@
             dos.writeUTF(file);
             dos.writeLong(masterLsn);
             dos.writeLong(lastComponentId);
+            boolean hasMaster = masterNodeId != null;
+            dos.writeBoolean(hasMaster);
+            if (hasMaster) {
+                dos.writeUTF(masterNodeId);
+            }
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -120,6 +134,8 @@
         final String indexFile = input.readUTF();
         final long lsn = input.readLong();
         final long lastComponentId = input.readLong();
-        return new MarkComponentValidTask(indexFile, lsn, lastComponentId);
+        final boolean hasMaster = input.readBoolean();
+        final String masterNodeId = hasMaster ? input.readUTF() : null;
+        return new MarkComponentValidTask(indexFile, lsn, lastComponentId, masterNodeId);
     }
 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListResponse.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListResponse.java
index 9c3902e..e85b9d4 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListResponse.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListResponse.java
@@ -23,7 +23,9 @@
 import java.io.IOException;
 import java.io.OutputStream;
 import java.util.ArrayList;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 
 import org.apache.asterix.replication.api.IReplicationMessage;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -31,11 +33,16 @@
 public class PartitionResourcesListResponse implements IReplicationMessage {
 
     private final int partition;
-    private final List<String> resources;
+    private final Map<String, Long> partitionReplicatedResources;
+    private final List<String> files;
+    private final boolean owner;
 
-    public PartitionResourcesListResponse(int partition, List<String> resources) {
+    public PartitionResourcesListResponse(int partition, Map<String, Long> partitionReplicatedResources,
+            List<String> files, boolean owner) {
         this.partition = partition;
-        this.resources = resources;
+        this.partitionReplicatedResources = partitionReplicatedResources;
+        this.files = files;
+        this.owner = owner;
     }
 
     @Override
@@ -48,17 +55,23 @@
         try {
             DataOutputStream dos = new DataOutputStream(out);
             dos.writeInt(partition);
-            dos.writeInt(resources.size());
-            for (String file : resources) {
+            dos.writeInt(files.size());
+            for (String file : files) {
                 dos.writeUTF(file);
             }
+            dos.writeBoolean(owner);
+            dos.writeInt(partitionReplicatedResources.size());
+            for (Map.Entry<String, Long> stringLongEntry : partitionReplicatedResources.entrySet()) {
+                dos.writeUTF(stringLongEntry.getKey());
+                dos.writeLong(stringLongEntry.getValue());
+            }
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
     }
 
-    public List<String> getResources() {
-        return resources;
+    public List<String> getFiles() {
+        return files;
     }
 
     public static PartitionResourcesListResponse create(DataInput input) throws IOException {
@@ -68,6 +81,20 @@
         for (int i = 0; i < size; i++) {
             resources.add(input.readUTF());
         }
-        return new PartitionResourcesListResponse(partition, resources);
+        boolean owner = input.readBoolean();
+        int resourceSize = input.readInt();
+        Map<String, Long> partitionReplicatedResources = new HashMap<>();
+        for (int i = 0; i < resourceSize; i++) {
+            partitionReplicatedResources.put(input.readUTF(), input.readLong());
+        }
+        return new PartitionResourcesListResponse(partition, partitionReplicatedResources, resources, owner);
+    }
+
+    public boolean isOrigin() {
+        return owner;
+    }
+
+    public Map<String, Long> getPartitionReplicatedResources() {
+        return partitionReplicatedResources;
     }
 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListTask.java
index cff12de..0f5949e 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/PartitionResourcesListTask.java
@@ -23,6 +23,7 @@
 import java.io.IOException;
 import java.io.OutputStream;
 import java.util.List;
+import java.util.Map;
 import java.util.stream.Collectors;
 
 import org.apache.asterix.common.api.INcApplicationContext;
@@ -32,12 +33,15 @@
 import org.apache.asterix.replication.api.IReplicationWorker;
 import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * A task to get the list of the files in a partition on a replica
  */
 public class PartitionResourcesListTask implements IReplicaTask {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     private final int partition;
 
     public PartitionResourcesListTask(int partition) {
@@ -46,16 +50,25 @@
 
     @Override
     public void perform(INcApplicationContext appCtx, IReplicationWorker worker) throws HyracksDataException {
+        LOGGER.debug("processing {}", this);
         final PersistentLocalResourceRepository localResourceRepository =
                 (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
         localResourceRepository.cleanup(partition);
+        LOGGER.debug("cleaned up partition {}", partition);
         final IReplicationStrategy replicationStrategy = appCtx.getReplicationManager().getReplicationStrategy();
-        final List<String> partitionResources =
+        // .metadata file -> resource id
+        Map<String, Long> partitionReplicatedResources =
+                localResourceRepository.getPartitionReplicatedResources(partition, replicationStrategy);
+        LOGGER.debug("got partition {} resources", partition);
+        // all data files in partitions + .metadata files
+        final List<String> partitionFiles =
                 localResourceRepository.getPartitionReplicatedFiles(partition, replicationStrategy).stream()
                         .map(StoragePathUtil::getFileRelativePath).collect(Collectors.toList());
-        final PartitionResourcesListResponse response =
-                new PartitionResourcesListResponse(partition, partitionResources);
+        LOGGER.debug("got partition {} files ({})", partition, partitionFiles.size());
+        final PartitionResourcesListResponse response = new PartitionResourcesListResponse(partition,
+                partitionReplicatedResources, partitionFiles, appCtx.getReplicaManager().isPartitionOrigin(partition));
         ReplicationProtocol.sendTo(worker.getChannel(), response, worker.getReusableBuffer());
+        LOGGER.debug("sent partition {} files list to requester", partition);
     }
 
     @Override
@@ -73,6 +86,11 @@
         }
     }
 
+    @Override
+    public String toString() {
+        return "PartitionResourcesListTask{" + "partition=" + partition + '}';
+    }
+
     public static PartitionResourcesListTask create(DataInput input) throws HyracksDataException {
         try {
             int partition = input.readInt();
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateFileTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateFileTask.java
index 5f7bee6..500a5de 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateFileTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateFileTask.java
@@ -18,6 +18,8 @@
  */
 package org.apache.asterix.replication.messaging;
 
+import static org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
+
 import java.io.DataInput;
 import java.io.DataOutputStream;
 import java.io.IOException;
@@ -37,6 +39,8 @@
 import org.apache.asterix.replication.api.IReplicaTask;
 import org.apache.asterix.replication.api.IReplicationWorker;
 import org.apache.asterix.replication.management.NetworkingUtil;
+import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
+import org.apache.commons.io.FileUtils;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.api.io.IIOManager;
@@ -53,26 +57,33 @@
     private final String file;
     private final long size;
     private final boolean indexMetadata;
+    private final String masterNodeId;
 
-    public ReplicateFileTask(String file, long size, boolean indexMetadata) {
+    public ReplicateFileTask(String file, long size, boolean indexMetadata, String masterNodeId) {
         this.file = file;
         this.size = size;
         this.indexMetadata = indexMetadata;
+        this.masterNodeId = masterNodeId;
     }
 
     @Override
     public void perform(INcApplicationContext appCtx, IReplicationWorker worker) {
         try {
-            LOGGER.info("attempting to replicate {}", this);
+            LOGGER.debug("attempting to receive file {} from master", this);
             final IIOManager ioManager = appCtx.getIoManager();
             // resolve path
             final FileReference localPath = ioManager.resolve(file);
             final Path resourceDir = Files.createDirectories(localPath.getFile().getParentFile().toPath());
+            if (indexMetadata) {
+                // ensure clean index directory
+                FileUtils.cleanDirectory(resourceDir.toFile());
+                ((PersistentLocalResourceRepository) appCtx.getLocalResourceRepository())
+                        .invalidateResource(ResourceReference.of(file).getRelativePath().toString());
+            }
             // create mask
             final Path maskPath = Paths.get(resourceDir.toString(),
                     StorageConstants.MASK_FILE_PREFIX + localPath.getFile().getName());
             Files.createFile(maskPath);
-
             // receive actual file
             final Path filePath = Paths.get(resourceDir.toString(), localPath.getFile().getName());
             Files.createFile(filePath);
@@ -87,7 +98,7 @@
             }
             //delete mask
             Files.delete(maskPath);
-            LOGGER.info(() -> "Replicated file: " + localPath);
+            LOGGER.debug("received file {} from master", localPath);
             ReplicationProtocol.sendAck(worker.getChannel(), worker.getReusableBuffer());
         } catch (IOException e) {
             throw new ReplicationException(e);
@@ -100,8 +111,8 @@
         final IIndexCheckpointManager indexCheckpointManager = checkpointManagerProvider.get(indexRef);
         final long currentLSN = appCtx.getTransactionSubsystem().getLogManager().getAppendLSN();
         indexCheckpointManager.delete();
-        indexCheckpointManager.init(Long.MIN_VALUE, currentLSN,
-                LSMComponentId.EMPTY_INDEX_LAST_COMPONENT_ID.getMaxId());
+        indexCheckpointManager.init(UNINITIALIZED_COMPONENT_SEQ, currentLSN,
+                LSMComponentId.EMPTY_INDEX_LAST_COMPONENT_ID.getMaxId(), masterNodeId);
         LOGGER.info(() -> "Checkpoint index: " + indexRef);
     }
 
@@ -117,6 +128,11 @@
             dos.writeUTF(file);
             dos.writeLong(size);
             dos.writeBoolean(indexMetadata);
+            boolean hasMaster = masterNodeId != null;
+            dos.writeBoolean(hasMaster);
+            if (hasMaster) {
+                dos.writeUTF(masterNodeId);
+            }
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
@@ -126,7 +142,9 @@
         final String s = input.readUTF();
         final long i = input.readLong();
         final boolean isMetadata = input.readBoolean();
-        return new ReplicateFileTask(s, i, isMetadata);
+        final boolean hasMaster = input.readBoolean();
+        final String masterNodeId = hasMaster ? input.readUTF() : null;
+        return new ReplicateFileTask(s, i, isMetadata, masterNodeId);
     }
 
     @Override
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateLogsTask.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateLogsTask.java
index d9357df..b67a71e 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateLogsTask.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicateLogsTask.java
@@ -34,12 +34,15 @@
 import org.apache.asterix.replication.management.ReplicationChannel;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.network.ISocketChannel;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * A task to replicate transaction logs from master replica
  */
 public class ReplicateLogsTask implements IReplicaTask {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     public static final int END_REPLICATION_LOG_SIZE = 1;
     private final String nodeId;
 
@@ -61,6 +64,7 @@
                 logsBuffer = ReplicationProtocol.readRequest(channel, logsBuffer);
                 // check if it is end of handshake
                 if (logsBuffer.remaining() == END_REPLICATION_LOG_SIZE) {
+                    LOGGER.debug("ending log replication with {}", worker.getRemoteAddress());
                     break;
                 }
                 logsProcessor.process(logsBuffer, reusableLog, worker);
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicationProtocol.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicationProtocol.java
index ed2c93f..5b0c64e 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicationProtocol.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/messaging/ReplicationProtocol.java
@@ -61,7 +61,8 @@
         LSM_COMPONENT_MASK,
         MARK_COMPONENT_VALID,
         DROP_INDEX,
-        REPLICATE_LOGS
+        REPLICATE_LOGS,
+        DELETE_PARTITION
     }
 
     private static final Map<Integer, ReplicationRequestType> TYPES = new HashMap<>();
@@ -177,6 +178,8 @@
                         return MarkComponentValidTask.create(dis);
                     case REPLICATE_LOGS:
                         return ReplicateLogsTask.create(dis);
+                    case DELETE_PARTITION:
+                        return DeletePartitionTask.create(dis);
                     default:
                         throw new IllegalStateException("Unrecognized replication message");
                 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/FileSynchronizer.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/FileSynchronizer.java
index 7bb2858..0e27a51 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/FileSynchronizer.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/FileSynchronizer.java
@@ -55,8 +55,10 @@
             final IIOManager ioManager = appCtx.getIoManager();
             final ISocketChannel channel = replica.getChannel();
             final FileReference filePath = ioManager.resolve(file);
-            ReplicateFileTask task = new ReplicateFileTask(file, filePath.getFile().length(), metadata);
-            LOGGER.info("attempting to replicate {} to replica {}", task, replica);
+            String masterNode = appCtx.getReplicaManager().isPartitionOrigin(replica.getIdentifier().getPartition())
+                    ? appCtx.getServiceContext().getNodeId() : null;
+            ReplicateFileTask task = new ReplicateFileTask(file, filePath.getFile().length(), metadata, masterNode);
+            LOGGER.trace("attempting {} to replica {}", task, replica);
             ReplicationProtocol.sendTo(replica, task);
             // send the file itself
             try (RandomAccessFile fromFile = new RandomAccessFile(filePath.getFile(), "r");
@@ -64,6 +66,7 @@
                 NetworkingUtil.sendFile(fileChannel, channel);
             }
             ReplicationProtocol.waitForAck(replica);
+            LOGGER.debug("completed {} to replica {}", task, replica);
         } catch (IOException e) {
             throw new ReplicationException(e);
         }
@@ -72,8 +75,10 @@
     public void delete(String file) {
         try {
             final DeleteFileTask task = new DeleteFileTask(file);
+            LOGGER.trace("attempting {} from replica {}", task, replica);
             ReplicationProtocol.sendTo(replica, task);
             ReplicationProtocol.waitForAck(replica);
+            LOGGER.debug("completed {} from replica {}", task, replica);
         } catch (IOException e) {
             throw new ReplicationException(e);
         }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/IndexSynchronizer.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/IndexSynchronizer.java
index 47f872c..bfd3422 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/IndexSynchronizer.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/IndexSynchronizer.java
@@ -94,8 +94,10 @@
         final FileSynchronizer fileSynchronizer = new FileSynchronizer(appCtx, replica);
         job.getJobFiles().stream().map(StoragePathUtil::getFileRelativePath).forEach(fileSynchronizer::replicate);
         // send mark component valid
-        MarkComponentValidTask markValidTask =
-                new MarkComponentValidTask(indexFile, getReplicatedComponentLsn(), getReplicatedComponentId());
+        String masterNode = appCtx.getReplicaManager().isPartitionOrigin(replica.getIdentifier().getPartition())
+                ? appCtx.getServiceContext().getNodeId() : null;
+        MarkComponentValidTask markValidTask = new MarkComponentValidTask(indexFile, getReplicatedComponentLsn(),
+                getReplicatedComponentId(), masterNode);
         ReplicationProtocol.sendTo(replica, markValidTask);
         ReplicationProtocol.waitForAck(replica);
         LOGGER.debug("Replicated component ({}) to replica {}", indexFile, replica);
@@ -139,11 +141,12 @@
 
     private long getReplicatedComponentId() throws HyracksDataException {
         final ILSMIndexReplicationJob indexReplJob = (ILSMIndexReplicationJob) job;
-        if (indexReplJob.getLSMOpType() != LSMOperationType.FLUSH) {
+        if (indexReplJob.getLSMOpType() != LSMOperationType.FLUSH
+                && indexReplJob.getLSMOpType() != LSMOperationType.LOAD) {
             return -1L;
         }
         final ILSMIndexOperationContext ctx = indexReplJob.getLSMIndexOperationContext();
         LSMComponentId id = (LSMComponentId) ctx.getComponentsToBeReplicated().get(0).getId();
-        return id.getMinId();
+        return id.getMaxId();
     }
 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaFilesSynchronizer.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaFilesSynchronizer.java
index b47fd39..5d217a4 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaFilesSynchronizer.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaFilesSynchronizer.java
@@ -20,72 +20,190 @@
 
 import java.io.IOException;
 import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Map;
 import java.util.Set;
 import java.util.stream.Collectors;
 
 import org.apache.asterix.common.api.INcApplicationContext;
 import org.apache.asterix.common.replication.IReplicationStrategy;
+import org.apache.asterix.common.storage.IIndexCheckpointManager;
+import org.apache.asterix.common.storage.IndexCheckpoint;
+import org.apache.asterix.common.storage.ResourceReference;
 import org.apache.asterix.common.utils.StoragePathUtil;
 import org.apache.asterix.replication.api.PartitionReplica;
+import org.apache.asterix.replication.messaging.DeletePartitionTask;
 import org.apache.asterix.replication.messaging.PartitionResourcesListResponse;
 import org.apache.asterix.replication.messaging.PartitionResourcesListTask;
 import org.apache.asterix.replication.messaging.ReplicationProtocol;
 import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.network.ISocketChannel;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.IndexComponentFileReference;
+import org.apache.hyracks.storage.common.LocalResource;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * Ensures that the files between master and a replica are synchronized
  */
 public class ReplicaFilesSynchronizer {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     private final PartitionReplica replica;
     private final INcApplicationContext appCtx;
+    private final boolean deltaRecovery;
 
-    public ReplicaFilesSynchronizer(INcApplicationContext appCtx, PartitionReplica replica) {
+    public ReplicaFilesSynchronizer(INcApplicationContext appCtx, PartitionReplica replica, boolean deltaRecovery) {
         this.appCtx = appCtx;
         this.replica = replica;
+        this.deltaRecovery = deltaRecovery;
     }
 
     public void sync() throws IOException {
         final int partition = replica.getIdentifier().getPartition();
-        final Set<String> replicaFiles = getReplicaFiles(partition);
+        if (!deltaRecovery) {
+            deletePartitionFromReplica(partition);
+        }
+        LOGGER.trace("getting replica files");
+        PartitionResourcesListResponse replicaResourceResponse = getReplicaFiles(partition);
+        LOGGER.trace("got replica files");
+        Map<ResourceReference, Long> resourceReferenceLongMap = getValidReplicaResources(
+                replicaResourceResponse.getPartitionReplicatedResources(), replicaResourceResponse.isOrigin());
+        // clean up files for invalid resources (deleted or recreated while the replica was down)
+        Set<String> deletedReplicaFiles =
+                cleanupReplicaInvalidResources(replicaResourceResponse, resourceReferenceLongMap);
         final PersistentLocalResourceRepository localResourceRepository =
                 (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
         final IReplicationStrategy replicationStrategy = appCtx.getReplicationManager().getReplicationStrategy();
         final Set<String> masterFiles =
                 localResourceRepository.getPartitionReplicatedFiles(partition, replicationStrategy).stream()
                         .map(StoragePathUtil::getFileRelativePath).collect(Collectors.toSet());
-        // find files on master and not on replica
-        final List<String> replicaMissingFiles =
-                masterFiles.stream().filter(file -> !replicaFiles.contains(file)).collect(Collectors.toList());
-        replicateMissingFiles(replicaMissingFiles);
-        // find files on replica and not on master
-        final List<String> replicaInvalidFiles =
-                replicaFiles.stream().filter(file -> !masterFiles.contains(file)).collect(Collectors.toList());
-        deleteInvalidFiles(replicaInvalidFiles);
+        LOGGER.trace("got master partition files");
+        // exclude from the replica files the list of invalid deleted files
+        final Set<String> replicaFiles = new HashSet<>(replicaResourceResponse.getFiles());
+        replicaFiles.removeAll(deletedReplicaFiles);
+        syncMissingFiles(replicaFiles, masterFiles);
+        deleteReplicaExtraFiles(replicaFiles, masterFiles);
     }
 
-    private Set<String> getReplicaFiles(int partition) throws IOException {
-        final PartitionResourcesListTask replicaFilesRequest = new PartitionResourcesListTask(partition);
-        final ISocketChannel channel = replica.getChannel();
-        final ByteBuffer reusableBuffer = replica.getReusableBuffer();
-        ReplicationProtocol.sendTo(replica, replicaFilesRequest);
-        final PartitionResourcesListResponse response =
-                (PartitionResourcesListResponse) ReplicationProtocol.read(channel, reusableBuffer);
-        return new HashSet<>(response.getResources());
+    private void deletePartitionFromReplica(int partitionId) throws IOException {
+        DeletePartitionTask deletePartitionTask = new DeletePartitionTask(partitionId);
+        ReplicationProtocol.sendTo(replica, deletePartitionTask);
+        ReplicationProtocol.waitForAck(replica);
+    }
+
+    private void deleteReplicaExtraFiles(Set<String> replicaFiles, Set<String> masterFiles) {
+        final List<String> replicaInvalidFiles =
+                replicaFiles.stream().filter(file -> !masterFiles.contains(file)).collect(Collectors.toList());
+        if (!replicaInvalidFiles.isEmpty()) {
+            LOGGER.debug("deleting files not on current master {} on replica {}", replicaInvalidFiles,
+                    replica.getIdentifier());
+            deleteInvalidFiles(replicaInvalidFiles);
+        }
+    }
+
+    private void syncMissingFiles(Set<String> replicaFiles, Set<String> masterFiles) {
+        final List<String> replicaMissingFiles =
+                masterFiles.stream().filter(file -> !replicaFiles.contains(file)).collect(Collectors.toList());
+        if (!replicaMissingFiles.isEmpty()) {
+            LOGGER.debug("replicating missing files {} on replica {}", replicaMissingFiles, replica.getIdentifier());
+            replicateMissingFiles(replicaMissingFiles);
+        }
     }
 
     private void replicateMissingFiles(List<String> files) {
         final FileSynchronizer sync = new FileSynchronizer(appCtx, replica);
         // sort files to ensure index metadata files starting with "." are replicated first
         files.sort(String::compareTo);
-        files.forEach(sync::replicate);
+        int missingFilesCount = files.size();
+        for (int i = 0; i < missingFilesCount; i++) {
+            String file = files.get(i);
+            sync.replicate(file);
+            replica.setSyncProgress((i + 1d) / missingFilesCount);
+        }
     }
 
     private void deleteInvalidFiles(List<String> files) {
         final FileSynchronizer sync = new FileSynchronizer(appCtx, replica);
+        // sort files to ensure index metadata files starting with "." are deleted last
+        files.sort(String::compareTo);
+        Collections.reverse(files);
         files.forEach(sync::delete);
+        LOGGER.debug("completed invalid files deletion");
+    }
+
+    private long getResourceMasterValidSeq(ResourceReference rr) throws HyracksDataException {
+        IIndexCheckpointManager iIndexCheckpointManager = appCtx.getIndexCheckpointManagerProvider().get(rr);
+        int checkpointCount = iIndexCheckpointManager.getCheckpointCount();
+        if (checkpointCount > 0) {
+            IndexCheckpoint latest = iIndexCheckpointManager.getLatest();
+            long masterValidSeq = latest.getMasterValidSeq();
+            LOGGER.info("setting resource {} valid component seq to {}", rr, masterValidSeq);
+            return masterValidSeq;
+        }
+        return AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
+    }
+
+    private Set<String> cleanupReplicaInvalidResources(PartitionResourcesListResponse replicaResourceResponse,
+            Map<ResourceReference, Long> validReplicaResources) {
+        Set<String> invalidFiles = new HashSet<>();
+        for (String replicaResPath : replicaResourceResponse.getFiles()) {
+            ResourceReference replicaRes = ResourceReference.of(replicaResPath);
+            if (!validReplicaResources.containsKey(replicaRes)) {
+                LOGGER.debug("replica invalid file {} to be deleted", replicaRes.getFileRelativePath());
+                invalidFiles.add(replicaResPath);
+            } else if (replicaResourceResponse.isOrigin() && !replicaRes.isMetadataResource()) {
+                // find files where the owner generated and failed before replicating
+                Long masterValidSeq = validReplicaResources.get(replicaRes);
+                IndexComponentFileReference componentFileReference =
+                        IndexComponentFileReference.of(replicaRes.getName());
+                if (componentFileReference.getSequenceStart() > masterValidSeq
+                        || componentFileReference.getSequenceEnd() > masterValidSeq) {
+                    LOGGER.debug("will ask replica {} to delete file {} based on valid master valid seq {}",
+                            replica.getIdentifier(), replicaResPath, masterValidSeq);
+                    invalidFiles.add(replicaResPath);
+                }
+            }
+        }
+        if (!invalidFiles.isEmpty()) {
+            LOGGER.debug("will delete the following files from replica {}", invalidFiles);
+            deleteInvalidFiles(new ArrayList<>(invalidFiles));
+        }
+        return invalidFiles;
+    }
+
+    private PartitionResourcesListResponse getReplicaFiles(int partition) throws IOException {
+        final PartitionResourcesListTask replicaFilesRequest = new PartitionResourcesListTask(partition);
+        final ISocketChannel channel = replica.getChannel();
+        final ByteBuffer reusableBuffer = replica.getReusableBuffer();
+        ReplicationProtocol.sendTo(replica, replicaFilesRequest);
+        return (PartitionResourcesListResponse) ReplicationProtocol.read(channel, reusableBuffer);
+    }
+
+    private Map<ResourceReference, Long> getValidReplicaResources(Map<String, Long> partitionReplicatedResources,
+            boolean origin) throws HyracksDataException {
+        Map<ResourceReference, Long> resource2ValidSeqMap = new HashMap<>();
+        for (Map.Entry<String, Long> resourceEntry : partitionReplicatedResources.entrySet()) {
+            ResourceReference rr = ResourceReference.of(resourceEntry.getKey());
+            final PersistentLocalResourceRepository localResourceRepository =
+                    (PersistentLocalResourceRepository) appCtx.getLocalResourceRepository();
+            LocalResource localResource = localResourceRepository.get(rr.getRelativePath().toString());
+            if (localResource != null) {
+                if (localResource.getId() != resourceEntry.getValue()) {
+                    LOGGER.info("replica has resource {} but with different resource id; ours {}, theirs {}", rr,
+                            localResource.getId(), resourceEntry.getValue());
+                } else {
+                    long resourceMasterValidSeq = origin ? getResourceMasterValidSeq(rr) : Integer.MAX_VALUE;
+                    resource2ValidSeqMap.put(rr, resourceMasterValidSeq);
+                }
+            }
+        }
+        return resource2ValidSeqMap;
     }
 }
diff --git a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaSynchronizer.java b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaSynchronizer.java
index 261236c..459ff01 100644
--- a/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaSynchronizer.java
+++ b/asterixdb/asterix-replication/src/main/java/org/apache/asterix/replication/sync/ReplicaSynchronizer.java
@@ -28,6 +28,8 @@
 import org.apache.asterix.replication.messaging.ReplicationProtocol;
 import org.apache.asterix.transaction.management.resource.PersistentLocalResourceRepository;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 /**
  * Performs the steps required to ensure any newly added replica
@@ -35,6 +37,7 @@
  */
 public class ReplicaSynchronizer {
 
+    private static final Logger LOGGER = LogManager.getLogger();
     private final INcApplicationContext appCtx;
     private final PartitionReplica replica;
 
@@ -43,34 +46,49 @@
         this.replica = replica;
     }
 
-    public void sync() throws IOException {
-        synchronized (appCtx.getReplicaManager().getReplicaSyncLock()) {
+    public void sync(boolean register, boolean deltaRecovery) throws IOException {
+        LOGGER.debug("starting replica sync process for replica {}", replica);
+        Object partitionLock = appCtx.getReplicaManager().getPartitionSyncLock(replica.getIdentifier().getPartition());
+        synchronized (partitionLock) {
+            LOGGER.trace("acquired partition replica lock");
             final ICheckpointManager checkpointManager = appCtx.getTransactionSubsystem().getCheckpointManager();
             try {
                 // suspend checkpointing datasets to prevent async IO operations while sync'ing replicas
                 checkpointManager.suspend();
-                syncFiles();
+                LOGGER.debug("starting replica files sync");
+                syncFiles(deltaRecovery);
+                LOGGER.debug("completed replica files sync");
                 checkpointReplicaIndexes();
-                appCtx.getReplicationManager().register(replica);
+                LOGGER.debug("replica indexes checkpoint completed");
+                if (register) {
+                    LOGGER.debug("registering replica");
+                    appCtx.getReplicationManager().register(replica);
+                    LOGGER.debug("replica registered");
+                }
             } finally {
                 checkpointManager.resume();
             }
         }
     }
 
-    private void syncFiles() throws IOException {
-        final ReplicaFilesSynchronizer fileSync = new ReplicaFilesSynchronizer(appCtx, replica);
+    private void syncFiles(boolean deltaRecovery) throws IOException {
+        final ReplicaFilesSynchronizer fileSync = new ReplicaFilesSynchronizer(appCtx, replica, deltaRecovery);
         // flush replicated dataset to generate disk component for any remaining in-memory components
         final IReplicationStrategy replStrategy = appCtx.getReplicationManager().getReplicationStrategy();
-        appCtx.getDatasetLifecycleManager().flushDataset(replStrategy);
+        appCtx.getDatasetLifecycleManager().flushDataset(replStrategy,
+                p -> p == replica.getIdentifier().getPartition());
         waitForReplicatedDatasetsIO();
+        LOGGER.debug("flushed partition datasets");
         fileSync.sync();
     }
 
     private void checkpointReplicaIndexes() throws IOException {
         final int partition = replica.getIdentifier().getPartition();
+        String masterNode =
+                appCtx.getReplicaManager().isPartitionOrigin(partition) ? appCtx.getServiceContext().getNodeId() : null;
         CheckpointPartitionIndexesTask task =
-                new CheckpointPartitionIndexesTask(partition, getPartitionMaxComponentId(partition));
+                new CheckpointPartitionIndexesTask(partition, getPartitionMaxComponentId(partition), masterNode);
+        LOGGER.debug("asking replica to checkpoint indexes");
         ReplicationProtocol.sendTo(replica, task);
         ReplicationProtocol.waitForAck(replica);
     }
diff --git a/asterixdb/asterix-runtime/pom.xml b/asterixdb/asterix-runtime/pom.xml
index 8b5fec5..22958ac 100644
--- a/asterixdb/asterix-runtime/pom.xml
+++ b/asterixdb/asterix-runtime/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-runtime</artifactId>
   <properties>
@@ -85,10 +85,6 @@
     </dependency>
     <dependency>
       <groupId>org.apache.hyracks</groupId>
-      <artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>org.apache.hyracks</groupId>
       <artifactId>hyracks-dataflow-std</artifactId>
     </dependency>
     <dependency>
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarFirstElementAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarFirstElementAggregateDescriptor.java
new file mode 100644
index 0000000..22831d7
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarFirstElementAggregateDescriptor.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.aggregates.scalar;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.collections.FirstElementAggregateDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class ScalarFirstElementAggregateDescriptor extends AbstractScalarAggregateDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final FunctionIdentifier FID = BuiltinFunctions.SCALAR_FIRST_ELEMENT;
+
+    public static final IFunctionDescriptorFactory FACTORY = ScalarFirstElementAggregateDescriptor::new;
+
+    private ScalarFirstElementAggregateDescriptor() {
+        super(FirstElementAggregateDescriptor.FACTORY);
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarSqlUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarSqlUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..655bc8a
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarSqlUnionMbrAggregateDescriptor.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.scalar;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.aggregates.std.SqlUnionMbrAggregateDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class ScalarSqlUnionMbrAggregateDescriptor extends AbstractScalarAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY =
+            createDescriptorFactory(ScalarSqlUnionMbrAggregateDescriptor::new);
+
+    private ScalarSqlUnionMbrAggregateDescriptor() {
+        super(SqlUnionMbrAggregateDescriptor.FACTORY);
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.SCALAR_SQL_UNION_MBR;
+    }
+
+    @Override
+    public void setImmutableStates(Object... states) {
+        super.setImmutableStates(states);
+        aggFuncDesc.setImmutableStates(getItemType((IAType) states[0]));
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..188508c
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/scalar/ScalarUnionMbrAggregateDescriptor.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.scalar;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.aggregates.std.UnionMbrAggregateDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class ScalarUnionMbrAggregateDescriptor extends AbstractScalarAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY =
+            createDescriptorFactory(ScalarUnionMbrAggregateDescriptor::new);
+
+    private ScalarUnionMbrAggregateDescriptor() {
+        super(UnionMbrAggregateDescriptor.FACTORY);
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.SCALAR_UNION_MBR;
+    }
+
+    @Override
+    public void setImmutableStates(Object... states) {
+        super.setImmutableStates(states);
+        aggFuncDesc.setImmutableStates(getItemType((IAType) states[0]));
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableAvgAggregateDescriptor.java
index e621886..8c7a1ff 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableAvgAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableAvgAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableCountAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableCountAggregateDescriptor.java
index 99cd053..a00aa86 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableCountAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableCountAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 public class SerializableCountAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableCountAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableCountAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalAvgAggregateDescriptor.java
index e7f8845..fbbeecf 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableGlobalAvgAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalKurtosisAggregateDescriptor.java
index 5574e54..be3cff9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSkewnessAggregateDescriptor.java
index 5af0f39..430b01d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlAvgAggregateDescriptor.java
index bb47742..9812b10 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlKurtosisAggregateDescriptor.java
index d24f083..b1ed637 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlSkewnessAggregateDescriptor.java
index 24eb6d7..bf1eac6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevAggregateDescriptor.java
index 9ec4436..07165d2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevPopAggregateDescriptor.java
index 5ccf863..468d576 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarAggregateDescriptor.java
index 64c3aaf..dedf779 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarPopAggregateDescriptor.java
index 366893e..cad2eea 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevAggregateDescriptor.java
index e5fe639..482b12d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevPopAggregateDescriptor.java
index 86b3cb6..fc83077 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarAggregateDescriptor.java
index da5907d..e8ec6dc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableGlobalVarAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarPopAggregateDescriptor.java
index ea5c5c9..8847605 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableGlobalVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableGlobalVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableGlobalVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateAvgAggregateDescriptor.java
index fb95732..3345c46 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateKurtosisAggregateDescriptor.java
index c02789f..beb7a6e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSkewnessAggregateDescriptor.java
index a760b20..747d115 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlAvgAggregateDescriptor.java
index e4c668d..8c52df1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlKurtosisAggregateDescriptor.java
index 40aaaec..e0c6d03 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,8 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY =
+            SerializableIntermediateSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlSkewnessAggregateDescriptor.java
index e8d1709..8563e8c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,8 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY =
+            SerializableIntermediateSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevAggregateDescriptor.java
index b2c396d..d5acc277 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevPopAggregateDescriptor.java
index cc0927e..89b6c8f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,8 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY =
+            SerializableIntermediateSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarAggregateDescriptor.java
index c8e8bad..52569ce 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarPopAggregateDescriptor.java
index 26a466d..78b08f3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevAggregateDescriptor.java
index f963275..e53bde9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevPopAggregateDescriptor.java
index 2bcb057..fecf908 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarAggregateDescriptor.java
index e9222b2..04fa186 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarPopAggregateDescriptor.java
index cf2caae..22bd4ad 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableIntermediateVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableIntermediateVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableIntermediateVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableKurtosisAggregateDescriptor.java
index 39bdb79..94cc569 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableKurtosisAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableKurtosisAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalAvgAggregateDescriptor.java
index c14aef7..0300631 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalAvgAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalKurtosisAggregateDescriptor.java
index 76ce6f4..d689d48 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSkewnessAggregateDescriptor.java
index 51d9c1a..0111e87 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlAvgAggregateDescriptor.java
index 4db8418..7636c61 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalSqlAvgAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlKurtosisAggregateDescriptor.java
index 04e783d..08525cd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlSkewnessAggregateDescriptor.java
index 2139e6f..f326517 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevAggregateDescriptor.java
index 1efbd50..c5ac171 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevPopAggregateDescriptor.java
index 62cb56a..46236d5 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarAggregateDescriptor.java
index 1aa9798..460e762 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalSqlVarAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarPopAggregateDescriptor.java
index 146c92a..b71d4d2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevAggregateDescriptor.java
index 1f13577..6c13550 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalStddevAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevPopAggregateDescriptor.java
index a139883..235e646 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarAggregateDescriptor.java
index d328e55..5e0cdd7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalVarAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarPopAggregateDescriptor.java
index e7df873..0acb09c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableLocalVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SerializableLocalVarPopAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableLocalVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableLocalVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSkewnessAggregateDescriptor.java
index d709757..4172571 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSkewnessAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableSkewnessAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlAvgAggregateDescriptor.java
index 9d469b1..5939e49 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlAvgAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlAvgAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlCountAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlCountAggregateDescriptor.java
index 1818f07..b4a7620 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlCountAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlCountAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 public class SerializableSqlCountAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlCountAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlCountAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlKurtosisAggregateDescriptor.java
index 323c26a..bc85ddd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlKurtosisAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlKurtosisAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlSkewnessAggregateDescriptor.java
index cf004be..0f72183 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlSkewnessAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlSkewnessAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevAggregateDescriptor.java
index 8bef41a..af34674 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlStddevAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevPopAggregateDescriptor.java
index 7479686..2c6882f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlStddevPopAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
         extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarAggregateDescriptor.java
index ae9e617..bf7c2b8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlVarAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarPopAggregateDescriptor.java
index 4d2829e..34fd0da 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableSqlVarPopAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 public class SerializableSqlVarPopAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevAggregateDescriptor.java
index ff984f9..7cf0a26 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableStddevAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevPopAggregateDescriptor.java
index 1578acf..1ff7f99 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableStddevPopAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableStddevPopAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarAggregateDescriptor.java
index c014c4f..fb6b41c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableVarAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarPopAggregateDescriptor.java
index 5673539..d3eecbf 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/serializable/std/SerializableVarPopAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.serializable.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractSerializableAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -33,12 +32,7 @@
 public class SerializableVarPopAggregateDescriptor extends AbstractSerializableAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SerializableVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SerializableVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractAvgAggregateFunction.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractAvgAggregateFunction.java
index d2367f9..fc668d2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractAvgAggregateFunction.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractAvgAggregateFunction.java
@@ -136,12 +136,13 @@
         int offset = inputVal.getStartOffset();
 
         ATypeTag typeTag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(data[offset]);
+        ATypeTag aggTypeTag = aggType;
         if (typeTag == ATypeTag.MISSING || typeTag == ATypeTag.NULL) {
             processNull();
             return;
-        } else if (aggType == ATypeTag.SYSTEM_NULL) {
-            aggType = typeTag;
-        } else if (typeTag != ATypeTag.SYSTEM_NULL && !ATypeHierarchy.isCompatible(typeTag, aggType)) {
+        } else if (aggTypeTag == ATypeTag.SYSTEM_NULL) {
+            aggTypeTag = typeTag;
+        } else if (typeTag != ATypeTag.SYSTEM_NULL && !ATypeHierarchy.isCompatible(typeTag, aggTypeTag)) {
             // Issue warning only once and treat current tuple as null
             if (!isWarned) {
                 isWarned = true;
@@ -149,8 +150,8 @@
             }
             processNull();
             return;
-        } else if (ATypeHierarchy.canPromote(aggType, typeTag)) {
-            aggType = typeTag;
+        } else if (ATypeHierarchy.canPromote(aggTypeTag, typeTag)) {
+            aggTypeTag = typeTag;
         }
 
         switch (typeTag) {
@@ -195,6 +196,7 @@
             }
         }
         count++;
+        aggType = aggTypeTag;
     }
 
     protected void finishPartialResults(IPointable result) throws HyracksDataException {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..4840f52
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateDescriptor.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+
+public abstract class AbstractUnionMbrAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    IAType aggFieldType;
+
+    @Override
+    public void setImmutableStates(Object... types) {
+        aggFieldType = (IAType) types[0];
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateFunction.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateFunction.java
new file mode 100644
index 0000000..9414365
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AbstractUnionMbrAggregateFunction.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutablePoint;
+import org.apache.asterix.om.base.AMutableRectangle;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.exceptions.UnsupportedItemTypeException;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public abstract class AbstractUnionMbrAggregateFunction extends AbstractAggregateFunction {
+
+    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    private IPointable inputVal = new VoidPointable();
+    private final IScalarEvaluator eval;
+    protected final IEvaluatorContext context;
+    protected double currentMinX;
+    protected double currentMinY;
+    protected double currentMaxX;
+    protected double currentMaxY;
+
+    protected final AMutablePoint[] aPoint = { new AMutablePoint(0.0, 0.0), new AMutablePoint(0.0, 0.0) };
+    protected final AMutableRectangle aRect = new AMutableRectangle(aPoint[0], aPoint[1]);
+
+    private ISerializerDeserializer<ARectangle> rectangleSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ARECTANGLE);
+
+    public AbstractUnionMbrAggregateFunction(IScalarEvaluatorFactory[] args, IEvaluatorContext context,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(sourceLoc);
+        this.eval = args[0].createScalarEvaluator(context);
+        this.context = context;
+    }
+
+    @Override
+    public void init() throws HyracksDataException {
+        // Initialize the resulting mbr coordinates
+        currentMinX = Double.POSITIVE_INFINITY;
+        currentMinY = Double.POSITIVE_INFINITY;
+        currentMaxX = Double.NEGATIVE_INFINITY;
+        currentMaxY = Double.NEGATIVE_INFINITY;
+    }
+
+    @Override
+    public void step(IFrameTupleReference tuple) throws HyracksDataException {
+        eval.evaluate(tuple, inputVal);
+        byte[] data = inputVal.getByteArray();
+        int offset = inputVal.getStartOffset();
+        int len = inputVal.getLength();
+        ATypeTag typeTag =
+                EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(inputVal.getByteArray()[inputVal.getStartOffset()]);
+        if (typeTag == ATypeTag.NULL || typeTag == ATypeTag.MISSING) {
+            processNull(typeTag);
+        } else if (typeTag == ATypeTag.RECTANGLE) {
+            double minX = ADoubleSerializerDeserializer.getDouble(data,
+                    offset + 1 + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+            double minY = ADoubleSerializerDeserializer.getDouble(data,
+                    offset + 1 + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+            double maxX = ADoubleSerializerDeserializer.getDouble(data,
+                    offset + 1 + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+            double maxY = ADoubleSerializerDeserializer.getDouble(data,
+                    offset + 1 + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+            currentMinX = Math.min(currentMinX, minX);
+            currentMinY = Math.min(currentMinY, minY);
+            currentMaxX = Math.max(currentMaxX, maxX);
+            currentMaxY = Math.max(currentMaxY, maxY);
+        }
+    }
+
+    @Override
+    public void finish(IPointable result) throws HyracksDataException {
+        resultStorage.reset();
+        try {
+            aPoint[0].setValue(currentMinX, currentMinY);
+            aPoint[1].setValue(currentMaxX, currentMaxY);
+            aRect.setValue(aPoint[0], aPoint[1]);
+            rectangleSerde.serialize(aRect, resultStorage.getDataOutput());
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+        result.set(resultStorage);
+    }
+
+    @Override
+    public void finishPartial(IPointable result) throws HyracksDataException {
+        if (!isValidCoordinates(currentMinX, currentMinY, currentMaxX, currentMaxY)) {
+            currentMinX = 0.0;
+            currentMinY = 0.0;
+            currentMaxX = 0.0;
+            currentMaxY = 0.0;
+        }
+
+        finish(result);
+    }
+
+    protected void processNull(ATypeTag typeTag) throws UnsupportedItemTypeException {
+        throw new UnsupportedItemTypeException(sourceLoc, BuiltinFunctions.UNION_MBR, typeTag.serialize());
+    }
+
+    private boolean isValidCoordinates(double minX, double minY, double maxX, double maxY) {
+        return (minX != Double.POSITIVE_INFINITY) && (minY != Double.POSITIVE_INFINITY)
+                && (maxX != Double.NEGATIVE_INFINITY) && (maxY != Double.NEGATIVE_INFINITY);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AvgAggregateDescriptor.java
index a0d06e7..6aa7d73 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/AvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class AvgAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/CountAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/CountAggregateDescriptor.java
index 389c3af..8fc8a9f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/CountAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/CountAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 public class CountAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CountAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CountAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalAvgAggregateDescriptor.java
index bb15b2d..a1f216d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalKurtosisAggregateDescriptor.java
index 107f823..7136c19 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSkewnessAggregateDescriptor.java
index 0d3038a..fdb5673 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlAvgAggregateDescriptor.java
index dcbc1a7..677eb9c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlKurtosisAggregateDescriptor.java
index d4e24bb..d4a3fb7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlSkewnessAggregateDescriptor.java
index 2874c60..f63c256 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevAggregateDescriptor.java
index d81d435..28a090a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevPopAggregateDescriptor.java
index aeef3d0..1cbfb15 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..218ae39
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class GlobalSqlUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(GlobalSqlUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.GLOBAL_SQL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new SqlUnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarAggregateDescriptor.java
index 5dcaa03..e96cbe8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarPopAggregateDescriptor.java
index afd6f66..da8c1b6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevAggregateDescriptor.java
index c4d1f38..8a6c90f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevPopAggregateDescriptor.java
index 52df8c2..7029ed8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..5b66bf4
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class GlobalUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(GlobalUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.GLOBAL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new UnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarAggregateDescriptor.java
index 4ade667..2d6087b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarPopAggregateDescriptor.java
index 3a8a818..f1225b6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/GlobalVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GlobalVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GlobalVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateAvgAggregateDescriptor.java
index 8c34eec..2f76d7c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateKurtosisAggregateDescriptor.java
index 5a62762..67b631f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSkewnessAggregateDescriptor.java
index 9cd0b21..d0e2537 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlAvgAggregateDescriptor.java
index 54f22ab..535b442 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlAvgAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlKurtosisAggregateDescriptor.java
index 02b65f2..2ea358d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlKurtosisAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlSkewnessAggregateDescriptor.java
index a8916f8..02d6f63 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlSkewnessAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevAggregateDescriptor.java
index 62663a4..0d3ea22 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlStddevAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevPopAggregateDescriptor.java
index d05e865..6196d5a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlStddevPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..52a517b
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntermediateSqlUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(IntermediateSqlUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INTERMEDIATE_SQL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new SqlUnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarAggregateDescriptor.java
index c726870..00f222f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlVarAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarPopAggregateDescriptor.java
index 3ac9bff..4abf219 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class IntermediateSqlVarPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevAggregateDescriptor.java
index b0160b4..2fa255e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevPopAggregateDescriptor.java
index 6409dfc..c83b917 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..0d66149
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntermediateUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(IntermediateUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INTERMEDIATE_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new UnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarAggregateDescriptor.java
index 003c4e5..1a74d69 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarPopAggregateDescriptor.java
index 4dc8b2e..cbf2434 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/IntermediateVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntermediateVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntermediateVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/KurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/KurtosisAggregateDescriptor.java
index af35c1a..b28f88f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/KurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/KurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class KurtosisAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new KurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = KurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalAvgAggregateDescriptor.java
index 2bb25f9..d9a132c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalAvgAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalKurtosisAggregateDescriptor.java
index 3018bcc..6366af8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalKurtosisAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSkewnessAggregateDescriptor.java
index b23402b..733db0e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSkewnessAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlAvgAggregateDescriptor.java
index f3288c7..bff5a74 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlAvgAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlKurtosisAggregateDescriptor.java
index c586eb3..081d241 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlKurtosisAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlSkewnessAggregateDescriptor.java
index 366ff89d..cc68a43 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlSkewnessAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevAggregateDescriptor.java
index cb8dbed..5eb311d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlStddevAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevPopAggregateDescriptor.java
index ed60e90..c9bf62f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlStddevPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..3ee1e47
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class LocalSqlUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(LocalSqlUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.LOCAL_SQL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new SqlUnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarAggregateDescriptor.java
index fa0052e..98aadc7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlVarAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarPopAggregateDescriptor.java
index f8f27a3..305defa 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalSqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalSqlVarPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalSqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalSqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevAggregateDescriptor.java
index 8d3509f..4e85e66 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalStddevAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevPopAggregateDescriptor.java
index cc17a33..29febfa 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalStddevPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..0b5cbdd
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class LocalUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(LocalUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.LOCAL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new UnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarAggregateDescriptor.java
index 288f8f9..bdb4753 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalVarAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarPopAggregateDescriptor.java
index a0fedbe..495b1ef 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/LocalVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class LocalVarPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LocalVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LocalVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SkewnessAggregateDescriptor.java
index 98eef28..e762c42 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SkewnessAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlAvgAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlAvgAggregateDescriptor.java
index da10cf6..213c708 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlAvgAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlAvgAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlAvgAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlAvgAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlAvgAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlCountAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlCountAggregateDescriptor.java
index 1155bd5..f10dcc9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlCountAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlCountAggregateDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 public class SqlCountAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlCountAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlCountAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlKurtosisAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlKurtosisAggregateDescriptor.java
index 7429542..53f5a1d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlKurtosisAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlKurtosisAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlKurtosisAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlKurtosisAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlKurtosisAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlSkewnessAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlSkewnessAggregateDescriptor.java
index 885608e..e17ec66 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlSkewnessAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlSkewnessAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlSkewnessAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlSkewnessAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlSkewnessAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevAggregateDescriptor.java
index 360cdf3..6e29775 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlStddevAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlStddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlStddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevPopAggregateDescriptor.java
index 6f896b4..4424857 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlStddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlStddevPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlStddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlStddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..2dd125e
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SqlUnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY =
+            AbstractAggregateFunctionDynamicDescriptor.createFactory(SqlUnionMbrAggregateDescriptor::new);
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.SQL_UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new SqlUnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateFunction.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateFunction.java
new file mode 100644
index 0000000..c101a69
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlUnionMbrAggregateFunction.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class SqlUnionMbrAggregateFunction extends AbstractUnionMbrAggregateFunction {
+    public SqlUnionMbrAggregateFunction(IScalarEvaluatorFactory[] args, IEvaluatorContext context,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(args, context, sourceLoc);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarAggregateDescriptor.java
index deefa55..1f9c0b7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlVarAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlVarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlVarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarPopAggregateDescriptor.java
index c24bf94..d7eb353 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/SqlVarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class SqlVarPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SqlVarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SqlVarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevAggregateDescriptor.java
index 011efcc..ef3d9f9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class StddevAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StddevAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StddevAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevPopAggregateDescriptor.java
index 8fba9e5..ea6f209 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/StddevPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class StddevPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StddevPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StddevPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateDescriptor.java
new file mode 100644
index 0000000..33aa766
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class UnionMbrAggregateDescriptor extends AbstractUnionMbrAggregateDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = () -> new UnionMbrAggregateDescriptor();
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.UNION_MBR;
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IAggregateEvaluator createAggregateEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                return new UnionMbrAggregateFunction(args, ctx, sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateFunction.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateFunction.java
new file mode 100644
index 0000000..e0fc3e7
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/UnionMbrAggregateFunction.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.aggregates.std;
+
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+public class UnionMbrAggregateFunction extends AbstractUnionMbrAggregateFunction {
+
+    public UnionMbrAggregateFunction(IScalarEvaluatorFactory[] args, IEvaluatorContext context,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(args, context, sourceLoc);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarAggregateDescriptor.java
index 37f0ee6..23dac92 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class VarAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new VarAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = VarAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarPopAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarPopAggregateDescriptor.java
index 0eeb7b3..45051d4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarPopAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/std/VarPopAggregateDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.aggregates.std;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class VarPopAggregateDescriptor extends AbstractAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new VarPopAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = VarPopAggregateDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/EmptyStreamAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/EmptyStreamAggregateDescriptor.java
index dead68b..40abd72 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/EmptyStreamAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/EmptyStreamAggregateDescriptor.java
@@ -21,7 +21,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
@@ -42,12 +41,7 @@
     private static final long serialVersionUID = 1L;
 
     public final static FunctionIdentifier FID = BuiltinFunctions.EMPTY_STREAM;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new EmptyStreamAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = EmptyStreamAggregateDescriptor::new;
 
     @Override
     public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/NonEmptyStreamAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/NonEmptyStreamAggregateDescriptor.java
index d28c7c2..7bc366e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/NonEmptyStreamAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/aggregates/stream/NonEmptyStreamAggregateDescriptor.java
@@ -21,7 +21,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.aggregates.base.AbstractAggregateFunctionDynamicDescriptor;
@@ -41,12 +40,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NonEmptyStreamAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NonEmptyStreamAggregateDescriptor::new;
 
     @Override
     public IAggregateEvaluatorFactory createAggregateEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleCenterAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleCenterAccessor.java
index 23795dc..1a3e81b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleCenterAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleCenterAccessor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.base.APoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,13 +51,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.GET_CIRCLE_CENTER_ACCESSOR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CircleCenterAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CircleCenterAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleRadiusAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleRadiusAccessor.java
index 39484ae..e653813 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleRadiusAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/CircleRadiusAccessor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,13 +49,7 @@
 public class CircleRadiusAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.GET_CIRCLE_RADIUS_ACCESSOR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CircleRadiusAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CircleRadiusAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/LineRectanglePolygonAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/LineRectanglePolygonAccessor.java
index a7f8500..03a63cc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/LineRectanglePolygonAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/LineRectanglePolygonAccessor.java
@@ -33,7 +33,6 @@
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.base.APoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -57,13 +56,7 @@
 public class LineRectanglePolygonAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.GET_POINTS_LINE_RECTANGLE_POLYGON_ACCESSOR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LineRectanglePolygonAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LineRectanglePolygonAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointXCoordinateAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointXCoordinateAccessor.java
index 6bcb936..2167f22 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointXCoordinateAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointXCoordinateAccessor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,13 +50,7 @@
 public class PointXCoordinateAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.GET_POINT_X_COORDINATE_ACCESSOR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PointXCoordinateAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = PointXCoordinateAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointYCoordinateAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointYCoordinateAccessor.java
index 3c32e51..e1b8e83 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointYCoordinateAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/PointYCoordinateAccessor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -54,13 +53,7 @@
 
     private static final FunctionIdentifier FID = BuiltinFunctions.GET_POINT_Y_COORDINATE_ACCESSOR;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PointYCoordinateAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = PointYCoordinateAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalDayAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalDayAccessor.java
index 9ea0954..aa09e2d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalDayAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalDayAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -54,13 +53,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_DAY;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalDayAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalDayAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.om.function.IFunctionDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalHourAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalHourAccessor.java
index a53f35e..77485ae 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalHourAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalHourAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -54,14 +53,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_HOUR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalHourAccessor();
-        }
-
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalHourAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.om.function.IFunctionDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndAccessor.java
index 1dcb45b..6dd9efe 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableTime;
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -55,13 +54,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_END;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalEndAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalEndAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDateAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDateAccessor.java
index bc9b393..5afcd9c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDateAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDateAccessor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.ADate;
 import org.apache.asterix.om.base.AMutableDate;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,13 +49,7 @@
 public class TemporalIntervalEndDateAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_END_DATE;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalEndDateAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalEndDateAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDatetimeAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDatetimeAccessor.java
index 3faef26..cb060fc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDatetimeAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndDatetimeAccessor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.ADateTime;
 import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,13 +51,7 @@
     private static final long serialVersionUID = 1L;
 
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_END_DATETIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalEndDatetimeAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalEndDatetimeAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndTimeAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndTimeAccessor.java
index ed1962c..05833b3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndTimeAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalEndTimeAccessor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableTime;
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,13 +49,7 @@
 public class TemporalIntervalEndTimeAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_END_TIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalEndTimeAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalEndTimeAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartAccessor.java
index e2df591..74fdc76 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableTime;
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -55,13 +54,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_START;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalStartAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalStartAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDateAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDateAccessor.java
index 57e2730..f0f07ef 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDateAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDateAccessor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.ADate;
 import org.apache.asterix.om.base.AMutableDate;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -53,13 +52,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_START_DATE;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalStartDateAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalStartDateAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDatetimeAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDatetimeAccessor.java
index be6787f..d5aa67d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDatetimeAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartDatetimeAccessor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.ADateTime;
 import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,13 +49,7 @@
 public class TemporalIntervalStartDatetimeAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_START_DATETIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalStartDatetimeAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalStartDatetimeAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartTimeAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartTimeAccessor.java
index ee86f64..43b1757 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartTimeAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalIntervalStartTimeAccessor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableTime;
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,13 +50,7 @@
 
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_INTERVAL_START_TIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalIntervalStartTimeAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalIntervalStartTimeAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMillisecondAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMillisecondAccessor.java
index 08e1484..78fac67 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMillisecondAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMillisecondAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -53,14 +52,7 @@
 public class TemporalMillisecondAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_MILLISEC;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalMillisecondAccessor();
-        }
-
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalMillisecondAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMinuteAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMinuteAccessor.java
index 512b82e..987a0b9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMinuteAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMinuteAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -56,14 +55,7 @@
 
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_MIN;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalMinuteAccessor();
-        }
-
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalMinuteAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMonthAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMonthAccessor.java
index 0dde65c..de2f8ac 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMonthAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalMonthAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -53,14 +52,7 @@
 public class TemporalMonthAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_MONTH;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalMonthAccessor();
-        }
-
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalMonthAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalSecondAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalSecondAccessor.java
index fcd952d..2aae1fb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalSecondAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalSecondAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -53,14 +52,7 @@
 public class TemporalSecondAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_SEC;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalSecondAccessor();
-        }
-
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalSecondAccessor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalYearAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalYearAccessor.java
index be3615f..182b2f4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalYearAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/accessors/TemporalYearAccessor.java
@@ -31,7 +31,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -55,13 +54,7 @@
 public class TemporalYearAccessor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     private static final FunctionIdentifier FID = BuiltinFunctions.ACCESSOR_TEMPORAL_YEAR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TemporalYearAccessor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TemporalYearAccessor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsEvaluator.java
deleted file mode 100644
index ff0a9f6..0000000
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsEvaluator.java
+++ /dev/null
@@ -1,469 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.asterix.runtime.evaluators.common;
-
-import java.io.DataOutput;
-
-import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
-import org.apache.asterix.formats.nontagged.BinaryTokenizerFactoryProvider;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ABoolean;
-import org.apache.asterix.om.base.ANull;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.om.types.EnumDeserializer;
-import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
-import org.apache.asterix.runtime.evaluators.functions.FullTextContainsDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
-import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.TaggedValuePointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringLowercaseTokenPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.data.std.util.BinaryEntry;
-import org.apache.hyracks.data.std.util.BinaryHashSet;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
-import org.apache.hyracks.util.string.UTF8StringUtil;
-
-public class FullTextContainsEvaluator implements IScalarEvaluator {
-
-    // assuming type indicator in serde format
-    protected static final int TYPE_INDICATOR_SIZE = 1;
-
-    protected final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-    protected final DataOutput out = resultStorage.getDataOutput();
-    protected final TaggedValuePointable argLeft = TaggedValuePointable.FACTORY.createPointable();
-    protected final TaggedValuePointable argRight = TaggedValuePointable.FACTORY.createPointable();
-    protected TaggedValuePointable[] argOptions;
-    protected final IScalarEvaluator evalLeft;
-    protected final IScalarEvaluator evalRight;
-    protected IScalarEvaluator[] evalOptions;
-    protected IPointable outLeft = VoidPointable.FACTORY.createPointable();
-    protected IPointable outRight = VoidPointable.FACTORY.createPointable();
-    protected IPointable[] outOptions;
-    protected int optionArgsLength;
-
-    // To conduct a full-text search, we convert all strings to the lower case.
-    // In addition, since each token does not include the length information (2 bytes) in the beginning,
-    // We need to have a different binary comparator that is different from a standard string comparator.
-    // i.e. A token comparator that receives the length of a token as a parameter.
-    private final IBinaryComparator strLowerCaseTokenCmp =
-            BinaryComparatorFactoryProvider.UTF8STRING_LOWERCASE_TOKEN_POINTABLE_INSTANCE.createBinaryComparator();
-    private final IBinaryComparator strLowerCaseCmp =
-            BinaryComparatorFactoryProvider.UTF8STRING_LOWERCASE_POINTABLE_INSTANCE.createBinaryComparator();
-    private IBinaryTokenizer tokenizerForLeftArray = null;
-    private IBinaryTokenizer tokenizerForRightArray = null;
-
-    // Case insensitive hash for full-text search
-    private IBinaryHashFunction hashFunc = null;
-
-    // keyEntry used in the hash-set
-    private BinaryEntry keyEntry = null;
-
-    // Parameter: number of bucket, frame size, hashFunction, Comparator, byte
-    // array that contains the key
-    private BinaryHashSet rightHashSet = null;
-
-    // Keeps the query array. This is used to check whether the query predicate has been changed (e.g., join case)
-    private byte[] queryArray = null;
-    private int queryArrayStartOffset = -1;
-    private int queryArrayLength = -1;
-
-    // If the following is 1, then we will do a disjunctive search.
-    // Else if it is equal to the number of tokens, then we will do a conjunctive search.
-    private int occurrenceThreshold = 1;
-
-    static final int HASH_SET_SLOT_SIZE = 101;
-    static final int HASH_SET_FRAME_SIZE = 32768;
-
-    @SuppressWarnings("unchecked")
-    protected ISerializerDeserializer<ABoolean> serde =
-            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
-    @SuppressWarnings("unchecked")
-    protected ISerializerDeserializer<ANull> nullSerde =
-            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
-
-    public FullTextContainsEvaluator(IScalarEvaluatorFactory[] args, IEvaluatorContext context)
-            throws HyracksDataException {
-        evalLeft = args[0].createScalarEvaluator(context);
-        evalRight = args[1].createScalarEvaluator(context);
-        optionArgsLength = args.length - 2;
-        this.evalOptions = new IScalarEvaluator[optionArgsLength];
-        this.outOptions = new IPointable[optionArgsLength];
-        this.argOptions = new TaggedValuePointable[optionArgsLength];
-        // Full-text search options
-        for (int i = 0; i < optionArgsLength; i++) {
-            this.evalOptions[i] = args[i + 2].createScalarEvaluator(context);
-            this.outOptions[i] = VoidPointable.FACTORY.createPointable();
-            this.argOptions[i] = TaggedValuePointable.FACTORY.createPointable();
-        }
-    }
-
-    @Override
-    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        boolean isReturnNull = false;
-        resultStorage.reset();
-
-        evalLeft.evaluate(tuple, argLeft);
-        evalRight.evaluate(tuple, argRight);
-
-        if (PointableHelper.checkAndSetMissingOrNull(result, argLeft, argRight)) {
-            if (result.getByteArray()[0] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
-                return;
-            }
-
-            // null value, but check other arguments for missing first (higher priority)
-            isReturnNull = true;
-        }
-
-        argLeft.getValue(outLeft);
-        argRight.getValue(outRight);
-
-        for (int i = 0; i < optionArgsLength; i++) {
-            evalOptions[i].evaluate(tuple, argOptions[i]);
-
-            if (PointableHelper.checkAndSetMissingOrNull(result, argOptions[i])) {
-                if (result.getByteArray()[0] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
-                    return;
-                }
-
-                // null value, but check other arguments for missing first (higher priority)
-                isReturnNull = true;
-            }
-
-            argOptions[i].getValue(outOptions[i]);
-        }
-
-        if (isReturnNull) {
-            PointableHelper.setNull(result);
-            return;
-        }
-
-        ATypeTag typeTag1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(argLeft.getTag());
-        ATypeTag typeTag2 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(argRight.getTag());
-
-        // Checks whether two appropriate types are provided or not. If not, null will be written.
-        if (!checkArgTypes(typeTag1, typeTag2)) {
-            try {
-                nullSerde.serialize(ANull.NULL, out);
-            } catch (HyracksDataException e) {
-                throw HyracksDataException.create(e);
-            }
-            result.set(resultStorage);
-            return;
-        }
-
-        try {
-            ABoolean b = fullTextContainsWithArg(typeTag2, argLeft, argRight) ? ABoolean.TRUE : ABoolean.FALSE;
-            serde.serialize(b, out);
-        } catch (HyracksDataException e1) {
-            throw HyracksDataException.create(e1);
-        }
-        result.set(resultStorage);
-    }
-
-    /**
-     * Conducts a full-text search. The basic logic is as follows.
-     * 1) Tokenizes the given query predicate(s). Puts them into a hash set.
-     * 2) Tokenizes the given field. For each token, checks whether the hash set contains it.
-     * If so, increase foundCount for a newly found token.
-     * 3) As soon as the foundCount becomes the given threshold, stops the search and returns true.
-     * After traversing all tokens and still the foundCount is less than the given threshold, then returns false.
-     */
-    private boolean fullTextContainsWithArg(ATypeTag typeTag2, IPointable arg1, IPointable arg2)
-            throws HyracksDataException {
-        // Since a fulltext search form is "ftcontains(X,Y,options)",
-        // X (document) is the left side and Y (query predicate) is the right side.
-
-        // Initialize variables that are required to conduct full-text search. (e.g., hash-set, tokenizer ...)
-        if (rightHashSet == null) {
-            initializeFullTextContains();
-        }
-
-        // Type tag checking is already done in the previous steps.
-        // So we directly conduct the full-text search process.
-        // The right side contains the query predicates
-        byte[] arg2Array = arg2.getByteArray();
-
-        // Checks whether a new query predicate is introduced.
-        // If not, we can re-use the query predicate array we have already created.
-        if (!partOfArrayEquals(queryArray, queryArrayStartOffset, queryArrayLength, arg2Array, arg2.getStartOffset(),
-                arg2.getLength())) {
-            resetQueryArrayAndRight(arg2Array, typeTag2, arg2);
-        } else {
-            // The query predicate remains the same. However, the count of each token should be reset to zero.
-            // Here, we visit all elements to clear the count.
-            rightHashSet.clearFoundCount();
-        }
-
-        return readLeftAndConductSearch(arg1);
-    }
-
-    private void initializeFullTextContains() {
-        // We use a hash set to store tokens from the right side (query predicate).
-        // Initialize necessary variables.
-        hashFunc = new PointableBinaryHashFunctionFactory(UTF8StringLowercaseTokenPointable.FACTORY)
-                .createBinaryHashFunction();
-        keyEntry = new BinaryEntry();
-        // Parameter: number of bucket, frame size, hashFunction, Comparator, byte array
-        // that contains the key (this array will be set later.)
-        rightHashSet = new BinaryHashSet(HASH_SET_SLOT_SIZE, HASH_SET_FRAME_SIZE, hashFunc, strLowerCaseTokenCmp, null);
-        tokenizerForLeftArray = BinaryTokenizerFactoryProvider.INSTANCE
-                .getWordTokenizerFactory(ATypeTag.STRING, false, true).createTokenizer();
-    }
-
-    void resetQueryArrayAndRight(byte[] arg2Array, ATypeTag typeTag2, IPointable arg2) throws HyracksDataException {
-        // If the right side is an (un)ordered list, we need to apply the (un)ordered list tokenizer.
-        switch (typeTag2) {
-            case ARRAY:
-                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
-                        .getWordTokenizerFactory(ATypeTag.ARRAY, false, true).createTokenizer();
-                break;
-            case MULTISET:
-                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
-                        .getWordTokenizerFactory(ATypeTag.MULTISET, false, true).createTokenizer();
-                break;
-            case STRING:
-                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
-                        .getWordTokenizerFactory(ATypeTag.STRING, false, true).createTokenizer();
-                break;
-            default:
-                break;
-        }
-
-        queryArray = arg2Array;
-        queryArrayStartOffset = arg2.getStartOffset();
-        queryArrayLength = arg2.getLength();
-
-        // Clear hash set for the search predicates.
-        rightHashSet.clear();
-        rightHashSet.setRefArray(queryArray);
-
-        // Token count in this query
-        int queryTokenCount = 0;
-        int uniqueQueryTokenCount = 0;
-
-        int numBytesToStoreLength;
-
-        // Reset the tokenizer for the given keywords in the given query
-        if (typeTag2 == ATypeTag.STRING) {
-            // How many bytes are required to store the length of the given token?
-            numBytesToStoreLength = UTF8StringUtil
-                    .getNumBytesToStoreLength(UTF8StringUtil.getUTFLength(queryArray, queryArrayStartOffset));
-            queryArrayStartOffset = queryArrayStartOffset + numBytesToStoreLength;
-            queryArrayLength = queryArrayLength - numBytesToStoreLength;
-        }
-        tokenizerForRightArray.reset(queryArray, queryArrayStartOffset, queryArrayLength);
-
-        // Create tokens from the given query predicate
-        while (tokenizerForRightArray.hasNext()) {
-            tokenizerForRightArray.next();
-            queryTokenCount++;
-
-            // Insert the starting position and the length of the current token into the hash set.
-            // We don't store the actual value of this token since we can access it via offset and length.
-            int tokenOffset = tokenizerForRightArray.getToken().getStartOffset();
-            int tokenLength = tokenizerForRightArray.getToken().getTokenLength();
-
-            // If a token comes from a string tokenizer, each token doesn't have the length data
-            // in the beginning. Instead, if a token comes from an (un)ordered list, each token has
-            // the length data in the beginning. Since KeyEntry keeps the length data
-            // as a parameter, we need to adjust token offset and length in this case.
-            // e.g., 8database <--- we only need to store the offset of 'd' and length 8.
-            if (typeTag2 == ATypeTag.ARRAY || typeTag2 == ATypeTag.MULTISET) {
-                // How many bytes are required to store the length of the given token?
-                numBytesToStoreLength = UTF8StringUtil.getNumBytesToStoreLength(
-                        UTF8StringUtil.getUTFLength(tokenizerForRightArray.getToken().getData(),
-                                tokenizerForRightArray.getToken().getStartOffset()));
-                tokenOffset = tokenOffset + numBytesToStoreLength;
-                tokenLength = tokenLength - numBytesToStoreLength;
-            }
-            keyEntry.set(tokenOffset, tokenLength);
-
-            // Check whether the given token is a phrase.
-            // Currently, for the full-text search, we don't support a phrase search yet.
-            // So, each query predicate should have only one token.
-            // The same logic should be applied in AbstractTOccurrenceSearcher() class.
-            checkWhetherFullTextPredicateIsPhrase(typeTag2, queryArray, tokenOffset, tokenLength, queryTokenCount);
-
-            // Count the number of tokens in the given query. We only count the unique tokens.
-            // We only care about the first insertion of the token into the hash set
-            // since we apply the set semantics.
-            // e.g., if a query predicate is ["database","system","database"],
-            // then "database" should be counted only once.
-            // Thus, when we find the current token (we don't increase the count in this case),
-            // it should not exist.
-            if (rightHashSet.find(keyEntry, queryArray, false) == -1) {
-                rightHashSet.put(keyEntry);
-                uniqueQueryTokenCount++;
-            }
-
-        }
-
-        // Apply the full-text search option here
-        // Based on the search mode option - "any" or "all", set the occurrence threshold of tokens.
-        setFullTextOption(argOptions, uniqueQueryTokenCount);
-    }
-
-    private void checkWhetherFullTextPredicateIsPhrase(ATypeTag typeTag, byte[] refArray, int tokenOffset,
-            int tokenLength, int queryTokenCount) throws HyracksDataException {
-        switch (typeTag) {
-            case STRING:
-                if (queryTokenCount > 1) {
-                    throw new HyracksDataException(
-                            "Phrase in Full-text search is not supported. An expression should include only one word.");
-                }
-                break;
-            case ARRAY:
-            case MULTISET:
-                for (int j = 0; j < tokenLength; j++) {
-                    if (DelimitedUTF8StringBinaryTokenizer.isSeparator((char) refArray[tokenOffset + j])) {
-                        throw new HyracksDataException(
-                                "Phrase in Full-text is not supported. An expression should include only one word."
-                                        + (char) refArray[tokenOffset + j] + " " + refArray[tokenOffset + j]);
-                    }
-                }
-                break;
-            default:
-                throw new HyracksDataException("Full-text search can be only executed on STRING or (UN)ORDERED LIST.");
-        }
-    }
-
-    /**
-     * Sets the full-text options. The odd element is an option name and the even element is the argument
-     * for that option. (e.g., argOptions[0] = "mode", argOptions[1] = "all")
-     */
-    private void setFullTextOption(IPointable[] argOptions, int uniqueQueryTokenCount) throws HyracksDataException {
-        // By default, we conduct a conjunctive search.
-        occurrenceThreshold = uniqueQueryTokenCount;
-        for (int i = 0; i < optionArgsLength; i = i + 2) {
-            // mode option
-            if (compareStrInByteArrayAndPointable(FullTextContainsDescriptor.getSearchModeOptionArray(), argOptions[i],
-                    true) == 0) {
-                if (compareStrInByteArrayAndPointable(FullTextContainsDescriptor.getDisjunctiveFTSearchOptionArray(),
-                        argOptions[i + 1], true) == 0) {
-                    // ANY
-                    occurrenceThreshold = 1;
-                } else if (compareStrInByteArrayAndPointable(
-                        FullTextContainsDescriptor.getConjunctiveFTSearchOptionArray(), argOptions[i + 1], true) == 0) {
-                    // ALL
-                    occurrenceThreshold = uniqueQueryTokenCount;
-                }
-            }
-        }
-    }
-
-    boolean readLeftAndConductSearch(IPointable arg1) throws HyracksDataException {
-        // Now, we traverse the left side (document field) and tokenize the array and check whether each token
-        // exists in the hash set. If it's the first time we find it, we increase foundCount.
-        // As soon as foundCount is greater than occurrenceThreshold, we return true and stop.
-        int foundCount = 0;
-
-        // The left side: field (document)
-        // Resets the tokenizer for the given keywords in a document.
-
-        // How many bytes are required to store the length of the given string?
-        int numBytesToStoreLength = UTF8StringUtil
-                .getNumBytesToStoreLength(UTF8StringUtil.getUTFLength(arg1.getByteArray(), arg1.getStartOffset()));
-        int startOffset = arg1.getStartOffset() + numBytesToStoreLength;
-        int length = arg1.getLength() - numBytesToStoreLength;
-
-        tokenizerForLeftArray.reset(arg1.getByteArray(), startOffset, length);
-
-        // Creates tokens from a field in the left side (document)
-        while (tokenizerForLeftArray.hasNext()) {
-            tokenizerForLeftArray.next();
-
-            // Records the starting position and the length of the current token.
-            keyEntry.set(tokenizerForLeftArray.getToken().getStartOffset(),
-                    tokenizerForLeftArray.getToken().getTokenLength());
-
-            // Checks whether this token exists in the query hash-set.
-            // We don't count multiple occurrence of a token now.
-            // So, finding the same query predicate twice will not be counted as a found.
-            if (rightHashSet.find(keyEntry, arg1.getByteArray(), true) == 1) {
-                foundCount++;
-                if (foundCount >= occurrenceThreshold) {
-                    return true;
-                }
-            }
-        }
-
-        // Traversed all tokens. However, the count is not greater than the threshold.
-        return false;
-    }
-
-    private int compareStrInByteArrayAndPointable(byte[] left, IPointable right, boolean rightTypeTagIncluded)
-            throws HyracksDataException {
-        int rightTypeTagLength = rightTypeTagIncluded ? 1 : 0;
-
-        return strLowerCaseCmp.compare(left, 0, left.length, right.getByteArray(),
-                right.getStartOffset() + rightTypeTagLength, right.getLength() - rightTypeTagLength);
-    }
-
-    /**
-     * Checks the argument types. The argument1 should be a string.
-     * The argument2 should be a string or an (un)ordered list.
-     */
-    protected boolean checkArgTypes(ATypeTag typeTag1, ATypeTag typeTag2) throws HyracksDataException {
-        if ((typeTag1 != ATypeTag.STRING) || (typeTag2 != ATypeTag.ARRAY && typeTag2 != ATypeTag.MULTISET
-                && !ATypeHierarchy.isCompatible(typeTag1, typeTag2))) {
-            return false;
-        }
-        return true;
-    }
-
-    /**
-     * Checks whether the content of the given two arrays are equal.
-     * The code is utilizing the Arrays.equals() code. The difference is that
-     * this method only compares the certain portion of each array.
-     */
-    private static boolean partOfArrayEquals(byte[] array1, int start1, int length1, byte[] array2, int start2,
-            int length2) {
-        // Sanity check
-        if (length1 != length2 || array1 == null || array2 == null) {
-            return false;
-        }
-
-        if (array1 == array2 && start1 == start2 && length1 == length2) {
-            return true;
-        }
-
-        int offset = 0;
-        while (offset < length1) {
-            if (array1[start1 + offset] != array2[start2 + offset]) {
-                return false;
-            }
-            offset++;
-        }
-
-        return true;
-    }
-
-}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsFunctionEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsFunctionEvaluator.java
new file mode 100644
index 0000000..fce2061
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/FullTextContainsFunctionEvaluator.java
@@ -0,0 +1,492 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.common;
+
+import java.io.DataOutput;
+
+import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
+import org.apache.asterix.formats.nontagged.BinaryTokenizerFactoryProvider;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.ANull;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.functions.FullTextContainsFunctionDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.ErrorCode;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.TaggedValuePointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringLowercaseTokenPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.data.std.util.BinaryEntry;
+import org.apache.hyracks.data.std.util.BinaryHashSet;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class FullTextContainsFunctionEvaluator implements IScalarEvaluator {
+
+    // assuming type indicator in serde format
+    protected static final int TYPE_INDICATOR_SIZE = 1;
+
+    protected final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    protected final DataOutput out = resultStorage.getDataOutput();
+    protected final TaggedValuePointable argLeft = TaggedValuePointable.FACTORY.createPointable();
+    protected final TaggedValuePointable argRight = TaggedValuePointable.FACTORY.createPointable();
+    protected TaggedValuePointable[] argOptions;
+    protected final IScalarEvaluator evalLeft;
+    protected final IScalarEvaluator evalRight;
+    protected IScalarEvaluator[] evalOptions;
+    protected IPointable outLeft = VoidPointable.FACTORY.createPointable();
+    protected IPointable outRight = VoidPointable.FACTORY.createPointable();
+    protected IPointable[] outOptions;
+    protected int optionArgsLength;
+    // By default, we conduct a conjunctive search.
+    protected FullTextContainsFunctionDescriptor.SearchMode mode = FullTextContainsFunctionDescriptor.SearchMode.ALL;
+
+    // To conduct a full-text search, we convert all strings to the lower case.
+    // In addition, since each token does not include the length information (2 bytes) in the beginning,
+    // We need to have a different binary comparator that is different from a standard string comparator.
+    // i.e. A token comparator that receives the length of a token as a parameter.
+    private final IBinaryComparator strLowerCaseTokenCmp =
+            BinaryComparatorFactoryProvider.UTF8STRING_LOWERCASE_TOKEN_POINTABLE_INSTANCE.createBinaryComparator();
+    private final IBinaryComparator strLowerCaseCmp =
+            BinaryComparatorFactoryProvider.UTF8STRING_LOWERCASE_POINTABLE_INSTANCE.createBinaryComparator();
+
+    private IFullTextConfigEvaluator ftEvaluatorLeft;
+    private IFullTextConfigEvaluator ftEvaluatorRight;
+
+    // Case insensitive hash for full-text search
+    private IBinaryHashFunction hashFunc = null;
+
+    // keyEntry used in the hash-set
+    private BinaryEntry keyEntry = null;
+
+    // Parameter: number of bucket, frame size, hashFunction, Comparator, byte
+    // array that contains the key
+    private BinaryHashSet rightHashSet = null;
+
+    // Keeps the query array. This is used to check whether the query predicate has been changed (e.g., join case)
+    private byte[] queryArray = null;
+    private int queryArrayStartOffset = -1;
+    private int queryArrayLength = -1;
+
+    // If the following is 1, then we will do a disjunctive search.
+    // Else if it is equal to the number of tokens, then we will do a conjunctive search.
+    private int occurrenceThreshold = 1;
+
+    static final int HASH_SET_SLOT_SIZE = 101;
+    static final int HASH_SET_FRAME_SIZE = 32768;
+
+    @SuppressWarnings("unchecked")
+    protected ISerializerDeserializer<ABoolean> serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
+    @SuppressWarnings("unchecked")
+    protected ISerializerDeserializer<ANull> nullSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
+
+    public FullTextContainsFunctionEvaluator(IScalarEvaluatorFactory[] args, IEvaluatorContext context,
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory) throws HyracksDataException {
+
+        evalLeft = args[0].createScalarEvaluator(context);
+        evalRight = args[1].createScalarEvaluator(context);
+        optionArgsLength = args.length - 2;
+        this.evalOptions = new IScalarEvaluator[optionArgsLength];
+        this.outOptions = new IPointable[optionArgsLength];
+        this.argOptions = new TaggedValuePointable[optionArgsLength];
+
+        // We need to have two dedicated ftEvaluatorLeft and ftEvaluatorRight to let them have dedicated tokenizers.
+        //
+        // ftEvaluatorLeft and ftEvaluatorRight are shared by multiple threads on the NC node,
+        // so each thread needs a local copy of them here
+        this.ftEvaluatorLeft = fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
+        this.ftEvaluatorRight = fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
+
+        for (int i = 0; i < optionArgsLength; i++) {
+            this.evalOptions[i] = args[i + 2].createScalarEvaluator(context);
+            this.outOptions[i] = VoidPointable.FACTORY.createPointable();
+            this.argOptions[i] = TaggedValuePointable.FACTORY.createPointable();
+        }
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        boolean isReturnNull = false;
+        resultStorage.reset();
+
+        evalLeft.evaluate(tuple, argLeft);
+        evalRight.evaluate(tuple, argRight);
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, argLeft, argRight)) {
+            if (result.getByteArray()[0] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
+                return;
+            }
+
+            // null value, but check other arguments for missing first (higher priority)
+            isReturnNull = true;
+        }
+
+        argLeft.getValue(outLeft);
+        argRight.getValue(outRight);
+
+        for (int i = 0; i < optionArgsLength; i++) {
+            evalOptions[i].evaluate(tuple, argOptions[i]);
+
+            if (PointableHelper.checkAndSetMissingOrNull(result, argOptions[i])) {
+                if (result.getByteArray()[0] == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
+                    return;
+                }
+
+                // null value, but check other arguments for missing first (higher priority)
+                isReturnNull = true;
+            }
+
+            argOptions[i].getValue(outOptions[i]);
+        }
+
+        if (isReturnNull) {
+            PointableHelper.setNull(result);
+            return;
+        }
+
+        ATypeTag typeTag1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(argLeft.getTag());
+        ATypeTag typeTag2 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(argRight.getTag());
+
+        // Checks whether two appropriate types are provided or not. If not, null will be written.
+        if (!checkArgTypes(typeTag1, typeTag2)) {
+            try {
+                nullSerde.serialize(ANull.NULL, out);
+            } catch (HyracksDataException e) {
+                throw HyracksDataException.create(e);
+            }
+            result.set(resultStorage);
+            return;
+        }
+
+        try {
+            ABoolean b = fullTextContainsWithArg(typeTag2, argLeft, argRight) ? ABoolean.TRUE : ABoolean.FALSE;
+            serde.serialize(b, out);
+        } catch (AlgebricksException e) {
+            throw new HyracksDataException(ErrorCode.ERROR_PROCESSING_TUPLE, e);
+        }
+
+        result.set(resultStorage);
+    }
+
+    /**
+     * Conducts a full-text search. The basic logic is as follows.
+     * 1) Tokenizes the given query predicate(s). Puts them into a hash set.
+     * 2) Tokenizes the given field. For each token, checks whether the hash set contains it.
+     * If so, increase foundCount for a newly found token.
+     * 3) As soon as the foundCount becomes the given threshold, stops the search and returns true.
+     * After traversing all tokens and still the foundCount is less than the given threshold, then returns false.
+     */
+    private boolean fullTextContainsWithArg(ATypeTag typeTag2, IPointable arg1, IPointable arg2)
+            throws HyracksDataException, AlgebricksException {
+        // The main logic
+
+        // Since a fulltext search form is "ftcontains(X,Y,options)",
+        // X (document) is the left side and Y (query predicate) is the right side.
+
+        setFullTextOption(argOptions);
+
+        // Initialize variables that are required to conduct full-text search. (e.g., hash-set, tokenizer ...)
+        if (rightHashSet == null) {
+            initializeFullTextContains();
+        }
+
+        // Type tag checking is already done in the previous steps.
+        // So we directly conduct the full-text search process.
+        // The right side contains the query predicates
+        byte[] arg2Array = arg2.getByteArray();
+
+        // Checks whether a new query predicate is introduced.
+        // If not, we can re-use the query predicate array we have already created.
+        if (!partOfArrayEquals(queryArray, queryArrayStartOffset, queryArrayLength, arg2Array, arg2.getStartOffset(),
+                arg2.getLength())) {
+            resetQueryArrayAndRight(arg2Array, typeTag2, arg2);
+        } else {
+            // The query predicate remains the same. However, the count of each token should be reset to zero.
+            // Here, we visit all elements to clear the count.
+            rightHashSet.clearFoundCount();
+        }
+
+        return readLeftAndConductSearch(arg1);
+    }
+
+    private void initializeFullTextContains() {
+        // We use a hash set to store tokens from the right side (query predicate).
+        // Initialize necessary variables.
+        hashFunc = new PointableBinaryHashFunctionFactory(UTF8StringLowercaseTokenPointable.FACTORY)
+                .createBinaryHashFunction();
+        keyEntry = new BinaryEntry();
+        // Parameter: number of bucket, frame size, hashFunction, Comparator, byte array
+        // that contains the key (this array will be set later.)
+        rightHashSet = new BinaryHashSet(HASH_SET_SLOT_SIZE, HASH_SET_FRAME_SIZE, hashFunc, strLowerCaseTokenCmp, null);
+        IBinaryTokenizer tokenizerForLeftArray = BinaryTokenizerFactoryProvider.INSTANCE
+                .getWordTokenizerFactory(ATypeTag.STRING, true, true).createTokenizer();
+        ftEvaluatorLeft.setTokenizer(tokenizerForLeftArray);
+    }
+
+    void resetQueryArrayAndRight(byte[] arg2Array, ATypeTag typeTag2, IPointable arg2) throws HyracksDataException {
+
+        IBinaryTokenizer tokenizerForRightArray = null;
+        // If the right side is an (un)ordered list, we need to apply the (un)ordered list tokenizer.
+        switch (typeTag2) {
+            case ARRAY:
+                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
+                        .getWordTokenizerFactory(ATypeTag.ARRAY, false, true).createTokenizer();
+                break;
+            case MULTISET:
+                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
+                        .getWordTokenizerFactory(ATypeTag.MULTISET, false, true).createTokenizer();
+                break;
+            case STRING:
+                tokenizerForRightArray = BinaryTokenizerFactoryProvider.INSTANCE
+                        .getWordTokenizerFactory(ATypeTag.STRING, false, true).createTokenizer();
+                break;
+            default:
+                break;
+        }
+        ftEvaluatorRight.setTokenizer(tokenizerForRightArray);
+
+        queryArray = arg2Array;
+        queryArrayStartOffset = arg2.getStartOffset();
+        queryArrayLength = arg2.getLength();
+
+        // Clear hash set for the search predicates.
+        rightHashSet.clear();
+        rightHashSet.setRefArray(queryArray);
+
+        // Token count in this query
+        int queryTokenCount = 0;
+        int uniqueQueryTokenCount = 0;
+
+        int numBytesToStoreLength;
+
+        // Reset the tokenizer for the given keywords in the given query
+        if (typeTag2 == ATypeTag.STRING) {
+            // How many bytes are required to store the length of the given token?
+            numBytesToStoreLength = UTF8StringUtil
+                    .getNumBytesToStoreLength(UTF8StringUtil.getUTFLength(queryArray, queryArrayStartOffset));
+            queryArrayStartOffset = queryArrayStartOffset + numBytesToStoreLength;
+            queryArrayLength = queryArrayLength - numBytesToStoreLength;
+        }
+        ftEvaluatorRight.reset(queryArray, queryArrayStartOffset, queryArrayLength);
+
+        // Create tokens from the given query predicate
+        while (ftEvaluatorRight.hasNext()) {
+            ftEvaluatorRight.next();
+            queryTokenCount++;
+
+            IToken token = ftEvaluatorRight.getToken();
+            // Insert the starting position and the length of the current token into the hash set.
+            // We don't store the actual value of this token since we can access it via offset and length.
+            int tokenOffset = token.getStartOffset();
+            int tokenLength = token.getTokenLength();
+
+            // If a token comes from a string tokenizer, each token doesn't have the length data
+            // in the beginning. Instead, if a token comes from an (un)ordered list, each token has
+            // the length data in the beginning. Since KeyEntry keeps the length data
+            // as a parameter, we need to adjust token offset and length in this case.
+            // e.g., 8database <--- we only need to store the offset of 'd' and length 8.
+            if (typeTag2 == ATypeTag.ARRAY || typeTag2 == ATypeTag.MULTISET) {
+                // How many bytes are required to store the length of the given token?
+                numBytesToStoreLength = UTF8StringUtil
+                        .getNumBytesToStoreLength(UTF8StringUtil.getUTFLength(token.getData(), token.getStartOffset()));
+                tokenOffset = tokenOffset + numBytesToStoreLength;
+                tokenLength = tokenLength - numBytesToStoreLength;
+            }
+            keyEntry.set(tokenOffset, tokenLength);
+
+            // Check whether the given token is a phrase.
+            // Currently, for the full-text search, we don't support a phrase search yet.
+            // So, each query predicate should have only one token.
+            // The same logic should be applied in AbstractTOccurrenceSearcher() class.
+            checkWhetherFullTextPredicateIsPhrase(typeTag2, token.getData(), tokenOffset, tokenLength, queryTokenCount);
+
+            // Count the number of tokens in the given query. We only count the unique tokens.
+            // We only care about the first insertion of the token into the hash set
+            // since we apply the set semantics.
+            // e.g., if a query predicate is ["database","system","database"],
+            // then "database" should be counted only once.
+            // Thus, when we find the current token (we don't increase the count in this case),
+            // it should not exist.
+            if (rightHashSet.find(keyEntry, queryArray, false) == -1) {
+                rightHashSet.setRefArray(token.getData());
+                rightHashSet.put(keyEntry);
+                uniqueQueryTokenCount++;
+            }
+        }
+
+        // Based on the search mode option - "any" or "all", set the occurrence threshold of tokens.
+        if (mode == FullTextContainsFunctionDescriptor.SearchMode.ANY) {
+            occurrenceThreshold = 1;
+        } else {
+            occurrenceThreshold = uniqueQueryTokenCount;
+        }
+    }
+
+    private void checkWhetherFullTextPredicateIsPhrase(ATypeTag typeTag, byte[] refArray, int tokenOffset,
+            int tokenLength, int queryTokenCount) throws HyracksDataException {
+        switch (typeTag) {
+            case STRING:
+                if (queryTokenCount > 1) {
+                    throw new HyracksDataException(
+                            "Phrase in Full-text search is not supported. An expression should include only one word.");
+                }
+                break;
+            case ARRAY:
+            case MULTISET:
+                for (int j = 0; j < tokenLength; j++) {
+                    if (DelimitedUTF8StringBinaryTokenizer.isSeparator((char) refArray[tokenOffset + j])) {
+                        throw new HyracksDataException(
+                                "Phrase in Full-text is not supported. An expression should include only one word."
+                                        + (char) refArray[tokenOffset + j] + " " + refArray[tokenOffset + j]);
+                    }
+                }
+                break;
+            default:
+                throw new HyracksDataException("Full-text search can be only executed on STRING or (UN)ORDERED LIST.");
+        }
+    }
+
+    /**
+     * Sets the full-text options. The odd element is an option name and the even element is the argument
+     * for that option. (e.g., argOptions[0] = "mode", argOptions[1] = "all")
+     */
+    private void setFullTextOption(IPointable[] argOptions) throws HyracksDataException {
+        // Maybe using a JSON parser here can make things easier?
+        for (int i = 0; i < optionArgsLength; i = i + 2) {
+            // mode option
+            if (compareStrInByteArrayAndPointable(FullTextContainsFunctionDescriptor.getSearchModeOptionArray(),
+                    argOptions[i], true) == 0) {
+                if (compareStrInByteArrayAndPointable(
+                        FullTextContainsFunctionDescriptor.getDisjunctiveFTSearchOptionArray(), argOptions[i + 1],
+                        true) == 0) {
+                    // ANY
+                    mode = FullTextContainsFunctionDescriptor.SearchMode.ANY;
+                } else if (compareStrInByteArrayAndPointable(
+                        FullTextContainsFunctionDescriptor.getConjunctiveFTSearchOptionArray(), argOptions[i + 1],
+                        true) == 0) {
+                    // ALL
+                    mode = FullTextContainsFunctionDescriptor.SearchMode.ALL;
+                }
+            }
+        }
+    }
+
+    boolean readLeftAndConductSearch(IPointable arg1) throws HyracksDataException {
+        // Now, we traverse the left side (document field) and tokenize the array and check whether each token
+        // exists in the hash set. If it's the first time we find it, we increase foundCount.
+        // As soon as foundCount is greater than occurrenceThreshold, we return true and stop.
+        int foundCount = 0;
+
+        // The left side: field (document)
+        // Resets the tokenizer for the given keywords in a document.
+
+        ftEvaluatorLeft.reset(arg1.getByteArray(), arg1.getStartOffset(), arg1.getLength());
+
+        // Creates tokens from a field in the left side (document)
+        while (ftEvaluatorLeft.hasNext()) {
+            ftEvaluatorLeft.next();
+
+            IToken token = ftEvaluatorLeft.getToken();
+            // Records the starting position and the length of the current token.
+            keyEntry.set(token.getStartOffset(), token.getTokenLength());
+
+            // Checks whether this token exists in the query hash-set.
+            // We don't count multiple occurrence of a token now.
+            // So, finding the same query predicate twice will not be counted as a found.
+            if (rightHashSet.find(keyEntry, token.getData(), true) == 1) {
+                foundCount++;
+                if (foundCount >= occurrenceThreshold) {
+                    return true;
+                }
+            }
+        }
+
+        // Traversed all tokens. However, the count is not greater than the threshold.
+        return false;
+    }
+
+    private int compareStrInByteArrayAndPointable(byte[] left, IPointable right, boolean rightTypeTagIncluded)
+            throws HyracksDataException {
+        int rightTypeTagLength = rightTypeTagIncluded ? 1 : 0;
+
+        return strLowerCaseCmp.compare(left, 0, left.length, right.getByteArray(),
+                right.getStartOffset() + rightTypeTagLength, right.getLength() - rightTypeTagLength);
+    }
+
+    /**
+     * Checks the argument types. The argument1 should be a string.
+     * The argument2 should be a string or an (un)ordered list.
+     */
+    protected boolean checkArgTypes(ATypeTag typeTag1, ATypeTag typeTag2) throws HyracksDataException {
+        if ((typeTag1 != ATypeTag.STRING) || (typeTag2 != ATypeTag.ARRAY && typeTag2 != ATypeTag.MULTISET
+                && !ATypeHierarchy.isCompatible(typeTag1, typeTag2))) {
+            return false;
+        }
+        return true;
+    }
+
+    /**
+     * Checks whether the content of the given two arrays are equal.
+     * The code is utilizing the Arrays.equals() code. The difference is that
+     * this method only compares the certain portion of each array.
+     */
+    private static boolean partOfArrayEquals(byte[] array1, int start1, int length1, byte[] array2, int start2,
+            int length2) {
+        // Sanity check
+        if (length1 != length2 || array1 == null || array2 == null) {
+            return false;
+        }
+
+        if (array1 == array2 && start1 == start2 && length1 == length2) {
+            return true;
+        }
+
+        int offset = 0;
+        while (offset < length1) {
+            if (array1[start1 + offset] != array2[start2 + offset]) {
+                return false;
+            }
+            offset++;
+        }
+
+        return true;
+    }
+
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/ListAccessor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/ListAccessor.java
index e834522..67d4808 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/ListAccessor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/ListAccessor.java
@@ -98,6 +98,10 @@
         }
     }
 
+    public ATypeTag getItemTypeAt(int itemIndex) throws HyracksDataException {
+        return getItemType(getItemOffset(itemIndex));
+    }
+
     public void writeItem(int itemIndex, DataOutput dos) throws IOException {
         int itemOffset = getItemOffset(itemIndex);
         int itemLength = getItemLength(itemOffset);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/NumberUtils.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/NumberUtils.java
index 5fd7892..d4cce79 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/NumberUtils.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/NumberUtils.java
@@ -20,8 +20,14 @@
 package org.apache.asterix.runtime.evaluators.common;
 
 import org.apache.asterix.om.base.AMutableDouble;
+import org.apache.asterix.om.base.AMutableFloat;
+import org.apache.asterix.om.base.AMutableInt16;
+import org.apache.asterix.om.base.AMutableInt32;
 import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.AMutableInt8;
+import org.apache.commons.lang3.mutable.MutableBoolean;
 import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.util.StringUtil;
 
 /**
  * Utility methods for number handling
@@ -66,36 +72,77 @@
     }
 
     /**
-     * Parses string as bigint
+     * Parses string as float
      * @param textPtr input string
      * @param result placeholder for the result
      * @return {@code true} if parsing was successful, {@code false} otherwise
      */
-    public static boolean parseInt64(UTF8StringPointable textPtr, AMutableInt64 result) {
+    public static boolean parseFloat(UTF8StringPointable textPtr, AMutableFloat result) {
+        float v;
+        if (POSITIVE_INF.compareTo(textPtr) == 0) {
+            v = Float.POSITIVE_INFINITY;
+        } else if (NEGATIVE_INF.compareTo(textPtr) == 0) {
+            v = Float.NEGATIVE_INFINITY;
+        } else if (NAN.compareTo(textPtr) == 0) {
+            v = Float.NaN;
+        } else {
+            try {
+                v = Float.parseFloat(textPtr.toString());
+            } catch (NumberFormatException e) {
+                return false;
+            }
+        }
+        result.setValue(v);
+        return true;
+    }
+
+    /**
+     * Parses string as bigint
+     * @param textPtr input string
+     * @param result placeholder for the result
+     * @param maybeNumeric if parsing was unsuccessful indicates whether the input string might
+     *                     contain a non-integer numeric value
+     * @return {@code true} if parsing was successful, {@code false} otherwise
+     */
+    public static boolean parseInt64(UTF8StringPointable textPtr, AMutableInt64 result, MutableBoolean maybeNumeric) {
         byte[] bytes = textPtr.getByteArray();
         int offset = textPtr.getCharStartOffset();
+        int end = textPtr.getStartOffset() + textPtr.getLength();
+        return parseInt64(bytes, offset, end, StringUtil.getByteArrayAsCharAccessor(), result, maybeNumeric);
+    }
+
+    public static <T> boolean parseInt64(T input, int begin, int end, StringUtil.ICharAccessor<T> charAccessor,
+            AMutableInt64 result, MutableBoolean maybeNumeric) {
+        if (maybeNumeric != null) {
+            maybeNumeric.setFalse();
+        }
+        int offset = begin;
         //accumulating value in negative domain
         //otherwise Long.MIN_VALUE = -(Long.MAX_VALUE + 1) would have caused overflow
         long value = 0;
         boolean positive = true;
         long limit = -Long.MAX_VALUE;
-        if (bytes[offset] == '+') {
+        char c = charAccessor.charAt(input, offset);
+        if (c == '+') {
             offset++;
-        } else if (bytes[offset] == '-') {
+        } else if (c == '-') {
             offset++;
             positive = false;
             limit = Long.MIN_VALUE;
         }
-        int end = textPtr.getStartOffset() + textPtr.getLength();
         for (; offset < end; offset++) {
             int digit;
-            if (bytes[offset] >= '0' && bytes[offset] <= '9') {
+            c = charAccessor.charAt(input, offset);
+            if (c >= '0' && c <= '9') {
                 value *= 10;
-                digit = bytes[offset] - '0';
-            } else if (bytes[offset] == 'i' && bytes[offset + 1] == '6' && bytes[offset + 2] == '4'
-                    && offset + 3 == end) {
+                digit = c - '0';
+            } else if (c == 'i' && charAccessor.charAt(input, offset + 1) == '6'
+                    && charAccessor.charAt(input, offset + 2) == '4' && offset + 3 == end) {
                 break;
             } else {
+                if (maybeNumeric != null) {
+                    maybeNumeric.setValue(isNumericNonDigitOrSignChar(c));
+                }
                 return false;
             }
             if (value < limit + digit) {
@@ -109,7 +156,173 @@
         if (value < 0 && positive) {
             value *= -1;
         }
+        result.setValue(value);
+        return true;
+    }
 
+    /**
+     * Parses string as integer
+     * @param textPtr input string
+     * @param result placeholder for the result
+     * @param maybeNumeric if parsing was unsuccessful indicates whether the input string might
+     *                     contain a non-integer numeric value
+     * @return {@code true} if parsing was successful, {@code false} otherwise
+     */
+    public static boolean parseInt32(UTF8StringPointable textPtr, AMutableInt32 result, MutableBoolean maybeNumeric) {
+        if (maybeNumeric != null) {
+            maybeNumeric.setFalse();
+        }
+        byte[] bytes = textPtr.getByteArray();
+        int offset = textPtr.getCharStartOffset();
+        //accumulating value in negative domain
+        //otherwise Integer.MIN_VALUE = -(Integer.MAX_VALUE + 1) would have caused overflow
+        int value = 0;
+        boolean positive = true;
+        int limit = -Integer.MAX_VALUE;
+        if (bytes[offset] == '+') {
+            offset++;
+        } else if (bytes[offset] == '-') {
+            offset++;
+            positive = false;
+            limit = Integer.MIN_VALUE;
+        }
+        int end = textPtr.getStartOffset() + textPtr.getLength();
+        for (; offset < end; offset++) {
+            int digit;
+            if (bytes[offset] >= '0' && bytes[offset] <= '9') {
+                value *= 10;
+                digit = bytes[offset] - '0';
+            } else if (bytes[offset] == 'i' && bytes[offset + 1] == '3' && bytes[offset + 2] == '2'
+                    && offset + 3 == end) {
+                break;
+            } else {
+                if (maybeNumeric != null) {
+                    maybeNumeric.setValue(isNumericNonDigitOrSignChar(bytes[offset]));
+                }
+                return false;
+            }
+            if (value < limit + digit) {
+                return false;
+            }
+            value -= digit;
+        }
+        if (value > 0) {
+            return false;
+        }
+        if (value < 0 && positive) {
+            value *= -1;
+        }
+        result.setValue(value);
+        return true;
+    }
+
+    /**
+     * Parses string as smallint
+     * @param textPtr input string
+     * @param result placeholder for the result
+     * @param maybeNumeric if parsing was unsuccessful indicates whether the input string might
+     *                     contain a non-integer numeric value
+     * @return {@code true} if parsing was successful, {@code false} otherwise
+     */
+    public static boolean parseInt16(UTF8StringPointable textPtr, AMutableInt16 result, MutableBoolean maybeNumeric) {
+        if (maybeNumeric != null) {
+            maybeNumeric.setFalse();
+        }
+        byte[] bytes = textPtr.getByteArray();
+        int offset = textPtr.getCharStartOffset();
+        //accumulating value in negative domain
+        //otherwise Short.MIN_VALUE = -(Short.MAX_VALUE + 1) would have caused overflow
+        short value = 0;
+        boolean positive = true;
+        short limit = -Short.MAX_VALUE;
+        if (bytes[offset] == '+') {
+            offset++;
+        } else if (bytes[offset] == '-') {
+            offset++;
+            positive = false;
+            limit = Short.MIN_VALUE;
+        }
+        int end = textPtr.getStartOffset() + textPtr.getLength();
+        for (; offset < end; offset++) {
+            int digit;
+            if (bytes[offset] >= '0' && bytes[offset] <= '9') {
+                value = (short) (value * 10);
+                digit = bytes[offset] - '0';
+            } else if (bytes[offset] == 'i' && bytes[offset + 1] == '1' && bytes[offset + 2] == '6'
+                    && offset + 3 == end) {
+                break;
+            } else {
+                if (maybeNumeric != null) {
+                    maybeNumeric.setValue(isNumericNonDigitOrSignChar(bytes[offset]));
+                }
+                return false;
+            }
+            if (value < limit + digit) {
+                return false;
+            }
+            value = (short) (value - digit);
+        }
+        if (value > 0) {
+            return false;
+        }
+        if (value < 0 && positive) {
+            value *= -1;
+        }
+        result.setValue(value);
+        return true;
+    }
+
+    /**
+     * Parses string as tinyint
+     * @param textPtr input string
+     * @param result placeholder for the result
+     * @param maybeNumeric if parsing was unsuccessful indicates whether the input string might
+     *                     contain a non-integer numeric value
+     * @return {@code true} if parsing was successful, {@code false} otherwise
+     */
+    public static boolean parseInt8(UTF8StringPointable textPtr, AMutableInt8 result, MutableBoolean maybeNumeric) {
+        if (maybeNumeric != null) {
+            maybeNumeric.setFalse();
+        }
+        byte[] bytes = textPtr.getByteArray();
+        int offset = textPtr.getCharStartOffset();
+        //accumulating value in negative domain
+        //otherwise Byte.MIN_VALUE = -(Byte.MAX_VALUE + 1) would have caused overflow
+        byte value = 0;
+        boolean positive = true;
+        byte limit = -Byte.MAX_VALUE;
+        if (bytes[offset] == '+') {
+            offset++;
+        } else if (bytes[offset] == '-') {
+            offset++;
+            positive = false;
+            limit = Byte.MIN_VALUE;
+        }
+        int end = textPtr.getStartOffset() + textPtr.getLength();
+        for (; offset < end; offset++) {
+            int digit;
+            if (bytes[offset] >= '0' && bytes[offset] <= '9') {
+                value = (byte) (value * 10);
+                digit = bytes[offset] - '0';
+            } else if (bytes[offset] == 'i' && bytes[offset + 1] == '8' && offset + 2 == end) {
+                break;
+            } else {
+                if (maybeNumeric != null) {
+                    maybeNumeric.setValue(isNumericNonDigitOrSignChar(bytes[offset]));
+                }
+                return false;
+            }
+            if (value < limit + digit) {
+                return false;
+            }
+            value = (byte) (value - digit);
+        }
+        if (value > 0) {
+            return false;
+        }
+        if (value < 0 && positive) {
+            value *= -1;
+        }
         result.setValue(value);
         return true;
     }
@@ -161,4 +374,21 @@
             return false;
         }
     }
+
+    private static boolean isNumericNonDigitOrSignChar(char v) {
+        switch (v) {
+            case '.':
+            case 'E':
+            case 'e':
+            case 'I': // INF
+            case 'N': // NaN
+                return true;
+            default:
+                return false;
+        }
+    }
+
+    private static boolean isNumericNonDigitOrSignChar(byte v) {
+        return isNumericNonDigitOrSignChar((char) v);
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/SpatialUtils.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/SpatialUtils.java
index 7eb7358..192cf95 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/SpatialUtils.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/common/SpatialUtils.java
@@ -21,6 +21,7 @@
 import org.apache.asterix.dataflow.data.nontagged.Coordinate;
 import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.APolygonSerializerDeserializer;
+import org.apache.asterix.om.base.ARectangle;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 
 public class SpatialUtils {
@@ -177,4 +178,18 @@
     public static void setTriangleYCoordinate(DoubleArray trianglesY, int triangleId, int point, double value) {
         trianglesY.get()[triangleId * 3 + point] = value;
     }
+
+    public static boolean intersects(ARectangle rect1, ARectangle rect2) {
+        // If one rectangle is on left side of other
+        if ((rect1.getP1().getX() > rect2.getP2().getX()) || (rect2.getP1().getX() > rect1.getP2().getX())) {
+            return false;
+        }
+
+        // If one rectangle is above other
+        if ((rect1.getP1().getY() > rect2.getP2().getY()) || (rect2.getP1().getY() > rect1.getP2().getY())) {
+            return false;
+        }
+
+        return true;
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringConstructorDescriptor.java
index d2f7665..479d603 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringConstructorDescriptor.java
@@ -19,8 +19,8 @@
 package org.apache.asterix.runtime.evaluators.constructors;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.base.AMutableBinary;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -28,17 +28,14 @@
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.dataflow.common.data.parsers.ByteArrayBase64ParserFactory;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.util.bytes.Base64Parser;
 
 @MissingNullInOutFunction
 public class ABinaryBase64StringConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ABinaryBase64StringConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ABinaryBase64StringConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -47,8 +44,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new ABinaryHexStringConstructorDescriptor.ABinaryConstructorEvaluator(args[0],
-                        ByteArrayBase64ParserFactory.INSTANCE, ctx, sourceLoc);
+                return new ABinaryBase64StringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc);
             }
         };
     }
@@ -57,4 +53,31 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.BINARY_BASE64_CONSTRUCTOR;
     }
+
+    protected static class ABinaryBase64StringConstructorEvaluator extends AbstractBinaryConstructorEvaluator {
+
+        private final Base64Parser parser = new Base64Parser();
+
+        protected ABinaryBase64StringConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+                SourceLocation sourceLoc) {
+            super(ctx, inputEval, sourceLoc);
+        }
+
+        @Override
+        protected boolean parseBinary(UTF8StringPointable textPtr, AMutableBinary result) {
+            try {
+                parser.generatePureByteArrayFromBase64String(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                        textPtr.getUTF8Length());
+            } catch (IllegalArgumentException e) {
+                return false;
+            }
+            result.setValue(parser.getByteArray(), 0, parser.getLength());
+            return true;
+        }
+
+        @Override
+        protected FunctionIdentifier getIdentifier() {
+            return BuiltinFunctions.BINARY_BASE64_CONSTRUCTOR;
+        }
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..02a03d3
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryBase64StringDefaultNullConstructorDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ABinaryBase64StringDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ABinaryBase64StringDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new ABinaryBase64StringConstructorDescriptor.ABinaryBase64StringConstructorEvaluator(ctx,
+                        args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ABinaryBase64StringDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.BINARY_BASE64_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryHexStringConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryHexStringConstructorDescriptor.java
index 505b650..404258a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryHexStringConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABinaryHexStringConstructorDescriptor.java
@@ -19,42 +19,23 @@
 
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.base.AMutableBinary;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.api.exceptions.SourceLocation;
-import org.apache.hyracks.data.std.api.IPointable;
 import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-import org.apache.hyracks.dataflow.common.data.parsers.ByteArrayHexParserFactory;
-import org.apache.hyracks.dataflow.common.data.parsers.IValueParser;
-import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.util.bytes.HexParser;
 
 @MissingNullInOutFunction
 public class ABinaryHexStringConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ABinaryHexStringConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ABinaryHexStringConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -63,7 +44,26 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new ABinaryConstructorEvaluator(args[0], ByteArrayHexParserFactory.INSTANCE, ctx, sourceLoc);
+                return new AbstractBinaryConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+                    private final HexParser parser = new HexParser();
+
+                    @Override
+                    protected boolean parseBinary(UTF8StringPointable textPtr, AMutableBinary result) {
+                        try {
+                            parser.generateByteArrayFromHexString(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                                    textPtr.getUTF8Length());
+                        } catch (IllegalArgumentException e) {
+                            return false;
+                        }
+                        result.setValue(parser.getByteArray(), 0, parser.getLength());
+                        return true;
+                    }
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ABinaryHexStringConstructorDescriptor.this.getIdentifier();
+                    }
+                };
             }
         };
     }
@@ -72,59 +72,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.BINARY_HEX_CONSTRUCTOR;
     }
-
-    static class ABinaryConstructorEvaluator implements IScalarEvaluator {
-        private final SourceLocation sourceLoc;
-        private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-        private final DataOutput out = resultStorage.getDataOutput();
-        private final IPointable inputArg = new VoidPointable();
-        private final IScalarEvaluator eval;
-        private IValueParser byteArrayParser;
-        private UTF8StringPointable utf8Ptr = new UTF8StringPointable();
-
-        public ABinaryConstructorEvaluator(IScalarEvaluatorFactory copyEvaluatorFactory,
-                IValueParserFactory valueParserFactory, IEvaluatorContext context, SourceLocation sourceLoc)
-                throws HyracksDataException {
-            this.sourceLoc = sourceLoc;
-            eval = copyEvaluatorFactory.createScalarEvaluator(context);
-            byteArrayParser = valueParserFactory.createValueParser();
-        }
-
-        @Override
-        public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-            try {
-                eval.evaluate(tuple, inputArg);
-
-                if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                    return;
-                }
-
-                byte[] binary = inputArg.getByteArray();
-                int startOffset = inputArg.getStartOffset();
-                int len = inputArg.getLength();
-
-                byte tt = binary[startOffset];
-                if (tt == ATypeTag.SERIALIZED_BINARY_TYPE_TAG) {
-                    result.set(inputArg);
-                } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                    resultStorage.reset();
-                    utf8Ptr.set(inputArg.getByteArray(), startOffset + 1, len - 1);
-                    char[] buffer = utf8Ptr.toString().toCharArray();
-                    out.write(ATypeTag.BINARY.serialize());
-                    if (!byteArrayParser.parse(buffer, 0, buffer.length, out)) {
-                        PointableHelper.setNull(result);
-                        return;
-                    }
-                    result.set(resultStorage);
-                } else {
-                    throw new TypeMismatchException(sourceLoc, BuiltinFunctions.BINARY_HEX_CONSTRUCTOR, 0, tt,
-                            ATypeTag.SERIALIZED_BINARY_TYPE_TAG, ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                }
-            } catch (IOException e) {
-                throw new InvalidDataFormatException(sourceLoc, BuiltinFunctions.BINARY_HEX_CONSTRUCTOR, e,
-                        ATypeTag.SERIALIZED_BINARY_TYPE_TAG);
-            }
-        }
-    }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanConstructorDescriptor.java
index b08ae46..be5e3f1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanConstructorDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 @MissingNullInOutFunction
 public class ABooleanConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ABooleanConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ABooleanConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -46,7 +40,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractBooleanConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractBooleanConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
                     protected FunctionIdentifier getIdentifier() {
                         return ABooleanConstructorDescriptor.this.getIdentifier();
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..1bec6a7
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ABooleanDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ABooleanDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ABooleanDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractBooleanConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ABooleanDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.BOOLEAN_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ACircleConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ACircleConstructorDescriptor.java
index 58daa47..5891798 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ACircleConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ACircleConstructorDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableCircle;
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,12 +50,7 @@
 public class ACircleConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ACircleConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ACircleConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorDescriptor.java
index 90ec400..b9a4590 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorDescriptor.java
@@ -18,45 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADate;
-import org.apache.asterix.om.base.AMutableDate;
-import org.apache.asterix.om.base.temporal.ADateParserFactory;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class ADateConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ADateConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ADateConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -65,73 +40,10 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableDate aDate = new AMutableDate(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADate> dateSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
-
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
-
+                return new AbstractDateConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            resultStorage.reset();
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-
-                                // the string to be parsed should be at least 8 characters: YYYYMMDD
-                                if (stringLength < 8) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_DATE_TYPE_TAG);
-                                }
-
-                                int startOffset = utf8Ptr.getCharStartOffset();
-                                while (serString[startOffset] == ' ') {
-                                    startOffset++;
-                                }
-                                int endOffset = startOffset + stringLength - 1;
-                                while (serString[endOffset] == ' ') {
-                                    endOffset--;
-                                }
-
-                                long chrononTimeInMs = ADateParserFactory.parseDatePart(serString, startOffset,
-                                        endOffset - startOffset + 1);
-                                short temp = 0;
-                                if (chrononTimeInMs < 0
-                                        && chrononTimeInMs % GregorianCalendarSystem.CHRONON_OF_DAY != 0) {
-                                    temp = 1;
-                                }
-                                aDate.setValue((int) (chrononTimeInMs / GregorianCalendarSystem.CHRONON_OF_DAY) - temp);
-                                dateSerde.serialize(aDate, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_DATE_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -142,5 +54,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.DATE_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..29cb552
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateConstructorWithFormatDescriptor.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public class ADateConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateConstructorWithFormatEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATE_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..da7db6b
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADateDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..e1ac605
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateDefaultNullConstructorWithFormatDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADateDefaultNullConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateDefaultNullConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateConstructorWithFormatEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateDefaultNullConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg, formatArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATE_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorDescriptor.java
index 8d6d151..025281c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorDescriptor.java
@@ -18,45 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADateTime;
-import org.apache.asterix.om.base.AMutableDateTime;
-import org.apache.asterix.om.base.temporal.ADateParserFactory;
-import org.apache.asterix.om.base.temporal.ATimeParserFactory;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class ADateTimeConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ADateTimeConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ADateTimeConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -65,73 +40,10 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableDateTime aDateTime = new AMutableDateTime(0L);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADateTime> datetimeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
-
+                return new AbstractDateTimeConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            resultStorage.reset();
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-                                int startOffset = utf8Ptr.getCharStartOffset();
-                                // the string to be parsed should be at least 14 characters: YYYYMMDDhhmmss
-                                if (stringLength < 14) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
-                                }
-                                // +1 if it is negative (-)
-                                short timeOffset = (short) ((serString[startOffset] == '-') ? 1 : 0);
-
-                                timeOffset += 8;
-
-                                if (serString[startOffset + timeOffset] != 'T') {
-                                    timeOffset += 2;
-                                    if (serString[startOffset + timeOffset] != 'T') {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
-                                    }
-                                }
-
-                                long chrononTimeInMs =
-                                        ADateParserFactory.parseDatePart(serString, startOffset, timeOffset);
-
-                                chrononTimeInMs += ATimeParserFactory.parseTimePart(serString,
-                                        startOffset + timeOffset + 1, stringLength - timeOffset - 1);
-
-                                aDateTime.setValue(chrononTimeInMs);
-                                datetimeSerde.serialize(aDateTime, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateTimeConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -142,5 +54,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.DATETIME_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..af8bba4
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeConstructorWithFormatDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ADateTimeConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateTimeConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateTimeConstructorWithFormatEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateTimeConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATETIME_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..fd3ac96
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADateTimeDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateTimeDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateTimeConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateTimeDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..04810f6
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADateTimeDefaultNullConstructorWithFormatDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADateTimeDefaultNullConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADateTimeDefaultNullConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDateTimeConstructorWithFormatEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADateTimeDefaultNullConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg, formatArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DATETIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationConstructorDescriptor.java
index fde5c23..a961bf9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationConstructorDescriptor.java
@@ -18,46 +18,21 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADayTimeDuration;
-import org.apache.asterix.om.base.AMutableDayTimeDuration;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory.ADurationParseOption;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class ADayTimeDurationConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ADayTimeDurationConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ADayTimeDurationConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -66,67 +41,20 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableDayTimeDuration aDayTimeDuration = new AMutableDayTimeDuration(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADayTimeDuration> dayTimeDurationSerde =
-                            SerializerDeserializerProvider.INSTANCE
-                                    .getSerializerDeserializer(BuiltinType.ADAYTIMEDURATION);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractDayTimeDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_DAY_TIME_DURATION_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-                                int startOffset = utf8Ptr.getCharStartOffset();
-
-                                ADurationParserFactory.parseDuration(serString, startOffset, stringLength,
-                                        aDayTimeDuration, ADurationParseOption.DAY_TIME);
-
-                                dayTimeDurationSerde.serialize(aDayTimeDuration, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (Exception e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_DAY_TIME_DURATION_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADayTimeDurationConstructorDescriptor.this.getIdentifier();
                     }
-
                 };
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.AbstractFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.DAY_TIME_DURATION_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..d17c80b
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADayTimeDurationDefaultNullConstructorDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADayTimeDurationDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADayTimeDurationDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDayTimeDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADayTimeDurationDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DAY_TIME_DURATION_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleConstructorDescriptor.java
index 700fbfe..c85cff3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleConstructorDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 @MissingNullInOutFunction
 public class ADoubleConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ADoubleConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ADoubleConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -46,7 +40,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractDoubleConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractDoubleConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
                     protected FunctionIdentifier getIdentifier() {
                         return ADoubleConstructorDescriptor.this.getIdentifier();
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..578be20
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADoubleDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADoubleDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADoubleDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDoubleConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADoubleDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DOUBLE_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationConstructorDescriptor.java
index d87ce13..67742c2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationConstructorDescriptor.java
@@ -18,45 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADuration;
-import org.apache.asterix.om.base.AMutableDuration;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory.ADurationParseOption;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class ADurationConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ADurationConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ADurationConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -65,49 +40,11 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableDuration aDuration = new AMutableDuration(0, 0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADuration> durationSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADURATION);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_DURATION_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-                                ADurationParserFactory.parseDuration(serString, utf8Ptr.getCharStartOffset(),
-                                        stringLength, aDuration, ADurationParseOption.All);
-                                durationSerde.serialize(aDuration, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_DURATION_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADurationConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -118,5 +55,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.DURATION_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..429fa0a
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ADurationDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ADurationDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ADurationDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ADurationDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.DURATION_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatConstructorDescriptor.java
index 05abb30..ccd71b9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatConstructorDescriptor.java
@@ -18,44 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AFloat;
-import org.apache.asterix.om.base.AMutableFloat;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.common.NumberUtils;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class AFloatConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AFloatConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AFloatConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -64,57 +40,11 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableFloat aFloat = new AMutableFloat(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AFloat> floatSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AFLOAT);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractFloatConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_FLOAT_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                int utf8offset = offset + 1;
-                                int utf8len = len - 1;
-                                if (NumberUtils.POSITIVE_INF.compareTo(serString, utf8offset, utf8len) == 0) {
-                                    aFloat.setValue(Float.POSITIVE_INFINITY);
-                                } else if (NumberUtils.NEGATIVE_INF.compareTo(serString, utf8offset, utf8len) == 0) {
-                                    aFloat.setValue(Float.NEGATIVE_INFINITY);
-                                } else if (NumberUtils.NAN.compareTo(serString, utf8offset, utf8len) == 0) {
-                                    aFloat.setValue(Float.NaN);
-                                } else {
-                                    utf8Ptr.set(serString, utf8offset, utf8len);
-                                    aFloat.setValue(Float.parseFloat(utf8Ptr.toString()));
-                                }
-                                floatSerde.serialize(aFloat, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_FLOAT_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AFloatConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..09a1e5a
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AFloatDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AFloatDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AFloatDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractFloatConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AFloatDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.FLOAT_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16ConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16ConstructorDescriptor.java
index a55db9f..87f377e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16ConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16ConstructorDescriptor.java
@@ -18,44 +18,21 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt16;
-import org.apache.asterix.om.base.AMutableInt16;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class AInt16ConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AInt16ConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AInt16ConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -64,100 +41,19 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private short value;
-                    private int offset;
-                    private boolean positive;
-                    private AMutableInt16 aInt16 = new AMutableInt16((short) 0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt16> int16Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT16);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractInt16ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int startOffset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[startOffset];
-                            if (tt == ATypeTag.SERIALIZED_INT16_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, startOffset + 1, len - 1);
-                                offset = utf8Ptr.getCharStartOffset();
-                                //accumulating value in negative domain
-                                //otherwise Short.MIN_VALUE = -(Short.MAX_VALUE + 1) would have caused overflow
-                                value = 0;
-                                positive = true;
-                                short limit = -Short.MAX_VALUE;
-                                if (serString[offset] == '+') {
-                                    offset++;
-                                } else if (serString[offset] == '-') {
-                                    offset++;
-                                    positive = false;
-                                    limit = Short.MIN_VALUE;
-                                }
-                                int end = startOffset + len;
-                                for (; offset < end; offset++) {
-                                    int digit;
-                                    if (serString[offset] >= '0' && serString[offset] <= '9') {
-                                        value = (short) (value * 10);
-                                        digit = serString[offset] - '0';
-                                    } else if (serString[offset] == 'i' && serString[offset + 1] == '1'
-                                            && serString[offset + 2] == '6' && offset + 3 == end) {
-                                        break;
-                                    } else {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT16_TYPE_TAG);
-                                    }
-                                    if (value < limit + digit) {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT16_TYPE_TAG);
-                                    }
-                                    value = (short) (value - digit);
-                                }
-                                if (value > 0) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_INT16_TYPE_TAG);
-                                }
-                                if (value < 0 && positive) {
-                                    value *= -1;
-                                }
-
-                                aInt16.setValue(value);
-                                int16Serde.serialize(aInt16, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_INT16_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt16ConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
         };
-
     }
 
     @Override
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.INT16_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16DefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16DefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..d7ae6b8
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt16DefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AInt16DefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AInt16DefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractInt16ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt16DefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INT16_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32ConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32ConstructorDescriptor.java
index 8a9c91c..d9c13ab 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32ConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32ConstructorDescriptor.java
@@ -18,43 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt32;
-import org.apache.asterix.om.base.AMutableInt32;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class AInt32ConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AInt32ConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AInt32ConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -63,90 +40,11 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private int value, offset;
-                    private boolean positive;
-                    private AMutableInt32 aInt32 = new AMutableInt32(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt32> int32Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT32);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractInt32ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int startOffset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[startOffset];
-                            if (tt == ATypeTag.SERIALIZED_INT32_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, startOffset + 1, len - 1);
-                                offset = utf8Ptr.getCharStartOffset();
-                                //accumulating value in negative domain
-                                //otherwise Integer.MIN_VALUE = -(Integer.MAX_VALUE + 1) would have caused overflow
-                                value = 0;
-                                positive = true;
-                                int limit = -Integer.MAX_VALUE;
-                                if (serString[offset] == '+') {
-                                    offset++;
-                                } else if (serString[offset] == '-') {
-                                    offset++;
-                                    positive = false;
-                                    limit = Integer.MIN_VALUE;
-                                }
-                                int end = startOffset + len;
-                                for (; offset < end; offset++) {
-                                    int digit;
-                                    if (serString[offset] >= '0' && serString[offset] <= '9') {
-                                        value *= 10;
-                                        digit = serString[offset] - '0';
-                                    } else if (serString[offset] == 'i' && serString[offset + 1] == '3'
-                                            && serString[offset + 2] == '2' && offset + 3 == end) {
-                                        break;
-                                    } else {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT32_TYPE_TAG);
-                                    }
-                                    if (value < limit + digit) {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT32_TYPE_TAG);
-                                    }
-                                    value -= digit;
-                                }
-                                if (value > 0) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_INT32_TYPE_TAG);
-                                }
-                                if (value < 0 && positive) {
-                                    value *= -1;
-                                }
-
-                                aInt32.setValue(value);
-                                int32Serde.serialize(aInt32, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_INT32_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt32ConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -157,5 +55,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.INT32_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32DefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32DefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..bebf803
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt32DefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AInt32DefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AInt32DefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractInt32ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt32DefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INT32_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64ConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64ConstructorDescriptor.java
index 265ccf6..e46b5b0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64ConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64ConstructorDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -32,12 +31,7 @@
 @MissingNullInOutFunction
 public class AInt64ConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AInt64ConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AInt64ConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -46,7 +40,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractInt64ConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractInt64ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
                     public FunctionIdentifier getIdentifier() {
                         return AInt64ConstructorDescriptor.this.getIdentifier();
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64DefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64DefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..0b851fe
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt64DefaultNullConstructorDescriptor.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AInt64DefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AInt64DefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractInt64ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+                    @Override
+                    public FunctionIdentifier getIdentifier() {
+                        return AInt64DefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INT64_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8ConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8ConstructorDescriptor.java
index c2986fe..425623a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8ConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8ConstructorDescriptor.java
@@ -18,43 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt8;
-import org.apache.asterix.om.base.AMutableInt8;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class AInt8ConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AInt8ConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AInt8ConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -63,101 +40,19 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private byte value;
-                    private int offset;
-                    private boolean positive;
-                    private AMutableInt8 aInt8 = new AMutableInt8((byte) 0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt8> int8Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT8);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractInt8ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int startOffset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[startOffset];
-                            if (tt == ATypeTag.SERIALIZED_INT8_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, startOffset + 1, len - 1);
-                                offset = utf8Ptr.getCharStartOffset();
-                                //accumulating value in negative domain
-                                //otherwise Byte.MIN_VALUE = -(Byte.MAX_VALUE + 1) would have caused overflow
-                                value = 0;
-                                positive = true;
-                                byte limit = -Byte.MAX_VALUE;
-                                if (serString[offset] == '+') {
-                                    offset++;
-                                } else if (serString[offset] == '-') {
-                                    offset++;
-                                    positive = false;
-                                    limit = Byte.MIN_VALUE;
-                                }
-                                int end = startOffset + len;
-                                for (; offset < end; offset++) {
-                                    int digit;
-                                    if (serString[offset] >= '0' && serString[offset] <= '9') {
-                                        value = (byte) (value * 10);
-                                        digit = serString[offset] - '0';
-                                    } else if (serString[offset] == 'i' && serString[offset + 1] == '8'
-                                            && offset + 2 == end) {
-                                        break;
-                                    } else {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT8_TYPE_TAG);
-                                    }
-                                    if (value < limit + digit) {
-                                        throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                                ATypeTag.SERIALIZED_INT8_TYPE_TAG);
-                                    }
-                                    value = (byte) (value - digit);
-                                }
-                                if (value > 0) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_INT8_TYPE_TAG);
-                                }
-                                if (value < 0 && positive) {
-                                    value *= -1;
-                                }
-
-                                aInt8.setValue(value);
-                                int8Serde.serialize(aInt8, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e1) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e1,
-                                    ATypeTag.SERIALIZED_INT8_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt8ConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
         };
-
     }
 
     @Override
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.INT8_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8DefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8DefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..5b38574
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AInt8DefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AInt8DefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AInt8DefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractInt8ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AInt8DefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.INT8_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalConstructorDescriptor.java
index f548626..2c44692 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalConstructorDescriptor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.AInterval;
 import org.apache.asterix.om.base.AMutableInterval;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -54,12 +53,7 @@
 public class AIntervalConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.INTERVAL_CONSTRUCTOR;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AIntervalConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AIntervalConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateConstructorDescriptor.java
index a95e474..6654166 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateConstructorDescriptor.java
@@ -36,7 +36,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -61,12 +60,7 @@
 
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.INTERVAL_CONSTRUCTOR_START_FROM_DATE;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AIntervalStartFromDateConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AIntervalStartFromDateConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateTimeConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateTimeConstructorDescriptor.java
index 11e850c..1fa1242 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateTimeConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromDateTimeConstructorDescriptor.java
@@ -36,7 +36,6 @@
 import org.apache.asterix.om.base.temporal.ATimeParserFactory;
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -60,12 +59,7 @@
 public class AIntervalStartFromDateTimeConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.INTERVAL_CONSTRUCTOR_START_FROM_DATETIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AIntervalStartFromDateTimeConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AIntervalStartFromDateTimeConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromTimeConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromTimeConstructorDescriptor.java
index 881fed0..40dfb67 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromTimeConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AIntervalStartFromTimeConstructorDescriptor.java
@@ -35,7 +35,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -59,12 +58,7 @@
 public class AIntervalStartFromTimeConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.INTERVAL_CONSTRUCTOR_START_FROM_TIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AIntervalStartFromTimeConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AIntervalStartFromTimeConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ALineConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ALineConstructorDescriptor.java
index 9101223..853e538 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ALineConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ALineConstructorDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableLine;
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,12 +50,7 @@
 public class ALineConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ALineConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ALineConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APoint3DConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APoint3DConstructorDescriptor.java
index 4d627fb..34d0b9f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APoint3DConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APoint3DConstructorDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMutablePoint3D;
 import org.apache.asterix.om.base.APoint3D;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,12 +49,7 @@
 public class APoint3DConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new APoint3DConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = APoint3DConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APointConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APointConstructorDescriptor.java
index 47d2b11..abf62d8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APointConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APointConstructorDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.base.APoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -49,12 +48,7 @@
 @MissingNullInOutFunction
 public class APointConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new APointConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = APointConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APolygonConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APolygonConstructorDescriptor.java
index 61008c3..41e8bc7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APolygonConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/APolygonConstructorDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.dataflow.data.nontagged.serde.APointSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -50,12 +49,7 @@
     private static final Pattern WS = Pattern.compile("\\s+");
     private static final Pattern COMMA = Pattern.compile(",");
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new APolygonConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = APolygonConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ARectangleConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ARectangleConstructorDescriptor.java
index 6eed606..729fc4f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ARectangleConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ARectangleConstructorDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableRectangle;
 import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,12 +49,7 @@
 @MissingNullInOutFunction
 public class ARectangleConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ARectangleConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ARectangleConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringConstructorDescriptor.java
index 1ed8d43..93fe469 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringConstructorDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 public class AStringConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AStringConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AStringConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -47,7 +41,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractStringConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractStringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
                     protected FunctionIdentifier getIdentifier() {
                         return AStringConstructorDescriptor.this.getIdentifier();
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..64aed11
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AStringDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AStringDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AStringDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractStringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AStringDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.STRING_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorDescriptor.java
index 277cf6a..d648ce3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorDescriptor.java
@@ -18,45 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AMutableTime;
-import org.apache.asterix.om.base.ATime;
-import org.apache.asterix.om.base.temporal.ATimeParserFactory;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class ATimeConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ATimeConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ATimeConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -65,64 +40,10 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableTime aTime = new AMutableTime(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ATime> timeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
-
+                return new AbstractTimeConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_TIME_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-                                int startOffset = utf8Ptr.getCharStartOffset();
-
-                                // the string to be parsed should be at least 6 characters: hhmmss
-                                if (stringLength < 6) {
-                                    throw new InvalidDataFormatException(sourceLoc, getIdentifier(),
-                                            ATypeTag.SERIALIZED_TIME_TYPE_TAG);
-                                }
-
-                                int chrononTimeInMs =
-                                        ATimeParserFactory.parseTimePart(serString, startOffset, stringLength);
-
-                                if (chrononTimeInMs < 0) {
-                                    chrononTimeInMs += GregorianCalendarSystem.CHRONON_OF_DAY;
-                                }
-
-                                aTime.setValue(chrononTimeInMs);
-                                timeSerde.serialize(aTime, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_POLYGON_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return ATimeConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -133,5 +54,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.TIME_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..9244f7e
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeConstructorWithFormatDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ATimeConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ATimeConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractTimeWithFormatConstructorEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ATimeConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.TIME_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..930b048
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorDescriptor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ATimeDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ATimeDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractTimeConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ATimeDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorWithFormatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorWithFormatDescriptor.java
new file mode 100644
index 0000000..5200ea6
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/ATimeDefaultNullConstructorWithFormatDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class ATimeDefaultNullConstructorWithFormatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = ATimeDefaultNullConstructorWithFormatDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractTimeWithFormatConstructorEvaluator(ctx, args, sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return ATimeDefaultNullConstructorWithFormatDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg, formatArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.TIME_DEFAULT_NULL_CONSTRUCTOR_WITH_FORMAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringConstructorDescriptor.java
index 6693877..299c928 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringConstructorDescriptor.java
@@ -18,30 +18,15 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AMutableUUID;
-import org.apache.asterix.om.base.AUUID;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 /**
  * Receives a canonical representation of UUID and construct a UUID value.
@@ -61,52 +46,12 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableUUID uuid = new AMutableUUID();
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AUUID> uuidSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AUUID);
-
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractUUIDFromStringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int start = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[start];
-                            if (tt == ATypeTag.SERIALIZED_UUID_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, start + 1, len - 1);
-
-                                // first byte: tag, next x bytes: length
-                                int offset = utf8Ptr.getCharStartOffset();
-                                uuid.parseUUIDHexBytes(serString, offset);
-                                uuidSerde.serialize(uuid, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (HyracksDataException e) {
-                            e.setSourceLocation(sourceLoc);
-                            throw e;
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AUUIDFromStringConstructorDescriptor.this.getIdentifier();
                     }
                 };
             }
@@ -117,5 +62,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.UUID_CONSTRUCTOR;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..f982037
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AUUIDFromStringDefaultNullConstructorDescriptor.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+/**
+ * Receives a canonical representation of UUID and construct a UUID value.
+ * a UUID is represented by 32 lowercase hexadecimal digits (8-4-4-4-12). (E.g.
+ * uuid("02a199ca-bf58-412e-bd9f-60a0c975a8ac"))
+ */
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AUUIDFromStringDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AUUIDFromStringDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractUUIDFromStringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AUUIDFromStringDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.UUID_DEFAULT_NULL_CONSTRUCTOR;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationConstructorDescriptor.java
index aa304ce..5adb725 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationConstructorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationConstructorDescriptor.java
@@ -18,46 +18,20 @@
  */
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AMutableYearMonthDuration;
-import org.apache.asterix.om.base.AYearMonthDuration;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory;
-import org.apache.asterix.om.base.temporal.ADurationParserFactory.ADurationParseOption;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class AYearMonthDurationConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AYearMonthDurationConstructorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AYearMonthDurationConstructorDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -66,61 +40,18 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable inputArg = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-                    private AMutableYearMonthDuration aYearMonthDuration = new AMutableYearMonthDuration(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AYearMonthDuration> yearMonthDurationSerde =
-                            SerializerDeserializerProvider.INSTANCE
-                                    .getSerializerDeserializer(BuiltinType.AYEARMONTHDURATION);
-                    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                return new AbstractYearMonthDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
 
                     @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        try {
-                            eval.evaluate(tuple, inputArg);
-
-                            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                                return;
-                            }
-
-                            byte[] serString = inputArg.getByteArray();
-                            int offset = inputArg.getStartOffset();
-                            int len = inputArg.getLength();
-
-                            byte tt = serString[offset];
-                            if (tt == ATypeTag.SERIALIZED_YEAR_MONTH_DURATION_TYPE_TAG) {
-                                result.set(inputArg);
-                            } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-                                resultStorage.reset();
-                                utf8Ptr.set(serString, offset + 1, len - 1);
-                                int stringLength = utf8Ptr.getUTF8Length();
-                                ADurationParserFactory.parseDuration(serString, utf8Ptr.getCharStartOffset(),
-                                        stringLength, aYearMonthDuration, ADurationParseOption.YEAR_MONTH);
-                                yearMonthDurationSerde.serialize(aYearMonthDuration, out);
-                                result.set(resultStorage);
-                            } else {
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt,
-                                        ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            }
-                        } catch (IOException e) {
-                            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e,
-                                    ATypeTag.SERIALIZED_YEAR_MONTH_DURATION_TYPE_TAG);
-                        }
+                    protected FunctionIdentifier getIdentifier() {
+                        return AYearMonthDurationConstructorDescriptor.this.getIdentifier();
                     }
-
                 };
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.AbstractFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.YEAR_MONTH_DURATION_CONSTRUCTOR;
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationDefaultNullConstructorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationDefaultNullConstructorDescriptor.java
new file mode 100644
index 0000000..4360f0b
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AYearMonthDurationDefaultNullConstructorDescriptor.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+
+@MissingNullInOutFunction(onMissing = MissingNullInOutFunction.MissingNullType.NULL)
+public class AYearMonthDurationDefaultNullConstructorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = AYearMonthDurationDefaultNullConstructorDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new AbstractYearMonthDurationConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx),
+                        sourceLoc) {
+
+                    @Override
+                    protected FunctionIdentifier getIdentifier() {
+                        return AYearMonthDurationDefaultNullConstructorDescriptor.this.getIdentifier();
+                    }
+
+                    @Override
+                    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+                        return PointableHelper.checkAndSetNull(result, inputArg);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.YEAR_MONTH_DURATION_DEFAULT_NULL_CONSTRUCTOR;
+    }
+
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBinaryConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBinaryConstructorEvaluator.java
new file mode 100644
index 0000000..6960273
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBinaryConstructorEvaluator.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ABinary;
+import org.apache.asterix.om.base.AMutableBinary;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+abstract class AbstractBinaryConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    protected final AMutableBinary aBinary = new AMutableBinary(new byte[0], 0, 0);
+    @SuppressWarnings("unchecked")
+    protected final ISerializerDeserializer<ABinary> binarySerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABINARY);
+    protected final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractBinaryConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case BINARY:
+                result.set(inputArg);
+                break;
+            case STRING:
+                utf8Ptr.set(inputArg.getByteArray(), startOffset + 1, len - 1);
+                if (parseBinary(utf8Ptr, aBinary)) {
+                    resultStorage.reset();
+                    binarySerde.serialize(aBinary, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected BuiltinType getTargetType() {
+        return BuiltinType.ABINARY;
+    }
+
+    protected abstract boolean parseBinary(UTF8StringPointable textPtr, AMutableBinary result);
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBooleanConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBooleanConstructorEvaluator.java
index 7e1e35b..6777feb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBooleanConstructorEvaluator.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractBooleanConstructorEvaluator.java
@@ -19,32 +19,33 @@
 
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AFloatSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
 import org.apache.asterix.formats.nontagged.BinaryComparatorFactoryProvider;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
 import org.apache.hyracks.util.string.UTF8StringUtil;
 
-public abstract class AbstractBooleanConstructorEvaluator implements IScalarEvaluator {
+public abstract class AbstractBooleanConstructorEvaluator extends AbstractConstructorEvaluator {
+
     @SuppressWarnings("unchecked")
-    protected static final ISerializerDeserializer<ABoolean> BOOLEAN_SERDE =
+    protected final ISerializerDeserializer<ABoolean> booleanSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
 
     protected static final IBinaryComparator UTF8_BINARY_CMP =
@@ -53,60 +54,85 @@
     protected static final byte[] TRUE = UTF8StringUtil.writeStringToBytes("true");
     protected static final byte[] FALSE = UTF8StringUtil.writeStringToBytes("false");
 
-    protected final IScalarEvaluator inputEval;
-    protected final SourceLocation sourceLoc;
-    protected final IPointable inputArg;
-    protected final ArrayBackedValueStorage resultStorage;
-    protected final DataOutput out;
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
 
-    protected AbstractBooleanConstructorEvaluator(IScalarEvaluator inputEval, SourceLocation sourceLoc) {
-        this.inputEval = inputEval;
-        this.sourceLoc = sourceLoc;
-        inputArg = new VoidPointable();
-        resultStorage = new ArrayBackedValueStorage();
-        out = resultStorage.getDataOutput();
+    protected AbstractBooleanConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
     }
 
     @Override
-    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        try {
-            inputEval.evaluate(tuple, inputArg);
-            resultStorage.reset();
-
-            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                return;
-            }
-
-            evaluateImpl(result);
-        } catch (IOException e) {
-            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e, ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
-        }
-    }
-
     protected void evaluateImpl(IPointable result) throws HyracksDataException {
         byte[] bytes = inputArg.getByteArray();
         int startOffset = inputArg.getStartOffset();
-        byte tt = bytes[startOffset];
-        if (tt == ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG) {
-            result.set(inputArg);
-        } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-            int len = inputArg.getLength();
-            if (UTF8_BINARY_CMP.compare(bytes, startOffset + 1, len - 1, TRUE, 0, TRUE.length) == 0) {
-                setBoolean(result, true);
-            } else if (UTF8_BINARY_CMP.compare(bytes, startOffset + 1, len - 1, FALSE, 0, FALSE.length) == 0) {
-                setBoolean(result, false);
-            } else {
-                throw new InvalidDataFormatException(sourceLoc, getIdentifier(), ATypeTag.SERIALIZED_BOOLEAN_TYPE_TAG);
-            }
-        } else {
-            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt, ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case BOOLEAN:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+                setInteger(AInt8SerializerDeserializer.getByte(bytes, startOffset + 1), result);
+                break;
+            case SMALLINT:
+                setInteger(AInt16SerializerDeserializer.getShort(bytes, startOffset + 1), result);
+                break;
+            case INTEGER:
+                setInteger(AInt32SerializerDeserializer.getInt(bytes, startOffset + 1), result);
+                break;
+            case BIGINT:
+                setInteger(AInt64SerializerDeserializer.getLong(bytes, startOffset + 1), result);
+                break;
+            case FLOAT:
+                setDouble(AFloatSerializerDeserializer.getFloat(bytes, startOffset + 1), result);
+                break;
+            case DOUBLE:
+                setDouble(ADoubleSerializerDeserializer.getDouble(bytes, startOffset + 1), result);
+                break;
+            case STRING:
+                Boolean v = parseBoolean(bytes, startOffset, len);
+                if (v != null) {
+                    setBoolean(result, v);
+                } else {
+                    utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
         }
     }
 
-    protected void setBoolean(IPointable result, boolean value) throws HyracksDataException {
-        BOOLEAN_SERDE.serialize(ABoolean.valueOf(value), out);
+    protected Boolean parseBoolean(byte[] bytes, int offset, int len) throws HyracksDataException {
+        if (UTF8_BINARY_CMP.compare(bytes, offset + 1, len - 1, TRUE, 0, TRUE.length) == 0) {
+            return true;
+        } else if (UTF8_BINARY_CMP.compare(bytes, offset + 1, len - 1, FALSE, 0, FALSE.length) == 0) {
+            return false;
+        } else {
+            return null;
+        }
+    }
+
+    protected final void setBoolean(IPointable result, boolean value) throws HyracksDataException {
+        resultStorage.reset();
+        booleanSerde.serialize(ABoolean.valueOf(value), out);
         result.set(resultStorage);
     }
 
-    protected abstract FunctionIdentifier getIdentifier();
+    protected final void setInteger(long v, IPointable result) throws HyracksDataException {
+        setBoolean(result, v != 0);
+    }
+
+    protected final void setDouble(double v, IPointable result) throws HyracksDataException {
+        long bits = Double.doubleToLongBits(v);
+        boolean zeroOrNaN = bits == NumberUtils.POSITIVE_ZERO_BITS || bits == NumberUtils.NEGATIVE_ZERO_BITS
+                || bits == NumberUtils.NAN_BITS;
+        setBoolean(result, !zeroOrNaN);
+    }
+
+    @Override
+    protected BuiltinType getTargetType() {
+        return BuiltinType.ABOOLEAN;
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractConstructorEvaluator.java
new file mode 100644
index 0000000..e7c4cd5
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractConstructorEvaluator.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import java.io.DataOutput;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.om.exceptions.ExceptionUtil;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.exceptions.Warning;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.util.LogRedactionUtil;
+
+public abstract class AbstractConstructorEvaluator implements IScalarEvaluator {
+
+    protected final IEvaluatorContext ctx;
+    protected final IScalarEvaluator inputEval;
+    protected final SourceLocation sourceLoc;
+    protected final IPointable inputArg;
+    protected final ArrayBackedValueStorage resultStorage;
+    protected final DataOutput out;
+
+    protected AbstractConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        this.ctx = ctx;
+        this.inputEval = inputEval;
+        this.sourceLoc = sourceLoc;
+        this.inputArg = new VoidPointable();
+        this.resultStorage = new ArrayBackedValueStorage();
+        this.out = resultStorage.getDataOutput();
+    }
+
+    @Override
+    public final void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        evaluateInput(tuple);
+        if (checkAndSetMissingOrNull(result)) {
+            return;
+        }
+        evaluateImpl(result);
+    }
+
+    protected void evaluateInput(IFrameTupleReference tuple) throws HyracksDataException {
+        inputEval.evaluate(tuple, inputArg);
+    }
+
+    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+        return PointableHelper.checkAndSetMissingOrNull(result, inputArg);
+    }
+
+    protected abstract void evaluateImpl(IPointable result) throws HyracksDataException;
+
+    protected abstract FunctionIdentifier getIdentifier();
+
+    protected abstract BuiltinType getTargetType();
+
+    protected void handleUnsupportedType(ATypeTag inputType, IPointable result) throws HyracksDataException {
+        warnUnsupportedType(inputType);
+        PointableHelper.setNull(result);
+    }
+
+    protected void warnUnsupportedType(ATypeTag inputType) {
+        ExceptionUtil.warnUnsupportedType(ctx, sourceLoc, getIdentifier().getName() + "()", inputType);
+    }
+
+    protected void handleParseError(UTF8StringPointable textPtr, IPointable result) {
+        warnParseError(textPtr);
+        PointableHelper.setNull(result);
+    }
+
+    protected void warnParseError(UTF8StringPointable textPtr) {
+        IWarningCollector warningCollector = ctx.getWarningCollector();
+        if (warningCollector.shouldWarn()) {
+            warningCollector.warn(Warning.of(sourceLoc, ErrorCode.INVALID_FORMAT,
+                    getTargetType().getTypeTag().toString(), LogRedactionUtil.userData(textPtr.toString())));
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorEvaluator.java
new file mode 100644
index 0000000..bb0dbd1
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorEvaluator.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADate;
+import org.apache.asterix.om.base.AMutableDate;
+import org.apache.asterix.om.base.temporal.ADateParserFactory;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractDateConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableDate aDate = new AMutableDate(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADate> dateSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+    private final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
+
+    protected AbstractDateConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case DATE:
+                result.set(inputArg);
+                break;
+            case DATETIME:
+                long chronon = ADateTimeSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                int chrononInDays = cal.getChrononInDays(chronon);
+                aDate.setValue(chrononInDays);
+                resultStorage.reset();
+                dateSerde.serialize(aDate, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseDate(utf8Ptr, aDate)) {
+                    resultStorage.reset();
+                    dateSerde.serialize(aDate, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    protected boolean parseDate(UTF8StringPointable textPtr, AMutableDate result) {
+        int stringLength = textPtr.getUTF8Length();
+        if (stringLength < 8) {
+            return false;
+        }
+        try {
+            long chronon = ADateParserFactory.parseDatePart(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                    stringLength);
+            int chrononInDays = cal.getChrononInDays(chronon);
+            result.setValue(chrononInDays);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.ADATE;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorWithFormatEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorWithFormatEvaluator.java
new file mode 100644
index 0000000..7e9a6b3
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateConstructorWithFormatEvaluator.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.om.base.AMutableDate;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.AsterixTemporalTypeParseException;
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public abstract class AbstractDateConstructorWithFormatEvaluator extends AbstractDateConstructorEvaluator {
+
+    private final IScalarEvaluator formatEval;
+    protected final IPointable formatArg = new VoidPointable();
+    private final UTF8StringPointable formatTextPtr = new UTF8StringPointable();
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+
+    protected AbstractDateConstructorWithFormatEvaluator(IEvaluatorContext ctx, IScalarEvaluatorFactory[] args,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(ctx, args[0].createScalarEvaluator(ctx), sourceLoc);
+        formatEval = args[1].createScalarEvaluator(ctx);
+    }
+
+    @Override
+    protected void evaluateInput(IFrameTupleReference tuple) throws HyracksDataException {
+        super.evaluateInput(tuple);
+        formatEval.evaluate(tuple, formatArg);
+    }
+
+    @Override
+    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+        return PointableHelper.checkAndSetMissingOrNull(result, inputArg, formatArg);
+    }
+
+    @Override
+    protected boolean parseDate(UTF8StringPointable textPtr, AMutableDate result) {
+        byte[] formatBytes = formatArg.getByteArray();
+        int formatStartOffset = formatArg.getStartOffset();
+        int formatLength = formatArg.getLength();
+        if (formatBytes[formatStartOffset] != ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+            return false;
+        }
+        formatTextPtr.set(formatBytes, formatStartOffset + 1, formatLength - 1);
+        try {
+            if (DateTimeFormatUtils.getInstance().parseDateTime(aInt64, textPtr.getByteArray(),
+                    textPtr.getCharStartOffset(), textPtr.getUTF8Length(), formatBytes,
+                    formatTextPtr.getCharStartOffset(), formatTextPtr.getUTF8Length(),
+                    DateTimeFormatUtils.DateTimeParseMode.DATE_ONLY, false)) {
+                result.setValue((int) (aInt64.getLongValue() / GregorianCalendarSystem.CHRONON_OF_DAY));
+                return true;
+            } else {
+                return false;
+            }
+        } catch (AsterixTemporalTypeParseException e) {
+            // shouldn't happen
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorEvaluator.java
new file mode 100644
index 0000000..3b4355d
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorEvaluator.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ATimeSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.AMutableDateTime;
+import org.apache.asterix.om.base.temporal.ADateParserFactory;
+import org.apache.asterix.om.base.temporal.ATimeParserFactory;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractDateTimeConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableDateTime aDateTime = new AMutableDateTime(0L);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADateTime> datetimeSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractDateTimeConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case DATETIME:
+                result.set(inputArg);
+                break;
+            case DATE:
+                int chrononInDays = ADateSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                aDateTime.setValue(chrononInDays * GregorianCalendarSystem.CHRONON_OF_DAY);
+                resultStorage.reset();
+                datetimeSerde.serialize(aDateTime, out);
+                result.set(resultStorage);
+                break;
+            case TIME:
+                int chronon = ATimeSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                aDateTime.setValue(chronon);
+                resultStorage.reset();
+                datetimeSerde.serialize(aDateTime, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseDateTime(utf8Ptr, aDateTime)) {
+                    resultStorage.reset();
+                    datetimeSerde.serialize(aDateTime, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    protected boolean parseDateTime(UTF8StringPointable textPtr, AMutableDateTime result) {
+        int stringLength = textPtr.getUTF8Length();
+        // the string to be parsed should be at least 14 characters: YYYYMMDDhhmmss
+        if (stringLength < 14) {
+            return false;
+        }
+        byte[] bytes = textPtr.getByteArray();
+        int charStartOffset = textPtr.getCharStartOffset();
+        // +1 if it is negative (-)
+        short timeOffset = (short) ((bytes[charStartOffset] == '-') ? 1 : 0);
+        timeOffset += 8;
+        if (bytes[charStartOffset + timeOffset] != 'T') {
+            timeOffset += 2;
+            if (bytes[charStartOffset + timeOffset] != 'T') {
+                return false;
+            }
+        }
+        try {
+            long chronon = ADateParserFactory.parseDatePart(bytes, charStartOffset, timeOffset);
+            int timeInMs = ATimeParserFactory.parseTimePart(bytes, charStartOffset + timeOffset + 1,
+                    stringLength - timeOffset - 1);
+            chronon += timeInMs;
+            result.setValue(chronon);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.ADATETIME;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorWithFormatEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorWithFormatEvaluator.java
new file mode 100644
index 0000000..8c8da2e
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDateTimeConstructorWithFormatEvaluator.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.om.base.AMutableDateTime;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.AsterixTemporalTypeParseException;
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public abstract class AbstractDateTimeConstructorWithFormatEvaluator extends AbstractDateTimeConstructorEvaluator {
+
+    private final IScalarEvaluator formatEval;
+    protected final IPointable formatArg = new VoidPointable();
+    private final UTF8StringPointable formatTextPtr = new UTF8StringPointable();
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+
+    protected AbstractDateTimeConstructorWithFormatEvaluator(IEvaluatorContext ctx, IScalarEvaluatorFactory[] args,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(ctx, args[0].createScalarEvaluator(ctx), sourceLoc);
+        formatEval = args[1].createScalarEvaluator(ctx);
+    }
+
+    @Override
+    protected void evaluateInput(IFrameTupleReference tuple) throws HyracksDataException {
+        super.evaluateInput(tuple);
+        formatEval.evaluate(tuple, formatArg);
+    }
+
+    @Override
+    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+        return PointableHelper.checkAndSetMissingOrNull(result, inputArg, formatArg);
+    }
+
+    @Override
+    protected boolean parseDateTime(UTF8StringPointable textPtr, AMutableDateTime result) {
+        byte[] formatBytes = formatArg.getByteArray();
+        int formatStartOffset = formatArg.getStartOffset();
+        int formatLength = formatArg.getLength();
+        if (formatBytes[formatStartOffset] != ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+            return false;
+        }
+        formatTextPtr.set(formatBytes, formatStartOffset + 1, formatLength - 1);
+        try {
+            if (DateTimeFormatUtils.getInstance().parseDateTime(aInt64, textPtr.getByteArray(),
+                    textPtr.getCharStartOffset(), textPtr.getUTF8Length(), formatBytes,
+                    formatTextPtr.getCharStartOffset(), formatTextPtr.getUTF8Length(),
+                    DateTimeFormatUtils.DateTimeParseMode.DATETIME, false)) {
+                result.setValue(aInt64.getLongValue());
+                return true;
+            } else {
+                return false;
+            }
+        } catch (AsterixTemporalTypeParseException e) {
+            // shouldn't happen
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDayTimeDurationConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDayTimeDurationConstructorEvaluator.java
new file mode 100644
index 0000000..2706b5e
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDayTimeDurationConstructorEvaluator.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADurationSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADayTimeDuration;
+import org.apache.asterix.om.base.AMutableDayTimeDuration;
+import org.apache.asterix.om.base.temporal.ADurationParserFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractDayTimeDurationConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableDayTimeDuration aDayTimeDuration = new AMutableDayTimeDuration(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADayTimeDuration> dayTimeDurationSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADAYTIMEDURATION);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractDayTimeDurationConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case DAYTIMEDURATION:
+                result.set(inputArg);
+                break;
+            case DURATION:
+                long millis = ADurationSerializerDeserializer.getDayTime(bytes, startOffset + 1);
+                aDayTimeDuration.setMilliseconds(millis);
+                resultStorage.reset();
+                dayTimeDurationSerde.serialize(aDayTimeDuration, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseDayTimeDuration(utf8Ptr, aDayTimeDuration)) {
+                    resultStorage.reset();
+                    dayTimeDurationSerde.serialize(aDayTimeDuration, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.ADAYTIMEDURATION;
+    }
+
+    private static boolean parseDayTimeDuration(UTF8StringPointable textPtr, ADayTimeDuration result) {
+        try {
+            ADurationParserFactory.parseDuration(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                    textPtr.getUTF8Length(), result, ADurationParserFactory.ADurationParseOption.DAY_TIME);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDoubleConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDoubleConstructorEvaluator.java
index 04220ce..b38b5e2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDoubleConstructorEvaluator.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDoubleConstructorEvaluator.java
@@ -19,90 +19,87 @@
 
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
 import java.io.IOException;
 
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
 import org.apache.asterix.runtime.evaluators.common.NumberUtils;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.data.std.api.IPointable;
 import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
-public abstract class AbstractDoubleConstructorEvaluator implements IScalarEvaluator {
+public abstract class AbstractDoubleConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    protected final AMutableDouble aDouble = new AMutableDouble(0);
     @SuppressWarnings("unchecked")
-    protected static final ISerializerDeserializer<ADouble> DOUBLE_SERDE =
+    protected final ISerializerDeserializer<ADouble> doubleSerde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADOUBLE);
+    protected final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
 
-    protected final IScalarEvaluator inputEval;
-    protected final SourceLocation sourceLoc;
-    protected final ArrayBackedValueStorage resultStorage;
-    protected final DataOutput out;
-    protected final IPointable inputArg;
-    protected final AMutableDouble aDouble;
-    protected final UTF8StringPointable utf8Ptr;
-
-    protected AbstractDoubleConstructorEvaluator(IScalarEvaluator inputEval, SourceLocation sourceLoc) {
-        this.inputEval = inputEval;
-        this.sourceLoc = sourceLoc;
-        resultStorage = new ArrayBackedValueStorage();
-        out = resultStorage.getDataOutput();
-        inputArg = new VoidPointable();
-        aDouble = new AMutableDouble(0);
-        utf8Ptr = new UTF8StringPointable();
+    protected AbstractDoubleConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
     }
 
     @Override
-    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        try {
-            inputEval.evaluate(tuple, inputArg);
-            resultStorage.reset();
-
-            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                return;
-            }
-
-            evaluateImpl(result);
-        } catch (IOException e) {
-            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e, ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG);
-        }
-    }
-
-    protected void evaluateImpl(IPointable result) throws IOException {
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
         byte[] bytes = inputArg.getByteArray();
         int startOffset = inputArg.getStartOffset();
-        byte tt = bytes[startOffset];
-        if (tt == ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG) {
-            result.set(inputArg);
-        } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-            utf8Ptr.set(bytes, startOffset + 1, inputArg.getLength() - 1);
-            if (NumberUtils.parseDouble(utf8Ptr, aDouble)) {
-                DOUBLE_SERDE.serialize(aDouble, out);
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case DOUBLE:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+            case SMALLINT:
+            case INTEGER:
+            case BIGINT:
+            case FLOAT:
+                resultStorage.reset();
+                try {
+                    ATypeHierarchy.getTypePromoteComputer(inputType, ATypeTag.DOUBLE).convertType(bytes,
+                            startOffset + 1, len - 1, out);
+                } catch (IOException e) {
+                    throw HyracksDataException.create(e);
+                }
                 result.set(resultStorage);
-            } else {
-                handleUparseableString(result);
-            }
-        } else {
-            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt, ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+                break;
+            case BOOLEAN:
+                resultStorage.reset();
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aDouble.setValue(b ? 1 : 0);
+                doubleSerde.serialize(aDouble, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseDouble(utf8Ptr, aDouble)) {
+                    resultStorage.reset();
+                    doubleSerde.serialize(aDouble, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
         }
     }
 
-    protected void handleUparseableString(IPointable result) throws HyracksDataException {
-        throw new InvalidDataFormatException(sourceLoc, getIdentifier(), ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG);
+    @Override
+    protected BuiltinType getTargetType() {
+        return BuiltinType.ADOUBLE;
     }
-
-    protected abstract FunctionIdentifier getIdentifier();
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDurationConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDurationConstructorEvaluator.java
new file mode 100644
index 0000000..ee0affd
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractDurationConstructorEvaluator.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADayTimeDurationSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AYearMonthDurationSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADuration;
+import org.apache.asterix.om.base.AMutableDuration;
+import org.apache.asterix.om.base.temporal.ADurationParserFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractDurationConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableDuration aDuration = new AMutableDuration(0, 0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADuration> durationSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADURATION);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractDurationConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case DURATION:
+                result.set(inputArg);
+                break;
+            case YEARMONTHDURATION:
+                int months = AYearMonthDurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1);
+                aDuration.setValue(months, 0);
+                resultStorage.reset();
+                durationSerde.serialize(aDuration, out);
+                result.set(resultStorage);
+                break;
+            case DAYTIMEDURATION:
+                long millis = ADayTimeDurationSerializerDeserializer.getDayTime(bytes, startOffset + 1);
+                aDuration.setValue(0, millis);
+                resultStorage.reset();
+                durationSerde.serialize(aDuration, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseDuration(utf8Ptr, aDuration)) {
+                    resultStorage.reset();
+                    durationSerde.serialize(aDuration, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.ADURATION;
+    }
+
+    private static boolean parseDuration(UTF8StringPointable textPtr, ADuration result) {
+        try {
+            ADurationParserFactory.parseDuration(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                    textPtr.getUTF8Length(), result, ADurationParserFactory.ADurationParseOption.All);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractFloatConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractFloatConstructorEvaluator.java
new file mode 100644
index 0000000..3d50a6c
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractFloatConstructorEvaluator.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import java.io.IOException;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AFloat;
+import org.apache.asterix.om.base.AMutableFloat;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractFloatConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableFloat aFloat = new AMutableFloat(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AFloat> floatSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AFLOAT);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractFloatConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case FLOAT:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+            case SMALLINT:
+            case INTEGER:
+            case BIGINT:
+                resultStorage.reset();
+                try {
+                    ATypeHierarchy.getTypePromoteComputer(inputType, ATypeTag.FLOAT).convertType(bytes, startOffset + 1,
+                            len - 1, out);
+                } catch (IOException e) {
+                    throw HyracksDataException.create(e);
+                }
+                result.set(resultStorage);
+                break;
+            case DOUBLE:
+                resultStorage.reset();
+                try {
+                    ATypeHierarchy.getTypeDemoteComputer(inputType, ATypeTag.FLOAT, false).convertType(bytes,
+                            startOffset + 1, len - 1, out);
+                } catch (IOException e) {
+                    throw HyracksDataException.create(e);
+                }
+                result.set(resultStorage);
+                break;
+            case BOOLEAN:
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aFloat.setValue(b ? 1 : 0);
+                resultStorage.reset();
+                floatSerde.serialize(aFloat, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseFloat(utf8Ptr, aFloat)) {
+                    resultStorage.reset();
+                    floatSerde.serialize(aFloat, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AFLOAT;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt16ConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt16ConstructorEvaluator.java
new file mode 100644
index 0000000..ac75877
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt16ConstructorEvaluator.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AFloat;
+import org.apache.asterix.om.base.AInt16;
+import org.apache.asterix.om.base.AMutableFloat;
+import org.apache.asterix.om.base.AMutableInt16;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.commons.lang3.mutable.MutableBoolean;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractInt16ConstructorEvaluator extends AbstractIntConstructorEvaluator {
+
+    private final AMutableInt16 aInt16 = new AMutableInt16((short) 0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt16> int16Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT16);
+
+    private final AMutableFloat aFloat = new AMutableFloat(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AFloat> floatSerdeNonTagged =
+            SerializerDeserializerProvider.INSTANCE.getNonTaggedSerializerDeserializer(BuiltinType.AFLOAT);
+
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    private final MutableBoolean maybeNumeric = new MutableBoolean();
+
+    protected AbstractInt16ConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case SMALLINT:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+                promoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case INTEGER:
+            case BIGINT:
+            case FLOAT:
+            case DOUBLE:
+                demoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case BOOLEAN:
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aInt16.setValue((short) (b ? 1 : 0));
+                resultStorage.reset();
+                int16Serde.serialize(aInt16, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseInt16(utf8Ptr, aInt16, maybeNumeric)) {
+                    resultStorage.reset();
+                    int16Serde.serialize(aInt16, out);
+                    result.set(resultStorage);
+                } else if (maybeNumeric.booleanValue() && NumberUtils.parseFloat(utf8Ptr, aFloat)) {
+                    tmpStorage.reset();
+                    floatSerdeNonTagged.serialize(aFloat, tmpOut);
+                    demoteNumeric(ATypeTag.FLOAT, tmpStorage.getByteArray(), tmpStorage.getStartOffset(),
+                            tmpStorage.getLength(), result);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AINT16;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt32ConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt32ConstructorEvaluator.java
new file mode 100644
index 0000000..7b2e198
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt32ConstructorEvaluator.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADouble;
+import org.apache.asterix.om.base.AInt32;
+import org.apache.asterix.om.base.AMutableDouble;
+import org.apache.asterix.om.base.AMutableInt32;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.commons.lang3.mutable.MutableBoolean;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractInt32ConstructorEvaluator extends AbstractIntConstructorEvaluator {
+
+    private final AMutableInt32 aInt32 = new AMutableInt32(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt32> int32Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT32);
+
+    private final AMutableDouble aDouble = new AMutableDouble(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADouble> doubleSerdeNonTagged =
+            SerializerDeserializerProvider.INSTANCE.getNonTaggedSerializerDeserializer(BuiltinType.ADOUBLE);
+
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    private final MutableBoolean maybeNumeric = new MutableBoolean();
+
+    protected AbstractInt32ConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case INTEGER:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+            case SMALLINT:
+                promoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case BIGINT:
+            case FLOAT:
+            case DOUBLE:
+                demoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case BOOLEAN:
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aInt32.setValue(b ? 1 : 0);
+                resultStorage.reset();
+                int32Serde.serialize(aInt32, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseInt32(utf8Ptr, aInt32, maybeNumeric)) {
+                    resultStorage.reset();
+                    int32Serde.serialize(aInt32, out);
+                    result.set(resultStorage);
+                } else if (maybeNumeric.booleanValue() && NumberUtils.parseDouble(utf8Ptr, aDouble)) {
+                    tmpStorage.reset();
+                    doubleSerdeNonTagged.serialize(aDouble, tmpOut);
+                    demoteNumeric(ATypeTag.DOUBLE, tmpStorage.getByteArray(), tmpStorage.getStartOffset(),
+                            tmpStorage.getLength(), result);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AINT32;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt64ConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt64ConstructorEvaluator.java
index cab2db4..d02f304 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt64ConstructorEvaluator.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt64ConstructorEvaluator.java
@@ -19,91 +19,95 @@
 
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
-import java.io.IOException;
-
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADouble;
 import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
 import org.apache.asterix.runtime.evaluators.common.NumberUtils;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.commons.lang3.mutable.MutableBoolean;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.data.std.api.IPointable;
 import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
-public abstract class AbstractInt64ConstructorEvaluator implements IScalarEvaluator {
+public abstract class AbstractInt64ConstructorEvaluator extends AbstractIntConstructorEvaluator {
+
+    protected final AMutableInt64 aInt64 = new AMutableInt64(0);
     @SuppressWarnings("unchecked")
-    protected static final ISerializerDeserializer<AInt64> INT64_SERDE =
+    protected final ISerializerDeserializer<AInt64> int64Serde =
             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
 
-    protected final IScalarEvaluator inputEval;
-    protected final SourceLocation sourceLoc;
-    protected final IPointable inputArg;
-    protected final ArrayBackedValueStorage resultStorage;
-    protected final DataOutput out;
-    protected final AMutableInt64 aInt64;
-    protected final UTF8StringPointable utf8Ptr;
+    private final AMutableDouble aDouble = new AMutableDouble(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADouble> doubleSerdeNonTagged =
+            SerializerDeserializerProvider.INSTANCE.getNonTaggedSerializerDeserializer(BuiltinType.ADOUBLE);
 
-    protected AbstractInt64ConstructorEvaluator(IScalarEvaluator inputEval, SourceLocation sourceLoc) {
-        this.inputEval = inputEval;
-        this.sourceLoc = sourceLoc;
-        inputArg = new VoidPointable();
-        resultStorage = new ArrayBackedValueStorage();
-        out = resultStorage.getDataOutput();
-        aInt64 = new AMutableInt64(0);
-        utf8Ptr = new UTF8StringPointable();
+    protected final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    private final MutableBoolean maybeNumeric = new MutableBoolean();
+
+    protected AbstractInt64ConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
     }
 
     @Override
-    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        try {
-            inputEval.evaluate(tuple, inputArg);
-            resultStorage.reset();
-
-            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                return;
-            }
-
-            evaluateImpl(result);
-        } catch (IOException e) {
-            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e, ATypeTag.SERIALIZED_INT64_TYPE_TAG);
-        }
-    }
-
-    protected void evaluateImpl(IPointable result) throws IOException {
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
         byte[] bytes = inputArg.getByteArray();
         int startOffset = inputArg.getStartOffset();
-
-        byte tt = bytes[startOffset];
-        if (tt == ATypeTag.SERIALIZED_INT64_TYPE_TAG) {
-            result.set(inputArg);
-        } else if (tt == ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
-            utf8Ptr.set(bytes, startOffset + 1, inputArg.getLength() - 1);
-            if (NumberUtils.parseInt64(utf8Ptr, aInt64)) {
-                INT64_SERDE.serialize(aInt64, out);
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case BIGINT:
+                result.set(inputArg);
+                break;
+            case TINYINT:
+            case SMALLINT:
+            case INTEGER:
+                promoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case FLOAT:
+            case DOUBLE:
+                demoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case BOOLEAN:
+                resultStorage.reset();
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aInt64.setValue(b ? 1 : 0);
+                int64Serde.serialize(aInt64, out);
                 result.set(resultStorage);
-            } else {
-                handleUnparseableString(result);
-            }
-        } else {
-            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, tt, ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseInt64(utf8Ptr, aInt64, maybeNumeric)) {
+                    resultStorage.reset();
+                    int64Serde.serialize(aInt64, out);
+                    result.set(resultStorage);
+                } else if (maybeNumeric.booleanValue() && NumberUtils.parseDouble(utf8Ptr, aDouble)) {
+                    tmpStorage.reset();
+                    doubleSerdeNonTagged.serialize(aDouble, tmpOut);
+                    demoteNumeric(ATypeTag.DOUBLE, tmpStorage.getByteArray(), tmpStorage.getStartOffset(),
+                            tmpStorage.getLength(), result);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
         }
     }
 
-    protected void handleUnparseableString(IPointable result) throws HyracksDataException {
-        throw new InvalidDataFormatException(sourceLoc, getIdentifier(), ATypeTag.SERIALIZED_INT64_TYPE_TAG);
+    @Override
+    protected BuiltinType getTargetType() {
+        return BuiltinType.AINT64;
     }
-
-    protected abstract FunctionIdentifier getIdentifier();
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt8ConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt8ConstructorEvaluator.java
new file mode 100644
index 0000000..e8c73f5
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractInt8ConstructorEvaluator.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AFloat;
+import org.apache.asterix.om.base.AInt8;
+import org.apache.asterix.om.base.AMutableFloat;
+import org.apache.asterix.om.base.AMutableInt8;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.evaluators.common.NumberUtils;
+import org.apache.commons.lang3.mutable.MutableBoolean;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractInt8ConstructorEvaluator extends AbstractIntConstructorEvaluator {
+
+    private final AMutableInt8 aInt8 = new AMutableInt8((byte) 0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt8> int8Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT8);
+
+    private final AMutableFloat aFloat = new AMutableFloat(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AFloat> floatSerdeNonTagged =
+            SerializerDeserializerProvider.INSTANCE.getNonTaggedSerializerDeserializer(BuiltinType.AFLOAT);
+
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    private final MutableBoolean maybeNumeric = new MutableBoolean();
+
+    protected AbstractInt8ConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case TINYINT:
+                result.set(inputArg);
+                break;
+            case SMALLINT:
+            case INTEGER:
+            case BIGINT:
+            case FLOAT:
+            case DOUBLE:
+                demoteNumeric(inputType, bytes, startOffset + 1, len - 1, result);
+                break;
+            case BOOLEAN:
+                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
+                aInt8.setValue((byte) (b ? 1 : 0));
+                resultStorage.reset();
+                int8Serde.serialize(aInt8, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (NumberUtils.parseInt8(utf8Ptr, aInt8, maybeNumeric)) {
+                    resultStorage.reset();
+                    int8Serde.serialize(aInt8, out);
+                    result.set(resultStorage);
+                } else if (maybeNumeric.booleanValue() && NumberUtils.parseFloat(utf8Ptr, aFloat)) {
+                    tmpStorage.reset();
+                    floatSerdeNonTagged.serialize(aFloat, tmpOut);
+                    demoteNumeric(ATypeTag.FLOAT, tmpStorage.getByteArray(), tmpStorage.getStartOffset(),
+                            tmpStorage.getLength(), result);
+                    break;
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AINT8;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractIntConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractIntConstructorEvaluator.java
new file mode 100644
index 0000000..484fae2
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractIntConstructorEvaluator.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+
+public abstract class AbstractIntConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    protected final ArrayBackedValueStorage tmpStorage;
+    protected final DataOutput tmpOut;
+
+    public AbstractIntConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+        tmpStorage = new ArrayBackedValueStorage();
+        tmpOut = tmpStorage.getDataOutput();
+    }
+
+    protected void promoteNumeric(ATypeTag inputType, byte[] bytes, int startOffset, int len, IPointable result)
+            throws HyracksDataException {
+        resultStorage.reset();
+        try {
+            ATypeHierarchy.getTypePromoteComputer(inputType, getTargetType().getTypeTag()).convertType(bytes,
+                    startOffset, len, out);
+            result.set(resultStorage);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+
+    protected void demoteNumeric(ATypeTag inputType, byte[] bytes, int startOffset, int len, IPointable result)
+            throws HyracksDataException {
+        resultStorage.reset();
+        try {
+            ATypeHierarchy.getTypeDemoteComputer(inputType, getTargetType().getTypeTag(), false).convertType(bytes,
+                    startOffset, len, out);
+            result.set(resultStorage);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractStringConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractStringConstructorEvaluator.java
index 5ce7853..e1bd65b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractStringConstructorEvaluator.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractStringConstructorEvaluator.java
@@ -19,103 +19,85 @@
 
 package org.apache.asterix.runtime.evaluators.constructors;
 
-import java.io.DataOutput;
 import java.io.IOException;
 
+import org.apache.asterix.dataflow.data.nontagged.serde.ABinarySerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADayTimeDurationSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADurationSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AFloatSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ATimeSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AYearMonthDurationSerializerDeserializer;
+import org.apache.asterix.om.base.AUUID;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
 import org.apache.asterix.runtime.evaluators.common.NumberUtils;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
-import org.apache.asterix.runtime.exceptions.UnsupportedTypeException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.SourceLocation;
 import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.data.std.util.GrowableArray;
 import org.apache.hyracks.data.std.util.UTF8StringBuilder;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.util.bytes.Base64Printer;
 
-public abstract class AbstractStringConstructorEvaluator implements IScalarEvaluator {
+public abstract class AbstractStringConstructorEvaluator extends AbstractConstructorEvaluator {
 
-    protected final IScalarEvaluator inputEval;
-    protected final SourceLocation sourceLoc;
-    protected final IPointable inputArg;
-    protected final ArrayBackedValueStorage resultStorage;
-    protected final DataOutput out;
-    protected final UTF8StringBuilder builder;
-    protected final GrowableArray baaos;
+    protected final UTF8StringBuilder builder = new UTF8StringBuilder();
+    protected final GrowableArray baaos = new GrowableArray();
+    protected final StringBuilder sb = new StringBuilder(32);
 
-    protected AbstractStringConstructorEvaluator(IScalarEvaluator inputEval, SourceLocation sourceLoc) {
-        this.inputEval = inputEval;
-        this.sourceLoc = sourceLoc;
-        resultStorage = new ArrayBackedValueStorage();
-        out = resultStorage.getDataOutput();
-        inputArg = new VoidPointable();
-        builder = new UTF8StringBuilder();
-        baaos = new GrowableArray();
+    protected AbstractStringConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
     }
 
     @Override
-    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        try {
-            inputEval.evaluate(tuple, inputArg);
-            resultStorage.reset();
-
-            if (PointableHelper.checkAndSetMissingOrNull(result, inputArg)) {
-                return;
-            }
-
-            evaluateImpl(result);
-        } catch (IOException e) {
-            throw new InvalidDataFormatException(sourceLoc, getIdentifier(), e, ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-        }
-    }
-
-    protected void evaluateImpl(IPointable result) throws IOException {
-        byte[] serString = inputArg.getByteArray();
-        int offset = inputArg.getStartOffset();
-
-        ATypeTag tt = ATypeTag.VALUE_TYPE_MAPPING[serString[offset]];
-        if (tt == ATypeTag.STRING) {
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        if (inputType == ATypeTag.STRING) {
             result.set(inputArg);
-        } else {
-            int len = inputArg.getLength();
+            return;
+        }
+        try {
             baaos.reset();
             builder.reset(baaos, len);
-            int startOffset = offset + 1;
-            switch (tt) {
-                case TINYINT: {
-                    int i = AInt8SerializerDeserializer.getByte(serString, startOffset);
-                    builder.appendString(String.valueOf(i));
+            sb.setLength(0);
+            switch (inputType) {
+                case TINYINT:
+                    int i = AInt8SerializerDeserializer.getByte(bytes, startOffset + 1);
+                    sb.append(i);
+                    builder.appendString(sb);
                     break;
-                }
-                case SMALLINT: {
-                    int i = AInt16SerializerDeserializer.getShort(serString, startOffset);
-                    builder.appendString(String.valueOf(i));
+                case SMALLINT:
+                    i = AInt16SerializerDeserializer.getShort(bytes, startOffset + 1);
+                    sb.append(i);
+                    builder.appendString(sb);
                     break;
-                }
-                case INTEGER: {
-                    int i = AInt32SerializerDeserializer.getInt(serString, startOffset);
-                    builder.appendString(String.valueOf(i));
+                case INTEGER:
+                    i = AInt32SerializerDeserializer.getInt(bytes, startOffset + 1);
+                    sb.append(i);
+                    builder.appendString(sb);
                     break;
-                }
-                case BIGINT: {
-                    long l = AInt64SerializerDeserializer.getLong(serString, startOffset);
-                    builder.appendString(String.valueOf(l));
+                case BIGINT:
+                    long l = AInt64SerializerDeserializer.getLong(bytes, startOffset + 1);
+                    sb.append(l);
+                    builder.appendString(sb);
                     break;
-                }
-                case DOUBLE: {
-                    double d = ADoubleSerializerDeserializer.getDouble(serString, startOffset);
+                case DOUBLE:
+                    double d = ADoubleSerializerDeserializer.getDouble(bytes, startOffset + 1);
                     if (Double.isNaN(d)) {
                         builder.appendUtf8StringPointable(NumberUtils.NAN);
                     } else if (d == Double.POSITIVE_INFINITY) { // NOSONAR
@@ -123,12 +105,12 @@
                     } else if (d == Double.NEGATIVE_INFINITY) { // NOSONAR
                         builder.appendUtf8StringPointable(NumberUtils.NEGATIVE_INF);
                     } else {
-                        builder.appendString(String.valueOf(d));
+                        sb.append(d);
+                        builder.appendString(sb);
                     }
                     break;
-                }
-                case FLOAT: {
-                    float f = AFloatSerializerDeserializer.getFloat(serString, startOffset);
+                case FLOAT:
+                    float f = AFloatSerializerDeserializer.getFloat(bytes, startOffset + 1);
                     if (Float.isNaN(f)) {
                         builder.appendUtf8StringPointable(NumberUtils.NAN);
                     } else if (f == Float.POSITIVE_INFINITY) { // NOSONAR
@@ -136,43 +118,75 @@
                     } else if (f == Float.NEGATIVE_INFINITY) { // NOSONAR
                         builder.appendUtf8StringPointable(NumberUtils.NEGATIVE_INF);
                     } else {
-                        builder.appendString(String.valueOf(f));
+                        sb.append(f);
+                        builder.appendString(sb);
                     }
                     break;
-                }
-                case BOOLEAN: {
-                    boolean b = ABooleanSerializerDeserializer.getBoolean(serString, startOffset);
+                case BOOLEAN:
+                    boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, startOffset + 1);
                     builder.appendString(String.valueOf(b));
                     break;
-                }
-
-                // NotYetImplemented
-                case CIRCLE:
                 case DATE:
-                case DATETIME:
-                case LINE:
+                    l = ADateSerializerDeserializer.getChronon(bytes, startOffset + 1)
+                            * GregorianCalendarSystem.CHRONON_OF_DAY;
+                    GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(l, sb,
+                            GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.DAY);
+                    builder.appendString(sb);
+                    break;
                 case TIME:
-                case DURATION:
+                    i = ATimeSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                    GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(i, sb,
+                            GregorianCalendarSystem.Fields.HOUR, GregorianCalendarSystem.Fields.MILLISECOND);
+                    builder.appendString(sb);
+                    break;
+                case DATETIME:
+                    l = ADateTimeSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                    GregorianCalendarSystem.getInstance().getExtendStringRepUntilField(l, sb,
+                            GregorianCalendarSystem.Fields.YEAR, GregorianCalendarSystem.Fields.MILLISECOND);
+                    builder.appendString(sb);
+                    break;
                 case YEARMONTHDURATION:
+                    i = AYearMonthDurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1);
+                    GregorianCalendarSystem.getInstance().getDurationExtendStringRepWithTimezoneUntilField(0, i, sb);
+                    builder.appendString(sb);
+                    break;
                 case DAYTIMEDURATION:
-                case INTERVAL:
-                case ARRAY:
-                case POINT:
-                case POINT3D:
-                case RECTANGLE:
-                case POLYGON:
-                case OBJECT:
-                case MULTISET:
+                    l = ADayTimeDurationSerializerDeserializer.getDayTime(bytes, startOffset + 1);
+                    GregorianCalendarSystem.getInstance().getDurationExtendStringRepWithTimezoneUntilField(l, 0, sb);
+                    builder.appendString(sb);
+                    break;
+                case DURATION:
+                    i = ADurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1);
+                    l = ADurationSerializerDeserializer.getDayTime(bytes, startOffset + 1);
+                    GregorianCalendarSystem.getInstance().getDurationExtendStringRepWithTimezoneUntilField(l, i, sb);
+                    builder.appendString(sb);
+                    break;
                 case UUID:
+                    AUUID.appendLiteralOnly(bytes, startOffset + 1, sb);
+                    builder.appendString(sb);
+                    break;
+                case BINARY:
+                    int contentLength = ABinarySerializerDeserializer.getContentLength(bytes, startOffset + 1);
+                    int metaLength = ABinarySerializerDeserializer.getMetaLength(contentLength);
+                    Base64Printer.printBase64Binary(bytes, startOffset + 1 + metaLength, contentLength, sb);
+                    builder.appendString(sb);
+                    break;
                 default:
-                    throw new UnsupportedTypeException(sourceLoc, getIdentifier(), serString[offset]);
+                    handleUnsupportedType(inputType, result);
+                    return;
             }
             builder.finish();
+            resultStorage.reset();
             out.write(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
             out.write(baaos.getByteArray(), 0, baaos.getLength());
             result.set(resultStorage);
+        } catch (IOException e) {
+            throw HyracksDataException.create(e);
         }
     }
 
-    protected abstract FunctionIdentifier getIdentifier();
+    @Override
+    protected BuiltinType getTargetType() {
+        return BuiltinType.ASTRING;
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeConstructorEvaluator.java
new file mode 100644
index 0000000..765f491
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeConstructorEvaluator.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableTime;
+import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.base.temporal.ATimeParserFactory;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractTimeConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableTime aTime = new AMutableTime(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ATime> timeSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+    private final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
+
+    protected AbstractTimeConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case TIME:
+                result.set(inputArg);
+                break;
+            case DATETIME:
+                long chronon = ADateTimeSerializerDeserializer.getChronon(bytes, startOffset + 1);
+                int chrononTime = cal.getTimeChronon(chronon);
+                aTime.setValue(chrononTime);
+                resultStorage.reset();
+                timeSerde.serialize(aTime, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseTime(utf8Ptr, aTime)) {
+                    resultStorage.reset();
+                    timeSerde.serialize(aTime, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    protected boolean parseTime(UTF8StringPointable textPtr, AMutableTime result) {
+        int stringLength = textPtr.getUTF8Length();
+        // the string to be parsed should be at least 6 characters: hhmmss
+        if (stringLength < 6) {
+            return false;
+        }
+        try {
+            int chronon = ATimeParserFactory.parseTimePart(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                    stringLength);
+            if (chronon < 0) {
+                chronon += GregorianCalendarSystem.CHRONON_OF_DAY;
+            }
+            result.setValue(chronon);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.ATIME;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeWithFormatConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeWithFormatConstructorEvaluator.java
new file mode 100644
index 0000000..f6e945c
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractTimeWithFormatConstructorEvaluator.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.AMutableTime;
+import org.apache.asterix.om.base.temporal.AsterixTemporalTypeParseException;
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public abstract class AbstractTimeWithFormatConstructorEvaluator extends AbstractTimeConstructorEvaluator {
+
+    private final IScalarEvaluator formatEval;
+    protected final IPointable formatArg = new VoidPointable();
+    private final UTF8StringPointable formatTextPtr = new UTF8StringPointable();
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+
+    protected AbstractTimeWithFormatConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluatorFactory[] args,
+            SourceLocation sourceLoc) throws HyracksDataException {
+        super(ctx, args[0].createScalarEvaluator(ctx), sourceLoc);
+        formatEval = args[1].createScalarEvaluator(ctx);
+    }
+
+    @Override
+    protected void evaluateInput(IFrameTupleReference tuple) throws HyracksDataException {
+        super.evaluateInput(tuple);
+        formatEval.evaluate(tuple, formatArg);
+    }
+
+    @Override
+    protected boolean checkAndSetMissingOrNull(IPointable result) throws HyracksDataException {
+        return PointableHelper.checkAndSetMissingOrNull(result, inputArg, formatArg);
+    }
+
+    @Override
+    protected boolean parseTime(UTF8StringPointable textPtr, AMutableTime result) {
+        byte[] formatBytes = formatArg.getByteArray();
+        int formatStartOffset = formatArg.getStartOffset();
+        int formatLength = formatArg.getLength();
+        if (formatBytes[formatStartOffset] != ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+            return false;
+        }
+        formatTextPtr.set(formatBytes, formatStartOffset + 1, formatLength - 1);
+        try {
+            if (DateTimeFormatUtils.getInstance().parseDateTime(aInt64, textPtr.getByteArray(),
+                    textPtr.getCharStartOffset(), textPtr.getUTF8Length(), formatBytes,
+                    formatTextPtr.getCharStartOffset(), formatTextPtr.getUTF8Length(),
+                    DateTimeFormatUtils.DateTimeParseMode.TIME_ONLY, false)) {
+                result.setValue((int) aInt64.getLongValue());
+                return true;
+            } else {
+                return false;
+            }
+        } catch (AsterixTemporalTypeParseException e) {
+            // shouldn't happen
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractUUIDFromStringConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractUUIDFromStringConstructorEvaluator.java
new file mode 100644
index 0000000..e429c1d
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractUUIDFromStringConstructorEvaluator.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableUUID;
+import org.apache.asterix.om.base.AUUID;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractUUIDFromStringConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableUUID uuid = new AMutableUUID();
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AUUID> uuidSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AUUID);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractUUIDFromStringConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case UUID:
+                result.set(inputArg);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseUUID(utf8Ptr, uuid)) {
+                    resultStorage.reset();
+                    uuidSerde.serialize(uuid, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AUUID;
+    }
+
+    private static boolean parseUUID(UTF8StringPointable textPtr, AMutableUUID result) {
+        try {
+            // first byte: tag, next x bytes: length
+            result.parseUUIDHexBytes(textPtr.getByteArray(), textPtr.getCharStartOffset());
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractYearMonthDurationConstructorEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractYearMonthDurationConstructorEvaluator.java
new file mode 100644
index 0000000..5c39367
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/constructors/AbstractYearMonthDurationConstructorEvaluator.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.constructors;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADurationSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableYearMonthDuration;
+import org.apache.asterix.om.base.AYearMonthDuration;
+import org.apache.asterix.om.base.temporal.ADurationParserFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public abstract class AbstractYearMonthDurationConstructorEvaluator extends AbstractConstructorEvaluator {
+
+    private final AMutableYearMonthDuration aYearMonthDuration = new AMutableYearMonthDuration(0);
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AYearMonthDuration> yearMonthDurationSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AYEARMONTHDURATION);
+    private final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+
+    protected AbstractYearMonthDurationConstructorEvaluator(IEvaluatorContext ctx, IScalarEvaluator inputEval,
+            SourceLocation sourceLoc) {
+        super(ctx, inputEval, sourceLoc);
+    }
+
+    @Override
+    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+        byte[] bytes = inputArg.getByteArray();
+        int startOffset = inputArg.getStartOffset();
+        int len = inputArg.getLength();
+        ATypeTag inputType = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes[startOffset]);
+        switch (inputType) {
+            case YEARMONTHDURATION:
+                result.set(inputArg);
+                break;
+            case DURATION:
+                int months = ADurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1);
+                aYearMonthDuration.setMonths(months);
+                resultStorage.reset();
+                yearMonthDurationSerde.serialize(aYearMonthDuration, out);
+                result.set(resultStorage);
+                break;
+            case STRING:
+                utf8Ptr.set(bytes, startOffset + 1, len - 1);
+                if (parseYearMonthDuration(utf8Ptr, aYearMonthDuration)) {
+                    resultStorage.reset();
+                    yearMonthDurationSerde.serialize(aYearMonthDuration, out);
+                    result.set(resultStorage);
+                } else {
+                    handleParseError(utf8Ptr, result);
+                }
+                break;
+            default:
+                handleUnsupportedType(inputType, result);
+                break;
+        }
+    }
+
+    @Override
+    protected final BuiltinType getTargetType() {
+        return BuiltinType.AYEARMONTHDURATION;
+    }
+
+    private static boolean parseYearMonthDuration(UTF8StringPointable textPtr, AMutableYearMonthDuration result) {
+        try {
+            ADurationParserFactory.parseDuration(textPtr.getByteArray(), textPtr.getCharStartOffset(),
+                    textPtr.getUTF8Length(), result, ADurationParserFactory.ADurationParseOption.YEAR_MONTH);
+            return true;
+        } catch (HyracksDataException e) {
+            return false;
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AndDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AndDescriptor.java
index a0c28b9..ef9c77b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AndDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AndDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -45,12 +44,7 @@
 
 public class AndDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AndDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AndDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AnyCollectionMemberDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AnyCollectionMemberDescriptor.java
index 734966e..d2dcb9e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AnyCollectionMemberDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/AnyCollectionMemberDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AOrderedListSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AUnorderedListSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -44,12 +43,7 @@
 public class AnyCollectionMemberDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AnyCollectionMemberDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = AnyCollectionMemberDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ArrayIfNullDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ArrayIfNullDescriptor.java
index aa0b567..2f66203 100755
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ArrayIfNullDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ArrayIfNullDescriptor.java
@@ -24,7 +24,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -59,12 +58,7 @@
 public class ArrayIfNullDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ArrayIfNullDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ArrayIfNullDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CastTypeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CastTypeDescriptor.java
index c27423b..6a0d6fb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CastTypeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CastTypeDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.functions.IFunctionTypeInferer;
-import org.apache.asterix.om.typecomputer.impl.TypeComputeUtils;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.functions.FunctionTypeInferers;
@@ -64,14 +63,6 @@
     public void setImmutableStates(Object... states) {
         reqType = (IAType) states[0];
         inputType = (IAType) states[1];
-        // If reqType or inputType is null, or they are the same, it indicates there is a bug in the compiler.
-        if (reqType == null || inputType == null || reqType.equals(inputType)) {
-            throw new IllegalStateException(
-                    "Invalid types for casting, required type " + reqType + ", input type " + inputType);
-        }
-        // NULLs and MISSINGs are handled by the generated code, therefore we only need to handle actual types here.
-        this.reqType = TypeComputeUtils.getActualType(reqType);
-        this.inputType = TypeComputeUtils.getActualType(inputType);
     }
 
     @Override
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CheckUnknownDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CheckUnknownDescriptor.java
index 88be867..ee6883e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CheckUnknownDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CheckUnknownDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -42,12 +41,7 @@
 public class CheckUnknownDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CheckUnknownDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CheckUnknownDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateCircleDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateCircleDescriptor.java
index c45f90c..b92bc11 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateCircleDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateCircleDescriptor.java
@@ -30,7 +30,6 @@
 import org.apache.asterix.om.base.AMutableCircle;
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreateCircleDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreateCircleDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateLineDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateLineDescriptor.java
index efcce7a..233d8f2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateLineDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateLineDescriptor.java
@@ -30,7 +30,6 @@
 import org.apache.asterix.om.base.AMutableLine;
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreateLineDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreateLineDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateMBRDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateMBRDescriptor.java
index 4048802..8266199 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateMBRDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateMBRDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.CreateMBREvalFactory;
@@ -31,11 +30,7 @@
 public class CreateMBRDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreateMBRDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreateMBRDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePointDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePointDescriptor.java
index 200c16c..a1c9b69 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePointDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePointDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutablePoint;
 import org.apache.asterix.om.base.APoint;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -47,12 +46,7 @@
 @MissingNullInOutFunction
 public class CreatePointDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreatePointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreatePointDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePolygonDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePolygonDescriptor.java
index 2792f3c..11d776c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePolygonDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreatePolygonDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 public class CreatePolygonDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreatePolygonDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreatePolygonDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateRectangleDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateRectangleDescriptor.java
index 054d477..779cb7b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateRectangleDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateRectangleDescriptor.java
@@ -30,7 +30,6 @@
 import org.apache.asterix.om.base.AMutableRectangle;
 import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreateRectangleDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreateRectangleDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateUUIDDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateUUIDDescriptor.java
index e895ddb..ffa0155 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateUUIDDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/CreateUUIDDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.om.base.AGeneratedUUID;
 import org.apache.asterix.om.base.AUUID;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -42,12 +41,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CreateUUIDDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CreateUUIDDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsDescriptor.java
deleted file mode 100644
index a3c3e5e..0000000
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsDescriptor.java
+++ /dev/null
@@ -1,107 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-package org.apache.asterix.runtime.evaluators.functions;
-
-import java.util.LinkedHashMap;
-import java.util.Map;
-
-import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
-import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.common.FullTextContainsEvaluator;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.util.string.UTF8StringUtil;
-
-@MissingNullInOutFunction
-public class FullTextContainsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
-    private static final long serialVersionUID = 1L;
-
-    // parameter name and its type - based on the order of parameters in this map, parameters will be re-arranged.
-    private static final Map<String, ATypeTag> paramTypeMap = new LinkedHashMap<>();
-
-    public static final String SEARCH_MODE_OPTION = "mode";
-    public static final String DISJUNCTIVE_SEARCH_MODE_OPTION = "any";
-    public static final String CONJUNCTIVE_SEARCH_MODE_OPTION = "all";
-
-    private static final byte[] SEARCH_MODE_OPTION_ARRAY = UTF8StringUtil.writeStringToBytes(SEARCH_MODE_OPTION);
-    private static final byte[] DISJUNCTIVE_SEARCH_MODE_OPTION_ARRAY =
-            UTF8StringUtil.writeStringToBytes(DISJUNCTIVE_SEARCH_MODE_OPTION);
-    private static final byte[] CONJUNCTIVE_SEARCH_MODE_OPTION_ARRAY =
-            UTF8StringUtil.writeStringToBytes(CONJUNCTIVE_SEARCH_MODE_OPTION);
-
-    static {
-        paramTypeMap.put(SEARCH_MODE_OPTION, ATypeTag.STRING);
-    }
-
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new FullTextContainsDescriptor();
-        }
-    };
-
-    /**
-     * Creates full-text search evaluator. There are three arguments:
-     * arg0: Expression1 - search field
-     * arg1: Expression2 - search predicate
-     * arg2 and so on: Full-text search option
-     */
-    @Override
-    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args)
-            throws AlgebricksException {
-        return new IScalarEvaluatorFactory() {
-            private static final long serialVersionUID = 1L;
-
-            @Override
-            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new FullTextContainsEvaluator(args, ctx);
-            }
-        };
-    }
-
-    @Override
-    public FunctionIdentifier getIdentifier() {
-        return BuiltinFunctions.FULLTEXT_CONTAINS;
-    }
-
-    public static byte[] getSearchModeOptionArray() {
-        return SEARCH_MODE_OPTION_ARRAY;
-    }
-
-    public static byte[] getDisjunctiveFTSearchOptionArray() {
-        return DISJUNCTIVE_SEARCH_MODE_OPTION_ARRAY;
-    }
-
-    public static byte[] getConjunctiveFTSearchOptionArray() {
-        return CONJUNCTIVE_SEARCH_MODE_OPTION_ARRAY;
-    }
-
-    public static Map<String, ATypeTag> getParamTypeMap() {
-        return paramTypeMap;
-    }
-}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsFunctionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsFunctionDescriptor.java
new file mode 100644
index 0000000..c6c2eed
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsFunctionDescriptor.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.functions.IFunctionTypeInferer;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.common.FullTextContainsFunctionEvaluator;
+import org.apache.asterix.runtime.functions.FunctionTypeInferers;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+// Descriptor for the ftcontains() function.
+//
+// This is different from the full-text config descriptor (FullTextConfigDescriptor)
+// which contains a tokenizer and full-text filter descriptors (AbstractFullTextFilterDescriptor).
+@MissingNullInOutFunction
+public class FullTextContainsFunctionDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 2L;
+
+    // parameter name and its type - based on the order of parameters in this map, parameters will be re-arranged.
+    private static final Map<String, ATypeTag> paramTypeMap = new LinkedHashMap<>();
+
+    public static final String SEARCH_MODE_OPTION = "mode";
+    private static final byte[] SEARCH_MODE_OPTION_ARRAY = UTF8StringUtil.writeStringToBytes(SEARCH_MODE_OPTION);
+    private static final byte[] DISJUNCTIVE_SEARCH_MODE_OPTION_ARRAY =
+            UTF8StringUtil.writeStringToBytes(SearchMode.ANY.getValue());
+    private static final byte[] CONJUNCTIVE_SEARCH_MODE_OPTION_ARRAY =
+            UTF8StringUtil.writeStringToBytes(SearchMode.ALL.getValue());
+
+    public enum SearchMode {
+        ANY("any"),
+        ALL("all");
+
+        private String value;
+
+        SearchMode(String value) {
+            this.value = value;
+        }
+
+        public String getValue() {
+            return value;
+        }
+    }
+
+    public static final String FULLTEXT_CONFIG_OPTION = "config";
+    private IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
+
+    static {
+        paramTypeMap.put(SEARCH_MODE_OPTION, ATypeTag.STRING);
+        paramTypeMap.put(FULLTEXT_CONFIG_OPTION, ATypeTag.STRING);
+    }
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new FullTextContainsFunctionDescriptor();
+        }
+
+        @Override
+        public IFunctionTypeInferer createFunctionTypeInferer() {
+            return new FunctionTypeInferers.FullTextContainsTypeInferer();
+        }
+    };
+
+    public FullTextContainsFunctionDescriptor() {
+    }
+
+    @Override
+    public void setImmutableStates(Object... states) {
+        super.setImmutableStates(states);
+
+        IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory = (IFullTextConfigEvaluatorFactory) states[0];
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
+    }
+
+    /**
+     * Creates full-text search evaluator. There are three arguments:
+     * arg0: Expression1 - search field
+     * arg1: Expression2 - search predicate
+     * arg2 and so on: Full-text search option
+     */
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args)
+            throws AlgebricksException {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 2L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new FullTextContainsFunctionEvaluator(args, ctx, fullTextConfigEvaluatorFactory);
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.FULLTEXT_CONTAINS;
+    }
+
+    public static byte[] getSearchModeOptionArray() {
+        return SEARCH_MODE_OPTION_ARRAY;
+    }
+
+    public static byte[] getDisjunctiveFTSearchOptionArray() {
+        return DISJUNCTIVE_SEARCH_MODE_OPTION_ARRAY;
+    }
+
+    public static byte[] getConjunctiveFTSearchOptionArray() {
+        return CONJUNCTIVE_SEARCH_MODE_OPTION_ARRAY;
+    }
+
+    public static Map<String, ATypeTag> getParamTypeMap() {
+        return paramTypeMap;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionDescriptor.java
deleted file mode 100644
index a9197f2..0000000
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionDescriptor.java
+++ /dev/null
@@ -1,69 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-package org.apache.asterix.runtime.evaluators.functions;
-
-import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
-import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.common.FullTextContainsEvaluator;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
-import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-
-@MissingNullInOutFunction
-public class FullTextContainsWithoutOptionDescriptor extends AbstractScalarFunctionDynamicDescriptor {
-    private static final long serialVersionUID = 1L;
-
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new FullTextContainsWithoutOptionDescriptor();
-        }
-    };
-
-    /**
-     * Creates full-text search evaluator. There are two arguments:
-     * arg0: Expression1 - search field
-     * arg1: Expression2 - search predicate
-     */
-    @Override
-    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args)
-            throws AlgebricksException {
-        return new IScalarEvaluatorFactory() {
-            private static final long serialVersionUID = 1L;
-
-            @Override
-            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
-                return new FullTextContainsEvaluator(args, ctx);
-            }
-        };
-    }
-
-    @Override
-    public FunctionIdentifier getIdentifier() {
-        return BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION;
-    }
-
-}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionFunctionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionFunctionDescriptor.java
new file mode 100644
index 0000000..3263656
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/FullTextContainsWithoutOptionFunctionDescriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.functions.IFunctionTypeInferer;
+import org.apache.asterix.runtime.functions.FunctionTypeInferers;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+// Descriptor for the ftcontains() function.
+//
+// This is different from the full-text config descriptor (FullTextConfigDescriptor)
+// which contains a tokenizer and full-text filter descriptors (AbstractFullTextFilterDescriptor).
+@MissingNullInOutFunction
+public class FullTextContainsWithoutOptionFunctionDescriptor extends FullTextContainsFunctionDescriptor {
+    private static final long serialVersionUID = 2L;
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.FULLTEXT_CONTAINS_WO_OPTION;
+    }
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new FullTextContainsWithoutOptionFunctionDescriptor();
+        }
+
+        @Override
+        public IFunctionTypeInferer createFunctionTypeInferer() {
+            return new FunctionTypeInferers.FullTextContainsTypeInferer();
+        }
+    };
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetIntersectionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetIntersectionDescriptor.java
new file mode 100644
index 0000000..e37fa05
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetIntersectionDescriptor.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.functions;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutablePoint;
+import org.apache.asterix.om.base.AMutableRectangle;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class GetIntersectionDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = () -> new GetIntersectionDescriptor();
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.GET_INTERSECTION;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                final IHyracksTaskContext hyracksTaskContext = ctx.getTaskContext();
+
+                return new IScalarEvaluator() {
+
+                    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private final IPointable inputArg0 = new VoidPointable();
+                    private final IPointable inputArg1 = new VoidPointable();
+                    private final IScalarEvaluator eval0 = args[0].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval1 = args[1].createScalarEvaluator(ctx);
+
+                    private final AMutableRectangle aRectangle =
+                            new AMutableRectangle(new AMutablePoint(0.0, 0.0), new AMutablePoint(0.0, 0.0));
+                    private final AMutablePoint[] aPoint = { new AMutablePoint(0, 0), new AMutablePoint(0, 0) };
+
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer<ARectangle> rectangleSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ARECTANGLE);
+
+                    @Override
+                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+                        resultStorage.reset();
+
+                        eval0.evaluate(tuple, inputArg0);
+                        eval1.evaluate(tuple, inputArg1);
+
+                        if (PointableHelper.checkAndSetMissingOrNull(result, inputArg0, inputArg1)) {
+                            return;
+                        }
+
+                        byte[] bytes0 = inputArg0.getByteArray();
+                        byte[] bytes1 = inputArg1.getByteArray();
+
+                        int offset0 = inputArg0.getStartOffset();
+                        int offset1 = inputArg1.getStartOffset();
+
+                        ATypeTag tag0 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes0[offset0]);
+                        ATypeTag tag1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes1[offset1]);
+
+                        if (tag0 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes0[offset0],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+                        if (tag1 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 1, bytes1[offset1],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+
+                        double ax1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double ay1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double ax2 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+                        double ay2 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+
+                        double bx1 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double by1 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double bx2 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+                        double by2 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+
+                        // Bottom-left of the intersection rectangle
+                        double ix1 = Math.max(ax1, bx1);
+                        double iy1 = Math.max(ay1, by1);
+
+                        // Top-right of the intersection rectangle
+                        double ix2 = Math.min(ax2, bx2);
+                        double iy2 = Math.min(ay2, by2);
+
+                        // Update the intersection rectangle.
+                        // If there is no intersection, return default rectangle [(0,0),(0,0)]
+                        if ((ix1 < ix2) && (iy1 < iy2)) {
+                            aPoint[0].setValue(ix1, iy1);
+                            aPoint[1].setValue(ix2, iy2);
+                        } else {
+                            aPoint[0].setValue(0.0, 0.0);
+                            aPoint[1].setValue(0.0, 0.0);
+                        }
+                        aRectangle.setValue(aPoint[0], aPoint[1]);
+                        resultStorage.reset();
+                        rectangleSerde.serialize(aRectangle, resultStorage.getDataOutput());
+                        result.set(resultStorage);
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetItemDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetItemDescriptor.java
index fb71eae..86204f0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetItemDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetItemDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AOrderedListSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AUnorderedListSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -46,12 +45,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GetItemDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GetItemDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetJobParameterByNameDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetJobParameterByNameDescriptor.java
index ce781fb..6201218 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetJobParameterByNameDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetJobParameterByNameDescriptor.java
@@ -22,7 +22,6 @@
 import java.io.IOException;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -35,12 +34,7 @@
 
 public class GetJobParameterByNameDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GetJobParameterByNameDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GetJobParameterByNameDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetTypeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetTypeDescriptor.java
index 843ef62..cbb253a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetTypeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/GetTypeDescriptor.java
@@ -51,9 +51,7 @@
                     private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
                     private DataOutput dataOutput = resultStorage.getDataOutput();
                     private IScalarEvaluator inputEval = args[0].createScalarEvaluator(ctx);
-                    final IPointable inputArg = new VoidPointable();
-
-                    private StringBuilder stringBuilder = new StringBuilder();
+                    private final IPointable inputArg = new VoidPointable();
                     private final UTF8StringWriter writer = new UTF8StringWriter();
 
                     @Override
@@ -61,13 +59,11 @@
                         resultStorage.reset();
                         inputEval.evaluate(tuple, inputArg);
 
-                        byte[] bytes = inputArg.getByteArray();
-                        int offset = inputArg.getStartOffset();
-                        stringBuilder.append(ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]].toString());
-
                         try {
+                            byte[] bytes = inputArg.getByteArray();
+                            int offset = inputArg.getStartOffset();
                             dataOutput.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
-                            writer.writeUTF8(stringBuilder.toString(), dataOutput);
+                            writer.writeUTF8(ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]].toString(), dataOutput);
                         } catch (IOException e) {
                             throw HyracksDataException.create(e);
                         }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/InjectFailureDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/InjectFailureDescriptor.java
index 075c707..e70aaa8 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/InjectFailureDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/InjectFailureDescriptor.java
@@ -22,7 +22,6 @@
 import org.apache.asterix.common.exceptions.RuntimeDataException;
 import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -45,12 +44,7 @@
 
     private static final Logger LOGGER = LogManager.getLogger();
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new InjectFailureDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = InjectFailureDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/LenDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/LenDescriptor.java
index f94bc32..6143f25 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/LenDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/LenDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,12 +47,7 @@
 @MissingNullInOutFunction
 public class LenDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new LenDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = LenDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NotDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NotDescriptor.java
index bba8cac..4b4cbc2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NotDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NotDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -45,12 +44,7 @@
 @MissingNullInOutFunction
 public class NotDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NotDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NotDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericACosDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericACosDescriptor.java
index 15ce5f8..146e89d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericACosDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericACosDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -33,12 +32,7 @@
 @MissingNullInOutFunction
 public class NumericACosDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericACosDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericACosDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericASinDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericASinDescriptor.java
index 6e48b90..3f132a1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericASinDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericASinDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericASinDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericASinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericASinDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATan2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATan2Descriptor.java
index 815b479..d042cdc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATan2Descriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATan2Descriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -48,12 +47,7 @@
 public class NumericATan2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericATan2Descriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericATan2Descriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATanDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATanDescriptor.java
index bb8fd12..99acea7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATanDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericATanDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericATanDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericATanDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericATanDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAbsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAbsDescriptor.java
index 4140410..d988982 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAbsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAbsDescriptor.java
@@ -25,7 +25,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -38,12 +37,7 @@
 @MissingNullInOutFunction
 public class NumericAbsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericAbsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericAbsDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAddDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAddDescriptor.java
index f82cb7c..d0691f5 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAddDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericAddDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.exceptions.OverflowException;
@@ -36,11 +35,7 @@
 public class NumericAddDescriptor extends AbstractNumericArithmeticEval {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericAddDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericAddDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCeilingDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCeilingDescriptor.java
index 209ae75..6e6cbdc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCeilingDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCeilingDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class NumericCeilingDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericCeilingDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericCeilingDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCosDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCosDescriptor.java
index a5056ae..0057445 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCosDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCosDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericCosDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericCosDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericCosDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCoshDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCoshDescriptor.java
index 9ad9daa..40b784e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCoshDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericCoshDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericCoshDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericCoshDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericCoshDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDegreesDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDegreesDescriptor.java
index 96d3f9e..173d41e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDegreesDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDegreesDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericDegreesDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericDegreesDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericDegreesDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivDescriptor.java
index dbd5251..8215d8e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.exceptions.OverflowException;
@@ -36,11 +35,7 @@
 public class NumericDivDescriptor extends AbstractNumericArithmeticEval {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericDivDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericDivDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivideDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivideDescriptor.java
index b23c2ac..a03792a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivideDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericDivideDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,11 +33,7 @@
 public class NumericDivideDescriptor extends AbstractNumericArithmeticEval {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericDivideDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericDivideDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericExpDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericExpDescriptor.java
index 20054cd..6468cd7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericExpDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericExpDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericExpDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericExpDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericExpDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericFloorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericFloorDescriptor.java
index b1f19d7..fbfc738 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericFloorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericFloorDescriptor.java
@@ -25,7 +25,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -38,12 +37,7 @@
 @MissingNullInOutFunction
 public class NumericFloorDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericFloorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericFloorDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLnDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLnDescriptor.java
index dfd6a8d..0e3c8c9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLnDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLnDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericLnDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericLnDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericLnDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLogDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLogDescriptor.java
index e12b948..db4a4f1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLogDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericLogDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericLogDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericLogDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericLogDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericModuloDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericModuloDescriptor.java
index 3932eda..a6b6db4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericModuloDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericModuloDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,13 +33,7 @@
 public class NumericModuloDescriptor extends AbstractNumericArithmeticEval {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericModuloDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericModuloDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericMultiplyDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericMultiplyDescriptor.java
index 7bfb983..95410d5 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericMultiplyDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericMultiplyDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.exceptions.OverflowException;
@@ -35,11 +34,7 @@
 public class NumericMultiplyDescriptor extends AbstractNumericArithmeticEval {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericMultiplyDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericMultiplyDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericPowerDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericPowerDescriptor.java
index be97a65..ecb003b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericPowerDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericPowerDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.exceptions.OverflowException;
@@ -38,11 +37,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericPowerDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericPowerDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.evaluators.functions.AbstractNumericArithmeticEval#evaluateInteger(long, long)
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRadiansDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRadiansDescriptor.java
index 38b07ce..7bab807 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRadiansDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRadiansDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericRadiansDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericRadiansDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericRadiansDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfToEvenDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfToEvenDescriptor.java
index b1879a6..944850a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfToEvenDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfToEvenDescriptor.java
@@ -25,7 +25,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -39,12 +38,7 @@
 @MissingNullInOutFunction
 public class NumericRoundHalfToEvenDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericRoundHalfToEvenDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericRoundHalfToEvenDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfUp2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfUp2Descriptor.java
new file mode 100644
index 0000000..2ebc302
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericRoundHalfUp2Descriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.functions;
+
+import java.math.BigDecimal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public class NumericRoundHalfUp2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    public static final IFunctionDescriptorFactory FACTORY = NumericRoundHalfUp2Descriptor::new;
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.NUMERIC_ROUND_HALF_UP2;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                return new NumericRoundTruncEvaluator(ctx, args, BigDecimal.ROUND_HALF_UP, getIdentifier(), sourceLoc);
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSignDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSignDescriptor.java
index 05d5723..ee65375 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSignDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSignDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericSignDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSignDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSignDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinDescriptor.java
index 2d9e578..b5a22ad 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericSinDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSinDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinhDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinhDescriptor.java
index d8d610e..6d66a2c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinhDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSinhDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericSinhDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSinhDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSinhDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSqrtDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSqrtDescriptor.java
index fe1e673..e4206ed 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSqrtDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSqrtDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericSqrtDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSqrtDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSqrtDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubDescriptor.java
index 6305074..275dfca 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubDescriptor.java
@@ -23,7 +23,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.exceptions.OverflowException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,11 +33,7 @@
 public class NumericSubDescriptor extends AbstractNumericArithmeticEval {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSubDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSubDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubtractDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubtractDescriptor.java
index e1aaf38..bc69fac 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubtractDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericSubtractDescriptor.java
@@ -35,7 +35,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.base.AMutableInt8;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -57,12 +56,7 @@
 public class NumericSubtractDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericSubtractDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericSubtractDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanDescriptor.java
index ececf63..c20c46e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericTanDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericTanDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericTanDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanhDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanhDescriptor.java
index 2d569b7..923e9c9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanhDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericTanhDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 @MissingNullInOutFunction
 public class NumericTanhDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericTanhDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericTanhDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericUnaryMinusDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericUnaryMinusDescriptor.java
index 29a16d9..06a5b76 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericUnaryMinusDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/NumericUnaryMinusDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class NumericUnaryMinusDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new NumericUnaryMinusDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = NumericUnaryMinusDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/OrDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/OrDescriptor.java
index 71069f8..091fd4b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/OrDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/OrDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -45,12 +44,7 @@
 
 public class OrDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new OrDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = OrDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/PointableHelper.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/PointableHelper.java
index 01aa181..7a017bd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/PointableHelper.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/PointableHelper.java
@@ -170,43 +170,49 @@
     // 1 pointable check
     public static boolean checkAndSetMissingOrNull(IPointable result, IPointable pointable1)
             throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, null, pointable1, null, null, null);
+        return checkAndSetMissingOrNull(result, null, pointable1, null, null, null, null);
     }
 
     // 2 pointables check
     public static boolean checkAndSetMissingOrNull(IPointable result, IPointable pointable1, IPointable pointable2)
             throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, null, null);
+        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, null, null, null);
     }
 
     // 3 pointables check
     public static boolean checkAndSetMissingOrNull(IPointable result, IPointable pointable1, IPointable pointable2,
             IPointable pointable3) throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, pointable3, null);
+        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, pointable3, null, null);
     }
 
     // 4 pointables check
     public static boolean checkAndSetMissingOrNull(IPointable result, IPointable pointable1, IPointable pointable2,
             IPointable pointable3, IPointable pointable4) throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, pointable3, pointable4);
+        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, pointable3, pointable4, null);
+    }
+
+    // 5 pointables check
+    public static boolean checkAndSetMissingOrNull(IPointable result, IPointable pointable1, IPointable pointable2,
+            IPointable pointable3, IPointable pointable4, IPointable pointable5) throws HyracksDataException {
+        return checkAndSetMissingOrNull(result, null, pointable1, pointable2, pointable3, pointable4, pointable5);
     }
 
     // 1 pointable check (check list members for missing values)
     public static boolean checkAndSetMissingOrNull(IPointable result, ListAccessor listAccessor, IPointable pointable1)
             throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, listAccessor, pointable1, null, null, null);
+        return checkAndSetMissingOrNull(result, listAccessor, pointable1, null, null, null, null);
     }
 
     // 2 pointables check (check list members for missing values)
     public static boolean checkAndSetMissingOrNull(IPointable result, ListAccessor listAccessor, IPointable pointable1,
             IPointable pointable2) throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, listAccessor, pointable1, pointable2, null, null);
+        return checkAndSetMissingOrNull(result, listAccessor, pointable1, pointable2, null, null, null);
     }
 
     // 3 pointables check (check list members for missing values)
     public static boolean checkAndSetMissingOrNull(IPointable result, ListAccessor listAccessor, IPointable pointable1,
             IPointable pointable2, IPointable pointable3) throws HyracksDataException {
-        return checkAndSetMissingOrNull(result, listAccessor, pointable1, pointable2, pointable3, null);
+        return checkAndSetMissingOrNull(result, listAccessor, pointable1, pointable2, pointable3, null, null);
     }
 
     /**
@@ -227,11 +233,13 @@
      * @param pointable2 the second pointable to be checked
      * @param pointable3 the third pointable to be checked
      * @param pointable4 the fourth pointable to be checked
+     * @param pointable5 the fourth pointable to be checked
      *
      * @return {@code true} if the pointable value is missing or null, {@code false} otherwise.
      */
     public static boolean checkAndSetMissingOrNull(IPointable result, ListAccessor listAccessor, IPointable pointable1,
-            IPointable pointable2, IPointable pointable3, IPointable pointable4) throws HyracksDataException {
+            IPointable pointable2, IPointable pointable3, IPointable pointable4, IPointable pointable5)
+            throws HyracksDataException {
 
         // this flag will keep an eye on whether a null value is encountered or not
         boolean isMeetNull = false;
@@ -278,6 +286,17 @@
             }
         }
 
+        if (pointable5 != null) {
+            switch (getPointableValueState(pointable5, listAccessor)) {
+                case MISSING:
+                    setMissing(result);
+                    return true;
+                case NULL:
+                    isMeetNull = true;
+                    break;
+            }
+        }
+
         // this is reached only if no missing is encountered in all the passed pointables
         if (isMeetNull) {
             setNull(result);
@@ -289,6 +308,41 @@
     }
 
     /**
+     * Checks whether the pointable {@param pointable1} is null or missing, and if true, assigns null to the
+     * {@param result}.
+     *
+     * @param result the result pointable that will hold the null value
+     * @param pointable1 the pointable to be checked
+     *
+     * @return {@code true} if the {@param pointable1} value is missing or null, {@code false} otherwise.
+     */
+    public static boolean checkAndSetNull(IPointable result, IPointable pointable1) throws HyracksDataException {
+        switch (getPointableValueState(pointable1, null)) {
+            case MISSING:
+            case NULL:
+                setNull(result);
+                return true;
+            default:
+                return false;
+        }
+    }
+
+    /**
+     * Checks whether any pointable argument is null or missing, and if true, assigns null to the
+     * {@param result}.
+     *
+     * @param result the result pointable that will hold the null value
+     * @param pointable1 the pointable to be checked
+     * @param pointable2 the pointable to be checked
+     *
+     * @return {@code true} if any pointable is missing or null, {@code false} otherwise.
+     */
+    public static boolean checkAndSetNull(IPointable result, IPointable pointable1, IPointable pointable2)
+            throws HyracksDataException {
+        return checkAndSetNull(result, pointable1) || checkAndSetNull(result, pointable2);
+    }
+
+    /**
      * This method checks and returns the pointable value state.
      *
      * If a ListAccessor is passed to this function, it will check if the passed pointable is a list, and if so, it
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomDescriptor.java
index 82289ed..8184434 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomDescriptor.java
@@ -20,7 +20,6 @@
 package org.apache.asterix.runtime.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.RandomHelper;
@@ -35,12 +34,7 @@
 public class RandomDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new RandomDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = RandomDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomWithSeedDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomWithSeedDescriptor.java
index bd6bd3d..c47253b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomWithSeedDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/RandomWithSeedDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -43,12 +42,7 @@
 public class RandomWithSeedDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new RandomWithSeedDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = RandomWithSeedDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ReferenceTileDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ReferenceTileDescriptor.java
new file mode 100644
index 0000000..c55aa75
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ReferenceTileDescriptor.java
@@ -0,0 +1,176 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.evaluators.functions;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableInt32;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class ReferenceTileDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new ReferenceTileDescriptor();
+        }
+    };
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.REFERENCE_TILE;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                return new IScalarEvaluator() {
+                    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private final IPointable inputArg0 = new VoidPointable();
+                    private final IPointable inputArg1 = new VoidPointable();
+                    private final IPointable inputArg2 = new VoidPointable();
+                    private final IPointable inputArg3 = new VoidPointable();
+                    private final IPointable inputArg4 = new VoidPointable();
+                    private final IPointable inputArg5 = new VoidPointable();
+                    private final IScalarEvaluator eval0 = args[0].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval1 = args[1].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval2 = args[2].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval3 = args[3].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval4 = args[4].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval5 = args[5].createScalarEvaluator(ctx);
+
+                    private final AMutableInt32 aInt32 = new AMutableInt32(0);
+
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer intSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT32);
+
+                    @Override
+                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+                        eval0.evaluate(tuple, inputArg0);
+                        eval1.evaluate(tuple, inputArg1);
+                        eval2.evaluate(tuple, inputArg2);
+                        eval3.evaluate(tuple, inputArg3);
+                        eval4.evaluate(tuple, inputArg4);
+                        eval5.evaluate(tuple, inputArg5);
+
+                        if (PointableHelper.checkAndSetMissingOrNull(result, inputArg0, inputArg1, inputArg2, inputArg3,
+                                inputArg4)) {
+                            return;
+                        }
+
+                        byte[] bytes0 = inputArg0.getByteArray();
+                        byte[] bytes1 = inputArg1.getByteArray();
+                        byte[] bytes2 = inputArg2.getByteArray();
+                        byte[] bytes3 = inputArg3.getByteArray();
+                        byte[] bytes4 = inputArg4.getByteArray();
+
+                        int offset0 = inputArg0.getStartOffset();
+                        int offset1 = inputArg1.getStartOffset();
+                        int offset2 = inputArg2.getStartOffset();
+                        int offset3 = inputArg3.getStartOffset();
+                        int offset4 = inputArg4.getStartOffset();
+
+                        ATypeTag tag0 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes0[offset0]);
+                        ATypeTag tag1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes1[offset1]);
+                        ATypeTag tag2 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes2[offset2]);
+
+                        if (tag0 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes0[offset0],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+                        if (tag1 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes1[offset1],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+                        if (tag2 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes2[offset2],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+
+                        double ax1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double ay1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double bx1 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double by1 = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double minX = ADoubleSerializerDeserializer.getDouble(bytes2, offset2 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double minY = ADoubleSerializerDeserializer.getDouble(bytes2, offset2 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double maxX = ADoubleSerializerDeserializer.getDouble(bytes2, offset2 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+                        double maxY = ADoubleSerializerDeserializer.getDouble(bytes2, offset2 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+
+                        int rows = ATypeHierarchy.getIntegerValue(getIdentifier().getName(), 0, bytes3, offset3);
+                        int columns = ATypeHierarchy.getIntegerValue(getIdentifier().getName(), 0, bytes4, offset4);
+
+                        // Compute the reference point
+                        double x = Math.max(ax1, bx1);
+                        double y = Math.max(ay1, by1);
+
+                        // Compute the tile ID of the reference point
+                        int row = (int) Math.ceil((y - minY) * rows / (maxY - minY));
+                        int col = (int) Math.ceil((x - minX) * columns / (maxX - minX));
+
+                        row = Math.min(Math.max(1, row), rows * columns);
+                        col = Math.min(Math.max(1, col), rows * columns);
+
+                        int tileId = (row - 1) * columns + col;
+                        resultStorage.reset();
+                        aInt32.setValue(tileId);
+                        intSerde.serialize(aInt32, resultStorage.getDataOutput());
+                        result.set(resultStorage);
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialAreaDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialAreaDescriptor.java
index 10ecb1f..b7164a1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialAreaDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialAreaDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -50,12 +49,7 @@
 public class SpatialAreaDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SpatialAreaDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SpatialAreaDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialCellDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialCellDescriptor.java
index d0c40c9..3753f58 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialCellDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialCellDescriptor.java
@@ -30,7 +30,6 @@
 import org.apache.asterix.om.base.AMutableRectangle;
 import org.apache.asterix.om.base.ARectangle;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,12 +50,7 @@
 public class SpatialCellDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SpatialCellDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SpatialCellDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialDistanceDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialDistanceDescriptor.java
index 3c428e8..af858f4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialDistanceDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SpatialDistanceDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.APointSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -45,12 +44,7 @@
 public class SpatialDistanceDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SpatialDistanceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SpatialDistanceDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringContainsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringContainsDescriptor.java
index b4d8ab6..eeec70f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringContainsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringContainsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class StringContainsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringContainsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringContainsDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEndsWithDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEndsWithDescriptor.java
index 0c952cf..333eb5a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEndsWithDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEndsWithDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class StringEndsWithDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringEndsWithDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringEndsWithDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEqualDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEqualDescriptor.java
index bbe7c59..4bee3ce 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEqualDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringEqualDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class StringEqualDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringEqualDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringEqualDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringInitCapDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringInitCapDescriptor.java
index b201c80..a385931 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringInitCapDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringInitCapDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -38,12 +37,7 @@
 public class StringInitCapDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringInitCapDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringInitCapDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrim2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrim2Descriptor.java
index 6aebf6b..9f561d4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrim2Descriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrim2Descriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -38,12 +37,7 @@
 public class StringLTrim2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringLTrim2Descriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringLTrim2Descriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrimDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrimDescriptor.java
index 4d4fd93..d86287f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrimDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLTrimDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -39,12 +38,7 @@
 public class StringLTrimDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringLTrimDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringLTrimDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLengthDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLengthDescriptor.java
index a4fd667..47caf14 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLengthDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLengthDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -47,12 +46,7 @@
 @MissingNullInOutFunction
 public class StringLengthDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringLengthDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringLengthDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLowerCaseDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLowerCaseDescriptor.java
index f37a385..b1c60bd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLowerCaseDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringLowerCaseDescriptor.java
@@ -22,7 +22,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -37,12 +36,7 @@
 public class StringLowerCaseDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringLowerCaseDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringLowerCaseDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrim2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrim2Descriptor.java
index bf463a1..2817652 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrim2Descriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrim2Descriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -38,12 +37,7 @@
 public class StringRTrim2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringRTrim2Descriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringRTrim2Descriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrimDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrimDescriptor.java
index e99c401..5f04340 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrimDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRTrimDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -39,12 +38,7 @@
 public class StringRTrimDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringRTrimDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringRTrimDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeDescriptor.java
index 8a6587e..b5544cb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.RegExpMatcher;
@@ -36,12 +35,7 @@
 public class StringRegExpLikeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringRegExpLikeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringRegExpLikeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeWithFlagDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeWithFlagDescriptor.java
index 046f80e..c8f8c61 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeWithFlagDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringRegExpLikeWithFlagDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.RegExpMatcher;
@@ -36,12 +35,7 @@
 public class StringRegExpLikeWithFlagDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringRegExpLikeWithFlagDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringRegExpLikeWithFlagDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReplaceDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReplaceDescriptor.java
index e240bfa..f0f547f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReplaceDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReplaceDescriptor.java
@@ -21,7 +21,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringReplacer;
@@ -36,12 +35,7 @@
 @MissingNullInOutFunction
 public class StringReplaceDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringReplaceDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringReplaceDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReverseDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReverseDescriptor.java
index 6d81e59..bc514da 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReverseDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringReverseDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -37,12 +36,7 @@
 @MissingNullInOutFunction
 public class StringReverseDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringReverseDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringReverseDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringSplitDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringSplitDescriptor.java
index aef92c5..2a56a57 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringSplitDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringSplitDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -49,12 +48,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringSplitDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringSplitDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringStartsWithDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringStartsWithDescriptor.java
index 41eeeca..caa1e64 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringStartsWithDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringStartsWithDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class StringStartsWithDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringStartsWithDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringStartsWithDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringToCodePointDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringToCodePointDescriptor.java
index 8d03352..2f6a223 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringToCodePointDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringToCodePointDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -51,12 +50,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringToCodePointDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringToCodePointDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrim2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrim2Descriptor.java
index 3fad596..60c6c04 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrim2Descriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrim2Descriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -38,12 +37,7 @@
 public class StringTrim2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringTrim2Descriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringTrim2Descriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrimDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrimDescriptor.java
index 3f0ec52..c252037 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrimDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringTrimDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.utils.StringTrimmer;
@@ -39,12 +38,7 @@
 public class StringTrimDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringTrimDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringTrimDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringUpperCaseDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringUpperCaseDescriptor.java
index 102892b..300dd86 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringUpperCaseDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/StringUpperCaseDescriptor.java
@@ -22,7 +22,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -37,12 +36,7 @@
 public class StringUpperCaseDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new StringUpperCaseDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = StringUpperCaseDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/Substring2Eval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/Substring2Eval.java
index 124ae40..e5a6853 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/Substring2Eval.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/Substring2Eval.java
@@ -96,7 +96,7 @@
         string.set(bytes, offset + 1, len - 1);
         array.reset();
         try {
-            int actualStart = start >= 0 ? start - baseOffset : string.getStringLength() + start;
+            int actualStart = start >= 0 ? Math.max(start - baseOffset, 0) : string.getStringLength() + start;
             boolean success = UTF8StringPointable.substr(string, actualStart, Integer.MAX_VALUE, builder, array);
             if (success) {
                 out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringAfterDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringAfterDescriptor.java
index 44c1094..e106a1c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringAfterDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringAfterDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -44,12 +43,7 @@
 @MissingNullInOutFunction
 public class SubstringAfterDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SubstringAfterDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SubstringAfterDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringBeforeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringBeforeDescriptor.java
index 4da815f..6eef5ce 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringBeforeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringBeforeDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.exceptions.ExceptionUtil;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -44,12 +43,7 @@
 @MissingNullInOutFunction
 public class SubstringBeforeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SubstringBeforeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SubstringBeforeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringEval.java
index e8c2ff8..dec6cce 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringEval.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SubstringEval.java
@@ -108,7 +108,7 @@
         string.set(bytes, offset + 1, length - 1);
         array.reset();
         try {
-            int actualStart = start >= 0 ? start - baseOffset : string.getStringLength() + start;
+            int actualStart = start >= 0 ? Math.max(start - baseOffset, 0) : string.getStringLength() + start;
             boolean success = UTF8StringPointable.substr(string, actualStart, len, builder, array);
             if (success) {
                 out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SwitchCaseDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SwitchCaseDescriptor.java
index 3e1eb49..fbf52f2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SwitchCaseDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/SwitchCaseDescriptor.java
@@ -19,7 +19,6 @@
 package org.apache.asterix.runtime.evaluators.functions;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -34,12 +33,7 @@
 public class SwitchCaseDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SwitchCaseDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SwitchCaseDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBigIntDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBigIntDescriptor.java
index 6040e1c..b1edd2c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBigIntDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBigIntDescriptor.java
@@ -19,16 +19,10 @@
 
 package org.apache.asterix.runtime.evaluators.functions;
 
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
-import org.apache.asterix.om.types.hierachy.ITypeConvertComputer;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AbstractInt64ConstructorEvaluator;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -41,12 +35,7 @@
 @MissingNullInOutFunction
 public class ToBigIntDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToBigIntDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToBigIntDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -55,54 +44,23 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractInt64ConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractInt64ConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    protected void evaluateImpl(IPointable result) throws IOException {
-                        byte[] bytes = inputArg.getByteArray();
-                        int offset = inputArg.getStartOffset();
-                        ATypeTag tt = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-                        switch (tt) {
-                            case BOOLEAN:
-                                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, offset + 1);
-                                aInt64.setValue(b ? 1 : 0);
-                                INT64_SERDE.serialize(aInt64, out);
-                                result.set(resultStorage);
-                                break;
-
-                            case TINYINT:
-                            case SMALLINT:
-                            case INTEGER:
-                                ITypeConvertComputer tpcc = ATypeHierarchy.getTypePromoteComputer(tt, ATypeTag.BIGINT);
-                                tpcc.convertType(bytes, offset + 1, inputArg.getLength() - 1, out);
-                                result.set(resultStorage);
-                                break;
-
-                            case FLOAT:
-                            case DOUBLE:
-                                ITypeConvertComputer tdcc =
-                                        ATypeHierarchy.getTypeDemoteComputer(tt, ATypeTag.BIGINT, false);
-                                tdcc.convertType(bytes, offset + 1, inputArg.getLength() - 1, out);
-                                result.set(resultStorage);
-                                break;
-
+                    protected void handleUnsupportedType(ATypeTag inputType, IPointable result)
+                            throws HyracksDataException {
+                        switch (inputType) {
                             case ARRAY:
                             case MULTISET:
                             case OBJECT:
                                 PointableHelper.setNull(result);
                                 break;
-
                             default:
-                                super.evaluateImpl(result);
+                                super.handleUnsupportedType(inputType, result);
                                 break;
                         }
                     }
 
                     @Override
-                    protected void handleUnparseableString(IPointable result) {
-                        PointableHelper.setNull(result);
-                    }
-
-                    @Override
                     protected FunctionIdentifier getIdentifier() {
                         return ToBigIntDescriptor.this.getIdentifier();
                     }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBooleanDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBooleanDescriptor.java
index 594b6d8..4954ece 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBooleanDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToBooleanDescriptor.java
@@ -20,21 +20,13 @@
 package org.apache.asterix.runtime.evaluators.functions;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AFloatSerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AOrderedListSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.ARecordSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AUnorderedListSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.common.NumberUtils;
 import org.apache.asterix.runtime.evaluators.constructors.AbstractBooleanConstructorEvaluator;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
@@ -48,12 +40,7 @@
 public class ToBooleanDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToBooleanDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToBooleanDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -62,61 +49,35 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractBooleanConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractBooleanConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    protected void evaluateImpl(IPointable result) throws HyracksDataException {
+                    protected void handleUnsupportedType(ATypeTag inputType, IPointable result)
+                            throws HyracksDataException {
                         byte[] bytes = inputArg.getByteArray();
-                        int offset = inputArg.getStartOffset();
-
-                        ATypeTag tt = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-                        switch (tt) {
-                            case TINYINT:
-                                setInteger(AInt8SerializerDeserializer.getByte(bytes, offset + 1), result);
-                                break;
-                            case SMALLINT:
-                                setInteger(AInt16SerializerDeserializer.getShort(bytes, offset + 1), result);
-                                break;
-                            case INTEGER:
-                                setInteger(AInt32SerializerDeserializer.getInt(bytes, offset + 1), result);
-                                break;
-                            case BIGINT:
-                                setInteger(AInt64SerializerDeserializer.getLong(bytes, offset + 1), result);
-                                break;
-                            case FLOAT:
-                                setDouble(AFloatSerializerDeserializer.getFloat(bytes, offset + 1), result);
-                                break;
-                            case DOUBLE:
-                                setDouble(ADoubleSerializerDeserializer.getDouble(bytes, offset + 1), result);
-                                break;
-                            case STRING:
-                                setInteger(UTF8StringUtil.getStringLength(bytes, offset + 1), result);
-                                break;
+                        int startOffset = inputArg.getStartOffset();
+                        int len = inputArg.getLength();
+                        switch (inputType) {
                             case ARRAY:
-                                setInteger(AOrderedListSerializerDeserializer.getNumberOfItems(bytes, offset), result);
+                                int n = AOrderedListSerializerDeserializer.getNumberOfItems(bytes, startOffset);
+                                setInteger(n, result);
                                 break;
                             case MULTISET:
-                                setInteger(AUnorderedListSerializerDeserializer.getNumberOfItems(bytes, offset),
-                                        result);
+                                n = AUnorderedListSerializerDeserializer.getNumberOfItems(bytes, startOffset);
+                                setInteger(n, result);
                                 break;
                             case OBJECT:
-                                setBoolean(result, !ARecordSerializerDeserializer.hasNoFields(bytes, offset,
-                                        inputArg.getLength()));
+                                boolean empty = ARecordSerializerDeserializer.hasNoFields(bytes, startOffset, len);
+                                setBoolean(result, !empty);
                                 break;
                             default:
-                                super.evaluateImpl(result);
+                                super.handleUnsupportedType(inputType, result);
                                 break;
                         }
                     }
 
-                    private void setInteger(long v, IPointable result) throws HyracksDataException {
-                        setBoolean(result, v != 0);
-                    }
-
-                    private void setDouble(double v, IPointable result) throws HyracksDataException {
-                        long bits = Double.doubleToLongBits(v);
-                        boolean zeroOrNaN = bits == NumberUtils.POSITIVE_ZERO_BITS
-                                || bits == NumberUtils.NEGATIVE_ZERO_BITS || bits == NumberUtils.NAN_BITS;
-                        setBoolean(result, !zeroOrNaN);
+                    @Override
+                    protected Boolean parseBoolean(byte[] bytes, int offset, int len) {
+                        return UTF8StringUtil.getStringLength(bytes, offset + 1) != 0;
                     }
 
                     @Override
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToDoubleDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToDoubleDescriptor.java
index 70ed398..196afb6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToDoubleDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToDoubleDescriptor.java
@@ -19,16 +19,10 @@
 
 package org.apache.asterix.runtime.evaluators.functions;
 
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ABooleanSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
-import org.apache.asterix.om.types.hierachy.ITypeConvertComputer;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AbstractDoubleConstructorEvaluator;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -41,12 +35,7 @@
 @MissingNullInOutFunction
 public class ToDoubleDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToDoubleDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToDoubleDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -55,48 +44,23 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractDoubleConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
+                return new AbstractDoubleConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    protected void evaluateImpl(IPointable result) throws IOException {
-                        byte[] bytes = inputArg.getByteArray();
-                        int offset = inputArg.getStartOffset();
-                        ATypeTag tt = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-                        switch (tt) {
-                            case BOOLEAN:
-                                boolean b = ABooleanSerializerDeserializer.getBoolean(bytes, offset + 1);
-                                aDouble.setValue(b ? 1 : 0);
-                                DOUBLE_SERDE.serialize(aDouble, out);
-                                result.set(resultStorage);
-                                break;
-
-                            case TINYINT:
-                            case SMALLINT:
-                            case INTEGER:
-                            case BIGINT:
-                            case FLOAT:
-                                ITypeConvertComputer tcc = ATypeHierarchy.getTypePromoteComputer(tt, ATypeTag.DOUBLE);
-                                tcc.convertType(bytes, offset + 1, inputArg.getLength() - 1, out);
-                                result.set(resultStorage);
-                                break;
-
+                    protected void handleUnsupportedType(ATypeTag inputType, IPointable result)
+                            throws HyracksDataException {
+                        switch (inputType) {
                             case ARRAY:
                             case MULTISET:
                             case OBJECT:
                                 PointableHelper.setNull(result);
                                 break;
-
                             default:
-                                super.evaluateImpl(result);
+                                super.handleUnsupportedType(inputType, result);
                                 break;
                         }
                     }
 
                     @Override
-                    protected void handleUparseableString(IPointable result) {
-                        PointableHelper.setNull(result);
-                    }
-
-                    @Override
                     protected FunctionIdentifier getIdentifier() {
                         return ToDoubleDescriptor.this.getIdentifier();
                     }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToNumberDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToNumberDescriptor.java
index a5e66af..5a16efc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToNumberDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToNumberDescriptor.java
@@ -29,13 +29,13 @@
 import org.apache.asterix.om.base.AMutableDouble;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.common.NumberUtils;
 import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.commons.lang3.mutable.MutableBoolean;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
@@ -51,12 +51,7 @@
 @MissingNullInOutFunction
 public class ToNumberDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToNumberDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToNumberDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -73,6 +68,7 @@
                 final AMutableInt64 aInt64 = new AMutableInt64(0);
                 final AMutableDouble aDouble = new AMutableDouble(0);
                 final UTF8StringPointable utf8Ptr = new UTF8StringPointable();
+                final MutableBoolean maybeNumeric = new MutableBoolean();
 
                 @SuppressWarnings("unchecked")
                 final ISerializerDeserializer<AInt64> INT64_SERDE =
@@ -114,10 +110,10 @@
 
                             case STRING:
                                 utf8Ptr.set(bytes, startOffset + 1, inputArg.getLength() - 1);
-                                if (NumberUtils.parseInt64(utf8Ptr, aInt64)) {
+                                if (NumberUtils.parseInt64(utf8Ptr, aInt64, maybeNumeric)) {
                                     INT64_SERDE.serialize(aInt64, out);
                                     result.set(resultStorage);
-                                } else if (NumberUtils.parseDouble(utf8Ptr, aDouble)) {
+                                } else if (maybeNumeric.booleanValue() && NumberUtils.parseDouble(utf8Ptr, aDouble)) {
                                     DOUBLE_SERDE.serialize(aDouble, out);
                                     result.set(resultStorage);
                                 } else {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToObjectDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToObjectDescriptor.java
index 7c57c1e..9d0373b 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToObjectDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToObjectDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.builders.RecordBuilder;
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -42,12 +41,7 @@
 public class ToObjectDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = -4146417699529927812L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToObjectDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToObjectDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToStringDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToStringDescriptor.java
index 6635082..84ce9d7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToStringDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/ToStringDescriptor.java
@@ -19,35 +19,23 @@
 
 package org.apache.asterix.runtime.evaluators.functions;
 
-import java.io.IOException;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AbstractStringConstructorEvaluator;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.api.IPointable;
 
 @MissingNullInOutFunction
 public class ToStringDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ToStringDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ToStringDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -56,33 +44,21 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new AbstractStringConstructorEvaluator(args[0].createScalarEvaluator(ctx), sourceLoc) {
-                    @SuppressWarnings("unchecked")
-                    private final ISerializerDeserializer<ANull> nullSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ANULL);
-
+                return new AbstractStringConstructorEvaluator(ctx, args[0].createScalarEvaluator(ctx), sourceLoc) {
                     @Override
-                    protected void evaluateImpl(IPointable result) throws IOException {
-                        byte[] bytes = inputArg.getByteArray();
-                        int offset = inputArg.getStartOffset();
-                        ATypeTag tt = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-                        switch (tt) {
+                    protected void handleUnsupportedType(ATypeTag inputType, IPointable result)
+                            throws HyracksDataException {
+                        switch (inputType) {
                             case ARRAY:
                             case MULTISET:
                             case OBJECT:
-                                setNull(result);
+                                PointableHelper.setNull(result);
                                 break;
                             default:
-                                super.evaluateImpl(result);
-                                break;
+                                super.handleUnsupportedType(inputType, result);
                         }
                     }
 
-                    private void setNull(IPointable result) throws HyracksDataException {
-                        nullSerde.serialize(ANull.NULL, out);
-                        result.set(resultStorage);
-                    }
-
                     @Override
                     protected FunctionIdentifier getIdentifier() {
                         return ToStringDescriptor.this.getIdentifier();
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/TreatAsIntegerDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/TreatAsIntegerDescriptor.java
index aa42ede..2fee7e9 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/TreatAsIntegerDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/TreatAsIntegerDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AMutableInt32;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -49,12 +48,7 @@
 @MissingNullInOutFunction
 public class TreatAsIntegerDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TreatAsIntegerDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TreatAsIntegerDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/UUIDDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/UUIDDescriptor.java
index 3076358..5437222 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/UUIDDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/UUIDDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.om.base.AGeneratedUUID;
 import org.apache.asterix.om.base.AUUID;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -43,12 +42,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new UUIDDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = UUIDDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryConcatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryConcatDescriptor.java
index 907b591..1b115e4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryConcatDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryConcatDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMissing;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,12 +49,7 @@
 public class BinaryConcatDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new BinaryConcatDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = BinaryConcatDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
@@ -100,10 +94,10 @@
                         }
                         try {
                             listAccessor.reset(data, offset);
+                            boolean itemsAreSelfDescribing = listAccessor.itemsAreSelfDescribing();
                             int concatLength = 0;
                             boolean itemIsNull = false;
                             for (int i = 0; i < listAccessor.size(); i++) {
-                                // TODO(ali): itemOffset should be adjusted if list is heterogeneous like string_concat
                                 int itemOffset = listAccessor.getItemOffset(i);
                                 ATypeTag itemType = listAccessor.getItemType(itemOffset);
                                 if (itemType != ATypeTag.BINARY) {
@@ -119,6 +113,9 @@
                                     throw new UnsupportedItemTypeException(sourceLoc, getIdentifier(),
                                             itemType.serialize());
                                 }
+                                if (itemsAreSelfDescribing) {
+                                    itemOffset++;
+                                }
                                 concatLength += ByteArrayPointable.getContentLength(data, itemOffset);
                             }
                             if (itemIsNull) {
@@ -132,6 +129,9 @@
 
                             for (int i = 0; i < listAccessor.size(); i++) {
                                 int itemOffset = listAccessor.getItemOffset(i);
+                                if (itemsAreSelfDescribing) {
+                                    itemOffset++;
+                                }
                                 int length = ByteArrayPointable.getContentLength(data, itemOffset);
                                 dataOutput.write(data,
                                         itemOffset + ByteArrayPointable.getNumberBytesToStoreMeta(length), length);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryLengthDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryLengthDescriptor.java
index 7305fbf..7649ba5 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryLengthDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/BinaryLengthDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -43,12 +42,7 @@
 @MissingNullInOutFunction
 public class BinaryLengthDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new BinaryLengthDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = BinaryLengthDescriptor::new;
 
     private static final ATypeTag[] EXPECTED_TAGS = { ATypeTag.BINARY };
 
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/ParseBinaryDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/ParseBinaryDescriptor.java
index 83be52c..dea07fb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/ParseBinaryDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/ParseBinaryDescriptor.java
@@ -24,7 +24,6 @@
 import org.apache.asterix.om.base.ABinary;
 import org.apache.asterix.om.base.AMutableBinary;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -49,12 +48,7 @@
     private static final UTF8StringPointable HEX_FORMAT = UTF8StringPointable.generateUTF8Pointable("hex");
     private static final UTF8StringPointable BASE64_FORMAT = UTF8StringPointable.generateUTF8Pointable("base64");
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ParseBinaryDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = ParseBinaryDescriptor::new;
 
     public static final ATypeTag[] EXPECTED_INPUT_TAGS = { ATypeTag.STRING, ATypeTag.STRING };
 
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/PrintBinaryDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/PrintBinaryDescriptor.java
index ee303ba..521c010 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/PrintBinaryDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/binary/PrintBinaryDescriptor.java
@@ -23,7 +23,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -53,12 +52,7 @@
         return BuiltinFunctions.PRINT_BINARY;
     }
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrintBinaryDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = PrintBinaryDescriptor::new;
 
     public final static ATypeTag[] EXPECTED_INPUT_TAGS = { ATypeTag.BINARY, ATypeTag.STRING };
 
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/FieldAccessByNameDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/FieldAccessByNameDescriptor.java
index c5c7c97..10670dc 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/FieldAccessByNameDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/FieldAccessByNameDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -30,11 +29,7 @@
 public class FieldAccessByNameDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new FieldAccessByNameDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = FieldAccessByNameDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatDescriptor.java
index 401335c..b617085 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatDescriptor.java
@@ -46,18 +46,20 @@
         }
     };
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
 
     private ARecordType[] argTypes;
+    private ARecordType listItemRecordType;
 
     @Override
     public void setImmutableStates(Object... states) {
-        argTypes = (ARecordType[]) states;
+        argTypes = (ARecordType[]) states[0];
+        listItemRecordType = (ARecordType) states[1];
     }
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
-        return new RecordConcatEvalFactory(args, argTypes, false, sourceLoc);
+        return new RecordConcatEvalFactory(args, argTypes, listItemRecordType, false, sourceLoc);
     }
 
     @Override
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatEvalFactory.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatEvalFactory.java
index c4bc87e..890bb13 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatEvalFactory.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatEvalFactory.java
@@ -25,6 +25,7 @@
 import java.util.List;
 
 import org.apache.asterix.builders.RecordBuilder;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.pointables.ARecordVisitablePointable;
 import org.apache.asterix.om.pointables.base.DefaultOpenFieldType;
@@ -33,6 +34,7 @@
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.runtime.evaluators.common.ListAccessor;
 import org.apache.asterix.runtime.evaluators.functions.BinaryHashMap;
 import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.common.utils.Triple;
@@ -40,29 +42,36 @@
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.IWarningCollector;
 import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.exceptions.Warning;
 import org.apache.hyracks.data.std.api.IPointable;
 import org.apache.hyracks.data.std.primitive.VoidPointable;
 import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
 import org.apache.hyracks.data.std.util.BinaryEntry;
 import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.util.LogRedactionUtil;
+import org.apache.hyracks.util.string.UTF8StringUtil;
 
 class RecordConcatEvalFactory implements IScalarEvaluatorFactory {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
 
     private final IScalarEvaluatorFactory[] args;
 
     private final ARecordType[] argTypes;
 
+    private final ARecordType listItemRecordType;
+
     private final boolean failOnArgTypeMismatch;
 
     private final SourceLocation sourceLoc;
 
-    RecordConcatEvalFactory(IScalarEvaluatorFactory[] args, ARecordType[] argTypes, boolean failOnArgTypeMismatch,
-            SourceLocation sourceLoc) {
+    RecordConcatEvalFactory(IScalarEvaluatorFactory[] args, ARecordType[] argTypes, ARecordType listItemRecordType,
+            boolean failOnArgTypeMismatch, SourceLocation sourceLoc) {
         this.args = args;
         this.argTypes = argTypes;
+        this.listItemRecordType = listItemRecordType;
         this.failOnArgTypeMismatch = failOnArgTypeMismatch;
         this.sourceLoc = sourceLoc;
     }
@@ -73,7 +82,7 @@
         for (int i = 0; i < args.length; i++) {
             argEvals[i] = args[i].createScalarEvaluator(ctx);
         }
-        return new RecordConcatEvaluator(argEvals);
+        return new RecordConcatEvaluator(argEvals, ctx.getWarningCollector());
     }
 
     private final class RecordConcatEvaluator implements IScalarEvaluator {
@@ -81,9 +90,16 @@
         private static final int TABLE_FRAME_SIZE = 32768;
         private static final int TABLE_SIZE = 100;
 
+        private ListAccessor listAccessor;
+        private ARecordVisitablePointable itemRecordPointable;
+        private final ArrayBackedValueStorage itemRecordStorage;
+        private boolean itemRecordCastRequired;
+
+        private ArgKind argKind;
+        private final IPointable firstArg;
         private final IScalarEvaluator[] argEvals;
-        private final IPointable[] argPointables;
-        private final ARecordVisitablePointable[] argRecordPointables;
+        private IPointable[] argPointables;
+        private ARecordVisitablePointable[] argRecordPointables;
         private final ARecordVisitablePointable openRecordPointable;
 
         private final BitSet castRequired;
@@ -98,11 +114,15 @@
         private final BinaryEntry keyEntry;
         private final BinaryEntry valEntry;
 
-        private RecordConcatEvaluator(IScalarEvaluator[] argEvals) {
-            this.argEvals = argEvals;
+        private final IWarningCollector warningCollector;
 
-            argPointables = new IPointable[args.length];
-            argRecordPointables = new ARecordVisitablePointable[args.length];
+        private int numRecords;
+
+        private RecordConcatEvaluator(IScalarEvaluator[] argEvals, IWarningCollector warningCollector) {
+            this.argEvals = argEvals;
+            this.warningCollector = warningCollector;
+
+            firstArg = new VoidPointable();
             openRecordPointable = new ARecordVisitablePointable(DefaultOpenFieldType.NESTED_OPEN_RECORD_TYPE);
 
             resultStorage = new ArrayBackedValueStorage();
@@ -117,45 +137,101 @@
             valEntry.set(new byte[0], 0, 0);
 
             castRequired = new BitSet();
-            for (int i = 0; i < args.length; i++) {
-                argPointables[i] = new VoidPointable();
-                ARecordType argType = argTypes[i];
-                if (argType != null) {
-                    argRecordPointables[i] = new ARecordVisitablePointable(argType);
-                    if (hasDerivedType(argType.getFieldTypes())) {
-                        castRequired.set(i);
-                        if (castVisitor == null) {
-                            castVisitor = new ACastVisitor();
-                            castVisitorArg = new Triple<>(openRecordPointable, openRecordPointable.getInputRecordType(),
-                                    Boolean.FALSE);
+            itemRecordStorage = new ArrayBackedValueStorage();
+            if (listItemRecordType != null) {
+                // init if we know we will always get one list of records whose type is known at compile-time
+                itemRecordPointable = new ARecordVisitablePointable(listItemRecordType);
+                if (hasDerivedType(listItemRecordType.getFieldTypes())) {
+                    itemRecordCastRequired = true;
+                    initCastVisitor();
+                }
+            } else {
+                // otherwise, any kind of arguments are possible (and possibly a single open list of records)
+                argPointables = new IPointable[args.length];
+                argRecordPointables = new ARecordVisitablePointable[args.length];
+                for (int i = 0; i < args.length; i++) {
+                    argPointables[i] = new VoidPointable();
+                    ARecordType argType = argTypes[i];
+                    if (argType != null) {
+                        argRecordPointables[i] = new ARecordVisitablePointable(argType);
+                        if (hasDerivedType(argType.getFieldTypes())) {
+                            castRequired.set(i);
+                            initCastVisitor();
                         }
                     }
                 }
             }
         }
 
+        private void initCastVisitor() {
+            if (castVisitor == null) {
+                castVisitor = new ACastVisitor();
+                castVisitorArg =
+                        new Triple<>(openRecordPointable, openRecordPointable.getInputRecordType(), Boolean.FALSE);
+            }
+        }
+
         @Override
         public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
             resultStorage.reset();
-            if (validateArgs(tuple)) {
-                processArgs();
+            if (args.length == 0) {
+                writeTypeTag(ATypeTag.SERIALIZED_NULL_TYPE_TAG, result);
+                return;
             }
+            if (!validateArgs(tuple, result)) {
+                return;
+            }
+            processArgs();
             result.set(resultStorage);
         }
 
-        private boolean validateArgs(IFrameTupleReference tuple) throws HyracksDataException {
-            if (args.length == 0) {
-                writeTypeTag(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
-                return false;
+        private boolean validateArgs(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+            if (argEvals.length == 1) {
+                // either 1 list arg or 1 presumably record arg
+                argEvals[0].evaluate(tuple, firstArg);
+                byte[] data = firstArg.getByteArray();
+                int offset = firstArg.getStartOffset();
+                ATypeTag typeTag = ATypeTag.VALUE_TYPE_MAPPING[data[offset]];
+                if (typeTag.isListType()) {
+                    if (listAccessor == null) {
+                        listAccessor = new ListAccessor();
+                    }
+                    listAccessor.reset(data, offset);
+                    argKind = ArgKind.SINGLE_ARG_LIST;
+                    numRecords = listAccessor.size();
+                    if (numRecords == 0) {
+                        writeTypeTag(ATypeTag.SERIALIZED_NULL_TYPE_TAG, result);
+                        return false;
+                    }
+                } else {
+                    argKind = ArgKind.SINGLE_ARG;
+                    numRecords = 1;
+                }
+            } else {
+                // fixed number of args (presumably records)
+                argKind = ArgKind.MULTIPLE_ARGS;
+                numRecords = argEvals.length;
             }
-            boolean returnMissing = false, returnNull = false;
-            for (int i = 0; i < argEvals.length; i++) {
-                IPointable argPtr = argPointables[i];
-                argEvals[i].evaluate(tuple, argPtr);
+            return validateRecords(tuple, result, argKind);
+        }
 
-                byte[] data = argPtr.getByteArray();
-                int offset = argPtr.getStartOffset();
-                byte typeTag = data[offset];
+        private boolean validateRecords(IFrameTupleReference tuple, IPointable result, ArgKind argKind)
+                throws HyracksDataException {
+            boolean returnMissing = false, returnNull = false;
+            for (int i = 0; i < numRecords; i++) {
+                byte typeTag;
+                if (argKind == ArgKind.SINGLE_ARG_LIST) {
+                    typeTag = listAccessor.getItemTypeAt(i).serialize();
+                } else if (argKind == ArgKind.SINGLE_ARG) {
+                    // first arg has already been evaluated before
+                    IPointable argPtr = argPointables[i];
+                    argPtr.set(firstArg);
+                    typeTag = argPtr.getByteArray()[argPtr.getStartOffset()];
+                } else {
+                    IPointable argPtr = argPointables[i];
+                    argEvals[i].evaluate(tuple, argPtr);
+                    typeTag = argPtr.getByteArray()[argPtr.getStartOffset()];
+                }
 
                 if (typeTag == ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
                     returnMissing = true;
@@ -174,11 +250,11 @@
                 }
             }
             if (returnMissing) {
-                writeTypeTag(ATypeTag.SERIALIZED_MISSING_TYPE_TAG);
+                writeTypeTag(ATypeTag.SERIALIZED_MISSING_TYPE_TAG, result);
                 return false;
             }
             if (returnNull) {
-                writeTypeTag(ATypeTag.SERIALIZED_NULL_TYPE_TAG);
+                writeTypeTag(ATypeTag.SERIALIZED_NULL_TYPE_TAG, result);
                 return false;
             }
             return true;
@@ -187,14 +263,34 @@
         private void processArgs() throws HyracksDataException {
             outRecordBuilder.init();
             fieldMap.clear();
-            for (int i = argEvals.length - 1; i >= 0; i--) {
+            if (argKind == ArgKind.SINGLE_ARG_LIST) {
+                processListRecords();
+            } else {
+                processArgsRecords();
+            }
+            outRecordBuilder.write(resultOutput, true);
+        }
+
+        private void processListRecords() throws HyracksDataException {
+            for (int i = numRecords - 1; i >= 0; i--) {
+                try {
+                    itemRecordStorage.reset();
+                    listAccessor.writeItem(i, itemRecordStorage.getDataOutput());
+                    appendRecord(itemRecordStorage, itemRecordPointable, itemRecordCastRequired);
+                } catch (IOException e) {
+                    throw HyracksDataException.create(e);
+                }
+            }
+        }
+
+        private void processArgsRecords() throws HyracksDataException {
+            for (int i = numRecords - 1; i >= 0; i--) {
                 try {
                     appendRecord(argPointables[i], argRecordPointables[i], castRequired.get(i));
                 } catch (IOException e) {
                     throw HyracksDataException.create(e);
                 }
             }
-            outRecordBuilder.write(resultOutput, true);
         }
 
         private void appendRecord(IPointable recordPtr, ARecordVisitablePointable argVisitablePointable,
@@ -221,6 +317,12 @@
                 if (canAppendField(fieldName.getByteArray(), fieldName.getStartOffset() + 1,
                         fieldName.getLength() - 1)) {
                     outRecordBuilder.addField(fieldName, fieldValues.get(i));
+                } else {
+                    if (warningCollector.shouldWarn()) {
+                        warningCollector.warn(Warning.of(sourceLoc, ErrorCode.DUPLICATE_FIELD_NAME,
+                                LogRedactionUtil.userData(UTF8StringUtil.toString(fieldName.getByteArray(),
+                                        fieldName.getStartOffset() + 1))));
+                    }
                 }
             }
         }
@@ -239,12 +341,19 @@
             return false;
         }
 
-        private void writeTypeTag(byte typeTag) throws HyracksDataException {
+        private void writeTypeTag(byte typeTag, IPointable result) throws HyracksDataException {
             try {
                 resultOutput.writeByte(typeTag);
+                result.set(resultStorage);
             } catch (IOException e) {
                 throw HyracksDataException.create(e);
             }
         }
     }
+
+    private enum ArgKind {
+        SINGLE_ARG_LIST,
+        SINGLE_ARG,
+        MULTIPLE_ARGS
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatStrictDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatStrictDescriptor.java
index b51f66a..7c1a88d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatStrictDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/records/RecordConcatStrictDescriptor.java
@@ -45,18 +45,20 @@
         }
     };
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
 
     private ARecordType[] argTypes;
+    private ARecordType listItemRecordType;
 
     @Override
     public void setImmutableStates(Object... states) {
-        argTypes = (ARecordType[]) states;
+        argTypes = (ARecordType[]) states[0];
+        listItemRecordType = (ARecordType) states[1];
     }
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
-        return new RecordConcatEvalFactory(args, argTypes, true, sourceLoc);
+        return new RecordConcatEvalFactory(args, argTypes, listItemRecordType, true, sourceLoc);
     }
 
     @Override
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateEval.java
new file mode 100644
index 0000000..f9bb37c
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateEval.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADate;
+import org.apache.asterix.om.base.AMutableDate;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+abstract class AbstractCurrentDateEval extends AbstractCurrentTemporalValueEval {
+
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADate> dateSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
+    private final AMutableDate aDate = new AMutableDate(0);
+
+    AbstractCurrentDateEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier funcId) {
+        super(ctx, sourceLoc, funcId);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        resultStorage.reset();
+        int dateChronon = getCurrentDateChrononAdjusted();
+        aDate.setValue(dateChronon);
+        dateSerde.serialize(aDate, out);
+        result.set(resultStorage);
+    }
+
+    protected abstract int getCurrentDateChrononAdjusted() throws HyracksDataException;
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateTimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateTimeEval.java
new file mode 100644
index 0000000..3080e81
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentDateTimeEval.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.AMutableDateTime;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+abstract class AbstractCurrentDateTimeEval extends AbstractCurrentTemporalValueEval {
+
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADateTime> datetimeSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
+    private final AMutableDateTime aDateTime = new AMutableDateTime(0);
+
+    AbstractCurrentDateTimeEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier funcId) {
+        super(ctx, sourceLoc, funcId);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        resultStorage.reset();
+        long chronon = getCurrentDateTimeChrononAdjusted();
+        aDateTime.setValue(chronon);
+        datetimeSerde.serialize(aDateTime, out);
+        result.set(resultStorage);
+    }
+
+    protected abstract long getCurrentDateTimeChrononAdjusted() throws HyracksDataException;
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTemporalValueEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTemporalValueEval.java
new file mode 100644
index 0000000..1da7c91
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTemporalValueEval.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.time.DateTimeException;
+import java.time.Instant;
+import java.time.ZoneId;
+import java.time.ZoneOffset;
+import java.time.zone.ZoneRules;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.runtime.evaluators.functions.AbstractScalarEval;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.ErrorCode;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+
+abstract class AbstractCurrentTemporalValueEval extends AbstractScalarEval {
+
+    protected final IEvaluatorContext ctx;
+    protected final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    protected final DataOutput out = resultStorage.getDataOutput();
+    protected final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
+
+    private long jobStartTime = Long.MIN_VALUE;
+    private ZoneId jobStartTimeZoneId;
+    private ZoneRules jobStartTimeZoneRules;
+
+    AbstractCurrentTemporalValueEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier funcId) {
+        super(sourceLoc, funcId);
+        this.ctx = ctx;
+    }
+
+    protected final long getSystemCurrentTimeAsAdjustedChronon() throws HyracksDataException {
+        return getChrononAdjusted(System.currentTimeMillis());
+    }
+
+    protected final long getJobStartTimeAsAdjustedChronon() throws HyracksDataException {
+        return getChrononAdjusted(getJobStartTime());
+    }
+
+    private long getJobStartTime() throws HyracksDataException {
+        if (jobStartTime == Long.MIN_VALUE) {
+            IHyracksTaskContext taskCtx = ctx.getTaskContext();
+            if (taskCtx == null) {
+                throw new HyracksDataException(ErrorCode.ILLEGAL_STATE, srcLoc, "job-start-time");
+            }
+            jobStartTime = taskCtx.getJobletContext().getJobStartTime();
+        }
+        return jobStartTime;
+    }
+
+    private void ensureJobStartTimeZone() throws HyracksDataException {
+        if (jobStartTimeZoneId == null) {
+            IHyracksTaskContext taskCtx = ctx.getTaskContext();
+            if (taskCtx == null) {
+                throw new HyracksDataException(ErrorCode.ILLEGAL_STATE, srcLoc, "job-start-timezone");
+            }
+            try {
+                jobStartTimeZoneId = ZoneId.of(taskCtx.getJobletContext().getJobStartTimeZoneId());
+                jobStartTimeZoneRules = jobStartTimeZoneId.getRules();
+            } catch (DateTimeException e) {
+                throw new HyracksDataException(ErrorCode.ILLEGAL_STATE, e, srcLoc, "job-start-timezone");
+            }
+        }
+    }
+
+    private long getChrononAdjusted(long chronon) throws HyracksDataException {
+        ensureJobStartTimeZone();
+        ZoneOffset tzOffset = jobStartTimeZoneRules.getOffset(Instant.ofEpochMilli(chronon));
+        return cal.adjustChrononByTimezone(chronon, (int) -TimeUnit.SECONDS.toMillis(tzOffset.getTotalSeconds()));
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTimeEval.java
new file mode 100644
index 0000000..367b999
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractCurrentTimeEval.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableTime;
+import org.apache.asterix.om.base.ATime;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+abstract class AbstractCurrentTimeEval extends AbstractCurrentTemporalValueEval {
+
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ATime> timeSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
+    private final AMutableTime aTime = new AMutableTime(0);
+
+    public AbstractCurrentTimeEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier funcId) {
+        super(ctx, sourceLoc, funcId);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        resultStorage.reset();
+        int timeChronon = getCurrentTimeChrononAdjusted();
+        aTime.setValue(timeChronon);
+        timeSerde.serialize(aTime, out);
+        result.set(resultStorage);
+    }
+
+    protected abstract int getCurrentTimeChrononAdjusted() throws HyracksDataException;
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractDatetimeFromUnixTimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractDatetimeFromUnixTimeEval.java
new file mode 100644
index 0000000..f04c97b
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractDatetimeFromUnixTimeEval.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.time.Instant;
+import java.time.ZoneOffset;
+import java.time.zone.ZoneRules;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ADateTime;
+import org.apache.asterix.om.base.AMutableDateTime;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.functions.AbstractScalarEval;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+abstract class AbstractDatetimeFromUnixTimeEval extends AbstractScalarEval {
+
+    private final IScalarEvaluator arg0;
+    private final IScalarEvaluator arg1;
+
+    private final IPointable argPtr0;
+    private final IPointable argPtr1;
+    private final UTF8StringPointable utf8Ptr;
+
+    protected final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
+    protected final TimezoneHelper tzHelper;
+
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<ADateTime> datetimeSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
+    private final AMutableDateTime aDatetime = new AMutableDateTime(0);
+    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    private final DataOutput out = resultStorage.getDataOutput();
+
+    AbstractDatetimeFromUnixTimeEval(IScalarEvaluator arg0, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        this(arg0, null, sourceLoc, fid);
+    }
+
+    AbstractDatetimeFromUnixTimeEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier fid) {
+        super(sourceLoc, fid);
+        this.arg0 = arg0;
+        this.arg1 = arg1;
+        this.argPtr0 = new VoidPointable();
+        this.argPtr1 = arg1 != null ? new VoidPointable() : null;
+        this.utf8Ptr = arg1 != null ? new UTF8StringPointable() : null;
+        this.tzHelper = new TimezoneHelper(sourceLoc, fid);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        arg0.evaluate(tuple, argPtr0);
+        if (arg1 != null) {
+            arg1.evaluate(tuple, argPtr1);
+        }
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr0, argPtr1)) {
+            return;
+        }
+
+        long unixTime;
+        byte[] bytes = argPtr0.getByteArray();
+        int offset = argPtr0.getStartOffset();
+        ATypeTag argPtrTypeTag = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
+        switch (argPtrTypeTag) {
+            case TINYINT:
+                unixTime = AInt8SerializerDeserializer.getByte(bytes, offset + 1);
+                break;
+            case SMALLINT:
+                unixTime = AInt16SerializerDeserializer.getShort(bytes, offset + 1);
+                break;
+            case INTEGER:
+                unixTime = AInt32SerializerDeserializer.getInt(bytes, offset + 1);
+                break;
+            case BIGINT:
+                unixTime = AInt64SerializerDeserializer.getLong(bytes, offset + 1);
+                break;
+            default:
+                throw new TypeMismatchException(srcLoc, funID, 0, bytes[offset], ATypeTag.SERIALIZED_INT8_TYPE_TAG,
+                        ATypeTag.SERIALIZED_INT16_TYPE_TAG, ATypeTag.SERIALIZED_INT32_TYPE_TAG,
+                        ATypeTag.SERIALIZED_INT64_TYPE_TAG);
+        }
+
+        long chrononUTC = chrononFromUnixTime(unixTime);
+        long chrononAdjusted;
+
+        if (arg1 != null) {
+            byte[] bytes1 = argPtr1.getByteArray();
+            int offset1 = argPtr1.getStartOffset();
+            int len1 = argPtr1.getLength();
+            if (bytes1[offset1] != ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+                throw new TypeMismatchException(srcLoc, funID, 1, bytes1[offset1], ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+            }
+            utf8Ptr.set(bytes1, offset1 + 1, len1 - 1);
+            ZoneRules tzRules = tzHelper.parseTimeZone(utf8Ptr);
+            ZoneOffset tzOffset = tzRules.getOffset(Instant.ofEpochMilli(chrononUTC));
+            int tzOffsetMillis = (int) TimeUnit.SECONDS.toMillis(tzOffset.getTotalSeconds());
+            chrononAdjusted = cal.adjustChrononByTimezone(chrononUTC, -tzOffsetMillis);
+        } else {
+            chrononAdjusted = chrononUTC;
+        }
+
+        resultStorage.reset();
+        aDatetime.setValue(chrononAdjusted);
+        datetimeSerde.serialize(aDatetime, out);
+        result.set(resultStorage);
+    }
+
+    protected abstract long chrononFromUnixTime(long argValue);
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractUnixTimeFromDatetimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractUnixTimeFromDatetimeEval.java
new file mode 100644
index 0000000..2723a64
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AbstractUnixTimeFromDatetimeEval.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_DATETIME_TYPE_TAG;
+
+import java.io.DataOutput;
+import java.time.LocalDateTime;
+import java.time.ZoneOffset;
+import java.time.zone.ZoneRules;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.functions.AbstractScalarEval;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+abstract class AbstractUnixTimeFromDatetimeEval extends AbstractScalarEval {
+
+    private final IScalarEvaluator arg0;
+    private final IScalarEvaluator arg1;
+
+    private final IPointable argPtr0;
+    private final IPointable argPtr1;
+    private final UTF8StringPointable utf8Ptr;
+
+    protected final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
+    protected final TimezoneHelper tzHelper;
+
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt64> int64Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    private final DataOutput out = resultStorage.getDataOutput();
+
+    AbstractUnixTimeFromDatetimeEval(IScalarEvaluator arg0, SourceLocation sourceLoc,
+            FunctionIdentifier functionIdentifier) {
+        this(arg0, null, sourceLoc, functionIdentifier);
+    }
+
+    AbstractUnixTimeFromDatetimeEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier fid) {
+        super(sourceLoc, fid);
+        this.arg0 = arg0;
+        this.arg1 = arg1;
+        this.argPtr0 = new VoidPointable();
+        this.argPtr1 = arg1 != null ? new VoidPointable() : null;
+        this.utf8Ptr = arg1 != null ? new UTF8StringPointable() : null;
+        this.tzHelper = new TimezoneHelper(sourceLoc, fid);
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        arg0.evaluate(tuple, argPtr0);
+        if (arg1 != null) {
+            arg1.evaluate(tuple, argPtr1);
+        }
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr0, argPtr1)) {
+            return;
+        }
+
+        byte[] bytes0 = argPtr0.getByteArray();
+        int offset0 = argPtr0.getStartOffset();
+        if (bytes0[offset0] != SERIALIZED_DATETIME_TYPE_TAG) {
+            throw new TypeMismatchException(srcLoc, funID, 0, bytes0[offset0], ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
+        }
+
+        long chrononLocal = ADateTimeSerializerDeserializer.getChronon(bytes0, offset0 + 1);
+        long chrononUTC;
+        if (arg1 != null) {
+            byte[] bytes1 = argPtr1.getByteArray();
+            int offset1 = argPtr1.getStartOffset();
+            int len1 = argPtr1.getLength();
+            if (bytes1[offset1] != ATypeTag.SERIALIZED_STRING_TYPE_TAG) {
+                throw new TypeMismatchException(srcLoc, funID, 1, bytes1[offset1], ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+            }
+            utf8Ptr.set(bytes1, offset1 + 1, len1 - 1);
+            ZoneRules tzRules = tzHelper.parseTimeZone(utf8Ptr);
+            LocalDateTime dt = toLocalDateTime(chrononLocal, cal);
+            ZoneOffset tzOffset = tzRules.getOffset(dt);
+            int tzOffsetMillis = (int) TimeUnit.SECONDS.toMillis(tzOffset.getTotalSeconds());
+            chrononUTC = cal.adjustChrononByTimezone(chrononLocal, tzOffsetMillis);
+        } else {
+            chrononUTC = chrononLocal;
+        }
+        long unixTime = chrononToUnixTime(chrononUTC);
+
+        resultStorage.reset();
+        aInt64.setValue(unixTime);
+        int64Serde.serialize(aInt64, out);
+        result.set(resultStorage);
+    }
+
+    private static LocalDateTime toLocalDateTime(long chronon, GregorianCalendarSystem cal) {
+        int year = cal.getYear(chronon);
+        int month = cal.getMonthOfYear(chronon, year);
+        int day = cal.getDayOfMonthYear(chronon, year, month);
+        int hour = cal.getHourOfDay(chronon);
+        int minute = cal.getMinOfHour(chronon);
+        int second = cal.getSecOfMin(chronon);
+        int milli = cal.getMillisOfSec(chronon);
+        int nano = (int) TimeUnit.MILLISECONDS.toNanos(milli);
+        return LocalDateTime.of(year, month, day, hour, minute, second, nano);
+    }
+
+    abstract long chrononToUnixTime(long chronon);
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustDateTimeForTimeZoneDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustDateTimeForTimeZoneDescriptor.java
index 90c1eb0..da8d94f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustDateTimeForTimeZoneDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustDateTimeForTimeZoneDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem.Fields;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -51,13 +50,7 @@
 
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.ADJUST_DATETIME_FOR_TIMEZONE;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AdjustDateTimeForTimeZoneDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = AdjustDateTimeForTimeZoneDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
@@ -124,8 +117,8 @@
                             chronon = calInstance.adjustChrononByTimezone(chronon, timezone);
 
                             StringBuilder sbder = new StringBuilder();
-                            calInstance.getExtendStringRepUntilField(chronon, timezone, sbder, Fields.YEAR,
-                                    Fields.MILLISECOND, true);
+                            calInstance.getExtendStringRepUntilField(chronon, sbder, Fields.YEAR, Fields.MILLISECOND);
+                            GregorianCalendarSystem.getInstance().getTimezoneStringRep(timezone, sbder);
 
                             out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
                             utf8Writer.writeUTF8(sbder, out);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustTimeForTimeZoneDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustTimeForTimeZoneDescriptor.java
index 39235e6..44ef832 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustTimeForTimeZoneDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/AdjustTimeForTimeZoneDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem.Fields;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -50,13 +49,7 @@
 public class AdjustTimeForTimeZoneDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.ADJUST_TIME_FOR_TIMEZONE;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new AdjustTimeForTimeZoneDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = AdjustTimeForTimeZoneDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
@@ -122,8 +115,8 @@
 
                             StringBuilder sbder = new StringBuilder();
 
-                            calInstance.getExtendStringRepUntilField(chronon, timezone, sbder, Fields.HOUR,
-                                    Fields.MILLISECOND, true);
+                            calInstance.getExtendStringRepUntilField(chronon, sbder, Fields.HOUR, Fields.MILLISECOND);
+                            GregorianCalendarSystem.getInstance().getTimezoneStringRep(timezone, sbder);
 
                             out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
                             writer.writeUTF8(sbder, out);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateDescriptor.java
index 8c5a303..3a1fe52 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateDescriptor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -51,13 +50,7 @@
 public class CalendarDurationFromDateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.CALENDAR_DURATION_FROM_DATE;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CalendarDurationFromDateDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = CalendarDurationFromDateDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateTimeDescriptor.java
index 67c0c05..bf450f0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CalendarDurationFromDateTimeDescriptor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -70,13 +69,7 @@
 public class CalendarDurationFromDateTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public static final FunctionIdentifier FID = BuiltinFunctions.CALENDAR_DURATION_FROM_DATETIME;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CalendarDurationFromDateTimeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = CalendarDurationFromDateTimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateDescriptor.java
index 00aa69c..76ca677 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateDescriptor.java
@@ -18,67 +18,28 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADate;
-import org.apache.asterix.om.base.AMutableDate;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 public class CurrentDateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
+    public final static IFunctionDescriptorFactory FACTORY = CurrentDateDescriptor::new;
     private static final long serialVersionUID = 1L;
     private final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_DATE;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CurrentDateDescriptor();
-        }
-    };
-
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
-
             private static final long serialVersionUID = 1L;
 
             @Override
-            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADate> dateSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
-                    private AMutableDate aDate = new AMutableDate(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        int dateChronon = (int) (System.currentTimeMillis() / GregorianCalendarSystem.CHRONON_OF_DAY);
-                        aDate.setValue(dateChronon);
-                        dateSerde.serialize(aDate, out);
-                        result.set(resultStorage);
-                    }
-                };
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentDateEval(ctx, sourceLoc, getIdentifier());
             }
         };
     }
@@ -87,5 +48,4 @@
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateEval.java
new file mode 100644
index 0000000..da0ef15
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateEval.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentDateEval extends AbstractCurrentDateEval {
+
+    private int dateChrononAdjusted = Integer.MIN_VALUE;
+
+    CurrentDateEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected int getCurrentDateChrononAdjusted() throws HyracksDataException {
+        if (dateChrononAdjusted == Integer.MIN_VALUE) {
+            dateChrononAdjusted = cal.getChrononInDays(getJobStartTimeAsAdjustedChronon());
+        }
+        return dateChrononAdjusted;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateDescriptor.java
new file mode 100644
index 0000000..4fdba3c
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateDescriptor.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+
+public class CurrentDateImmediateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public final static IFunctionDescriptorFactory FACTORY = CurrentDateImmediateDescriptor::new;
+    private static final long serialVersionUID = 1L;
+    private final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_DATE_IMMEDIATE;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentDateImmediateEval(ctx, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateEval.java
new file mode 100644
index 0000000..4b3a84e
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateImmediateEval.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentDateImmediateEval extends AbstractCurrentDateEval {
+
+    CurrentDateImmediateEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected int getCurrentDateChrononAdjusted() throws HyracksDataException {
+        return cal.getChrononInDays(getSystemCurrentTimeAsAdjustedChronon());
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeDescriptor.java
index e0c22c3..b43227f 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeDescriptor.java
@@ -18,77 +18,35 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADateTime;
-import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 public class CurrentDateTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
+    public final static IFunctionDescriptorFactory FACTORY = CurrentDateTimeDescriptor::new;
     private static final long serialVersionUID = 1L;
     private final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_DATETIME;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CurrentDateTimeDescriptor();
-        }
-    };
-
-    private CurrentDateTimeDescriptor() {
-    }
-
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
             private static final long serialVersionUID = 1L;
 
             @Override
-            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADateTime> datetimeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
-                    private AMutableDateTime aDateTime = new AMutableDateTime(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        aDateTime.setValue(System.currentTimeMillis());
-                        datetimeSerde.serialize(aDateTime, out);
-                        result.set(resultStorage);
-                    }
-                };
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentDateTimeEval(ctx, CurrentDateTimeDescriptor.this.sourceLoc,
+                        CurrentDateTimeDescriptor.this.getIdentifier());
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.IFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeEval.java
new file mode 100644
index 0000000..713f002
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeEval.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentDateTimeEval extends AbstractCurrentDateTimeEval {
+
+    private long chrononAdjusted = Long.MIN_VALUE;
+
+    CurrentDateTimeEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected long getCurrentDateTimeChrononAdjusted() throws HyracksDataException {
+        if (chrononAdjusted == Long.MIN_VALUE) {
+            chrononAdjusted = getJobStartTimeAsAdjustedChronon();
+        }
+        return chrononAdjusted;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateDescriptor.java
new file mode 100644
index 0000000..0fcfd55
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+
+public class CurrentDateTimeImmediateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public final static IFunctionDescriptorFactory FACTORY = CurrentDateTimeImmediateDescriptor::new;
+    private static final long serialVersionUID = 1L;
+    private final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_DATETIME_IMMEDIATE;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentDateTimeImmediateEval(ctx, CurrentDateTimeImmediateDescriptor.this.sourceLoc,
+                        CurrentDateTimeImmediateDescriptor.this.getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateEval.java
new file mode 100644
index 0000000..56c70e1
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentDateTimeImmediateEval.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentDateTimeImmediateEval extends AbstractCurrentDateTimeEval {
+    CurrentDateTimeImmediateEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected long getCurrentDateTimeChrononAdjusted() throws HyracksDataException {
+        return getSystemCurrentTimeAsAdjustedChronon();
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeDescriptor.java
index fe6348a..b47f915 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeDescriptor.java
@@ -18,79 +18,34 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AMutableTime;
-import org.apache.asterix.om.base.ATime;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 public class CurrentTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
-    private static final long serialVersionUID = 1L;
+    public final static IFunctionDescriptorFactory FACTORY = CurrentTimeDescriptor::new;
     public final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_TIME;
+    private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new CurrentTimeDescriptor();
-        }
-    };
-
-    /* (non-Javadoc)
-     * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
-     */
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
             private static final long serialVersionUID = 1L;
 
             @Override
-            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ATime> timeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
-                    private AMutableTime aTime = new AMutableTime(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        int timeChronon = (int) (System.currentTimeMillis() % GregorianCalendarSystem.CHRONON_OF_DAY);
-                        aTime.setValue(timeChronon);
-                        timeSerde.serialize(aTime, out);
-                        result.set(resultStorage);
-                    }
-                };
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentTimeEval(ctx, sourceLoc, getIdentifier());
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.IFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeEval.java
new file mode 100644
index 0000000..c73a2c0
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeEval.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentTimeEval extends AbstractCurrentTimeEval {
+
+    private int timeChrononAdjusted = Integer.MIN_VALUE;
+
+    CurrentTimeEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected int getCurrentTimeChrononAdjusted() throws HyracksDataException {
+        if (timeChrononAdjusted == Integer.MIN_VALUE) {
+            timeChrononAdjusted = cal.getTimeChronon(getJobStartTimeAsAdjustedChronon());
+        }
+        return timeChrononAdjusted;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateDescriptor.java
new file mode 100644
index 0000000..b423f9f
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateDescriptor.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+
+public class CurrentTimeImmediateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public final static IFunctionDescriptorFactory FACTORY = CurrentTimeImmediateDescriptor::new;
+    public final static FunctionIdentifier FID = BuiltinFunctions.CURRENT_TIME_IMMEDIATE;
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) {
+                return new CurrentTimeImmediateEval(ctx, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateEval.java
new file mode 100644
index 0000000..8c5d3f2
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/CurrentTimeImmediateEval.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+class CurrentTimeImmediateEval extends AbstractCurrentTimeEval {
+
+    CurrentTimeImmediateEval(IEvaluatorContext ctx, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(ctx, sourceLoc, fid);
+    }
+
+    @Override
+    protected int getCurrentTimeChrononAdjusted() throws HyracksDataException {
+        return cal.getTimeChronon(getSystemCurrentTimeAsAdjustedChronon());
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromDatetimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromDatetimeDescriptor.java
index d4ffb09..079d8a0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromDatetimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromDatetimeDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableDate;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -49,14 +48,7 @@
 public class DateFromDatetimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DATE_FROM_DATETIME;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DateFromDatetimeDescriptor();
-        }
-
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DateFromDatetimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -78,6 +70,7 @@
                     private ISerializerDeserializer<ADate> dateSerde =
                             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATE);
                     private AMutableDate aDate = new AMutableDate(0);
+                    private final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
 
                     @Override
                     public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
@@ -96,10 +89,7 @@
                                     ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
                         }
                         long datetimeChronon = ADateTimeSerializerDeserializer.getChronon(bytes, offset + 1);
-                        int dateChrononInDays = (int) (datetimeChronon / GregorianCalendarSystem.CHRONON_OF_DAY);
-                        if (dateChrononInDays < 0 && datetimeChronon % GregorianCalendarSystem.CHRONON_OF_DAY != 0) {
-                            dateChrononInDays -= 1;
-                        }
+                        int dateChrononInDays = cal.getChrononInDays(datetimeChronon);
                         aDate.setValue(dateChrononInDays);
                         dateSerde.serialize(aDate, out);
                         result.set(resultStorage);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromUnixTimeInDaysDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromUnixTimeInDaysDescriptor.java
index 4f05b1b..a4d62a0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromUnixTimeInDaysDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DateFromUnixTimeInDaysDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.om.base.ADate;
 import org.apache.asterix.om.base.AMutableDate;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -47,13 +46,7 @@
 
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DATE_FROM_UNIX_TIME_IN_DAYS;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DateFromUnixTimeInDaysDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DateFromUnixTimeInDaysDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromDateAndTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromDateAndTimeDescriptor.java
index 4fdef14..c288e2c 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromDateAndTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromDateAndTimeDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,14 +49,7 @@
 public class DatetimeFromDateAndTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DATETIME_FROM_DATE_TIME;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DatetimeFromDateAndTimeDescriptor();
-        }
-
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DatetimeFromDateAndTimeDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsDescriptor.java
index 5da4475..79a6f5a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsDescriptor.java
@@ -18,52 +18,24 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADateTime;
-import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
-public class DatetimeFromUnixTimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+public final class DatetimeFromUnixTimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DATETIME_FROM_UNIX_TIME_IN_MS;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+    public final static IFunctionDescriptorFactory FACTORY = DatetimeFromUnixTimeInMsDescriptor::new;
 
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DatetimeFromUnixTimeInMsDescriptor();
-        }
-    };
-
-    /* (non-Javadoc)
-     * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
-     */
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
@@ -72,64 +44,14 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable argPtr = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-
-                    // possible output types
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADateTime> datetimeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
-
-                    private AMutableDateTime aDatetime = new AMutableDateTime(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        eval.evaluate(tuple, argPtr);
-
-                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
-                            return;
-                        }
-
-                        byte[] bytes = argPtr.getByteArray();
-                        int offset = argPtr.getStartOffset();
-                        ATypeTag argPtrTypeTag = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-                        switch (argPtrTypeTag) {
-                            case TINYINT:
-                                aDatetime.setValue(AInt8SerializerDeserializer.getByte(bytes, offset + 1));
-                                break;
-                            case SMALLINT:
-                                aDatetime.setValue(AInt16SerializerDeserializer.getShort(bytes, offset + 1));
-                                break;
-                            case INTEGER:
-                                aDatetime.setValue(AInt32SerializerDeserializer.getInt(bytes, offset + 1));
-                                break;
-                            case BIGINT:
-                                aDatetime.setValue(AInt64SerializerDeserializer.getLong(bytes, offset + 1));
-                                break;
-                            default:
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[offset],
-                                        ATypeTag.SERIALIZED_INT8_TYPE_TAG, ATypeTag.SERIALIZED_INT16_TYPE_TAG,
-                                        ATypeTag.SERIALIZED_INT32_TYPE_TAG, ATypeTag.SERIALIZED_INT64_TYPE_TAG);
-                        }
-                        datetimeSerde.serialize(aDatetime, out);
-                        result.set(resultStorage);
-                    }
-                };
+                IScalarEvaluator argEval = args[0].createScalarEvaluator(ctx);
+                return new DatetimeFromUnixTimeInMsEval(argEval, sourceLoc, getIdentifier());
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.IFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsEval.java
new file mode 100644
index 0000000..a7d5338
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsEval.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+final class DatetimeFromUnixTimeInMsEval extends AbstractDatetimeFromUnixTimeEval {
+
+    DatetimeFromUnixTimeInMsEval(IScalarEvaluator arg0, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(arg0, sourceLoc, fid);
+    }
+
+    DatetimeFromUnixTimeInMsEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier fid) {
+        super(arg0, arg1, sourceLoc, fid);
+    }
+
+    @Override
+    protected long chrononFromUnixTime(long argValue) {
+        return argValue;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsWithTzDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsWithTzDescriptor.java
new file mode 100644
index 0000000..3eca492
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInMsWithTzDescriptor.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public final class DatetimeFromUnixTimeInMsWithTzDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public final static FunctionIdentifier FID = BuiltinFunctions.DATETIME_FROM_UNIX_TIME_IN_MS_WITH_TZ;
+    public final static IFunctionDescriptorFactory FACTORY = DatetimeFromUnixTimeInMsWithTzDescriptor::new;
+    private final static long serialVersionUID = 1L;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                IScalarEvaluator arg0Eval = args[0].createScalarEvaluator(ctx);
+                IScalarEvaluator arg1Eval = args[1].createScalarEvaluator(ctx);
+                return new DatetimeFromUnixTimeInMsEval(arg0Eval, arg1Eval, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsDescriptor.java
index e8190d5..4e625f1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsDescriptor.java
@@ -18,52 +18,24 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt16SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.AInt8SerializerDeserializer;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ADateTime;
-import org.apache.asterix.om.base.AMutableDateTime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
-public class DatetimeFromUnixTimeInSecsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+public final class DatetimeFromUnixTimeInSecsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DATETIME_FROM_UNIX_TIME_IN_SECS;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+    public final static IFunctionDescriptorFactory FACTORY = DatetimeFromUnixTimeInSecsDescriptor::new;
 
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DatetimeFromUnixTimeInSecsDescriptor();
-        }
-    };
-
-    /* (non-Javadoc)
-     * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
-     */
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
@@ -71,65 +43,14 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable argPtr = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-
-                    // possible output types
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<ADateTime> datetimeSerde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ADATETIME);
-
-                    private AMutableDateTime aDatetime = new AMutableDateTime(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        eval.evaluate(tuple, argPtr);
-
-                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
-                            return;
-                        }
-
-                        byte[] bytes = argPtr.getByteArray();
-                        int offset = argPtr.getStartOffset();
-                        ATypeTag argPtrTypeTag = ATypeTag.VALUE_TYPE_MAPPING[bytes[offset]];
-
-                        switch (argPtrTypeTag) {
-                            case TINYINT:
-                                aDatetime.setValue(AInt8SerializerDeserializer.getByte(bytes, offset + 1) * 1000l);
-                                break;
-                            case SMALLINT:
-                                aDatetime.setValue(AInt16SerializerDeserializer.getShort(bytes, offset + 1) * 1000l);
-                                break;
-                            case INTEGER:
-                                aDatetime.setValue(AInt32SerializerDeserializer.getInt(bytes, offset + 1) * 1000l);
-                                break;
-                            case BIGINT:
-                                aDatetime.setValue(AInt64SerializerDeserializer.getLong(bytes, offset + 1) * 1000l);
-                                break;
-                            default:
-                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[offset],
-                                        ATypeTag.SERIALIZED_INT8_TYPE_TAG, ATypeTag.SERIALIZED_INT16_TYPE_TAG,
-                                        ATypeTag.SERIALIZED_INT32_TYPE_TAG, ATypeTag.SERIALIZED_INT64_TYPE_TAG);
-                        }
-                        datetimeSerde.serialize(aDatetime, out);
-                        result.set(resultStorage);
-                    }
-                };
+                IScalarEvaluator argEval = args[0].createScalarEvaluator(ctx);
+                return new DatetimeFromUnixTimeInSecsEval(argEval, sourceLoc, getIdentifier());
             }
         };
     }
 
-    /* (non-Javadoc)
-     * @see org.apache.asterix.om.functions.IFunctionDescriptor#getIdentifier()
-     */
     @Override
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsEval.java
new file mode 100644
index 0000000..7294ecb
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsEval.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+final class DatetimeFromUnixTimeInSecsEval extends AbstractDatetimeFromUnixTimeEval {
+
+    DatetimeFromUnixTimeInSecsEval(IScalarEvaluator arg0, SourceLocation sourceLoc, FunctionIdentifier fid) {
+        super(arg0, sourceLoc, fid);
+    }
+
+    DatetimeFromUnixTimeInSecsEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier fid) {
+        super(arg0, arg1, sourceLoc, fid);
+    }
+
+    @Override
+    protected long chrononFromUnixTime(long argValue) {
+        return argValue * 1000;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsWithTzDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsWithTzDescriptor.java
new file mode 100644
index 0000000..68bbcf6
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DatetimeFromUnixTimeInSecsWithTzDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public final class DatetimeFromUnixTimeInSecsWithTzDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    private final static long serialVersionUID = 1L;
+    public final static FunctionIdentifier FID = BuiltinFunctions.DATETIME_FROM_UNIX_TIME_IN_SECS_WITH_TZ;
+    public final static IFunctionDescriptorFactory FACTORY = DatetimeFromUnixTimeInSecsWithTzDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                IScalarEvaluator arg0Eval = args[0].createScalarEvaluator(ctx);
+                IScalarEvaluator arg1Eval = args[1].createScalarEvaluator(ctx);
+                return new DatetimeFromUnixTimeInSecsEval(arg0Eval, arg1Eval, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeek2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeek2Descriptor.java
new file mode 100644
index 0000000..0e7feaf
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeek2Descriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public class DayOfWeek2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
+    public final static FunctionIdentifier FID = BuiltinFunctions.DAY_OF_WEEK2;
+    public final static IFunctionDescriptorFactory FACTORY = DayOfWeek2Descriptor::new;
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                return new DayOfWeekEval(args[0].createScalarEvaluator(ctx), args[1].createScalarEvaluator(ctx), FID,
+                        sourceLoc);
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekDescriptor.java
index 17c8077..41442e4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekDescriptor.java
@@ -18,47 +18,22 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ADateSerializerDeserializer;
-import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt64;
-import org.apache.asterix.om.base.AMutableInt64;
-import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
 public class DayOfWeekDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DAY_OF_WEEK;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DayOfWeekDescriptor();
-        }
-
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DayOfWeekDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -67,56 +42,7 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable argPtr = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-
-                    private GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
-
-                    // possible returning types
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt64> int64Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
-                    private AMutableInt64 aInt64 = new AMutableInt64(0);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        eval.evaluate(tuple, argPtr);
-
-                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
-                            return;
-                        }
-
-                        byte[] bytes = argPtr.getByteArray();
-                        int offset = argPtr.getStartOffset();
-
-                        long chronon;
-                        if (bytes[offset] == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
-                            chronon = ADateTimeSerializerDeserializer.getChronon(bytes, offset + 1);
-                        } else if (bytes[offset] == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
-                            chronon = ADateSerializerDeserializer.getChronon(bytes, offset + 1)
-                                    * GregorianCalendarSystem.CHRONON_OF_DAY;
-                        } else {
-                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[offset],
-                                    ATypeTag.SERIALIZED_DATETIME_TYPE_TAG, ATypeTag.SERIALIZED_DATE_TYPE_TAG);
-                        }
-
-                        int weekday = cal.getDayOfWeek(chronon);
-
-                        // convert from 0-based to 1-based (so 7 = Sunday)
-                        if (weekday == 0) {
-                            weekday = GregorianCalendarSystem.DAYS_IN_A_WEEK;
-                        }
-
-                        aInt64.setValue(weekday);
-                        int64Serde.serialize(aInt64, out);
-                        result.set(resultStorage);
-                    }
-                };
+                return new DayOfWeekEval(args[0].createScalarEvaluator(ctx), null, FID, sourceLoc);
             }
         };
     }
@@ -125,5 +51,4 @@
     public FunctionIdentifier getIdentifier() {
         return FID;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekEval.java
new file mode 100644
index 0000000..d412181
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfWeekEval.java
@@ -0,0 +1,152 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.util.Objects;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class DayOfWeekEval implements IScalarEvaluator {
+
+    private final IScalarEvaluator eval0;
+    private final IScalarEvaluator eval1;
+    private final IPointable arg0Ptr = new VoidPointable();
+    private final IPointable arg1Ptr;
+    private final UTF8StringPointable str1Ptr;
+
+    private final GregorianCalendarSystem calSystem = GregorianCalendarSystem.getInstance();
+
+    // possible returning types
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt64> int64Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+
+    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    private final DataOutput out = resultStorage.getDataOutput();
+
+    private final FunctionIdentifier fid;
+    private final SourceLocation sourceLoc;
+
+    public DayOfWeekEval(IScalarEvaluator eval0, IScalarEvaluator eval1, FunctionIdentifier fid,
+            SourceLocation sourceLoc) {
+        this.eval0 = Objects.requireNonNull(eval0);
+        this.eval1 = eval1;
+        arg1Ptr = eval1 != null ? new VoidPointable() : null;
+        str1Ptr = eval1 != null ? new UTF8StringPointable() : null;
+        this.fid = Objects.requireNonNull(fid);
+        this.sourceLoc = sourceLoc;
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        eval0.evaluate(tuple, arg0Ptr);
+        if (eval1 != null) {
+            eval1.evaluate(tuple, arg1Ptr);
+        }
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, arg0Ptr, arg1Ptr)) {
+            return;
+        }
+
+        byte[] bytes0 = arg0Ptr.getByteArray();
+        int offset0 = arg0Ptr.getStartOffset();
+
+        long chronon;
+        if (bytes0[offset0] == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
+            chronon = ADateTimeSerializerDeserializer.getChronon(bytes0, offset0 + 1);
+        } else if (bytes0[offset0] == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
+            chronon = ADateSerializerDeserializer.getChronon(bytes0, offset0 + 1)
+                    * GregorianCalendarSystem.CHRONON_OF_DAY;
+        } else {
+            throw new TypeMismatchException(sourceLoc, fid, 0, bytes0[offset0], ATypeTag.SERIALIZED_DATETIME_TYPE_TAG,
+                    ATypeTag.SERIALIZED_DATE_TYPE_TAG);
+        }
+
+        int weekStart = 0;
+        if (eval1 != null) {
+            byte[] bytes1 = arg1Ptr.getByteArray();
+            int offset1 = arg1Ptr.getStartOffset();
+            ATypeTag tt1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes1[offset1]);
+            switch (tt1) {
+                case TINYINT:
+                case SMALLINT:
+                case INTEGER:
+                case BIGINT:
+                case FLOAT:
+                case DOUBLE:
+                    int v = ATypeHierarchy.getIntegerValue(fid.getName(), 1, bytes1, offset1);
+                    weekStart = v - 1;
+                    break;
+                case STRING:
+                    int len1 = arg1Ptr.getLength();
+                    str1Ptr.set(bytes1, offset1 + 1, len1 - 1);
+                    int str1Len = str1Ptr.getStringLength();
+                    weekStart = DateTimeFormatUtils.weekdayIDSearch(str1Ptr.getByteArray(),
+                            str1Ptr.getCharStartOffset(), str1Len, str1Len == 3);
+                    break;
+                default:
+                    throw new TypeMismatchException(sourceLoc, fid, 1, bytes1[offset1],
+                            ATypeTag.SERIALIZED_INT8_TYPE_TAG, ATypeTag.SERIALIZED_INT16_TYPE_TAG,
+                            ATypeTag.SERIALIZED_INT32_TYPE_TAG, ATypeTag.SERIALIZED_INT64_TYPE_TAG,
+                            ATypeTag.SERIALIZED_FLOAT_TYPE_TAG, ATypeTag.SERIALIZED_DOUBLE_TYPE_TAG,
+                            ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+            }
+            boolean weekStartValid = weekStart >= 0 && weekStart < GregorianCalendarSystem.DAYS_IN_A_WEEK;
+            if (!weekStartValid) {
+                throw new InvalidDataFormatException(sourceLoc, fid, "week_start_day");
+            }
+        }
+
+        int dowRaw = calSystem.getDayOfWeek(chronon);
+        int dowRawOffset = dowRaw - weekStart;
+        int dow0 = dowRawOffset < 0 ? dowRawOffset + GregorianCalendarSystem.DAYS_IN_A_WEEK : dowRawOffset;
+        int dow1 = dow0 + 1;
+
+        resultStorage.reset();
+        aInt64.setValue(dow1);
+        int64Serde.serialize(aInt64, out);
+        result.set(resultStorage);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfYearDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfYearDescriptor.java
new file mode 100644
index 0000000..cd82cf8
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayOfYearDescriptor.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+@MissingNullInOutFunction
+public class DayOfYearDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    public final static FunctionIdentifier FID = BuiltinFunctions.DAY_OF_YEAR;
+
+    public final static IFunctionDescriptorFactory FACTORY = DayOfYearDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new IScalarEvaluator() {
+                    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private final DataOutput out = resultStorage.getDataOutput();
+                    private final IPointable argPtr = new VoidPointable();
+                    private final IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
+
+                    private final GregorianCalendarSystem calSystem = GregorianCalendarSystem.getInstance();
+
+                    // for output: type integer
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer<AInt64> intSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+                    private final AMutableInt64 aMutableInt64 = new AMutableInt64(0);
+
+                    @Override
+                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+                        eval.evaluate(tuple, argPtr);
+
+                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
+                            return;
+                        }
+
+                        byte[] bytes = argPtr.getByteArray();
+                        int startOffset = argPtr.getStartOffset();
+
+                        resultStorage.reset();
+                        try {
+                            long chrononTimeInMs;
+                            if (bytes[startOffset] == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
+                                chrononTimeInMs = AInt32SerializerDeserializer.getInt(bytes, startOffset + 1)
+                                        * GregorianCalendarSystem.CHRONON_OF_DAY;
+                            } else if (bytes[startOffset] == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
+                                chrononTimeInMs = AInt64SerializerDeserializer.getLong(bytes, startOffset + 1);
+                            } else {
+                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[startOffset],
+                                        ATypeTag.SERIALIZED_DATE_TYPE_TAG, ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
+                            }
+
+                            int year = calSystem.getYear(chrononTimeInMs);
+                            int day = calSystem.getDayOfYear(chrononTimeInMs, year);
+
+                            aMutableInt64.setValue(day);
+                            intSerde.serialize(aMutableInt64, out);
+                        } catch (IOException e) {
+                            throw HyracksDataException.create(e);
+                        }
+                        result.set(resultStorage);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationGreaterThanComparatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationGreaterThanComparatorDescriptor.java
index 9157f80..5f2b7d2 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationGreaterThanComparatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationGreaterThanComparatorDescriptor.java
@@ -20,20 +20,13 @@
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 
 @MissingNullInOutFunction
 public class DayTimeDurationGreaterThanComparatorDescriptor extends DayTimeDurationComparatorDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DayTimeDurationGreaterThanComparatorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = DayTimeDurationGreaterThanComparatorDescriptor::new;
 
     protected DayTimeDurationGreaterThanComparatorDescriptor() {
         super(true);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationLessThanComparatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationLessThanComparatorDescriptor.java
index cb662e3..ee368f3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationLessThanComparatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DayTimeDurationLessThanComparatorDescriptor.java
@@ -20,20 +20,13 @@
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 
 @MissingNullInOutFunction
 public class DayTimeDurationLessThanComparatorDescriptor extends DayTimeDurationComparatorDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DayTimeDurationLessThanComparatorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = DayTimeDurationLessThanComparatorDescriptor::new;
 
     protected DayTimeDurationLessThanComparatorDescriptor() {
         super(false);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationEqualDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationEqualDescriptor.java
index fc6c39b..3044b12 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationEqualDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationEqualDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -47,13 +46,7 @@
 public class DurationEqualDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DURATION_EQUAL;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DurationEqualDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DurationEqualDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromIntervalDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromIntervalDescriptor.java
index fc58cc2..baaf058 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromIntervalDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromIntervalDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.AMutableDayTimeDuration;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -49,14 +48,7 @@
 public class DurationFromIntervalDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DURATION_FROM_INTERVAL;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DurationFromIntervalDescriptor();
-        }
-
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DurationFromIntervalDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMillisecondsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMillisecondsDescriptor.java
index d075562..4a35594 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMillisecondsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMillisecondsDescriptor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.ADuration;
 import org.apache.asterix.om.base.AMutableDuration;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -53,13 +52,7 @@
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DURATION_FROM_MILLISECONDS;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DurationFromMillisecondsDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DurationFromMillisecondsDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMonthsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMonthsDescriptor.java
index e71714b..5ae3123 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMonthsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/DurationFromMonthsDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.om.base.ADuration;
 import org.apache.asterix.om.base.AMutableDuration;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -47,13 +46,7 @@
 
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.DURATION_FROM_MONTHS;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new DurationFromMonthsDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = DurationFromMonthsDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetDayTimeDurationDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetDayTimeDurationDescriptor.java
index 0af84df..358aecd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetDayTimeDurationDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetDayTimeDurationDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.ADayTimeDuration;
 import org.apache.asterix.om.base.AMutableDayTimeDuration;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,13 +47,7 @@
 public class GetDayTimeDurationDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.GET_DAY_TIME_DURATION;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GetDayTimeDurationDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = GetDayTimeDurationDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetOverlappingIntervalDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetOverlappingIntervalDescriptor.java
index dc08502..0010b9e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetOverlappingIntervalDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetOverlappingIntervalDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMutableInterval;
 import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.asterix.om.types.ATypeTag;
@@ -49,12 +48,7 @@
 @MissingNullInOutFunction
 public class GetOverlappingIntervalDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GetOverlappingIntervalDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = GetOverlappingIntervalDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetYearMonthDurationDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetYearMonthDurationDescriptor.java
index 0944e5d..43fa3fd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetYearMonthDurationDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/GetYearMonthDurationDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AMutableYearMonthDuration;
 import org.apache.asterix.om.base.AYearMonthDuration;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,13 +47,7 @@
 public class GetYearMonthDurationDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.GET_YEAR_MONTH_DURATION;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new GetYearMonthDurationDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = GetYearMonthDurationDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalAfterDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalAfterDescriptor.java
index bb95153..5f141d4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalAfterDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalAfterDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalAfterDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalAfterDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBeforeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBeforeDescriptor.java
index 1eee566..718ad59 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBeforeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBeforeDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private final static long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalBeforeDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = IntervalBeforeDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBinDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBinDescriptor.java
index d3ecac7..2cd6300 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBinDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalBinDescriptor.java
@@ -32,7 +32,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -59,13 +58,7 @@
 public class IntervalBinDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalBinDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalBinDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoveredByDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoveredByDescriptor.java
index 7d0c590..60d14ac 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoveredByDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoveredByDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalCoveredByDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalCoveredByDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoversDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoversDescriptor.java
index 4eff00a..504baac 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoversDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalCoversDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalCoversDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalCoversDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndedByDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndedByDescriptor.java
index f5b6589..b9e414d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndedByDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndedByDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalEndedByDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalEndedByDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndsDescriptor.java
index e5d1a27..7fc8ffb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalEndsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -30,13 +29,7 @@
 public class IntervalEndsDescriptor extends AbstractIntervalLogicFuncDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalEndsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalEndsDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMeetsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMeetsDescriptor.java
index 8fec043..ba3e1ed 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMeetsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMeetsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalMeetsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalMeetsDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMetByDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMetByDescriptor.java
index b526c20..c92bd24 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMetByDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalMetByDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalMetByDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalMetByDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlappedByDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlappedByDescriptor.java
index ec335e8..7cd9775 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlappedByDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlappedByDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalOverlappedByDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalOverlappedByDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlapsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlapsDescriptor.java
index 1968908..6884309 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlapsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalOverlapsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalOverlapsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalOverlapsDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartedByDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartedByDescriptor.java
index a474f7e..33386b4 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartedByDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartedByDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalStartedByDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalStartedByDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartsDescriptor.java
index 77dec6c..8021a16 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/IntervalStartsDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,13 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new IntervalStartsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = IntervalStartsDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MillisecondsFromDayTimeDurationDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MillisecondsFromDayTimeDurationDescriptor.java
index 6a71c60..adb0a1a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MillisecondsFromDayTimeDurationDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MillisecondsFromDayTimeDurationDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,13 +47,7 @@
 public class MillisecondsFromDayTimeDurationDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.MILLISECONDS_FROM_DAY_TIME_DURATION;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new MillisecondsFromDayTimeDurationDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = MillisecondsFromDayTimeDurationDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MonthsFromYearMonthDurationDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MonthsFromYearMonthDurationDescriptor.java
index 96d7184..c428b4d 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MonthsFromYearMonthDurationDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/MonthsFromYearMonthDurationDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,13 +47,7 @@
 public class MonthsFromYearMonthDurationDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.MONTHS_FROM_YEAR_MONTH_DURATION;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new MonthsFromYearMonthDurationDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = MonthsFromYearMonthDurationDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapBinsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapBinsDescriptor.java
index 56f6633..a470464 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapBinsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapBinsDescriptor.java
@@ -35,7 +35,6 @@
 import org.apache.asterix.om.base.temporal.DurationArithmeticOperations;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.AOrderedListType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -63,13 +62,7 @@
 public class OverlapBinsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new OverlapBinsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = OverlapBinsDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapDescriptor.java
index 5c12752..f886697 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/OverlapDescriptor.java
@@ -20,7 +20,6 @@
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.pointables.nonvisitor.AIntervalPointable;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -31,12 +30,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new OverlapDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = OverlapDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateDescriptor.java
index f31cef7..58273ca 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateDescriptor.java
@@ -29,7 +29,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -61,12 +60,7 @@
 public class ParseDateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ParseDateDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = ParseDateDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateTimeDescriptor.java
index 49dec79..8596dab 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseDateTimeDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 public class ParseDateTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ParseDateTimeDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = ParseDateTimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseTimeDescriptor.java
index 606e65e..15bd366 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/ParseTimeDescriptor.java
@@ -28,7 +28,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -52,12 +51,7 @@
 public class ParseTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ParseTimeDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = ParseTimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateDescriptor.java
index a2311f4..ff787ee 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -49,13 +48,7 @@
 public class PrintDateDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrintDateDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = PrintDateDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -108,7 +101,7 @@
                             int formatLength = UTF8StringUtil.getUTFLength(bytes1, offset1 + 1);
                             int offset = UTF8StringUtil.getNumBytesToStoreLength(formatLength);
                             sbder.delete(0, sbder.length());
-                            util.printDateTime(chronon, 0, bytes1, offset1 + 1 + offset, formatLength, sbder,
+                            util.printDateTime(chronon, bytes1, offset1 + 1 + offset, formatLength, sbder,
                                     DateTimeParseMode.DATE_ONLY);
 
                             out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateTimeDescriptor.java
index 43b240d..f1d28df 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintDateTimeDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -48,13 +47,7 @@
 public class PrintDateTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrintDateTimeDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = PrintDateTimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -107,7 +100,7 @@
                             utf8Ptr.set(bytes1, offset1 + 1, len1 - 1);
                             int formatLength = utf8Ptr.getUTF8Length();
                             sbder.delete(0, sbder.length());
-                            util.printDateTime(chronon, 0, utf8Ptr.getByteArray(), utf8Ptr.getCharStartOffset(),
+                            util.printDateTime(chronon, utf8Ptr.getByteArray(), utf8Ptr.getCharStartOffset(),
                                     formatLength, sbder, DateTimeParseMode.DATETIME);
 
                             out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintTimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintTimeDescriptor.java
index c74664e..568ffcb 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintTimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/PrintTimeDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
 import org.apache.asterix.om.base.temporal.DateTimeFormatUtils.DateTimeParseMode;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
@@ -48,13 +47,7 @@
 public class PrintTimeDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
 
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new PrintTimeDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = PrintTimeDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -107,7 +100,7 @@
                             utf8Ptr.set(bytes1, offset1 + 1, len1 - 1);
                             int formatLength = utf8Ptr.getUTF8Length();
                             sbder.delete(0, sbder.length());
-                            util.printDateTime(chronon, 0, utf8Ptr.getByteArray(), utf8Ptr.getCharStartOffset(),
+                            util.printDateTime(chronon, utf8Ptr.getByteArray(), utf8Ptr.getCharStartOffset(),
                                     formatLength, sbder, DateTimeParseMode.TIME_ONLY);
 
                             out.writeByte(ATypeTag.SERIALIZED_STRING_TYPE_TAG);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/QuarterOfYearDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/QuarterOfYearDescriptor.java
new file mode 100644
index 0000000..bd54db0
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/QuarterOfYearDescriptor.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADurationSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AYearMonthDurationSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+@MissingNullInOutFunction
+public class QuarterOfYearDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+    private static final FunctionIdentifier FID = BuiltinFunctions.QUARTER_OF_YEAR;
+    public static final IFunctionDescriptorFactory FACTORY = QuarterOfYearDescriptor::new;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new IScalarEvaluator() {
+                    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private final DataOutput out = resultStorage.getDataOutput();
+                    private final IPointable argPtr = new VoidPointable();
+                    private final IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
+
+                    private final GregorianCalendarSystem calSystem = GregorianCalendarSystem.getInstance();
+
+                    // for output: type integer
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer<AInt64> intSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+                    private final AMutableInt64 aMutableInt64 = new AMutableInt64(0);
+
+                    @Override
+                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+                        eval.evaluate(tuple, argPtr);
+
+                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
+                            return;
+                        }
+
+                        byte[] bytes = argPtr.getByteArray();
+                        int startOffset = argPtr.getStartOffset();
+
+                        resultStorage.reset();
+                        try {
+                            if (bytes[startOffset] == ATypeTag.SERIALIZED_DURATION_TYPE_TAG) {
+                                int durationMonth = calSystem.getDurationMonth(
+                                        ADurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1));
+                                int durationQuarter = durationMonth / 3;
+                                aMutableInt64.setValue(durationQuarter);
+                                intSerde.serialize(aMutableInt64, out);
+                                result.set(resultStorage);
+                                return;
+                            }
+                            if (bytes[startOffset] == ATypeTag.SERIALIZED_YEAR_MONTH_DURATION_TYPE_TAG) {
+                                int durationMonth = calSystem.getDurationMonth(
+                                        AYearMonthDurationSerializerDeserializer.getYearMonth(bytes, startOffset + 1));
+                                int durationQuarter = durationMonth / 3;
+                                aMutableInt64.setValue(durationQuarter);
+                                intSerde.serialize(aMutableInt64, out);
+                                result.set(resultStorage);
+                                return;
+                            }
+
+                            long chrononTimeInMs;
+                            if (bytes[startOffset] == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
+                                chrononTimeInMs = AInt32SerializerDeserializer.getInt(bytes, startOffset + 1)
+                                        * GregorianCalendarSystem.CHRONON_OF_DAY;
+                            } else if (bytes[startOffset] == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
+                                chrononTimeInMs = AInt64SerializerDeserializer.getLong(bytes, startOffset + 1);
+                            } else {
+                                throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[startOffset],
+                                        ATypeTag.SERIALIZED_DURATION_TYPE_TAG,
+                                        ATypeTag.SERIALIZED_YEAR_MONTH_DURATION_TYPE_TAG,
+                                        ATypeTag.SERIALIZED_DATE_TYPE_TAG, ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
+                            }
+
+                            int year = calSystem.getYear(chrononTimeInMs);
+                            int quarter = calSystem.getQuarterOfYear(chrononTimeInMs, year);
+
+                            aMutableInt64.setValue(quarter);
+                            intSerde.serialize(aMutableInt64, out);
+                        } catch (IOException e) {
+                            throw HyracksDataException.create(e);
+                        }
+                        result.set(resultStorage);
+                    }
+                };
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromDatetimeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromDatetimeDescriptor.java
index b04944f..4771bc3 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromDatetimeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromDatetimeDescriptor.java
@@ -27,7 +27,6 @@
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -50,14 +49,7 @@
 
     private static final long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.TIME_FROM_DATETIME;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TimeFromDatetimeDescriptor();
-        }
-
-    };
+    public final static IFunctionDescriptorFactory FACTORY = TimeFromDatetimeDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
@@ -82,6 +74,7 @@
                     private ISerializerDeserializer<ATime> timeSerde =
                             SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ATIME);
                     private AMutableTime aTime = new AMutableTime(0);
+                    private final GregorianCalendarSystem cal = GregorianCalendarSystem.getInstance();
 
                     @Override
                     public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
@@ -100,10 +93,7 @@
                                     ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
                         }
                         long datetimeChronon = ADateTimeSerializerDeserializer.getChronon(bytes, offset + 1);
-                        int timeChronon = (int) (datetimeChronon % GregorianCalendarSystem.CHRONON_OF_DAY);
-                        if (timeChronon < 0) {
-                            timeChronon += GregorianCalendarSystem.CHRONON_OF_DAY;
-                        }
+                        int timeChronon = cal.getTimeChronon(datetimeChronon);
                         aTime.setValue(timeChronon);
                         timeSerde.serialize(aTime, out);
                         result.set(resultStorage);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromUnixTimeInMsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromUnixTimeInMsDescriptor.java
index f074d8c..b3cc2c0 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromUnixTimeInMsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimeFromUnixTimeInMsDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.om.base.AMutableTime;
 import org.apache.asterix.om.base.ATime;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -46,13 +45,7 @@
 public class TimeFromUnixTimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private final static long serialVersionUID = 1L;
     public final static FunctionIdentifier FID = BuiltinFunctions.TIME_FROM_UNIX_TIME_IN_MS;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TimeFromUnixTimeInMsDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = TimeFromUnixTimeInMsDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimezoneHelper.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimezoneHelper.java
new file mode 100644
index 0000000..7451570
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/TimezoneHelper.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.time.zone.ZoneRules;
+import java.util.TimeZone;
+
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.runtime.evaluators.functions.StringEvaluatorUtils;
+import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+
+final class TimezoneHelper {
+
+    private final SourceLocation srcLoc;
+
+    private final FunctionIdentifier funID;
+
+    private final ByteArrayAccessibleOutputStream lastTimezoneIdStorage = new ByteArrayAccessibleOutputStream();
+
+    private final UTF8StringPointable lastTimezoneIdPtr = new UTF8StringPointable();
+
+    private ZoneRules lastTimezoneRules;
+
+    TimezoneHelper(SourceLocation srcLoc, FunctionIdentifier funID) {
+        this.srcLoc = srcLoc;
+        this.funID = funID;
+    }
+
+    public ZoneRules parseTimeZone(UTF8StringPointable timezoneIdPtr) throws InvalidDataFormatException {
+        boolean newTimeZoneId = lastTimezoneRules == null || lastTimezoneIdPtr.compareTo(timezoneIdPtr) != 0;
+        if (newTimeZoneId) {
+            TimeZone tz = DateTimeFormatUtils.findTimeZone(timezoneIdPtr.getByteArray(),
+                    timezoneIdPtr.getCharStartOffset(), timezoneIdPtr.getUTF8Length());
+            if (tz == null) {
+                throw new InvalidDataFormatException(srcLoc, funID, "timezone");
+            }
+            // ! object creation !
+            lastTimezoneRules = tz.toZoneId().getRules();
+            StringEvaluatorUtils.copyResetUTF8Pointable(timezoneIdPtr, lastTimezoneIdStorage, lastTimezoneIdPtr);
+        }
+        return lastTimezoneRules;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDateInDaysDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDateInDaysDescriptor.java
index 2334438..930759a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDateInDaysDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDateInDaysDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -48,13 +47,7 @@
 public class UnixTimeFromDateInDaysDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new UnixTimeFromDateInDaysDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromDateInDaysDescriptor::new;
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsDescriptor.java
index 5dd936b..5faaab6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsDescriptor.java
@@ -18,42 +18,21 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt64;
-import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
-public class UnixTimeFromDatetimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+public final class UnixTimeFromDatetimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromDatetimeInMsDescriptor::new;
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new UnixTimeFromDatetimeInMsDescriptor();
-        }
-    };
 
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
@@ -62,41 +41,8 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable argPtr = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-
-                    // possible returning types
-                    private AMutableInt64 aInt64 = new AMutableInt64(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt64> int64Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        eval.evaluate(tuple, argPtr);
-
-                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
-                            return;
-                        }
-
-                        byte[] bytes = argPtr.getByteArray();
-                        int offset = argPtr.getStartOffset();
-
-                        if (bytes[offset] != ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
-                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[offset],
-                                    ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
-                        }
-                        long datetimeChronon = ADateTimeSerializerDeserializer.getChronon(bytes, offset + 1);
-                        aInt64.setValue(datetimeChronon);
-                        int64Serde.serialize(aInt64, out);
-                        result.set(resultStorage);
-                    }
-                };
+                IScalarEvaluator argEval = args[0].createScalarEvaluator(ctx);
+                return new UnixTimeFromDatetimeInMsEval(argEval, sourceLoc, getIdentifier());
             }
         };
     }
@@ -105,5 +51,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.UNIX_TIME_FROM_DATETIME_IN_MS;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsEval.java
new file mode 100644
index 0000000..5bef2d9
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsEval.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+final class UnixTimeFromDatetimeInMsEval extends AbstractUnixTimeFromDatetimeEval {
+
+    UnixTimeFromDatetimeInMsEval(IScalarEvaluator arg0, SourceLocation sourceLoc,
+            FunctionIdentifier functionIdentifier) {
+        super(arg0, sourceLoc, functionIdentifier);
+    }
+
+    UnixTimeFromDatetimeInMsEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier functionIdentifier) {
+        super(arg0, arg1, sourceLoc, functionIdentifier);
+    }
+
+    @Override
+    long chrononToUnixTime(long chronon) {
+        return chronon;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsWithTzDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsWithTzDescriptor.java
new file mode 100644
index 0000000..fd15179
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInMsWithTzDescriptor.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public final class UnixTimeFromDatetimeInMsWithTzDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromDatetimeInMsWithTzDescriptor::new;
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                IScalarEvaluator arg0Eval = args[0].createScalarEvaluator(ctx);
+                IScalarEvaluator arg1Eval = args[1].createScalarEvaluator(ctx);
+                return new UnixTimeFromDatetimeInMsEval(arg0Eval, arg1Eval, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.UNIX_TIME_FROM_DATETIME_IN_MS_WITH_TZ;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsDescriptor.java
index add409d..2b90b08 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsDescriptor.java
@@ -18,49 +18,22 @@
  */
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
-import static org.apache.asterix.om.types.ATypeTag.SERIALIZED_DATETIME_TYPE_TAG;
-
-import java.io.DataOutput;
-
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.dataflow.data.nontagged.serde.ADateTimeSerializerDeserializer;
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.AInt64;
-import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
-import org.apache.asterix.runtime.exceptions.TypeMismatchException;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.VoidPointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
 
 @MissingNullInOutFunction
-public class UnixTimeFromDatetimeInSecsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+public final class UnixTimeFromDatetimeInSecsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
 
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromDatetimeInSecsDescriptor::new;
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
 
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new UnixTimeFromDatetimeInSecsDescriptor();
-        }
-    };
-
-    /* (non-Javadoc)
-     * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
-     */
     @Override
     public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
         return new IScalarEvaluatorFactory() {
@@ -68,41 +41,8 @@
 
             @Override
             public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
-                return new IScalarEvaluator() {
-
-                    private ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-                    private DataOutput out = resultStorage.getDataOutput();
-                    private IPointable argPtr = new VoidPointable();
-                    private IScalarEvaluator eval = args[0].createScalarEvaluator(ctx);
-
-                    // possible returning types
-                    private AMutableInt64 aInt64 = new AMutableInt64(0);
-                    @SuppressWarnings("unchecked")
-                    private ISerializerDeserializer<AInt64> int64Serde =
-                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
-
-                    @Override
-                    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-                        resultStorage.reset();
-                        eval.evaluate(tuple, argPtr);
-
-                        if (PointableHelper.checkAndSetMissingOrNull(result, argPtr)) {
-                            return;
-                        }
-
-                        byte[] bytes = argPtr.getByteArray();
-                        int offset = argPtr.getStartOffset();
-
-                        if (bytes[offset] != SERIALIZED_DATETIME_TYPE_TAG) {
-                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes[offset],
-                                    ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
-                        }
-                        long datetimeChronon = ADateTimeSerializerDeserializer.getChronon(bytes, offset + 1);
-                        aInt64.setValue(datetimeChronon / 1000L);
-                        int64Serde.serialize(aInt64, out);
-                        result.set(resultStorage);
-                    }
-                };
+                IScalarEvaluator argEval = args[0].createScalarEvaluator(ctx);
+                return new UnixTimeFromDatetimeInSecsEval(argEval, sourceLoc, getIdentifier());
             }
         };
     }
@@ -111,5 +51,4 @@
     public FunctionIdentifier getIdentifier() {
         return BuiltinFunctions.UNIX_TIME_FROM_DATETIME_IN_SECS;
     }
-
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsEval.java
new file mode 100644
index 0000000..f5fa628
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsEval.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+
+final class UnixTimeFromDatetimeInSecsEval extends AbstractUnixTimeFromDatetimeEval {
+
+    UnixTimeFromDatetimeInSecsEval(IScalarEvaluator arg0, SourceLocation sourceLoc,
+            FunctionIdentifier functionIdentifier) {
+        super(arg0, sourceLoc, functionIdentifier);
+    }
+
+    UnixTimeFromDatetimeInSecsEval(IScalarEvaluator arg0, IScalarEvaluator arg1, SourceLocation sourceLoc,
+            FunctionIdentifier functionIdentifier) {
+        super(arg0, arg1, sourceLoc, functionIdentifier);
+    }
+
+    @Override
+    long chrononToUnixTime(long chronon) {
+        return chronon / 1000L;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsWithTzDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsWithTzDescriptor.java
new file mode 100644
index 0000000..929e679
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromDatetimeInSecsWithTzDescriptor.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public final class UnixTimeFromDatetimeInSecsWithTzDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromDatetimeInSecsWithTzDescriptor::new;
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(final IEvaluatorContext ctx) throws HyracksDataException {
+                IScalarEvaluator arg0Eval = args[0].createScalarEvaluator(ctx);
+                IScalarEvaluator arg1Eval = args[1].createScalarEvaluator(ctx);
+                return new UnixTimeFromDatetimeInSecsEval(arg0Eval, arg1Eval, sourceLoc, getIdentifier());
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.UNIX_TIME_FROM_DATETIME_IN_SECS_WITH_TZ;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromTimeInMsDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromTimeInMsDescriptor.java
index 53071a1..184d0ad 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromTimeInMsDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/UnixTimeFromTimeInMsDescriptor.java
@@ -26,7 +26,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.BuiltinType;
@@ -47,12 +46,7 @@
 @MissingNullInOutFunction
 public class UnixTimeFromTimeInMsDescriptor extends AbstractScalarFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new UnixTimeFromTimeInMsDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = UnixTimeFromTimeInMsDescriptor::new;
 
     /* (non-Javadoc)
      * @see org.apache.asterix.runtime.base.IScalarFunctionDynamicDescriptor#createEvaluatorFactory(org.apache.hyracks.algebricks.runtime.base.ICopyEvaluatorFactory[])
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYear2Descriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYear2Descriptor.java
new file mode 100644
index 0000000..74c0172
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYear2Descriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public class WeekOfYear2Descriptor extends AbstractScalarFunctionDynamicDescriptor {
+    public static final IFunctionDescriptorFactory FACTORY = WeekOfYear2Descriptor::new;
+    private static final long serialVersionUID = 1L;
+    private static final FunctionIdentifier FID = BuiltinFunctions.WEEK_OF_YEAR2;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new WeekOfYearEval(args[0].createScalarEvaluator(ctx), args[1].createScalarEvaluator(ctx), FID,
+                        sourceLoc);
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearDescriptor.java
new file mode 100644
index 0000000..5b50320
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearDescriptor.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import org.apache.asterix.common.annotations.MissingNullInOutFunction;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.runtime.evaluators.base.AbstractScalarFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@MissingNullInOutFunction
+public class WeekOfYearDescriptor extends AbstractScalarFunctionDynamicDescriptor {
+    public static final IFunctionDescriptorFactory FACTORY = WeekOfYearDescriptor::new;
+    private static final long serialVersionUID = 1L;
+    private static final FunctionIdentifier FID = BuiltinFunctions.WEEK_OF_YEAR;
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IScalarEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IScalarEvaluator createScalarEvaluator(IEvaluatorContext ctx) throws HyracksDataException {
+                return new WeekOfYearEval(args[0].createScalarEvaluator(ctx), null, FID, sourceLoc);
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return FID;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearEval.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearEval.java
new file mode 100644
index 0000000..d1a89ed
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/WeekOfYearEval.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.evaluators.functions.temporal;
+
+import java.io.DataOutput;
+import java.util.Calendar;
+import java.util.Objects;
+import java.util.TimeZone;
+
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt64SerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AInt64;
+import org.apache.asterix.om.base.AMutableInt64;
+import org.apache.asterix.om.base.temporal.DateTimeFormatUtils;
+import org.apache.asterix.om.base.temporal.GregorianCalendarSystem;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.evaluators.functions.PointableHelper;
+import org.apache.asterix.runtime.exceptions.InvalidDataFormatException;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+class WeekOfYearEval implements IScalarEvaluator {
+
+    private final IScalarEvaluator eval0;
+    private final IScalarEvaluator eval1;
+    private final IPointable arg0Ptr = new VoidPointable();
+    private final IPointable arg1Ptr;
+    private final UTF8StringPointable str1Ptr;
+
+    private final GregorianCalendarSystem calSystem = GregorianCalendarSystem.getInstance();
+    private final Calendar cal = Calendar.getInstance(TimeZone.getTimeZone("UTC"));
+
+    // possible returning types
+    @SuppressWarnings("unchecked")
+    private final ISerializerDeserializer<AInt64> int64Serde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT64);
+    private final AMutableInt64 aInt64 = new AMutableInt64(0);
+
+    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+    private final DataOutput out = resultStorage.getDataOutput();
+
+    private final FunctionIdentifier fid;
+    private final SourceLocation sourceLoc;
+
+    public WeekOfYearEval(IScalarEvaluator eval0, IScalarEvaluator eval1, FunctionIdentifier fid,
+            SourceLocation sourceLoc) {
+        this.eval0 = Objects.requireNonNull(eval0);
+        this.eval1 = eval1;
+        arg1Ptr = eval1 != null ? new VoidPointable() : null;
+        str1Ptr = eval1 != null ? new UTF8StringPointable() : null;
+        this.fid = Objects.requireNonNull(fid);
+        this.sourceLoc = sourceLoc;
+    }
+
+    @Override
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        eval0.evaluate(tuple, arg0Ptr);
+        if (eval1 != null) {
+            eval1.evaluate(tuple, arg1Ptr);
+        }
+
+        if (PointableHelper.checkAndSetMissingOrNull(result, arg0Ptr, arg1Ptr)) {
+            return;
+        }
+
+        byte[] bytes0 = arg0Ptr.getByteArray();
+        int offset0 = arg0Ptr.getStartOffset();
+
+        long chrononTimeInMs;
+        if (bytes0[offset0] == ATypeTag.SERIALIZED_DATE_TYPE_TAG) {
+            chrononTimeInMs =
+                    AInt32SerializerDeserializer.getInt(bytes0, offset0 + 1) * GregorianCalendarSystem.CHRONON_OF_DAY;
+        } else if (bytes0[offset0] == ATypeTag.SERIALIZED_DATETIME_TYPE_TAG) {
+            chrononTimeInMs = AInt64SerializerDeserializer.getLong(bytes0, offset0 + 1);
+        } else {
+            throw new TypeMismatchException(sourceLoc, fid, 0, bytes0[offset0], ATypeTag.SERIALIZED_DATE_TYPE_TAG,
+                    ATypeTag.SERIALIZED_DATETIME_TYPE_TAG);
+        }
+
+        int weekStart = 0;
+
+        if (eval1 != null) {
+            byte[] bytes1 = arg1Ptr.getByteArray();
+            int offset1 = arg1Ptr.getStartOffset();
+            ATypeTag tt1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes1[offset1]);
+            switch (tt1) {
+                case TINYINT:
+                case SMALLINT:
+                case INTEGER:
+                case BIGINT:
+                case FLOAT:
+                case DOUBLE:
+                    int v = ATypeHierarchy.getIntegerValue(fid.getName(), 1, bytes1, offset1);
+                    weekStart = v - 1;
+                    break;
+                case STRING:
+                    int len1 = arg1Ptr.getLength();
+                    str1Ptr.set(bytes1, offset1 + 1, len1 - 1);
+                    int str1Len = str1Ptr.getStringLength();
+                    weekStart = DateTimeFormatUtils.weekdayIDSearch(str1Ptr.getByteArray(),
+                            str1Ptr.getCharStartOffset(), str1Len, str1Len == 3);
+                    break;
+                default:
+                    throw new TypeMismatchException(sourceLoc, fid, 1, bytes1[offset1],
+                            ATypeTag.SERIALIZED_STRING_TYPE_TAG);
+            }
+            boolean weekStartValid = weekStart >= 0 && weekStart < GregorianCalendarSystem.DAYS_IN_A_WEEK;
+            if (!weekStartValid) {
+                throw new InvalidDataFormatException(sourceLoc, fid, "week_start_day");
+            }
+        }
+
+        int year = calSystem.getYear(chrononTimeInMs);
+        int month = calSystem.getMonthOfYear(chrononTimeInMs, year);
+        int day = calSystem.getDayOfMonthYear(chrononTimeInMs, year, month);
+
+        cal.setFirstDayOfWeek(weekStart + 1);
+        cal.setMinimalDaysInFirstWeek(1);
+        cal.set(year, month - 1, day);
+        int weekOfYear = cal.get(Calendar.WEEK_OF_YEAR);
+
+        resultStorage.reset();
+        aInt64.setValue(weekOfYear);
+        int64Serde.serialize(aInt64, out);
+        result.set(resultStorage);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationGreaterThanComparatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationGreaterThanComparatorDescriptor.java
index dbc3466..d865576 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationGreaterThanComparatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationGreaterThanComparatorDescriptor.java
@@ -20,20 +20,13 @@
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 
 @MissingNullInOutFunction
 public class YearMonthDurationGreaterThanComparatorDescriptor extends YearMonthDurationComparatorDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public final static IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new YearMonthDurationGreaterThanComparatorDescriptor();
-        }
-    };
+    public final static IFunctionDescriptorFactory FACTORY = YearMonthDurationGreaterThanComparatorDescriptor::new;
 
     protected YearMonthDurationGreaterThanComparatorDescriptor() {
         super(true);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationLessThanComparatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationLessThanComparatorDescriptor.java
index 2f32eed..6e03766 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationLessThanComparatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/evaluators/functions/temporal/YearMonthDurationLessThanComparatorDescriptor.java
@@ -20,20 +20,13 @@
 package org.apache.asterix.runtime.evaluators.functions.temporal;
 
 import org.apache.asterix.common.annotations.MissingNullInOutFunction;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 
 @MissingNullInOutFunction
 public class YearMonthDurationLessThanComparatorDescriptor extends YearMonthDurationComparatorDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new YearMonthDurationLessThanComparatorDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = YearMonthDurationLessThanComparatorDescriptor::new;
 
     protected YearMonthDurationLessThanComparatorDescriptor() {
         super(false);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/exceptions/InvalidDataFormatException.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/exceptions/InvalidDataFormatException.java
index ba713e3..5b3f9a1 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/exceptions/InvalidDataFormatException.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/exceptions/InvalidDataFormatException.java
@@ -30,8 +30,8 @@
 
     public InvalidDataFormatException(SourceLocation sourceLoc, FunctionIdentifier fid, Throwable cause,
             byte expectedTypeTag) {
-        super(ErrorCode.INVALID_FORMAT, cause, sourceLoc, fid.getName(),
-                EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(expectedTypeTag));
+        super(ErrorCode.INVALID_FORMAT, cause, sourceLoc,
+                EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(expectedTypeTag), fid.getName());
     }
 
     public InvalidDataFormatException(SourceLocation sourceLoc, FunctionIdentifier fid, byte expectedTypeTag) {
@@ -39,6 +39,6 @@
     }
 
     public InvalidDataFormatException(SourceLocation sourceLoc, FunctionIdentifier fid, String expectedType) {
-        super(ErrorCode.INVALID_FORMAT, sourceLoc, fid.getName(), expectedType);
+        super(ErrorCode.INVALID_FORMAT, sourceLoc, expectedType, fid.getName());
     }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/formats/NonTaggedDataFormat.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/formats/NonTaggedDataFormat.java
index 31a93dc..8c8b7e6 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/formats/NonTaggedDataFormat.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/formats/NonTaggedDataFormat.java
@@ -24,6 +24,7 @@
 
 import org.apache.asterix.common.config.GlobalConfig;
 import org.apache.asterix.dataflow.data.nontagged.MissingWriterFactory;
+import org.apache.asterix.dataflow.data.nontagged.NullWriterFactory;
 import org.apache.asterix.formats.base.IDataFormat;
 import org.apache.asterix.formats.nontagged.ADMPrinterFactoryProvider;
 import org.apache.asterix.formats.nontagged.BinaryBooleanInspector;
@@ -33,6 +34,7 @@
 import org.apache.asterix.formats.nontagged.BinaryIntegerInspector;
 import org.apache.asterix.formats.nontagged.CSVPrinterFactoryProvider;
 import org.apache.asterix.formats.nontagged.CleanJSONPrinterFactoryProvider;
+import org.apache.asterix.formats.nontagged.LosslessADMJSONPrinterFactoryProvider;
 import org.apache.asterix.formats.nontagged.LosslessJSONPrinterFactoryProvider;
 import org.apache.asterix.formats.nontagged.NormalizedKeyComputerFactoryProvider;
 import org.apache.asterix.formats.nontagged.PredicateEvaluatorFactoryProvider;
@@ -41,6 +43,7 @@
 import org.apache.asterix.om.base.ABoolean;
 import org.apache.asterix.om.base.AInt32;
 import org.apache.asterix.om.base.AMissing;
+import org.apache.asterix.om.base.ANull;
 import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.base.IAObject;
@@ -299,6 +302,11 @@
     }
 
     @Override
+    public IPrinterFactoryProvider getLosslessADMJSONPrinterFactoryProvider() {
+        return LosslessADMJSONPrinterFactoryProvider.INSTANCE;
+    }
+
+    @Override
     public IPrinterFactoryProvider getCleanJSONPrinterFactoryProvider() {
         return CleanJSONPrinterFactoryProvider.INSTANCE;
     }
@@ -311,9 +319,11 @@
     @SuppressWarnings("unchecked")
     @Override
     public IScalarEvaluatorFactory getConstantEvalFactory(IAlgebricksConstantValue value) throws AlgebricksException {
-        IAObject obj = null;
+        IAObject obj;
         if (value.isMissing()) {
             obj = AMissing.MISSING;
+        } else if (value.isNull()) {
+            obj = ANull.NULL;
         } else if (value.isTrue()) {
             obj = ABoolean.TRUE;
         } else if (value.isFalse()) {
@@ -343,6 +353,11 @@
     }
 
     @Override
+    public IMissingWriterFactory getNullWriterFactory() {
+        return NullWriterFactory.INSTANCE;
+    }
+
+    @Override
     public IUnnestingPositionWriterFactory getUnnestingPositionWriterFactory() {
         return UnnestingPositionWriterFactory.INSTANCE;
     }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/AbstractFullTextFilterDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/AbstractFullTextFilterDescriptor.java
new file mode 100644
index 0000000..c61cdd3
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/AbstractFullTextFilterDescriptor.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.fulltext;
+
+import org.apache.asterix.common.metadata.DataverseName;
+
+public abstract class AbstractFullTextFilterDescriptor implements IFullTextFilterDescriptor {
+    private static final long serialVersionUID = 6884215200256734408L;
+
+    protected final DataverseName dataverseName;
+    protected final String name;
+
+    public AbstractFullTextFilterDescriptor(DataverseName dataverseName, String name) {
+        this.dataverseName = dataverseName;
+        this.name = name;
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    @Override
+    public String getName() {
+        return name;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/FullTextConfigDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/FullTextConfigDescriptor.java
new file mode 100644
index 0000000..6df92a1
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/FullTextConfigDescriptor.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.fulltext;
+
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextFilterEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
+
+import com.google.common.collect.ImmutableList;
+
+// Full-text config that contains a tokenizer (e.g. a WORK tokenizer) and multiple full-text filters (e.g. stopwords filter)
+// to tokenize and process tokens of full-text documents
+// When running the ftcontains() function, the full-text config can be used with or without a full-text index
+public class FullTextConfigDescriptor implements IFullTextConfigDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final DataverseName dataverseName;
+    private final String name;
+    private final TokenizerCategory tokenizerCategory;
+    private final ImmutableList<String> filterNames;
+
+    public FullTextConfigDescriptor(DataverseName dataverseName, String name, TokenizerCategory tokenizerCategory,
+            ImmutableList<String> filterNames) {
+        this.dataverseName = dataverseName;
+        this.name = name;
+        this.tokenizerCategory = tokenizerCategory;
+        this.filterNames = filterNames;
+    }
+
+    // This built-in default full-text config will be used only when no full-text config is specified by the user.
+    // Note that the default ft config descriptor is not stored in metadata catalog,
+    // and if we are trying to get a full-text config descriptor with a name of null or empty string,
+    // the metadata manager will return this default full-text config without looking into the metadata catalog
+    // In this way we avoid the edge cases to insert or delete the default config in the metadata catalog
+    public static FullTextConfigDescriptor getDefaultFullTextConfig() {
+        return new FullTextConfigDescriptor(null, null, TokenizerCategory.WORD, ImmutableList.of());
+    }
+
+    public DataverseName getDataverseName() {
+        return dataverseName;
+    }
+
+    @Override
+    public String getName() {
+        return name;
+    }
+
+    // We need to exclude the full-text filter descriptors from the full-text config because both of them
+    // would be in the metadata cache, that means they should be immutable to guarantee consistency
+    // So we decide to let the caller to be responsible for fetching the filter descriptors from metadata,
+    // and pass the filters as an argument here
+    //
+    // Use the util function org.apache.asterix.metadata.utils.FullTextUtil.fetchFilterAndCreateConfigEvaluator()
+    // to fetch filters according to the filter names and create full-text config evaluator
+    @Override
+    public IFullTextConfigEvaluatorFactory createEvaluatorFactory(
+            ImmutableList<AbstractFullTextFilterDescriptor> filterDescriptors) {
+        ImmutableList.Builder<IFullTextFilterEvaluatorFactory> filtersBuilder = new ImmutableList.Builder<>();
+        for (IFullTextFilterDescriptor filterDescriptor : filterDescriptors) {
+            filtersBuilder.add(filterDescriptor.createEvaluatorFactory());
+        }
+
+        return new FullTextConfigEvaluatorFactory(name, tokenizerCategory, filtersBuilder.build());
+    }
+
+    @Override
+    public TokenizerCategory getTokenizerCategory() {
+        return tokenizerCategory;
+    }
+
+    @Override
+    public ImmutableList<String> getFilterNames() {
+        return filterNames;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextConfigDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextConfigDescriptor.java
new file mode 100644
index 0000000..97f00c3
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextConfigDescriptor.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.fulltext;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
+
+import com.google.common.collect.ImmutableList;
+
+public interface IFullTextConfigDescriptor extends Serializable {
+    String getName();
+
+    TokenizerCategory getTokenizerCategory();
+
+    ImmutableList<String> getFilterNames();
+
+    IFullTextConfigEvaluatorFactory createEvaluatorFactory(
+            ImmutableList<AbstractFullTextFilterDescriptor> filterDescriptors);
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextFilterDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextFilterDescriptor.java
new file mode 100644
index 0000000..630c8e8
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/IFullTextFilterDescriptor.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.fulltext;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextFilterType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextFilterEvaluatorFactory;
+
+// Full-text filter descriptor that contains all the necessary information in the compile-time.
+// After compilation, a filter evaluator factory will be created at run-time,
+// and then a filter evaluator will be produced by the evaluator factory to process tokens after tokenization.
+//
+// Note that the filter concepts (descriptor, evaluator factory and evaluator)
+// are wrapped in the full-text config concepts accordingly.
+// The design of the filter is never to be called directly but via the full-text config.
+public interface IFullTextFilterDescriptor extends Serializable {
+    String getName();
+
+    FullTextFilterType getFilterType();
+
+    IFullTextFilterEvaluatorFactory createEvaluatorFactory();
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/StopwordsFullTextFilterDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/StopwordsFullTextFilterDescriptor.java
new file mode 100644
index 0000000..1dbef70
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/fulltext/StopwordsFullTextFilterDescriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.fulltext;
+
+import java.util.List;
+
+import org.apache.asterix.common.metadata.DataverseName;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextFilterType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextFilterEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.StopwordsFullTextFilterEvaluatorFactory;
+
+import com.google.common.collect.ImmutableList;
+
+public class StopwordsFullTextFilterDescriptor extends AbstractFullTextFilterDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public ImmutableList<String> stopwordList;
+
+    public StopwordsFullTextFilterDescriptor(DataverseName dataverseName, String name,
+            ImmutableList<String> stopwordList) {
+        super(dataverseName, name);
+        this.stopwordList = stopwordList;
+    }
+
+    @Override
+    public FullTextFilterType getFilterType() {
+        return FullTextFilterType.STOPWORDS;
+    }
+
+    public List<String> getStopwordList() {
+        return this.stopwordList;
+    }
+
+    @Override
+    public IFullTextFilterEvaluatorFactory createEvaluatorFactory() {
+        return new StopwordsFullTextFilterEvaluatorFactory(name, stopwordList);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionCollection.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionCollection.java
index e1c9164..35993cf 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionCollection.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionCollection.java
@@ -37,6 +37,7 @@
 import org.apache.asterix.runtime.aggregates.scalar.ScalarAvgDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarCountAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarCountDistinctAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.scalar.ScalarFirstElementAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarKurtosisAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarKurtosisDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarMaxAggregateDescriptor;
@@ -63,6 +64,7 @@
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlStddevPopDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlSumAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlSumDistinctAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlVarDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSqlVarPopAggregateDescriptor;
@@ -73,6 +75,7 @@
 import org.apache.asterix.runtime.aggregates.scalar.ScalarStddevPopDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSumAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarSumDistinctAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.scalar.ScalarUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarVarDistinctAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.scalar.ScalarVarPopAggregateDescriptor;
@@ -158,11 +161,13 @@
 import org.apache.asterix.runtime.aggregates.std.GlobalSqlStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalSqlStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalSqlSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.GlobalSqlUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalSqlVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalSqlVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.GlobalUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.GlobalVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateAvgAggregateDescriptor;
@@ -178,11 +183,13 @@
 import org.apache.asterix.runtime.aggregates.std.IntermediateSqlStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateSqlStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateSqlSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.IntermediateSqlUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateSqlVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateSqlVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.IntermediateUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.IntermediateVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.KurtosisAggregateDescriptor;
@@ -200,11 +207,13 @@
 import org.apache.asterix.runtime.aggregates.std.LocalSqlStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalSqlStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalSqlSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.LocalSqlUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalSqlVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalSqlVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.LocalUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.LocalVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.MaxAggregateDescriptor;
@@ -220,11 +229,13 @@
 import org.apache.asterix.runtime.aggregates.std.SqlStddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.SqlStddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.SqlSumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.SqlUnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.SqlVarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.SqlVarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.StddevAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.StddevPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.SumAggregateDescriptor;
+import org.apache.asterix.runtime.aggregates.std.UnionMbrAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.VarAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.std.VarPopAggregateDescriptor;
 import org.apache.asterix.runtime.aggregates.stream.EmptyStreamAggregateDescriptor;
@@ -261,19 +272,35 @@
 import org.apache.asterix.runtime.evaluators.comparisons.NullIfEqualsDescriptor;
 import org.apache.asterix.runtime.evaluators.comparisons.PosInfIfEqualsDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ABinaryBase64StringConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ABinaryBase64StringDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ABinaryHexStringConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ABooleanConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ABooleanDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ACircleConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ADateConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateConstructorWithFormatDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateDefaultNullConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateDefaultNullConstructorWithFormatDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ADateTimeConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateTimeConstructorWithFormatDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateTimeDefaultNullConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADateTimeDefaultNullConstructorWithFormatDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ADayTimeDurationConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADayTimeDurationDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ADoubleConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADoubleDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ADurationConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ADurationDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AFloatConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AFloatDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AInt16ConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AInt16DefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AInt32ConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AInt32DefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AInt64ConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AInt64DefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AInt8ConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AInt8DefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AIntervalConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AIntervalStartFromDateConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AIntervalStartFromDateTimeConstructorDescriptor;
@@ -284,9 +311,15 @@
 import org.apache.asterix.runtime.evaluators.constructors.APolygonConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ARectangleConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AStringConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AStringDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ATimeConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ATimeConstructorWithFormatDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ATimeDefaultNullConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.ATimeDefaultNullConstructorWithFormatDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AUUIDFromStringConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AUUIDFromStringDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.AYearMonthDurationConstructorDescriptor;
+import org.apache.asterix.runtime.evaluators.constructors.AYearMonthDurationDefaultNullConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.ClosedRecordConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.OpenRecordConstructorDescriptor;
 import org.apache.asterix.runtime.evaluators.constructors.OrderedListConstructorDescriptor;
@@ -333,8 +366,9 @@
 import org.apache.asterix.runtime.evaluators.functions.CreateUUIDDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.DecodeDataverseNameDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.DeepEqualityDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.FullTextContainsDescriptor;
-import org.apache.asterix.runtime.evaluators.functions.FullTextContainsWithoutOptionDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.FullTextContainsFunctionDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.FullTextContainsWithoutOptionFunctionDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.GetIntersectionDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.GetItemDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.GetJobParameterByNameDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.GetTypeDescriptor;
@@ -397,6 +431,7 @@
 import org.apache.asterix.runtime.evaluators.functions.NumericRoundDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.NumericRoundHalfToEven2Descriptor;
 import org.apache.asterix.runtime.evaluators.functions.NumericRoundHalfToEvenDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.NumericRoundHalfUp2Descriptor;
 import org.apache.asterix.runtime.evaluators.functions.NumericRoundWithRoundDigitDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.NumericSignDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.NumericSinDescriptor;
@@ -410,6 +445,7 @@
 import org.apache.asterix.runtime.evaluators.functions.OrDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.RandomDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.RandomWithSeedDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.ReferenceTileDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.SleepDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.SpatialAreaDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.SpatialCellDescriptor;
@@ -516,14 +552,21 @@
 import org.apache.asterix.runtime.evaluators.functions.temporal.CalendarDurationFromDateDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.CalendarDurationFromDateTimeDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentDateDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentDateImmediateDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentDateTimeDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentDateTimeImmediateDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentTimeDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.CurrentTimeImmediateDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DateFromDatetimeDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DateFromUnixTimeInDaysDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DatetimeFromDateAndTimeDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DatetimeFromUnixTimeInMsDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.DatetimeFromUnixTimeInMsWithTzDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DatetimeFromUnixTimeInSecsDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.DatetimeFromUnixTimeInSecsWithTzDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.DayOfWeek2Descriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DayOfWeekDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.DayOfYearDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DayTimeDurationGreaterThanComparatorDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DayTimeDurationLessThanComparatorDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.DurationEqualDescriptor;
@@ -556,12 +599,17 @@
 import org.apache.asterix.runtime.evaluators.functions.temporal.PrintDateDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.PrintDateTimeDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.PrintTimeDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.QuarterOfYearDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.TimeFromDatetimeDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.TimeFromUnixTimeInMsDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromDateInDaysDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromDatetimeInMsDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromDatetimeInMsWithTzDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromDatetimeInSecsDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromDatetimeInSecsWithTzDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.UnixTimeFromTimeInMsDescriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.WeekOfYear2Descriptor;
+import org.apache.asterix.runtime.evaluators.functions.temporal.WeekOfYearDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.YearMonthDurationGreaterThanComparatorDescriptor;
 import org.apache.asterix.runtime.evaluators.functions.temporal.YearMonthDurationLessThanComparatorDescriptor;
 import org.apache.asterix.runtime.runningaggregates.std.DenseRankRunningAggregateDescriptor;
@@ -571,9 +619,11 @@
 import org.apache.asterix.runtime.runningaggregates.std.RowNumberRunningAggregateDescriptor;
 import org.apache.asterix.runtime.runningaggregates.std.TidRunningAggregateDescriptor;
 import org.apache.asterix.runtime.runningaggregates.std.WinMarkFirstMissingRunningAggregateDescriptor;
+import org.apache.asterix.runtime.runningaggregates.std.WinMarkFirstNullRunningAggregateDescriptor;
 import org.apache.asterix.runtime.runningaggregates.std.WinPartitionLenRunningAggregateDescriptor;
 import org.apache.asterix.runtime.unnestingfunctions.std.RangeDescriptor;
 import org.apache.asterix.runtime.unnestingfunctions.std.ScanCollectionDescriptor;
+import org.apache.asterix.runtime.unnestingfunctions.std.SpatialTileDescriptor;
 import org.apache.asterix.runtime.unnestingfunctions.std.SubsetCollectionDescriptor;
 
 /**
@@ -625,6 +675,7 @@
         fc.add(ScanCollectionDescriptor.FACTORY);
         fc.add(RangeDescriptor.FACTORY);
         fc.add(SubsetCollectionDescriptor.FACTORY);
+        fc.add(SpatialTileDescriptor.FACTORY);
 
         // aggregate functions
         fc.add(ListifyAggregateDescriptor.FACTORY);
@@ -677,6 +728,10 @@
         fc.add(EmptyStreamAggregateDescriptor.FACTORY);
         fc.add(NonEmptyStreamAggregateDescriptor.FACTORY);
         fc.add(NullWriterAggregateDescriptor.FACTORY);
+        fc.add(UnionMbrAggregateDescriptor.FACTORY);
+        fc.add(LocalUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(IntermediateUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(GlobalUnionMbrAggregateDescriptor.FACTORY);
 
         // serializable aggregates
         fc.add(SerializableCountAggregateDescriptor.FACTORY);
@@ -738,6 +793,8 @@
         fc.add(ScalarKurtosisDistinctAggregateDescriptor.FACTORY);
         fc.add(ScalarSkewnessAggregateDescriptor.FACTORY);
         fc.add(ScalarSkewnessDistinctAggregateDescriptor.FACTORY);
+        fc.add(ScalarUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(ScalarFirstElementAggregateDescriptor.FACTORY);
 
         // SQL aggregates
         fc.add(SqlCountAggregateDescriptor.FACTORY);
@@ -781,6 +838,10 @@
         fc.add(LocalSqlSkewnessAggregateDescriptor.FACTORY);
         fc.add(IntermediateSqlSkewnessAggregateDescriptor.FACTORY);
         fc.add(GlobalSqlSkewnessAggregateDescriptor.FACTORY);
+        fc.add(SqlUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(LocalSqlUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(IntermediateSqlUnionMbrAggregateDescriptor.FACTORY);
+        fc.add(GlobalSqlUnionMbrAggregateDescriptor.FACTORY);
 
         // SQL serializable aggregates
         fc.add(SerializableSqlCountAggregateDescriptor.FACTORY);
@@ -840,6 +901,7 @@
         fc.add(ScalarSqlKurtosisDistinctAggregateDescriptor.FACTORY);
         fc.add(ScalarSqlSkewnessAggregateDescriptor.FACTORY);
         fc.add(ScalarSqlSkewnessDistinctAggregateDescriptor.FACTORY);
+        fc.add(ScalarSqlUnionMbrAggregateDescriptor.FACTORY);
 
         // window functions
         fc.add(DenseRankRunningAggregateDescriptor.FACTORY);
@@ -848,6 +910,7 @@
         fc.add(RowNumberRunningAggregateDescriptor.FACTORY);
         fc.add(PercentRankRunningAggregateDescriptor.FACTORY);
         fc.add(WinMarkFirstMissingRunningAggregateDescriptor.FACTORY);
+        fc.add(WinMarkFirstNullRunningAggregateDescriptor.FACTORY);
         fc.add(WinPartitionLenRunningAggregateDescriptor.FACTORY);
 
         // boolean functions
@@ -893,8 +956,11 @@
         fc.add(CreateQueryUIDDescriptor.FACTORY);
         fc.add(RandomDescriptor.FACTORY);
         fc.add(CurrentDateDescriptor.FACTORY);
+        fc.add(CurrentDateImmediateDescriptor.FACTORY);
         fc.add(CurrentTimeDescriptor.FACTORY);
+        fc.add(CurrentTimeImmediateDescriptor.FACTORY);
         fc.add(CurrentDateTimeDescriptor.FACTORY);
+        fc.add(CurrentDateTimeImmediateDescriptor.FACTORY);
 
         fc.add(IsNumericAddCompatibleDescriptor.FACTORY);
 
@@ -929,6 +995,7 @@
         fc.add(NumericRoundWithRoundDigitDescriptor.FACTORY);
         fc.add(NumericRoundHalfToEvenDescriptor.FACTORY);
         fc.add(NumericRoundHalfToEven2Descriptor.FACTORY);
+        fc.add(NumericRoundHalfUp2Descriptor.FACTORY);
         fc.add(NumericACosDescriptor.FACTORY);
         fc.add(NumericASinDescriptor.FACTORY);
         fc.add(NumericATanDescriptor.FACTORY);
@@ -1036,15 +1103,24 @@
 
         // Constructors
         fc.add(ABooleanConstructorDescriptor.FACTORY);
+        fc.add(ABooleanDefaultNullConstructorDescriptor.FACTORY);
         fc.add(ABinaryHexStringConstructorDescriptor.FACTORY);
         fc.add(ABinaryBase64StringConstructorDescriptor.FACTORY);
+        fc.add(ABinaryBase64StringDefaultNullConstructorDescriptor.FACTORY);
         fc.add(AStringConstructorDescriptor.FACTORY);
+        fc.add(AStringDefaultNullConstructorDescriptor.FACTORY);
         fc.add(AInt8ConstructorDescriptor.FACTORY);
+        fc.add(AInt8DefaultNullConstructorDescriptor.FACTORY);
         fc.add(AInt16ConstructorDescriptor.FACTORY);
+        fc.add(AInt16DefaultNullConstructorDescriptor.FACTORY);
         fc.add(AInt32ConstructorDescriptor.FACTORY);
+        fc.add(AInt32DefaultNullConstructorDescriptor.FACTORY);
         fc.add(AInt64ConstructorDescriptor.FACTORY);
+        fc.add(AInt64DefaultNullConstructorDescriptor.FACTORY);
         fc.add(AFloatConstructorDescriptor.FACTORY);
+        fc.add(AFloatDefaultNullConstructorDescriptor.FACTORY);
         fc.add(ADoubleConstructorDescriptor.FACTORY);
+        fc.add(ADoubleDefaultNullConstructorDescriptor.FACTORY);
         fc.add(APointConstructorDescriptor.FACTORY);
         fc.add(APoint3DConstructorDescriptor.FACTORY);
         fc.add(ALineConstructorDescriptor.FACTORY);
@@ -1052,12 +1128,25 @@
         fc.add(ACircleConstructorDescriptor.FACTORY);
         fc.add(ARectangleConstructorDescriptor.FACTORY);
         fc.add(ATimeConstructorDescriptor.FACTORY);
+        fc.add(ATimeDefaultNullConstructorDescriptor.FACTORY);
+        fc.add(ATimeConstructorWithFormatDescriptor.FACTORY);
+        fc.add(ATimeDefaultNullConstructorWithFormatDescriptor.FACTORY);
         fc.add(ADateConstructorDescriptor.FACTORY);
+        fc.add(ADateDefaultNullConstructorDescriptor.FACTORY);
+        fc.add(ADateConstructorWithFormatDescriptor.FACTORY);
+        fc.add(ADateDefaultNullConstructorWithFormatDescriptor.FACTORY);
         fc.add(ADateTimeConstructorDescriptor.FACTORY);
+        fc.add(ADateTimeDefaultNullConstructorDescriptor.FACTORY);
+        fc.add(ADateTimeConstructorWithFormatDescriptor.FACTORY);
+        fc.add(ADateTimeDefaultNullConstructorWithFormatDescriptor.FACTORY);
         fc.add(ADurationConstructorDescriptor.FACTORY);
+        fc.add(ADurationDefaultNullConstructorDescriptor.FACTORY);
         fc.add(AYearMonthDurationConstructorDescriptor.FACTORY);
+        fc.add(AYearMonthDurationDefaultNullConstructorDescriptor.FACTORY);
         fc.add(ADayTimeDurationConstructorDescriptor.FACTORY);
+        fc.add(ADayTimeDurationDefaultNullConstructorDescriptor.FACTORY);
         fc.add(AUUIDFromStringConstructorDescriptor.FACTORY);
+        fc.add(AUUIDFromStringDefaultNullConstructorDescriptor.FACTORY);
         fc.add(AIntervalConstructorDescriptor.FACTORY);
         fc.add(AIntervalStartFromDateConstructorDescriptor.FACTORY);
         fc.add(AIntervalStartFromDateTimeConstructorDescriptor.FACTORY);
@@ -1078,10 +1167,12 @@
         fc.add(CircleRadiusAccessor.FACTORY);
         fc.add(CircleCenterAccessor.FACTORY);
         fc.add(LineRectanglePolygonAccessor.FACTORY);
+        fc.add(ReferenceTileDescriptor.FACTORY);
+        fc.add(GetIntersectionDescriptor.FACTORY);
 
         // full-text function
-        fc.add(FullTextContainsDescriptor.FACTORY);
-        fc.add(FullTextContainsWithoutOptionDescriptor.FACTORY);
+        fc.add(FullTextContainsFunctionDescriptor.FACTORY);
+        fc.add(FullTextContainsWithoutOptionFunctionDescriptor.FACTORY);
 
         // Record functions.
         fc.add(GetRecordFieldsDescriptor.FACTORY);
@@ -1123,13 +1214,17 @@
         fc.add(UnixTimeFromDateInDaysDescriptor.FACTORY);
         fc.add(UnixTimeFromTimeInMsDescriptor.FACTORY);
         fc.add(UnixTimeFromDatetimeInMsDescriptor.FACTORY);
+        fc.add(UnixTimeFromDatetimeInMsWithTzDescriptor.FACTORY);
         fc.add(UnixTimeFromDatetimeInSecsDescriptor.FACTORY);
+        fc.add(UnixTimeFromDatetimeInSecsWithTzDescriptor.FACTORY);
         fc.add(DateFromUnixTimeInDaysDescriptor.FACTORY);
         fc.add(DateFromDatetimeDescriptor.FACTORY);
         fc.add(TimeFromUnixTimeInMsDescriptor.FACTORY);
         fc.add(TimeFromDatetimeDescriptor.FACTORY);
         fc.add(DatetimeFromUnixTimeInMsDescriptor.FACTORY);
+        fc.add(DatetimeFromUnixTimeInMsWithTzDescriptor.FACTORY);
         fc.add(DatetimeFromUnixTimeInSecsDescriptor.FACTORY);
+        fc.add(DatetimeFromUnixTimeInSecsWithTzDescriptor.FACTORY);
         fc.add(DatetimeFromDateAndTimeDescriptor.FACTORY);
         fc.add(CalendarDurationFromDateTimeDescriptor.FACTORY);
         fc.add(CalendarDurationFromDateDescriptor.FACTORY);
@@ -1162,6 +1257,11 @@
         fc.add(IntervalBinDescriptor.FACTORY);
         fc.add(OverlapBinsDescriptor.FACTORY);
         fc.add(DayOfWeekDescriptor.FACTORY);
+        fc.add(DayOfWeek2Descriptor.FACTORY);
+        fc.add(DayOfYearDescriptor.FACTORY);
+        fc.add(QuarterOfYearDescriptor.FACTORY);
+        fc.add(WeekOfYearDescriptor.FACTORY);
+        fc.add(WeekOfYear2Descriptor.FACTORY);
         fc.add(ParseDateDescriptor.FACTORY);
         fc.add(ParseTimeDescriptor.FACTORY);
         fc.add(ParseDateTimeDescriptor.FACTORY);
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionTypeInferers.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionTypeInferers.java
index 2af4de5..bc763bd 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionTypeInferers.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/functions/FunctionTypeInferers.java
@@ -23,6 +23,8 @@
 import java.util.List;
 
 import org.apache.asterix.common.config.CompilerProperties;
+import org.apache.asterix.common.exceptions.CompilationException;
+import org.apache.asterix.common.exceptions.ErrorCode;
 import org.apache.asterix.om.base.AOrderedList;
 import org.apache.asterix.om.base.AString;
 import org.apache.asterix.om.constants.AsterixConstantValue;
@@ -34,6 +36,7 @@
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.AUnionType;
+import org.apache.asterix.om.types.AbstractCollectionType;
 import org.apache.asterix.om.types.IAType;
 import org.apache.asterix.om.utils.ConstantExpressionUtil;
 import org.apache.asterix.om.utils.RecordUtil;
@@ -118,8 +121,15 @@
         public void infer(ILogicalExpression expr, IFunctionDescriptor fd, IVariableTypeEnvironment context,
                 CompilerProperties compilerProps) throws AlgebricksException {
             AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
-            IAType rt = TypeCastUtils.getRequiredType(funcExpr);
-            IAType it = (IAType) context.getType(funcExpr.getArguments().get(0).getValue());
+            IAType reqType = TypeCastUtils.getRequiredType(funcExpr);
+            IAType inputType = (IAType) context.getType(funcExpr.getArguments().get(0).getValue());
+            // If reqType or inputType is null it indicates there is a bug in the compiler.
+            if (reqType == null || inputType == null) {
+                throw new CompilationException(ErrorCode.COMPILATION_ERROR, expr.getSourceLocation(),
+                        "Invalid types for casting, required type " + reqType + ", input type " + inputType);
+            }
+            IAType rt = TypeComputeUtils.getActualType(reqType);
+            IAType it = TypeComputeUtils.getActualType(inputType);
             fd.setImmutableStates(rt, it);
         }
     }
@@ -306,14 +316,44 @@
             List<Mutable<ILogicalExpression>> args = f.getArguments();
             int n = args.size();
             ARecordType[] argRecordTypes = new ARecordType[n];
-            for (int i = 0; i < n; i++) {
-                IAType argType = (IAType) context.getType(args.get(i).getValue());
-                IAType t = TypeComputeUtils.getActualType(argType);
-                if (t.getTypeTag() == ATypeTag.OBJECT) {
-                    argRecordTypes[i] = (ARecordType) t;
+            ARecordType listItemRecordType = null;
+            if (n == 1) {
+                // check and handle if it's the single argument list case
+                IAType t = getExprActualType(args.get(0).getValue(), context);
+                if (t.getTypeTag().isListType()) {
+                    listItemRecordType = getListItemRecordType(t);
+                } else if (t.getTypeTag() == ATypeTag.OBJECT) {
+                    argRecordTypes[0] = (ARecordType) t;
+                }
+            } else {
+                for (int i = 0; i < n; i++) {
+                    IAType t = getExprActualType(args.get(i).getValue(), context);
+                    if (t.getTypeTag() == ATypeTag.OBJECT) {
+                        argRecordTypes[i] = (ARecordType) t;
+                    }
                 }
             }
-            fd.setImmutableStates((Object[]) argRecordTypes);
+            fd.setImmutableStates(argRecordTypes, listItemRecordType);
+        }
+
+        private static IAType getExprActualType(ILogicalExpression expr, IVariableTypeEnvironment ctx)
+                throws AlgebricksException {
+            return TypeComputeUtils.getActualType((IAType) ctx.getType(expr));
+        }
+
+        private static ARecordType getListItemRecordType(IAType listType) {
+            IAType itemType = ((AbstractCollectionType) listType).getItemType();
+            return itemType.getTypeTag() == ATypeTag.OBJECT ? (ARecordType) itemType : null;
+        }
+    }
+
+    public static final class FullTextContainsTypeInferer implements IFunctionTypeInferer {
+        @Override
+        public void infer(ILogicalExpression expr, IFunctionDescriptor fd, IVariableTypeEnvironment context,
+                CompilerProperties compilerProps) throws AlgebricksException {
+            AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+            // get the full-text config evaluator from the expr which is set in FullTextContainsParameterCheckAndSetRule
+            fd.setImmutableStates(funcExpr.getOpaqueParameters()[0]);
         }
     }
 
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMPrimaryUpsertOperatorNodePushable.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMPrimaryUpsertOperatorNodePushable.java
index 8e0de5f..1e7f4b7 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMPrimaryUpsertOperatorNodePushable.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMPrimaryUpsertOperatorNodePushable.java
@@ -30,7 +30,7 @@
 import org.apache.asterix.common.exceptions.ACIDException;
 import org.apache.asterix.common.transactions.ILogMarkerCallback;
 import org.apache.asterix.common.transactions.PrimaryIndexLogMarkerCallback;
-import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.base.AInt8;
 import org.apache.asterix.om.pointables.nonvisitor.ARecordPointable;
 import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
@@ -80,6 +80,9 @@
 
 public class LSMPrimaryUpsertOperatorNodePushable extends LSMIndexInsertUpdateDeleteOperatorNodePushable {
 
+    public static final AInt8 UPSERT_NEW = new AInt8((byte) 0);
+    public static final AInt8 UPSERT_EXISTING = new AInt8((byte) 1);
+    public static final AInt8 DELETE_EXISTING = new AInt8((byte) 2);
     private static final Logger LOGGER = LogManager.getLogger();
     private static final ThreadLocal<DateFormat> DATE_FORMAT =
             ThreadLocal.withInitial(() -> new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSS"));
@@ -172,21 +175,22 @@
                             if (cursor.hasNext()) {
                                 cursor.next();
                                 prevTuple = cursor.getTuple();
-                                appendUpsertIndicator(!isDelete);
+                                appendOperationIndicator(!isDelete, true);
                                 appendFilterToPrevTuple();
                                 appendPrevRecord();
                                 appendPreviousMeta();
                                 appendFilterToOutput();
                             } else {
-                                appendUpsertIndicator(!isDelete);
+                                appendOperationIndicator(!isDelete, false);
                                 appendPreviousTupleAsMissing();
                             }
                         } finally {
                             cursor.close(); // end the search
                         }
                     } else {
+                        // simple upsert into a non-filtered dataset having no secondary indexes
                         searchCallback.before(key); // lock
-                        appendUpsertIndicator(!isDelete);
+                        appendOperationIndicator(true, false);
                         appendPreviousTupleAsMissing();
                     }
                     beforeModification(tuple);
@@ -353,8 +357,17 @@
         }
     }
 
-    protected void appendUpsertIndicator(boolean isUpsert) throws IOException {
-        recordDesc.getFields()[0].serialize(isUpsert ? ABoolean.TRUE : ABoolean.FALSE, dos);
+    @SuppressWarnings("unchecked") // using serializer
+    protected void appendOperationIndicator(boolean isUpsert, boolean prevTupleExists) throws IOException {
+        if (isUpsert) {
+            if (prevTupleExists) {
+                recordDesc.getFields()[0].serialize(UPSERT_EXISTING, dos);
+            } else {
+                recordDesc.getFields()[0].serialize(UPSERT_NEW, dos);
+            }
+        } else {
+            recordDesc.getFields()[0].serialize(DELETE_EXISTING, dos);
+        }
         tb.addFieldEndOffset();
     }
 
@@ -446,7 +459,7 @@
             if (tracer.isEnabled(traceCategory) && lastRecordInTimeStamp > 0 && indexHelper != null
                     && indexHelper.getIndexInstance() != null) {
                 tracer.instant("UpsertClose", traceCategory, Scope.t,
-                        "{\"last-record-in\":\"" + DATE_FORMAT.get().format(new Date(lastRecordInTimeStamp))
+                        () -> "{\"last-record-in\":\"" + DATE_FORMAT.get().format(new Date(lastRecordInTimeStamp))
                                 + "\", \"index\":" + indexHelper.getIndexInstance().toString() + "}");
             }
         } catch (Throwable traceFailure) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorNodePushable.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorNodePushable.java
index c5e8a53..f09df2e 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorNodePushable.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorNodePushable.java
@@ -82,6 +82,8 @@
     private DataOutput dos;
     private final IMissingWriter missingWriter;
     private DeletedTupleCounter deletedTupleCounter;
+    private final boolean excludeUnknownKeys;
+    private final boolean forAnyUnknownKey;
 
     public static class DeletedTupleCounter extends AbstractStateObject {
         private final Map<Integer, Integer> map = new HashMap<>();
@@ -102,12 +104,14 @@
 
     public LSMSecondaryIndexCreationTupleProcessorNodePushable(IHyracksTaskContext ctx, int partition,
             RecordDescriptor inputRecDesc, IMissingWriterFactory missingWriterFactory, int numTagFields,
-            int numSecondaryKeys, int numPrimaryKeys, boolean hasBuddyBTree) throws HyracksDataException {
+            int numSecondaryKeys, int numPrimaryKeys, boolean hasBuddyBTree, boolean excludeUnknownKeys,
+            boolean forAnyUnknownKey) throws HyracksDataException {
 
         super(ctx, partition, inputRecDesc, numTagFields, numSecondaryKeys, numPrimaryKeys, hasBuddyBTree);
 
         this.prevMatterTupleBuilder = new ArrayTupleBuilder(inputRecDesc.getFieldCount());
-
+        this.excludeUnknownKeys = excludeUnknownKeys;
+        this.forAnyUnknownKey = forAnyUnknownKey;
         if (this.hasBuddyBTree) {
             missingWriter = missingWriterFactory.createMissingWriter();
         } else {
@@ -192,16 +196,16 @@
 
     private void processMatterTuple(ITupleReference tuple) throws HyracksDataException {
 
-        boolean isNewValueMissing = isSecondaryKeyMissing(tuple);
-        boolean isOldValueMissing = !hasPrevMatterTuple || !equalPrimaryKeys(tuple, prevMatterTuple)
-                || isSecondaryKeyMissing(prevMatterTuple);
+        boolean skipNewValue = skipTuple(tuple);
+        boolean skipOldValue =
+                !hasPrevMatterTuple || !equalPrimaryKeys(tuple, prevMatterTuple) || skipTuple(prevMatterTuple);
 
-        if (isNewValueMissing && isOldValueMissing) {
+        if (skipNewValue && skipOldValue) {
             // if both values are missing, then do nothing
             return;
         }
         // At least one is not null
-        if (!isOldValueMissing && equalSecondaryKeys(prevMatterTuple, tuple)) {
+        if (!skipOldValue && equalSecondaryKeys(prevMatterTuple, tuple)) {
             if (hasBuddyBTree) {
                 // if the index has buddy btree, then we have to delete the index entry
                 // from the older disk components
@@ -211,11 +215,11 @@
             writeMatterTuple(tuple);
             return;
         }
-        if (!isOldValueMissing) {
+        if (!skipOldValue) {
             // we need to delete the previous entry
             writeAntiMatterTuple(prevMatterTuple, getComponentPos(tuple));
         }
-        if (!isNewValueMissing) {
+        if (!skipNewValue) {
             // we need to insert the new entry
             writeMatterTuple(tuple);
         }
@@ -223,10 +227,10 @@
     }
 
     private void processAntiMatterTuple(ITupleReference tuple) throws HyracksDataException {
-        boolean isNewValueMissing = isSecondaryKeyMissing(tuple);
+        boolean skipNewValue = skipTuple(tuple);
         // if the secondary value is missing (which means the secondary value of the previous matter tuple
         // is also missing), we then simply ignore this tuple since there is nothing to delete
-        if (!isNewValueMissing) {
+        if (!skipNewValue) {
             writeAntiMatterTuple(tuple, getComponentPos(tuple));
         }
     }
@@ -264,7 +268,12 @@
         FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
     }
 
-    private boolean isSecondaryKeyMissing(ITupleReference tuple) {
+    private boolean skipTuple(ITupleReference tuple) {
+        return excludeUnknownKeys
+                && (forAnyUnknownKey ? isAnySecondaryKeyMissing(tuple) : isAllSecondaryKeysMissing(tuple));
+    }
+
+    private boolean isAnySecondaryKeyMissing(ITupleReference tuple) {
         for (int i = numTagFields; i < numTagFields + numSecondaryKeys; i++) {
             if (TypeTagUtil.isType(tuple, i, ATypeTag.SERIALIZED_MISSING_TYPE_TAG)
                     || TypeTagUtil.isType(tuple, i, ATypeTag.SERIALIZED_NULL_TYPE_TAG)) {
@@ -274,6 +283,16 @@
         return false;
     }
 
+    private boolean isAllSecondaryKeysMissing(ITupleReference tuple) {
+        for (int i = numTagFields; i < numTagFields + numSecondaryKeys; i++) {
+            if (!TypeTagUtil.isType(tuple, i, ATypeTag.SERIALIZED_MISSING_TYPE_TAG)
+                    && !TypeTagUtil.isType(tuple, i, ATypeTag.SERIALIZED_NULL_TYPE_TAG)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
     private boolean equalPrimaryKeys(ITupleReference tuple1, ITupleReference tuple2) {
         for (int i = numTagFields + numSecondaryKeys; i < numTagFields + numPrimaryKeys + numSecondaryKeys; i++) {
             if (!TupleUtils.equalFields(tuple1, tuple2, i)) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor.java
index 68e7603..f788d23 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor.java
@@ -31,7 +31,7 @@
 public class LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor
         extends AbstractSingleActivityOperatorDescriptor {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
 
     private final IMissingWriterFactory missingWriterFactory;
 
@@ -40,10 +40,13 @@
     private final int numPrimaryKeys;
 
     private final boolean hasBuddyBTree;
+    private final boolean excludeUnknownKeys;
+    private final boolean forAnyUnknownKey;
 
     public LSMSecondaryIndexCreationTupleProcessorOperatorDescriptor(IOperatorDescriptorRegistry spec,
             RecordDescriptor outRecDesc, IMissingWriterFactory missingWriterFactory, int numTagFields,
-            int numSecondaryKeys, int numPrimaryKeys, boolean hasBuddyBTree) {
+            int numSecondaryKeys, int numPrimaryKeys, boolean hasBuddyBTree, boolean excludeUnknownKeys,
+            boolean forAnyUnknownKey) {
         super(spec, 1, 1);
         this.outRecDescs[0] = outRecDesc;
         this.missingWriterFactory = missingWriterFactory;
@@ -51,6 +54,8 @@
         this.numSecondaryKeys = numSecondaryKeys;
         this.numPrimaryKeys = numPrimaryKeys;
         this.hasBuddyBTree = hasBuddyBTree;
+        this.excludeUnknownKeys = excludeUnknownKeys;
+        this.forAnyUnknownKey = forAnyUnknownKey;
     }
 
     @Override
@@ -58,6 +63,6 @@
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
         return new LSMSecondaryIndexCreationTupleProcessorNodePushable(ctx, partition,
                 recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), missingWriterFactory, numTagFields,
-                numSecondaryKeys, numPrimaryKeys, hasBuddyBTree);
+                numSecondaryKeys, numPrimaryKeys, hasBuddyBTree, excludeUnknownKeys, forAnyUnknownKey);
     }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor.java
new file mode 100644
index 0000000..ae03be2
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.LSMTreeIndexInsertUpdateDeleteOperatorDescriptor;
+
+public class LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor
+        extends LSMTreeIndexInsertUpdateDeleteOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+    private final List<AlgebricksPipeline> secondaryKeysPipeline;
+
+    public LSMSecondaryInsertDeleteWithNestedPlanOperatorDescriptor(JobSpecification spec, RecordDescriptor outRecDesc,
+            int[] fieldPermutation, IndexOperation op, IIndexDataflowHelperFactory indexHelperFactory,
+            IModificationOperationCallbackFactory modCallbackFactory, List<AlgebricksPipeline> secondaryKeysPipeline) {
+        super(spec, outRecDesc, indexHelperFactory, fieldPermutation, op, modCallbackFactory, null);
+        this.secondaryKeysPipeline = secondaryKeysPipeline;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+        return new LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable(ctx, partition, fieldPermutation,
+                inputRecDesc, op, indexHelperFactory, modCallbackFactory, secondaryKeysPipeline);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable.java
new file mode 100644
index 0000000..5712991
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable.java
@@ -0,0 +1,185 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.meta.PipelineAssembler;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory.NestedTupleSourceRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.LSMIndexInsertUpdateDeleteOperatorNodePushable;
+
+public class LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable
+        extends LSMIndexInsertUpdateDeleteOperatorNodePushable {
+    private final NestedTupleSourceRuntime[] startOfPipelines;
+    private final int numberOfPrimaryKeyAndFilterFields;
+
+    public LSMSecondaryInsertDeleteWithNestedPlanOperatorNodePushable(IHyracksTaskContext ctx, int partition,
+            int[] fieldPermutation, RecordDescriptor inputRecDesc, IndexOperation op,
+            IIndexDataflowHelperFactory indexHelperFactory, IModificationOperationCallbackFactory modCallbackFactory,
+            List<AlgebricksPipeline> secondaryKeysPipeline) throws HyracksDataException {
+        super(ctx, partition, indexHelperFactory, fieldPermutation, inputRecDesc, op, modCallbackFactory, null);
+        this.numberOfPrimaryKeyAndFilterFields = fieldPermutation.length;
+
+        // Build our pipeline.
+        startOfPipelines = new NestedTupleSourceRuntime[secondaryKeysPipeline.size()];
+        PipelineAssembler[] pipelineAssemblers = new PipelineAssembler[secondaryKeysPipeline.size()];
+        for (int p = 0; p < secondaryKeysPipeline.size(); p++) {
+            AlgebricksPipeline pipeline = secondaryKeysPipeline.get(p);
+            RecordDescriptor lastRecordDescriptorInPipeline =
+                    pipeline.getRecordDescriptors()[pipeline.getRecordDescriptors().length - 1];
+
+            IFrameWriter outputWriter;
+            if (p == 0) {
+                // Primary pipeline (the first). Here we append the PK, filters to the final variable.
+                outputWriter = new IndexTupleInsertDelete(lastRecordDescriptorInPipeline);
+
+            } else {
+                IPushRuntime outputPushRuntime = PipelineAssembler.linkPipeline(pipeline, pipelineAssemblers, p);
+                if (outputPushRuntime == null) {
+                    throw new RuntimeDataException(ErrorCode.ILLEGAL_STATE, "Invalid pipeline.");
+                }
+                outputPushRuntime.setInputRecordDescriptor(0, lastRecordDescriptorInPipeline);
+                outputWriter = outputPushRuntime;
+            }
+
+            PipelineAssembler pipelineAssembler =
+                    new PipelineAssembler(pipeline, 1, 1, inputRecDesc, lastRecordDescriptorInPipeline);
+            startOfPipelines[p] = (NestedTupleSourceRuntime) pipelineAssembler.assemblePipeline(outputWriter, ctx);
+            pipelineAssemblers[p] = pipelineAssembler;
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            // Pass the input to our pipeline. The last operator in this pipeline will pass all of the tuples
+            // to our LSM accessor.
+            tuple.reset(accessor, i);
+
+            for (NestedTupleSourceRuntime nts : startOfPipelines) {
+                nts.writeTuple(buffer, i);
+            }
+
+            int n = 0;
+            try {
+                for (; n < startOfPipelines.length; n++) {
+                    NestedTupleSourceRuntime nts = startOfPipelines[n];
+                    try {
+                        nts.open();
+                    } catch (Exception e) {
+                        nts.fail();
+                        throw e;
+                    }
+                }
+            } finally {
+                for (int j = n - 1; j >= 0; j--) {
+                    startOfPipelines[j].close();
+                }
+            }
+        }
+
+        // No partial flushing was necessary. Forward entire frame.
+        writeBuffer.ensureFrameSize(buffer.capacity());
+        FrameUtils.copyAndFlip(buffer, writeBuffer.getBuffer());
+        FrameUtils.flushFrame(writeBuffer.getBuffer(), writer);
+    }
+
+    private class IndexTupleInsertDelete implements IFrameWriter {
+        private final RecordDescriptor inputRecordDescriptor;
+        private FrameTupleAccessor endOfPipelineTupleAccessor;
+        private FrameTupleReference endOfPipelineTupleReference;
+        private ConcatenatingTupleReference endTupleReference;
+
+        private IndexTupleInsertDelete(RecordDescriptor recordDescriptor) {
+            this.inputRecordDescriptor = recordDescriptor;
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            endTupleReference = new ConcatenatingTupleReference(2);
+            endOfPipelineTupleAccessor = new FrameTupleAccessor(inputRecordDescriptor);
+            endOfPipelineTupleReference = new FrameTupleReference();
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            ILSMIndexAccessor workingLSMAccessor = (ILSMIndexAccessor) indexAccessor;
+
+            endOfPipelineTupleAccessor.reset(buffer);
+            int nTuple = endOfPipelineTupleAccessor.getTupleCount();
+            for (int t = 0; t < nTuple; t++) {
+                endOfPipelineTupleReference.reset(endOfPipelineTupleAccessor, t);
+                endTupleReference.reset();
+
+                // Add the secondary keys.
+                endTupleReference.addTuple(endOfPipelineTupleReference);
+
+                // Add the primary keys and filter fields.
+                endTupleReference.addTuple(tuple);
+
+                // Pass the tuple to our accessor. There are only two operations: insert or delete.
+                if (op.equals(IndexOperation.INSERT)) {
+                    try {
+                        workingLSMAccessor.forceInsert(endTupleReference);
+                    } catch (HyracksDataException e) {
+                        if (!e.matches(org.apache.hyracks.api.exceptions.ErrorCode.DUPLICATE_KEY)) {
+                            throw e;
+                        }
+                    }
+
+                } else {
+                    try {
+                        workingLSMAccessor.forceDelete(endTupleReference);
+                    } catch (HyracksDataException e) {
+                        if (!e.matches(org.apache.hyracks.api.exceptions.ErrorCode.UPDATE_OR_DELETE_NON_EXISTENT_KEY)) {
+                            throw e;
+                        }
+                    }
+                }
+            }
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorDescriptor.java
index df658b6..9de0827 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorDescriptor.java
@@ -19,7 +19,7 @@
 package org.apache.asterix.runtime.operators;
 
 import org.apache.asterix.common.dataflow.LSMTreeInsertDeleteOperatorDescriptor;
-import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
 import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
@@ -33,21 +33,23 @@
 
 public class LSMSecondaryUpsertOperatorDescriptor extends LSMTreeInsertDeleteOperatorDescriptor {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 3L;
     private final int[] prevValuePermutation;
-    private final int upsertIndiatorFieldIndex;
-    private final IBinaryBooleanInspectorFactory upsertIndicatorInspectorFactory;
+    protected final int operationFieldIndex;
+    protected final IBinaryIntegerInspectorFactory operationInspectorFactory;
+    private final ITupleFilterFactory prevTupleFilterFactory;
 
     public LSMSecondaryUpsertOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor outRecDesc,
             int[] fieldPermutation, IIndexDataflowHelperFactory indexHelperFactory,
-            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackFactory,
-            int upsertIndicatorFieldIndex, IBinaryBooleanInspectorFactory upsertIndicatorInspectorFactory,
-            int[] prevValuePermutation) {
+            ITupleFilterFactory tupleFilterFactory, ITupleFilterFactory prevTupleFilterFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory, int operationFieldIndex,
+            IBinaryIntegerInspectorFactory operationInspectorFactory, int[] prevValuePermutation) {
         super(spec, outRecDesc, fieldPermutation, IndexOperation.UPSERT, indexHelperFactory, tupleFilterFactory, false,
                 modificationOpCallbackFactory);
         this.prevValuePermutation = prevValuePermutation;
-        this.upsertIndiatorFieldIndex = upsertIndicatorFieldIndex;
-        this.upsertIndicatorInspectorFactory = upsertIndicatorInspectorFactory;
+        this.operationFieldIndex = operationFieldIndex;
+        this.operationInspectorFactory = operationInspectorFactory;
+        this.prevTupleFilterFactory = prevTupleFilterFactory;
     }
 
     @Override
@@ -55,7 +57,7 @@
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
         RecordDescriptor intputRecDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
         return new LSMSecondaryUpsertOperatorNodePushable(ctx, partition, indexHelperFactory, modCallbackFactory,
-                tupleFilterFactory, fieldPermutation, intputRecDesc, upsertIndiatorFieldIndex,
-                upsertIndicatorInspectorFactory, prevValuePermutation);
+                tupleFilterFactory, prevTupleFilterFactory, fieldPermutation, intputRecDesc, operationFieldIndex,
+                operationInspectorFactory, prevValuePermutation);
     }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorNodePushable.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorNodePushable.java
index 35ae904..955d5aa 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorNodePushable.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertOperatorNodePushable.java
@@ -19,14 +19,13 @@
 package org.apache.asterix.runtime.operators;
 
 import java.nio.ByteBuffer;
-import java.util.Arrays;
 
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.TypeTagUtil;
 import org.apache.asterix.transaction.management.opcallbacks.AbstractIndexModificationOperationCallback;
 import org.apache.asterix.transaction.management.opcallbacks.AbstractIndexModificationOperationCallback.Operation;
-import org.apache.hyracks.algebricks.data.IBinaryBooleanInspector;
-import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspector;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -35,6 +34,7 @@
 import org.apache.hyracks.dataflow.common.data.accessors.PermutingFrameTupleReference;
 import org.apache.hyracks.dataflow.common.utils.TupleUtils;
 import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilter;
 import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
 import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
@@ -48,37 +48,37 @@
  * -If old secondary index tuple == new secondary index tuple
  * --do nothing
  * -else
- * --If any old field is null/missing?
- * ---do nothing
- * --else
- * ---delete old secondary index tuple
- * --If any new field is null/missing?
- * ---do nothing
- * --else
- * ---insert new secondary index tuple
+ * --perform the operation based on the operation kind
  */
 public class LSMSecondaryUpsertOperatorNodePushable extends LSMIndexInsertUpdateDeleteOperatorNodePushable {
 
-    private final PermutingFrameTupleReference prevValueTuple = new PermutingFrameTupleReference();
-    private final int upsertIndicatorFieldIndex;
-    private final IBinaryBooleanInspector upsertIndicatorInspector;
+    protected static final int UPSERT_NEW = LSMPrimaryUpsertOperatorNodePushable.UPSERT_NEW.getByteValue();
+    protected static final int UPSERT_EXISTING = LSMPrimaryUpsertOperatorNodePushable.UPSERT_EXISTING.getByteValue();
+    protected static final int DELETE_EXISTING = LSMPrimaryUpsertOperatorNodePushable.DELETE_EXISTING.getByteValue();
+
+    private final PermutingFrameTupleReference prevTuple = new PermutingFrameTupleReference();
     private final int numberOfFields;
-    private AbstractIndexModificationOperationCallback abstractModCallback;
-    private final boolean isPrimaryKeyIndex;
+    private final ITupleFilterFactory prevTupleFilterFactory;
+    private ITupleFilter prevTupleFilter;
+
+    protected final int operationFieldIndex;
+    protected final IBinaryIntegerInspector operationInspector;
+    protected AbstractIndexModificationOperationCallback abstractModCallback;
 
     public LSMSecondaryUpsertOperatorNodePushable(IHyracksTaskContext ctx, int partition,
             IIndexDataflowHelperFactory indexHelperFactory, IModificationOperationCallbackFactory modCallbackFactory,
-            ITupleFilterFactory tupleFilterFactory, int[] fieldPermutation, RecordDescriptor inputRecDesc,
-            int upsertIndicatorFieldIndex, IBinaryBooleanInspectorFactory upsertIndicatorInspectorFactory,
-            int[] prevValuePermutation) throws HyracksDataException {
+            ITupleFilterFactory tupleFilterFactory, ITupleFilterFactory prevTupleFilterFactory, int[] fieldPermutation,
+            RecordDescriptor inputRecDesc, int operationFieldIndex,
+            IBinaryIntegerInspectorFactory operationInspectorFactory, int[] prevTuplePermutation)
+            throws HyracksDataException {
         super(ctx, partition, indexHelperFactory, fieldPermutation, inputRecDesc, IndexOperation.UPSERT,
                 modCallbackFactory, tupleFilterFactory);
-        this.prevValueTuple.setFieldPermutation(prevValuePermutation);
-        this.upsertIndicatorFieldIndex = upsertIndicatorFieldIndex;
-        this.upsertIndicatorInspector = upsertIndicatorInspectorFactory.createBinaryBooleanInspector(ctx);
-        this.numberOfFields = prevValuePermutation.length;
-        // a primary key index only has primary keys, and thus these two permutations are the same
-        this.isPrimaryKeyIndex = Arrays.equals(fieldPermutation, prevValuePermutation);
+        this.prevTuple.setFieldPermutation(prevTuplePermutation);
+        this.operationFieldIndex = operationFieldIndex;
+        this.operationInspector = operationInspectorFactory.createBinaryIntegerInspector(ctx);
+        this.numberOfFields = fieldPermutation.length;
+        this.prevTupleFilterFactory = prevTupleFilterFactory;
+
     }
 
     @Override
@@ -86,6 +86,9 @@
         super.open();
         frameTuple = new FrameTupleReference();
         abstractModCallback = (AbstractIndexModificationOperationCallback) modCallback;
+        if (prevTupleFilterFactory != null) {
+            prevTupleFilter = prevTupleFilterFactory.createTupleFilter(ctx);
+        }
     }
 
     @Override
@@ -93,39 +96,37 @@
         accessor.reset(buffer);
         ILSMIndexAccessor lsmAccessor = (ILSMIndexAccessor) indexAccessor;
         int tupleCount = accessor.getTupleCount();
+        boolean tupleFilterIsNull = tupleFilter == null;
+        boolean prevTupleFilterIsNull = prevTupleFilter == null;
         for (int i = 0; i < tupleCount; i++) {
             try {
                 frameTuple.reset(accessor, i);
-                boolean isUpsert =
-                        upsertIndicatorInspector.getBooleanValue(frameTuple.getFieldData(upsertIndicatorFieldIndex),
-                                frameTuple.getFieldStart(upsertIndicatorFieldIndex),
-                                frameTuple.getFieldLength(upsertIndicatorFieldIndex));
-                // if both previous value and new value are null, then we skip
+                int operation = operationInspector.getIntegerValue(frameTuple.getFieldData(operationFieldIndex),
+                        frameTuple.getFieldStart(operationFieldIndex), frameTuple.getFieldLength(operationFieldIndex));
                 tuple.reset(accessor, i);
-                prevValueTuple.reset(accessor, i);
+                prevTuple.reset(accessor, i);
 
-                boolean newTupleHasNullOrMissing = hasNullOrMissing(tuple);
-                boolean oldTupleHasNullOrMissing = hasNullOrMissing(prevValueTuple);
-                if (newTupleHasNullOrMissing && oldTupleHasNullOrMissing) {
-                    // No op
-                    continue;
-                }
-                // At least, one is not null
-                if (!isPrimaryKeyIndex && TupleUtils.equalTuples(tuple, prevValueTuple, numberOfFields)) {
-                    // For a secondary index, if the secondary key values do not change, we can skip upserting it.
-                    // However, for a primary key index, we cannot do this because it only contains primary keys
-                    // which are always the same
-                    continue;
-                }
-                // if all old fields are known values, then delete. skip deleting if any is null or missing
-                if (!oldTupleHasNullOrMissing) {
-                    abstractModCallback.setOp(Operation.DELETE);
-                    lsmAccessor.forceDelete(prevValueTuple);
-                }
-                // if all new fields are known values, then insert. skip inserting if any is null or missing
-                if (isUpsert && !newTupleHasNullOrMissing) {
-                    abstractModCallback.setOp(Operation.INSERT);
-                    lsmAccessor.forceInsert(tuple);
+                if (operation == UPSERT_NEW) {
+                    if (tupleFilterIsNull || tupleFilter.accept(frameTuple)) {
+                        abstractModCallback.setOp(Operation.INSERT);
+                        lsmAccessor.forceInsert(tuple);
+                    }
+                } else if (operation == UPSERT_EXISTING) {
+                    if (!TupleUtils.equalTuples(tuple, prevTuple, numberOfFields)) {
+                        if (prevTupleFilterIsNull || prevTupleFilter.accept(frameTuple)) {
+                            abstractModCallback.setOp(Operation.DELETE);
+                            lsmAccessor.forceDelete(prevTuple);
+                        }
+                        if (tupleFilterIsNull || tupleFilter.accept(frameTuple)) {
+                            abstractModCallback.setOp(Operation.INSERT);
+                            lsmAccessor.forceInsert(tuple);
+                        }
+                    }
+                } else if (operation == DELETE_EXISTING) {
+                    if (prevTupleFilterIsNull || prevTupleFilter.accept(frameTuple)) {
+                        abstractModCallback.setOp(Operation.DELETE);
+                        lsmAccessor.forceDelete(prevTuple);
+                    }
                 }
             } catch (Exception e) {
                 throw HyracksDataException.create(e);
@@ -137,7 +138,12 @@
         FrameUtils.flushFrame(writeBuffer.getBuffer(), writer);
     }
 
-    private boolean hasNullOrMissing(PermutingFrameTupleReference tuple) {
+    private static boolean isNullOrMissing(FrameTupleReference tuple, int fieldIdx) {
+        return TypeTagUtil.isType(tuple, fieldIdx, ATypeTag.SERIALIZED_NULL_TYPE_TAG)
+                || TypeTagUtil.isType(tuple, fieldIdx, ATypeTag.SERIALIZED_MISSING_TYPE_TAG);
+    }
+
+    protected static boolean hasNullOrMissing(FrameTupleReference tuple) {
         int fieldCount = tuple.getFieldCount();
         for (int i = 0; i < fieldCount; i++) {
             if (isNullOrMissing(tuple, i)) {
@@ -146,9 +152,4 @@
         }
         return false;
     }
-
-    private static boolean isNullOrMissing(PermutingFrameTupleReference tuple, int fieldIdx) {
-        return TypeTagUtil.isType(tuple, fieldIdx, ATypeTag.SERIALIZED_NULL_TYPE_TAG)
-                || TypeTagUtil.isType(tuple, fieldIdx, ATypeTag.SERIALIZED_MISSING_TYPE_TAG);
-    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorDescriptor.java
new file mode 100644
index 0000000..41bd0fb
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorDescriptor.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+
+public class LSMSecondaryUpsertWithNestedPlanOperatorDescriptor extends LSMSecondaryUpsertOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final List<AlgebricksPipeline> secondaryKeysPipeline;
+    private final List<AlgebricksPipeline> prevSecondaryKeysPipeline;
+
+    public LSMSecondaryUpsertWithNestedPlanOperatorDescriptor(JobSpecification spec, RecordDescriptor outRecDesc,
+            int[] fieldPermutation, IIndexDataflowHelperFactory indexHelperFactory,
+            IModificationOperationCallbackFactory modCallbackFactory, int operationFieldIndex,
+            IBinaryIntegerInspectorFactory operationInspectorFactory, List<AlgebricksPipeline> secondaryKeysPipeline,
+            List<AlgebricksPipeline> prevSecondaryKeysPipeline) {
+        super(spec, outRecDesc, fieldPermutation, indexHelperFactory, null, null, modCallbackFactory,
+                operationFieldIndex, operationInspectorFactory, null);
+        this.secondaryKeysPipeline = secondaryKeysPipeline;
+        this.prevSecondaryKeysPipeline = prevSecondaryKeysPipeline;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+        return new LSMSecondaryUpsertWithNestedPlanOperatorNodePushable(ctx, partition, indexHelperFactory,
+                modCallbackFactory, fieldPermutation, inputRecDesc, operationFieldIndex, operationInspectorFactory,
+                secondaryKeysPipeline, prevSecondaryKeysPipeline);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorNodePushable.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorNodePushable.java
new file mode 100644
index 0000000..08fd566
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/LSMSecondaryUpsertWithNestedPlanOperatorNodePushable.java
@@ -0,0 +1,215 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.common.exceptions.RuntimeDataException;
+import org.apache.asterix.transaction.management.opcallbacks.AbstractIndexModificationOperationCallback;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.meta.PipelineAssembler;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory.NestedTupleSourceRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+
+public class LSMSecondaryUpsertWithNestedPlanOperatorNodePushable extends LSMSecondaryUpsertOperatorNodePushable {
+    private final NestedTupleSourceRuntime[] startOfNewKeyPipelines;
+    private final NestedTupleSourceRuntime[] startOfPrevKeyPipelines;
+    private final int numberOfPrimaryKeyAndFilterFields;
+
+    public LSMSecondaryUpsertWithNestedPlanOperatorNodePushable(IHyracksTaskContext ctx, int partition,
+            IIndexDataflowHelperFactory indexHelperFactory, IModificationOperationCallbackFactory modCallbackFactory,
+            int[] fieldPermutation, RecordDescriptor inputRecDesc, int operationFieldIndex,
+            IBinaryIntegerInspectorFactory operationInspectorFactory, List<AlgebricksPipeline> secondaryKeysPipeline,
+            List<AlgebricksPipeline> prevSecondaryKeysPipeline) throws HyracksDataException {
+        super(ctx, partition, indexHelperFactory, modCallbackFactory, null, null, fieldPermutation, inputRecDesc,
+                operationFieldIndex, operationInspectorFactory, null);
+        this.numberOfPrimaryKeyAndFilterFields = fieldPermutation.length;
+        this.startOfNewKeyPipelines = buildStartOfPipelines(secondaryKeysPipeline, inputRecDesc, false);
+        this.startOfPrevKeyPipelines = buildStartOfPipelines(prevSecondaryKeysPipeline, inputRecDesc, true);
+    }
+
+    private NestedTupleSourceRuntime[] buildStartOfPipelines(List<AlgebricksPipeline> pipelines,
+            RecordDescriptor inputRecordDescriptor, boolean isPrev) throws HyracksDataException {
+        NestedTupleSourceRuntime[] resultant = new NestedTupleSourceRuntime[pipelines.size()];
+        PipelineAssembler[] pipelineAssemblers = new PipelineAssembler[pipelines.size()];
+        for (int p = 0; p < pipelines.size(); p++) {
+            AlgebricksPipeline pipeline = pipelines.get(p);
+            RecordDescriptor lastRecordDescriptorInPipeline =
+                    pipeline.getRecordDescriptors()[pipeline.getRecordDescriptors().length - 1];
+
+            IFrameWriter outputWriter;
+            if (p == 0) {
+                // Primary pipeline (the first). Here we perform the insert / delete.
+                outputWriter = new IndexTupleUnconditionalOperation(lastRecordDescriptorInPipeline, !isPrev);
+
+            } else {
+                IPushRuntime outputPushRuntime = PipelineAssembler.linkPipeline(pipeline, pipelineAssemblers, p);
+                if (outputPushRuntime == null) {
+                    throw new RuntimeDataException(ErrorCode.ILLEGAL_STATE, "No output runtime factories found.");
+                }
+                outputPushRuntime.setInputRecordDescriptor(0, lastRecordDescriptorInPipeline);
+                outputWriter = outputPushRuntime;
+            }
+
+            PipelineAssembler pipelineAssembler =
+                    new PipelineAssembler(pipeline, 1, 1, inputRecordDescriptor, lastRecordDescriptorInPipeline);
+            resultant[p] = (NestedTupleSourceRuntime) pipelineAssembler.assemblePipeline(outputWriter, ctx);
+            pipelineAssemblers[p] = pipelineAssembler;
+        }
+
+        return resultant;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        super.open();
+        frameTuple = new FrameTupleReference();
+        abstractModCallback = (AbstractIndexModificationOperationCallback) modCallback;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            tuple.reset(accessor, i);
+
+            // Delete all of our old keys.
+            writeTupleToPipelineStarts(buffer, i, startOfPrevKeyPipelines);
+
+            // Insert all of our new keys, if the PIDX operation was also an UPSERT (and not just a DELETE).
+            frameTuple.reset(accessor, i);
+            int operation = operationInspector.getIntegerValue(frameTuple.getFieldData(operationFieldIndex),
+                    frameTuple.getFieldStart(operationFieldIndex), frameTuple.getFieldLength(operationFieldIndex));
+            if (operation == UPSERT_NEW || operation == UPSERT_EXISTING) {
+                writeTupleToPipelineStarts(buffer, i, startOfNewKeyPipelines);
+            }
+        }
+
+        // No partial flushing was necessary. Forward entire frame.
+        writeBuffer.ensureFrameSize(buffer.capacity());
+        FrameUtils.copyAndFlip(buffer, writeBuffer.getBuffer());
+        FrameUtils.flushFrame(writeBuffer.getBuffer(), writer);
+    }
+
+    private void writeTupleToPipelineStarts(ByteBuffer buffer, int tupleIndex,
+            NestedTupleSourceRuntime[] pipelineStarts) throws HyracksDataException {
+        for (NestedTupleSourceRuntime nts : pipelineStarts) {
+            nts.writeTuple(buffer, tupleIndex);
+        }
+
+        int n = 0;
+        try {
+            for (; n < pipelineStarts.length; n++) {
+                NestedTupleSourceRuntime nts = pipelineStarts[n];
+                try {
+                    nts.open();
+                } catch (Exception e) {
+                    nts.fail();
+                    throw e;
+                }
+            }
+        } finally {
+            for (int j = n - 1; j >= 0; j--) {
+                pipelineStarts[j].close();
+            }
+        }
+    }
+
+    private class IndexTupleUnconditionalOperation implements IFrameWriter {
+        private final RecordDescriptor inputRecordDescriptor;
+        private final boolean isInsert; // If this is not an insert, then our operation is delete.
+
+        private FrameTupleAccessor endOfPipelineTupleAccessor;
+        private FrameTupleReference endOfPipelineTupleReference;
+        private ConcatenatingTupleReference endTupleReference;
+
+        private IndexTupleUnconditionalOperation(RecordDescriptor recordDescriptor, boolean isInsert) {
+            this.inputRecordDescriptor = recordDescriptor;
+            this.isInsert = isInsert;
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            endTupleReference = new ConcatenatingTupleReference(2);
+            endOfPipelineTupleAccessor = new FrameTupleAccessor(inputRecordDescriptor);
+            endOfPipelineTupleReference = new FrameTupleReference();
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            ILSMIndexAccessor workingLSMAccessor = (ILSMIndexAccessor) indexAccessor;
+
+            endOfPipelineTupleAccessor.reset(buffer);
+            int nTuple = endOfPipelineTupleAccessor.getTupleCount();
+            for (int t = 0; t < nTuple; t++) {
+                endOfPipelineTupleReference.reset(endOfPipelineTupleAccessor, t);
+
+                // Do not perform operations w/ null or missing values (same behavior as atomic upserts).
+                if (hasNullOrMissing(endOfPipelineTupleReference)) {
+                    continue;
+                }
+
+                // Add the secondary keys.
+                endTupleReference.reset();
+                endTupleReference.addTuple(endOfPipelineTupleReference);
+
+                // Add the primary keys and filter fields.
+                endTupleReference.addTuple(tuple);
+
+                // Finally, pass the tuple to our accessor. There are only two operations: insert or delete.
+                if (this.isInsert) {
+                    abstractModCallback.setOp(AbstractIndexModificationOperationCallback.Operation.INSERT);
+                    try {
+                        workingLSMAccessor.forceInsert(endTupleReference);
+                    } catch (HyracksDataException e) {
+                        if (!e.matches(org.apache.hyracks.api.exceptions.ErrorCode.DUPLICATE_KEY)) {
+                            throw e;
+                        }
+                    }
+                } else {
+                    abstractModCallback.setOp(AbstractIndexModificationOperationCallback.Operation.DELETE);
+                    workingLSMAccessor.forceDelete(endTupleReference);
+                }
+            }
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/interval/IntervalMergeJoinOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/interval/IntervalMergeJoinOperatorDescriptor.java
index 0417ee0..fdcee13 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/interval/IntervalMergeJoinOperatorDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/interval/IntervalMergeJoinOperatorDescriptor.java
@@ -99,8 +99,8 @@
         @Override
         public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
                 IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
-            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(nljAid, 0);
-            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(nljAid, 0);
+            final RecordDescriptor buildRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
 
             return new AbstractUnaryInputSinkOperatorNodePushable() {
                 private JoinCacheTaskState state;
@@ -112,7 +112,8 @@
 
                     IIntervalJoinUtil imjc = imjcf.createIntervalMergeJoinUtil(buildKey, probeKey, ctx, nPartitions);
 
-                    state.joiner = new IntervalMergeJoiner(ctx, memoryForJoin, imjc, buildKey, probeKey, rd0, rd1);
+                    state.joiner =
+                            new IntervalMergeJoiner(ctx, memoryForJoin, imjc, buildKey, probeKey, buildRd, probeRd);
                 }
 
                 @Override
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/PlaneSweepJoinOperatorDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/PlaneSweepJoinOperatorDescriptor.java
new file mode 100644
index 0000000..cf44aa9
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/PlaneSweepJoinOperatorDescriptor.java
@@ -0,0 +1,179 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial;
+
+import java.nio.ByteBuffer;
+
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtil;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtilFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+
+public class PlaneSweepJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private static final int JOIN_BUILD_ACTIVITY_ID = 0;
+    private static final int JOIN_PROBE_ACTIVITY_ID = 1;
+    private final int[] buildKeys;
+    private final int[] probeKeys;
+    private final int memoryForJoin;
+    private final ISpatialJoinUtilFactory imjcf;
+
+    public PlaneSweepJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int memoryForJoin, int[] buildKeys,
+            int[] probeKeys, RecordDescriptor recordDescriptor, ISpatialJoinUtilFactory imjcf) {
+        super(spec, 2, 1);
+        outRecDescs[0] = recordDescriptor;
+        this.buildKeys = buildKeys;
+        this.probeKeys = probeKeys;
+        this.memoryForJoin = memoryForJoin;
+        this.imjcf = imjcf;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId buildAid = new ActivityId(odId, JOIN_BUILD_ACTIVITY_ID);
+        ActivityId probeAid = new ActivityId(odId, JOIN_PROBE_ACTIVITY_ID);
+
+        IActivity probeAN = new JoinProbeActivityNode(probeAid);
+        IActivity buildAN = new JoinBuildActivityNode(buildAid, probeAid);
+
+        builder.addActivity(this, buildAN);
+        builder.addSourceEdge(0, buildAN, 0);
+
+        builder.addActivity(this, probeAN);
+        builder.addSourceEdge(1, probeAN, 0);
+        builder.addTargetEdge(0, probeAN, 0);
+        builder.addBlockingEdge(buildAN, probeAN);
+    }
+
+    public static class JoinCacheTaskState extends AbstractStateObject {
+        private SpatialJoiner joiner;
+
+        private JoinCacheTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+    }
+
+    private class JoinBuildActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId nljAid;
+
+        public JoinBuildActivityNode(ActivityId id, ActivityId nljAid) {
+            super(id);
+            this.nljAid = nljAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(nljAid, 0);
+            final RecordDescriptor buildRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+
+            return new AbstractUnaryInputSinkOperatorNodePushable() {
+                private JoinCacheTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new JoinCacheTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+
+                    ISpatialJoinUtil imjc = imjcf.createSpatialJoinUtil(buildKeys, probeKeys, ctx, nPartitions);
+
+                    state.joiner = new SpatialJoiner(ctx, memoryForJoin, imjc, buildKeys, probeKeys, buildRd, probeRd);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    ByteBuffer copyBuffer = ctx.allocateFrame(buffer.capacity());
+                    FrameUtils.copyAndFlip(buffer, copyBuffer);
+                    state.joiner.processBuildFrame(copyBuffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.joiner.processBuildClose();
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() {
+                    // No variables to update.
+                }
+            };
+        }
+    }
+
+    private class JoinProbeActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public JoinProbeActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            return new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private JoinCacheTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    writer.open();
+                    state = (JoinCacheTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), JOIN_BUILD_ACTIVITY_ID), partition));
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.joiner.processProbeFrame(buffer, writer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    try {
+                        state.joiner.processProbeClose(writer);
+                    } finally {
+                        writer.close();
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+            };
+        }
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/SpatialJoiner.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/SpatialJoiner.java
new file mode 100644
index 0000000..aaac216
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/SpatialJoiner.java
@@ -0,0 +1,228 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial;
+
+import java.nio.ByteBuffer;
+import java.util.LinkedList;
+
+import org.apache.asterix.runtime.operators.joins.interval.utils.memory.FrameTupleCursor;
+import org.apache.asterix.runtime.operators.joins.interval.utils.memory.RunFilePointer;
+import org.apache.asterix.runtime.operators.joins.interval.utils.memory.RunFileStream;
+import org.apache.asterix.runtime.operators.joins.interval.utils.memory.TuplePointerCursor;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtil;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.memory.SpatialSideTuple;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.buffermanager.DeallocatableFramePool;
+import org.apache.hyracks.dataflow.std.buffermanager.IDeallocatableFramePool;
+import org.apache.hyracks.dataflow.std.buffermanager.IDeletableTupleBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableDeletableTupleMemoryManager;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public class SpatialJoiner {
+    private final IDeallocatableFramePool framePool;
+    private final IDeletableTupleBufferManager bufferManager;
+    private final TuplePointerCursor memoryCursor;
+    private final LinkedList<TuplePointer> memoryBuffer = new LinkedList<>();
+
+    private final RunFileStream runFileStream;
+    private final RunFilePointer runFilePointer;
+
+    private SpatialSideTuple memoryTuple;
+    private SpatialSideTuple[] inputTuple;
+    private TuplePointer tp;
+
+    private final ISpatialJoinUtil mjc;
+
+    protected static final int JOIN_PARTITIONS = 2;
+    protected static final int BUILD_PARTITION = 0;
+    protected static final int PROBE_PARTITION = 1;
+
+    protected final IFrame[] inputBuffer;
+    protected final FrameTupleAppender resultAppender;
+    protected final FrameTupleCursor[] inputCursor;
+
+    public SpatialJoiner(IHyracksTaskContext ctx, int memorySize, ISpatialJoinUtil mjc, int[] buildKeys,
+            int[] probeKeys, RecordDescriptor buildRd, RecordDescriptor probeRd) throws HyracksDataException {
+        this.mjc = mjc;
+
+        // Memory (probe buffer)
+        if (memorySize < 5) {
+            throw new RuntimeException(
+                    "SpatialJoiner does not have enough memory (needs > 4, got " + memorySize + ").");
+        }
+
+        inputCursor = new FrameTupleCursor[JOIN_PARTITIONS];
+        inputCursor[BUILD_PARTITION] = new FrameTupleCursor(buildRd);
+        inputCursor[PROBE_PARTITION] = new FrameTupleCursor(probeRd);
+
+        inputBuffer = new IFrame[JOIN_PARTITIONS];
+        inputBuffer[BUILD_PARTITION] = new VSizeFrame(ctx);
+        inputBuffer[PROBE_PARTITION] = new VSizeFrame(ctx);
+
+        //Two frames are used for the runfile stream, and one frame for each input (2 outputs).
+        framePool = new DeallocatableFramePool(ctx, (memorySize - 4) * ctx.getInitialFrameSize());
+        bufferManager = new VariableDeletableTupleMemoryManager(framePool, probeRd);
+        memoryCursor = new TuplePointerCursor(bufferManager.createTuplePointerAccessor());
+
+        // Run File and frame cache (build buffer)
+        runFileStream = new RunFileStream(ctx, "sj-build");
+        runFilePointer = new RunFilePointer();
+        runFileStream.createRunFileWriting();
+        runFileStream.startRunFileWriting();
+
+        memoryTuple = new SpatialSideTuple(mjc, memoryCursor, probeKeys);
+
+        inputTuple = new SpatialSideTuple[JOIN_PARTITIONS];
+        inputTuple[PROBE_PARTITION] = new SpatialSideTuple(mjc, inputCursor[PROBE_PARTITION], probeKeys);
+        inputTuple[BUILD_PARTITION] = new SpatialSideTuple(mjc, inputCursor[BUILD_PARTITION], buildKeys);
+
+        // Result
+        this.resultAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+    }
+
+    public void processBuildFrame(ByteBuffer buffer) throws HyracksDataException {
+        inputCursor[BUILD_PARTITION].reset(buffer);
+        for (int x = 0; x < inputCursor[BUILD_PARTITION].getAccessor().getTupleCount(); x++) {
+            runFileStream.addToRunFile(inputCursor[BUILD_PARTITION].getAccessor(), x);
+        }
+    }
+
+    public void processBuildClose() throws HyracksDataException {
+        runFileStream.flushRunFile();
+        runFileStream.startReadingRunFile(inputCursor[BUILD_PARTITION]);
+    }
+
+    public void processProbeFrame(ByteBuffer buffer, IFrameWriter writer) throws HyracksDataException {
+        inputCursor[PROBE_PARTITION].reset(buffer);
+        while (buildHasNext() && inputCursor[PROBE_PARTITION].hasNext()) {
+            if (inputCursor[PROBE_PARTITION].hasNext() && mjc.checkToLoadNextProbeTuple(
+                    inputCursor[BUILD_PARTITION].getAccessor(), inputCursor[BUILD_PARTITION].getTupleId() + 1,
+                    inputCursor[PROBE_PARTITION].getAccessor(), inputCursor[PROBE_PARTITION].getTupleId() + 1)) {
+                // Process probe side from stream
+                inputCursor[PROBE_PARTITION].next();
+                processProbeTuple(writer);
+            } else {
+                // Process build side from runfile
+                inputCursor[BUILD_PARTITION].next();
+                processBuildTuple(writer);
+            }
+        }
+    }
+
+    public void processProbeClose(IFrameWriter writer) throws HyracksDataException {
+        while (buildHasNext() && memoryHasTuples()) {
+            // Process build side from runfile
+            inputCursor[BUILD_PARTITION].next();
+            processBuildTuple(writer);
+        }
+        resultAppender.write(writer, true);
+        runFileStream.close();
+        runFileStream.removeRunFile();
+    }
+
+    private boolean buildHasNext() throws HyracksDataException {
+        if (!inputCursor[BUILD_PARTITION].hasNext()) {
+            // Must keep condition in a separate `if` due to actions applied in loadNextBuffer.
+            return runFileStream.loadNextBuffer(inputCursor[BUILD_PARTITION]);
+        } else {
+            return true;
+        }
+    }
+
+    private void processBuildTuple(IFrameWriter writer) throws HyracksDataException {
+        // Check against memory
+        if (memoryHasTuples()) {
+            memoryCursor.reset(memoryBuffer.iterator());
+            while (memoryCursor.hasNext()) {
+                memoryCursor.next();
+                if (inputTuple[BUILD_PARTITION].removeFromMemory(memoryTuple)) {
+                    // remove from memory
+                    bufferManager.deleteTuple(memoryCursor.getTuplePointer());
+                    memoryCursor.remove();
+                    continue;
+                } else if (inputTuple[BUILD_PARTITION].checkForEarlyExit(memoryTuple)) {
+                    // No more possible comparisons
+                    break;
+                } else if (inputTuple[BUILD_PARTITION].compareJoin(memoryTuple)) {
+                    // add to result
+                    addToResult(inputCursor[BUILD_PARTITION].getAccessor(), inputCursor[BUILD_PARTITION].getTupleId(),
+                            memoryCursor.getAccessor(), memoryCursor.getTupleId(), writer);
+                }
+            }
+        }
+    }
+
+    private void processProbeTuple(IFrameWriter writer) throws HyracksDataException {
+        // append to memory
+        // BUILD Cursor is guaranteed to have next
+        if (mjc.checkToSaveInMemory(inputCursor[BUILD_PARTITION].getAccessor(),
+                inputCursor[BUILD_PARTITION].getTupleId() + 1, inputCursor[PROBE_PARTITION].getAccessor(),
+                inputCursor[PROBE_PARTITION].getTupleId())) {
+            if (!addToMemory(inputCursor[PROBE_PARTITION].getAccessor(), inputCursor[PROBE_PARTITION].getTupleId())) {
+                unfreezeAndClearMemory(writer);
+                if (!addToMemory(inputCursor[PROBE_PARTITION].getAccessor(),
+                        inputCursor[PROBE_PARTITION].getTupleId())) {
+                    throw new RuntimeException("Should Never get called.");
+                }
+            }
+        }
+    }
+
+    private void unfreezeAndClearMemory(IFrameWriter writer) throws HyracksDataException {
+        runFilePointer.reset(runFileStream.getReadPointer(), inputCursor[BUILD_PARTITION].getTupleId());
+        while (buildHasNext() && memoryHasTuples()) {
+            // Process build side from runfile
+            inputCursor[BUILD_PARTITION].next();
+            processBuildTuple(writer);
+        }
+        // Clear memory
+        memoryBuffer.clear();
+        bufferManager.reset();
+        // Start reading
+        runFileStream.startReadingRunFile(inputCursor[BUILD_PARTITION], runFilePointer.getFileOffset());
+        inputCursor[BUILD_PARTITION].resetPosition(runFilePointer.getTupleIndex());
+    }
+
+    private boolean addToMemory(IFrameTupleAccessor accessor, int tupleId) throws HyracksDataException {
+        tp = new TuplePointer();
+        if (bufferManager.insertTuple(accessor, tupleId, tp)) {
+            memoryBuffer.add(tp);
+            return true;
+        }
+        return false;
+    }
+
+    private void addToResult(IFrameTupleAccessor buildAccessor, int buildTupleId, IFrameTupleAccessor probeAccessor,
+            int probeTupleId, IFrameWriter writer) throws HyracksDataException {
+        FrameUtils.appendConcatToWriter(writer, resultAppender, buildAccessor, buildTupleId, probeAccessor,
+                probeTupleId);
+    }
+
+    private boolean memoryHasTuples() {
+        return bufferManager.getNumTuples() > 0;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtil.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtil.java
new file mode 100644
index 0000000..7c18480
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtil.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils;
+
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISpatialJoinUtil {
+
+    /**
+     * Check to see if the right tuple should be added to memory during the merge join.
+     * The memory is used to check the right tuple with the remaining left tuples.
+     * The check is true if the next left tuple could still match with this right tuple.
+     *
+     * @param buildAccessor
+     * @param probeAccessor
+     * @return boolean
+     * @throws HyracksDataException
+     */
+    boolean checkToSaveInMemory(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException;
+
+    /**
+     * Check to see if the right tuple should be removed from memory during the merge join.
+     * The memory is used to check the right tuple with the remaining left tuples.
+     * The check is true if the next left tuple is NOT able match with this right tuple.
+     *
+     * @param buildAccessor
+     * @param probeAccessor
+     * @return boolean
+     * @throws HyracksDataException
+     */
+    boolean checkToRemoveInMemory(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException;
+
+    /**
+     * Check to see if tuples match join condition
+     * The check is true if they match.
+     *
+     * @param buildAccessor
+     * @param buildTupleIndex
+     * @param probeAccessor
+     * @param probeTupleIndex
+     * @return boolean
+     * @throws HyracksDataException
+     */
+    boolean checkToSaveInResult(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException;
+
+    /**
+     * Check to see if the spatial object matches the join condition.
+     * The check is true if it matches.
+     *
+     * @param rectBuild
+     * @param rectProbe
+     * @return boolean
+     */
+    boolean compareRectangle(ARectangle rectBuild, ARectangle rectProbe);
+
+    /**
+     * Check to see if the left tuple should stop checking for matches.
+     * The check is true if there can be no more matches
+     *
+     * @param buildAccessor
+     * @param probeAccessor
+     * @return boolean
+     * @throws HyracksDataException
+     */
+    boolean checkForEarlyExit(IFrameTupleAccessor buildAccessor, int buildTupleIndex, IFrameTupleAccessor probeAccessor,
+            int probeTupleIndex) throws HyracksDataException;
+
+    /**
+     * Check if next tuple should be loaded into memory.
+     * The check is true if there are more tuples
+     *
+     * @param buildAccessor
+     * @param probeAccessor
+     * @return boolean
+     * @throws HyracksDataException
+     */
+    boolean checkToLoadNextProbeTuple(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException;
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtilFactory.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtilFactory.java
new file mode 100644
index 0000000..0ad911a
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/ISpatialJoinUtilFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISpatialJoinUtilFactory extends Serializable {
+
+    ISpatialJoinUtil createSpatialJoinUtil(int[] buildKey, int[] probeKey, IHyracksTaskContext ctx, int nPartitions)
+            throws HyracksDataException;
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtil.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtil.java
new file mode 100644
index 0000000..8ef8a85
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtil.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils;
+
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.asterix.runtime.evaluators.common.SpatialUtils;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.memory.SpatialJoinUtil;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntersectSpatialJoinUtil implements ISpatialJoinUtil {
+
+    protected final int[] idBuild;
+    protected final int[] idProbe;
+
+    public IntersectSpatialJoinUtil(int[] idBuild, int[] idProbe) {
+        this.idBuild = idBuild;
+        this.idProbe = idProbe;
+    }
+
+    /**
+     * Right (second argument) interval starts before left (first argument) interval ends.
+     */
+    @Override
+    public boolean checkToSaveInMemory(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException {
+        int buildTileId = SpatialJoinUtil.getTileId(buildAccessor, buildTupleIndex, idBuild[0]);
+        int probeTileId = SpatialJoinUtil.getTileId(probeAccessor, probeTupleIndex, idProbe[0]);
+        double buildXmin = SpatialJoinUtil.getRectangleXmin(buildAccessor, buildTupleIndex, idBuild[1]);
+        double probeXmax = SpatialJoinUtil.getRectangleXmax(probeAccessor, probeTupleIndex, idProbe[1]);
+
+        if (buildTileId == probeTileId) {
+            return buildXmin < probeXmax;
+        } else {
+            return false;
+        }
+    }
+
+    /**
+     * Left (first argument) interval starts after the Right (second argument) interval ends.
+     */
+    @Override
+    public boolean checkToRemoveInMemory(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException {
+        int buildTileId = SpatialJoinUtil.getTileId(buildAccessor, buildTupleIndex, idBuild[0]);
+        int probeTileId = SpatialJoinUtil.getTileId(probeAccessor, probeTupleIndex, idProbe[0]);
+        double buildXmin = SpatialJoinUtil.getRectangleXmin(buildAccessor, buildTupleIndex, idBuild[1]);
+        double probeXmax = SpatialJoinUtil.getRectangleXmax(probeAccessor, probeTupleIndex, idProbe[1]);
+
+        if (buildTileId != probeTileId) {
+            return true;
+        } else {
+            return buildXmin >= probeXmax;
+        }
+    }
+
+    @Override
+    public boolean checkToSaveInResult(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException {
+        int buildTileId = SpatialJoinUtil.getTileId(buildAccessor, buildTupleIndex, idBuild[0]);
+        int probeTileId = SpatialJoinUtil.getTileId(probeAccessor, probeTupleIndex, idProbe[0]);
+        ARectangle rectBuild = SpatialJoinUtil.getRectangle(buildAccessor, buildTupleIndex, idBuild[1]);
+        ARectangle rectProbe = SpatialJoinUtil.getRectangle(probeAccessor, probeTupleIndex, idProbe[1]);
+
+        if (buildTileId == probeTileId) {
+            return compareRectangle(rectBuild, rectProbe);
+        } else {
+            return false;
+        }
+    }
+
+    /**
+     * Right (second argument) rectangle starts before left (first argument) rectangle ends.
+     */
+    @Override
+    public boolean checkForEarlyExit(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException {
+        int buildTileId = SpatialJoinUtil.getTileId(buildAccessor, buildTupleIndex, idBuild[0]);
+        int probeTileId = SpatialJoinUtil.getTileId(probeAccessor, probeTupleIndex, idProbe[0]);
+        double probeXmin = SpatialJoinUtil.getRectangleXmin(probeAccessor, probeTupleIndex, idProbe[1]);
+        double buildXmax = SpatialJoinUtil.getRectangleXmax(buildAccessor, buildTupleIndex, idBuild[1]);
+
+        if (buildTileId != probeTileId) {
+            return true;
+        } else {
+            return buildXmax < probeXmin;
+        }
+    }
+
+    @Override
+    public boolean compareRectangle(ARectangle rectBuild, ARectangle rectProbe) {
+        return SpatialUtils.intersects(rectBuild, rectProbe);
+    }
+
+    @Override
+    public boolean checkToLoadNextProbeTuple(IFrameTupleAccessor buildAccessor, int buildTupleIndex,
+            IFrameTupleAccessor probeAccessor, int probeTupleIndex) throws HyracksDataException {
+        int buildTileId = SpatialJoinUtil.getTileId(buildAccessor, buildTupleIndex, idBuild[0]);
+        int probeTileId = SpatialJoinUtil.getTileId(probeAccessor, probeTupleIndex, idProbe[0]);
+        double probeXmin = SpatialJoinUtil.getRectangleXmin(probeAccessor, probeTupleIndex, idProbe[1]);
+        double buildXmax = SpatialJoinUtil.getRectangleXmax(buildAccessor, buildTupleIndex, idBuild[1]);
+
+        if (buildTileId == probeTileId) {
+            return buildXmax > probeXmin;
+        }
+        return buildTileId >= probeTileId;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtilFactory.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtilFactory.java
new file mode 100644
index 0000000..02a79d4
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/IntersectSpatialJoinUtilFactory.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntersectSpatialJoinUtilFactory implements ISpatialJoinUtilFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ISpatialJoinUtil createSpatialJoinUtil(int[] buildKeys, int[] probeKeys, IHyracksTaskContext ctx,
+            int nPartitions) throws HyracksDataException {
+        return new IntersectSpatialJoinUtil(buildKeys, probeKeys);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialJoinUtil.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialJoinUtil.java
new file mode 100644
index 0000000..f8c2619
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialJoinUtil.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils.memory;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.AInt32SerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.asterix.om.base.APoint;
+import org.apache.asterix.om.base.ARectangle;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SpatialJoinUtil {
+
+    private SpatialJoinUtil() {
+    }
+
+    public static ARectangle getRectangle(IFrameTupleAccessor accessor, int tupleId, int fieldId)
+            throws HyracksDataException {
+        int start = getFieldOffset(accessor, tupleId, fieldId);
+        double xmin = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+        double ymin = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+        double xmax = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+        double ymax = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+        return new ARectangle(new APoint(xmin, ymin), new APoint(xmax, ymax));
+    }
+
+    public static int getTileId(IFrameTupleAccessor accessor, int tupleId, int fieldId) {
+        int start = getFieldOffset(accessor, tupleId, fieldId);
+        int tileId = AInt32SerializerDeserializer.getInt(accessor.getBuffer().array(), start);
+        return tileId;
+    }
+
+    public static double getRectangleXmin(IFrameTupleAccessor accessor, int tupleId, int fieldId)
+            throws HyracksDataException {
+        int start = getFieldOffset(accessor, tupleId, fieldId);
+        double xmin = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+        return xmin;
+    }
+
+    public static double getRectangleXmax(IFrameTupleAccessor accessor, int tupleId, int fieldId)
+            throws HyracksDataException {
+        int start = getFieldOffset(accessor, tupleId, fieldId);
+        double xmax = ADoubleSerializerDeserializer.getDouble(accessor.getBuffer().array(),
+                start + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+        return xmax;
+    }
+
+    public static int getFieldOffset(IFrameTupleAccessor accessor, int tupleId, int fieldId) {
+        return getFieldOffsetWithTag(accessor, tupleId, fieldId) + 1;
+    }
+
+    public static int getFieldOffsetWithTag(IFrameTupleAccessor accessor, int tupleId, int fieldId) {
+        int start = accessor.getTupleStartOffset(tupleId) + accessor.getFieldSlotsLength()
+                + accessor.getFieldStartOffset(tupleId, fieldId);
+        return start;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialSideTuple.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialSideTuple.java
new file mode 100644
index 0000000..db84749
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/operators/joins/spatial/utils/memory/SpatialSideTuple.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.operators.joins.spatial.utils.memory;
+
+import org.apache.asterix.runtime.operators.joins.interval.utils.memory.ITupleCursor;
+import org.apache.asterix.runtime.operators.joins.spatial.utils.ISpatialJoinUtil;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SpatialSideTuple {
+    // Tuple access
+    int[] fieldId;
+    ITupleCursor cursor;
+
+    // Join details
+    final ISpatialJoinUtil imjc;
+
+    public SpatialSideTuple(ISpatialJoinUtil imjc, ITupleCursor cursor, int[] fieldId) {
+        this.imjc = imjc;
+        this.cursor = cursor;
+        this.fieldId = fieldId;
+    }
+
+    public int getTupleIndex() {
+        return cursor.getTupleId();
+    }
+
+    public ITupleCursor getCursor() {
+        return cursor;
+    }
+
+    public boolean compareJoin(SpatialSideTuple ist) throws HyracksDataException {
+        return imjc.checkToSaveInResult(cursor.getAccessor(), cursor.getTupleId(), ist.cursor.getAccessor(),
+                ist.cursor.getTupleId());
+    }
+
+    public boolean removeFromMemory(SpatialSideTuple ist) throws HyracksDataException {
+        return imjc.checkToRemoveInMemory(cursor.getAccessor(), cursor.getTupleId(), ist.cursor.getAccessor(),
+                ist.cursor.getTupleId());
+    }
+
+    public boolean checkForEarlyExit(SpatialSideTuple ist) throws HyracksDataException {
+        return imjc.checkForEarlyExit(cursor.getAccessor(), cursor.getTupleId(), ist.cursor.getAccessor(),
+                ist.cursor.getTupleId());
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/DataProjectionInfo.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/DataProjectionInfo.java
new file mode 100644
index 0000000..de402ec
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/DataProjectionInfo.java
@@ -0,0 +1,159 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.projection;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Objects;
+
+import org.apache.asterix.om.types.ARecordType;
+import org.apache.asterix.om.types.IAType;
+import org.apache.asterix.om.types.visitor.SimpleStringBuilderForIATypeVisitor;
+import org.apache.commons.lang3.SerializationUtils;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IProjectionInfo;
+
+public class DataProjectionInfo implements IProjectionInfo<ARecordType> {
+    //Default open record type when requesting the entire fields
+    public static final ARecordType ALL_FIELDS_TYPE = createType("");
+    //Default open record type when requesting none of the fields
+    public static final ARecordType EMPTY_TYPE = createType("{}");
+
+    private final ARecordType root;
+    private final Map<String, FunctionCallInformation> functionCallInfoMap;
+
+    public DataProjectionInfo(ARecordType root, Map<String, FunctionCallInformation> sourceInformationMap) {
+        this.root = root;
+        this.functionCallInfoMap = sourceInformationMap;
+    }
+
+    private DataProjectionInfo(DataProjectionInfo other) {
+        if (other.root == ALL_FIELDS_TYPE) {
+            root = ALL_FIELDS_TYPE;
+        } else if (other.root == EMPTY_TYPE) {
+            root = EMPTY_TYPE;
+        } else {
+            root = other.root.deepCopy(other.root);
+        }
+        functionCallInfoMap = new HashMap<>(other.functionCallInfoMap);
+    }
+
+    @Override
+    public ARecordType getProjectionInfo() {
+        return root;
+    }
+
+    @Override
+    public DataProjectionInfo createCopy() {
+        return new DataProjectionInfo(this);
+    }
+
+    public Map<String, FunctionCallInformation> getFunctionCallInfoMap() {
+        return functionCallInfoMap;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) {
+            return true;
+        }
+        if (o == null || getClass() != o.getClass()) {
+            return false;
+        }
+        DataProjectionInfo otherInfo = (DataProjectionInfo) o;
+        return root.deepEqual(otherInfo.root) && Objects.equals(functionCallInfoMap, otherInfo.functionCallInfoMap);
+    }
+
+    @Override
+    public String toString() {
+        if (root == ALL_FIELDS_TYPE || root == EMPTY_TYPE) {
+            //Return the type name if all fields or empty types
+            return root.getTypeName();
+        }
+        //Return a oneliner JSON like representation for the requested fields
+        StringBuilder builder = new StringBuilder();
+        SimpleStringBuilderForIATypeVisitor visitor = new SimpleStringBuilderForIATypeVisitor();
+        root.accept(visitor, builder);
+        return builder.toString();
+    }
+
+    /**
+     * Serialize expected record type
+     *
+     * @param expectedRecordType expected record type
+     * @param output             data output
+     */
+    public static void writeTypeField(ARecordType expectedRecordType, DataOutput output) throws IOException {
+        byte[] recordTypeBytes = SerializationUtils.serialize(expectedRecordType);
+        output.writeInt(recordTypeBytes.length);
+        output.write(recordTypeBytes);
+    }
+
+    /**
+     * Deserialize expected record type
+     *
+     * @param input data input
+     * @return deserialized expected record type
+     */
+    public static ARecordType createTypeField(DataInput input) throws IOException {
+        int length = input.readInt();
+        byte[] recordTypeBytes = new byte[length];
+        input.readFully(recordTypeBytes, 0, length);
+        return SerializationUtils.deserialize(recordTypeBytes);
+    }
+
+    /**
+     * Serialize function call information map
+     *
+     * @param functionCallInfoMap function information map
+     * @param output              data output
+     */
+    public static void writeFunctionCallInformationMapField(Map<String, FunctionCallInformation> functionCallInfoMap,
+            DataOutput output) throws IOException {
+        output.writeInt(functionCallInfoMap.size());
+        for (Map.Entry<String, FunctionCallInformation> info : functionCallInfoMap.entrySet()) {
+            output.writeUTF(info.getKey());
+            info.getValue().writeFields(output);
+        }
+    }
+
+    /**
+     * Deserialize function call information map
+     *
+     * @param input data input
+     * @return deserialized function call information map
+     */
+    public static Map<String, FunctionCallInformation> createFunctionCallInformationMap(DataInput input)
+            throws IOException {
+        int size = input.readInt();
+        Map<String, FunctionCallInformation> functionCallInfoMap = new HashMap<>();
+        for (int i = 0; i < size; i++) {
+            String key = input.readUTF();
+            FunctionCallInformation functionCallInfo = FunctionCallInformation.create(input);
+            functionCallInfoMap.put(key, functionCallInfo);
+        }
+        return functionCallInfoMap;
+    }
+
+    private static ARecordType createType(String typeName) {
+        return new ARecordType(typeName, new String[] {}, new IAType[] {}, true);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/FunctionCallInformation.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/FunctionCallInformation.java
new file mode 100644
index 0000000..5cb26fd
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/projection/FunctionCallInformation.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.projection;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.Collections;
+import java.util.EnumSet;
+import java.util.Objects;
+import java.util.Set;
+
+import org.apache.asterix.common.exceptions.ErrorCode;
+import org.apache.asterix.om.exceptions.ExceptionUtil;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.api.exceptions.SourceLocation;
+import org.apache.hyracks.api.exceptions.Warning;
+
+/**
+ * Function call information that holds {@link FunctionIdentifier#getName()} and {@link SourceLocation}
+ */
+public class FunctionCallInformation implements Serializable {
+    private static final long serialVersionUID = -7884346933746232736L;
+    private final String functionName;
+    private final SourceLocation sourceLocation;
+    private Set<ATypeTag> typeMismatches;
+
+    public FunctionCallInformation(String functionName, SourceLocation sourceLocation) {
+        this(functionName, sourceLocation, Collections.emptySet());
+    }
+
+    private FunctionCallInformation(String functionName, SourceLocation sourceLocation, Set<ATypeTag> typeMismatches) {
+        this.functionName = functionName;
+        this.sourceLocation = sourceLocation;
+        this.typeMismatches = typeMismatches;
+    }
+
+    public String getFunctionName() {
+        return functionName;
+    }
+
+    public SourceLocation getSourceLocation() {
+        return sourceLocation;
+    }
+
+    public Warning createTypeMismatchWarning(ATypeTag expectedType, ATypeTag actualType) {
+        if (typeMismatches == null) {
+            typeMismatches = EnumSet.noneOf(ATypeTag.class);
+        } else if (typeMismatches.contains(actualType)) {
+            //We already issued a warning containing the same actual type. So, we ignore it
+            return null;
+        }
+        typeMismatches.add(actualType);
+        return Warning.of(getSourceLocation(), ErrorCode.TYPE_MISMATCH_FUNCTION, getFunctionName(),
+                ExceptionUtil.indexToPosition(0), expectedType, actualType);
+    }
+
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeUTF(functionName);
+        SourceLocation.writeFields(sourceLocation, output);
+        output.writeInt(typeMismatches.size());
+        for (ATypeTag typeTag : typeMismatches) {
+            output.write(typeTag.serialize());
+        }
+    }
+
+    public static FunctionCallInformation create(DataInput in) throws IOException {
+        String functionName = in.readUTF();
+        SourceLocation sourceLocation = SourceLocation.create(in);
+        int typeMismatchesLength = in.readInt();
+        Set<ATypeTag> typeMismatches = EnumSet.noneOf(ATypeTag.class);
+        for (int i = 0; i < typeMismatchesLength; i++) {
+            typeMismatches.add(ATypeTag.VALUE_TYPE_MAPPING[in.readByte()]);
+        }
+        return new FunctionCallInformation(functionName, sourceLocation, typeMismatches);
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(functionName, sourceLocation);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) {
+            return true;
+        }
+        if (o == null || getClass() != o.getClass()) {
+            return false;
+        }
+        FunctionCallInformation that = (FunctionCallInformation) o;
+        return Objects.equals(functionName, that.functionName) && Objects.equals(sourceLocation, that.sourceLocation);
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/TidRunningAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/TidRunningAggregateDescriptor.java
index 0306118..95de235 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/TidRunningAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/TidRunningAggregateDescriptor.java
@@ -22,7 +22,6 @@
 import org.apache.asterix.om.base.AInt64;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.runtime.runningaggregates.base.AbstractRunningAggregateFunctionDynamicDescriptor;
@@ -40,12 +39,7 @@
 public class TidRunningAggregateDescriptor extends AbstractRunningAggregateFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new TidRunningAggregateDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = TidRunningAggregateDescriptor::new;
 
     @Override
     public IRunningAggregateEvaluatorFactory createRunningAggregateEvaluatorFactory(IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateDescriptor.java
index 3f5f9f6..8a872c5 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateDescriptor.java
@@ -21,6 +21,7 @@
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.runningaggregates.base.AbstractRunningAggregateFunctionDynamicDescriptor;
 import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
@@ -60,7 +61,7 @@
                 for (int i = 0; i < args.length; i++) {
                     evals[i] = args[i].createScalarEvaluator(ctx);
                 }
-                return new WinMarkFirstMissingRunningAggregateEvaluator(evals);
+                return new WinMarkFirstUnknownRunningAggregateEvaluator(ATypeTag.MISSING, evals);
             }
         };
     }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateEvaluator.java
deleted file mode 100644
index c872921..0000000
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstMissingRunningAggregateEvaluator.java
+++ /dev/null
@@ -1,97 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-package org.apache.asterix.runtime.runningaggregates.std;
-
-import java.io.DataOutput;
-
-import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
-import org.apache.asterix.om.base.ABoolean;
-import org.apache.asterix.om.types.ATypeTag;
-import org.apache.asterix.om.types.BuiltinType;
-import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
-import org.apache.hyracks.algebricks.runtime.base.IWindowAggregateEvaluator;
-import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.data.std.api.IPointable;
-import org.apache.hyracks.data.std.primitive.TaggedValuePointable;
-import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
-import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
-
-public final class WinMarkFirstMissingRunningAggregateEvaluator implements IWindowAggregateEvaluator {
-
-    @SuppressWarnings({ "rawtypes" })
-    private final ISerializerDeserializer boolSerde =
-            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
-
-    private final IScalarEvaluator[] argEvals;
-
-    private final TaggedValuePointable argValue;
-
-    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
-
-    private final DataOutput dataOutput = resultStorage.getDataOutput();
-
-    private boolean first;
-
-    private boolean firstAllMissing;
-
-    WinMarkFirstMissingRunningAggregateEvaluator(IScalarEvaluator[] argEvals) {
-        this.argEvals = argEvals;
-        argValue = TaggedValuePointable.FACTORY.createPointable();
-    }
-
-    @Override
-    public void init() {
-    }
-
-    @Override
-    public void initPartition(long partitionLength) {
-        first = true;
-    }
-
-    @Override
-    public void step(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
-        boolean value = compute(tuple);
-        resultStorage.reset();
-        boolSerde.serialize(ABoolean.valueOf(value), dataOutput);
-        result.set(resultStorage);
-    }
-
-    private boolean compute(IFrameTupleReference tuple) throws HyracksDataException {
-        if (first) {
-            firstAllMissing = everyArgIsMissing(tuple);
-            first = false;
-            return true;
-        } else {
-            boolean thisAllMissing = firstAllMissing || everyArgIsMissing(tuple);
-            return !thisAllMissing;
-        }
-    }
-
-    private boolean everyArgIsMissing(IFrameTupleReference tuple) throws HyracksDataException {
-        for (IScalarEvaluator argEval : argEvals) {
-            argEval.evaluate(tuple, argValue);
-            if (argValue.getTag() != ATypeTag.SERIALIZED_MISSING_TYPE_TAG) {
-                return false;
-            }
-        }
-        return true;
-    }
-}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstNullRunningAggregateDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstNullRunningAggregateDescriptor.java
new file mode 100644
index 0000000..f8c2f3f
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstNullRunningAggregateDescriptor.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.runningaggregates.std;
+
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.runtime.runningaggregates.base.AbstractRunningAggregateFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * This internal window function returns {@code TRUE} in the following two cases:
+ * <ol>
+ * <li>the argument is not NULL</li>
+ * <li>the argument is NULL and it comes from the first tuple in the current window partition</li>
+ * </ol>
+ * In all other cases the function returns {@code FALSE}.
+ * <p>
+ * The underlying assumption is that tuples in each window partition are sorted on the function's argument in the
+ * descending order.
+ */
+public class WinMarkFirstNullRunningAggregateDescriptor extends AbstractRunningAggregateFunctionDynamicDescriptor {
+
+    public static final IFunctionDescriptorFactory FACTORY = WinMarkFirstNullRunningAggregateDescriptor::new;
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IRunningAggregateEvaluatorFactory createRunningAggregateEvaluatorFactory(IScalarEvaluatorFactory[] args) {
+        return new IRunningAggregateEvaluatorFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IRunningAggregateEvaluator createRunningAggregateEvaluator(IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                IScalarEvaluator[] evals = new IScalarEvaluator[args.length];
+                for (int i = 0; i < args.length; i++) {
+                    evals[i] = args[i].createScalarEvaluator(ctx);
+                }
+                return new WinMarkFirstUnknownRunningAggregateEvaluator(ATypeTag.NULL, evals);
+            }
+        };
+    }
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.WIN_MARK_FIRST_NULL_IMPL;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstUnknownRunningAggregateEvaluator.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstUnknownRunningAggregateEvaluator.java
new file mode 100644
index 0000000..93ba4ef
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/runningaggregates/std/WinMarkFirstUnknownRunningAggregateEvaluator.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.asterix.runtime.runningaggregates.std;
+
+import java.io.DataOutput;
+
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.ABoolean;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IWindowAggregateEvaluator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.TaggedValuePointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public final class WinMarkFirstUnknownRunningAggregateEvaluator implements IWindowAggregateEvaluator {
+
+    @SuppressWarnings({ "rawtypes" })
+    private final ISerializerDeserializer boolSerde =
+            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.ABOOLEAN);
+
+    private final IScalarEvaluator[] argEvals;
+
+    private final byte unknownTypeTag;
+
+    private final TaggedValuePointable argValue;
+
+    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+
+    private final DataOutput dataOutput = resultStorage.getDataOutput();
+
+    private boolean first;
+
+    private boolean firstAllUnknown;
+
+    WinMarkFirstUnknownRunningAggregateEvaluator(ATypeTag unknownTypeTag, IScalarEvaluator[] argEvals) {
+        this.argEvals = argEvals;
+        this.unknownTypeTag = unknownTypeTag.serialize();
+        argValue = TaggedValuePointable.FACTORY.createPointable();
+    }
+
+    @Override
+    public void init() {
+    }
+
+    @Override
+    public void initPartition(long partitionLength) {
+        first = true;
+    }
+
+    @Override
+    public void step(IFrameTupleReference tuple, IPointable result) throws HyracksDataException {
+        boolean value = compute(tuple);
+        resultStorage.reset();
+        boolSerde.serialize(ABoolean.valueOf(value), dataOutput);
+        result.set(resultStorage);
+    }
+
+    private boolean compute(IFrameTupleReference tuple) throws HyracksDataException {
+        if (first) {
+            firstAllUnknown = everyArgIsUnknown(tuple);
+            first = false;
+            return true;
+        } else {
+            boolean thisAllMissing = firstAllUnknown || everyArgIsUnknown(tuple);
+            return !thisAllMissing;
+        }
+    }
+
+    private boolean everyArgIsUnknown(IFrameTupleReference tuple) throws HyracksDataException {
+        for (IScalarEvaluator argEval : argEvals) {
+            argEval.evaluate(tuple, argValue);
+            if (argValue.getTag() != unknownTypeTag) {
+                return false;
+            }
+        }
+        return true;
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/RangeDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/RangeDescriptor.java
index dbaee0c..2292519 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/RangeDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/RangeDescriptor.java
@@ -21,7 +21,6 @@
 import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
 import org.apache.asterix.om.base.AMutableInt64;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.BuiltinType;
 import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
@@ -43,12 +42,7 @@
 
     private static final long serialVersionUID = 1L;
 
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new RangeDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = RangeDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/ScanCollectionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/ScanCollectionDescriptor.java
index 1e956cf..ff6dd89 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/ScanCollectionDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/ScanCollectionDescriptor.java
@@ -22,7 +22,6 @@
 import java.io.IOException;
 
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.runtime.evaluators.common.ListAccessor;
@@ -44,12 +43,7 @@
 public class ScanCollectionDescriptor extends AbstractUnnestingFunctionDynamicDescriptor {
 
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new ScanCollectionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = ScanCollectionDescriptor::new;
 
     @Override
     public FunctionIdentifier getIdentifier() {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SpatialTileDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SpatialTileDescriptor.java
new file mode 100644
index 0000000..c16fc59
--- /dev/null
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SpatialTileDescriptor.java
@@ -0,0 +1,199 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.asterix.runtime.unnestingfunctions.std;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.asterix.dataflow.data.nontagged.Coordinate;
+import org.apache.asterix.dataflow.data.nontagged.serde.ADoubleSerializerDeserializer;
+import org.apache.asterix.dataflow.data.nontagged.serde.ARectangleSerializerDeserializer;
+import org.apache.asterix.formats.nontagged.SerializerDeserializerProvider;
+import org.apache.asterix.om.base.AMutableInt32;
+import org.apache.asterix.om.functions.BuiltinFunctions;
+import org.apache.asterix.om.functions.IFunctionDescriptor;
+import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
+import org.apache.asterix.om.types.ATypeTag;
+import org.apache.asterix.om.types.BuiltinType;
+import org.apache.asterix.om.types.EnumDeserializer;
+import org.apache.asterix.om.types.hierachy.ATypeHierarchy;
+import org.apache.asterix.runtime.exceptions.TypeMismatchException;
+import org.apache.asterix.runtime.unnestingfunctions.base.AbstractUnnestingFunctionDynamicDescriptor;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IEvaluatorContext;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class SpatialTileDescriptor extends AbstractUnnestingFunctionDynamicDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
+        @Override
+        public IFunctionDescriptor createFunctionDescriptor() {
+            return new SpatialTileDescriptor();
+        }
+    };
+
+    @Override
+    public FunctionIdentifier getIdentifier() {
+        return BuiltinFunctions.SPATIAL_TILE;
+    }
+
+    @Override
+    public IUnnestingEvaluatorFactory createUnnestingEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
+        return new IUnnestingEvaluatorFactory() {
+
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IUnnestingEvaluator createUnnestingEvaluator(final IEvaluatorContext ctx)
+                    throws HyracksDataException {
+                final IHyracksTaskContext hyracksTaskContext = ctx.getTaskContext();
+
+                return new IUnnestingEvaluator() {
+                    private final ArrayBackedValueStorage resultStorage = new ArrayBackedValueStorage();
+                    private List<Integer> tileValues = new ArrayList<>();
+                    private final IPointable inputArg0 = new VoidPointable();
+                    private final IPointable inputArg1 = new VoidPointable();
+                    private final IPointable inputArg2 = new VoidPointable();
+                    private final IPointable inputArg3 = new VoidPointable();
+                    private final IScalarEvaluator eval0 = args[0].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval1 = args[1].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval2 = args[2].createScalarEvaluator(ctx);
+                    private final IScalarEvaluator eval3 = args[3].createScalarEvaluator(ctx);
+
+                    private final AMutableInt32 aInt32 = new AMutableInt32(0);
+                    int pos;
+
+                    @SuppressWarnings("unchecked")
+                    private final ISerializerDeserializer intSerde =
+                            SerializerDeserializerProvider.INSTANCE.getSerializerDeserializer(BuiltinType.AINT32);
+
+                    @Override
+                    public void init(IFrameTupleReference tuple) throws HyracksDataException {
+                        eval0.evaluate(tuple, inputArg0);
+                        eval1.evaluate(tuple, inputArg1);
+                        eval2.evaluate(tuple, inputArg2);
+                        eval3.evaluate(tuple, inputArg3);
+
+                        byte[] bytes0 = inputArg0.getByteArray();
+                        byte[] bytes1 = inputArg1.getByteArray();
+                        byte[] bytes2 = inputArg2.getByteArray();
+                        byte[] bytes3 = inputArg3.getByteArray();
+
+                        int offset0 = inputArg0.getStartOffset();
+                        int offset1 = inputArg1.getStartOffset();
+                        int offset2 = inputArg2.getStartOffset();
+                        int offset3 = inputArg3.getStartOffset();
+
+                        ATypeTag tag0 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes0[offset0]);
+                        ATypeTag tag1 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes1[offset1]);
+                        ATypeTag tag2 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes2[offset2]);
+                        ATypeTag tag3 = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(bytes3[offset3]);
+
+                        if (tag0 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes0[offset0],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+                        if (tag1 != ATypeTag.RECTANGLE) {
+                            throw new TypeMismatchException(sourceLoc, getIdentifier(), 0, bytes1[offset1],
+                                    ATypeTag.SERIALIZED_RECTANGLE_TYPE_TAG);
+                        }
+
+                        double x1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double y1 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double x2 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+                        double y2 = ADoubleSerializerDeserializer.getDouble(bytes0, offset0 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+
+                        double minX = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.X));
+                        double minY = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getBottomLeftCoordinateOffset(Coordinate.Y));
+
+                        double maxX = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.X));
+                        double maxY = ADoubleSerializerDeserializer.getDouble(bytes1, offset1 + 1
+                                + ARectangleSerializerDeserializer.getUpperRightCoordinateOffset(Coordinate.Y));
+
+                        int rows = ATypeHierarchy.getIntegerValue(getIdentifier().getName(), 0, bytes2, offset2);
+                        int columns = ATypeHierarchy.getIntegerValue(getIdentifier().getName(), 0, bytes3, offset3);
+
+                        // Unnest iff two input datasets overlap, which means partitioning MBR is not [(0,0),(0,0)]
+                        tileValues.clear();
+                        pos = 0;
+                        if (!((minX == 0.0) && (minY == 0.0) && (maxX == 0.0) && (maxY == 0.0))) {
+                            // Unnest iff the record overlaps with the partitioning MBR
+                            if (!((x1 > maxX) || (minX > x2) || (y1 > maxY) || (minY > y2))) {
+                                int row1 = (int) Math.ceil((y1 - minY) * rows / (maxY - minY));
+                                int col1 = (int) Math.ceil((x1 - minX) * columns / (maxX - minX));
+                                int row2 = (int) Math.ceil((y2 - minY) * rows / (maxY - minY));
+                                int col2 = (int) Math.ceil((x2 - minX) * columns / (maxX - minX));
+
+                                row1 = Math.min(Math.max(1, row1), rows * columns);
+                                col1 = Math.min(Math.max(1, col1), rows * columns);
+                                row2 = Math.min(Math.max(1, row2), rows * columns);
+                                col2 = Math.min(Math.max(1, col2), rows * columns);
+
+                                int minRow = Math.min(row1, row2);
+                                int maxRow = Math.max(row1, row2);
+                                int minCol = Math.min(col1, col2);
+                                int maxCol = Math.max(col1, col2);
+
+                                for (int i = minRow; i <= maxRow; i++) {
+                                    for (int j = minCol; j <= maxCol; j++) {
+                                        int tileId = (i - 1) * columns + j;
+                                        tileValues.add(tileId);
+                                    }
+                                }
+                            }
+                        }
+                    }
+
+                    @SuppressWarnings("unchecked")
+                    @Override
+                    public boolean step(IPointable result) throws HyracksDataException {
+                        if (pos < tileValues.size()) {
+                            aInt32.setValue(tileValues.get(pos));
+                            resultStorage.reset();
+                            intSerde.serialize(aInt32, resultStorage.getDataOutput());
+                            result.set(resultStorage);
+                            ++pos;
+                            return true;
+                        }
+                        return false;
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SubsetCollectionDescriptor.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SubsetCollectionDescriptor.java
index c441a4e..7f5aa0a 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SubsetCollectionDescriptor.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/unnestingfunctions/std/SubsetCollectionDescriptor.java
@@ -25,7 +25,6 @@
 import org.apache.asterix.dataflow.data.nontagged.serde.AOrderedListSerializerDeserializer;
 import org.apache.asterix.dataflow.data.nontagged.serde.AUnorderedListSerializerDeserializer;
 import org.apache.asterix.om.functions.BuiltinFunctions;
-import org.apache.asterix.om.functions.IFunctionDescriptor;
 import org.apache.asterix.om.functions.IFunctionDescriptorFactory;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.asterix.om.types.EnumDeserializer;
@@ -46,12 +45,7 @@
 
 public class SubsetCollectionDescriptor extends AbstractUnnestingFunctionDynamicDescriptor {
     private static final long serialVersionUID = 1L;
-    public static final IFunctionDescriptorFactory FACTORY = new IFunctionDescriptorFactory() {
-        @Override
-        public IFunctionDescriptor createFunctionDescriptor() {
-            return new SubsetCollectionDescriptor();
-        }
-    };
+    public static final IFunctionDescriptorFactory FACTORY = SubsetCollectionDescriptor::new;
 
     @Override
     public IUnnestingEvaluatorFactory createUnnestingEvaluatorFactory(final IScalarEvaluatorFactory[] args) {
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/CcApplicationContext.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/CcApplicationContext.java
index 9099c88..66f0e73 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/CcApplicationContext.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/CcApplicationContext.java
@@ -19,6 +19,7 @@
 package org.apache.asterix.runtime.utils;
 
 import java.io.IOException;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
 import java.util.function.Supplier;
 
 import org.apache.asterix.common.api.IConfigValidator;
@@ -100,6 +101,7 @@
     private final IRequestTracker requestTracker;
     private final IConfigValidator configValidator;
     private final IAdapterFactoryService adapterFactoryService;
+    private final ReentrantReadWriteLock compilationLock = new ReentrantReadWriteLock(true);
 
     public CcApplicationContext(ICCServiceContext ccServiceCtx, IHyracksClientConnection hcc,
             Supplier<IMetadataBootstrap> metadataBootstrapSupplier, IGlobalRecoveryManager globalRecoveryManager,
@@ -314,4 +316,9 @@
     public IAdapterFactoryService getAdapterFactoryService() {
         return adapterFactoryService;
     }
+
+    @Override
+    public ReentrantReadWriteLock getCompilationLock() {
+        return compilationLock;
+    }
 }
diff --git a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/ClusterStateManager.java b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/ClusterStateManager.java
index 98a97b0..d3c87ff 100644
--- a/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/ClusterStateManager.java
+++ b/asterixdb/asterix-runtime/src/main/java/org/apache/asterix/runtime/utils/ClusterStateManager.java
@@ -139,19 +139,15 @@
     }
 
     @Override
-    public synchronized void updateNodeState(String nodeId, boolean active, NcLocalCounters localCounters) {
+    public synchronized void updateNodeState(String nodeId, boolean active, NcLocalCounters localCounters,
+            Set<Integer> activePartitions) {
         if (active) {
             updateClusterCounters(nodeId, localCounters);
             participantNodes.add(nodeId);
+            activateNodePartitions(nodeId, activePartitions);
         } else {
             participantNodes.remove(nodeId);
-        }
-        ClusterPartition[] nodePartitions = node2PartitionsMap.get(nodeId);
-        // if this isn't a storage node, it will not have cluster partitions
-        if (nodePartitions != null) {
-            for (ClusterPartition p : nodePartitions) {
-                updateClusterPartition(p.getPartitionId(), nodeId, active);
-            }
+            deactivateNodePartitions(nodeId);
         }
     }
 
@@ -416,27 +412,27 @@
     public synchronized void deregisterNodePartitions(String nodeId) throws HyracksDataException {
         ClusterPartition[] nodePartitions = node2PartitionsMap.remove(nodeId);
         if (nodePartitions == null) {
-            LOGGER.info("deregisterNodePartitions unknown node " + nodeId + " (already removed?)");
+            LOGGER.info("deregisterNodePartitions unknown node {} (already removed?)", nodeId);
         } else {
-            if (LOGGER.isInfoEnabled()) {
-                LOGGER.info("deregisterNodePartitions for node " + nodeId + ": " + Arrays.toString(nodePartitions));
-            }
+            LOGGER.info("deregisterNodePartitions for node {}: {}", () -> nodeId,
+                    () -> Arrays.toString(nodePartitions));
             for (ClusterPartition nodePartition : nodePartitions) {
                 clusterPartitions.remove(nodePartition.getPartitionId());
             }
             participantNodes.remove(nodeId);
+            failedNodes.remove(nodeId);
         }
     }
 
     @Override
     public synchronized void removePending(String nodeId) {
         if (LOGGER.isInfoEnabled()) {
-            LOGGER.info("Registering intention to remove node id " + nodeId);
+            LOGGER.info("Registering intention to remove node id {}", nodeId);
         }
         if (participantNodes.contains(nodeId)) {
             pendingRemoval.add(nodeId);
         } else {
-            LOGGER.warn("Cannot register unknown node " + nodeId + " for pending removal");
+            LOGGER.warn("Cannot register unknown node {} for pending removal", nodeId);
         }
     }
 
@@ -475,7 +471,22 @@
     @Override
     public synchronized void setRebalanceRequired(boolean rebalanceRequired) throws HyracksDataException {
         this.rebalanceRequired = rebalanceRequired;
-        refreshState();
+        // if the cluster requires a rebalance, we will refresh the cluster state to ensure the state is updated
+        // to REBALANCE_REQUIRED. Otherwise, we will let the rebalance operation update the cluster state to avoid
+        // changing the cluster state during the rebalance
+        if (rebalanceRequired) {
+            refreshState();
+        }
+    }
+
+    @Override
+    public Map<Integer, ClusterPartition> getClusterPartitions() {
+        return Collections.unmodifiableMap(clusterPartitions);
+    }
+
+    @Override
+    public synchronized boolean nodesFailed(Set<String> nodeIds) {
+        return nodeIds.stream().anyMatch(failedNodes::contains);
     }
 
     private void updateClusterCounters(String nodeId, NcLocalCounters localCounters) {
@@ -496,6 +507,19 @@
         });
     }
 
+    private synchronized void activateNodePartitions(String nodeId, Set<Integer> activePartitions) {
+        for (Integer partitionId : activePartitions) {
+            updateClusterPartition(partitionId, nodeId, true);
+        }
+    }
+
+    private synchronized void deactivateNodePartitions(String nodeId) {
+        clusterPartitions.values().stream()
+                .filter(partition -> partition.getActiveNodeId() != null && partition.getActiveNodeId().equals(nodeId))
+                .forEach(nodeActivePartition -> updateClusterPartition(nodeActivePartition.getPartitionId(), nodeId,
+                        false));
+    }
+
     private static InetSocketAddress getReplicaLocation(IClusterStateManager csm, String nodeId) {
         final Map<IOption, Object> ncConfig = csm.getActiveNcConfiguration().get(nodeId);
         if (ncConfig == null) {
diff --git a/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/functions/ScalarAggregateTypeComputerTest.java b/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/functions/ScalarAggregateTypeComputerTest.java
index cbde36c..a18b04f 100644
--- a/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/functions/ScalarAggregateTypeComputerTest.java
+++ b/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/functions/ScalarAggregateTypeComputerTest.java
@@ -221,7 +221,8 @@
         }
 
         @Override
-        public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+        public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+                List<List<LogicalVariable>> correlatedMissableVariableLists, List<LogicalVariable> nonNullableVariables,
                 List<List<LogicalVariable>> correlatedNullableVariableLists) {
             throw new IllegalStateException();
         }
diff --git a/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorTest.java b/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorTest.java
index 1db124a..81b5c12 100644
--- a/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorTest.java
+++ b/asterixdb/asterix-runtime/src/test/java/org/apache/asterix/runtime/operators/LSMSecondaryIndexCreationTupleProcessorTest.java
@@ -273,7 +273,7 @@
 
         LSMSecondaryIndexCreationTupleProcessorNodePushable op =
                 new LSMSecondaryIndexCreationTupleProcessorNodePushable(ctx, 0, recDesc, MissingWriterFactory.INSTANCE,
-                        numTagFields, numSecondaryKeys, numPrimaryKeys, hasBuddyBTree);
+                        numTagFields, numSecondaryKeys, numPrimaryKeys, hasBuddyBTree, true, true);
         op.setOutputFrameWriter(0, resultWriter, recDesc);
 
         op.open();
diff --git a/asterixdb/asterix-server/pom.xml b/asterixdb/asterix-server/pom.xml
index 2e6afb2..16edbb8 100644
--- a/asterixdb/asterix-server/pom.xml
+++ b/asterixdb/asterix-server/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
@@ -193,6 +193,11 @@
               <url>https://raw.githubusercontent.com/reactive-streams/reactive-streams-jvm/v1.0.2/LICENSE.txt</url>
             </override>
             <override>
+              <gav>org.reactivestreams:reactive-streams:1.0.3</gav>
+              <noticeUrl>https://raw.githubusercontent.com/reactive-streams/reactive-streams-jvm/v1.0.3/COPYING.txt</noticeUrl>
+              <url>https://raw.githubusercontent.com/reactive-streams/reactive-streams-jvm/v1.0.3/LICENSE.txt</url>
+            </override>
+            <override>
               <gavs>
                 <gav>software.amazon.awssdk:sdk-core:2.10.83</gav>
                 <gav>software.amazon.awssdk:aws-core:2.10.83</gav>
@@ -212,11 +217,26 @@
               </gavs>
               <noticeUrl>https://raw.githubusercontent.com/aws/aws-sdk-java-v2/2.10.83/NOTICE.txt</noticeUrl>
             </override>
+            <!-- Hadoop AWS SDK -->
+            <override>
+              <gavs>
+                <gav>com.amazonaws:aws-java-sdk-core:1.12.109</gav>
+                <gav>com.amazonaws:jmespath-java:1.12.109</gav>
+                <gav>com.amazonaws:aws-java-sdk-s3:1.12.109</gav>
+                <gav>com.amazonaws:aws-java-sdk-kms:1.12.109</gav>
+                <gav>com.amazonaws:aws-java-sdk-dynamodb:1.12.109</gav>
+              </gavs>
+              <noticeUrl>https://raw.githubusercontent.com/aws/aws-sdk-java/1.12.109/NOTICE.txt</noticeUrl>
+            </override>
             <override>
               <gav>software.amazon.eventstream:eventstream:1.0.1</gav>
               <noticeUrl>https://raw.githubusercontent.com/awslabs/aws-eventstream-java/7be2dd80e12f8835674c8ffb0f4a2efb64c7b585/NOTICE</noticeUrl>
             </override>
             <override>
+              <gav>software.amazon.ion:ion-java:1.0.2</gav>
+              <noticeUrl>https://raw.githubusercontent.com/amzn/ion-java/v1.0.2/NOTICE</noticeUrl>
+            </override>
+            <override>
               <gavs>
                 <gav>com.azure:azure-core:1.24.1</gav>
                 <gav>com.azure:azure-core-http-netty:1.11.6</gav>
@@ -229,6 +249,164 @@
               <url>https://raw.githubusercontent.com/Azure/azure-sdk-for-java/89a32290750a18d1b99c27c16b1b11d42f16c622/LICENSE.txt</url>
             </override>
             <override>
+              <gav>com.microsoft.azure:msal4j:1.11.0</gav>
+              <url>https://raw.githubusercontent.com/AzureAD/microsoft-authentication-library-for-java/v1.11.0/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.microsoft.azure:msal4j-persistence-extension:1.1.0</gav>
+              <url>https://raw.githubusercontent.com/AzureAD/microsoft-authentication-extensions-for-java/1.1.0/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.microsoft.azure:azure-keyvault-core:1.2.4</gav>
+              <url>https://raw.githubusercontent.com/Azure/azure-sdk-for-java/main/sdk/keyvault/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.nimbusds:nimbus-jose-jwt:9.9.3</gav>
+              <noticeUrl>https://bitbucket.org/connect2id/nimbus-jose-jwt/raw/50ae2a39a4a6d0dcbf05572af8a581377174ac96/COPYRIGHT.txt</noticeUrl>
+            </override>
+            <!-- com.nimbusds:oauth2-oidc-sdk:9.7 points to https://www.apache.org/licenses/LICENSE-2.0.html in the pom.xml but has bad characters in the URI, overriding to fix -->
+            <override>
+              <gav>com.nimbusds:oauth2-oidc-sdk:9.7</gav>
+              <url>https://bitbucket.org/connect2id/oauth-2.0-sdk-with-openid-connect-extensions/raw/5d13925b57ace092ea5e1131c338f464d85545f4/LICENSE.txt</url>
+              <noticeUrl>https://bitbucket.org/connect2id/oauth-2.0-sdk-with-openid-connect-extensions/raw/5d13925b57ace092ea5e1131c338f464d85545f4/COPYRIGHT.txt</noticeUrl>
+            </override>
+            <override>
+              <gav>com.nimbusds:lang-tag:1.5</gav>
+              <noticeUrl>https://bitbucket.org/connect2id/nimbus-language-tags/raw/ead5120f62b5849309069808509b4cc6e57a0841/COPYRIGHT.txt</noticeUrl>
+            </override>
+            <override>
+              <gav>com.nimbusds:content-type:2.1</gav>
+              <noticeUrl>https://bitbucket.org/connect2id/nimbus-content-type/raw/c6d2701ed5cd57e0f88728c6f3e6303db97c5bcf/COPYRIGHT.txt</noticeUrl>
+            </override>
+            <override>
+              <gavs>
+                <gav>io.projectreactor.netty:reactor-netty:1.0.7</gav>
+                <gav>io.projectreactor.netty:reactor-netty-core:1.0.7</gav>
+                <gav>io.projectreactor.netty:reactor-netty-http:1.0.7</gav>
+                <gav>io.projectreactor.netty:reactor-netty-http-brave:1.0.7</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/reactor/reactor-netty/v1.0.7/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>io.projectreactor.netty:reactor-netty-core:1.0.11</gav>
+                <gav>io.projectreactor.netty:reactor-netty-http:1.0.11</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/reactor/reactor-netty/v1.0.11/LICENSE</url>
+            </override>
+            <override>
+              <gav>io.projectreactor:reactor-core:3.4.6</gav>
+              <url>https://raw.githubusercontent.com/reactor/reactor-core/v3.4.6/LICENSE</url>
+            </override>
+            <override>
+              <gav>io.projectreactor:reactor-core:3.4.10</gav>
+              <url>https://raw.githubusercontent.com/reactor/reactor-core/v3.4.10/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>stax:stax-api:1.0.1</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/codehaus/stax/master/dev/ASF2.0.txt</url>
+            </override>
+            <override>
+              <gav>org.ow2.asm:asm:9.1</gav>
+              <url>https://raw.githubusercontent.com/llbit/ow2-asm/master/LICENSE.txt</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>com.google.http-client:google-http-client:1.42.0</gav>
+                <gav>com.google.http-client:google-http-client-jackson2:1.42.0</gav>
+                <gav>com.google.http-client:google-http-client-appengine:1.42.0</gav>
+                <gav>com.google.http-client:google-http-client-gson:1.42.0</gav>
+                <gav>com.google.http-client:google-http-client-apache-v2:1.42.0</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/googleapis/google-http-java-client/v1.42.0/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.oauth-client:google-oauth-client:1.34.1</gav>
+              <url>https://raw.githubusercontent.com/googleapis/google-oauth-java-client/v1.34.1/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>com.google.protobuf:protobuf-java:3.21.1</gav>
+                <gav>com.google.protobuf:protobuf-java-util:3.21.1</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/protocolbuffers/protobuf/v3.21.1/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>com.google.auth:google-auth-library-oauth2-http:1.7.0</gav>
+                <gav>com.google.auth:google-auth-library-credentials:1.7.0</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/googleapis/google-auth-library-java/v1.7.0/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>com.google.cloud:google-cloud-core:2.8.0</gav>
+                <gav>com.google.cloud:google-cloud-core-http:2.8.0</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/googleapis/java-core/v2.8.0/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.cloud:google-cloud-storage:2.9.0</gav>
+              <url>https://raw.githubusercontent.com/googleapis/java-storage/v2.9.0/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>io.opencensus:opencensus-api:0.31.1</gav>
+                <gav>io.opencensus:opencensus-contrib-http-util:0.31.1</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/census-instrumentation/opencensus-java/v0.31.1/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.api-client:google-api-client:1.35.1</gav>
+              <url>https://raw.githubusercontent.com/googleapis/google-api-java-client/v1.35.1/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.api.grpc:proto-google-iam-v1:1.4.1</gav>
+              <url>https://raw.githubusercontent.com/googleapis/java-iam/v1.4.1/proto-google-iam-v1/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.api.grpc:proto-google-common-protos:2.9.0</gav>
+              <url>https://raw.githubusercontent.com/googleapis/java-common-protos/v2.9.0/proto-google-common-protos/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.api:api-common:2.2.1</gav>
+              <url>https://raw.githubusercontent.com/googleapis/api-common-java/v2.2.1/LICENSE</url>
+            </override>
+            <override>
+              <gavs>
+                <gav>com.google.api:gax-httpjson:0.103.2</gav>
+                <gav>com.google.api:gax:2.18.2</gav>
+              </gavs>
+              <url>https://raw.githubusercontent.com/googleapis/gax-java/v2.18.2/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.auto.value:auto-value-annotations:1.9</gav>
+              <url>https://raw.githubusercontent.com/google/auto/auto-value-1.9/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.code.findbugs:jsr305:3.0.2</gav>
+              <url>https://raw.githubusercontent.com/findbugsproject/findbugs/3.0.2_preview2/findbugs/licenses/LICENSE-jsr305.txt</url>
+            </override>
+            <override>
+              <gav>com.google.code.gson:gson:2.9.0</gav>
+              <url>https://raw.githubusercontent.com/google/gson/gson-parent-2.9.0/LICENSE</url>
+            </override>
+            <override>
+              <gav>com.google.guava:listenablefuture:9999.0-empty-to-avoid-conflict-with-guava</gav>
+              <url>https://raw.githubusercontent.com/google/guava/master/COPYING</url>
+            </override>
+            <override>
+              <gav>com.google.j2objc:j2objc-annotations:1.3</gav>
+              <url>https://raw.githubusercontent.com/google/j2objc/1.3/LICENSE</url>
+            </override>
+            <override>
+              <gav>io.grpc:grpc-context:1.47.0</gav>
+              <url>https://raw.githubusercontent.com/grpc/grpc-java/v1.47.0/LICENSE</url>
+              <noticeUrl>https://raw.githubusercontent.com/grpc/grpc-java/v1.47.0/NOTICE.txt</noticeUrl>
+            </override>
+            <override>
               <gav>org.mindrot:jbcrypt:0.4</gav>
               <url>http://www.mindrot.org/files/jBCrypt/LICENSE</url>
             </override>
@@ -236,6 +414,14 @@
               <gav>org.msgpack:msgpack-core:0.8.20</gav>
               <noticeUrl>https://raw.githubusercontent.com/msgpack/msgpack-java/0.8.20/NOTICE</noticeUrl>
             </override>
+            <override>
+              <gav>com.github.luben:zstd-jni:1.5.0-1</gav>
+              <url>https://raw.githubusercontent.com/luben/zstd-jni/v1.5.0-1/LICENSE</url>
+            </override>
+            <override>
+              <gav>org.slf4j:slf4j-reload4j:1.7.36</gav>
+              <url>https://raw.githubusercontent.com/qos-ch/slf4j/v_1.7.36/LICENSE.txt</url>
+            </override>
           </overrides>
           <licenses>
             <license>
@@ -271,6 +457,26 @@
                 <aliasUrl>http://www.apache.org/licenses/LICENSE-2.0.html</aliasUrl>
                 <aliasUrl>https://www.apache.org/licenses/LICENSE-2.0.html</aliasUrl>
                 <aliasUrl>https://aws.amazon.com/apache2.0</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/jorabin/KeePassJava2/KeePassJava2-2.1.4/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/reactor/reactor-netty/v1.0.7/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/reactor/reactor-netty/v1.0.11/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/reactor/reactor-core/v3.4.6/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/reactor/reactor-core/v3.4.10/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/codehaus/stax/master/dev/ASF2.0.txt</aliasUrl>
+                <aliasUrl>https://bitbucket.org/connect2id/oauth-2.0-sdk-with-openid-connect-extensions/raw/5d13925b57ace092ea5e1131c338f464d85545f4/LICENSE.txt</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/google/auto/auto-value-1.9/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/google/j2objc/1.3/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/java-common-protos/v2.9.0/proto-google-common-protos/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/java-iam/v1.4.1/proto-google-iam-v1/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/java-storage/v2.9.0/LICENSE</aliasUrl>
+                <aliasUrl>http://repository.jboss.org/licenses/apache-2.0.txt</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/google-http-java-client/v1.42.0/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/census-instrumentation/opencensus-java/v0.31.1/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/google-oauth-java-client/v1.34.1/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/java-core/v2.8.0/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/google/gson/gson-parent-2.9.0/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/googleapis/google-api-java-client/v1.35.1/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/grpc/grpc-java/v1.47.0/LICENSE</aliasUrl>
               </aliasUrls>
               <metric>1</metric>
             </license>
@@ -319,6 +525,8 @@
               <aliasUrls>
                 <aliasUrl>http://www.opensource.org/licenses/mit-license.php</aliasUrl>
                 <aliasUrl>http://opensource.org/licenses/MIT</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/AzureAD/microsoft-authentication-library-for-java/v1.11.0/LICENSE</aliasUrl>
+                <aliasUrl>https://raw.githubusercontent.com/AzureAD/microsoft-authentication-extensions-for-java/1.1.0/LICENSE</aliasUrl>
               </aliasUrls>
             </license>
             <license>
@@ -328,10 +536,6 @@
               </aliasUrls>
             </license>
             <license>
-              <url>https://opensource.org/licenses/bsd-license.php</url>
-              <aliasUrls>http://www.opensource.org/licenses/bsd-license.php</aliasUrls>
-            </license>
-            <license>
               <!-- this is special case- handled in ftl template -->
               <url>PUBLIC_DOMAIN</url>
               <aliasUrls>Public Domain</aliasUrls>
@@ -343,12 +547,18 @@
               <aliasUrls>http://creativecommons.org/publicdomain/zero/1.0/legalcode</aliasUrls>
               <aliasUrls>http://creativecommons.org/publicdomain/zero/1.0/</aliasUrls>
             </license>
+            <license>
+              <displayName>The Go license</displayName>
+              <url>http://golang.org/LICENSE</url>
+              <aliasUrls>
+                <aliasUrl>https://golang.org/LICENSE</aliasUrl>
+              </aliasUrls>
+            </license>
           </licenses>
           <templateProperties>
             <packageName>Apache AsterixDB Server Install</packageName>
             <asterixAppLocation>repo/asterix-app-${project.version}.jar, within this assembly</asterixAppLocation>
             <hyracksControlCcLocation>repo/hyracks-control-cc-${project.version}.jar, within this assembly</hyracksControlCcLocation>
-            <hivecompatLocation>repo/asterix-hivecompat-${project.version}.jar, within this assembly</hivecompatLocation>
             <asterixDashboardLocation>repo/asterix-dashboard-${project.version}.jar, within this assembly</asterixDashboardLocation>
           </templateProperties>
         </configuration>
@@ -890,4 +1100,11 @@
       <artifactId>hyracks-api</artifactId>
     </dependency>
   </dependencies>
+  <!-- apply patch for HADOOP-17225 to workaround CVE-2019-10172 -->
+  <repositories>
+    <repository>
+      <id>atlassian-3rdparty</id>
+      <url>https://packages.atlassian.com/maven-3rdparty/</url>
+    </repository>
+  </repositories>
 </project>
diff --git a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.10.adm b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.10.adm
index 7e92c87..a34a57a 100644
--- a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.10.adm
+++ b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.10.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.2.adm b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.2.adm
index 7e92c87..a34a57a 100644
--- a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.2.adm
+++ b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.2.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "IN_SYNC"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.6.adm b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.6.adm
index 4da3d42..348beca 100644
--- a/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.6.adm
+++ b/asterixdb/asterix-server/src/test/resources/integrationts/replication/results/failover/resync_failed_replica/resync_failed_replica.6.adm
@@ -2,6 +2,7 @@
   "partition" : 0,
   "replicas" : [ {
     "location" : "127.0.0.1:2002",
+    "nodeId" : "asterix_nc2",
     "status" : "DISCONNECTED"
   } ]
 } ]
\ No newline at end of file
diff --git a/asterixdb/asterix-spidersilk/pom.xml b/asterixdb/asterix-spidersilk/pom.xml
index 8933b07..656501f 100644
--- a/asterixdb/asterix-spidersilk/pom.xml
+++ b/asterixdb/asterix-spidersilk/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.asterix</groupId>
     <artifactId>apache-asterixdb</artifactId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/asterixdb/asterix-test-framework/pom.xml b/asterixdb/asterix-test-framework/pom.xml
index d76ee36..c150fae 100644
--- a/asterixdb/asterix-test-framework/pom.xml
+++ b/asterixdb/asterix-test-framework/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-test-framework</artifactId>
 
diff --git a/asterixdb/asterix-test-framework/src/main/java/org/apache/asterix/testframework/context/TestCaseContext.java b/asterixdb/asterix-test-framework/src/main/java/org/apache/asterix/testframework/context/TestCaseContext.java
index c73434d..6e458a4 100644
--- a/asterixdb/asterix-test-framework/src/main/java/org/apache/asterix/testframework/context/TestCaseContext.java
+++ b/asterixdb/asterix-test-framework/src/main/java/org/apache/asterix/testframework/context/TestCaseContext.java
@@ -254,6 +254,7 @@
         NONE("", ""),
         ADM("adm", "application/x-adm"),
         LOSSLESS_JSON("json", "application/json; lossless=true"),
+        LOSSLESS_ADM_JSON("json", "application/json; lossless-adm=true"),
         CLEAN_JSON("json", "application/json"),
         CSV("csv", "text/csv"),
         CSV_HEADER("csv-header", "text/csv; header=present"),
@@ -284,6 +285,8 @@
                     return OutputFormat.ADM;
                 case LOSSLESS_JSON:
                     return OutputFormat.LOSSLESS_JSON;
+                case LOSSLESS_ADM_JSON:
+                    return OutputFormat.LOSSLESS_ADM_JSON;
                 case CLEAN_JSON:
                     return OutputFormat.CLEAN_JSON;
                 case CSV:
diff --git a/asterixdb/asterix-test-framework/src/main/resources/Catalog.xsd b/asterixdb/asterix-test-framework/src/main/resources/Catalog.xsd
index 4ea9e0e..303a4d7 100644
--- a/asterixdb/asterix-test-framework/src/main/resources/Catalog.xsd
+++ b/asterixdb/asterix-test-framework/src/main/resources/Catalog.xsd
@@ -252,6 +252,7 @@
          <xs:enumeration value="Ignore"/>
          <xs:enumeration value="Clean-JSON"/>
          <xs:enumeration value="Lossless-JSON"/>
+         <xs:enumeration value="Lossless-ADM-JSON"/>
          <xs:enumeration value="CSV"/>
          <xs:enumeration value="CSV_Header"/>
          <xs:enumeration value="AST"/>
diff --git a/asterixdb/asterix-tools/pom.xml b/asterixdb/asterix-tools/pom.xml
index 6203ace..2924fc6 100644
--- a/asterixdb/asterix-tools/pom.xml
+++ b/asterixdb/asterix-tools/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-tools</artifactId>
 
diff --git a/asterixdb/asterix-transactions/pom.xml b/asterixdb/asterix-transactions/pom.xml
index 1d7293c..2749096 100644
--- a/asterixdb/asterix-transactions/pom.xml
+++ b/asterixdb/asterix-transactions/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>apache-asterixdb</artifactId>
     <groupId>org.apache.asterix</groupId>
-    <version>0.9.6-SNAPSHOT</version>
+    <version>0.9.8-SNAPSHOT</version>
   </parent>
   <artifactId>asterix-transactions</artifactId>
   <licenses>
diff --git a/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/resource/PersistentLocalResourceRepository.java b/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/resource/PersistentLocalResourceRepository.java
index 54ce1ee..bb3cde5 100644
--- a/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/resource/PersistentLocalResourceRepository.java
+++ b/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/resource/PersistentLocalResourceRepository.java
@@ -19,10 +19,11 @@
 package org.apache.asterix.transaction.management.resource;
 
 import static org.apache.asterix.common.storage.ResourceReference.getComponentSequence;
-import static org.apache.asterix.common.utils.StorageConstants.INDEX_CHECKPOINT_FILE_PREFIX;
+import static org.apache.asterix.common.utils.StorageConstants.INDEX_NON_DATA_FILES_PREFIX;
 import static org.apache.asterix.common.utils.StorageConstants.METADATA_FILE_NAME;
 import static org.apache.hyracks.api.exceptions.ErrorCode.CANNOT_CREATE_FILE;
 import static org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager.COMPONENT_FILES_FILTER;
+import static org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
 
 import java.io.File;
 import java.io.FilenameFilter;
@@ -32,7 +33,9 @@
 import java.nio.file.Paths;
 import java.text.ParseException;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collection;
+import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
@@ -88,7 +91,7 @@
     private static final String METADATA_FILE_MASK_NAME =
             StorageConstants.MASK_FILE_PREFIX + StorageConstants.METADATA_FILE_NAME;
     private static final FilenameFilter LSM_INDEX_FILES_FILTER =
-            (dir, name) -> !name.startsWith(INDEX_CHECKPOINT_FILE_PREFIX);
+            (dir, name) -> name.startsWith(METADATA_FILE_NAME) || !name.startsWith(INDEX_NON_DATA_FILES_PREFIX);
     private static final FilenameFilter MASK_FILES_FILTER =
             (dir, name) -> name.startsWith(StorageConstants.MASK_FILE_PREFIX);
     private static final int MAX_CACHED_RESOURCES = 1000;
@@ -104,7 +107,7 @@
     private boolean isReplicationEnabled = false;
     private Set<String> filesToBeReplicated;
     private IReplicationManager replicationManager;
-    private final Path[] storageRoots;
+    private final List<Path> storageRoots;
     private final IIndexCheckpointManagerProvider indexCheckpointManagerProvider;
     private final IPersistedResourceRegistry persistedResourceRegistry;
 
@@ -114,11 +117,11 @@
         this.ioManager = ioManager;
         this.indexCheckpointManagerProvider = indexCheckpointManagerProvider;
         this.persistedResourceRegistry = persistedResourceRegistry;
-        storageRoots = new Path[ioManager.getIODevices().size()];
+        storageRoots = new ArrayList<>();
         final List<IODeviceHandle> ioDevices = ioManager.getIODevices();
         for (int i = 0; i < ioDevices.size(); i++) {
-            storageRoots[i] =
-                    Paths.get(ioDevices.get(i).getMount().getAbsolutePath(), StorageConstants.STORAGE_ROOT_DIR_NAME);
+            storageRoots.add(
+                    Paths.get(ioDevices.get(i).getMount().getAbsolutePath(), StorageConstants.STORAGE_ROOT_DIR_NAME));
         }
         createStorageRoots();
         resourceCache = CacheBuilder.newBuilder().maximumSize(MAX_CACHED_RESOURCES).build();
@@ -150,36 +153,45 @@
 
     @SuppressWarnings("squid:S1181")
     @Override
-    public synchronized void insert(LocalResource resource) throws HyracksDataException {
-        String relativePath = getFileName(resource.getPath());
-        FileReference resourceFile = ioManager.resolve(relativePath);
-        if (resourceFile.getFile().exists()) {
-            throw new HyracksDataException("Duplicate resource: " + resourceFile.getAbsolutePath());
-        }
+    public void insert(LocalResource resource) throws HyracksDataException {
+        FileReference resourceFile;
+        synchronized (this) {
+            String relativePath = getFileName(resource.getPath());
+            resourceFile = ioManager.resolve(relativePath);
+            if (resourceFile.getFile().exists()) {
+                throw new HyracksDataException("Duplicate resource: " + resourceFile.getAbsolutePath());
+            }
 
-        final File parent = resourceFile.getFile().getParentFile();
-        if (!parent.exists() && !parent.mkdirs()) {
-            throw HyracksDataException.create(CANNOT_CREATE_FILE, parent.getAbsolutePath());
+            final File parent = resourceFile.getFile().getParentFile();
+            if (!parent.exists() && !parent.mkdirs()) {
+                throw HyracksDataException.create(CANNOT_CREATE_FILE, parent.getAbsolutePath());
+            }
+            // The next block should be all or nothing
+            try {
+                createResourceFileMask(resourceFile);
+                byte[] bytes = OBJECT_MAPPER.writeValueAsBytes(resource.toJson(persistedResourceRegistry));
+                FileUtil.writeAndForce(Paths.get(resourceFile.getAbsolutePath()), bytes);
+                indexCheckpointManagerProvider.get(DatasetResourceReference.of(resource)).init(
+                        UNINITIALIZED_COMPONENT_SEQ, 0, LSMComponentId.EMPTY_INDEX_LAST_COMPONENT_ID.getMaxId(), null);
+                deleteResourceFileMask(resourceFile);
+            } catch (Exception e) {
+                cleanup(resourceFile);
+                throw HyracksDataException.create(e);
+            } catch (Throwable th) {
+                LOGGER.error("Error creating resource {}", resourceFile, th);
+                ExitUtil.halt(ExitUtil.EC_ERROR_CREATING_RESOURCES);
+            }
+            resourceCache.put(resource.getPath(), resource);
         }
-        // The next block should be all or nothing
-        try {
-            createResourceFileMask(resourceFile);
-            byte[] bytes = OBJECT_MAPPER.writeValueAsBytes(resource.toJson(persistedResourceRegistry));
-            FileUtil.writeAndForce(Paths.get(resourceFile.getAbsolutePath()), bytes);
-            indexCheckpointManagerProvider.get(DatasetResourceReference.of(resource)).init(Long.MIN_VALUE, 0,
-                    LSMComponentId.EMPTY_INDEX_LAST_COMPONENT_ID.getMaxId());
-            deleteResourceFileMask(resourceFile);
-        } catch (Exception e) {
-            cleanup(resourceFile);
-            throw HyracksDataException.create(e);
-        } catch (Throwable th) {
-            LOGGER.error("Error creating resource {}", resourceFile, th);
-            ExitUtil.halt(ExitUtil.EC_ERROR_CREATING_RESOURCES);
-        }
-        resourceCache.put(resource.getPath(), resource);
+        // do not do the replication operation on the synchronized to avoid blocking other threads
+        // on network operations
         //if replication enabled, send resource metadata info to remote nodes
         if (isReplicationEnabled) {
-            createReplicationJob(ReplicationOperation.REPLICATE, resourceFile);
+            try {
+                createReplicationJob(ReplicationOperation.REPLICATE, resourceFile);
+            } catch (Exception e) {
+                LOGGER.error("failed to send resource file {} to replicas", resourceFile);
+            }
         }
     }
 
@@ -196,36 +208,43 @@
     }
 
     @Override
-    public synchronized void delete(String relativePath) throws HyracksDataException {
+    public void delete(String relativePath) throws HyracksDataException {
         FileReference resourceFile = getLocalResourceFileByName(ioManager, relativePath);
-        try {
-            if (resourceFile.getFile().exists()) {
-                if (isReplicationEnabled) {
-                    createReplicationJob(ReplicationOperation.DELETE, resourceFile);
-                }
-                final LocalResource localResource = readLocalResource(resourceFile.getFile());
-                IoUtil.delete(resourceFile);
-                // delete all checkpoints
-                indexCheckpointManagerProvider.get(DatasetResourceReference.of(localResource)).delete();
-            } else {
-                throw HyracksDataException.create(org.apache.hyracks.api.exceptions.ErrorCode.RESOURCE_DOES_NOT_EXIST,
-                        relativePath);
+        boolean resourceExists = resourceFile.getFile().exists();
+        if (resourceExists) {
+            try {
+                createReplicationJob(ReplicationOperation.DELETE, resourceFile);
+            } catch (Exception e) {
+                LOGGER.error("failed to delete resource file {} from replicas", resourceFile);
             }
-        } finally {
-            resourceCache.invalidate(relativePath);
+        }
+        synchronized (this) {
+            try {
+                if (resourceExists) {
+                    final LocalResource localResource = readLocalResource(resourceFile.getFile());
+                    IoUtil.delete(resourceFile);
+                    // delete all checkpoints
+                    indexCheckpointManagerProvider.get(DatasetResourceReference.of(localResource)).delete();
+                } else {
+                    throw HyracksDataException
+                            .create(org.apache.hyracks.api.exceptions.ErrorCode.RESOURCE_DOES_NOT_EXIST, relativePath);
+                }
+            } finally {
+                invalidateResource(relativePath);
+            }
         }
     }
 
-    private static FileReference getLocalResourceFileByName(IIOManager ioManager, String resourcePath)
+    public static FileReference getLocalResourceFileByName(IIOManager ioManager, String resourcePath)
             throws HyracksDataException {
         String fileName = resourcePath + File.separator + StorageConstants.METADATA_FILE_NAME;
         return ioManager.resolve(fileName);
     }
 
-    public synchronized Map<Long, LocalResource> getResources(Predicate<LocalResource> filter)
+    public synchronized Map<Long, LocalResource> getResources(Predicate<LocalResource> filter, List<Path> roots)
             throws HyracksDataException {
         Map<Long, LocalResource> resourcesMap = new HashMap<>();
-        for (Path root : storageRoots) {
+        for (Path root : roots) {
             if (!Files.exists(root) || !Files.isDirectory(root)) {
                 continue;
             }
@@ -244,17 +263,57 @@
         return resourcesMap;
     }
 
+    public synchronized Map<Long, LocalResource> getResources(Predicate<LocalResource> filter)
+            throws HyracksDataException {
+        return getResources(filter, storageRoots);
+    }
+
+    public synchronized Map<Long, LocalResource> getResources(Predicate<LocalResource> filter, Set<Integer> partitions)
+            throws HyracksDataException {
+        List<Path> partitionsRoots = new ArrayList<>();
+        for (Integer partition : partitions) {
+            partitionsRoots.add(getPartitionRoot(partition));
+        }
+        return getResources(filter, partitionsRoots);
+    }
+
+    public synchronized void deleteInvalidIndexes(Predicate<LocalResource> filter) throws HyracksDataException {
+        for (Path root : storageRoots) {
+            final Collection<File> files = IoUtil.getMatchingFiles(root, METADATA_FILES_FILTER);
+            try {
+                for (File file : files) {
+                    final LocalResource localResource = readLocalResource(file);
+                    if (filter.test(localResource)) {
+                        LOGGER.warn("deleting invalid metadata index {}", file.getParentFile());
+                        IoUtil.delete(file.getParentFile());
+                    }
+                }
+            } catch (IOException e) {
+                throw HyracksDataException.create(e);
+            }
+        }
+        resourceCache.invalidateAll();
+    }
+
     public Map<Long, LocalResource> loadAndGetAllResources() throws HyracksDataException {
         return getResources(p -> true);
     }
 
     @Override
-    public long maxId() throws HyracksDataException {
+    public synchronized long maxId() throws HyracksDataException {
         final Map<Long, LocalResource> allResources = loadAndGetAllResources();
         final Optional<Long> max = allResources.keySet().stream().max(Long::compare);
         return max.isPresent() ? max.get() : 0;
     }
 
+    public void invalidateResource(String relativePath) {
+        resourceCache.invalidate(relativePath);
+    }
+
+    public void clearResourcesCache() {
+        resourceCache.invalidateAll();
+    }
+
     private static String getFileName(String path) {
         return path.endsWith(File.separator) ? (path + StorageConstants.METADATA_FILE_NAME)
                 : (path + File.separator + StorageConstants.METADATA_FILE_NAME);
@@ -275,7 +334,7 @@
         }
     }
 
-    public void setReplicationManager(IReplicationManager replicationManager) {
+    public synchronized void setReplicationManager(IReplicationManager replicationManager) {
         this.replicationManager = replicationManager;
         isReplicationEnabled = replicationManager.isReplicationEnabled();
 
@@ -302,7 +361,7 @@
      *
      * @throws IOException
      */
-    public void deleteStorageData() throws IOException {
+    public synchronized void deleteStorageData() throws IOException {
         for (Path root : storageRoots) {
             final File rootFile = root.toFile();
             if (rootFile.exists()) {
@@ -312,13 +371,13 @@
         createStorageRoots();
     }
 
-    public Set<Integer> getAllPartitions() throws HyracksDataException {
+    public synchronized Set<Integer> getAllPartitions() throws HyracksDataException {
         return loadAndGetAllResources().values().stream().map(LocalResource::getResource)
                 .map(DatasetLocalResource.class::cast).map(DatasetLocalResource::getPartition)
                 .collect(Collectors.toSet());
     }
 
-    public Optional<DatasetResourceReference> getLocalResourceReference(String absoluteFilePath)
+    public synchronized Optional<DatasetResourceReference> getLocalResourceReference(String absoluteFilePath)
             throws HyracksDataException {
         final String localResourcePath = StoragePathUtil.getIndexFileRelativePath(absoluteFilePath);
         final LocalResource lr = get(localResourcePath);
@@ -333,11 +392,12 @@
      * @return The set of indexes files
      * @throws HyracksDataException
      */
-    public Set<File> getPartitionIndexes(int partition) throws HyracksDataException {
+    public synchronized Set<File> getPartitionIndexes(int partition) throws HyracksDataException {
+        Path partitionRoot = getPartitionRoot(partition);
         final Map<Long, LocalResource> partitionResourcesMap = getResources(resource -> {
             DatasetLocalResource dsResource = (DatasetLocalResource) resource.getResource();
             return dsResource.getPartition() == partition;
-        });
+        }, Collections.singletonList(partitionRoot));
         Set<File> indexes = new HashSet<>();
         for (LocalResource localResource : partitionResourcesMap.values()) {
             indexes.add(ioManager.resolve(localResource.getPath()).getFile());
@@ -345,14 +405,25 @@
         return indexes;
     }
 
-    public Map<Long, LocalResource> getPartitionResources(int partition) throws HyracksDataException {
-        return getResources(resource -> {
-            DatasetLocalResource dsResource = (DatasetLocalResource) resource.getResource();
-            return dsResource.getPartition() == partition;
-        });
+    public synchronized Map<Long, LocalResource> getPartitionResources(int partition) throws HyracksDataException {
+        return getResources(r -> true, Collections.singleton(partition));
     }
 
-    public List<String> getPartitionReplicatedFiles(int partition, IReplicationStrategy strategy)
+    public synchronized Map<String, Long> getPartitionReplicatedResources(int partition, IReplicationStrategy strategy)
+            throws HyracksDataException {
+        final Map<String, Long> partitionReplicatedResources = new HashMap<>();
+        final Map<Long, LocalResource> partitionResources = getPartitionResources(partition);
+        for (LocalResource lr : partitionResources.values()) {
+            DatasetLocalResource datasetLocalResource = (DatasetLocalResource) lr.getResource();
+            if (strategy.isMatch(datasetLocalResource.getDatasetId())) {
+                DatasetResourceReference drr = DatasetResourceReference.of(lr);
+                partitionReplicatedResources.put(drr.getFileRelativePath().toString(), lr.getId());
+            }
+        }
+        return partitionReplicatedResources;
+    }
+
+    public synchronized List<String> getPartitionReplicatedFiles(int partition, IReplicationStrategy strategy)
             throws HyracksDataException {
         final List<String> partitionReplicatedFiles = new ArrayList<>();
         final Set<File> replicatedIndexes = new HashSet<>();
@@ -369,7 +440,7 @@
         return partitionReplicatedFiles;
     }
 
-    public long getReplicatedIndexesMaxComponentId(int partition, IReplicationStrategy strategy)
+    public synchronized long getReplicatedIndexesMaxComponentId(int partition, IReplicationStrategy strategy)
             throws HyracksDataException {
         long maxComponentId = LSMComponentId.MIN_VALID_COMPONENT_ID;
         final Map<Long, LocalResource> partitionResources = getPartitionResources(partition);
@@ -405,7 +476,7 @@
         }
     }
 
-    public void cleanup(int partition) throws HyracksDataException {
+    public synchronized void cleanup(int partition) throws HyracksDataException {
         final Set<File> partitionIndexes = getPartitionIndexes(partition);
         try {
             for (File index : partitionIndexes) {
@@ -432,7 +503,7 @@
         return resourcesStats;
     }
 
-    public void deleteCorruptedResources() throws HyracksDataException {
+    public synchronized void deleteCorruptedResources() throws HyracksDataException {
         for (Path root : storageRoots) {
             final Collection<File> metadataMaskFiles = IoUtil.getMatchingFiles(root, METADATA_MASK_FILES_FILTER);
             for (File metadataMaskFile : metadataMaskFiles) {
@@ -531,12 +602,13 @@
         return null;
     }
 
-    public long getDatasetSize(DatasetCopyIdentifier datasetIdentifier) throws HyracksDataException {
+    public long getDatasetSize(DatasetCopyIdentifier datasetIdentifier, Set<Integer> nodePartitions)
+            throws HyracksDataException {
         long totalSize = 0;
         final Map<Long, LocalResource> dataverse = getResources(lr -> {
             final ResourceReference resourceReference = ResourceReference.ofIndex(lr.getPath());
             return datasetIdentifier.isMatch(resourceReference);
-        });
+        }, nodePartitions);
         final List<DatasetResourceReference> allResources =
                 dataverse.values().stream().map(DatasetResourceReference::of).collect(Collectors.toList());
         for (DatasetResourceReference res : allResources) {
@@ -573,4 +645,51 @@
     private static boolean isComponentFile(File indexDir, String fileName) {
         return COMPONENT_FILES_FILTER.accept(indexDir, fileName);
     }
+
+    public List<Path> getStorageRoots() {
+        return storageRoots;
+    }
+
+    public synchronized void keepPartitions(Set<Integer> keepPartitions) {
+        List<File> onDiskPartitions = getOnDiskPartitions();
+        for (File onDiskPartition : onDiskPartitions) {
+            int partitionNum = StoragePathUtil.getPartitionNumFromRelativePath(onDiskPartition.getAbsolutePath());
+            if (!keepPartitions.contains(partitionNum)) {
+                LOGGER.warn("deleting partition {} since it is not on partitions to keep {}", partitionNum,
+                        keepPartitions);
+                FileUtils.deleteQuietly(onDiskPartition);
+            }
+        }
+    }
+
+    public synchronized List<File> getOnDiskPartitions() {
+        List<File> onDiskPartitions = new ArrayList<>();
+        for (Path root : storageRoots) {
+            File[] partitions = root.toFile().listFiles(
+                    (dir, name) -> dir.isDirectory() && name.startsWith(StorageConstants.PARTITION_DIR_PREFIX));
+            if (partitions != null) {
+                onDiskPartitions.addAll(Arrays.asList(partitions));
+            }
+        }
+        return onDiskPartitions;
+    }
+
+    public Path getPartitionRoot(int partition) throws HyracksDataException {
+        Path path =
+                Paths.get(StorageConstants.STORAGE_ROOT_DIR_NAME, StorageConstants.PARTITION_DIR_PREFIX + partition);
+        FileReference resolve = ioManager.resolve(path.toString());
+        return resolve.getFile().toPath();
+    }
+
+    public void deletePartition(int partitionId) {
+        List<File> onDiskPartitions = getOnDiskPartitions();
+        for (File onDiskPartition : onDiskPartitions) {
+            int partitionNum = StoragePathUtil.getPartitionNumFromRelativePath(onDiskPartition.getAbsolutePath());
+            if (partitionNum == partitionId) {
+                LOGGER.warn("deleting partition {}", partitionNum);
+                FileUtils.deleteQuietly(onDiskPartition);
+                return;
+            }
+        }
+    }
 }
diff --git a/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/service/recovery/CheckpointManager.java b/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/service/recovery/CheckpointManager.java
index 6582670..f09248f 100644
--- a/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/service/recovery/CheckpointManager.java
+++ b/asterixdb/asterix-transactions/src/main/java/org/apache/asterix/transaction/management/service/recovery/CheckpointManager.java
@@ -46,7 +46,7 @@
     private static final long NO_SECURED_LSN = -1L;
     private final long datasetCheckpointIntervalNanos;
     private final Map<TxnId, Long> securedLSNs;
-    private boolean suspended = false;
+    private int suspendCount = 0;
 
     public CheckpointManager(ITransactionSubsystem txnSubsystem, CheckpointProperties checkpointProperties) {
         super(txnSubsystem, checkpointProperties);
@@ -84,7 +84,7 @@
         }
         final long minFirstLSN = txnSubsystem.getRecoveryManager().getMinFirstLSN();
         boolean checkpointSucceeded = minFirstLSN >= checkpointTargetLSN;
-        if (!checkpointSucceeded && !suspended) {
+        if (!checkpointSucceeded && !isSuspended()) {
             // Flush datasets with indexes behind target checkpoint LSN
             final IDatasetLifecycleManager dlcm = txnSubsystem.getApplicationContext().getDatasetLifecycleManager();
             dlcm.asyncFlushMatchingIndexes(newLaggingDatasetPredicate(checkpointTargetLSN));
@@ -109,21 +109,25 @@
 
     @Override
     public synchronized void checkpointIdleDatasets() throws HyracksDataException {
-        if (suspended) {
+        if (isSuspended()) {
             return;
         }
         final IDatasetLifecycleManager dlcm = txnSubsystem.getApplicationContext().getDatasetLifecycleManager();
         dlcm.asyncFlushMatchingIndexes(newIdleDatasetPredicate());
     }
 
+    private synchronized boolean isSuspended() {
+        return suspendCount != 0;
+    }
+
     @Override
     public synchronized void suspend() {
-        suspended = true;
+        suspendCount++;
     }
 
     @Override
     public synchronized void resume() {
-        suspended = false;
+        suspendCount--;
     }
 
     private synchronized long getMinSecuredLSN() {
diff --git a/asterixdb/pom.xml b/asterixdb/pom.xml
index f4bca0d..d48eb8a 100644
--- a/asterixdb/pom.xml
+++ b/asterixdb/pom.xml
@@ -21,7 +21,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.apache.asterix</groupId>
   <artifactId>apache-asterixdb</artifactId>
-  <version>0.9.6-SNAPSHOT</version>
+  <version>0.9.8-SNAPSHOT</version>
   <packaging>pom</packaging>
   <url>${implementation.url}</url>
 
@@ -82,14 +82,18 @@
     <skip-npm-touch.stage>none</skip-npm-touch.stage>
 
     <!-- Versions under dependencymanagement or used in many projects via properties -->
-    <algebricks.version>0.3.6-SNAPSHOT</algebricks.version>
-    <hyracks.version>0.3.6-SNAPSHOT</hyracks.version>
-    <hadoop.version>2.8.5</hadoop.version>
+    <algebricks.version>0.3.8-SNAPSHOT</algebricks.version>
+    <hyracks.version>0.3.8-SNAPSHOT</hyracks.version>
+    <hadoop.version>3.3.4</hadoop.version>
     <jacoco.version>0.7.6.201602180812</jacoco.version>
     <log4j.version>2.17.1</log4j.version>
     <awsjavasdk.version>2.17.218</awsjavasdk.version>
-    <azurejavasdk.version>12.12.0</azurejavasdk.version>
-    <parquet.version>1.8.2</parquet.version>
+    <parquet.version>1.12.3</parquet.version>
+    <hadoop-awsjavasdk.version>1.12.109</hadoop-awsjavasdk.version>
+    <azureblobjavasdk.version>12.14.2</azureblobjavasdk.version>
+    <azuredatalakejavasdk.version>12.7.2</azuredatalakejavasdk.version>
+    <gcsjavasdk.version>2.9.0</gcsjavasdk.version>
+    <hadoop-azuresdk.version>8.6.6</hadoop-azuresdk.version>
 
     <implementation.title>Apache AsterixDB - ${project.name}</implementation.title>
     <implementation.url>https://asterixdb.apache.org/</implementation.url>
@@ -613,6 +617,13 @@
           <groupId>org.jvnet.jaxb2.maven2</groupId>
           <artifactId>maven-jaxb2-plugin</artifactId>
           <version>0.14.0</version>
+          <dependencies>
+            <dependency>
+              <groupId>org.glassfish.jaxb</groupId>
+              <artifactId>jaxb-runtime</artifactId>
+              <version>2.3.5</version>
+            </dependency>
+          </dependencies>
         </plugin>
         <plugin>
           <groupId>pl.project13.maven</groupId>
@@ -914,7 +925,6 @@
     <module>asterix-runtime</module>
     <module>asterix-om</module>
     <module>asterix-external-data</module>
-    <module>asterix-hivecompat</module>
     <module>asterix-examples</module>
     <module>asterix-metadata</module>
     <module>asterix-test-framework</module>
@@ -966,6 +976,14 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -977,6 +995,23 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -985,11 +1020,15 @@
         <version>${hadoop.version}</version>
         <exclusions>
           <exclusion>
+            <groupId>com.nimbusds</groupId>
+            <artifactId>nimbus-jose-jwt</artifactId>
+          </exclusion>
+          <exclusion>
             <groupId>commons-logging</groupId>
             <artifactId>commons-logging</artifactId>
           </exclusion>
           <exclusion>
-            <groupId>stax</groupId>
+            <groupId>org.codehaus.woodstox</groupId>
             <artifactId>stax-api</artifactId>
           </exclusion>
           <exclusion>
@@ -1008,6 +1047,43 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>com.fasterxml</groupId>
+            <artifactId>woodstox-core</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>dnsjava</groupId>
+            <artifactId>dnsjava</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.wildfly.openssl</groupId>
+            <artifactId>wildfly-openssl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.jline</groupId>
+            <artifactId>jline</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>javax.ws.rs</groupId>
+            <artifactId>jsr311-api</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1019,6 +1095,14 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1028,9 +1112,30 @@
         <classifier>tests</classifier>
         <exclusions>
           <exclusion>
+            <groupId>com.nimbusds</groupId>
+            <artifactId>nimbus-jose-jwt</artifactId>
+          </exclusion>
+          <exclusion>
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1046,6 +1151,23 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.jline</groupId>
+            <artifactId>jline</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1057,6 +1179,14 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1068,6 +1198,23 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -1084,20 +1231,22 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
-        </exclusions>
-      </dependency>
-      <dependency>
-        <groupId>org.apache.hive</groupId>
-        <artifactId>hive-serde</artifactId>
-        <version>0.13.0</version>
-        <exclusions>
           <exclusion>
-            <groupId>commons-logging</groupId>
-            <artifactId>commons-logging</artifactId>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
           </exclusion>
           <exclusion>
-            <groupId>log4j</groupId>
-            <artifactId>log4j</artifactId>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
           </exclusion>
         </exclusions>
       </dependency>
@@ -1117,36 +1266,6 @@
         <version>1.2</version>
       </dependency>
       <dependency>
-        <groupId>org.apache.hive.shims</groupId>
-        <artifactId>hive-shims-common</artifactId>
-        <version>0.13.0</version>
-        <exclusions>
-          <exclusion>
-            <groupId>commons-logging</groupId>
-            <artifactId>commons-logging</artifactId>
-          </exclusion>
-          <exclusion>
-            <groupId>log4j</groupId>
-            <artifactId>log4j</artifactId>
-          </exclusion>
-        </exclusions>
-      </dependency>
-      <dependency>
-        <groupId>org.apache.hive</groupId>
-        <artifactId>hive-common</artifactId>
-        <version>0.13.0</version>
-        <exclusions>
-          <exclusion>
-            <groupId>commons-logging</groupId>
-            <artifactId>commons-logging</artifactId>
-          </exclusion>
-          <exclusion>
-            <groupId>log4j</groupId>
-            <artifactId>log4j</artifactId>
-          </exclusion>
-        </exclusions>
-      </dependency>
-      <dependency>
         <groupId>org.apache.hyracks</groupId>
         <artifactId>algebricks-common</artifactId>
         <version>${algebricks.version}</version>
@@ -1522,6 +1641,77 @@
       <!-- Azure Blob Storage start -->
       <dependency>
         <groupId>com.azure</groupId>
+        <artifactId>azure-identity</artifactId>
+        <version>1.4.1</version>
+        <exclusions>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-handler</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-handler-proxy</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-codec-http</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-codec-http2</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-buffer</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-common</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-transport</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-transport-native-epoll</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-transport-native-unix-common</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-tcnative-boringssl-static</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-codec-dns</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-transport-native-kqueue</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-resolver</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-resolver-dns</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-resolver-dns-native-macos</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>io.netty</groupId>
+            <artifactId>netty-codec</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>com.azure</groupId>
         <artifactId>azure-storage-blob</artifactId>
         <version>12.14.3</version>
         <exclusions>
@@ -1663,6 +1853,32 @@
         </exclusions>
       </dependency>
       <!-- Azure Blob Storage end -->
+      <!-- Google Cloud Storage start -->
+      <dependency>
+        <groupId>com.google.cloud</groupId>
+        <artifactId>google-cloud-storage</artifactId>
+        <version>${gcsjavasdk.version}</version>
+        <exclusions>
+          <!-- substitute org.apache.tomcat:tomcat-annotations-api, as it has a nicer license -->
+          <exclusion>
+            <groupId>javax.annotation</groupId>
+            <artifactId>javax.annotation-api</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.tomcat</groupId>
+        <artifactId>tomcat-annotations-api</artifactId>
+        <version>10.0.22</version>
+      </dependency>
+      <!-- Google Cloud Storage end -->
+      <!-- Azure Data Lake start -->
+      <dependency>
+        <groupId>com.azure</groupId>
+        <artifactId>azure-storage-file-datalake</artifactId>
+        <version>${azuredatalakejavasdk.version}</version>
+      </dependency>
+      <!-- Azure Data Lake end -->
       <dependency>
         <groupId>org.mindrot</groupId>
         <artifactId>jbcrypt</artifactId>
@@ -1671,17 +1887,17 @@
       <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.8</version>
+        <version>1.9.0</version>
       </dependency>
       <dependency>
         <groupId>org.testcontainers</groupId>
         <artifactId>postgresql</artifactId>
-        <version>1.13.0</version>
+        <version>1.16.2</version>
       </dependency>
       <dependency>
         <groupId>org.postgresql</groupId>
         <artifactId>postgresql</artifactId>
-        <version>42.2.10</version>
+        <version>42.2.24</version>
       </dependency>
       <dependency>
         <groupId>org.apache.httpcomponents</groupId>
@@ -1697,17 +1913,108 @@
         <groupId>org.apache.parquet</groupId>
         <artifactId>parquet-column</artifactId>
         <version>${parquet.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.apache.parquet</groupId>
         <artifactId>parquet-hadoop</artifactId>
         <version>${parquet.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.kitesdk</groupId>
         <artifactId>kite-data-core</artifactId>
         <version>1.1.0</version>
       </dependency>
+      <!-- Hadoop AWS start -->
+      <dependency>
+        <!-- Pick a newer AWS SDK -->
+        <groupId>com.amazonaws</groupId>
+        <artifactId>aws-java-sdk-s3</artifactId>
+        <version>${hadoop-awsjavasdk.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>com.amazonaws</groupId>
+        <artifactId>aws-java-sdk-dynamodb</artifactId>
+        <version>${hadoop-awsjavasdk.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.hadoop</groupId>
+        <artifactId>hadoop-aws</artifactId>
+        <version>${hadoop.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>com.amazonaws</groupId>
+            <artifactId>aws-java-sdk-bundle</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <!-- Hadoop AWS end -->
+      <!-- Hadoop Azure start -->
+      <dependency>
+        <!-- Pick a newer Azure connector -->
+        <groupId>com.microsoft.azure</groupId>
+        <artifactId>azure-storage</artifactId>
+        <version>${hadoop-azuresdk.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.hadoop</groupId>
+        <artifactId>hadoop-azure</artifactId>
+        <version>${hadoop.version}</version>
+        <exclusions>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <!-- Hadoop Azure end -->
+
+      <!-- TODO(htowaileb): removed from hadoop transitively and added separately to avoid CVEs, can
+           be removed once upgraded to hadoop 3.3.4 as it addresses the CVEs -->
+      <dependency>
+        <groupId>org.eclipse.jetty</groupId>
+        <artifactId>jetty-util</artifactId>
+        <version>9.4.48.v20220622</version>
+      </dependency>
+      <dependency>
+        <groupId>org.eclipse.jetty</groupId>
+        <artifactId>jetty-util-ajax</artifactId>
+        <version>9.4.48.v20220622</version>
+      </dependency>
     </dependencies>
   </dependencyManagement>
 
diff --git a/asterixdb/src/main/appended-resources/supplemental-models.xml b/asterixdb/src/main/appended-resources/supplemental-models.xml
index 8458724..5c8bd8a 100644
--- a/asterixdb/src/main/appended-resources/supplemental-models.xml
+++ b/asterixdb/src/main/appended-resources/supplemental-models.xml
@@ -12,6 +12,9 @@
       </licenses>
       <properties>
         <verifiedVersions>1.1.1-dev,1.2.0</verifiedVersions>
+        <license.ignoreMissingEmbeddedNotice>1.2.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreMissingEmbeddedLicense>1.2.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreLicenseOverride>1.2.0</license.ignoreLicenseOverride>
       </properties>
     </project>
   </supplement>
@@ -560,7 +563,7 @@
 
   <!-- software.amazon.eventstream is ALv2, and does not contain any embedded LICENSE or NOTICE file -->
   <!-- license override not needed, ALv2 is specified in its pom.xml -->
-  <!-- see https://github.com/awslabs/aws-eventstream-java -->
+  <!-- see https://github.com/aws/aws-sdk-java -->
   <supplement>
     <project>
       <groupId>software.amazon.eventstream</groupId>
@@ -574,6 +577,81 @@
   </supplement>
   <!-- AWS SDK end -->
 
+  <!-- AWS Hadoop SDK start -->
+  <!-- software.amazon.awssdk is ALv2, and does not contain any embedded LICENSE or NOTICE file -->
+  <!-- license override not needed, ALv2 is specified in its pom.xml -->
+  <!-- see https://github.com/aws/aws-sdk-java-v2/blob/master/LICENSE.txt -->
+  <supplement>
+    <project>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-core</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.109</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.109</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>jmespath-java</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.109</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.109</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-s3</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.109</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.109</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-kms</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.109</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.109</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-dynamodb</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.109</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.109</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- software.amazon.ion is ALv2, and does not contain any embedded LICENSE or NOTICE file -->
+  <!-- license override not needed, ALv2 is specified in its pom.xml -->
+  <!-- see https://github.com/amzn/ion-java -->
+  <supplement>
+    <project>
+      <groupId>software.amazon.ion</groupId>
+      <artifactId>ion-java</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.0.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.0.2</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreNoticeOverride>1.0.2</license.ignoreNoticeOverride>
+      </properties>
+    </project>
+  </supplement>
+  <!-- AWS Hadoop SDK end -->
+
   <!-- com.typesafe.netty is ALv2, and does not contain any embedded LICENSE or NOTICE file -->
   <!-- license override not needed, ALv2 is specified in its pom.xml -->
   <!-- see https://github.com/playframework/netty-reactive-streams -->
@@ -661,6 +739,20 @@
     </project>
   </supplement>
 
+  <!-- com.azure does not contain any embedded LICENSE or NOTICE file -->
+  <!-- see https://github.com/Azure/azure-sdk-for-java -->
+  <supplement>
+    <project>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-storage-file-datalake</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>12.7.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>12.7.2</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>12.7.2</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
   <supplement>
     <project>
       <groupId>com.azure</groupId>
@@ -712,40 +804,81 @@
       </properties>
     </project>
   </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-identity</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.4.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.4.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.4.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.microsoft.azure:msal4j has MIT license embedded in pom.xml and no notice -->
+  <supplement>
+    <project>
+      <groupId>com.microsoft.azure</groupId>
+      <artifactId>msal4j</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.11.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.11.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.11.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.microsoft.azure:msal4j-persistence-extension has MIT license embedded in pom.xml and no notice -->
+  <supplement>
+    <project>
+      <groupId>com.microsoft.azure</groupId>
+      <artifactId>msal4j-persistence-extension</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.1.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.1.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.1.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
   <!-- Azure SDK for Java end -->
 
-  <!-- jackson-datatype-jsr contains embedded license but has no NOTICE -->
+  <!-- Azure SDK for Hadoop start -->
+  <supplement>
+    <project>
+      <groupId>com.microsoft.azure</groupId>
+      <artifactId>azure-storage</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>8.6.6</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>8.6.6</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>8.6.6</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.microsoft.azure</groupId>
+      <artifactId>azure-keyvault-core</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.2.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.2.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.2.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+  <!-- Azure SDK for Hadoop end -->
+
+  <!-- jackson-dataformat-cbor does not contain embedded LICENSE and NOTICE -->
   <!-- See https://github.com/FasterXML/jackson-modules-java8 -->
   <supplement>
     <project>
-      <groupId>com.fasterxml.jackson.datatype</groupId>
-      <artifactId>jackson-datatype-jsr310</artifactId>
+      <groupId>com.fasterxml.jackson.dataformat</groupId>
+      <artifactId>jackson-dataformat-cbor</artifactId>
       <properties>
-        <license.ignoreMissingEmbeddedNotice>2.13.1</license.ignoreMissingEmbeddedNotice>
-      </properties>
-    </project>
-  </supplement>
-
-  <!-- com.fasterxml.woodstox contains embedded license but has no NOTICE -->
-  <!-- See https://github.com/FasterXML/woodstox -->
-  <supplement>
-    <project>
-      <groupId>com.fasterxml.woodstox</groupId>
-      <artifactId>woodstox-core</artifactId>
-      <properties>
-        <license.ignoreMissingEmbeddedNotice>6.2.7</license.ignoreMissingEmbeddedNotice>
-      </properties>
-    </project>
-  </supplement>
-
-  <!-- org.codehaus.woodstox contains embedded license but has no NOTICE -->
-  <!-- See https://github.com/FasterXML/stax2-api -->
-  <supplement>
-    <project>
-      <groupId>org.codehaus.woodstox</groupId>
-      <artifactId>stax2-api</artifactId>
-      <properties>
-        <license.ignoreMissingEmbeddedNotice>4.2.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreMissingEmbeddedLicense>2.12.3</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.12.3</license.ignoreMissingEmbeddedNotice>
       </properties>
     </project>
   </supplement>
@@ -810,6 +943,642 @@
     </project>
   </supplement>
 
+  <!-- com.nimbusds:oauth2-oidc-sdk has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>com.nimbusds</groupId>
+      <artifactId>oauth2-oidc-sdk</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>9.7</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>9.7</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>9.7</license.ignoreLicenseOverride>
+        <license.ignoreNoticeOverride>9.7</license.ignoreNoticeOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.nimbusds:nimbus-jose-jwt has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>com.nimbusds</groupId>
+      <artifactId>nimbus-jose-jwt</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>9.9.3</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>9.9.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.nimbusds:lang-tag has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>com.nimbusds</groupId>
+      <artifactId>lang-tag</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.5</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.5</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.nimbusds:content-type has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>com.nimbusds</groupId>
+      <artifactId>content-type</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2 uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2-dom uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2-dom</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2-jaxb uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2-jaxb</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2-kdb uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2-kdb</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2-kdbx uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2-kdbx</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:KeePassJava2-simple uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>KeePassJava2-simple</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.linguafranca.pwdb:database uses ALv2 and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.linguafranca.pwdb</groupId>
+      <artifactId>database</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.1.4</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.1.4</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.1.4</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- net.minidev:json-smart has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>net.minidev</groupId>
+      <artifactId>json-smart</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.4.7</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.4.7</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- net.minidev:accessors-smart has ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>net.minidev</groupId>
+      <artifactId>accessors-smart</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.4.7</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.4.7</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>org.ow2.asm</groupId>
+      <artifactId>asm</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>9.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>9.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>9.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- GCS SDK for Java start -->
+  <!-- com.google.api has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api</groupId>
+      <artifactId>api-common</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.2.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.2.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.2.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.api:gax-httpjson has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api</groupId>
+      <artifactId>gax-httpjson</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>0.103.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>0.103.2</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>0.103.2</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.api:gax has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api</groupId>
+      <artifactId>gax</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.18.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.18.2</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.18.2</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.api-client uses non-fixed ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api-client</groupId>
+      <artifactId>google-api-client</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.35.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.35.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.35.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- io.opencensus uses non-fixed ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>io.opencensus</groupId>
+      <artifactId>opencensus-api</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>0.31.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>0.31.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>0.31.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- io.opencensus uses non-fixed ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>io.opencensus</groupId>
+      <artifactId>opencensus-contrib-http-util</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>0.31.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>0.31.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>0.31.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.cloud:google-cloud-core is non-fixed ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-core</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.8.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.8.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.8.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.cloud:google-cloud-core-http is non-fixed ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-core-http</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.8.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.8.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.8.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.auth has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.auth</groupId>
+      <artifactId>google-auth-library-credentials</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.7.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.7.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.7.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.auth has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.auth</groupId>
+      <artifactId>google-auth-library-oauth2-http</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.7.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.7.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.7.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- io.grpc:grpc-context uses non-fixed ALv2 and has no NOTICE -->
+  <supplement>
+    <project>
+      <groupId>io.grpc</groupId>
+      <artifactId>grpc-context</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.47.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.47.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.47.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.protobuf has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.protobuf</groupId>
+      <artifactId>protobuf-java-util</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>3.21.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>3.21.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>3.21.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.protobuf has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.protobuf</groupId>
+      <artifactId>protobuf-java</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>3.21.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>3.21.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>3.21.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.threeten has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>org.threeten</groupId>
+      <artifactId>threetenbp</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>1.6.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.http-client is ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.http-client</groupId>
+      <artifactId>google-http-client-jackson2</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.42.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.42.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.http-client is ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.http-client</groupId>
+      <artifactId>google-http-client</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.42.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.42.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.http-client is ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.http-client</groupId>
+      <artifactId>google-http-client-appengine</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.42.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.42.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.http-client is ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.http-client</groupId>
+      <artifactId>google-http-client-apache-v2</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.42.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.42.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.http-client is ALv2 with no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.http-client</groupId>
+      <artifactId>google-http-client-gson</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.42.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.42.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.code.findbugs:jsr305 has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.code.findbugs</groupId>
+      <artifactId>jsr305</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>3.0.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>3.0.2</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>3.0.2</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.code.gson:gson uses non-fixed ALv2 and has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.code.gson</groupId>
+      <artifactId>gson</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.9.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.9.0</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>2.9.0</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.guava:listenablefuture uses non-fixed ALv2 and has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.guava</groupId>
+      <artifactId>listenablefuture</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>9999.0-empty-to-avoid-conflict-with-guava</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>9999.0-empty-to-avoid-conflict-with-guava</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>9999.0-empty-to-avoid-conflict-with-guava</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.checkerframework:checker-compat-qual has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>org.checkerframework</groupId>
+      <artifactId>checker-qual</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>3.22.2</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.auto.value:auto-value-annotations has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.auto.value</groupId>
+      <artifactId>auto-value-annotations</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.9</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.9</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- javax.annotation:javax.annotation-api has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>javax.annotation</groupId>
+      <artifactId>javax.annotation-api</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.3.2</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.3.2</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.apis:google-api-services-storage has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.apis</groupId>
+      <artifactId>google-api-services-storage</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>v1-rev20220608-1.32.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>v1-rev20220608-1.32.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.oauth-client:google-oauth-client uses non-fixed ALv2 and has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.oauth-client</groupId>
+      <artifactId>google-oauth-client</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.34.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.34.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.34.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.api.grpc:proto-google-iam-v1 has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api.grpc</groupId>
+      <artifactId>proto-google-iam-v1</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.4.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.4.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.api.grpc:proto-google-common-protos has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.api.grpc</groupId>
+      <artifactId>proto-google-common-protos</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.9.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.9.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.cloud:google-cloud-storage has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-storage</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.9.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.9.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.google.j2objc:j2objc-annotations has no NOTICE file -->
+  <supplement>
+    <project>
+      <groupId>com.google.j2objc</groupId>
+      <artifactId>j2objc-annotations</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.3</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+  <!-- GCS SDK for Java end -->
+
+  <!-- jackson-datatype-jsr contains embedded license but has no NOTICE -->
+  <!-- See https://github.com/FasterXML/jackson-modules-java8 -->
+  <supplement>
+    <project>
+      <groupId>com.fasterxml.jackson.datatype</groupId>
+      <artifactId>jackson-datatype-jsr310</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>2.13.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.fasterxml.woodstox contains embedded license but has no NOTICE -->
+  <!-- See https://github.com/FasterXML/woodstox -->
+  <supplement>
+    <project>
+      <groupId>com.fasterxml.woodstox</groupId>
+      <artifactId>woodstox-core</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>6.2.7</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.codehaus.woodstox contains embedded license but has no NOTICE -->
+  <!-- See https://github.com/FasterXML/stax2-api -->
+  <supplement>
+    <project>
+      <groupId>org.codehaus.woodstox</groupId>
+      <artifactId>stax2-api</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>4.2.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>stax</groupId>
+      <artifactId>stax-api</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.0.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.0.1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.0.1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- net.java.dev.jna:jna has embedded license but no notice -->
+  <supplement>
+    <project>
+      <groupId>net.java.dev.jna</groupId>
+      <artifactId>jna</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>5.5.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- net.java.dev.jna:jna-platform has embedded license but no notice -->
+  <supplement>
+    <project>
+      <groupId>net.java.dev.jna</groupId>
+      <artifactId>jna-platform</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>5.6.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
   <!-- io.zipkin2:zipkin has embedded license but no notice -->
   <supplement>
     <project>
@@ -842,4 +1611,130 @@
       </properties>
     </project>
   </supplement>
+
+  <!-- com.fasterxml:aalto-xml has embedded license but no notice -->
+  <supplement>
+    <project>
+      <groupId>com.fasterxml</groupId>
+      <artifactId>aalto-xml</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>1.0.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- com.github.stephenc.jcip:jcip-annotations is ALv2 embedded in pom.xml and has no notice -->
+  <supplement>
+    <project>
+      <groupId>com.github.stephenc.jcip</groupId>
+      <artifactId>jcip-annotations</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.0-1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.0-1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.jetbrains:annotations is ALv2 embedded in pom.xml and has no notice -->
+  <supplement>
+    <project>
+      <groupId>org.jetbrains</groupId>
+      <artifactId>annotations</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>15.0</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>15.0</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- org.simpleframework:simple-xml is ALv2 embedded in pom.xml -->
+  <supplement>
+    <project>
+      <groupId>org.simpleframework</groupId>
+      <artifactId>simple-xml</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>2.7.1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>2.7.1</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>com.github.luben</groupId>
+      <artifactId>zstd-jni</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.5.0-1</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.5.0-1</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.5.0-1</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>org.slf4j</groupId>
+      <artifactId>slf4j-reload4j</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.7.36</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.7.36</license.ignoreMissingEmbeddedNotice>
+        <license.ignoreLicenseOverride>1.7.36</license.ignoreLicenseOverride>
+      </properties>
+    </project>
+  </supplement>
+  <!-- Apache Parquet -->
+  <supplement>
+    <project>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-format-structures</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.3</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <supplement>
+    <project>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-common</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedLicense>1.12.3</license.ignoreMissingEmbeddedLicense>
+        <license.ignoreMissingEmbeddedNotice>1.12.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- Contains embedded LICENSE but missing NOTICE -->
+  <supplement>
+    <project>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-column</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>1.12.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- Contains embedded LICENSE but missing NOTICE -->
+  <supplement>
+    <project>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-encoding</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>1.12.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
+
+  <!-- Contains embedded LICENSE but missing NOTICE -->
+  <supplement>
+    <project>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-hadoop</artifactId>
+      <properties>
+        <license.ignoreMissingEmbeddedNotice>1.12.3</license.ignoreMissingEmbeddedNotice>
+      </properties>
+    </project>
+  </supplement>
 </supplementalDataModels>
diff --git a/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-content-type_raw_c6d2701ed5cd57e0f88728c6f3e6303db97c5bcf_COPYRIGHT.txt b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-content-type_raw_c6d2701ed5cd57e0f88728c6f3e6303db97c5bcf_COPYRIGHT.txt
new file mode 100644
index 0000000..e0f0264
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-content-type_raw_c6d2701ed5cd57e0f88728c6f3e6303db97c5bcf_COPYRIGHT.txt
@@ -0,0 +1,14 @@
+Nimbus Content Type
+
+Copyright 2020, Connect2id Ltd.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use
+this file except in compliance with the License. You may obtain a copy of the
+License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed
+under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
diff --git a/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-jose-jwt_raw_50ae2a39a4a6d0dcbf05572af8a581377174ac96_COPYRIGHT.txt b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-jose-jwt_raw_50ae2a39a4a6d0dcbf05572af8a581377174ac96_COPYRIGHT.txt
new file mode 100644
index 0000000..29cdeb1
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-jose-jwt_raw_50ae2a39a4a6d0dcbf05572af8a581377174ac96_COPYRIGHT.txt
@@ -0,0 +1,14 @@
+Nimbus JOSE + JWT
+
+Copyright 2012 - 2020, Connect2id Ltd.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use
+this file except in compliance with the License. You may obtain a copy of the
+License at
+
+   https://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed
+under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
diff --git a/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-language-tags_raw_ead5120f62b5849309069808509b4cc6e57a0841_COPYRIGHT.txt b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-language-tags_raw_ead5120f62b5849309069808509b4cc6e57a0841_COPYRIGHT.txt
new file mode 100644
index 0000000..37a85f6
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_nimbus-language-tags_raw_ead5120f62b5849309069808509b4cc6e57a0841_COPYRIGHT.txt
@@ -0,0 +1,14 @@
+Nimbus Language Tags
+
+Copyright 2012-2016, Connect2id Ltd.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use
+this file except in compliance with the License. You may obtain a copy of the
+License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed
+under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
diff --git a/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_oauth-2.0-sdk-with-openid-connect-extensions_raw_5d13925b57ace092ea5e1131c338f464d85545f4_COPYRIGHT.txt b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_oauth-2.0-sdk-with-openid-connect-extensions_raw_5d13925b57ace092ea5e1131c338f464d85545f4_COPYRIGHT.txt
new file mode 100644
index 0000000..42e4fd7
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/bitbucket.org_connect2id_oauth-2.0-sdk-with-openid-connect-extensions_raw_5d13925b57ace092ea5e1131c338f464d85545f4_COPYRIGHT.txt
@@ -0,0 +1,14 @@
+Nimbus OAuth 2.0 SDK with OpenID Connect extensions
+
+Copyright 2012-2021, Connect2id Ltd and contributors.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use
+this file except in compliance with the License. You may obtain a copy of the
+License at
+
+   https://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed
+under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
+CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
diff --git a/asterixdb/src/main/licenses/content/golang.org_LICENSE.txt b/asterixdb/src/main/licenses/content/golang.org_LICENSE.txt
new file mode 100644
index 0000000..ea5ea89
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/golang.org_LICENSE.txt
@@ -0,0 +1,27 @@
+Copyright (c) 2009 The Go Authors. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+   * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_Azure_azure-sdk-for-java_main_sdk_keyvault_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_Azure_azure-sdk-for-java_main_sdk_keyvault_LICENSE.txt
new file mode 100644
index 0000000..d1ca00f
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_Azure_azure-sdk-for-java_main_sdk_keyvault_LICENSE.txt
@@ -0,0 +1,21 @@
+    MIT License
+
+    Copyright (c) Microsoft Corporation. All rights reserved.
+
+    Permission is hereby granted, free of charge, to any person obtaining a copy
+    of this software and associated documentation files (the "Software"), to deal
+    in the Software without restriction, including without limitation the rights
+    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+    copies of the Software, and to permit persons to whom the Software is
+    furnished to do so, subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included in all
+    copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+    SOFTWARE
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_amzn_ion-java_v1.0.2_NOTICE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_amzn_ion-java_v1.0.2_NOTICE.txt
new file mode 100644
index 0000000..91ea216
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_amzn_ion-java_v1.0.2_NOTICE.txt
@@ -0,0 +1,2 @@
+Amazon Ion Java
+Copyright 2007-2016 Amazon.com, Inc. or its affiliates. All Rights Reserved.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aslom_xpp3_master_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aslom_xpp3_master_LICENSE.txt
new file mode 100644
index 0000000..5d28ee1
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aslom_xpp3_master_LICENSE.txt
@@ -0,0 +1,46 @@
+Indiana University Extreme! Lab Software License
+
+Version 1.1.1
+
+Copyright (c) 2002 Extreme! Lab, Indiana University. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions
+are met:
+
+1. Redistributions of source code must retain the above copyright notice,
+   this list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in
+   the documentation and/or other materials provided with the distribution.
+
+3. The end-user documentation included with the redistribution, if any,
+   must include the following acknowledgment:
+
+  "This product includes software developed by the Indiana University
+  Extreme! Lab (http://www.extreme.indiana.edu/)."
+
+Alternately, this acknowledgment may appear in the software itself,
+if and wherever such third-party acknowledgments normally appear.
+
+4. The names "Indiana Univeristy" and "Indiana Univeristy Extreme! Lab"
+must not be used to endorse or promote products derived from this
+software without prior written permission. For written permission,
+please contact http://www.extreme.indiana.edu/.
+
+5. Products derived from this software may not use "Indiana Univeristy"
+name nor may "Indiana Univeristy" appear in their name, without prior
+written permission of the Indiana University.
+
+THIS SOFTWARE IS PROVIDED "AS IS" AND ANY EXPRESSED OR IMPLIED
+WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
+IN NO EVENT SHALL THE AUTHORS, COPYRIGHT HOLDERS OR ITS CONTRIBUTORS
+BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR
+OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
+ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java-v2_2.17.79_NOTICE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java-v2_2.17.79_NOTICE.txt
new file mode 100644
index 0000000..58d7690
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java-v2_2.17.79_NOTICE.txt
@@ -0,0 +1,25 @@
+AWS SDK for Java 2.0
+Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+This product includes software developed by
+Amazon Technologies, Inc (http://www.amazon.com/).
+
+**********************
+THIRD PARTY COMPONENTS
+**********************
+This software includes third party software subject to the following copyrights:
+- XML parsing and utility functions from JetS3t - Copyright 2006-2009 James Murty.
+- PKCS#1 PEM encoded private key parsing and utility functions from oauth.googlecode.com - Copyright 1998-2010 AOL Inc.
+- Apache Commons Lang - https://github.com/apache/commons-lang
+- Netty Reactive Streams - https://github.com/playframework/netty-reactive-streams
+- Jackson-core - https://github.com/FasterXML/jackson-core
+- Jackson-dataformat-cbor - https://github.com/FasterXML/jackson-dataformats-binary
+
+The licenses for these third party components are included in LICENSE.txt
+
+- For Apache Commons Lang see also this required NOTICE:
+  Apache Commons Lang
+  Copyright 2001-2020 The Apache Software Foundation
+  
+  This product includes software developed at
+  The Apache Software Foundation (https://www.apache.org/).
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java_1.12.109_NOTICE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java_1.12.109_NOTICE.txt
new file mode 100644
index 0000000..797aa3c
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_aws_aws-sdk-java_1.12.109_NOTICE.txt
@@ -0,0 +1,14 @@
+AWS SDK for Java
+Copyright 2010-2014 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+This product includes software developed by
+Amazon Technologies, Inc (http://www.amazon.com/).
+
+**********************
+THIRD PARTY COMPONENTS
+**********************
+This software includes third party software subject to the following copyrights:
+- XML parsing and utility functions from JetS3t - Copyright 2006-2009 James Murty.
+- PKCS#1 PEM encoded private key parsing and utility functions from oauth.googlecode.com - Copyright 1998-2010 AOL Inc.
+
+The licenses for these third party components are included in LICENSE.txt
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_findbugsproject_findbugs_3.0.2_preview2_findbugs_licenses_LICENSE-jsr305.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_findbugsproject_findbugs_3.0.2_preview2_findbugs_licenses_LICENSE-jsr305.txt
new file mode 100644
index 0000000..cbe29d9
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_findbugsproject_findbugs_3.0.2_preview2_findbugs_licenses_LICENSE-jsr305.txt
@@ -0,0 +1,8 @@
+The JSR-305 reference implementation (lib/jsr305.jar) is
+distributed under the terms of the New BSD license:
+
+  http://www.opensource.org/licenses/bsd-license.php
+
+See the JSR-305 home page for more information:
+
+  http://code.google.com/p/jsr-305/
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_google_guava_master_COPYING.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_google_guava_master_COPYING.txt
new file mode 100644
index 0000000..7a4a3ea
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_google_guava_master_COPYING.txt
@@ -0,0 +1,202 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_api-common-java_v2.2.1_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_api-common-java_v2.2.1_LICENSE.txt
new file mode 100644
index 0000000..b442fc4
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_api-common-java_v2.2.1_LICENSE.txt
@@ -0,0 +1,26 @@
+Copyright 2016, Google Inc.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+   * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_gax-java_v2.18.2_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_gax-java_v2.18.2_LICENSE.txt
new file mode 100644
index 0000000..267561b
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_gax-java_v2.18.2_LICENSE.txt
@@ -0,0 +1,27 @@
+Copyright 2016, Google Inc. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+    * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+    * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_google-auth-library-java_v1.7.0_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_google-auth-library-java_v1.7.0_LICENSE.txt
new file mode 100644
index 0000000..2acb3d7
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_googleapis_google-auth-library-java_v1.7.0_LICENSE.txt
@@ -0,0 +1,28 @@
+Copyright 2014, Google Inc. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+
+   * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_grpc_grpc-java_v1.47.0_NOTICE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_grpc_grpc-java_v1.47.0_NOTICE.txt
new file mode 100644
index 0000000..c5d3ec2
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_grpc_grpc-java_v1.47.0_NOTICE.txt
@@ -0,0 +1,62 @@
+Copyright 2014 The gRPC Authors
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+
+-----------------------------------------------------------------------
+
+This product contains a modified portion of 'OkHttp', an open source
+HTTP & SPDY client for Android and Java applications, which can be obtained
+at:
+
+  * LICENSE:
+    * okhttp/third_party/okhttp/LICENSE (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/square/okhttp
+  * LOCATION_IN_GRPC:
+    * okhttp/third_party/okhttp
+
+This product contains a modified portion of 'Envoy', an open source
+cloud-native high-performance edge/middle/service proxy, which can be
+obtained at:
+
+  * LICENSE:
+    * xds/third_party/envoy/LICENSE (Apache License 2.0)
+  * NOTICE:
+    * xds/third_party/envoy/NOTICE
+  * HOMEPAGE:
+    * https://www.envoyproxy.io
+  * LOCATION_IN_GRPC:
+    * xds/third_party/envoy
+
+This product contains a modified portion of 'protoc-gen-validate (PGV)',
+an open source protoc plugin to generate polyglot message validators,
+which can be obtained at:
+
+  * LICENSE:
+    * xds/third_party/protoc-gen-validate/LICENSE (Apache License 2.0)
+  * NOTICE:
+      * xds/third_party/protoc-gen-validate/NOTICE
+  * HOMEPAGE:
+    * https://github.com/envoyproxy/protoc-gen-validate
+  * LOCATION_IN_GRPC:
+    * xds/third_party/protoc-gen-validate
+
+This product contains a modified portion of 'udpa',
+an open source universal data plane API, which can be obtained at:
+
+  * LICENSE:
+    * xds/third_party/udpa/LICENSE (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/cncf/udpa
+  * LOCATION_IN_GRPC:
+    * xds/third_party/udpa
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_javaee_javax.annotation_auto-value-1.8.1_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_javaee_javax.annotation_auto-value-1.8.1_LICENSE.txt
new file mode 100644
index 0000000..68076ad
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_javaee_javax.annotation_auto-value-1.8.1_LICENSE.txt
@@ -0,0 +1,759 @@
+COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.1
+
+1. Definitions.
+
+    1.1. "Contributor" means each individual or entity that creates or
+    contributes to the creation of Modifications.
+
+    1.2. "Contributor Version" means the combination of the Original
+    Software, prior Modifications used by a Contributor (if any), and
+    the Modifications made by that particular Contributor.
+
+    1.3. "Covered Software" means (a) the Original Software, or (b)
+    Modifications, or (c) the combination of files containing Original
+    Software with files containing Modifications, in each case including
+    portions thereof.
+
+    1.4. "Executable" means the Covered Software in any form other than
+    Source Code.
+
+    1.5. "Initial Developer" means the individual or entity that first
+    makes Original Software available under this License.
+
+    1.6. "Larger Work" means a work which combines Covered Software or
+    portions thereof with code not governed by the terms of this License.
+
+    1.7. "License" means this document.
+
+    1.8. "Licensable" means having the right to grant, to the maximum
+    extent possible, whether at the time of the initial grant or
+    subsequently acquired, any and all of the rights conveyed herein.
+
+    1.9. "Modifications" means the Source Code and Executable form of
+    any of the following:
+
+    A. Any file that results from an addition to, deletion from or
+    modification of the contents of a file containing Original Software
+    or previous Modifications;
+
+    B. Any new file that contains any part of the Original Software or
+    previous Modification; or
+
+    C. Any new file that is contributed or otherwise made available
+    under the terms of this License.
+
+    1.10. "Original Software" means the Source Code and Executable form
+    of computer software code that is originally released under this
+    License.
+
+    1.11. "Patent Claims" means any patent claim(s), now owned or
+    hereafter acquired, including without limitation, method, process,
+    and apparatus claims, in any patent Licensable by grantor.
+
+    1.12. "Source Code" means (a) the common form of computer software
+    code in which modifications are made and (b) associated
+    documentation included in or with such code.
+
+    1.13. "You" (or "Your") means an individual or a legal entity
+    exercising rights under, and complying with all of the terms of,
+    this License. For legal entities, "You" includes any entity which
+    controls, is controlled by, or is under common control with You. For
+    purposes of this definition, "control" means (a) the power, direct
+    or indirect, to cause the direction or management of such entity,
+    whether by contract or otherwise, or (b) ownership of more than
+    fifty percent (50%) of the outstanding shares or beneficial
+    ownership of such entity.
+
+2. License Grants.
+
+    2.1. The Initial Developer Grant.
+
+    Conditioned upon Your compliance with Section 3.1 below and subject
+    to third party intellectual property claims, the Initial Developer
+    hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+    (a) under intellectual property rights (other than patent or
+    trademark) Licensable by Initial Developer, to use, reproduce,
+    modify, display, perform, sublicense and distribute the Original
+    Software (or portions thereof), with or without Modifications,
+    and/or as part of a Larger Work; and
+
+    (b) under Patent Claims infringed by the making, using or selling of
+    Original Software, to make, have made, use, practice, sell, and
+    offer for sale, and/or otherwise dispose of the Original Software
+    (or portions thereof).
+
+    (c) The licenses granted in Sections 2.1(a) and (b) are effective on
+    the date Initial Developer first distributes or otherwise makes the
+    Original Software available to a third party under the terms of this
+    License.
+
+    (d) Notwithstanding Section 2.1(b) above, no patent license is
+    granted: (1) for code that You delete from the Original Software, or
+    (2) for infringements caused by: (i) the modification of the
+    Original Software, or (ii) the combination of the Original Software
+    with other software or devices.
+
+    2.2. Contributor Grant.
+
+    Conditioned upon Your compliance with Section 3.1 below and subject
+    to third party intellectual property claims, each Contributor hereby
+    grants You a world-wide, royalty-free, non-exclusive license:
+
+    (a) under intellectual property rights (other than patent or
+    trademark) Licensable by Contributor to use, reproduce, modify,
+    display, perform, sublicense and distribute the Modifications
+    created by such Contributor (or portions thereof), either on an
+    unmodified basis, with other Modifications, as Covered Software
+    and/or as part of a Larger Work; and
+
+    (b) under Patent Claims infringed by the making, using, or selling
+    of Modifications made by that Contributor either alone and/or in
+    combination with its Contributor Version (or portions of such
+    combination), to make, use, sell, offer for sale, have made, and/or
+    otherwise dispose of: (1) Modifications made by that Contributor (or
+    portions thereof); and (2) the combination of Modifications made by
+    that Contributor with its Contributor Version (or portions of such
+    combination).
+
+    (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective
+    on the date Contributor first distributes or otherwise makes the
+    Modifications available to a third party.
+
+    (d) Notwithstanding Section 2.2(b) above, no patent license is
+    granted: (1) for any code that Contributor has deleted from the
+    Contributor Version; (2) for infringements caused by: (i) third
+    party modifications of Contributor Version, or (ii) the combination
+    of Modifications made by that Contributor with other software
+    (except as part of the Contributor Version) or other devices; or (3)
+    under Patent Claims infringed by Covered Software in the absence of
+    Modifications made by that Contributor.
+
+3. Distribution Obligations.
+
+    3.1. Availability of Source Code.
+
+    Any Covered Software that You distribute or otherwise make available
+    in Executable form must also be made available in Source Code form
+    and that Source Code form must be distributed only under the terms
+    of this License. You must include a copy of this License with every
+    copy of the Source Code form of the Covered Software You distribute
+    or otherwise make available. You must inform recipients of any such
+    Covered Software in Executable form as to how they can obtain such
+    Covered Software in Source Code form in a reasonable manner on or
+    through a medium customarily used for software exchange.
+
+    3.2. Modifications.
+
+    The Modifications that You create or to which You contribute are
+    governed by the terms of this License. You represent that You
+    believe Your Modifications are Your original creation(s) and/or You
+    have sufficient rights to grant the rights conveyed by this License.
+
+    3.3. Required Notices.
+
+    You must include a notice in each of Your Modifications that
+    identifies You as the Contributor of the Modification. You may not
+    remove or alter any copyright, patent or trademark notices contained
+    within the Covered Software, or any notices of licensing or any
+    descriptive text giving attribution to any Contributor or the
+    Initial Developer.
+
+    3.4. Application of Additional Terms.
+
+    You may not offer or impose any terms on any Covered Software in
+    Source Code form that alters or restricts the applicable version of
+    this License or the recipients' rights hereunder. You may choose to
+    offer, and to charge a fee for, warranty, support, indemnity or
+    liability obligations to one or more recipients of Covered Software.
+    However, you may do so only on Your own behalf, and not on behalf of
+    the Initial Developer or any Contributor. You must make it
+    absolutely clear that any such warranty, support, indemnity or
+    liability obligation is offered by You alone, and You hereby agree
+    to indemnify the Initial Developer and every Contributor for any
+    liability incurred by the Initial Developer or such Contributor as a
+    result of warranty, support, indemnity or liability terms You offer.
+
+    3.5. Distribution of Executable Versions.
+
+    You may distribute the Executable form of the Covered Software under
+    the terms of this License or under the terms of a license of Your
+    choice, which may contain terms different from this License,
+    provided that You are in compliance with the terms of this License
+    and that the license for the Executable form does not attempt to
+    limit or alter the recipient's rights in the Source Code form from
+    the rights set forth in this License. If You distribute the Covered
+    Software in Executable form under a different license, You must make
+    it absolutely clear that any terms which differ from this License
+    are offered by You alone, not by the Initial Developer or
+    Contributor. You hereby agree to indemnify the Initial Developer and
+    every Contributor for any liability incurred by the Initial
+    Developer or such Contributor as a result of any such terms You offer.
+
+    3.6. Larger Works.
+
+    You may create a Larger Work by combining Covered Software with
+    other code not governed by the terms of this License and distribute
+    the Larger Work as a single product. In such a case, You must make
+    sure the requirements of this License are fulfilled for the Covered
+    Software.
+
+4. Versions of the License.
+
+    4.1. New Versions.
+
+    Oracle is the initial license steward and may publish revised and/or
+    new versions of this License from time to time. Each version will be
+    given a distinguishing version number. Except as provided in Section
+    4.3, no one other than the license steward has the right to modify
+    this License.
+
+    4.2. Effect of New Versions.
+
+    You may always continue to use, distribute or otherwise make the
+    Covered Software available under the terms of the version of the
+    License under which You originally received the Covered Software. If
+    the Initial Developer includes a notice in the Original Software
+    prohibiting it from being distributed or otherwise made available
+    under any subsequent version of the License, You must distribute and
+    make the Covered Software available under the terms of the version
+    of the License under which You originally received the Covered
+    Software. Otherwise, You may also choose to use, distribute or
+    otherwise make the Covered Software available under the terms of any
+    subsequent version of the License published by the license steward.
+
+    4.3. Modified Versions.
+
+    When You are an Initial Developer and You want to create a new
+    license for Your Original Software, You may create and use a
+    modified version of this License if You: (a) rename the license and
+    remove any references to the name of the license steward (except to
+    note that the license differs from this License); and (b) otherwise
+    make it clear that the license contains terms which differ from this
+    License.
+
+5. DISCLAIMER OF WARRANTY.
+
+    COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN "AS IS" BASIS,
+    WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
+    INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE
+    IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR
+    NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF
+    THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE
+    DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY
+    OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING,
+    REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN
+    ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS
+    AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+6. TERMINATION.
+
+    6.1. This License and the rights granted hereunder will terminate
+    automatically if You fail to comply with terms herein and fail to
+    cure such breach within 30 days of becoming aware of the breach.
+    Provisions which, by their nature, must remain in effect beyond the
+    termination of this License shall survive.
+
+    6.2. If You assert a patent infringement claim (excluding
+    declaratory judgment actions) against Initial Developer or a
+    Contributor (the Initial Developer or Contributor against whom You
+    assert such claim is referred to as "Participant") alleging that the
+    Participant Software (meaning the Contributor Version where the
+    Participant is a Contributor or the Original Software where the
+    Participant is the Initial Developer) directly or indirectly
+    infringes any patent, then any and all rights granted directly or
+    indirectly to You by such Participant, the Initial Developer (if the
+    Initial Developer is not the Participant) and all Contributors under
+    Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice
+    from Participant terminate prospectively and automatically at the
+    expiration of such 60 day notice period, unless if within such 60
+    day period You withdraw Your claim with respect to the Participant
+    Software against such Participant either unilaterally or pursuant to
+    a written agreement with Participant.
+
+    6.3. If You assert a patent infringement claim against Participant
+    alleging that the Participant Software directly or indirectly
+    infringes any patent where such claim is resolved (such as by
+    license or settlement) prior to the initiation of patent
+    infringement litigation, then the reasonable value of the licenses
+    granted by such Participant under Sections 2.1 or 2.2 shall be taken
+    into account in determining the amount or value of any payment or
+    license.
+
+    6.4. In the event of termination under Sections 6.1 or 6.2 above,
+    all end user licenses that have been validly granted by You or any
+    distributor hereunder prior to termination (excluding licenses
+    granted to You by any distributor) shall survive termination.
+
+7. LIMITATION OF LIABILITY.
+
+    UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT
+    (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE
+    INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF
+    COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE
+    TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR
+    CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT
+    LIMITATION, DAMAGES FOR LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER
+    FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR
+    LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE
+    POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT
+    APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH
+    PARTY'S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH
+    LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR
+    LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION
+    AND LIMITATION MAY NOT APPLY TO YOU.
+
+8. U.S. GOVERNMENT END USERS.
+
+    The Covered Software is a "commercial item," as that term is defined
+    in 48 C.F.R. 2.101 (Oct. 1995), consisting of "commercial computer
+    software" (as that term is defined at 48 C.F.R. §
+    252.227-7014(a)(1)) and "commercial computer software documentation"
+    as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent
+    with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4
+    (June 1995), all U.S. Government End Users acquire Covered Software
+    with only those rights set forth herein. This U.S. Government Rights
+    clause is in lieu of, and supersedes, any other FAR, DFAR, or other
+    clause or provision that addresses Government rights in computer
+    software under this License.
+
+9. MISCELLANEOUS.
+
+    This License represents the complete agreement concerning subject
+    matter hereof. If any provision of this License is held to be
+    unenforceable, such provision shall be reformed only to the extent
+    necessary to make it enforceable. This License shall be governed by
+    the law of the jurisdiction specified in a notice contained within
+    the Original Software (except to the extent applicable law, if any,
+    provides otherwise), excluding such jurisdiction's conflict-of-law
+    provisions. Any litigation relating to this License shall be subject
+    to the jurisdiction of the courts located in the jurisdiction and
+    venue specified in a notice contained within the Original Software,
+    with the losing party responsible for costs, including, without
+    limitation, court costs and reasonable attorneys' fees and expenses.
+    The application of the United Nations Convention on Contracts for
+    the International Sale of Goods is expressly excluded. Any law or
+    regulation which provides that the language of a contract shall be
+    construed against the drafter shall not apply to this License. You
+    agree that You alone are responsible for compliance with the United
+    States export administration regulations (and the export control
+    laws and regulation of any other countries) when You use, distribute
+    or otherwise make available any Covered Software.
+
+10. RESPONSIBILITY FOR CLAIMS.
+
+    As between Initial Developer and the Contributors, each party is
+    responsible for claims and damages arising, directly or indirectly,
+    out of its utilization of rights under this License and You agree to
+    work with Initial Developer and Contributors to distribute such
+    responsibility on an equitable basis. Nothing herein is intended or
+    shall be deemed to constitute any admission of liability.
+
+------------------------------------------------------------------------
+
+NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION
+LICENSE (CDDL)
+
+The code released under the CDDL shall be governed by the laws of the
+State of California (excluding conflict-of-law provisions). Any
+litigation relating to this License shall be subject to the jurisdiction
+of the Federal Courts of the Northern District of California and the
+state courts of the State of California, with venue lying in Santa Clara
+County, California.
+
+
+
+  The GNU General Public License (GPL) Version 2, June 1991
+
+Copyright (C) 1989, 1991 Free Software Foundation, Inc.
+51 Franklin Street, Fifth Floor
+Boston, MA 02110-1335
+USA
+
+Everyone is permitted to copy and distribute verbatim copies
+of this license document, but changing it is not allowed.
+
+Preamble
+
+The licenses for most software are designed to take away your freedom to
+share and change it. By contrast, the GNU General Public License is
+intended to guarantee your freedom to share and change free software--to
+make sure the software is free for all its users. This General Public
+License applies to most of the Free Software Foundation's software and
+to any other program whose authors commit to using it. (Some other Free
+Software Foundation software is covered by the GNU Library General
+Public License instead.) You can apply it to your programs, too.
+
+When we speak of free software, we are referring to freedom, not price.
+Our General Public Licenses are designed to make sure that you have the
+freedom to distribute copies of free software (and charge for this
+service if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs; and that you know you can do these things.
+
+To protect your rights, we need to make restrictions that forbid anyone
+to deny you these rights or to ask you to surrender the rights. These
+restrictions translate to certain responsibilities for you if you
+distribute copies of the software, or if you modify it.
+
+For example, if you distribute copies of such a program, whether gratis
+or for a fee, you must give the recipients all the rights that you have.
+You must make sure that they, too, receive or can get the source code.
+And you must show them these terms so they know their rights.
+
+We protect your rights with two steps: (1) copyright the software, and
+(2) offer you this license which gives you legal permission to copy,
+distribute and/or modify the software.
+
+Also, for each author's protection and ours, we want to make certain
+that everyone understands that there is no warranty for this free
+software. If the software is modified by someone else and passed on, we
+want its recipients to know that what they have is not the original, so
+that any problems introduced by others will not reflect on the original
+authors' reputations.
+
+Finally, any free program is threatened constantly by software patents.
+We wish to avoid the danger that redistributors of a free program will
+individually obtain patent licenses, in effect making the program
+proprietary. To prevent this, we have made it clear that any patent must
+be licensed for everyone's free use or not licensed at all.
+
+The precise terms and conditions for copying, distribution and
+modification follow.
+
+TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
+
+0. This License applies to any program or other work which contains a
+notice placed by the copyright holder saying it may be distributed under
+the terms of this General Public License. The "Program", below, refers
+to any such program or work, and a "work based on the Program" means
+either the Program or any derivative work under copyright law: that is
+to say, a work containing the Program or a portion of it, either
+verbatim or with modifications and/or translated into another language.
+(Hereinafter, translation is included without limitation in the term
+"modification".) Each licensee is addressed as "you".
+
+Activities other than copying, distribution and modification are not
+covered by this License; they are outside its scope. The act of running
+the Program is not restricted, and the output from the Program is
+covered only if its contents constitute a work based on the Program
+(independent of having been made by running the Program). Whether that
+is true depends on what the Program does.
+
+1. You may copy and distribute verbatim copies of the Program's source
+code as you receive it, in any medium, provided that you conspicuously
+and appropriately publish on each copy an appropriate copyright notice
+and disclaimer of warranty; keep intact all the notices that refer to
+this License and to the absence of any warranty; and give any other
+recipients of the Program a copy of this License along with the Program.
+
+You may charge a fee for the physical act of transferring a copy, and
+you may at your option offer warranty protection in exchange for a fee.
+
+2. You may modify your copy or copies of the Program or any portion of
+it, thus forming a work based on the Program, and copy and distribute
+such modifications or work under the terms of Section 1 above, provided
+that you also meet all of these conditions:
+
+    a) You must cause the modified files to carry prominent notices
+    stating that you changed the files and the date of any change.
+
+    b) You must cause any work that you distribute or publish, that in
+    whole or in part contains or is derived from the Program or any part
+    thereof, to be licensed as a whole at no charge to all third parties
+    under the terms of this License.
+
+    c) If the modified program normally reads commands interactively
+    when run, you must cause it, when started running for such
+    interactive use in the most ordinary way, to print or display an
+    announcement including an appropriate copyright notice and a notice
+    that there is no warranty (or else, saying that you provide a
+    warranty) and that users may redistribute the program under these
+    conditions, and telling the user how to view a copy of this License.
+    (Exception: if the Program itself is interactive but does not
+    normally print such an announcement, your work based on the Program
+    is not required to print an announcement.)
+
+These requirements apply to the modified work as a whole. If
+identifiable sections of that work are not derived from the Program, and
+can be reasonably considered independent and separate works in
+themselves, then this License, and its terms, do not apply to those
+sections when you distribute them as separate works. But when you
+distribute the same sections as part of a whole which is a work based on
+the Program, the distribution of the whole must be on the terms of this
+License, whose permissions for other licensees extend to the entire
+whole, and thus to each and every part regardless of who wrote it.
+
+Thus, it is not the intent of this section to claim rights or contest
+your rights to work written entirely by you; rather, the intent is to
+exercise the right to control the distribution of derivative or
+collective works based on the Program.
+
+In addition, mere aggregation of another work not based on the Program
+with the Program (or with a work based on the Program) on a volume of a
+storage or distribution medium does not bring the other work under the
+scope of this License.
+
+3. You may copy and distribute the Program (or a work based on it,
+under Section 2) in object code or executable form under the terms of
+Sections 1 and 2 above provided that you also do one of the following:
+
+    a) Accompany it with the complete corresponding machine-readable
+    source code, which must be distributed under the terms of Sections 1
+    and 2 above on a medium customarily used for software interchange; or,
+
+    b) Accompany it with a written offer, valid for at least three
+    years, to give any third party, for a charge no more than your cost
+    of physically performing source distribution, a complete
+    machine-readable copy of the corresponding source code, to be
+    distributed under the terms of Sections 1 and 2 above on a medium
+    customarily used for software interchange; or,
+
+    c) Accompany it with the information you received as to the offer to
+    distribute corresponding source code. (This alternative is allowed
+    only for noncommercial distribution and only if you received the
+    program in object code or executable form with such an offer, in
+    accord with Subsection b above.)
+
+The source code for a work means the preferred form of the work for
+making modifications to it. For an executable work, complete source code
+means all the source code for all modules it contains, plus any
+associated interface definition files, plus the scripts used to control
+compilation and installation of the executable. However, as a special
+exception, the source code distributed need not include anything that is
+normally distributed (in either source or binary form) with the major
+components (compiler, kernel, and so on) of the operating system on
+which the executable runs, unless that component itself accompanies the
+executable.
+
+If distribution of executable or object code is made by offering access
+to copy from a designated place, then offering equivalent access to copy
+the source code from the same place counts as distribution of the source
+code, even though third parties are not compelled to copy the source
+along with the object code.
+
+4. You may not copy, modify, sublicense, or distribute the Program
+except as expressly provided under this License. Any attempt otherwise
+to copy, modify, sublicense or distribute the Program is void, and will
+automatically terminate your rights under this License. However, parties
+who have received copies, or rights, from you under this License will
+not have their licenses terminated so long as such parties remain in
+full compliance.
+
+5. You are not required to accept this License, since you have not
+signed it. However, nothing else grants you permission to modify or
+distribute the Program or its derivative works. These actions are
+prohibited by law if you do not accept this License. Therefore, by
+modifying or distributing the Program (or any work based on the
+Program), you indicate your acceptance of this License to do so, and all
+its terms and conditions for copying, distributing or modifying the
+Program or works based on it.
+
+6. Each time you redistribute the Program (or any work based on the
+Program), the recipient automatically receives a license from the
+original licensor to copy, distribute or modify the Program subject to
+these terms and conditions. You may not impose any further restrictions
+on the recipients' exercise of the rights granted herein. You are not
+responsible for enforcing compliance by third parties to this License.
+
+7. If, as a consequence of a court judgment or allegation of patent
+infringement or for any other reason (not limited to patent issues),
+conditions are imposed on you (whether by court order, agreement or
+otherwise) that contradict the conditions of this License, they do not
+excuse you from the conditions of this License. If you cannot distribute
+so as to satisfy simultaneously your obligations under this License and
+any other pertinent obligations, then as a consequence you may not
+distribute the Program at all. For example, if a patent license would
+not permit royalty-free redistribution of the Program by all those who
+receive copies directly or indirectly through you, then the only way you
+could satisfy both it and this License would be to refrain entirely from
+distribution of the Program.
+
+If any portion of this section is held invalid or unenforceable under
+any particular circumstance, the balance of the section is intended to
+apply and the section as a whole is intended to apply in other
+circumstances.
+
+It is not the purpose of this section to induce you to infringe any
+patents or other property right claims or to contest validity of any
+such claims; this section has the sole purpose of protecting the
+integrity of the free software distribution system, which is implemented
+by public license practices. Many people have made generous
+contributions to the wide range of software distributed through that
+system in reliance on consistent application of that system; it is up to
+the author/donor to decide if he or she is willing to distribute
+software through any other system and a licensee cannot impose that choice.
+
+This section is intended to make thoroughly clear what is believed to be
+a consequence of the rest of this License.
+
+8. If the distribution and/or use of the Program is restricted in
+certain countries either by patents or by copyrighted interfaces, the
+original copyright holder who places the Program under this License may
+add an explicit geographical distribution limitation excluding those
+countries, so that distribution is permitted only in or among countries
+not thus excluded. In such case, this License incorporates the
+limitation as if written in the body of this License.
+
+9. The Free Software Foundation may publish revised and/or new
+versions of the General Public License from time to time. Such new
+versions will be similar in spirit to the present version, but may
+differ in detail to address new problems or concerns.
+
+Each version is given a distinguishing version number. If the Program
+specifies a version number of this License which applies to it and "any
+later version", you have the option of following the terms and
+conditions either of that version or of any later version published by
+the Free Software Foundation. If the Program does not specify a version
+number of this License, you may choose any version ever published by the
+Free Software Foundation.
+
+10. If you wish to incorporate parts of the Program into other free
+programs whose distribution conditions are different, write to the
+author to ask for permission. For software which is copyrighted by the
+Free Software Foundation, write to the Free Software Foundation; we
+sometimes make exceptions for this. Our decision will be guided by the
+two goals of preserving the free status of all derivatives of our free
+software and of promoting the sharing and reuse of software generally.
+
+NO WARRANTY
+
+11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO
+WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW.
+EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR
+OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY OF ANY KIND,
+EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE
+ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH
+YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL
+NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
+WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY
+AND/OR REDISTRIBUTE THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR
+DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL
+DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE PROGRAM
+(INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED
+INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF
+THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR
+OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+END OF TERMS AND CONDITIONS
+
+How to Apply These Terms to Your New Programs
+
+If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+To do so, attach the following notices to the program. It is safest to
+attach them to the start of each source file to most effectively convey
+the exclusion of warranty; and each file should have at least the
+"copyright" line and a pointer to where the full notice is found.
+
+    One line to give the program's name and a brief idea of what it does.
+    Copyright (C) <year> <name of author>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation; either version 2 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful, but
+    WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+    General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program; if not, write to the Free Software
+    Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1335 USA
+
+Also add information on how to contact you by electronic and paper mail.
+
+If the program is interactive, make it output a short notice like this
+when it starts in an interactive mode:
+
+    Gnomovision version 69, Copyright (C) year name of author
+    Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type
+    `show w'. This is free software, and you are welcome to redistribute
+    it under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the
+appropriate parts of the General Public License. Of course, the commands
+you use may be called something other than `show w' and `show c'; they
+could even be mouse-clicks or menu items--whatever suits your program.
+
+You should also get your employer (if you work as a programmer) or your
+school, if any, to sign a "copyright disclaimer" for the program, if
+necessary. Here is a sample; alter the names:
+
+    Yoyodyne, Inc., hereby disclaims all copyright interest in the
+    program `Gnomovision' (which makes passes at compilers) written by
+    James Hacker.
+
+    signature of Ty Coon, 1 April 1989
+    Ty Coon, President of Vice
+
+This General Public License does not permit incorporating your program
+into proprietary programs. If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications
+with the library. If this is what you want to do, use the GNU Library
+General Public License instead of this License.
+
+#
+
+Certain source files distributed by Oracle America, Inc. and/or its
+affiliates are subject to the following clarification and special
+exception to the GPLv2, based on the GNU Project exception for its
+Classpath libraries, known as the GNU Classpath Exception, but only
+where Oracle has expressly included in the particular source file's
+header the words "Oracle designates this particular file as subject to
+the "Classpath" exception as provided by Oracle in the LICENSE file
+that accompanied this code."
+
+You should also note that Oracle includes multiple, independent
+programs in this software package. Some of those programs are provided
+under licenses deemed incompatible with the GPLv2 by the Free Software
+Foundation and others.  For example, the package includes programs
+licensed under the Apache License, Version 2.0.  Such programs are
+licensed to you under their original licenses.
+
+Oracle facilitates your further distribution of this package by adding
+the Classpath Exception to the necessary parts of its GPLv2 code, which
+permits you to use that code in combination with other independent
+modules not licensed under the GPLv2.  However, note that this would
+not permit you to commingle code under an incompatible license with
+Oracle's GPLv2 licensed code by, for example, cutting and pasting such
+code into a file also containing Oracle's GPLv2 licensed code and then
+distributing the result.  Additionally, if you were to remove the
+Classpath Exception from any of the files to which it applies and
+distribute the result, you would likely be required to license some or
+all of the other code in that distribution under the GPLv2 as well, and
+since the GPLv2 is incompatible with the license terms of some items
+included in the distribution by Oracle, removing the Classpath
+Exception could therefore effectively compromise your ability to
+further distribute the package.
+
+Proceed with caution and we recommend that you obtain the advice of a
+lawyer skilled in open source matters before removing the Classpath
+Exception or making modifications to this package which may
+subsequently be redistributed and/or involve the use of third party
+software.
+
+CLASSPATH EXCEPTION
+Linking this library statically or dynamically with other modules is
+making a combined work based on this library.  Thus, the terms and
+conditions of the GNU General Public License version 2 cover the whole
+combination.
+
+As a special exception, the copyright holders of this library give you
+permission to link this library with independent modules to produce an
+executable, regardless of the license terms of these independent
+modules, and to copy and distribute the resulting executable under
+terms of your choice, provided that you also meet, for each linked
+independent module, the terms and conditions of the license of that
+module.  An independent module is a module which is not derived from or
+based on this library.  If you modify this library, you may extend this
+exception to your version of the library, but you are not obligated to
+do so.  If you do not wish to do so, delete this exception statement
+from your version.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_llbit_ow2-asm_master_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_llbit_ow2-asm_master_LICENSE.txt
new file mode 100644
index 0000000..ed44300
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_llbit_ow2-asm_master_LICENSE.txt
@@ -0,0 +1,28 @@
+
+ ASM: a very small and fast Java bytecode manipulation framework
+ Copyright (c) 2000-2011 INRIA, France Telecom
+ All rights reserved.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions
+ are met:
+ 1. Redistributions of source code must retain the above copyright
+    notice, this list of conditions and the following disclaimer.
+ 2. Redistributions in binary form must reproduce the above copyright
+    notice, this list of conditions and the following disclaimer in the
+    documentation and/or other materials provided with the distribution.
+ 3. Neither the name of the copyright holders nor the names of its
+    contributors may be used to endorse or promote products derived from
+    this software without specific prior written permission.
+
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_luben_zstd-jni_v1.5.0-1_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_luben_zstd-jni_v1.5.0-1_LICENSE.txt
new file mode 100644
index 0000000..7bdccb6
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_luben_zstd-jni_v1.5.0-1_LICENSE.txt
@@ -0,0 +1,26 @@
+Zstd-jni: JNI bindings to Zstd Library
+
+Copyright (c) 2015-present, Luben Karavelov/ All rights reserved.
+
+BSD License
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice, this
+  list of conditions and the following disclaimer in the documentation and/or
+  other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_netty_netty-tcnative_netty-tcnative-parent-2.0.46.Final_NOTICE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_netty_netty-tcnative_netty-tcnative-parent-2.0.46.Final_NOTICE.txt
new file mode 100644
index 0000000..23dcbe3
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_netty_netty-tcnative_netty-tcnative-parent-2.0.46.Final_NOTICE.txt
@@ -0,0 +1,51 @@
+                          The Netty Project
+                            =================
+
+Please visit the Netty web site for more information:
+
+  * http://netty.io/
+
+Copyright 2016 The Netty Project
+
+The Netty Project licenses this file to you under the Apache License,
+version 2.0 (the "License"); you may not use this file except in compliance
+with the License. You may obtain a copy of the License at:
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+License for the specific language governing permissions and limitations
+under the License.
+
+-------------------------------------------------------------------------------
+This product contains a forked and modified version of Tomcat Native
+
+  * LICENSE:
+    * license/LICENSE.tomcat-native.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * http://tomcat.apache.org/native-doc/
+    * https://svn.apache.org/repos/asf/tomcat/native/
+
+This product contains the Maven wrapper scripts from 'Maven Wrapper', that provides an easy way to ensure a user has everything necessary to run the Maven build.
+
+  * LICENSE:
+    * license/LICENSE.mvn-wrapper.txt (Apache License 2.0)
+  * HOMEPAGE:
+    * https://github.com/takari/maven-wrapper
+
+This product contains small piece of code to support AIX, taken from netbsd.
+
+  * LICENSE:
+    * license/LICENSE.aix-netbsd.txt (OpenSSL License)
+  * HOMEPAGE:
+    * https://ftp.netbsd.org/pub/NetBSD/NetBSD-current/src/crypto/external/bsd/openssl/dist
+
+
+This product contains code from boringssl.
+
+  * LICENSE (Combination ISC and OpenSSL license)
+    * license/LICENSE.boringssl.txt (Combination ISC and OpenSSL license)
+  * HOMEPAGE:
+    * https://boringssl.googlesource.com/boringssl/
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_protocolbuffers_protobuf_v3.21.1_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_protocolbuffers_protobuf_v3.21.1_LICENSE.txt
new file mode 100644
index 0000000..19b305b
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_protocolbuffers_protobuf_v3.21.1_LICENSE.txt
@@ -0,0 +1,32 @@
+Copyright 2008 Google Inc.  All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+    * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+    * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+Code generated by the Protocol Buffer compiler is owned by the owner
+of the input file used when generating it.  This code is not
+standalone and requires a support library to be linked with it.  This
+support library is itself covered by the above license.
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_qos-ch_slf4j_v_1.7.36_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_qos-ch_slf4j_v_1.7.36_LICENSE.txt
new file mode 100644
index 0000000..f687729
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_qos-ch_slf4j_v_1.7.36_LICENSE.txt
@@ -0,0 +1,21 @@
+Copyright (c) 2004-2022 QOS.ch Sarl (Switzerland)
+All rights reserved.
+
+Permission is hereby granted, free  of charge, to any person obtaining
+a  copy  of this  software  and  associated  documentation files  (the
+"Software"), to  deal in  the Software without  restriction, including
+without limitation  the rights to  use, copy, modify,  merge, publish,
+distribute,  sublicense, and/or sell  copies of  the Software,  and to
+permit persons to whom the Software  is furnished to do so, subject to
+the following conditions:
+
+The  above  copyright  notice  and  this permission  notice  shall  be
+included in all copies or substantial portions of the Software.
+
+THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_reactive-streams_reactive-streams-jvm_v1.0.3_COPYING.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_reactive-streams_reactive-streams-jvm_v1.0.3_COPYING.txt
new file mode 100644
index 0000000..1625c17
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_reactive-streams_reactive-streams-jvm_v1.0.3_COPYING.txt
@@ -0,0 +1,121 @@
+Creative Commons Legal Code
+
+CC0 1.0 Universal
+
+    CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE
+    LEGAL SERVICES. DISTRIBUTION OF THIS DOCUMENT DOES NOT CREATE AN
+    ATTORNEY-CLIENT RELATIONSHIP. CREATIVE COMMONS PROVIDES THIS
+    INFORMATION ON AN "AS-IS" BASIS. CREATIVE COMMONS MAKES NO WARRANTIES
+    REGARDING THE USE OF THIS DOCUMENT OR THE INFORMATION OR WORKS
+    PROVIDED HEREUNDER, AND DISCLAIMS LIABILITY FOR DAMAGES RESULTING FROM
+    THE USE OF THIS DOCUMENT OR THE INFORMATION OR WORKS PROVIDED
+    HEREUNDER.
+
+Statement of Purpose
+
+The laws of most jurisdictions throughout the world automatically confer
+exclusive Copyright and Related Rights (defined below) upon the creator
+and subsequent owner(s) (each and all, an "owner") of an original work of
+authorship and/or a database (each, a "Work").
+
+Certain owners wish to permanently relinquish those rights to a Work for
+the purpose of contributing to a commons of creative, cultural and
+scientific works ("Commons") that the public can reliably and without fear
+of later claims of infringement build upon, modify, incorporate in other
+works, reuse and redistribute as freely as possible in any form whatsoever
+and for any purposes, including without limitation commercial purposes.
+These owners may contribute to the Commons to promote the ideal of a free
+culture and the further production of creative, cultural and scientific
+works, or to gain reputation or greater distribution for their Work in
+part through the use and efforts of others.
+
+For these and/or other purposes and motivations, and without any
+expectation of additional consideration or compensation, the person
+associating CC0 with a Work (the "Affirmer"), to the extent that he or she
+is an owner of Copyright and Related Rights in the Work, voluntarily
+elects to apply CC0 to the Work and publicly distribute the Work under its
+terms, with knowledge of his or her Copyright and Related Rights in the
+Work and the meaning and intended legal effect of CC0 on those rights.
+
+1. Copyright and Related Rights. A Work made available under CC0 may be
+protected by copyright and related or neighboring rights ("Copyright and
+Related Rights"). Copyright and Related Rights include, but are not
+limited to, the following:
+
+  i. the right to reproduce, adapt, distribute, perform, display,
+     communicate, and translate a Work;
+ ii. moral rights retained by the original author(s) and/or performer(s);
+iii. publicity and privacy rights pertaining to a person's image or
+     likeness depicted in a Work;
+ iv. rights protecting against unfair competition in regards to a Work,
+     subject to the limitations in paragraph 4(a), below;
+  v. rights protecting the extraction, dissemination, use and reuse of data
+     in a Work;
+ vi. database rights (such as those arising under Directive 96/9/EC of the
+     European Parliament and of the Council of 11 March 1996 on the legal
+     protection of databases, and under any national implementation
+     thereof, including any amended or successor version of such
+     directive); and
+vii. other similar, equivalent or corresponding rights throughout the
+     world based on applicable law or treaty, and any national
+     implementations thereof.
+
+2. Waiver. To the greatest extent permitted by, but not in contravention
+of, applicable law, Affirmer hereby overtly, fully, permanently,
+irrevocably and unconditionally waives, abandons, and surrenders all of
+Affirmer's Copyright and Related Rights and associated claims and causes
+of action, whether now known or unknown (including existing as well as
+future claims and causes of action), in the Work (i) in all territories
+worldwide, (ii) for the maximum duration provided by applicable law or
+treaty (including future time extensions), (iii) in any current or future
+medium and for any number of copies, and (iv) for any purpose whatsoever,
+including without limitation commercial, advertising or promotional
+purposes (the "Waiver"). Affirmer makes the Waiver for the benefit of each
+member of the public at large and to the detriment of Affirmer's heirs and
+successors, fully intending that such Waiver shall not be subject to
+revocation, rescission, cancellation, termination, or any other legal or
+equitable action to disrupt the quiet enjoyment of the Work by the public
+as contemplated by Affirmer's express Statement of Purpose.
+
+3. Public License Fallback. Should any part of the Waiver for any reason
+be judged legally invalid or ineffective under applicable law, then the
+Waiver shall be preserved to the maximum extent permitted taking into
+account Affirmer's express Statement of Purpose. In addition, to the
+extent the Waiver is so judged Affirmer hereby grants to each affected
+person a royalty-free, non transferable, non sublicensable, non exclusive,
+irrevocable and unconditional license to exercise Affirmer's Copyright and
+Related Rights in the Work (i) in all territories worldwide, (ii) for the
+maximum duration provided by applicable law or treaty (including future
+time extensions), (iii) in any current or future medium and for any number
+of copies, and (iv) for any purpose whatsoever, including without
+limitation commercial, advertising or promotional purposes (the
+"License"). The License shall be deemed effective as of the date CC0 was
+applied by Affirmer to the Work. Should any part of the License for any
+reason be judged legally invalid or ineffective under applicable law, such
+partial invalidity or ineffectiveness shall not invalidate the remainder
+of the License, and in such case Affirmer hereby affirms that he or she
+will not (i) exercise any of his or her remaining Copyright and Related
+Rights in the Work or (ii) assert any associated claims and causes of
+action with respect to the Work, in either case contrary to Affirmer's
+express Statement of Purpose.
+
+4. Limitations and Disclaimers.
+
+ a. No trademark or patent rights held by Affirmer are waived, abandoned,
+    surrendered, licensed or otherwise affected by this document.
+ b. Affirmer offers the Work as-is and makes no representations or
+    warranties of any kind concerning the Work, express, implied,
+    statutory or otherwise, including without limitation warranties of
+    title, merchantability, fitness for a particular purpose, non
+    infringement, or the absence of latent or other defects, accuracy, or
+    the present or absence of errors, whether or not discoverable, all to
+    the greatest extent permissible under applicable law.
+ c. Affirmer disclaims responsibility for clearing rights of other persons
+    that may apply to the Work or any use thereof, including without
+    limitation any person's Copyright and Related Rights in the Work.
+    Further, Affirmer disclaims responsibility for obtaining any necessary
+    consents, permissions or other rights required for any use of the
+    Work.
+ d. Affirmer understands and acknowledges that Creative Commons is not a
+    party to this document and has no duty or obligation with respect to
+    this CC0 or use of the Work.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_rtyley_spongycastle_sc-v1.54.0.0_LICENSE.html.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_rtyley_spongycastle_sc-v1.54.0.0_LICENSE.html.txt
new file mode 100644
index 0000000..6670b4b
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_rtyley_spongycastle_sc-v1.54.0.0_LICENSE.html.txt
@@ -0,0 +1,17 @@
+Copyright (c) 2000-2015 The Legion of the Bouncy Castle Inc. (http://www.bouncycastle.org)
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software
+and associated documentation files (the "Software"), to deal in the Software without restriction,
+including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense,
+and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so,
+subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial
+portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
+INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR
+PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+DEALINGS IN THE SOFTWARE.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/raw.githubusercontent.com_typetools_checker-framework_checker-framework-2.5.5_LICENSE.txt b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_typetools_checker-framework_checker-framework-2.5.5_LICENSE.txt
new file mode 100644
index 0000000..d542ab3
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/raw.githubusercontent.com_typetools_checker-framework_checker-framework-2.5.5_LICENSE.txt
@@ -0,0 +1,413 @@
+The Checker Framework
+Copyright 2004-present by the Checker Framework developers
+
+
+Most of the Checker Framework is licensed under the GNU General Public
+License, version 2 (GPL2), with the classpath exception.  The text of this
+license appears below.  This is the same license used for OpenJDK.
+
+A few parts of the Checker Framework have more permissive licenses, notably
+the parts that you might want to include with your own program.
+
+ * The annotations and utility files are licensed under the MIT License.
+   (The text of this license also appears below.)  This applies to
+   checker-qual*.jar and checker-util.jar and all the files that appear in
+   them, which is all files in checker-qual and checker-util directories.
+   It also applies to the cleanroom implementations of
+   third-party annotations (in checker/src/testannotations/,
+   framework/src/main/java/org/jmlspecs/, and
+   framework/src/main/java/com/google/).
+
+The Checker Framework includes annotations for some libraries.  Those in
+.astub files use the MIT License.  Those in https://github.com/typetools/jdk
+(which appears in the annotated-jdk directory of file checker.jar) use the
+GPL2 license.
+
+Some external libraries that are included with the Checker Framework
+distribution have different licenses.  Here are some examples.
+
+ * JavaParser is dual licensed under the LGPL or the Apache license -- you
+   may use it under whichever one you want.  (The JavaParser source code
+   contains a file with the text of the GPL, but it is not clear why, since
+   JavaParser does not use the GPL.)  See
+   https://github.com/typetools/stubparser .
+
+ * Annotation Tools (https://github.com/typetools/annotation-tools) uses
+   the MIT license.
+
+ * Libraries in plume-lib (https://github.com/plume-lib/) are licensed
+   under the MIT License.
+
+===========================================================================
+
+The GNU General Public License (GPL)
+
+Version 2, June 1991
+
+Copyright (C) 1989, 1991 Free Software Foundation, Inc.
+59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
+
+Everyone is permitted to copy and distribute verbatim copies of this license
+document, but changing it is not allowed.
+
+Preamble
+
+The licenses for most software are designed to take away your freedom to share
+and change it.  By contrast, the GNU General Public License is intended to
+guarantee your freedom to share and change free software--to make sure the
+software is free for all its users.  This General Public License applies to
+most of the Free Software Foundation's software and to any other program whose
+authors commit to using it.  (Some other Free Software Foundation software is
+covered by the GNU Library General Public License instead.) You can apply it to
+your programs, too.
+
+When we speak of free software, we are referring to freedom, not price.  Our
+General Public Licenses are designed to make sure that you have the freedom to
+distribute copies of free software (and charge for this service if you wish),
+that you receive source code or can get it if you want it, that you can change
+the software or use pieces of it in new free programs; and that you know you
+can do these things.
+
+To protect your rights, we need to make restrictions that forbid anyone to deny
+you these rights or to ask you to surrender the rights.  These restrictions
+translate to certain responsibilities for you if you distribute copies of the
+software, or if you modify it.
+
+For example, if you distribute copies of such a program, whether gratis or for
+a fee, you must give the recipients all the rights that you have.  You must
+make sure that they, too, receive or can get the source code.  And you must
+show them these terms so they know their rights.
+
+We protect your rights with two steps: (1) copyright the software, and (2)
+offer you this license which gives you legal permission to copy, distribute
+and/or modify the software.
+
+Also, for each author's protection and ours, we want to make certain that
+everyone understands that there is no warranty for this free software.  If the
+software is modified by someone else and passed on, we want its recipients to
+know that what they have is not the original, so that any problems introduced
+by others will not reflect on the original authors' reputations.
+
+Finally, any free program is threatened constantly by software patents.  We
+wish to avoid the danger that redistributors of a free program will
+individually obtain patent licenses, in effect making the program proprietary.
+To prevent this, we have made it clear that any patent must be licensed for
+everyone's free use or not licensed at all.
+
+The precise terms and conditions for copying, distribution and modification
+follow.
+
+TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
+
+0. This License applies to any program or other work which contains a notice
+placed by the copyright holder saying it may be distributed under the terms of
+this General Public License.  The "Program", below, refers to any such program
+or work, and a "work based on the Program" means either the Program or any
+derivative work under copyright law: that is to say, a work containing the
+Program or a portion of it, either verbatim or with modifications and/or
+translated into another language.  (Hereinafter, translation is included
+without limitation in the term "modification".) Each licensee is addressed as
+"you".
+
+Activities other than copying, distribution and modification are not covered by
+this License; they are outside its scope.  The act of running the Program is
+not restricted, and the output from the Program is covered only if its contents
+constitute a work based on the Program (independent of having been made by
+running the Program).  Whether that is true depends on what the Program does.
+
+1. You may copy and distribute verbatim copies of the Program's source code as
+you receive it, in any medium, provided that you conspicuously and
+appropriately publish on each copy an appropriate copyright notice and
+disclaimer of warranty; keep intact all the notices that refer to this License
+and to the absence of any warranty; and give any other recipients of the
+Program a copy of this License along with the Program.
+
+You may charge a fee for the physical act of transferring a copy, and you may
+at your option offer warranty protection in exchange for a fee.
+
+2. You may modify your copy or copies of the Program or any portion of it, thus
+forming a work based on the Program, and copy and distribute such modifications
+or work under the terms of Section 1 above, provided that you also meet all of
+these conditions:
+
+    a) You must cause the modified files to carry prominent notices stating
+    that you changed the files and the date of any change.
+
+    b) You must cause any work that you distribute or publish, that in whole or
+    in part contains or is derived from the Program or any part thereof, to be
+    licensed as a whole at no charge to all third parties under the terms of
+    this License.
+
+    c) If the modified program normally reads commands interactively when run,
+    you must cause it, when started running for such interactive use in the
+    most ordinary way, to print or display an announcement including an
+    appropriate copyright notice and a notice that there is no warranty (or
+    else, saying that you provide a warranty) and that users may redistribute
+    the program under these conditions, and telling the user how to view a copy
+    of this License.  (Exception: if the Program itself is interactive but does
+    not normally print such an announcement, your work based on the Program is
+    not required to print an announcement.)
+
+These requirements apply to the modified work as a whole.  If identifiable
+sections of that work are not derived from the Program, and can be reasonably
+considered independent and separate works in themselves, then this License, and
+its terms, do not apply to those sections when you distribute them as separate
+works.  But when you distribute the same sections as part of a whole which is a
+work based on the Program, the distribution of the whole must be on the terms
+of this License, whose permissions for other licensees extend to the entire
+whole, and thus to each and every part regardless of who wrote it.
+
+Thus, it is not the intent of this section to claim rights or contest your
+rights to work written entirely by you; rather, the intent is to exercise the
+right to control the distribution of derivative or collective works based on
+the Program.
+
+In addition, mere aggregation of another work not based on the Program with the
+Program (or with a work based on the Program) on a volume of a storage or
+distribution medium does not bring the other work under the scope of this
+License.
+
+3. You may copy and distribute the Program (or a work based on it, under
+Section 2) in object code or executable form under the terms of Sections 1 and
+2 above provided that you also do one of the following:
+
+    a) Accompany it with the complete corresponding machine-readable source
+    code, which must be distributed under the terms of Sections 1 and 2 above
+    on a medium customarily used for software interchange; or,
+
+    b) Accompany it with a written offer, valid for at least three years, to
+    give any third party, for a charge no more than your cost of physically
+    performing source distribution, a complete machine-readable copy of the
+    corresponding source code, to be distributed under the terms of Sections 1
+    and 2 above on a medium customarily used for software interchange; or,
+
+    c) Accompany it with the information you received as to the offer to
+    distribute corresponding source code.  (This alternative is allowed only
+    for noncommercial distribution and only if you received the program in
+    object code or executable form with such an offer, in accord with
+    Subsection b above.)
+
+The source code for a work means the preferred form of the work for making
+modifications to it.  For an executable work, complete source code means all
+the source code for all modules it contains, plus any associated interface
+definition files, plus the scripts used to control compilation and installation
+of the executable.  However, as a special exception, the source code
+distributed need not include anything that is normally distributed (in either
+source or binary form) with the major components (compiler, kernel, and so on)
+of the operating system on which the executable runs, unless that component
+itself accompanies the executable.
+
+If distribution of executable or object code is made by offering access to copy
+from a designated place, then offering equivalent access to copy the source
+code from the same place counts as distribution of the source code, even though
+third parties are not compelled to copy the source along with the object code.
+
+4. You may not copy, modify, sublicense, or distribute the Program except as
+expressly provided under this License.  Any attempt otherwise to copy, modify,
+sublicense or distribute the Program is void, and will automatically terminate
+your rights under this License.  However, parties who have received copies, or
+rights, from you under this License will not have their licenses terminated so
+long as such parties remain in full compliance.
+
+5. You are not required to accept this License, since you have not signed it.
+However, nothing else grants you permission to modify or distribute the Program
+or its derivative works.  These actions are prohibited by law if you do not
+accept this License.  Therefore, by modifying or distributing the Program (or
+any work based on the Program), you indicate your acceptance of this License to
+do so, and all its terms and conditions for copying, distributing or modifying
+the Program or works based on it.
+
+6. Each time you redistribute the Program (or any work based on the Program),
+the recipient automatically receives a license from the original licensor to
+copy, distribute or modify the Program subject to these terms and conditions.
+You may not impose any further restrictions on the recipients' exercise of the
+rights granted herein.  You are not responsible for enforcing compliance by
+third parties to this License.
+
+7. If, as a consequence of a court judgment or allegation of patent
+infringement or for any other reason (not limited to patent issues), conditions
+are imposed on you (whether by court order, agreement or otherwise) that
+contradict the conditions of this License, they do not excuse you from the
+conditions of this License.  If you cannot distribute so as to satisfy
+simultaneously your obligations under this License and any other pertinent
+obligations, then as a consequence you may not distribute the Program at all.
+For example, if a patent license would not permit royalty-free redistribution
+of the Program by all those who receive copies directly or indirectly through
+you, then the only way you could satisfy both it and this License would be to
+refrain entirely from distribution of the Program.
+
+If any portion of this section is held invalid or unenforceable under any
+particular circumstance, the balance of the section is intended to apply and
+the section as a whole is intended to apply in other circumstances.
+
+It is not the purpose of this section to induce you to infringe any patents or
+other property right claims or to contest validity of any such claims; this
+section has the sole purpose of protecting the integrity of the free software
+distribution system, which is implemented by public license practices.  Many
+people have made generous contributions to the wide range of software
+distributed through that system in reliance on consistent application of that
+system; it is up to the author/donor to decide if he or she is willing to
+distribute software through any other system and a licensee cannot impose that
+choice.
+
+This section is intended to make thoroughly clear what is believed to be a
+consequence of the rest of this License.
+
+8. If the distribution and/or use of the Program is restricted in certain
+countries either by patents or by copyrighted interfaces, the original
+copyright holder who places the Program under this License may add an explicit
+geographical distribution limitation excluding those countries, so that
+distribution is permitted only in or among countries not thus excluded.  In
+such case, this License incorporates the limitation as if written in the body
+of this License.
+
+9. The Free Software Foundation may publish revised and/or new versions of the
+General Public License from time to time.  Such new versions will be similar in
+spirit to the present version, but may differ in detail to address new problems
+or concerns.
+
+Each version is given a distinguishing version number.  If the Program
+specifies a version number of this License which applies to it and "any later
+version", you have the option of following the terms and conditions either of
+that version or of any later version published by the Free Software Foundation.
+If the Program does not specify a version number of this License, you may
+choose any version ever published by the Free Software Foundation.
+
+10. If you wish to incorporate parts of the Program into other free programs
+whose distribution conditions are different, write to the author to ask for
+permission.  For software which is copyrighted by the Free Software Foundation,
+write to the Free Software Foundation; we sometimes make exceptions for this.
+Our decision will be guided by the two goals of preserving the free status of
+all derivatives of our free software and of promoting the sharing and reuse of
+software generally.
+
+NO WARRANTY
+
+11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY FOR
+THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW.  EXCEPT WHEN OTHERWISE
+STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE
+PROGRAM "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
+INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
+FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND
+PERFORMANCE OF THE PROGRAM IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE,
+YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL
+ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR REDISTRIBUTE THE
+PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR
+INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA
+BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A
+FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER
+OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+END OF TERMS AND CONDITIONS
+
+How to Apply These Terms to Your New Programs
+
+If you develop a new program, and you want it to be of the greatest possible
+use to the public, the best way to achieve this is to make it free software
+which everyone can redistribute and change under these terms.
+
+To do so, attach the following notices to the program.  It is safest to attach
+them to the start of each source file to most effectively convey the exclusion
+of warranty; and each file should have at least the "copyright" line and a
+pointer to where the full notice is found.
+
+    One line to give the program's name and a brief idea of what it does.
+
+    Copyright (C) <year> <name of author>
+
+    This program is free software; you can redistribute it and/or modify it
+    under the terms of the GNU General Public License as published by the Free
+    Software Foundation; either version 2 of the License, or (at your option)
+    any later version.
+
+    This program is distributed in the hope that it will be useful, but WITHOUT
+    ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+    FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for
+    more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc., 59
+    Temple Place, Suite 330, Boston, MA 02111-1307 USA
+
+Also add information on how to contact you by electronic and paper mail.
+
+If the program is interactive, make it output a short notice like this when it
+starts in an interactive mode:
+
+    Gnomovision version 69, Copyright (C) year name of author Gnomovision comes
+    with ABSOLUTELY NO WARRANTY; for details type 'show w'.  This is free
+    software, and you are welcome to redistribute it under certain conditions;
+    type 'show c' for details.
+
+The hypothetical commands 'show w' and 'show c' should show the appropriate
+parts of the General Public License.  Of course, the commands you use may be
+called something other than 'show w' and 'show c'; they could even be
+mouse-clicks or menu items--whatever suits your program.
+
+You should also get your employer (if you work as a programmer) or your school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.  Here
+is a sample; alter the names:
+
+    Yoyodyne, Inc., hereby disclaims all copyright interest in the program
+    'Gnomovision' (which makes passes at compilers) written by James Hacker.
+
+    signature of Ty Coon, 1 April 1989
+
+    Ty Coon, President of Vice
+
+This General Public License does not permit incorporating your program into
+proprietary programs.  If your program is a subroutine library, you may
+consider it more useful to permit linking proprietary applications with the
+library.  If this is what you want to do, use the GNU Library General Public
+License instead of this License.
+
+
+"CLASSPATH" EXCEPTION TO THE GPL
+
+Certain source files distributed by Oracle America and/or its affiliates are
+subject to the following clarification and special exception to the GPL, but
+only where Oracle has expressly included in the particular source file's header
+the words "Oracle designates this particular file as subject to the "Classpath"
+exception as provided by Oracle in the LICENSE file that accompanied this code."
+
+    Linking this library statically or dynamically with other modules is making
+    a combined work based on this library.  Thus, the terms and conditions of
+    the GNU General Public License cover the whole combination.
+
+    As a special exception, the copyright holders of this library give you
+    permission to link this library with independent modules to produce an
+    executable, regardless of the license terms of these independent modules,
+    and to copy and distribute the resulting executable under terms of your
+    choice, provided that you also meet, for each linked independent module,
+    the terms and conditions of the license of that module.  An independent
+    module is a module which is not derived from or based on this library.  If
+    you modify this library, you may extend this exception to your version of
+    the library, but you are not obligated to do so.  If you do not wish to do
+    so, delete this exception statement from your version.
+
+===========================================================================
+
+MIT License:
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+===========================================================================
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/content/www.eclipse.org_legal_epl-2.0.txt b/asterixdb/src/main/licenses/content/www.eclipse.org_legal_epl-2.0.txt
new file mode 100644
index 0000000..e55f344
--- /dev/null
+++ b/asterixdb/src/main/licenses/content/www.eclipse.org_legal_epl-2.0.txt
@@ -0,0 +1,277 @@
+Eclipse Public License - v 2.0
+
+    THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE
+    PUBLIC LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION
+    OF THE PROGRAM CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+1. DEFINITIONS
+
+"Contribution" means:
+
+  a) in the case of the initial Contributor, the initial content
+     Distributed under this Agreement, and
+
+  b) in the case of each subsequent Contributor:
+     i) changes to the Program, and
+     ii) additions to the Program;
+  where such changes and/or additions to the Program originate from
+  and are Distributed by that particular Contributor. A Contribution
+  "originates" from a Contributor if it was added to the Program by
+  such Contributor itself or anyone acting on such Contributor's behalf.
+  Contributions do not include changes or additions to the Program that
+  are not Modified Works.
+
+"Contributor" means any person or entity that Distributes the Program.
+
+"Licensed Patents" mean patent claims licensable by a Contributor which
+are necessarily infringed by the use or sale of its Contribution alone
+or when combined with the Program.
+
+"Program" means the Contributions Distributed in accordance with this
+Agreement.
+
+"Recipient" means anyone who receives the Program under this Agreement
+or any Secondary License (as applicable), including Contributors.
+
+"Derivative Works" shall mean any work, whether in Source Code or other
+form, that is based on (or derived from) the Program and for which the
+editorial revisions, annotations, elaborations, or other modifications
+represent, as a whole, an original work of authorship.
+
+"Modified Works" shall mean any work in Source Code or other form that
+results from an addition to, deletion from, or modification of the
+contents of the Program, including, for purposes of clarity any new file
+in Source Code form that contains any contents of the Program. Modified
+Works shall not include works that contain only declarations,
+interfaces, types, classes, structures, or files of the Program solely
+in each case in order to link to, bind by name, or subclass the Program
+or Modified Works thereof.
+
+"Distribute" means the acts of a) distributing or b) making available
+in any manner that enables the transfer of a copy.
+
+"Source Code" means the form of a Program preferred for making
+modifications, including but not limited to software source code,
+documentation source, and configuration files.
+
+"Secondary License" means either the GNU General Public License,
+Version 2.0, or any later versions of that license, including any
+exceptions or additional permissions as identified by the initial
+Contributor.
+
+2. GRANT OF RIGHTS
+
+  a) Subject to the terms of this Agreement, each Contributor hereby
+  grants Recipient a non-exclusive, worldwide, royalty-free copyright
+  license to reproduce, prepare Derivative Works of, publicly display,
+  publicly perform, Distribute and sublicense the Contribution of such
+  Contributor, if any, and such Derivative Works.
+
+  b) Subject to the terms of this Agreement, each Contributor hereby
+  grants Recipient a non-exclusive, worldwide, royalty-free patent
+  license under Licensed Patents to make, use, sell, offer to sell,
+  import and otherwise transfer the Contribution of such Contributor,
+  if any, in Source Code or other form. This patent license shall
+  apply to the combination of the Contribution and the Program if, at
+  the time the Contribution is added by the Contributor, such addition
+  of the Contribution causes such combination to be covered by the
+  Licensed Patents. The patent license shall not apply to any other
+  combinations which include the Contribution. No hardware per se is
+  licensed hereunder.
+
+  c) Recipient understands that although each Contributor grants the
+  licenses to its Contributions set forth herein, no assurances are
+  provided by any Contributor that the Program does not infringe the
+  patent or other intellectual property rights of any other entity.
+  Each Contributor disclaims any liability to Recipient for claims
+  brought by any other entity based on infringement of intellectual
+  property rights or otherwise. As a condition to exercising the
+  rights and licenses granted hereunder, each Recipient hereby
+  assumes sole responsibility to secure any other intellectual
+  property rights needed, if any. For example, if a third party
+  patent license is required to allow Recipient to Distribute the
+  Program, it is Recipient's responsibility to acquire that license
+  before distributing the Program.
+
+  d) Each Contributor represents that to its knowledge it has
+  sufficient copyright rights in its Contribution, if any, to grant
+  the copyright license set forth in this Agreement.
+
+  e) Notwithstanding the terms of any Secondary License, no
+  Contributor makes additional grants to any Recipient (other than
+  those set forth in this Agreement) as a result of such Recipient's
+  receipt of the Program under the terms of a Secondary License
+  (if permitted under the terms of Section 3).
+
+3. REQUIREMENTS
+
+3.1 If a Contributor Distributes the Program in any form, then:
+
+  a) the Program must also be made available as Source Code, in
+  accordance with section 3.2, and the Contributor must accompany
+  the Program with a statement that the Source Code for the Program
+  is available under this Agreement, and informs Recipients how to
+  obtain it in a reasonable manner on or through a medium customarily
+  used for software exchange; and
+
+  b) the Contributor may Distribute the Program under a license
+  different than this Agreement, provided that such license:
+     i) effectively disclaims on behalf of all other Contributors all
+     warranties and conditions, express and implied, including
+     warranties or conditions of title and non-infringement, and
+     implied warranties or conditions of merchantability and fitness
+     for a particular purpose;
+
+     ii) effectively excludes on behalf of all other Contributors all
+     liability for damages, including direct, indirect, special,
+     incidental and consequential damages, such as lost profits;
+
+     iii) does not attempt to limit or alter the recipients' rights
+     in the Source Code under section 3.2; and
+
+     iv) requires any subsequent distribution of the Program by any
+     party to be under a license that satisfies the requirements
+     of this section 3.
+
+3.2 When the Program is Distributed as Source Code:
+
+  a) it must be made available under this Agreement, or if the
+  Program (i) is combined with other material in a separate file or
+  files made available under a Secondary License, and (ii) the initial
+  Contributor attached to the Source Code the notice described in
+  Exhibit A of this Agreement, then the Program may be made available
+  under the terms of such Secondary Licenses, and
+
+  b) a copy of this Agreement must be included with each copy of
+  the Program.
+
+3.3 Contributors may not remove or alter any copyright, patent,
+trademark, attribution notices, disclaimers of warranty, or limitations
+of liability ("notices") contained within the Program from any copy of
+the Program which they Distribute, provided that Contributors may add
+their own appropriate notices.
+
+4. COMMERCIAL DISTRIBUTION
+
+Commercial distributors of software may accept certain responsibilities
+with respect to end users, business partners and the like. While this
+license is intended to facilitate the commercial use of the Program,
+the Contributor who includes the Program in a commercial product
+offering should do so in a manner which does not create potential
+liability for other Contributors. Therefore, if a Contributor includes
+the Program in a commercial product offering, such Contributor
+("Commercial Contributor") hereby agrees to defend and indemnify every
+other Contributor ("Indemnified Contributor") against any losses,
+damages and costs (collectively "Losses") arising from claims, lawsuits
+and other legal actions brought by a third party against the Indemnified
+Contributor to the extent caused by the acts or omissions of such
+Commercial Contributor in connection with its distribution of the Program
+in a commercial product offering. The obligations in this section do not
+apply to any claims or Losses relating to any actual or alleged
+intellectual property infringement. In order to qualify, an Indemnified
+Contributor must: a) promptly notify the Commercial Contributor in
+writing of such claim, and b) allow the Commercial Contributor to control,
+and cooperate with the Commercial Contributor in, the defense and any
+related settlement negotiations. The Indemnified Contributor may
+participate in any such claim at its own expense.
+
+For example, a Contributor might include the Program in a commercial
+product offering, Product X. That Contributor is then a Commercial
+Contributor. If that Commercial Contributor then makes performance
+claims, or offers warranties related to Product X, those performance
+claims and warranties are such Commercial Contributor's responsibility
+alone. Under this section, the Commercial Contributor would have to
+defend claims against the other Contributors related to those performance
+claims and warranties, and if a court requires any other Contributor to
+pay any damages as a result, the Commercial Contributor must pay
+those damages.
+
+5. NO WARRANTY
+
+EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, AND TO THE EXTENT
+PERMITTED BY APPLICABLE LAW, THE PROGRAM IS PROVIDED ON AN "AS IS"
+BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF
+TITLE, NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR
+PURPOSE. Each Recipient is solely responsible for determining the
+appropriateness of using and distributing the Program and assumes all
+risks associated with its exercise of rights under this Agreement,
+including but not limited to the risks and costs of program errors,
+compliance with applicable laws, damage to or loss of data, programs
+or equipment, and unavailability or interruption of operations.
+
+6. DISCLAIMER OF LIABILITY
+
+EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, AND TO THE EXTENT
+PERMITTED BY APPLICABLE LAW, NEITHER RECIPIENT NOR ANY CONTRIBUTORS
+SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ARISING IN ANY WAY OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE
+EXERCISE OF ANY RIGHTS GRANTED HEREUNDER, EVEN IF ADVISED OF THE
+POSSIBILITY OF SUCH DAMAGES.
+
+7. GENERAL
+
+If any provision of this Agreement is invalid or unenforceable under
+applicable law, it shall not affect the validity or enforceability of
+the remainder of the terms of this Agreement, and without further
+action by the parties hereto, such provision shall be reformed to the
+minimum extent necessary to make such provision valid and enforceable.
+
+If Recipient institutes patent litigation against any entity
+(including a cross-claim or counterclaim in a lawsuit) alleging that the
+Program itself (excluding combinations of the Program with other software
+or hardware) infringes such Recipient's patent(s), then such Recipient's
+rights granted under Section 2(b) shall terminate as of the date such
+litigation is filed.
+
+All Recipient's rights under this Agreement shall terminate if it
+fails to comply with any of the material terms or conditions of this
+Agreement and does not cure such failure in a reasonable period of
+time after becoming aware of such noncompliance. If all Recipient's
+rights under this Agreement terminate, Recipient agrees to cease use
+and distribution of the Program as soon as reasonably practicable.
+However, Recipient's obligations under this Agreement and any licenses
+granted by Recipient relating to the Program shall continue and survive.
+
+Everyone is permitted to copy and distribute copies of this Agreement,
+but in order to avoid inconsistency the Agreement is copyrighted and
+may only be modified in the following manner. The Agreement Steward
+reserves the right to publish new versions (including revisions) of
+this Agreement from time to time. No one other than the Agreement
+Steward has the right to modify this Agreement. The Eclipse Foundation
+is the initial Agreement Steward. The Eclipse Foundation may assign the
+responsibility to serve as the Agreement Steward to a suitable separate
+entity. Each new version of the Agreement will be given a distinguishing
+version number. The Program (including Contributions) may always be
+Distributed subject to the version of the Agreement under which it was
+received. In addition, after a new version of the Agreement is published,
+Contributor may elect to Distribute the Program (including its
+Contributions) under the new version.
+
+Except as expressly stated in Sections 2(a) and 2(b) above, Recipient
+receives no rights or licenses to the intellectual property of any
+Contributor under this Agreement, whether expressly, by implication,
+estoppel or otherwise. All rights in the Program not expressly granted
+under this Agreement are reserved. Nothing in this Agreement is intended
+to be enforceable by any entity that is not a Contributor or Recipient.
+No third-party beneficiary rights are created under this Agreement.
+
+Exhibit A - Form of Secondary Licenses Notice
+
+"This Source Code may also be made available under the following
+Secondary Licenses when the conditions for such availability set forth
+in the Eclipse Public License, v. 2.0 are satisfied: {name license(s),
+version(s), and exceptions or additional permissions here}."
+
+  Simply including a copy of this Agreement, including this Exhibit A
+  is not sufficient to license the Source Code under Secondary Licenses.
+
+  If it is not possible or desirable to put the notice in a particular
+  file, then You may include the notice in a location (such as a LICENSE
+  file in a relevant directory) where a recipient would be likely to
+  look for such a notice.
+
+  You may add additional accurate notices of copyright ownership.
\ No newline at end of file
diff --git a/asterixdb/src/main/licenses/templates/3rdpartylicenses.txt b/asterixdb/src/main/licenses/templates/3rdpartylicenses.txt
index 8c67061..5195add 100644
--- a/asterixdb/src/main/licenses/templates/3rdpartylicenses.txt
+++ b/asterixdb/src/main/licenses/templates/3rdpartylicenses.txt
@@ -1,4 +1,179 @@
-codemirror@5.39.0
+@angular-devkit/build-angular
+MIT
+The MIT License
+
+Copyright (c) 2017 Google, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+
+@angular/animations
+MIT
+
+@angular/cdk
+MIT
+The MIT License
+
+Copyright (c) 2020 Google LLC.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+
+@angular/common
+MIT
+
+@angular/core
+MIT
+
+@angular/forms
+MIT
+
+@angular/material
+MIT
+The MIT License
+
+Copyright (c) 2020 Google LLC.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+
+@angular/platform-browser
+MIT
+
+@babel/runtime
+MIT
+MIT License
+
+Copyright (c) 2014-present Sebastian McKenzie and other contributors
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+@ngrx/effects
+MIT
+
+@ngrx/store
+MIT
+
+@ngrx/store-devtools
+MIT
+
+@swimlane/ngx-charts
+MIT
+MIT License
+
+Copyright (c) 2017 Swimlane
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+
+@swimlane/ngx-graph
+MIT
+(The MIT License)
+
+Copyright (c) 2016 Swimlane <info@swimlane.com>
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+'Software'), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
+IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
+CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
+TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+codemirror
 MIT
 MIT License
 
@@ -22,9 +197,10 @@
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-core-js@2.5.7
+
+core-js
 MIT
-Copyright (c) 2014-2018 Denis Pushkarev
+Copyright (c) 2014-2020 Denis Pushkarev
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -44,11 +220,723 @@
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-zone.js@0.8.26
+
+css-loader
+MIT
+Copyright JS Foundation and other contributors
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+'Software'), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
+IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
+CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
+TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+d3-array
+BSD-3-Clause
+Copyright 2010-2020 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-brush
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-collection
+BSD-3-Clause
+Copyright 2010-2016, Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-color
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-dispatch
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-drag
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-ease
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+Copyright 2001 Robert Penner
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-force
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-format
+BSD-3-Clause
+Copyright 2010-2015 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-hierarchy
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-interpolate
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-path
+BSD-3-Clause
+Copyright 2015-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-quadtree
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-scale
+BSD-3-Clause
+Copyright 2010-2015 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-selection
+BSD-3-Clause
+Copyright (c) 2010-2018, Michael Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* The name Michael Bostock may not be used to endorse or promote products
+  derived from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL MICHAEL BOSTOCK BE LIABLE FOR ANY DIRECT,
+INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
+BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
+EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-shape
+BSD-3-Clause
+Copyright 2010-2015 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-time
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-time-format
+BSD-3-Clause
+Copyright 2010-2017 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-timer
+BSD-3-Clause
+Copyright 2010-2016 Mike Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+d3-transition
+BSD-3-Clause
+Copyright (c) 2010-2015, Michael Bostock
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* The name Michael Bostock may not be used to endorse or promote products
+  derived from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL MICHAEL BOSTOCK BE LIABLE FOR ANY DIRECT,
+INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
+BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
+EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+TERMS OF USE - EASING EQUATIONS
+
+Open source under the BSD License.
+
+Copyright 2001 Robert Penner
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+- Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+- Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+- Neither the name of the author nor the names of contributors may be used to
+  endorse or promote products derived from this software without specific prior
+  written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+
+dagre
+MIT
+Copyright (c) 2012-2014 Chris Pettitt
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+
+
+file-saver
 MIT
 The MIT License
 
-Copyright (c) 2016-2018 Google, Inc.
+Copyright © 2016 [Eli Grey][1].
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+  [1]: http://eligrey.com
+
+
+graphlib
+MIT
+Copyright (c) 2012-2014 Chris Pettitt
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -68,7 +956,8 @@
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-hammerjs@2.0.8
+
+hammerjs
 MIT
 The MIT License (MIT)
 
@@ -92,71 +981,291 @@
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-@angular/core@6.0.7
+
+lodash
 MIT
+Copyright OpenJS Foundation and other contributors <https://openjsf.org/>
+
+Based on Underscore.js, copyright Jeremy Ashkenas,
+DocumentCloud and Investigative Reporters & Editors <http://underscorejs.org/>
+
+This software consists of voluntary contributions made by many
+individuals. For exact contribution history, see the revision history
+available at https://github.com/lodash/lodash
+
+The following license applies to all parts of this software except as
+documented below:
+
+====
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+====
+
+Copyright and related rights for sample code are waived via CC0. Sample
+code is defined as all source code displayed within the prose of the
+documentation.
+
+CC0: http://creativecommons.org/publicdomain/zero/1.0/
+
+====
+
+Files located in the node_modules and vendor directories are externally
+maintained libraries used by this software which have their own
+licenses; we recommend you read them, as their terms may differ from the
+terms above.
+
+
+regenerator-runtime
 MIT
+MIT License
 
-tslib@1.9.3
+Copyright (c) 2014-present, Facebook, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+
+roboto-fontface
 Apache-2.0
-Apache License
+                                Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
 
-Version 2.0, January 2004
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
 
-http://www.apache.org/licenses/ 
+   1. Definitions.
 
-TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
 
-1. Definitions.
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
 
-"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
 
-"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
 
-"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
 
-"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
 
-"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
 
-"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
 
-"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
 
-"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
 
-"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
 
-"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
 
-2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
 
-3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
 
-4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
 
-You must give any other recipients of the Work or Derivative Works a copy of this License; and
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
 
-You must cause any modified files to carry prominent notices stating that You changed the files; and
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
 
-You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
 
-If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
 
-5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
 
-6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
 
-7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
 
-8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
 
-9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability.
+   END OF TERMS AND CONDITIONS
 
-END OF TERMS AND CONDITIONS
+   APPENDIX: How to apply the Apache License to your work.
 
-rxjs@6.2.1
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright 2013 Christian Hoffmeister
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+rxjs
 Apache-2.0
-Apache License
+                               Apache License
                          Version 2.0, January 2004
                       http://www.apache.org/licenses/
 
@@ -357,26 +1466,74 @@
  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  See the License for the specific language governing permissions and
  limitations under the License.
+ 
 
-@ngrx/store-devtools@6.0.1
+
+transformation-matrix
 MIT
+MIT License
+
+Copyright (c) 2017 https://github.com/chrvadala
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+
+tslib
+0BSD
+Copyright (c) Microsoft Corporation.
+
+Permission to use, copy, modify, and/or distribute this software for any
+purpose with or without fee is hereby granted.
+
+THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
+REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
+AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
+INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
+LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
+OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
+PERFORMANCE OF THIS SOFTWARE.
+
+webcola
 MIT
+The MIT License (MIT)
 
-file-saver@1.3.8
-MIT
-The MIT License
+Copyright (c) 2013 Tim Dwyer
 
-Copyright © 2016 [Eli Grey][1].
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
 
-Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
 
-The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
 
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-  [1]: http://eligrey.com
-
-webpack@4.8.3
+webpack
 MIT
 Copyright JS Foundation and other contributors
 
@@ -399,6 +1556,27 @@
 TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
 SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-@ngrx/store@6.0.1
+
+zone.js
 MIT
-MIT
\ No newline at end of file
+The MIT License
+
+Copyright (c) 2010-2020 Google LLC. http://angular.io/license
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
diff --git a/asterixdb/src/main/licenses/templates/source_licenses.ftl b/asterixdb/src/main/licenses/templates/source_licenses.ftl
index 5cc8d60..97b032b 100644
--- a/asterixdb/src/main/licenses/templates/source_licenses.ftl
+++ b/asterixdb/src/main/licenses/templates/source_licenses.ftl
@@ -131,13 +131,6 @@
     SOFTWARE.
     </@license>
 </#if>
-<#if !hivecompatSkip!false>
-    <@license component="AsterixDB runtime" files="org/apache/asterix/hivecompat/io/*"
-        licenseName="The Apache License, Version 2.0"
-        location="${hivecompatLocation!}" filePrefix="${hivecompatPrefix!}">
-Source files in asterix-hivecompat are derived from portions of Apache Hive Query Language v0.13.0 (org.apache.hive:hive-exec).
-    </@license>
-</#if>
 <#if !asterixDashboardSkip!false>
     <#include "../../../../asterix-dashboard/src/main/licenses/dashboard-source-license.ftl">
 </#if>
\ No newline at end of file
diff --git a/hyracks-fullstack/algebricks/algebricks-common/pom.xml b/hyracks-fullstack/algebricks/algebricks-common/pom.xml
index 9b357a2..e657319 100644
--- a/hyracks-fullstack/algebricks/algebricks-common/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-common/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/algebricks-compiler/pom.xml b/hyracks-fullstack/algebricks/algebricks-compiler/pom.xml
index 0574afc..fbe9dbc 100644
--- a/hyracks-fullstack/algebricks/algebricks-compiler/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-compiler/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java b/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java
index 3f03cc8..c22d54d 100644
--- a/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java
+++ b/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java
@@ -66,6 +66,7 @@
     protected IConflictingTypeResolver conflictingTypeResolver;
     protected IExpressionEvalSizeComputer expressionEvalSizeComputer;
     protected IMissingWriterFactory missingWriterFactory;
+    protected IMissingWriterFactory nullWriterFactory;
     protected IUnnestingPositionWriterFactory unnestingPositionWriterFactory;
     protected INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider;
     protected IPartialAggregationTypeComputer partialAggregationTypeComputer;
@@ -189,6 +190,14 @@
         return missingWriterFactory;
     }
 
+    public void setNullWriterFactory(IMissingWriterFactory nullWriterFactory) {
+        this.nullWriterFactory = nullWriterFactory;
+    }
+
+    public IMissingWriterFactory getNullWriterFactory() {
+        return nullWriterFactory;
+    }
+
     public void setUnnestingPositionWriterFactory(IUnnestingPositionWriterFactory unnestingPositionWriterFactory) {
         this.unnestingPositionWriterFactory = unnestingPositionWriterFactory;
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java b/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
index c6a79a5..891980f 100644
--- a/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
+++ b/hyracks-fullstack/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
@@ -101,7 +101,7 @@
                         JobGenContext context = new JobGenContext(null, metadata, appContext,
                                 serializerDeserializerProvider, hashFunctionFactoryProvider, hashFunctionFamilyProvider,
                                 comparatorFactoryProvider, typeTraitProvider, binaryBooleanInspectorFactory,
-                                binaryIntegerInspectorFactory, printerProvider, missingWriterFactory,
+                                binaryIntegerInspectorFactory, printerProvider, missingWriterFactory, nullWriterFactory,
                                 unnestingPositionWriterFactory, normalizedKeyComputerFactoryProvider,
                                 expressionRuntimeProvider, expressionTypeComputer, oc, expressionEvalSizeComputer,
                                 partialAggregationTypeComputer, predEvaluatorFactoryProvider,
diff --git a/hyracks-fullstack/algebricks/algebricks-core/pom.xml b/hyracks-fullstack/algebricks/algebricks-core/pom.xml
index f58a7f6..9c81540 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-core/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
index d590f71..4a900af 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
@@ -66,6 +66,7 @@
     SINK_WRITE,
     SORT_GROUP_BY,
     SORT_MERGE_EXCHANGE,
+    SPATIAL_JOIN,
     SPLIT,
     STABLE_SORT,
     STATS,
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java
index 40e729d..e2a68da 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java
@@ -57,6 +57,16 @@
         public String toString() {
             return "TRUE";
         }
+
+        @Override
+        public boolean equals(Object obj) {
+            return (obj instanceof IAlgebricksConstantValue) && ((IAlgebricksConstantValue) obj).isTrue();
+        }
+
+        @Override
+        public int hashCode() {
+            return Boolean.TRUE.hashCode();
+        }
     });
     public static final ConstantExpression FALSE = new ConstantExpression(new IAlgebricksConstantValue() {
 
@@ -84,6 +94,53 @@
         public String toString() {
             return "FALSE";
         }
+
+        @Override
+        public boolean equals(Object obj) {
+            return (obj instanceof IAlgebricksConstantValue) && ((IAlgebricksConstantValue) obj).isFalse();
+        }
+
+        @Override
+        public int hashCode() {
+            return Boolean.FALSE.hashCode();
+        }
+    });
+    public static final ConstantExpression NULL = new ConstantExpression(new IAlgebricksConstantValue() {
+
+        @Override
+        public boolean isTrue() {
+            return false;
+        }
+
+        @Override
+        public boolean isMissing() {
+            return false;
+        }
+
+        @Override
+        public boolean isNull() {
+            return true;
+        }
+
+        @Override
+        public boolean isFalse() {
+            return false;
+        }
+
+        @Override
+        public String toString() {
+            return "NULL";
+        }
+
+        @Override
+        public boolean equals(Object obj) {
+            return (obj instanceof IAlgebricksConstantValue) && ((IAlgebricksConstantValue) obj).isNull();
+        }
+
+        @Override
+        public int hashCode() {
+            return 0;
+        }
     });
     public static final ConstantExpression MISSING = new ConstantExpression(new IAlgebricksConstantValue() {
 
@@ -111,6 +168,16 @@
         public String toString() {
             return "MISSING";
         }
+
+        @Override
+        public boolean equals(Object obj) {
+            return (obj instanceof IAlgebricksConstantValue) && ((IAlgebricksConstantValue) obj).isMissing();
+        }
+
+        @Override
+        public int hashCode() {
+            return 0;
+        }
     });
 
     public ConstantExpression(IAlgebricksConstantValue value) {
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMissableTypeComputer.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMissableTypeComputer.java
index 029f41a..c18e072 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMissableTypeComputer.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMissableTypeComputer.java
@@ -18,12 +18,18 @@
  */
 package org.apache.hyracks.algebricks.core.algebra.expressions;
 
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-
 public interface IMissableTypeComputer {
-    public Object makeMissableType(Object type) throws AlgebricksException;
+    Object makeMissableType(Object type);
 
-    public boolean canBeMissing(Object type);
+    boolean canBeMissing(Object type);
 
-    public Object getNonOptionalType(Object type);
+    Object makeNullableType(Object type);
+
+    boolean canBeNull(Object type);
+
+    Object getNonOptionalType(Object type);
+
+    Object getNonMissableType(Object type);
+
+    Object getNonNullableType(Object type);
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java
index e024147..d160e54 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java
@@ -27,7 +27,8 @@
 public interface IVariableTypeEnvironment {
     public Object getVarType(LogicalVariable var) throws AlgebricksException;
 
-    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+            List<List<LogicalVariable>> correlatedMissableVariableLists, List<LogicalVariable> nonNullableVariables,
             List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException;
 
     public void setVarType(LogicalVariable var, Object type);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
index c6b7843..77fdd74 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
@@ -32,6 +32,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
 import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
@@ -108,6 +109,10 @@
      *            Job generation context.
      * @param spec
      *            Target job specification.
+     * @param secondaryKeysPipelines
+     *            Nested plans to extract secondary keys.
+     * @param pipelineTopSchema
+     *            Schema of the primary pipeline for secondary keys.
      * @return
      *         A Hyracks IOperatorDescriptor and its partition constraint.
      * @throws AlgebricksException
@@ -116,7 +121,9 @@
             IDataSourceIndex<I, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
             IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalNonKeyFields, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
-            JobGenContext context, JobSpecification spec, boolean bulkload) throws AlgebricksException;
+            JobGenContext context, JobSpecification spec, boolean bulkload,
+            List<List<AlgebricksPipeline>> secondaryKeysPipelines, IOperatorSchema pipelineTopSchema)
+            throws AlgebricksException;
 
     /**
      * Creates the delete runtime of IndexInsertDeletePOperator, which models
@@ -147,6 +154,10 @@
      *            Job generation context.
      * @param spec
      *            Target job specification.
+     * @param secondaryKeysPipelines
+     *            Nested plan to extract secondary keys.
+     * @param pipelineTopSchema
+     *            Schema of the primary pipeline for secondary keys.
      * @return
      *         A Hyracks IOperatorDescriptor and its partition constraint.
      * @throws AlgebricksException
@@ -155,7 +166,8 @@
             IDataSourceIndex<I, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
             IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalNonKeyFields, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
-            JobGenContext context, JobSpecification spec) throws AlgebricksException;
+            JobGenContext context, JobSpecification spec, List<List<AlgebricksPipeline>> secondaryKeysPipelines,
+            IOperatorSchema pipelineTopSchema) throws AlgebricksException;
 
     /**
      * Creates the TokenizeOperator for IndexInsertDeletePOperator, which tokenizes
@@ -207,9 +219,9 @@
             IDataSourceIndex<I, S> dataSourceIndex, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
             IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalFilteringKeys, ILogicalExpression filterExpr,
-            LogicalVariable upsertIndicatorVar, List<LogicalVariable> prevSecondaryKeys,
+            ILogicalExpression prevFilterExpr, LogicalVariable operationVar, List<LogicalVariable> prevSecondaryKeys,
             LogicalVariable prevAdditionalFilteringKeys, RecordDescriptor inputDesc, JobGenContext context,
-            JobSpecification spec) throws AlgebricksException;
+            JobSpecification spec, List<List<AlgebricksPipeline>> secondaryKeysPipelines) throws AlgebricksException;
 
     public ITupleFilterFactory createTupleFilterFactory(IOperatorSchema[] inputSchemas,
             IVariableTypeEnvironment typeEnv, ILogicalExpression filterExpr, JobGenContext context)
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IProjectionInfo.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IProjectionInfo.java
index 9de591e..3c1a24d 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IProjectionInfo.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IProjectionInfo.java
@@ -18,17 +18,15 @@
  */
 package org.apache.hyracks.algebricks.core.algebra.metadata;
 
-import java.util.List;
-
 /**
  * Generic interface to include the projection information for
  * {@link org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator}
  */
 public interface IProjectionInfo<T> {
     /**
-     * @return list of projected values' information
+     * @return projected values' information
      */
-    List<T> getProjectionInfo();
+    T getProjectionInfo();
 
     /**
      * @return a copy of the {@link IProjectionInfo}
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java
index 1af0ce4..1179dc4 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java
@@ -84,7 +84,9 @@
             }
 
             @Override
-            public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+            public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+                    List<List<LogicalVariable>> correlatedMissableVariableLists,
+                    List<LogicalVariable> nonNullableVariables,
                     List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
                 return null;
             }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java
index c84db0e..0098817 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java
@@ -19,6 +19,7 @@
 package org.apache.hyracks.algebricks.core.algebra.operators.logical;
 
 import java.util.ArrayList;
+import java.util.Collection;
 import java.util.List;
 
 import org.apache.commons.lang3.mutable.Mutable;
@@ -34,44 +35,74 @@
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
 
-public class IndexInsertDeleteUpsertOperator extends AbstractLogicalOperator {
+/**
+ * Logical operator for handling secondary index maintenance / loading.
+ * <p>
+ *
+ * In both cases (whether the index is on an atomic field or an array field):
+ * <p>
+ * Primary keys will be given in {@link #primaryKeyExprs}. {@link #operation} specifies the type of index maintenance to
+ * perform. In the case of bulk-loading, {@link #operation} will be INSERT and the {@link #bulkload} flag will be
+ * raised. {@link #additionalFilteringExpressions} and {@link #numberOfAdditionalNonFilteringFields} refers to the
+ * additionalFilteringExpressions, numberOfAdditionalNonFilteringFields found in the corresponding primary index
+ * {@link InsertDeleteUpsertOperator} (i.e. to specify LSM filters). {@link #operationExpr} also originates from
+ * {@link InsertDeleteUpsertOperator}, and is only set when the operation is of kind UPSERT.
+ * <p>
+ *
+ * If the SIDX is on an atomic field <b>or</b> on an array field w/ a bulk-load operation:
+ * <p>
+ * We specify secondary key information in {@link #secondaryKeyExprs}. If we may encounter nullable keys, then we
+ * specify a {@link #filterExpr} to be evaluated inside the runtime. If the operation is of kind UPSERT, then we must
+ * also specify previous secondary key information in {@link #prevSecondaryKeyExprs}. If
+ * {@link #additionalFilteringExpressions} has been set, then {@link #prevAdditionalFilteringExpression} should also be
+ * set.
+ *
+ * <p>
+ * If the SIDX is on an array field <b>and</b> we are not performing a bulk-load operation:
+ * <p>
+ * We <b>do not</b> specify secondary key information in {@link #secondaryKeyExprs} (this is null). Instead, we specify
+ * how to extract secondary keys using {@link #nestedPlans}. If we may encounter nullable keys, then we <b>do not</b>
+ * specify a {@link #filterExpr} (this is null). Instead, this filter must be attached to the top of the nested plan
+ * itself. If the operation is not of type UPSERT, then we must only have one nested plan. Otherwise, the second nested
+ * plan must specify how to extract secondary keys from the previous record. {@link #prevSecondaryKeyExprs} and
+ * {@link #prevAdditionalFilteringExpression} will always be null here, even if the operation is UPSERT.
+ *
+ */
+public class IndexInsertDeleteUpsertOperator extends AbstractOperatorWithNestedPlans {
 
     private final IDataSourceIndex<?, ?> dataSourceIndex;
     private final List<Mutable<ILogicalExpression>> primaryKeyExprs;
     // In the bulk-load case on ngram or keyword index,
     // it contains [token, number of token] or [token].
+    // In the non bulk-load array-index case, it contains nothing.
     // Otherwise, it contains secondary key information.
-    private final List<Mutable<ILogicalExpression>> secondaryKeyExprs;
-    private final Mutable<ILogicalExpression> filterExpr;
+    private List<Mutable<ILogicalExpression>> secondaryKeyExprs;
+    private Mutable<ILogicalExpression> filterExpr;
+    private Mutable<ILogicalExpression> beforeOpFilterExpr;
     private final Kind operation;
     private final boolean bulkload;
     private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
     // used for upsert operations
     private List<Mutable<ILogicalExpression>> prevSecondaryKeyExprs;
     private Mutable<ILogicalExpression> prevAdditionalFilteringExpression;
-    private Mutable<ILogicalExpression> upsertIndicatorExpr;
+    private Mutable<ILogicalExpression> operationExpr;
     private final int numberOfAdditionalNonFilteringFields;
 
     public IndexInsertDeleteUpsertOperator(IDataSourceIndex<?, ?> dataSourceIndex,
             List<Mutable<ILogicalExpression>> primaryKeyExprs, List<Mutable<ILogicalExpression>> secondaryKeyExprs,
-            Mutable<ILogicalExpression> filterExpr, Kind operation, boolean bulkload,
-            int numberOfAdditionalNonFilteringFields) {
+            Mutable<ILogicalExpression> filterExpr, Mutable<ILogicalExpression> beforeOpFilterExpr, Kind operation,
+            boolean bulkload, int numberOfAdditionalNonFilteringFields) {
         this.dataSourceIndex = dataSourceIndex;
         this.primaryKeyExprs = primaryKeyExprs;
         this.secondaryKeyExprs = secondaryKeyExprs;
         this.filterExpr = filterExpr;
+        this.beforeOpFilterExpr = beforeOpFilterExpr;
         this.operation = operation;
         this.bulkload = bulkload;
         this.numberOfAdditionalNonFilteringFields = numberOfAdditionalNonFilteringFields;
     }
 
     @Override
-    public void recomputeSchema() throws AlgebricksException {
-        schema = new ArrayList<LogicalVariable>();
-        schema.addAll(inputs.get(0).getValue().getSchema());
-    }
-
-    @Override
     public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
         boolean b = false;
         // Primary
@@ -92,6 +123,12 @@
                 b = true;
             }
         }
+        // Old Filtering <For upsert>
+        if (beforeOpFilterExpr != null) {
+            if (visitor.transform(beforeOpFilterExpr)) {
+                b = true;
+            }
+        }
         // Additional Filtering <For upsert>
         if (additionalFilteringExpressions != null) {
             for (int i = 0; i < additionalFilteringExpressions.size(); i++) {
@@ -100,8 +137,8 @@
                 }
             }
         }
-        // Upsert indicator var <For upsert>
-        if (upsertIndicatorExpr != null && visitor.transform(upsertIndicatorExpr)) {
+        // Operation indicator var <For upsert>
+        if (operationExpr != null && visitor.transform(operationExpr)) {
             b = true;
         }
         // Old secondary <For upsert>
@@ -112,7 +149,7 @@
                 }
             }
         }
-        // Old Filtering <For upsert>
+        // Old Additional Filtering <For upsert>
         if (prevAdditionalFilteringExpression != null) {
             visitor.transform(prevAdditionalFilteringExpression);
         }
@@ -125,8 +162,40 @@
     }
 
     @Override
-    public boolean isMap() {
-        return false;
+    public void getUsedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        for (Mutable<ILogicalExpression> e : getPrimaryKeyExpressions()) {
+            e.getValue().getUsedVariables(vars);
+        }
+        for (Mutable<ILogicalExpression> e : getSecondaryKeyExpressions()) {
+            e.getValue().getUsedVariables(vars);
+        }
+        if (getFilterExpression() != null) {
+            getFilterExpression().getValue().getUsedVariables(vars);
+        }
+        if (getBeforeOpFilterExpression() != null) {
+            getBeforeOpFilterExpression().getValue().getUsedVariables(vars);
+        }
+        if (getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(vars);
+            }
+        }
+        if (getPrevAdditionalFilteringExpression() != null) {
+            getPrevAdditionalFilteringExpression().getValue().getUsedVariables(vars);
+        }
+        if (getPrevSecondaryKeyExprs() != null) {
+            for (Mutable<ILogicalExpression> e : getPrevSecondaryKeyExprs()) {
+                e.getValue().getUsedVariables(vars);
+            }
+        }
+        if (getOperationExpr() != null) {
+            getOperationExpr().getValue().getUsedVariables(vars);
+        }
+    }
+
+    @Override
+    public void getProducedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        // Do nothing (no variables are produced here).
     }
 
     @Override
@@ -144,6 +213,12 @@
         return createPropagatingAllInputsTypeEnvironment(ctx);
     }
 
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
     public List<Mutable<ILogicalExpression>> getPrimaryKeyExpressions() {
         return primaryKeyExprs;
     }
@@ -160,10 +235,26 @@
         return secondaryKeyExprs;
     }
 
+    public void setSecondaryKeyExprs(List<Mutable<ILogicalExpression>> secondaryKeyExprs) {
+        this.secondaryKeyExprs = secondaryKeyExprs;
+    }
+
     public Mutable<ILogicalExpression> getFilterExpression() {
         return filterExpr;
     }
 
+    public Mutable<ILogicalExpression> getBeforeOpFilterExpression() {
+        return beforeOpFilterExpr;
+    }
+
+    public void setFilterExpression(Mutable<ILogicalExpression> filterExpr) {
+        this.filterExpr = filterExpr;
+    }
+
+    public void setBeforeOpFilterExpression(Mutable<ILogicalExpression> beforeOpFilterExpr) {
+        this.beforeOpFilterExpr = beforeOpFilterExpr;
+    }
+
     public Kind getOperation() {
         return operation;
     }
@@ -201,11 +292,11 @@
         return numberOfAdditionalNonFilteringFields;
     }
 
-    public Mutable<ILogicalExpression> getUpsertIndicatorExpr() {
-        return upsertIndicatorExpr;
+    public Mutable<ILogicalExpression> getOperationExpr() {
+        return operationExpr;
     }
 
-    public void setUpsertIndicatorExpr(Mutable<ILogicalExpression> upsertIndicatorExpr) {
-        this.upsertIndicatorExpr = upsertIndicatorExpr;
+    public void setOperationExpr(Mutable<ILogicalExpression> operationExpr) {
+        this.operationExpr = operationExpr;
     }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java
index ce2f801..5a54c7e 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java
@@ -59,9 +59,9 @@
     // previous additional fields (for UPSERT)
     private List<LogicalVariable> prevAdditionalNonFilteringVars;
     private List<Object> prevAdditionalNonFilteringTypes;
-    // a boolean variable that indicates whether it's a delete operation (false) or upsert operation (true)
-    private LogicalVariable upsertIndicatorVar;
-    private Object upsertIndicatorVarType;
+    // int describing the upsert (e.g. upserting a new tuple or to an existing tuple or just deleting an existing one)
+    private LogicalVariable operationVar;
+    private Object operationVarType;
 
     public InsertDeleteUpsertOperator(IDataSource<?> dataSource, Mutable<ILogicalExpression> payloadExpr,
             List<Mutable<ILogicalExpression>> primaryKeyExprs,
@@ -88,7 +88,7 @@
     public void recomputeSchema() throws AlgebricksException {
         schema = new ArrayList<LogicalVariable>();
         if (operation == Kind.UPSERT) {
-            schema.add(upsertIndicatorVar);
+            schema.add(operationVar);
             // The upsert case also produces the previous record
             schema.add(prevRecordVar);
             if (additionalNonFilteringExpressions != null) {
@@ -103,7 +103,7 @@
 
     public void getProducedVariables(Collection<LogicalVariable> producedVariables) {
         if (operation == Kind.UPSERT) {
-            producedVariables.add(upsertIndicatorVar);
+            producedVariables.add(operationVar);
             producedVariables.add(prevRecordVar);
             if (prevAdditionalNonFilteringVars != null) {
                 producedVariables.addAll(prevAdditionalNonFilteringVars);
@@ -150,7 +150,7 @@
             @Override
             public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources) {
                 if (operation == Kind.UPSERT) {
-                    target.addVariable(upsertIndicatorVar);
+                    target.addVariable(operationVar);
                     target.addVariable(prevRecordVar);
                     if (prevAdditionalNonFilteringVars != null) {
                         for (LogicalVariable var : prevAdditionalNonFilteringVars) {
@@ -175,7 +175,7 @@
     public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
         PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
         if (operation == Kind.UPSERT) {
-            env.setVarType(upsertIndicatorVar, upsertIndicatorVarType);
+            env.setVarType(operationVar, operationVarType);
             env.setVarType(prevRecordVar, prevRecordType);
             if (prevAdditionalNonFilteringVars != null) {
                 for (int i = 0; i < prevAdditionalNonFilteringVars.size(); i++) {
@@ -229,20 +229,20 @@
         this.prevRecordVar = prevRecordVar;
     }
 
-    public LogicalVariable getUpsertIndicatorVar() {
-        return upsertIndicatorVar;
+    public LogicalVariable getOperationVar() {
+        return operationVar;
     }
 
-    public void setUpsertIndicatorVar(LogicalVariable upsertIndicatorVar) {
-        this.upsertIndicatorVar = upsertIndicatorVar;
+    public void setOperationVar(LogicalVariable operationVar) {
+        this.operationVar = operationVar;
     }
 
-    public Object getUpsertIndicatorVarType() {
-        return upsertIndicatorVarType;
+    public Object getOperationVarType() {
+        return operationVarType;
     }
 
-    public void setUpsertIndicatorVarType(Object upsertIndicatorVarType) {
-        this.upsertIndicatorVarType = upsertIndicatorVarType;
+    public void setOperationVarType(Object operationVarType) {
+        this.operationVarType = operationVarType;
     }
 
     public void setPrevRecordType(Object recordType) {
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java
index 4e382d2..d709184 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java
@@ -27,24 +27,40 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.properties.LeftOuterTypePropagationPolicy;
 import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
 import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
 import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 
 public class LeftOuterJoinOperator extends AbstractBinaryJoinOperator {
 
-    public LeftOuterJoinOperator(Mutable<ILogicalExpression> condition) {
+    private IAlgebricksConstantValue missingValue;
+
+    public LeftOuterJoinOperator(Mutable<ILogicalExpression> condition, IAlgebricksConstantValue missingValue) {
         super(JoinKind.LEFT_OUTER, condition);
+        setMissingValue(missingValue);
     }
 
     public LeftOuterJoinOperator(Mutable<ILogicalExpression> condition, Mutable<ILogicalOperator> input1,
-            Mutable<ILogicalOperator> input2) {
+            Mutable<ILogicalOperator> input2, IAlgebricksConstantValue missingValue) {
         super(JoinKind.LEFT_OUTER, condition, input1, input2);
+        setMissingValue(missingValue);
+    }
+
+    public IAlgebricksConstantValue getMissingValue() {
+        return missingValue;
+    }
+
+    public void setMissingValue(IAlgebricksConstantValue value) {
+        this.missingValue = validateMissingValue(value);
     }
 
     @Override
@@ -64,13 +80,40 @@
         for (int i = 0; i < n; i++) {
             envPointers[i] = new OpRefTypeEnvPointer(inputs.get(i), ctx);
         }
-        PropagatingTypeEnvironment env =
-                new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(), ctx.getMissableTypeComputer(),
-                        ctx.getMetadataProvider(), TypePropagationPolicy.LEFT_OUTER, envPointers);
+
+        TypePropagationPolicy typePropagationPolicy;
+        if (missingValue.isMissing()) {
+            typePropagationPolicy = LeftOuterTypePropagationPolicy.MISSABLE;
+        } else if (missingValue.isNull()) {
+            typePropagationPolicy = LeftOuterTypePropagationPolicy.NULLABLE;
+        } else {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE, String.valueOf(missingValue));
+        }
+        PropagatingTypeEnvironment env = new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getMissableTypeComputer(), ctx.getMetadataProvider(), typePropagationPolicy, envPointers);
+
+        // live variables from right branch can be MISSING (or NULL) together
         List<LogicalVariable> liveVars = new ArrayList<>();
-        VariableUtilities.getLiveVariables(inputs.get(1).getValue(), liveVars); // live variables from right branch can be MISSING together
-        env.getCorrelatedMissableVariableLists().add(liveVars);
+        VariableUtilities.getLiveVariables(inputs.get(1).getValue(), liveVars);
+        if (missingValue.isMissing()) {
+            env.getCorrelatedMissableVariableLists().add(liveVars);
+        } else if (missingValue.isNull()) {
+            env.getCorrelatedNullableVariableLists().add(liveVars);
+        } else {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE, String.valueOf(missingValue));
+        }
         return env;
     }
 
+    private static IAlgebricksConstantValue validateMissingValue(IAlgebricksConstantValue value) {
+        if (value == null) {
+            throw new NullPointerException();
+        } else if (value.isMissing()) {
+            return ConstantExpression.MISSING.getValue();
+        } else if (value.isNull()) {
+            return ConstantExpression.NULL.getValue();
+        } else {
+            throw new IllegalArgumentException(String.valueOf(value));
+        }
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java
index cd009c0..d91cf72 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java
@@ -25,10 +25,13 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
 import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 
 /**
  * Left-outer-unnest-map is similar to the unnest-map operator. The only
@@ -38,11 +41,21 @@
  */
 public class LeftOuterUnnestMapOperator extends AbstractUnnestMapOperator {
 
+    private IAlgebricksConstantValue missingValue;
+
     public LeftOuterUnnestMapOperator(List<LogicalVariable> variables, Mutable<ILogicalExpression> expression,
-            List<Object> variableTypes, boolean propagateInput) {
-        super(variables, expression, variableTypes, propagateInput);
+            List<Object> variableTypes, IAlgebricksConstantValue missingValue) {
         // propagateInput is always set to true for this operator.
-        this.propagateInput = true;
+        super(variables, expression, variableTypes, true);
+        setMissingValue(missingValue);
+    }
+
+    public IAlgebricksConstantValue getMissingValue() {
+        return missingValue;
+    }
+
+    public void setMissingValue(IAlgebricksConstantValue missingValue) {
+        this.missingValue = validateMissingValue(missingValue);
     }
 
     @Override
@@ -60,12 +73,32 @@
         // Propagates all input variables that come from the outer branch.
         PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
 
-        // The produced variables of the this operator are missable because of the left outer semantics.
+        // The produced variables of the this operator are missable (or nullable) because of the left outer semantics.
         for (int i = 0; i < variables.size(); i++) {
-            env.setVarType(variables.get(i), ctx.getMissableTypeComputer().makeMissableType(variableTypes.get(i)));
+            Object varType = variableTypes.get(i);
+            Object outVarType;
+            if (missingValue.isMissing()) {
+                outVarType = ctx.getMissableTypeComputer().makeMissableType(varType);
+            } else if (missingValue.isNull()) {
+                outVarType = ctx.getMissableTypeComputer().makeNullableType(varType);
+            } else {
+                throw new AlgebricksException(ErrorCode.ILLEGAL_STATE, getSourceLocation(), "");
+            }
+            env.setVarType(variables.get(i), outVarType);
         }
 
         return env;
     }
 
+    private static IAlgebricksConstantValue validateMissingValue(IAlgebricksConstantValue value) {
+        if (value == null) {
+            throw new NullPointerException();
+        } else if (value.isMissing()) {
+            return ConstantExpression.MISSING.getValue();
+        } else if (value.isNull()) {
+            return ConstantExpression.NULL.getValue();
+        } else {
+            throw new IllegalArgumentException(String.valueOf(value));
+        }
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestOperator.java
index 14996dd..1e493ad 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestOperator.java
@@ -19,20 +19,37 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMissableTypeComputer;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
 import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 
 public class LeftOuterUnnestOperator extends AbstractUnnestNonMapOperator {
 
-    public LeftOuterUnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression) {
+    private IAlgebricksConstantValue missingValue;
+
+    public LeftOuterUnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression,
+            IAlgebricksConstantValue missingValue) {
         super(variable, expression);
+        setMissingValue(missingValue);
     }
 
     public LeftOuterUnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression,
-            LogicalVariable positionalVariable, Object positionalVariableType) {
+            LogicalVariable positionalVariable, Object positionalVariableType, IAlgebricksConstantValue missingValue) {
         super(variable, expression, positionalVariable, positionalVariableType);
+        setMissingValue(missingValue);
+    }
+
+    public IAlgebricksConstantValue getMissingValue() {
+        return missingValue;
+    }
+
+    public void setMissingValue(IAlgebricksConstantValue missingValue) {
+        this.missingValue = validateMissingValue(missingValue);
     }
 
     @Override
@@ -45,10 +62,26 @@
         PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
 
         // The produced variables of the this operator are missable because of the left outer semantics.
+        Object outVarType, outPositionalVarType = null;
         Object t = env.getType(expression.getValue());
-        env.setVarType(variables.get(0), ctx.getMissableTypeComputer().makeMissableType(t));
+        IMissableTypeComputer tc = ctx.getMissableTypeComputer();
+        if (missingValue.isMissing()) {
+            outVarType = tc.makeMissableType(t);
+            if (positionalVariable != null) {
+                outPositionalVarType = tc.makeMissableType(positionalVariableType);
+            }
+        } else if (missingValue.isNull()) {
+            outVarType = tc.makeNullableType(t);
+            if (positionalVariable != null) {
+                outPositionalVarType = tc.makeNullableType(positionalVariableType);
+            }
+        } else {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE, getSourceLocation(), "");
+        }
+
+        env.setVarType(variables.get(0), outVarType);
         if (positionalVariable != null) {
-            env.setVarType(positionalVariable, ctx.getMissableTypeComputer().makeMissableType(positionalVariableType));
+            env.setVarType(positionalVariable, outPositionalVarType);
         }
 
         return env;
@@ -58,4 +91,16 @@
     public LogicalOperatorTag getOperatorTag() {
         return LogicalOperatorTag.LEFT_OUTER_UNNEST;
     }
+
+    private static IAlgebricksConstantValue validateMissingValue(IAlgebricksConstantValue value) {
+        if (value == null) {
+            throw new NullPointerException();
+        } else if (value.isMissing()) {
+            return ConstantExpression.MISSING.getValue();
+        } else if (value.isNull()) {
+            return ConstantExpression.NULL.getValue();
+        } else {
+            throw new IllegalArgumentException(String.valueOf(value));
+        }
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java
index b2e2dfd..0b2c32d 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java
@@ -19,6 +19,7 @@
 package org.apache.hyracks.algebricks.core.algebra.operators.logical;
 
 import java.util.ArrayList;
+import java.util.List;
 
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
@@ -27,9 +28,12 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
 import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
@@ -41,13 +45,28 @@
 
 public class SelectOperator extends AbstractLogicalOperator {
     private final Mutable<ILogicalExpression> condition;
-    private final boolean retainMissing;
+    private final IAlgebricksConstantValue retainMissingAsValue;
     private final LogicalVariable nullPlaceholderVar;
 
-    public SelectOperator(Mutable<ILogicalExpression> condition, boolean retainMissing,
+    public SelectOperator(Mutable<ILogicalExpression> condition) {
+        this(condition, null, null);
+    }
+
+    public SelectOperator(Mutable<ILogicalExpression> condition, IAlgebricksConstantValue retainMissingAsValue,
             LogicalVariable nullPlaceholderVar) {
         this.condition = condition;
-        this.retainMissing = retainMissing;
+        if (retainMissingAsValue == null) {
+            this.retainMissingAsValue = null;
+            if (nullPlaceholderVar != null) {
+                throw new IllegalArgumentException(nullPlaceholderVar.toString());
+            }
+        } else if (retainMissingAsValue.isMissing()) {
+            this.retainMissingAsValue = ConstantExpression.MISSING.getValue();
+        } else if (retainMissingAsValue.isNull()) {
+            this.retainMissingAsValue = ConstantExpression.NULL.getValue();
+        } else {
+            throw new IllegalArgumentException(retainMissingAsValue.toString());
+        }
         this.nullPlaceholderVar = nullPlaceholderVar;
     }
 
@@ -60,11 +79,11 @@
         return condition;
     }
 
-    public boolean getRetainMissing() {
-        return retainMissing;
+    public IAlgebricksConstantValue getRetainMissingAsValue() {
+        return retainMissingAsValue;
     }
 
-    public LogicalVariable getMissingPlaceholderVariable() throws AlgebricksException {
+    public LogicalVariable getMissingPlaceholderVariable() {
         return nullPlaceholderVar;
     }
 
@@ -109,12 +128,11 @@
         ILogicalExpression a1 = f1.getArguments().get(0).getValue();
         if (a1.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
             AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
-            if (f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
-                ILogicalExpression a2 = f2.getArguments().get(0).getValue();
-                if (a2.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
-                    LogicalVariable var = ((VariableReferenceExpression) a2).getVariableReference();
-                    env.getNonMissableVariables().add(var);
-                }
+            FunctionIdentifier f2id = f2.getFunctionIdentifier();
+            if (f2id.equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
+                extractFunctionArgVarInto(f2, env.getNonMissableVariables());
+            } else if (f2id.equals(AlgebricksBuiltinFunctions.IS_NULL)) {
+                extractFunctionArgVarInto(f2, env.getNonNullableVariables());
             }
         }
         return env;
@@ -124,4 +142,13 @@
     public boolean requiresVariableReferenceExpressions() {
         return false;
     }
+
+    private static void extractFunctionArgVarInto(AbstractFunctionCallExpression callExpr,
+            List<? super LogicalVariable> outList) {
+        ILogicalExpression arg = callExpr.getArguments().get(0).getValue();
+        if (arg.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+            LogicalVariable var = ((VariableReferenceExpression) arg).getVariableReference();
+            outList.add(var);
+        }
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
index ccdbd1f..f3717c8 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
@@ -556,6 +556,17 @@
     public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, IOptimizationContext ctx)
             throws AlgebricksException {
         propagateFDsAndEquivClasses(op, ctx);
+        if (!op.getNestedPlans().isEmpty()) {
+            Map<LogicalVariable, EquivalenceClass> equivalenceClasses = ctx.getEquivalenceClassMap(op);
+            List<FunctionalDependency> functionalDependencies = ctx.getFDList(op);
+            for (ILogicalPlan p : op.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    ILogicalOperator op2 = r.getValue();
+                    equivalenceClasses.putAll(getOrComputeEqClasses(op2, ctx));
+                    functionalDependencies.addAll(getOrComputeFDs(op2, ctx));
+                }
+            }
+        }
         return null;
     }
 
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
index 09d0c14..e4df397 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
@@ -225,6 +225,9 @@
             return Boolean.FALSE;
         }
         LeftOuterJoinOperator joinOpArg = (LeftOuterJoinOperator) copyAndSubstituteVar(op, arg);
+        if (!op.getMissingValue().equals(joinOpArg.getMissingValue())) {
+            return Boolean.FALSE;
+        }
         boolean isomorphic = op.getCondition().getValue().equals(joinOpArg.getCondition().getValue());
         return isomorphic;
     }
@@ -451,6 +454,10 @@
         if (!isomorphic) {
             return Boolean.FALSE;
         }
+        isomorphic = op.getMissingValue().equals(loUnnestOpArg.getMissingValue());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
         isomorphic = op.getExpressionRef().getValue().equals(loUnnestOpArg.getExpressionRef().getValue());
         return isomorphic;
     }
@@ -515,6 +522,9 @@
         if (!partProp.getPartitioningType().equals(partPropArg.getPartitioningType())) {
             return Boolean.FALSE;
         }
+        if (!partProp.getNodeDomain().sameAs(partPropArg.getNodeDomain())) {
+            return Boolean.FALSE;
+        }
         List<LogicalVariable> columns = new ArrayList<LogicalVariable>();
         partProp.getColumns(columns);
         List<LogicalVariable> columnsArg = new ArrayList<LogicalVariable>();
@@ -601,11 +611,31 @@
             return Boolean.FALSE;
         }
         IndexInsertDeleteUpsertOperator insertOpArg = (IndexInsertDeleteUpsertOperator) copyAndSubstituteVar(op, arg);
-        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), insertOpArg.getSchema());
-        if (!op.getDataSourceIndex().equals(insertOpArg.getDataSourceIndex())) {
-            isomorphic = false;
+        if (!VariableUtilities.varListEqualUnordered(op.getSchema(), insertOpArg.getSchema())) {
+            return Boolean.FALSE;
         }
-        return isomorphic;
+
+        // Verify that our index expressions and variables are equal.
+        if (!Objects.equals(op.getDataSourceIndex(), insertOpArg.getDataSourceIndex())
+                || !Objects.equals(op.getPrimaryKeyExpressions(), insertOpArg.getPrimaryKeyExpressions())
+                || !Objects.equals(op.getSecondaryKeyExpressions(), insertOpArg.getSecondaryKeyExpressions())
+                || !Objects.equals(op.getFilterExpression(), insertOpArg.getFilterExpression())
+                || !Objects.equals(op.getBeforeOpFilterExpression(), insertOpArg.getBeforeOpFilterExpression())
+                || !Objects.equals(op.getOperation(), insertOpArg.getOperation())
+                || (op.isBulkload() != insertOpArg.isBulkload())
+                || !Objects.equals(op.getAdditionalFilteringExpressions(),
+                        insertOpArg.getAdditionalFilteringExpressions())
+                || !Objects.equals(op.getPrevSecondaryKeyExprs(), insertOpArg.getPrevSecondaryKeyExprs())
+                || !Objects.equals(op.getPrevAdditionalFilteringExpression(),
+                        insertOpArg.getPrevAdditionalFilteringExpression())
+                || !Objects.equals(op.getOperationExpr(), insertOpArg.getOperationExpr())
+                || (op.getNumberOfAdditionalNonFilteringFields() != insertOpArg
+                        .getNumberOfAdditionalNonFilteringFields())) {
+            return Boolean.FALSE;
+        }
+
+        // Check our nested plans as well.
+        return compareSubplans(op.getNestedPlans(), insertOpArg.getNestedPlans());
     }
 
     @Override
@@ -798,6 +828,10 @@
         if (!isomorphic) {
             return Boolean.FALSE;
         }
+        isomorphic = op.getMissingValue().equals(unnestOpArg.getMissingValue());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
         isomorphic = op.getExpressionRef().getValue().equals(unnestOpArg.getExpressionRef().getValue());
         return isomorphic;
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
index 5cf0b5f..8ca2b83 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
@@ -303,7 +303,8 @@
     @Override
     public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, ILogicalOperator arg)
             throws AlgebricksException {
-        mapVariablesStandard(op, arg);
+        mapChildren(op, arg);
+        mapVariablesInNestedPlans(op, arg);
         return null;
     }
 
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java
index e05d12a..e242531 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java
@@ -389,7 +389,7 @@
         LeftOuterJoinOperator opCopy =
                 new LeftOuterJoinOperator(exprDeepCopyVisitor.deepCopyExpressionReference(op.getCondition()),
                         deepCopyOperatorReference(op.getInputs().get(0), arg),
-                        deepCopyOperatorReference(op.getInputs().get(1), arg));
+                        deepCopyOperatorReference(op.getInputs().get(1), arg), op.getMissingValue());
         copyAnnotations(op, opCopy);
         copySourceLocation(op, opCopy);
         opCopy.setExecutionMode(op.getExecutionMode());
@@ -474,7 +474,7 @@
     @Override
     public ILogicalOperator visitSelectOperator(SelectOperator op, ILogicalOperator arg) throws AlgebricksException {
         SelectOperator opCopy = new SelectOperator(exprDeepCopyVisitor.deepCopyExpressionReference(op.getCondition()),
-                op.getRetainMissing(), deepCopyVariable(op.getMissingPlaceholderVariable()));
+                op.getRetainMissingAsValue(), deepCopyVariable(op.getMissingPlaceholderVariable()));
         deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
         return opCopy;
     }
@@ -544,7 +544,7 @@
             throws AlgebricksException {
         LeftOuterUnnestMapOperator opCopy = new LeftOuterUnnestMapOperator(deepCopyVariableList(op.getVariables()),
                 exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()), op.getVariableTypes(),
-                op.propagatesInput());
+                op.getMissingValue());
         deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
         return opCopy;
     }
@@ -590,7 +590,7 @@
             throws AlgebricksException {
         LeftOuterUnnestOperator opCopy = new LeftOuterUnnestOperator(deepCopyVariable(op.getVariable()),
                 exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()),
-                deepCopyVariable(op.getPositionalVariable()), op.getPositionalVariableType());
+                deepCopyVariable(op.getPositionalVariable()), op.getPositionalVariableType(), op.getMissingValue());
         deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
         return opCopy;
     }
@@ -619,11 +619,11 @@
         List<LogicalVariable> varCopy = deepCopyVariableList(op.getVariables());
         List<Mutable<ILogicalExpression>> exprCopy =
                 exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions());
-        List<ILogicalPlan> nestedPlansCopy = new ArrayList<>();
         WindowOperator opCopy = new WindowOperator(partitionExprCopy, orderExprCopy, frameValueExprCopy,
                 frameStartExprCopy, frameStartValidationExprCopy, frameEndExprCopy, frameEndValidationExprCopy,
                 frameExcludeExprCopy, op.getFrameExcludeNegationStartIdx(), frameExcludeUnaryExprCopy,
-                frameOffsetExprCopy, op.getFrameMaxObjects(), varCopy, exprCopy, nestedPlansCopy);
+                frameOffsetExprCopy, op.getFrameMaxObjects(), varCopy, exprCopy, null);
+        List<ILogicalPlan> nestedPlansCopy = opCopy.getNestedPlans();
         deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
         deepCopyPlanList(op.getNestedPlans(), nestedPlansCopy, opCopy);
         return opCopy;
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java
index 46999b0..c2ee661 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java
@@ -133,7 +133,7 @@
     @Override
     public ILogicalOperator visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
         return new LeftOuterJoinOperator(deepCopyExpressionRef(op.getCondition()), op.getInputs().get(0),
-                op.getInputs().get(1));
+                op.getInputs().get(1), op.getMissingValue());
     }
 
     @Override
@@ -158,7 +158,7 @@
 
     @Override
     public ILogicalOperator visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
-        return new SelectOperator(deepCopyExpressionRef(op.getCondition()), op.getRetainMissing(),
+        return new SelectOperator(deepCopyExpressionRef(op.getCondition()), op.getRetainMissingAsValue(),
                 op.getMissingPlaceholderVariable());
     }
 
@@ -247,7 +247,7 @@
         ArrayList<LogicalVariable> newInputList = new ArrayList<>();
         newInputList.addAll(op.getVariables());
         return new LeftOuterUnnestMapOperator(newInputList, deepCopyExpressionRef(op.getExpressionRef()),
-                new ArrayList<>(op.getVariableTypes()), op.propagatesInput());
+                new ArrayList<>(op.getVariableTypes()), op.getMissingValue());
     }
 
     @Override
@@ -324,12 +324,18 @@
         deepCopyExpressionRefs(newSecondaryKeyExpressions, op.getSecondaryKeyExpressions());
         Mutable<ILogicalExpression> newFilterExpression =
                 new MutableObject<>(((AbstractLogicalExpression) op.getFilterExpression()).cloneExpression());
+        Mutable<ILogicalExpression> newBeforeOpFilterExpression =
+                new MutableObject<>(((AbstractLogicalExpression) op.getBeforeOpFilterExpression()).cloneExpression());
         List<Mutable<ILogicalExpression>> newLSMComponentFilterExpressions = new ArrayList<>();
         deepCopyExpressionRefs(newLSMComponentFilterExpressions, op.getAdditionalFilteringExpressions());
-        IndexInsertDeleteUpsertOperator indexInsertDeleteOp = new IndexInsertDeleteUpsertOperator(
-                op.getDataSourceIndex(), newPrimaryKeyExpressions, newSecondaryKeyExpressions, newFilterExpression,
-                op.getOperation(), op.isBulkload(), op.getNumberOfAdditionalNonFilteringFields());
+        IndexInsertDeleteUpsertOperator indexInsertDeleteOp =
+                new IndexInsertDeleteUpsertOperator(op.getDataSourceIndex(), newPrimaryKeyExpressions,
+                        newSecondaryKeyExpressions, newFilterExpression, newBeforeOpFilterExpression, op.getOperation(),
+                        op.isBulkload(), op.getNumberOfAdditionalNonFilteringFields());
         indexInsertDeleteOp.setAdditionalFilteringExpressions(newLSMComponentFilterExpressions);
+        for (ILogicalPlan plan : op.getNestedPlans()) {
+            indexInsertDeleteOp.getNestedPlans().add(OperatorManipulationUtil.deepCopy(plan, indexInsertDeleteOp));
+        }
         return indexInsertDeleteOp;
     }
 
@@ -414,7 +420,7 @@
     public ILogicalOperator visitLeftOuterUnnestOperator(LeftOuterUnnestOperator op, Void arg)
             throws AlgebricksException {
         return new LeftOuterUnnestOperator(op.getVariable(), deepCopyExpressionRef(op.getExpressionRef()),
-                op.getPositionalVariable(), op.getPositionalVariableType());
+                op.getPositionalVariable(), op.getPositionalVariableType(), op.getMissingValue());
     }
 
     @Override
@@ -442,11 +448,11 @@
         deepCopyVars(newVariables, op.getVariables());
         List<Mutable<ILogicalExpression>> newExpressions = new ArrayList<>();
         deepCopyExpressionRefs(newExpressions, op.getExpressions());
-        List<ILogicalPlan> newNestedPlans = new ArrayList<>();
         WindowOperator newWinOp = new WindowOperator(newPartitionExprs, newOrderExprs, newFrameValueExprs,
                 newFrameStartExprs, newFrameStartValidationExprs, newFrameEndExprs, newFrameEndValidationExprs,
                 newFrameExclusionExprs, op.getFrameExcludeNegationStartIdx(), newFrameExcludeUnaryExpr,
-                newFrameOffsetExpr, op.getFrameMaxObjects(), newVariables, newExpressions, newNestedPlans);
+                newFrameOffsetExpr, op.getFrameMaxObjects(), newVariables, newExpressions, null);
+        List<ILogicalPlan> newNestedPlans = newWinOp.getNestedPlans();
         for (ILogicalPlan nestedPlan : op.getNestedPlans()) {
             newNestedPlans.add(OperatorManipulationUtil.deepCopy(nestedPlan, newWinOp));
         }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
index bd90729..44bb7e2 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
@@ -309,6 +309,7 @@
     @Override
     public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
             throws AlgebricksException {
+        // Variables in our nested plan are not propagated.
         standardLayout(op);
         return null;
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
index a2107e5..439e493 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
@@ -421,8 +421,8 @@
             Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
         boolean producedVarFound = false;
         if (op.getOperation() == InsertDeleteUpsertOperator.Kind.UPSERT) {
-            if (op.getUpsertIndicatorVar() != null && op.getUpsertIndicatorVar().equals(pair.first)) {
-                op.setUpsertIndicatorVar(pair.second);
+            if (op.getOperationVar() != null && op.getOperationVar().equals(pair.first)) {
+                op.setOperationVar(pair.second);
                 producedVarFound = true;
             } else if (op.getBeforeOpRecordVar() != null && op.getBeforeOpRecordVar().equals(pair.first)) {
                 op.setPrevRecordVar(pair.second);
@@ -452,10 +452,14 @@
         substUsedVariablesInExpr(op.getPrimaryKeyExpressions(), pair.first, pair.second);
         substUsedVariablesInExpr(op.getSecondaryKeyExpressions(), pair.first, pair.second);
         substUsedVariablesInExpr(op.getFilterExpression(), pair.first, pair.second);
+        substUsedVariablesInExpr(op.getBeforeOpFilterExpression(), pair.first, pair.second);
         substUsedVariablesInExpr(op.getAdditionalFilteringExpressions(), pair.first, pair.second);
-        substUsedVariablesInExpr(op.getUpsertIndicatorExpr(), pair.first, pair.second);
+        substUsedVariablesInExpr(op.getOperationExpr(), pair.first, pair.second);
         substUsedVariablesInExpr(op.getPrevSecondaryKeyExprs(), pair.first, pair.second);
         substUsedVariablesInExpr(op.getPrevAdditionalFilteringExpression(), pair.first, pair.second);
+        if (!op.getNestedPlans().isEmpty()) {
+            substInNestedPlans(op, pair.first, pair.second);
+        }
         return null;
     }
 
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
index 65e9023..174b184 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
@@ -405,7 +405,8 @@
     }
 
     @Override
-    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg) {
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
         for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
             e.getValue().getUsedVariables(usedVariables);
         }
@@ -415,6 +416,9 @@
         if (op.getFilterExpression() != null) {
             op.getFilterExpression().getValue().getUsedVariables(usedVariables);
         }
+        if (op.getBeforeOpFilterExpression() != null) {
+            op.getBeforeOpFilterExpression().getValue().getUsedVariables(usedVariables);
+        }
         if (op.getAdditionalFilteringExpressions() != null) {
             for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
                 e.getValue().getUsedVariables(usedVariables);
@@ -428,9 +432,10 @@
                 e.getValue().getUsedVariables(usedVariables);
             }
         }
-        if (op.getUpsertIndicatorExpr() != null) {
-            op.getUpsertIndicatorExpr().getValue().getUsedVariables(usedVariables);
+        if (op.getOperationExpr() != null) {
+            op.getOperationExpr().getValue().getUsedVariables(usedVariables);
         }
+        visitNestedPlans(op);
         return null;
     }
 
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java
index 059a357..69db58d 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java
@@ -30,8 +30,11 @@
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
 
@@ -179,4 +182,10 @@
         return varSet.equals(varArgSet);
     }
 
+    public static LogicalVariable getVariable(ILogicalExpression expr) {
+        if (expr != null && expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+            return ((VariableReferenceExpression) expr).getVariableReference();
+        }
+        return null;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
index 438d9ee..4bc7502 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
@@ -137,7 +137,7 @@
     protected AlgebricksPipeline[] compileSubplans(IOperatorSchema outerPlanSchema,
             AbstractOperatorWithNestedPlans npOp, IOperatorSchema opSchema, JobGenContext context)
             throws AlgebricksException {
-        List<List<AlgebricksPipeline>> subplans = compileSubplansImpl(outerPlanSchema, npOp, opSchema, context);
+        List<List<AlgebricksPipeline>> subplans = compileSubplansImpl(outerPlanSchema, npOp, opSchema, context, true);
         int n = subplans.size();
         AlgebricksPipeline[] result = new AlgebricksPipeline[n];
         for (int i = 0; i < n; i++) {
@@ -153,26 +153,28 @@
     }
 
     protected List<List<AlgebricksPipeline>> compileSubplansImpl(IOperatorSchema outerPlanSchema,
-            AbstractOperatorWithNestedPlans npOp, IOperatorSchema opSchema, JobGenContext context)
-            throws AlgebricksException {
+            AbstractOperatorWithNestedPlans npOp, IOperatorSchema opSchema, JobGenContext context,
+            boolean withProjection) throws AlgebricksException {
         List<List<AlgebricksPipeline>> subplans = new ArrayList<>(npOp.getNestedPlans().size());
         PlanCompiler pc = new PlanCompiler(context);
         for (ILogicalPlan p : npOp.getNestedPlans()) {
-            subplans.add(buildPipelineWithProjection(p, outerPlanSchema, opSchema, pc));
+            subplans.add(buildPipeline(p, outerPlanSchema, opSchema, pc, withProjection));
         }
         return subplans;
     }
 
-    private List<AlgebricksPipeline> buildPipelineWithProjection(ILogicalPlan p, IOperatorSchema outerPlanSchema,
-            IOperatorSchema opSchema, PlanCompiler pc) throws AlgebricksException {
+    private List<AlgebricksPipeline> buildPipeline(ILogicalPlan p, IOperatorSchema outerPlanSchema,
+            IOperatorSchema opSchema, PlanCompiler pc, boolean withProjection) throws AlgebricksException {
         if (p.getRoots().size() > 1) {
             throw new NotImplementedException("Nested plans with several roots are not supported.");
         }
         JobSpecification nestedJob = pc.compileNestedPlan(p, outerPlanSchema);
-        ILogicalOperator topOpInSubplan = p.getRoots().get(0).getValue();
-        JobGenContext context = pc.getContext();
-        IOperatorSchema topOpInSubplanScm = context.getSchema(topOpInSubplan);
-        opSchema.addAllVariables(topOpInSubplanScm);
+        if (withProjection) {
+            ILogicalOperator topOpInSubplan = p.getRoots().get(0).getValue();
+            JobGenContext context = pc.getContext();
+            IOperatorSchema topOpInSubplanScm = context.getSchema(topOpInSubplan);
+            opSchema.addAllVariables(topOpInSubplanScm);
+        }
 
         Map<OperatorDescriptorId, IOperatorDescriptor> opMap = nestedJob.getOperatorMap();
         List<? extends IOperatorDescriptor> metaOps = nestedJob.getMetaOps();
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractUnnestPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractUnnestPOperator.java
index 90e88dc..45360d4 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractUnnestPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractUnnestPOperator.java
@@ -31,11 +31,13 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestNonMapOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestOperator;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
 import org.apache.hyracks.algebricks.data.IUnnestingPositionWriterFactory;
 import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
 import org.apache.hyracks.algebricks.runtime.operators.std.UnnestRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.util.LogRedactionUtil;
 
@@ -84,8 +86,11 @@
         int[] projectionList = JobGenHelper.projectAllVariables(opSchema);
         IUnnestingPositionWriterFactory positionWriterFactory =
                 unnest.hasPositionalVariable() ? context.getUnnestingPositionWriterFactory() : null;
+        IMissingWriterFactory missingWriterFactory = leftOuter
+                ? JobGenHelper.getMissingWriterFactory(context, ((LeftOuterUnnestOperator) op).getMissingValue())
+                : null;
         UnnestRuntimeFactory unnestRuntime = new UnnestRuntimeFactory(outCol, unnestingFactory, projectionList,
-                positionWriterFactory, leftOuter, context.getMissingWriterFactory());
+                positionWriterFactory, leftOuter, missingWriterFactory);
         unnestRuntime.setSourceLocation(unnest.getSourceLocation());
         RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
         builder.contributeMicroOperator(unnest, unnestRuntime, recDesc);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java
index c7c7588..cc89deb 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java
@@ -36,6 +36,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
 import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
 import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
@@ -108,10 +109,11 @@
         IBinaryHashFunctionFamily[] rightHashFunFamilies =
                 JobGenHelper.variablesToBinaryHashFunctionFamilies(keysRightBranch, env, context);
 
-        IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider =
-                context.getPredicateEvaluatorFactoryProvider();
-        IPredicateEvaluatorFactory predEvaluatorFactory = predEvaluatorFactoryProvider == null ? null
-                : predEvaluatorFactoryProvider.getPredicateEvaluatorFactory(keysLeft, keysRight);
+        IPredicateEvaluatorFactoryProvider predEvalFactoryProvider = context.getPredicateEvaluatorFactoryProvider();
+        IPredicateEvaluatorFactory leftPredEvalFactory =
+                predEvalFactoryProvider == null ? null : predEvalFactoryProvider.getPredicateEvaluatorFactory(keysLeft);
+        IPredicateEvaluatorFactory rightPredEvalFactory = predEvalFactoryProvider == null ? null
+                : predEvalFactoryProvider.getPredicateEvaluatorFactory(keysRight);
 
         RecordDescriptor recDescriptor =
                 JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
@@ -128,9 +130,9 @@
         IOperatorDescriptorRegistry spec = builder.getJobSpec();
         IOperatorDescriptor opDesc;
 
-        opDesc = generateOptimizedHashJoinRuntime(context, inputSchemas, keysLeft, keysRight, leftHashFunFamilies,
-                rightHashFunFamilies, comparatorFactory, reverseComparatorFactory, predEvaluatorFactory, recDescriptor,
-                spec);
+        opDesc = generateOptimizedHashJoinRuntime(context, joinOp, inputSchemas, keysLeft, keysRight,
+                leftHashFunFamilies, rightHashFunFamilies, comparatorFactory, reverseComparatorFactory,
+                leftPredEvalFactory, rightPredEvalFactory, recDescriptor, spec);
         opDesc.setSourceLocation(op.getSourceLocation());
         contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
 
@@ -140,25 +142,24 @@
         builder.contributeGraphEdge(src2, 0, op, 1);
     }
 
-    private IOperatorDescriptor generateOptimizedHashJoinRuntime(JobGenContext context, IOperatorSchema[] inputSchemas,
-            int[] keysLeft, int[] keysRight, IBinaryHashFunctionFamily[] leftHashFunFamilies,
-            IBinaryHashFunctionFamily[] rightHashFunFamilies, ITuplePairComparatorFactory comparatorFactory,
-            ITuplePairComparatorFactory reverseComparatorFactory, IPredicateEvaluatorFactory predEvaluatorFactory,
-            RecordDescriptor recDescriptor, IOperatorDescriptorRegistry spec) {
+    private IOperatorDescriptor generateOptimizedHashJoinRuntime(JobGenContext context,
+            AbstractBinaryJoinOperator joinOp, IOperatorSchema[] inputSchemas, int[] keysLeft, int[] keysRight,
+            IBinaryHashFunctionFamily[] leftHashFunFamilies, IBinaryHashFunctionFamily[] rightHashFunFamilies,
+            ITuplePairComparatorFactory comparatorFactory, ITuplePairComparatorFactory reverseComparatorFactory,
+            IPredicateEvaluatorFactory leftPredEvalFactory, IPredicateEvaluatorFactory rightPredEvalFactory,
+            RecordDescriptor recDescriptor, IOperatorDescriptorRegistry spec) throws AlgebricksException {
         int memSizeInFrames = localMemoryRequirements.getMemoryBudgetInFrames();
         switch (kind) {
             case INNER:
                 return new OptimizedHybridHashJoinOperatorDescriptor(spec, memSizeInFrames, maxInputBuildSizeInFrames,
                         getFudgeFactor(), keysLeft, keysRight, leftHashFunFamilies, rightHashFunFamilies, recDescriptor,
-                        comparatorFactory, reverseComparatorFactory, predEvaluatorFactory);
+                        comparatorFactory, reverseComparatorFactory, leftPredEvalFactory, rightPredEvalFactory);
             case LEFT_OUTER:
-                IMissingWriterFactory[] nonMatchWriterFactories = new IMissingWriterFactory[inputSchemas[1].getSize()];
-                for (int j = 0; j < nonMatchWriterFactories.length; j++) {
-                    nonMatchWriterFactories[j] = context.getMissingWriterFactory();
-                }
+                IMissingWriterFactory[] nonMatchWriterFactories = JobGenHelper.createMissingWriterFactories(context,
+                        ((LeftOuterJoinOperator) joinOp).getMissingValue(), inputSchemas[1].getSize());
                 return new OptimizedHybridHashJoinOperatorDescriptor(spec, memSizeInFrames, maxInputBuildSizeInFrames,
                         getFudgeFactor(), keysLeft, keysRight, leftHashFunFamilies, rightHashFunFamilies, recDescriptor,
-                        comparatorFactory, reverseComparatorFactory, predEvaluatorFactory, true,
+                        comparatorFactory, reverseComparatorFactory, leftPredEvalFactory, rightPredEvalFactory, true,
                         nonMatchWriterFactories);
             default:
                 throw new NotImplementedException();
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
index 8f911b4..b96b887 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
@@ -34,6 +34,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
 import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
@@ -43,8 +44,6 @@
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
 import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
@@ -92,11 +91,6 @@
         IBinaryHashFunctionFactory[] rightHashFunFactories =
                 JobGenHelper.variablesToBinaryHashFunctionFactories(keysRightBranch, env, context);
 
-        IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider =
-                context.getPredicateEvaluatorFactoryProvider();
-        IPredicateEvaluatorFactory predEvaluatorFactory = predEvaluatorFactoryProvider == null ? null
-                : predEvaluatorFactoryProvider.getPredicateEvaluatorFactory(keysLeft, keysRight);
-
         RecordDescriptor recDescriptor =
                 JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
         IOperatorSchema[] conditionInputSchemas = new IOperatorSchema[1];
@@ -115,17 +109,14 @@
         switch (kind) {
             case INNER:
                 opDesc = new InMemoryHashJoinOperatorDescriptor(spec, keysLeft, keysRight, leftHashFunFactories,
-                        rightHashFunFactories, comparatorFactory, recDescriptor, tableSize, predEvaluatorFactory,
-                        memSizeInFrames);
+                        rightHashFunFactories, comparatorFactory, recDescriptor, tableSize, memSizeInFrames);
                 break;
             case LEFT_OUTER:
-                IMissingWriterFactory[] nonMatchWriterFactories = new IMissingWriterFactory[inputSchemas[1].getSize()];
-                for (int j = 0; j < nonMatchWriterFactories.length; j++) {
-                    nonMatchWriterFactories[j] = context.getMissingWriterFactory();
-                }
+                IMissingWriterFactory[] nonMatchWriterFactories = JobGenHelper.createMissingWriterFactories(context,
+                        ((LeftOuterJoinOperator) joinOp).getMissingValue(), inputSchemas[1].getSize());
                 opDesc = new InMemoryHashJoinOperatorDescriptor(spec, keysLeft, keysRight, leftHashFunFactories,
-                        rightHashFunFactories, comparatorFactory, predEvaluatorFactory, recDescriptor, true,
-                        nonMatchWriterFactories, tableSize, memSizeInFrames);
+                        rightHashFunFactories, comparatorFactory, recDescriptor, true, nonMatchWriterFactories,
+                        tableSize, memSizeInFrames);
                 break;
             default:
                 throw new NotImplementedException();
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java
index 6512700..7d70117 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java
@@ -134,7 +134,7 @@
                 context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
         Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints =
                 mp.getIndexInsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv, primaryKeys,
-                        secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec, true);
+                        secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec, true, null, null);
         IOperatorDescriptor opDesc = runtimeAndConstraints.first;
         opDesc.setSourceLocation(indexInsertDeleteOp.getSourceLocation());
         builder.contributeHyracksOperator(indexInsertDeleteOp, opDesc);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java
index 228ca52..3416163 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java
@@ -43,8 +43,11 @@
 import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.core.jobgen.impl.PlanCompiler;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
 import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 import org.apache.hyracks.api.job.JobSpecification;
 
 public class IndexInsertDeleteUpsertPOperator extends AbstractPhysicalOperator {
@@ -52,18 +55,19 @@
     private final List<LogicalVariable> primaryKeys;
     private final List<LogicalVariable> secondaryKeys;
     private final ILogicalExpression filterExpr;
+    private final ILogicalExpression prevFilterExpr;
     private final IDataSourceIndex<?, ?> dataSourceIndex;
     private final List<LogicalVariable> additionalFilteringKeys;
-    private final LogicalVariable upsertIndicatorVar;
+    private final LogicalVariable operationVar;
     private final List<LogicalVariable> prevSecondaryKeys;
     private final LogicalVariable prevAdditionalFilteringKey;
     private final int numOfAdditionalNonFilteringFields;
 
     public IndexInsertDeleteUpsertPOperator(List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
             List<LogicalVariable> additionalFilteringKeys, Mutable<ILogicalExpression> filterExpr,
-            IDataSourceIndex<?, ?> dataSourceIndex, LogicalVariable upsertIndicatorVar,
-            List<LogicalVariable> prevSecondaryKeys, LogicalVariable prevAdditionalFilteringKey,
-            int numOfAdditionalNonFilteringFields) {
+            Mutable<ILogicalExpression> prevFilterExpr, IDataSourceIndex<?, ?> dataSourceIndex,
+            LogicalVariable operationVar, List<LogicalVariable> prevSecondaryKeys,
+            LogicalVariable prevAdditionalFilteringKey, int numOfAdditionalNonFilteringFields) {
         this.primaryKeys = primaryKeys;
         this.secondaryKeys = secondaryKeys;
         if (filterExpr != null) {
@@ -71,9 +75,14 @@
         } else {
             this.filterExpr = null;
         }
+        if (prevFilterExpr != null) {
+            this.prevFilterExpr = prevFilterExpr.getValue();
+        } else {
+            this.prevFilterExpr = null;
+        }
         this.dataSourceIndex = dataSourceIndex;
         this.additionalFilteringKeys = additionalFilteringKeys;
-        this.upsertIndicatorVar = upsertIndicatorVar;
+        this.operationVar = operationVar;
         this.prevSecondaryKeys = prevSecondaryKeys;
         this.prevAdditionalFilteringKey = prevAdditionalFilteringKey;
         this.numOfAdditionalNonFilteringFields = numOfAdditionalNonFilteringFields;
@@ -113,8 +122,27 @@
             IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
             throws AlgebricksException {
         IndexInsertDeleteUpsertOperator insertDeleteUpsertOp = (IndexInsertDeleteUpsertOperator) op;
-        IMetadataProvider mp = context.getMetadataProvider();
 
+        // Compile our nested plans if any exist.
+        int numberOfNestedPlans = insertDeleteUpsertOp.getNestedPlans().size();
+        List<List<AlgebricksPipeline>> secondaryKeyPipelines = null;
+        IOperatorSchema pipelineTopSchema = null;
+        if ((numberOfNestedPlans > 1 && !insertDeleteUpsertOp.getOperation().equals(Kind.UPSERT))
+                || numberOfNestedPlans > 2) {
+            throw AlgebricksException.create(ErrorCode.ILLEGAL_STATE, op.getSourceLocation(),
+                    "Using multiple nested plans to extract secondary keys is not supported.");
+        }
+        if (numberOfNestedPlans > 0) {
+            secondaryKeyPipelines =
+                    compileSubplansImpl(inputSchemas[0], insertDeleteUpsertOp, propagatedSchema, context, false);
+
+            // Get the schema of our nested plan root.
+            ILogicalOperator topOpInSubplan = insertDeleteUpsertOp.getNestedPlans().get(0).getRoots().get(0).getValue();
+            PlanCompiler pc = new PlanCompiler(context);
+            pipelineTopSchema = pc.getContext().getSchema(topOpInSubplan);
+        }
+
+        IMetadataProvider mp = context.getMetadataProvider();
         JobSpecification spec = builder.getJobSpec();
         RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
                 context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
@@ -124,19 +152,20 @@
         Kind operation = insertDeleteUpsertOp.getOperation();
         switch (operation) {
             case INSERT:
-                runtimeAndConstraints =
-                        mp.getIndexInsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv, primaryKeys,
-                                secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec, false);
+                runtimeAndConstraints = mp.getIndexInsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas,
+                        typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context,
+                        spec, false, secondaryKeyPipelines, pipelineTopSchema);
                 break;
             case DELETE:
-                runtimeAndConstraints =
-                        mp.getIndexDeleteRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv, primaryKeys,
-                                secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec);
+                runtimeAndConstraints = mp.getIndexDeleteRuntime(dataSourceIndex, propagatedSchema, inputSchemas,
+                        typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context,
+                        spec, secondaryKeyPipelines, pipelineTopSchema);
                 break;
             case UPSERT:
                 runtimeAndConstraints = mp.getIndexUpsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas,
-                        typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, upsertIndicatorVar,
-                        prevSecondaryKeys, prevAdditionalFilteringKey, inputDesc, context, spec);
+                        typeEnv, primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, prevFilterExpr,
+                        operationVar, prevSecondaryKeys, prevAdditionalFilteringKey, inputDesc, context, spec,
+                        secondaryKeyPipelines);
                 break;
             default:
                 throw new AlgebricksException("Unsupported Operation " + operation);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedLoopJoinPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedLoopJoinPOperator.java
index 0991db8..6c5c8d0 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedLoopJoinPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedLoopJoinPOperator.java
@@ -29,6 +29,7 @@
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.properties.BroadcastPartitioningProperty;
 import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
 import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
@@ -135,10 +136,8 @@
                         null);
                 break;
             case LEFT_OUTER:
-                IMissingWriterFactory[] nonMatchWriterFactories = new IMissingWriterFactory[inputSchemas[1].getSize()];
-                for (int j = 0; j < nonMatchWriterFactories.length; j++) {
-                    nonMatchWriterFactories[j] = context.getMissingWriterFactory();
-                }
+                IMissingWriterFactory[] nonMatchWriterFactories = JobGenHelper.createMissingWriterFactories(context,
+                        ((LeftOuterJoinOperator) join).getMissingValue(), inputSchemas[1].getSize());
                 opDesc = new NestedLoopJoinOperatorDescriptor(spec, comparatorFactory, recDescriptor, memSize, true,
                         nonMatchWriterFactories);
                 break;
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java
index a519275..5af7f98 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java
@@ -23,6 +23,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
 import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
@@ -32,6 +33,7 @@
 import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
 import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
 import org.apache.hyracks.algebricks.runtime.operators.std.StreamSelectRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 
 public class StreamSelectPOperator extends AbstractPhysicalOperator {
@@ -66,10 +68,13 @@
         IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
         IScalarEvaluatorFactory cond = expressionRuntimeProvider.createEvaluatorFactory(
                 select.getCondition().getValue(), context.getTypeEnvironment(op), inputSchemas, context);
+        IAlgebricksConstantValue retainMissingAsValue = select.getRetainMissingAsValue();
+        boolean retainMissing = retainMissingAsValue != null;
+        IMissingWriterFactory missingWriterFactory =
+                retainMissing ? JobGenHelper.getMissingWriterFactory(context, retainMissingAsValue) : null;
         StreamSelectRuntimeFactory runtime =
-                new StreamSelectRuntimeFactory(cond, null, context.getBinaryBooleanInspectorFactory(),
-                        select.getRetainMissing(), inputSchemas[0].findVariable(select.getMissingPlaceholderVariable()),
-                        context.getMissingWriterFactory());
+                new StreamSelectRuntimeFactory(cond, null, context.getBinaryBooleanInspectorFactory(), retainMissing,
+                        inputSchemas[0].findVariable(select.getMissingPlaceholderVariable()), missingWriterFactory);
         runtime.setSourceLocation(select.getSourceLocation());
         // contribute one Asterix framewriter
         RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java
index 5ec6d0a..898fbe8 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java
@@ -89,7 +89,8 @@
         if (subplan.getNestedPlans().size() != 1) {
             throw new NotImplementedException("Subplan currently works only for one nested plan with one root.");
         }
-        List<List<AlgebricksPipeline>> subplans = compileSubplansImpl(inputSchemas[0], subplan, opSchema, context);
+        List<List<AlgebricksPipeline>> subplans =
+                compileSubplansImpl(inputSchemas[0], subplan, opSchema, context, true);
         assert subplans.size() == 1;
         List<AlgebricksPipeline> np = subplans.get(0);
         RecordDescriptor inputRecordDesc = JobGenHelper.mkRecordDescriptor(
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifier.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifier.java
index a072d11..2b40114 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifier.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifier.java
@@ -46,9 +46,11 @@
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
 import org.apache.hyracks.algebricks.core.algebra.prettyprint.IPlanPrettyPrinter;
 import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
 
@@ -76,6 +78,11 @@
 
     private static final String ERROR_MESSAGE_TEMPLATE_6 = "undefined used variables %s in %s";
 
+    private static final String ERROR_MESSAGE_TEMPLATE_7 =
+            "unexpected source operator in NestedTupleSourceOperator: %s. Expected source operator %s";
+
+    private static final String ERROR_MESSAGE_TEMPLATE_8 = "unexpected leaf operator in nested plan: %s";
+
     public static final Comparator<LogicalVariable> VARIABLE_CMP = Comparator.comparing(LogicalVariable::toString);
 
     private final ExpressionReferenceVerifierVisitor exprVisitor = new ExpressionReferenceVerifierVisitor();
@@ -185,7 +192,10 @@
         if (op instanceof AbstractOperatorWithNestedPlans) {
             children = new ArrayList<>(children);
             for (ILogicalPlan nestedPlan : ((AbstractOperatorWithNestedPlans) op).getNestedPlans()) {
-                children.addAll(nestedPlan.getRoots());
+                for (Mutable<ILogicalOperator> nestedRootRef : nestedPlan.getRoots()) {
+                    checkLeafOperatorsInNestedPlan(op, nestedRootRef);
+                    children.add(nestedRootRef);
+                }
             }
         }
         return children;
@@ -262,6 +272,29 @@
         }
     }
 
+    private void checkLeafOperatorsInNestedPlan(ILogicalOperator op, Mutable<ILogicalOperator> rootRef)
+            throws AlgebricksException {
+        for (Mutable<ILogicalOperator> leafRef : OperatorManipulationUtil.findLeafDescendantsOrSelf(rootRef)) {
+            ILogicalOperator leafOp = leafRef.getValue();
+            switch (leafOp.getOperatorTag()) {
+                case EMPTYTUPLESOURCE:
+                    break;
+                case NESTEDTUPLESOURCE:
+                    NestedTupleSourceOperator ntsOp = (NestedTupleSourceOperator) leafOp;
+                    ILogicalOperator ntsSrcOp = ntsOp.getDataSourceReference().getValue();
+                    if (ntsSrcOp != op) {
+                        throw new AlgebricksException(String.format(ERROR_MESSAGE_TEMPLATE_7,
+                                PlanStabilityVerifier.printOperator(ntsSrcOp, prettyPrinter),
+                                PlanStabilityVerifier.printOperator(op, prettyPrinter)));
+                    }
+                    break;
+                default:
+                    throw new AlgebricksException(String.format(ERROR_MESSAGE_TEMPLATE_8,
+                            PlanStabilityVerifier.printOperator(leafOp, prettyPrinter)));
+            }
+        }
+    }
+
     private void raiseException(String sharedReferenceKind, String sharedEntity, ILogicalOperator firstOp,
             ILogicalOperator secondOp) throws AlgebricksException {
         String errorMessage;
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
index f6e4742..64abaee 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
@@ -30,6 +30,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IProjectionInfo;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
@@ -180,8 +181,9 @@
 
     @Override
     public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Integer indent) throws AlgebricksException {
-        addIndent(indent).append("left outer join (").append(op.getCondition().getValue().accept(exprVisitor, indent))
-                .append(")");
+        addIndent(indent).append("left outer join ").append("(")
+                .append(op.getCondition().getValue().accept(exprVisitor, indent)).append(")")
+                .append(printLeftOuterMissingValue(op.getMissingValue()));
         return null;
     }
 
@@ -244,8 +246,11 @@
 
     @Override
     public Void visitSelectOperator(SelectOperator op, Integer indent) throws AlgebricksException {
+        String retainMissing = op.getMissingPlaceholderVariable() != null
+                ? " retain-untrue (" + op.getMissingPlaceholderVariable() + " <- " + op.getRetainMissingAsValue() + ")"
+                : "";
         addIndent(indent).append("select (").append(op.getCondition().getValue().accept(exprVisitor, indent))
-                .append(")");
+                .append(")").append(retainMissing);
         return null;
     }
 
@@ -306,17 +311,18 @@
 
     @Override
     public Void visitLeftOuterUnnestOperator(LeftOuterUnnestOperator op, Integer indent) throws AlgebricksException {
-        addIndent(indent).append("outer-unnest " + op.getVariable());
+        addIndent(indent).append("outer-unnest ").append(String.valueOf(op.getVariable()));
         if (op.getPositionalVariable() != null) {
             buffer.append(" at " + op.getPositionalVariable());
         }
         buffer.append(" <- " + op.getExpressionRef().getValue().accept(exprVisitor, indent));
+        buffer.append(printLeftOuterMissingValue(op.getMissingValue()));
         return null;
     }
 
     @Override
     public Void visitUnnestMapOperator(UnnestMapOperator op, Integer indent) throws AlgebricksException {
-        AlgebricksStringBuilderWriter plan = printAbstractUnnestMapOperator(op, indent, "unnest-map");
+        AlgebricksStringBuilderWriter plan = printAbstractUnnestMapOperator(op, indent, "unnest-map", null);
         appendSelectConditionInformation(plan, op.getSelectCondition(), indent);
         appendLimitInformation(plan, op.getOutputLimit());
         return null;
@@ -325,14 +331,16 @@
     @Override
     public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Integer indent)
             throws AlgebricksException {
-        printAbstractUnnestMapOperator(op, indent, "left-outer-unnest-map");
+        printAbstractUnnestMapOperator(op, indent, "left-outer-unnest-map", op.getMissingValue());
         return null;
     }
 
     private AlgebricksStringBuilderWriter printAbstractUnnestMapOperator(AbstractUnnestMapOperator op, Integer indent,
-            String opSignature) throws AlgebricksException {
-        AlgebricksStringBuilderWriter plan = addIndent(indent).append(opSignature + " " + op.getVariables() + " <- "
-                + op.getExpressionRef().getValue().accept(exprVisitor, indent));
+            String opSignature, IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
+        AlgebricksStringBuilderWriter plan =
+                addIndent(indent).append(opSignature).append(' ').append(String.valueOf(op.getVariables()))
+                        .append(" <- ").append(op.getExpressionRef().getValue().accept(exprVisitor, indent)).append(
+                                leftOuterMissingValue != null ? printLeftOuterMissingValue(leftOuterMissingValue) : "");
         appendFilterInformation(plan, op.getMinFilterVars(), op.getMaxFilterVars());
         return plan;
     }
@@ -461,7 +469,10 @@
             buffer.append(" replace:");
             pprintExprList(op.getPrevSecondaryKeyExprs(), indent);
             buffer.append(" with:");
-            pprintExprList(op.getSecondaryKeyExpressions(), indent);
+        }
+        if (!op.getNestedPlans().isEmpty()) {
+            buffer.append("{");
+            printNestedPlans(op, indent);
         } else {
             pprintExprList(op.getSecondaryKeyExpressions(), indent);
         }
@@ -492,8 +503,8 @@
 
     @Override
     public Void visitForwardOperator(ForwardOperator op, Integer indent) throws AlgebricksException {
-        addIndent(indent)
-                .append("forward: range-map = " + op.getSideDataExpression().getValue().accept(exprVisitor, indent));
+        addIndent(indent).append(
+                "forward: shared-variable = " + op.getSideDataExpression().getValue().accept(exprVisitor, indent));
         return null;
     }
 
@@ -662,4 +673,8 @@
             }
         }
     }
+
+    private static String printLeftOuterMissingValue(IAlgebricksConstantValue leftOuterMissingValue) {
+        return leftOuterMissingValue.isNull() ? " (or <- " + leftOuterMissingValue + ")" : "";
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitorJson.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitorJson.java
index 6ba4c0c..2728e46 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitorJson.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitorJson.java
@@ -34,6 +34,7 @@
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IProjectionInfo;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
@@ -94,6 +95,7 @@
     private static final String EXPRESSIONS_FIELD = "expressions";
     private static final String EXPRESSION_FIELD = "expression";
     private static final String CONDITION_FIELD = "condition";
+    private static final String MISSING_VALUE_FIELD = "missing-value";
 
     private final Map<AbstractLogicalOperator, String> operatorIdentity = new HashMap<>();
     private final IdCounter idCounter = new IdCounter();
@@ -301,6 +303,9 @@
         try {
             jsonGenerator.writeStringField(OPERATOR_FIELD, "left-outer-join");
             writeStringFieldExpression(CONDITION_FIELD, op.getCondition(), indent);
+            if (op.getMissingValue().isNull()) {
+                writeNullField(MISSING_VALUE_FIELD);
+            }
             return null;
         } catch (IOException e) {
             throw AlgebricksException.create(ErrorCode.ERROR_PRINTING_PLAN, e, String.valueOf(e));
@@ -467,14 +472,21 @@
 
     @Override
     public Void visitLeftOuterUnnestOperator(LeftOuterUnnestOperator op, Void indent) throws AlgebricksException {
-        writeUnnestNonMapOperator(op, "outer-unnest", indent);
-        return null;
+        try {
+            writeUnnestNonMapOperator(op, "outer-unnest", indent);
+            if (op.getMissingValue().isNull()) {
+                writeNullField(MISSING_VALUE_FIELD);
+            }
+            return null;
+        } catch (IOException e) {
+            throw AlgebricksException.create(ErrorCode.ERROR_PRINTING_PLAN, e, String.valueOf(e));
+        }
     }
 
     @Override
     public Void visitUnnestMapOperator(UnnestMapOperator op, Void indent) throws AlgebricksException {
         try {
-            writeUnnestMapOperator(op, indent, "unnest-map");
+            writeUnnestMapOperator(op, indent, "unnest-map", null);
             writeSelectLimitInformation(op.getSelectCondition(), op.getOutputLimit(), indent);
             return null;
         } catch (IOException e) {
@@ -484,7 +496,7 @@
 
     @Override
     public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void indent) throws AlgebricksException {
-        writeUnnestMapOperator(op, indent, "left-outer-unnest-map");
+        writeUnnestMapOperator(op, indent, "left-outer-unnest-map", op.getMissingValue());
         return null;
     }
 
@@ -625,9 +637,15 @@
             jsonGenerator.writeObjectFieldStart("from");
             if (op.getOperation() == Kind.UPSERT) {
                 writeArrayFieldOfExpressions("replace", op.getPrevSecondaryKeyExprs(), indent);
-                writeArrayFieldOfExpressions("with", op.getSecondaryKeyExpressions(), indent);
-            } else {
+                if (op.getNestedPlans().isEmpty()) {
+                    writeArrayFieldOfExpressions("with", op.getSecondaryKeyExpressions(), indent);
+                } else {
+                    writeNestedPlans(op, indent);
+                }
+            } else if (op.getNestedPlans().isEmpty()) {
                 writeArrayFieldOfExpressions(EXPRESSIONS_FIELD, op.getSecondaryKeyExpressions(), indent);
+            } else {
+                writeNestedPlans(op, indent);
             }
             jsonGenerator.writeEndObject();
             if (op.isBulkload()) {
@@ -776,8 +794,8 @@
         }
     }
 
-    private void writeUnnestMapOperator(AbstractUnnestMapOperator op, Void indent, String opName)
-            throws AlgebricksException {
+    private void writeUnnestMapOperator(AbstractUnnestMapOperator op, Void indent, String opName,
+            IAlgebricksConstantValue leftOuterMissingValue) throws AlgebricksException {
         try {
             jsonGenerator.writeStringField(OPERATOR_FIELD, opName);
             List<LogicalVariable> variables = op.getVariables();
@@ -786,6 +804,9 @@
             }
             writeArrayFieldOfExpression(EXPRESSIONS_FIELD, op.getExpressionRef(), indent);
             writeFilterInformation(op.getMinFilterVars(), op.getMaxFilterVars());
+            if (leftOuterMissingValue != null && leftOuterMissingValue.isNull()) {
+                writeNullField(MISSING_VALUE_FIELD);
+            }
         } catch (IOException e) {
             throw AlgebricksException.create(ErrorCode.ERROR_PRINTING_PLAN, e, String.valueOf(e));
         }
@@ -957,6 +978,13 @@
         jsonGenerator.writeEndObject();
     }
 
+    /////////////// other fields ///////////////
+
+    /** Writes "fieldName": null */
+    private void writeNullField(String fieldName) throws IOException {
+        jsonGenerator.writeNullField(fieldName);
+    }
+
     private void flushContentToWriter() throws AlgebricksException {
         try {
             jsonGenerator.flush();
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LeftOuterTypePropagationPolicy.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LeftOuterTypePropagationPolicy.java
new file mode 100644
index 0000000..07f1f7f
--- /dev/null
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LeftOuterTypePropagationPolicy.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMissableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+
+public abstract class LeftOuterTypePropagationPolicy extends TypePropagationPolicy {
+
+    public static final TypePropagationPolicy MISSABLE = new LeftOuterTypePropagationPolicy() {
+
+        protected Object computeInnerBranchVarType(LogicalVariable var, Object varType, IMissableTypeComputer ntc,
+                List<LogicalVariable> nonMissableVariableList,
+                List<List<LogicalVariable>> correlatedMissableVariableLists,
+                List<LogicalVariable> nonNullableVariableList,
+                List<List<LogicalVariable>> correlatedNullableVariableLists) {
+            boolean makeMissable =
+                    !inCorrelatedVariableList(var, correlatedMissableVariableLists, nonMissableVariableList);
+            return makeMissable ? ntc.makeMissableType(varType) : varType;
+        }
+    };
+
+    public static final TypePropagationPolicy NULLABLE = new LeftOuterTypePropagationPolicy() {
+
+        protected Object computeInnerBranchVarType(LogicalVariable var, Object varType, IMissableTypeComputer ntc,
+                List<LogicalVariable> nonMissableVariableList,
+                List<List<LogicalVariable>> correlatedMissableVariableLists,
+                List<LogicalVariable> nonNullableVariableList,
+                List<List<LogicalVariable>> correlatedNullableVariableLists) {
+            boolean makeNullable =
+                    !inCorrelatedVariableList(var, correlatedNullableVariableLists, nonNullableVariableList);
+            return makeNullable ? ntc.makeNullableType(varType) : varType;
+        }
+    };
+
+    @Override
+    public Object getVarType(LogicalVariable var, IMissableTypeComputer ntc,
+            List<LogicalVariable> nonMissableVariableList, List<List<LogicalVariable>> correlatedMissableVariableLists,
+            List<LogicalVariable> nonNullableVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists,
+            ITypeEnvPointer... typeEnvs) throws AlgebricksException {
+        int n = typeEnvs.length;
+        // Searches from the inner branch to the outer branch.
+        // TODO(buyingyi): A split operator could lead to the case that the type for a variable could be
+        // found in both inner and outer branches. Fix computeOutputTypeEnvironment() in ProjectOperator
+        // and investigate why many test queries fail if only live variables' types are propagated.
+        for (int i = n - 1; i >= 0; i--) {
+            Object varType = typeEnvs[i].getTypeEnv().getVarType(var, nonMissableVariableList,
+                    correlatedMissableVariableLists, nonNullableVariableList, correlatedNullableVariableLists);
+            if (varType == null) {
+                continue;
+            }
+            if (i == 0) { // outer branch
+                return varType;
+            }
+            // inner branch
+            return computeInnerBranchVarType(var, varType, ntc, nonMissableVariableList,
+                    correlatedMissableVariableLists, nonNullableVariableList, correlatedNullableVariableLists);
+        }
+        return null;
+    }
+
+    protected abstract Object computeInnerBranchVarType(LogicalVariable var, Object varType, IMissableTypeComputer ntc,
+            List<LogicalVariable> nonMissableVariableList, List<List<LogicalVariable>> correlatedMissableVariableLists,
+            List<LogicalVariable> nonNullableVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists);
+
+    protected static boolean inCorrelatedVariableList(LogicalVariable var,
+            List<List<LogicalVariable>> correlatedOptionalVariableLists,
+            List<LogicalVariable> nonOptionalVariableList) {
+        if (!nonOptionalVariableList.isEmpty()) {
+            for (List<LogicalVariable> correlatedVariables : correlatedOptionalVariableLists) {
+                if (correlatedVariables.contains(var)
+                        && !OperatorPropertiesUtil.disjoint(correlatedVariables, nonOptionalVariableList)) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+};
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java
index c37c674..9cd5fe1 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java
@@ -32,7 +32,9 @@
         @Override
         public Object getVarType(LogicalVariable var, IMissableTypeComputer ntc,
                 List<LogicalVariable> nonMissableVariableList,
-                List<List<LogicalVariable>> correlatedMissableVariableLists, ITypeEnvPointer... typeEnvs)
+                List<List<LogicalVariable>> correlatedMissableVariableLists,
+                List<LogicalVariable> nonNullableVariableList,
+                List<List<LogicalVariable>> correlatedNullableVariableLists, ITypeEnvPointer... typeEnvs)
                 throws AlgebricksException {
             for (ITypeEnvPointer p : typeEnvs) {
                 IVariableTypeEnvironment env = p.getTypeEnv();
@@ -40,67 +42,22 @@
                     throw new AlgebricksException(
                             "Null environment for pointer " + p + " in getVarType for var=" + var);
                 }
-                Object t = env.getVarType(var, nonMissableVariableList, correlatedMissableVariableLists);
+                Object t = env.getVarType(var, nonMissableVariableList, correlatedMissableVariableLists,
+                        nonNullableVariableList, correlatedNullableVariableLists);
                 if (t != null) {
-                    if (ntc != null && ntc.canBeMissing(t)) {
-                        for (List<LogicalVariable> list : correlatedMissableVariableLists) {
-                            if (list.contains(var)) {
-                                for (LogicalVariable v : list) {
-                                    if (nonMissableVariableList.contains(v)) {
-                                        return ntc.getNonOptionalType(t);
-                                    }
-                                }
-                            }
-                        }
+                    boolean makeNonMissable = !nonMissableVariableList.isEmpty() && ntc.canBeMissing(t)
+                            && nonMissableVariableList.contains(var);
+                    boolean makeNonNullable = !nonNullableVariableList.isEmpty() && ntc.canBeNull(t)
+                            && nonNullableVariableList.contains(var);
+                    if (makeNonMissable && makeNonNullable) {
+                        return ntc.getNonOptionalType(t);
+                    } else if (makeNonMissable) {
+                        return ntc.getNonMissableType(t);
+                    } else if (makeNonNullable) {
+                        return ntc.getNonNullableType(t);
+                    } else {
+                        return t;
                     }
-                    return t;
-                }
-            }
-            return null;
-        }
-    };
-
-    public static final TypePropagationPolicy LEFT_OUTER = new TypePropagationPolicy() {
-
-        @Override
-        public Object getVarType(LogicalVariable var, IMissableTypeComputer ntc,
-                List<LogicalVariable> nonMissableVariableList,
-                List<List<LogicalVariable>> correlatedMissableVariableLists, ITypeEnvPointer... typeEnvs)
-                throws AlgebricksException {
-            int n = typeEnvs.length;
-            // Searches from the inner branch to the outer branch.
-            // TODO(buyingyi): A split operator could lead to the case that the type for a variable could be
-            // found in both inner and outer branches. Fix computeOutputTypeEnvironment() in ProjectOperator
-            // and investigate why many test queries fail if only live variables' types are propagated.
-            for (int i = n - 1; i >= 0; i--) {
-                Object t = typeEnvs[i].getTypeEnv().getVarType(var, nonMissableVariableList,
-                        correlatedMissableVariableLists);
-                if (t == null) {
-                    continue;
-                }
-                if (i == 0) { // outer branch
-                    return t;
-                }
-
-                // inner branch
-                boolean nonMissingVarIsProduced = false;
-                for (LogicalVariable v : nonMissableVariableList) {
-                    boolean toBreak = false;
-                    if (v == var) {
-                        nonMissingVarIsProduced = true;
-                        toBreak = true;
-                    } else if (typeEnvs[i].getTypeEnv().getVarType(v) != null) {
-                        nonMissingVarIsProduced = true;
-                        toBreak = true;
-                    }
-                    if (toBreak) {
-                        break;
-                    }
-                }
-                if (nonMissingVarIsProduced) {
-                    return t;
-                } else {
-                    return ntc.makeMissableType(t);
                 }
             }
             return null;
@@ -109,5 +66,6 @@
 
     public abstract Object getVarType(LogicalVariable var, IMissableTypeComputer ntc,
             List<LogicalVariable> nonMissableVariableList, List<List<LogicalVariable>> correlatedMissableVariableLists,
+            List<LogicalVariable> nonNullableVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists,
             ITypeEnvPointer... typeEnvs) throws AlgebricksException;
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java
index 547737c..3bd4bc3 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java
@@ -38,7 +38,8 @@
     }
 
     @Override
-    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+            List<List<LogicalVariable>> correlatedMissableVariableLists, List<LogicalVariable> nonNullableVariables,
             List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
         return getVarType(var);
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java
deleted file mode 100644
index 1a85768..0000000
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-package org.apache.hyracks.algebricks.core.algebra.typing;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.mutable.Mutable;
-import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
-import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
-import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
-import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
-import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
-
-public class PropagateOperatorInputsTypeEnvironment extends AbstractTypeEnvironment {
-
-    private final List<LogicalVariable> nonNullVariables = new ArrayList<LogicalVariable>();
-    private final List<List<LogicalVariable>> correlatedNullableVariableLists = new ArrayList<List<LogicalVariable>>();
-    private final ILogicalOperator op;
-    private final ITypingContext ctx;
-
-    public PropagateOperatorInputsTypeEnvironment(ILogicalOperator op, ITypingContext ctx,
-            IExpressionTypeComputer expressionTypeComputer, IMetadataProvider<?, ?> metadataProvider) {
-        super(expressionTypeComputer, metadataProvider);
-        this.op = op;
-        this.ctx = ctx;
-    }
-
-    public List<LogicalVariable> getNonNullVariables() {
-        return nonNullVariables;
-    }
-
-    @Override
-    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
-            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
-        nonNullVariableList.addAll(nonNullVariables);
-        return getVarTypeFullList(var, nonNullVariableList, correlatedNullableVariableLists);
-    }
-
-    private Object getVarTypeFullList(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
-            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
-        Object t = varTypeMap.get(var);
-        if (t != null) {
-            return t;
-        }
-        for (Mutable<ILogicalOperator> r : op.getInputs()) {
-            ILogicalOperator c = r.getValue();
-            IVariableTypeEnvironment env = ctx.getOutputTypeEnvironment(c);
-            Object t2 = env.getVarType(var, nonNullVariableList, correlatedNullableVariableLists);
-            if (t2 != null) {
-                return t2;
-            }
-        }
-        return null;
-    }
-
-    @Override
-    public Object getVarType(LogicalVariable var) throws AlgebricksException {
-        return getVarTypeFullList(var, nonNullVariables, correlatedNullableVariableLists);
-    }
-
-}
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java
index 27aa902..96b55d5 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java
@@ -27,6 +27,7 @@
 import org.apache.hyracks.algebricks.core.algebra.expressions.IMissableTypeComputer;
 import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
 import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 
 public class PropagatingTypeEnvironment extends AbstractTypeEnvironment {
 
@@ -40,6 +41,10 @@
 
     private final List<List<LogicalVariable>> correlatedMissableVariableLists = new ArrayList<>();
 
+    private final List<LogicalVariable> nonNullableVariables = new ArrayList<>();
+
+    private final List<List<LogicalVariable>> correlatedNullableVariableLists = new ArrayList<>();
+
     public PropagatingTypeEnvironment(IExpressionTypeComputer expressionTypeComputer,
             IMissableTypeComputer missableTypeComputer, IMetadataProvider<?, ?> metadataProvider,
             TypePropagationPolicy policy, ITypeEnvPointer[] envPointers) {
@@ -51,7 +56,7 @@
 
     @Override
     public Object getVarType(LogicalVariable var) throws AlgebricksException {
-        return getVarTypeFullList(var, nonMissableVariables, correlatedMissableVariableLists);
+        return getVarTypeFullList(var, null, null, null, null);
     }
 
     public List<LogicalVariable> getNonMissableVariables() {
@@ -62,31 +67,42 @@
         return correlatedMissableVariableLists;
     }
 
-    @Override
-    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariableList,
-            List<List<LogicalVariable>> correlatedMissableVariableLists) throws AlgebricksException {
-        for (LogicalVariable v : nonMissableVariables) {
-            if (!nonMissableVariableList.contains(v)) {
-                nonMissableVariableList.add(v);
-            }
-        }
-        Object t = getVarTypeFullList(var, nonMissableVariableList, correlatedMissableVariableLists);
-        for (List<LogicalVariable> list : correlatedMissableVariableLists) {
-            if (!correlatedMissableVariableLists.contains(list)) {
-                correlatedMissableVariableLists.add(list);
-            }
-        }
-        return t;
+    public List<LogicalVariable> getNonNullableVariables() {
+        return nonNullableVariables;
     }
 
-    private Object getVarTypeFullList(LogicalVariable var, List<LogicalVariable> nonMissableVariableList,
-            List<List<LogicalVariable>> correlatedMissableVariableLists) throws AlgebricksException {
+    public List<List<LogicalVariable>> getCorrelatedNullableVariableLists() {
+        return correlatedNullableVariableLists;
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonMissableVariables,
+            List<List<LogicalVariable>> correlatedMissableVariableLists, List<LogicalVariable> nonNullableVariables,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        return getVarTypeFullList(var, nonMissableVariables, correlatedMissableVariableLists, nonNullableVariables,
+                correlatedNullableVariableLists);
+    }
+
+    private Object getVarTypeFullList(LogicalVariable var, List<LogicalVariable> nonMissableVariableListExtra,
+            List<List<LogicalVariable>> correlatedMissableVariableListsExtra,
+            List<LogicalVariable> nonNullableVariableListExtra,
+            List<List<LogicalVariable>> correlatedNullableVariableListsExtra) throws AlgebricksException {
         Object t = varTypeMap.get(var);
         if (t != null) {
             return t;
         }
-        return policy.getVarType(var, missableTypeComputer, nonMissableVariableList, correlatedMissableVariableLists,
-                envPointers);
+
+        List<LogicalVariable> nonMissable =
+                OperatorPropertiesUtil.unionAll(nonMissableVariables, nonMissableVariableListExtra);
+        List<LogicalVariable> nonNullable =
+                OperatorPropertiesUtil.unionAll(nonNullableVariables, nonNullableVariableListExtra);
+        List<List<LogicalVariable>> correlatedMissable =
+                OperatorPropertiesUtil.unionAll(correlatedMissableVariableLists, correlatedMissableVariableListsExtra);
+        List<List<LogicalVariable>> correlatedNullable =
+                OperatorPropertiesUtil.unionAll(correlatedNullableVariableLists, correlatedNullableVariableListsExtra);
+
+        return policy.getVarType(var, missableTypeComputer, nonMissable, correlatedMissable, nonNullable,
+                correlatedNullable, envPointers);
     }
 
     @Override
@@ -100,6 +116,14 @@
                 missableVarList.add(v2);
             }
         }
+        if (nonNullableVariables.remove(v1)) {
+            nonNullableVariables.add(v2);
+        }
+        for (List<LogicalVariable> nullableVarList : correlatedNullableVariableLists) {
+            if (nullableVarList.remove(v1)) {
+                nullableVarList.add(v2);
+            }
+        }
         return result;
     }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java
index 0df9851..26be09c 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java
@@ -202,6 +202,16 @@
         }
     }
 
+    public static void substituteOpInInput(ILogicalOperator workingOp, ILogicalOperator oldOp,
+            Mutable<ILogicalOperator> newOpRef) {
+        for (int i = 0; i < workingOp.getInputs().size(); i++) {
+            if (workingOp.getInputs().get(i).getValue().equals(oldOp)) {
+                workingOp.getInputs().set(i, newOpRef);
+                break;
+            }
+        }
+    }
+
     public static ILogicalPlan deepCopy(ILogicalPlan plan, ILogicalOperator dataSource) throws AlgebricksException {
         List<Mutable<ILogicalOperator>> roots = plan.getRoots();
         List<Mutable<ILogicalOperator>> newRoots = clonePipeline(roots);
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java
index c0d72bb..c66ee40 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java
@@ -18,8 +18,11 @@
  */
 package org.apache.hyracks.algebricks.core.algebra.util;
 
+import java.util.ArrayList;
 import java.util.Collection;
+import java.util.Collections;
 import java.util.HashSet;
+import java.util.List;
 import java.util.Set;
 
 import org.apache.commons.lang3.mutable.Mutable;
@@ -32,13 +35,13 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
-import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
-import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.CardinalityInferenceVisitor;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
 import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
@@ -221,33 +224,6 @@
         }
     }
 
-    public static boolean isMissingTest(AbstractLogicalOperator op) {
-        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
-            return false;
-        }
-        AbstractLogicalOperator doubleUnder = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
-        if (doubleUnder.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
-            return false;
-        }
-        ILogicalExpression eu = ((SelectOperator) op).getCondition().getValue();
-        if (eu.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
-            return false;
-        }
-        AbstractFunctionCallExpression f1 = (AbstractFunctionCallExpression) eu;
-        if (!f1.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
-            return false;
-        }
-        ILogicalExpression a1 = f1.getArguments().get(0).getValue();
-        if (!a1.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
-            return false;
-        }
-        AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
-        if (!f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
-            return false;
-        }
-        return true;
-    }
-
     public static void typePlan(ILogicalPlan p, IOptimizationContext context) throws AlgebricksException {
         for (Mutable<ILogicalOperator> r : p.getRoots()) {
             typeOpRec(r, context);
@@ -355,4 +331,22 @@
         LogicalOperatorTag opTag = op.getOperatorTag();
         return opTag == LogicalOperatorTag.REPLICATE || opTag == LogicalOperatorTag.SPLIT;
     }
+
+    public static <T> List<T> unionAll(List<T> list1, List<T> list2) {
+        if (list2 == null || list2.isEmpty()) {
+            return list1 == null ? Collections.emptyList() : list1;
+        } else if (list1 == null || list1.isEmpty()) {
+            return list2;
+        } else {
+            List<T> result = new ArrayList<>(list1.size() + list2.size());
+            result.addAll(list1);
+            result.addAll(list2);
+            return result;
+        }
+    }
+
+    public static FunctionIdentifier getIsMissingNullFunction(IAlgebricksConstantValue value) {
+        return value.isMissing() ? AlgebricksBuiltinFunctions.IS_MISSING
+                : value.isNull() ? AlgebricksBuiltinFunctions.IS_NULL : null;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java
index 817db5a..86c6066 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java
@@ -30,10 +30,11 @@
     public static final boolean SORT_PARALLEL_DEFAULT = true;
     public static final boolean INDEX_ONLY_DEFAULT = true;
     public static final boolean SANITYCHECK_DEFAULT = false;
-    public static final boolean EXTERNAL_FIELD_PUSHDOWN_DEFAULT = false;
+    public static final boolean EXTERNAL_FIELD_PUSHDOWN_DEFAULT = true;
     public static final boolean SUBPLAN_MERGE_DEFAULT = true;
     public static final boolean SUBPLAN_NESTEDPUSHDOWN_DEFAULT = true;
     public static final boolean MIN_MEMORY_ALLOCATION_DEFAULT = true;
+    public static final boolean ARRAY_INDEX_DEFAULT = true;
     public static final int EXTERNAL_SCAN_BUFFER_SIZE =
             StorageUtil.getIntSizeInBytes(8, StorageUtil.StorageUnit.KILOBYTE);
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java
index 2ca4a36..7c7d5a8 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java
@@ -60,6 +60,7 @@
     private final ITypeTraitProvider typeTraitProvider;
     private final IMetadataProvider<?, ?> metadataProvider;
     private final IMissingWriterFactory missingWriterFactory;
+    private final IMissingWriterFactory nullWriterFactory;
     private final IUnnestingPositionWriterFactory unnestingPositionWriterFactory;
     private final INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider;
     private final Object appContext;
@@ -85,7 +86,8 @@
             IBinaryComparatorFactoryProvider comparatorFactoryProvider, ITypeTraitProvider typeTraitProvider,
             IBinaryBooleanInspectorFactory booleanInspectorFactory,
             IBinaryIntegerInspectorFactory integerInspectorFactory, IPrinterFactoryProvider printerFactoryProvider,
-            IMissingWriterFactory missingWriterFactory, IUnnestingPositionWriterFactory unnestingPositionWriterFactory,
+            IMissingWriterFactory missingWriterFactory, IMissingWriterFactory nullWriterFactory,
+            IUnnestingPositionWriterFactory unnestingPositionWriterFactory,
             INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider,
             IExpressionRuntimeProvider expressionRuntimeProvider, IExpressionTypeComputer expressionTypeComputer,
             ITypingContext typingContext, IExpressionEvalSizeComputer expressionEvalSizeComputer,
@@ -107,6 +109,7 @@
         this.clusterLocations = clusterLocations;
         this.normalizedKeyComputerFactoryProvider = normalizedKeyComputerFactoryProvider;
         this.missingWriterFactory = missingWriterFactory;
+        this.nullWriterFactory = nullWriterFactory;
         this.unnestingPositionWriterFactory = unnestingPositionWriterFactory;
         this.expressionRuntimeProvider = expressionRuntimeProvider;
         this.expressionTypeComputer = expressionTypeComputer;
@@ -199,6 +202,10 @@
         return missingWriterFactory;
     }
 
+    public IMissingWriterFactory getNullWriterFactory() {
+        return nullWriterFactory;
+    }
+
     public IUnnestingPositionWriterFactory getUnnestingPositionWriterFactory() {
         return unnestingPositionWriterFactory;
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java
index 5142ce7..42364c8 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java
@@ -18,11 +18,13 @@
  */
 package org.apache.hyracks.algebricks.core.jobgen.impl;
 
+import java.util.Arrays;
 import java.util.Collection;
 import java.util.List;
 
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
 import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
@@ -38,10 +40,12 @@
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
@@ -213,4 +217,25 @@
         }
         return projectionList;
     }
+
+    public static IMissingWriterFactory[] createMissingWriterFactories(JobGenContext context,
+            IAlgebricksConstantValue missingOrNullValue, int size) throws AlgebricksException {
+        IMissingWriterFactory missingWriterFactory = getMissingWriterFactory(context, missingOrNullValue);
+        IMissingWriterFactory[] nonMatchWriterFactories = new IMissingWriterFactory[size];
+        Arrays.fill(nonMatchWriterFactories, missingWriterFactory);
+        return nonMatchWriterFactories;
+    }
+
+    public static IMissingWriterFactory getMissingWriterFactory(JobGenContext context,
+            IAlgebricksConstantValue missingOrNullValue) throws AlgebricksException {
+        IMissingWriterFactory missingWriterFactory;
+        if (missingOrNullValue.isMissing()) {
+            missingWriterFactory = context.getMissingWriterFactory();
+        } else if (missingOrNullValue.isNull()) {
+            missingWriterFactory = context.getNullWriterFactory();
+        } else {
+            throw new AlgebricksException(ErrorCode.ILLEGAL_STATE);
+        }
+        return missingWriterFactory;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java
index ec605b8..9c9b21d 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java
@@ -45,6 +45,7 @@
     private static final String SUBPLAN_MERGE = "SUBPLAN_MERGE";
     private static final String SUBPLAN_NESTEDPUSHDOWN = "SUBPLAN_NESTEDPUSHDOWN";
     private static final String MIN_MEMORY_ALLOCATION = "MIN_MEMORY_ALLOCATION";
+    private static final String ARRAY_INDEX = "ARRAY_INDEX";
     private static final String EXTERNAL_SCAN_BUFFER_SIZE = "EXTERNAL_SCAN_BUFFER_SIZE";
 
     private final Properties properties = new Properties();
@@ -226,6 +227,14 @@
         setBoolean(MIN_MEMORY_ALLOCATION, value);
     }
 
+    public boolean isArrayIndexEnabled() {
+        return getBoolean(ARRAY_INDEX, AlgebricksConfig.ARRAY_INDEX_DEFAULT);
+    }
+
+    public void setArrayIndexEnabled(boolean arrayIndex) {
+        setBoolean(ARRAY_INDEX, arrayIndex);
+    }
+
     public int getExternalScanBufferSize() {
         return getInt(EXTERNAL_SCAN_BUFFER_SIZE, AlgebricksConfig.EXTERNAL_SCAN_BUFFER_SIZE);
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/LogicalOperatorDotVisitor.java b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/LogicalOperatorDotVisitor.java
index 67963ce..ee7f7aa 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/LogicalOperatorDotVisitor.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/LogicalOperatorDotVisitor.java
@@ -166,7 +166,9 @@
     @Override
     public String visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Boolean showDetails) throws AlgebricksException {
         stringBuilder.setLength(0);
-        stringBuilder.append("left outer join (").append(op.getCondition().getValue().toString()).append(")");
+        stringBuilder.append("left outer join ").append("(").append(op.getCondition().getValue().toString())
+                .append(")");
+        stringBuilder.append(op.getMissingValue().isNull() ? " (or null) " : "");
         appendSchema(op, showDetails);
         appendAnnotations(op, showDetails);
         appendPhysicalOperatorInfo(op, showDetails);
@@ -351,6 +353,7 @@
         if (op.getPositionalVariable() != null) {
             stringBuilder.append(" at ").append(op.getPositionalVariable());
         }
+        stringBuilder.append(op.getMissingValue().isNull() ? " (or null) " : "");
         stringBuilder.append(" <- ").append(op.getExpressionRef().getValue().toString());
         appendSchema(op, showDetails);
         appendAnnotations(op, showDetails);
@@ -529,6 +532,10 @@
             printExprList(op.getPrevSecondaryKeyExprs());
             stringBuilder.append(" with:");
             printExprList(op.getSecondaryKeyExpressions());
+        }
+        if (!op.getNestedPlans().isEmpty()) {
+            // TODO: Finish this for nested plans.
+            stringBuilder.append("{ a nested plan }");
         } else {
             printExprList(op.getSecondaryKeyExpressions());
         }
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifierTest.java b/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifierTest.java
index f047cec..46e41f1 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifierTest.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanStructureVerifierTest.java
@@ -283,14 +283,14 @@
         computeAndSetTypeEnvironmentForOperator(ets);
         ets.recomputeSchema();
 
-        SelectOperator op1 = new SelectOperator(newMutable(ConstantExpression.TRUE), false, null);
+        SelectOperator op1 = new SelectOperator(newMutable(ConstantExpression.TRUE));
         op1.getInputs().add(newMutable(ets));
         computeAndSetTypeEnvironmentForOperator(op1);
         op1.recomputeSchema();
 
         op1.getInputs().clear();
 
-        SelectOperator op2 = new SelectOperator(newMutable(ConstantExpression.FALSE), false, null);
+        SelectOperator op2 = new SelectOperator(newMutable(ConstantExpression.FALSE));
         op2.getInputs().add(newMutable(ets));
         op2.recomputeSchema();
         // no type env
diff --git a/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanVerifierTestBase.java b/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanVerifierTestBase.java
index 7bfbaa9..65d6460 100644
--- a/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanVerifierTestBase.java
+++ b/hyracks-fullstack/algebricks/algebricks-core/src/test/java/org/apache/hyracks/algebricks/core/algebra/plan/PlanVerifierTestBase.java
@@ -92,7 +92,9 @@
     Mutable<ILogicalOperator> createSamplePlan1() {
         AssignOperator op1 = newAssign(newVar(), newMutable(ConstantExpression.TRUE));
 
-        SubplanOperator op2 = new SubplanOperator(newAssign(newVar(), newMutable(ConstantExpression.TRUE)));
+        AssignOperator r1 = newAssign(newVar(), newMutable(ConstantExpression.TRUE));
+        r1.getInputs().add(new MutableObject<>(new EmptyTupleSourceOperator()));
+        SubplanOperator op2 = new SubplanOperator(r1);
         op1.getInputs().add(newMutable(op2));
 
         InnerJoinOperator op3 = new InnerJoinOperator(newMutable(ConstantExpression.TRUE));
diff --git a/hyracks-fullstack/algebricks/algebricks-data/pom.xml b/hyracks-fullstack/algebricks/algebricks-data/pom.xml
index 43d119b..f48c59ce 100644
--- a/hyracks-fullstack/algebricks/algebricks-data/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-data/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/pom.xml b/hyracks-fullstack/algebricks/algebricks-rewriter/pom.xml
index 39b1ba6..b0ea2fc 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java
index 50c7703..c0773b2 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java
@@ -105,9 +105,9 @@
                 firstExpression = expression;
             } else {
                 // New select operator
-                SelectOperator newSelectOperator =
-                        new SelectOperator(new MutableObject<>(expression), originalSelectOperator.getRetainMissing(),
-                                originalSelectOperator.getMissingPlaceholderVariable());
+                SelectOperator newSelectOperator = new SelectOperator(new MutableObject<>(expression),
+                        originalSelectOperator.getRetainMissingAsValue(),
+                        originalSelectOperator.getMissingPlaceholderVariable());
                 newSelectOperator.setSourceLocation(sourceLoc);
 
                 // Put the new operator at the bottom (child of current operator)
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateWindowOperatorsRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateWindowOperatorsRule.java
index 2ec0654..317dabb 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateWindowOperatorsRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateWindowOperatorsRule.java
@@ -33,10 +33,12 @@
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.WindowOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.IsomorphismOperatorVisitor;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.IsomorphismUtilities;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 
@@ -82,7 +84,9 @@
 
         Set<LogicalVariable> used1 = new HashSet<>();
         VariableUtilities.getUsedVariables(winOp1, used1);
-        if (!OperatorPropertiesUtil.disjoint(winOp2.getVariables(), used1)) {
+        Set<LogicalVariable> produced2 = new HashSet<>();
+        VariableUtilities.getProducedVariables(winOp2, produced2);
+        if (!OperatorPropertiesUtil.disjoint(produced2, used1)) {
             return false;
         }
 
@@ -130,7 +134,6 @@
             aggTo.getExpressions().addAll(aggFrom.getExpressions());
             context.computeAndSetTypeEnvironmentForOperator(aggTo);
         } else {
-            setAll(winOpTo.getNestedPlans(), winOpFrom.getNestedPlans());
             setAll(winOpTo.getFrameValueExpressions(), winOpFrom.getFrameValueExpressions());
             setAll(winOpTo.getFrameStartExpressions(), winOpFrom.getFrameStartExpressions());
             setAll(winOpTo.getFrameStartValidationExpressions(), winOpFrom.getFrameStartValidationExpressions());
@@ -141,6 +144,19 @@
             winOpTo.getFrameExcludeUnaryExpression().setValue(winOpFrom.getFrameExcludeUnaryExpression().getValue());
             winOpTo.getFrameOffsetExpression().setValue(winOpFrom.getFrameOffsetExpression().getValue());
             winOpTo.setFrameMaxObjects(winOpFrom.getFrameMaxObjects());
+            // move nested plans
+            for (ILogicalPlan fromNestedPlan : winOpFrom.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> rootRef : fromNestedPlan.getRoots()) {
+                    for (Mutable<ILogicalOperator> leafRef : OperatorManipulationUtil
+                            .findLeafDescendantsOrSelf(rootRef)) {
+                        ILogicalOperator leafOp = leafRef.getValue();
+                        if (leafOp.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+                            ((NestedTupleSourceOperator) leafOp).getDataSourceReference().setValue(winOpTo);
+                        }
+                    }
+                }
+                winOpTo.getNestedPlans().add(fromNestedPlan);
+            }
         }
         return true;
     }
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java
index c615a94..71a8486 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java
@@ -104,6 +104,7 @@
         } else if (AlgebricksBuiltinFunctions.isComparisonFunction(fi) || isComparisonFunction(fi)) {
             for (Mutable<ILogicalExpression> exprRef : fexp.getArguments()) {
                 if (exprRef.getValue().getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                    boolean argModified = false;
                     SourceLocation exprRefSourceLoc = exprRef.getValue().getSourceLocation();
                     LogicalVariable newVar = context.newVar();
                     AssignOperator newAssign = new AssignOperator(newVar,
@@ -123,7 +124,7 @@
                         // place assign on left branch
                         newAssign.getInputs().add(new MutableObject<ILogicalOperator>(leftBranch));
                         leftBranchRef.setValue(newAssign);
-                        modified = true;
+                        argModified = true;
                     } else {
                         Mutable<ILogicalOperator> rightBranchRef = joinOp.getInputs().get(1);
                         ILogicalOperator rightBranch = rightBranchRef.getValue();
@@ -133,17 +134,18 @@
                             // place assign on right branch
                             newAssign.getInputs().add(new MutableObject<ILogicalOperator>(rightBranch));
                             rightBranchRef.setValue(newAssign);
-                            modified = true;
+                            argModified = true;
                         }
                     }
 
-                    if (modified) {
+                    if (argModified) {
                         // Replace original expr with variable reference.
                         VariableReferenceExpression newVarRef = new VariableReferenceExpression(newVar);
                         newVarRef.setSourceLocation(exprRefSourceLoc);
                         exprRef.setValue(newVarRef);
                         context.computeAndSetTypeEnvironmentForOperator(newAssign);
                         context.computeAndSetTypeEnvironmentForOperator(joinOp);
+                        modified = true;
                     }
                 }
             }
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PopulateResultMetadataRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PopulateResultMetadataRule.java
new file mode 100644
index 0000000..e1b2e5d
--- /dev/null
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PopulateResultMetadataRule.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.api.result.IResultMetadata;
+
+/**
+ *  Populates {@link DistributeResultOperator}'s {@link IResultMetadata} instance with output type information.
+ */
+public final class PopulateResultMetadataRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator op = opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
+            return false;
+        }
+        DistributeResultOperator dop = (DistributeResultOperator) op;
+        IResultMetadata resultMetadata = dop.getResultMetadata();
+        if (resultMetadata.getOutputTypes() != null) {
+            return false;
+        }
+        List<Mutable<ILogicalExpression>> exprList = dop.getExpressions();
+        List<Object> exprTypeList = new ArrayList<>(exprList.size());
+        IVariableTypeEnvironment typeEnv = context.getOutputTypeEnvironment(dop.getInputs().get(0).getValue());
+        for (Mutable<ILogicalExpression> exprRef : exprList) {
+            exprTypeList.add(typeEnv.getType(exprRef.getValue()));
+        }
+        resultMetadata.setOutputTypes(exprTypeList);
+        return true;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+}
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java
index afbbc4f..410b2ec 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java
@@ -80,7 +80,7 @@
         }
         // pull up
         ILogicalExpression pulledCond = makeCondition(otherPredicates, context);
-        SelectOperator select = new SelectOperator(new MutableObject<ILogicalExpression>(pulledCond), false, null);
+        SelectOperator select = new SelectOperator(new MutableObject<ILogicalExpression>(pulledCond));
         ILogicalExpression newJoinCond = makeCondition(eqVarVarComps, context);
         join.getCondition().setValue(newJoinCond);
         select.getInputs().add(new MutableObject<ILogicalOperator>(join));
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java
index 5f66c2f..5477662 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java
@@ -38,9 +38,11 @@
 import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
 import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
@@ -98,10 +100,10 @@
             ILogicalOperator joinBranchRight = joinBranchRightRef.getValue();
             VariableUtilities.getLiveVariables(joinBranchLeft, joinLiveVarsLeft);
             VariableUtilities.getLiveVariables(joinBranchRight, joinLiveVarsRight);
-            Mutable<ILogicalOperator> opIterRef = opRef2;
+            Mutable<ILogicalOperator> opIterRef;
             ILogicalOperator opIter = op2;
             while (opIter != join) {
-                LogicalOperatorTag tag = ((AbstractLogicalOperator) opIter).getOperatorTag();
+                LogicalOperatorTag tag = opIter.getOperatorTag();
                 if (tag == LogicalOperatorTag.PROJECT) {
                     notPushedStack.addFirst(opIter);
                 } else {
@@ -129,11 +131,11 @@
 
         boolean intersectsAllBranches = true;
         boolean[] intersectsBranch = new boolean[join.getInputs().size()];
-        LinkedList<LogicalVariable> selectVars = new LinkedList<LogicalVariable>();
+        LinkedList<LogicalVariable> selectVars = new LinkedList<>();
         select.getCondition().getValue().getUsedVariables(selectVars);
         int i = 0;
         for (Mutable<ILogicalOperator> branch : join.getInputs()) {
-            LinkedList<LogicalVariable> branchVars = new LinkedList<LogicalVariable>();
+            LinkedList<LogicalVariable> branchVars = new LinkedList<>();
             VariableUtilities.getLiveVariables(branch.getValue(), branchVars);
             if (i == 0) {
                 branchVars.addAll(liveInOpsToPushLeft);
@@ -181,7 +183,9 @@
                 if (j > 0 && isLoj) {
                     // if a LOJ and the select condition is not-missing filtering,
                     // we rewrite LOJ to IJ for this case.
-                    if (containsNotMissingFiltering(selectCondition)) {
+                    FunctionIdentifier isMissingNullFunction = OperatorPropertiesUtil
+                            .getIsMissingNullFunction(((LeftOuterJoinOperator) join).getMissingValue());
+                    if (containsNotMissingFiltering(selectCondition, isMissingNullFunction)) {
                         lojToInner = true;
                     }
                     // Do not push conditions into the right branch of a LOJ;
@@ -247,7 +251,7 @@
             ILogicalOperator op = iter.previous();
             List<Mutable<ILogicalOperator>> opInpList = op.getInputs();
             opInpList.clear();
-            opInpList.add(new MutableObject<ILogicalOperator>(topOp));
+            opInpList.add(new MutableObject<>(topOp));
             topOp = op;
             context.computeAndSetTypeEnvironmentForOperator(op);
         }
@@ -276,7 +280,7 @@
             if (!bAddedToConj) {
                 AbstractFunctionCallExpression newCond = new ScalarFunctionCallExpression(
                         context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND),
-                        select.getCondition(), new MutableObject<ILogicalExpression>(join.getCondition().getValue()));
+                        select.getCondition(), new MutableObject<>(join.getCondition().getValue()));
                 join.getCondition().setValue(newCond);
             }
         }
@@ -284,9 +288,9 @@
 
     private static void copySelectToBranch(SelectOperator select, Mutable<ILogicalOperator> branch,
             IOptimizationContext context) throws AlgebricksException {
-        ILogicalOperator newSelect = new SelectOperator(select.getCondition(), select.getRetainMissing(),
+        ILogicalOperator newSelect = new SelectOperator(select.getCondition(), select.getRetainMissingAsValue(),
                 select.getMissingPlaceholderVariable());
-        Mutable<ILogicalOperator> newRef = new MutableObject<ILogicalOperator>(branch.getValue());
+        Mutable<ILogicalOperator> newRef = new MutableObject<>(branch.getValue());
         newSelect.getInputs().add(newRef);
         branch.setValue(newSelect);
         context.computeAndSetTypeEnvironmentForOperator(newSelect);
@@ -296,16 +300,17 @@
      * Whether the expression contains a not-missing filtering
      *
      * @param expr
+     * @param isMissingNullFunId
      * @return true if the expression contains a not-missing filtering function call; false otherwise.
      */
-    private boolean containsNotMissingFiltering(ILogicalExpression expr) {
+    private boolean containsNotMissingFiltering(ILogicalExpression expr, FunctionIdentifier isMissingNullFunId) {
         if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
             return false;
         }
         ScalarFunctionCallExpression func = (ScalarFunctionCallExpression) expr;
         if (func.getFunctionIdentifier() == AlgebricksBuiltinFunctions.AND) {
             for (Mutable<ILogicalExpression> argumentRef : func.getArguments()) {
-                if (containsNotMissingFiltering(argumentRef.getValue())) {
+                if (containsNotMissingFiltering(argumentRef.getValue(), isMissingNullFunId)) {
                     return true;
                 }
             }
@@ -319,34 +324,6 @@
             return false;
         }
         ScalarFunctionCallExpression func2 = (ScalarFunctionCallExpression) arg;
-        if (func2.getFunctionIdentifier() != AlgebricksBuiltinFunctions.IS_MISSING) {
-            return false;
-        }
-        return true;
-    }
-
-    /**
-     * Whether the expression contains a missing filtering
-     *
-     * @param expr
-     * @return true if the expression contains a missing filtering function call; false otherwise.
-     */
-    private boolean containsMissingFiltering(ILogicalExpression expr) {
-        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
-            return false;
-        }
-        ScalarFunctionCallExpression func = (ScalarFunctionCallExpression) expr;
-        if (func.getFunctionIdentifier() == AlgebricksBuiltinFunctions.AND) {
-            for (Mutable<ILogicalExpression> argumentRef : func.getArguments()) {
-                if (containsMissingFiltering(argumentRef.getValue())) {
-                    return true;
-                }
-            }
-            return false;
-        }
-        if (func.getFunctionIdentifier() != AlgebricksBuiltinFunctions.IS_MISSING) {
-            return false;
-        }
-        return true;
+        return func2.getFunctionIdentifier().equals(isMissingNullFunId);
     }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
index b95971f..a6fe495 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
@@ -428,11 +428,11 @@
                 return new IndexBulkloadPOperator(primaryKeys, secondaryKeys, additionalFilteringKeys,
                         opInsDel.getFilterExpression(), opInsDel.getDataSourceIndex());
             } else {
-                LogicalVariable upsertIndicatorVar = null;
+                LogicalVariable operationVar = null;
                 List<LogicalVariable> prevSecondaryKeys = null;
                 LogicalVariable prevAdditionalFilteringKey = null;
                 if (opInsDel.getOperation() == Kind.UPSERT) {
-                    upsertIndicatorVar = getKey(opInsDel.getUpsertIndicatorExpr().getValue());
+                    operationVar = getKey(opInsDel.getOperationExpr().getValue());
                     prevSecondaryKeys = new ArrayList<>();
                     getKeys(opInsDel.getPrevSecondaryKeyExprs(), prevSecondaryKeys);
                     if (opInsDel.getPrevAdditionalFilteringExpression() != null) {
@@ -442,8 +442,8 @@
                     }
                 }
                 return new IndexInsertDeleteUpsertPOperator(primaryKeys, secondaryKeys, additionalFilteringKeys,
-                        opInsDel.getFilterExpression(), opInsDel.getDataSourceIndex(), upsertIndicatorVar,
-                        prevSecondaryKeys, prevAdditionalFilteringKey,
+                        opInsDel.getFilterExpression(), opInsDel.getBeforeOpFilterExpression(),
+                        opInsDel.getDataSourceIndex(), operationVar, prevSecondaryKeys, prevAdditionalFilteringKey,
                         opInsDel.getNumberOfAdditionalNonFilteringFields());
             }
         }
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java
index c1e613b..391d03a 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java
@@ -65,6 +65,8 @@
 import org.apache.hyracks.api.exceptions.SourceLocation;
 
 /**
+ * NOTE: This rule is currently not used
+ *
  * The rule searches for SUBPLAN operator with a optional PROJECT operator and
  * an AGGREGATE followed by a join operator.
  *
@@ -258,8 +260,7 @@
         ScalarFunctionCallExpression nonNullTest =
                 new ScalarFunctionCallExpression(finfoNot, new MutableObject<ILogicalExpression>(isNullTest));
         nonNullTest.setSourceLocation(sourceLoc);
-        SelectOperator selectNonNull =
-                new SelectOperator(new MutableObject<ILogicalExpression>(nonNullTest), false, null);
+        SelectOperator selectNonNull = new SelectOperator(new MutableObject<ILogicalExpression>(nonNullTest));
         selectNonNull.setSourceLocation(sourceLoc);
         GroupByOperator g = new GroupByOperator();
         g.setSourceLocation(sourceLoc);
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java
index e37be1b..d7f8d38 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java
@@ -22,17 +22,26 @@
 
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
-import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 
+/**
+ * NOTE: This rule is currently not used
+ *
+ */
 public class IntroduceLeftOuterJoinForSubplanRule implements IAlgebraicRewriteRule {
 
     @Override
@@ -65,7 +74,7 @@
         AbstractLogicalOperator op1 = (AbstractLogicalOperator) subplanRoot.getValue();
         Mutable<ILogicalOperator> opUnder = subplan.getInputs().get(0);
 
-        if (OperatorPropertiesUtil.isMissingTest((AbstractLogicalOperator) opUnder.getValue())) {
+        if (isMissingTest((AbstractLogicalOperator) opUnder.getValue())) {
             return false;
         }
 
@@ -87,7 +96,8 @@
                     }
                 }
                 ntsRef.setValue(opUnder.getValue());
-                LeftOuterJoinOperator loj = new LeftOuterJoinOperator(join.getCondition());
+                LeftOuterJoinOperator loj =
+                        new LeftOuterJoinOperator(join.getCondition(), ConstantExpression.MISSING.getValue());
                 loj.setSourceLocation(join.getSourceLocation());
                 loj.getInputs().add(leftRef);
                 loj.getInputs().add(rightRef);
@@ -124,4 +134,30 @@
         return getNtsAtEndOfPipeline(op.getInputs().get(0));
     }
 
+    public static boolean isMissingTest(AbstractLogicalOperator op) {
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        AbstractLogicalOperator doubleUnder = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (doubleUnder.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return false;
+        }
+        ILogicalExpression eu = ((SelectOperator) op).getCondition().getValue();
+        if (eu.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression f1 = (AbstractFunctionCallExpression) eu;
+        if (!f1.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
+            return false;
+        }
+        ILogicalExpression a1 = f1.getArguments().get(0).getValue();
+        if (!a1.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            return false;
+        }
+        AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
+        if (!f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
+            return false;
+        }
+        return true;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java
index d3ecf69..428b710 100644
--- a/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java
+++ b/hyracks-fullstack/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java
@@ -25,19 +25,25 @@
 import org.apache.commons.lang3.mutable.Mutable;
 import org.apache.commons.lang3.mutable.MutableObject;
 import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
 import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
 import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
 import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
-import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
 import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
 
 /**
+ * NOTE: This rule is currently not used
+ *
  * Looks for a nested group-by plan ending in
  * subplan {
  * ...
@@ -82,7 +88,7 @@
             if (op1.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
                 SubplanOperator subplan = (SubplanOperator) op1;
                 AbstractLogicalOperator op2 = (AbstractLogicalOperator) subplan.getInputs().get(0).getValue();
-                if (OperatorPropertiesUtil.isMissingTest(op2)) {
+                if (isMissingTest(op2)) {
                     if (subplan.getNestedPlans().size() == 1) {
                         ILogicalPlan p1 = subplan.getNestedPlans().get(0);
                         if (p1.getRoots().size() == 1) {
@@ -122,4 +128,31 @@
 
         return true;
     }
+
+    private static boolean isMissingTest(AbstractLogicalOperator op) {
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        AbstractLogicalOperator doubleUnder = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (doubleUnder.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return false;
+        }
+        ILogicalExpression eu = ((SelectOperator) op).getCondition().getValue();
+        if (eu.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression f1 = (AbstractFunctionCallExpression) eu;
+        if (!f1.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
+            return false;
+        }
+        ILogicalExpression a1 = f1.getArguments().get(0).getValue();
+        if (!a1.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            return false;
+        }
+        AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
+        if (!f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_MISSING)) {
+            return false;
+        }
+        return true;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-runtime/pom.xml b/hyracks-fullstack/algebricks/algebricks-runtime/pom.xml
index 0138946..fb8afca 100644
--- a/hyracks-fullstack/algebricks/algebricks-runtime/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-runtime/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java
index 81f5d08..858fcfa 100644
--- a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java
+++ b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java
@@ -29,6 +29,7 @@
 import org.apache.hyracks.api.context.IHyracksTaskContext;
 import org.apache.hyracks.api.dataflow.EnforceFrameWriter;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.ErrorCode;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.job.JobFlag;
 
@@ -123,4 +124,21 @@
         }
         return start;
     }
+
+    public static IPushRuntime linkPipeline(AlgebricksPipeline pipeline, PipelineAssembler[] pipelineAssemblers,
+            int pipelineAssemblersCount) throws HyracksDataException {
+        IPushRuntimeFactory[] outputRuntimeFactories = pipeline.getOutputRuntimeFactories();
+        if (outputRuntimeFactories == null || outputRuntimeFactories.length != 1) {
+            throw HyracksDataException.create(ErrorCode.ILLEGAL_STATE, "No output runtime factories found.");
+        }
+        IPushRuntimeFactory outRuntimeFactory = outputRuntimeFactories[0];
+        int outputPosition = pipeline.getOutputPositions()[0];
+        for (int i = 0; i < pipelineAssemblersCount; i++) {
+            IPushRuntime[] p = pipelineAssemblers[i].getPushRuntime(outRuntimeFactory);
+            if (p != null) {
+                return p[outputPosition];
+            }
+        }
+        return null;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java
index 11aefc6..349e50f 100644
--- a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java
+++ b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java
@@ -117,7 +117,7 @@
                     outputRecordDescriptor = SubplanRuntimeFactory.this.outputRecordDesc;
                 } else {
                     // secondary pipeline
-                    IPushRuntime outputPushRuntime = linkSecondaryPipeline(pipeline, pipelineAssemblers, i);
+                    IPushRuntime outputPushRuntime = PipelineAssembler.linkPipeline(pipeline, pipelineAssemblers, i);
                     if (outputPushRuntime == null) {
                         throw new IllegalStateException("Invalid pipeline");
                     }
@@ -132,23 +132,6 @@
             }
         }
 
-        IPushRuntime linkSecondaryPipeline(AlgebricksPipeline pipeline, PipelineAssembler[] pipelineAssemblers,
-                int pipelineAssemblersCount) {
-            IPushRuntimeFactory[] outputRuntimeFactories = pipeline.getOutputRuntimeFactories();
-            if (outputRuntimeFactories == null || outputRuntimeFactories.length != 1) {
-                throw new IllegalStateException();
-            }
-            IPushRuntimeFactory outRuntimeFactory = outputRuntimeFactories[0];
-            int outputPosition = pipeline.getOutputPositions()[0];
-            for (int i = 0; i < pipelineAssemblersCount; i++) {
-                IPushRuntime[] p = pipelineAssemblers[i].getPushRuntime(outRuntimeFactory);
-                if (p != null) {
-                    return p[outputPosition];
-                }
-            }
-            return null;
-        }
-
         @Override
         public void open() throws HyracksDataException {
             // writer opened many times?
diff --git a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java
index 9ee5a48..1b42bb6 100644
--- a/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java
+++ b/hyracks-fullstack/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java
@@ -18,8 +18,6 @@
  */
 package org.apache.hyracks.algebricks.runtime.operators.std;
 
-import java.io.ByteArrayOutputStream;
-import java.io.DataOutput;
 import java.io.DataOutputStream;
 import java.io.IOException;
 import java.nio.ByteBuffer;
@@ -38,6 +36,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.data.std.api.IPointable;
 import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
 import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 
 public class UnnestRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
@@ -83,14 +82,7 @@
     @Override
     public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
             throws HyracksDataException {
-        ByteArrayOutputStream bos = new ByteArrayOutputStream();
-        DataOutput output = new DataOutputStream(bos);
-        if (missingWriterFactory != null) {
-            IMissingWriter missingWriter = missingWriterFactory.createMissingWriter();
-            missingWriter.writeMissing(output);
-        }
-        byte[] missingBytes = bos.toByteArray();
-        int missingBytesLen = bos.size();
+        ByteArrayAccessibleOutputStream missingBytes = leftOuter ? writeMissingBytes() : null;
         IEvaluatorContext evalCtx = new EvaluatorContext(ctx);
         return new AbstractOneInputOneOutputOneFramePushRuntime() {
             private IPointable p = VoidPointable.FACTORY.createPointable();
@@ -154,7 +146,7 @@
                 }
                 if (unnestColIsProjected) {
                     if (missing) {
-                        tupleBuilder.addField(missingBytes, 0, missingBytesLen);
+                        tupleBuilder.addField(missingBytes.getByteArray(), 0, missingBytes.size());
                     } else {
                         tupleBuilder.addField(p.getByteArray(), p.getStartOffset(), p.getLength());
                     }
@@ -166,7 +158,7 @@
                 if (positionWriter != null) {
                     // Write the positional variable
                     if (missing) {
-                        tupleBuilder.addField(missingBytes, 0, missingBytesLen);
+                        tupleBuilder.addField(missingBytes.getByteArray(), 0, missingBytes.size());
                     } else {
                         positionWriter.write(tupleBuilder.getDataOutput(), positionIndex);
                         tupleBuilder.addFieldEndOffset();
@@ -181,4 +173,11 @@
             }
         };
     }
+
+    private ByteArrayAccessibleOutputStream writeMissingBytes() throws HyracksDataException {
+        ByteArrayAccessibleOutputStream baos = new ByteArrayAccessibleOutputStream();
+        IMissingWriter missingWriter = missingWriterFactory.createMissingWriter();
+        missingWriter.writeMissing(new DataOutputStream(baos));
+        return baos;
+    }
 }
diff --git a/hyracks-fullstack/algebricks/algebricks-tests/pom.xml b/hyracks-fullstack/algebricks/algebricks-tests/pom.xml
index b2b4d50..d11df8a 100644
--- a/hyracks-fullstack/algebricks/algebricks-tests/pom.xml
+++ b/hyracks-fullstack/algebricks/algebricks-tests/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>algebricks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/algebricks/pom.xml b/hyracks-fullstack/algebricks/pom.xml
index 1f06db2..498581f 100644
--- a/hyracks-fullstack/algebricks/pom.xml
+++ b/hyracks-fullstack/algebricks/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>apache-hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks-fullstack-license/pom.xml b/hyracks-fullstack/hyracks-fullstack-license/pom.xml
index 19df842..7dd97f9 100644
--- a/hyracks-fullstack/hyracks-fullstack-license/pom.xml
+++ b/hyracks-fullstack/hyracks-fullstack-license/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>apache-hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-api/pom.xml b/hyracks-fullstack/hyracks/hyracks-api/pom.xml
index 6954556..fe8fb24 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-api/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
index eb68e79..4773dc4 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
@@ -53,12 +53,7 @@
     public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(final ICCServiceContext ccServiceCtx,
             Set<JobFlag> jobFlags) throws HyracksException {
         final JobActivityGraphBuilder builder = new JobActivityGraphBuilder(spec, jobFlags);
-        PlanUtils.visit(spec, new IConnectorDescriptorVisitor() {
-            @Override
-            public void visit(IConnectorDescriptor conn) throws HyracksException {
-                builder.addConnector(conn);
-            }
-        });
+        PlanUtils.visit(spec, builder::addConnector);
         PlanUtils.visit(spec, new IOperatorDescriptorVisitor() {
             @Override
             public void visit(IOperatorDescriptor op) {
@@ -78,12 +73,7 @@
         acg.setConnectorPolicyAssignmentPolicy(spec.getConnectorPolicyAssignmentPolicy());
         acg.setUseConnectorPolicyForScheduling(spec.isUseConnectorPolicyForScheduling());
         final Set<Constraint> constraints = new HashSet<>();
-        final IConstraintAcceptor acceptor = new IConstraintAcceptor() {
-            @Override
-            public void addConstraint(Constraint constraint) {
-                constraints.add(constraint);
-            }
-        };
+        final IConstraintAcceptor acceptor = constraints::add;
         PlanUtils.visit(spec, new IOperatorDescriptorVisitor() {
             @Override
             public void visit(IOperatorDescriptor op) {
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java
index 41fed25..4d324f4 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java
@@ -33,6 +33,8 @@
 
     long getJobStartTime();
 
+    String getJobStartTimeZoneId();
+
     ICounterContext getCounterContext();
 
     Object getGlobalJobData();
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java
index 5fbc1ab..20381f3 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java
@@ -21,9 +21,6 @@
 
 import org.apache.hyracks.api.comm.IFrameTupleAccessor;
 
-/*
- * Compares two tuples to make sure that records, whose comparison keys are NULL do not pass comparator filter
- */
 public interface IPredicateEvaluator {
-    public boolean evaluate(IFrameTupleAccessor fta0, int tupId0, IFrameTupleAccessor fta1, int tupId1);
+    boolean evaluate(IFrameTupleAccessor fta, int tupId);
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java
index eb94514..8748587 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java
@@ -22,9 +22,8 @@
 import java.io.Serializable;
 
 /*
- * Provides PredicateEvaluator for equi-join related operators
+ * Provides PredicateEvaluator
  */
-
 public interface IPredicateEvaluatorFactory extends Serializable {
-    public IPredicateEvaluator createPredicateEvaluator();
+    IPredicateEvaluator createPredicateEvaluator();
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java
index 3eefc29..bc3e5c8 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java
@@ -24,7 +24,6 @@
 /*
  * Provides PredicateEvaluatorFactory based on (equi-join) keys
  */
-
 public interface IPredicateEvaluatorFactoryProvider extends Serializable {
-    public IPredicateEvaluatorFactory getPredicateEvaluatorFactory(int[] keys0, int[] keys1);
+    IPredicateEvaluatorFactory getPredicateEvaluatorFactory(int[] keys);
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java
index 6deff8d..fdda793 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java
@@ -104,7 +104,7 @@
 
     private HyracksDataException(HyracksDataException hde, String nodeId) {
         super(hde.getError().orElse(null), hde.getComponent(), hde.getErrorCode(), hde.getMessage(), hde.getCause(),
-                hde.getSourceLocation(), nodeId, hde.getStackTrace(), hde.getParams());
+                hde.getSourceLocation(), nodeId, hde.getParams());
     }
 
     protected HyracksDataException(IError error, Throwable cause, SourceLocation sourceLoc, Serializable... params) {
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/MappedFileSplit.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/MappedFileSplit.java
index 0a0e026..c7be4ae 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/MappedFileSplit.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/MappedFileSplit.java
@@ -59,7 +59,7 @@
     @Override
     public FileReference getFileReference(IIOManager ioManager) throws HyracksDataException {
         if (cached == null) {
-            cached = new FileReference(ioManager.getIODevices().get(ioDevice), getPath());
+            cached = super.getFileReference(ioManager);
         }
         return cached;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/result/IResultMetadata.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/result/IResultMetadata.java
index 12696af..56dd1a4 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/result/IResultMetadata.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/result/IResultMetadata.java
@@ -19,6 +19,11 @@
 package org.apache.hyracks.api.result;
 
 import java.io.Serializable;
+import java.util.List;
 
 public interface IResultMetadata extends Serializable {
+
+    List<Object> getOutputTypes();
+
+    void setOutputTypes(List<Object> typeInfo);
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExceptionUtils.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExceptionUtils.java
index 7c304b9..7147542 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExceptionUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExceptionUtils.java
@@ -197,4 +197,14 @@
         }
         return current;
     }
+
+    /**
+     * Returns the message of the throwable if of type IFormattedException, otherwise, .toString() is returned
+     *
+     * @param e throwable
+     * @return error message
+     */
+    public static String getMessageOrToString(Throwable e) {
+        return e instanceof IFormattedException ? e.getMessage() : e.toString();
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/IoUtil.java b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/IoUtil.java
index 2887721..ae49cb6 100644
--- a/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/IoUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/IoUtil.java
@@ -139,6 +139,25 @@
         return files;
     }
 
+    public static void flushDirectory(File directory) throws IOException {
+        flushDirectory(directory.toPath());
+    }
+
+    public static void flushDirectory(Path path) throws IOException {
+        if (!Files.isDirectory(path)) {
+            throw new IOException("Not a directory: " + path);
+        }
+        if (Files.getFileStore(path).supportsFileAttributeView("posix")) {
+            try (FileChannel ch = FileChannel.open(path, StandardOpenOption.READ)) {
+                ch.force(true);
+            }
+        } else {
+            if (LOGGER.isTraceEnabled()) {
+                LOGGER.trace("Unable to flush directory " + path);
+            }
+        }
+    }
+
     /**
      * Gets a collection of files matching {@code filter} by searching {@code root} directory and
      * all of its subdirectories
@@ -170,23 +189,4 @@
             }
         }
     }
-
-    public static void flushDirectory(File directory) throws IOException {
-        flushDirectory(directory.toPath());
-    }
-
-    public static void flushDirectory(Path path) throws IOException {
-        if (!Files.isDirectory(path)) {
-            throw new IOException("Not a directory: " + path);
-        }
-        if (Files.getFileStore(path).supportsFileAttributeView("posix")) {
-            try (FileChannel ch = FileChannel.open(path, StandardOpenOption.READ)) {
-                ch.force(true);
-            }
-        } else {
-            if (LOGGER.isTraceEnabled()) {
-                LOGGER.trace("Unable to flush directory " + path);
-            }
-        }
-    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-client/pom.xml b/hyracks-fullstack/hyracks/hyracks-client/pom.xml
index fcb5821..409da1f8 100644
--- a/hyracks-fullstack/hyracks/hyracks-client/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-client/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-comm/pom.xml b/hyracks-fullstack/hyracks/hyracks-comm/pom.xml
index 98c3586..f73060f 100644
--- a/hyracks-fullstack/hyracks/hyracks-comm/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-comm/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/pom.xml b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/pom.xml
index 65c3e4f..57e22e7 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/cluster/NodeManager.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/cluster/NodeManager.java
index f54a62c..e4c98ae 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/cluster/NodeManager.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/cluster/NodeManager.java
@@ -184,6 +184,10 @@
 
     public synchronized void failNode(String nodeId) throws HyracksException {
         NodeControllerState state = nodeRegistry.get(nodeId);
+        if (state == null) {
+            LOGGER.info("node {} is not registered; no need to fail it", nodeId);
+            return;
+        }
         Set<JobId> affectedJobIds = state.getActiveJobIds();
         // Removes the node from node map.
         nodeRegistry.remove(nodeId);
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/executor/JobExecutor.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/executor/JobExecutor.java
index ad55398..3574acd 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/executor/JobExecutor.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/executor/JobExecutor.java
@@ -519,7 +519,7 @@
                     node.getNodeController().startTasks(deploymentId, jobId, jagBytes, taskDescriptors,
                             connectorPolicies, jobRun.getFlags(),
                             ccs.createOrGetJobParameterByteStore(jobId).getParameterMap(), deployedJobSpecId,
-                            jobRun.getStartTime());
+                            jobRun.getStartTime(), jobRun.getStartTimeZoneId());
                 }
             }
         } catch (Exception e) {
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobManager.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobManager.java
index d782ac5..9850ee2 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobManager.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobManager.java
@@ -21,6 +21,7 @@
 
 import java.lang.reflect.Constructor;
 import java.lang.reflect.InvocationTargetException;
+import java.time.ZoneId;
 import java.util.Collection;
 import java.util.Collections;
 import java.util.HashMap;
@@ -305,6 +306,7 @@
     // Executes a job when the required capacity for the job is met.
     private void executeJob(JobRun run) throws HyracksException {
         run.setStartTime(System.currentTimeMillis());
+        run.setStartTimeZoneId(ZoneId.systemDefault().getId());
         JobId jobId = run.getJobId();
         activeRunMap.put(jobId, run);
         run.setStatus(JobStatus.RUNNING, null);
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java
index 5b98260..0cc09b4 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java
@@ -86,6 +86,8 @@
 
     private long startTime;
 
+    private String startTimeZoneId;
+
     private long endTime;
 
     private JobStatus status;
@@ -200,6 +202,14 @@
         this.startTime = startTime;
     }
 
+    public String getStartTimeZoneId() {
+        return startTimeZoneId;
+    }
+
+    public void setStartTimeZoneId(String startTimeZoneId) {
+        this.startTimeZoneId = startTimeZoneId;
+    }
+
     public long getEndTime() {
         return endTime;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/pom.xml b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/pom.xml
index 1b5b38d..65152a9 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java
index a754baf..97f6edb 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java
@@ -42,8 +42,8 @@
 public interface INodeController {
     void startTasks(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
             List<TaskAttemptDescriptor> taskDescriptors, Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies,
-            Set<JobFlag> flags, Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long startTime)
-            throws Exception;
+            Set<JobFlag> flags, Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long startTime,
+            String startTimeZoneId) throws Exception;
 
     void abortTasks(JobId jobId, List<TaskAttemptId> tasks) throws Exception;
 
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/config/ConfigManager.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/config/ConfigManager.java
index 0ba9090..85661fe 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/config/ConfigManager.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/config/ConfigManager.java
@@ -618,7 +618,6 @@
         @Override
         public void resolveCollision(CompositeMap<IOption, Object> composite, Map<IOption, Object> existing,
                 Map<IOption, Object> added, Collection<IOption> intersect) {
-            LOGGER.debug("resolveCollision: {}, {}, {}, {}", composite, existing, added, intersect);
             // no-op
         }
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java
index 27a8b02..1939f9e 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java
@@ -796,11 +796,13 @@
         private final Map<byte[], byte[]> jobParameters;
         private final DeployedJobSpecId deployedJobSpecId;
         private final long jobStartTime;
+        private final String jobStartTimeZoneId;
 
         public StartTasksFunction(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
                 List<TaskAttemptDescriptor> taskDescriptors,
                 Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies, Set<JobFlag> flags,
-                Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long jobStartTime) {
+                Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long jobStartTime,
+                String jobStartTimeZoneId) {
             this.deploymentId = deploymentId;
             this.jobId = jobId;
             this.planBytes = planBytes;
@@ -810,6 +812,7 @@
             this.jobParameters = jobParameters;
             this.deployedJobSpecId = deployedJobSpecId;
             this.jobStartTime = jobStartTime;
+            this.jobStartTimeZoneId = jobStartTimeZoneId;
         }
 
         @Override
@@ -853,6 +856,10 @@
             return jobStartTime;
         }
 
+        public String getJobStartTimeZoneId() {
+            return jobStartTimeZoneId;
+        }
+
         public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
             ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
             DataInputStream dis = new DataInputStream(bais);
@@ -923,9 +930,10 @@
             }
 
             long jobStartTime = dis.readLong();
+            String jobStartTimeZoneId = dis.readUTF();
 
             return new StartTasksFunction(deploymentId, jobId, planBytes, taskDescriptors, connectorPolicies, flags,
-                    jobParameters, deployedJobSpecId, jobStartTime);
+                    jobParameters, deployedJobSpecId, jobStartTime, jobStartTimeZoneId);
         }
 
         public static void serialize(OutputStream out, Object object) throws Exception {
@@ -981,6 +989,10 @@
 
             //write job start time
             dos.writeLong(fn.jobStartTime);
+
+            //write job start timezone
+            dos.writeUTF(fn.jobStartTimeZoneId);
+
         }
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
index ff5dd33..79e176f 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
@@ -67,9 +67,9 @@
     public void startTasks(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
             List<TaskAttemptDescriptor> taskDescriptors, Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies,
             Set<JobFlag> flags, Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId,
-            long jobStartTime) throws Exception {
+            long jobStartTime, String jobStartTimeZoneId) throws Exception {
         StartTasksFunction stf = new StartTasksFunction(deploymentId, jobId, planBytes, taskDescriptors,
-                connectorPolicies, flags, jobParameters, deployedJobSpecId, jobStartTime);
+                connectorPolicies, flags, jobParameters, deployedJobSpecId, jobStartTime, jobStartTimeZoneId);
         ipcHandle.send(-1, stf, null);
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/pom.xml b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/pom.xml
index a52930c..083d268 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-control</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java
index 02cd184..f179c36 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java
@@ -105,11 +105,13 @@
 
     private final long jobStartTime;
 
+    private final String jobStartTimeZoneId;
+
     private final long maxWarnings;
 
     public Joblet(NodeControllerService nodeController, DeploymentId deploymentId, JobId jobId,
             INCServiceContext serviceCtx, ActivityClusterGraph acg,
-            IJobletEventListenerFactory jobletEventListenerFactory, long jobStartTime) {
+            IJobletEventListenerFactory jobletEventListenerFactory, long jobStartTime, String jobStartTimeZoneId) {
         this.nodeController = nodeController;
         this.serviceCtx = serviceCtx;
         this.deploymentId = deploymentId;
@@ -136,6 +138,7 @@
         IGlobalJobDataFactory gjdf = acg.getGlobalJobDataFactory();
         globalJobData = gjdf != null ? gjdf.createGlobalJobData(this) : null;
         this.jobStartTime = jobStartTime;
+        this.jobStartTimeZoneId = jobStartTimeZoneId;
         this.maxWarnings = acg.getMaxWarnings();
     }
 
@@ -162,6 +165,11 @@
         return jobStartTime;
     }
 
+    @Override
+    public String getJobStartTimeZoneId() {
+        return jobStartTimeZoneId;
+    }
+
     public void addTask(Task task) {
         taskMap.put(task.getTaskAttemptId(), task);
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerIPCI.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerIPCI.java
index 08a18f9..0721f66 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerIPCI.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerIPCI.java
@@ -74,7 +74,8 @@
                 ncs.getWorkQueue()
                         .schedule(new StartTasksWork(ncs, stf.getDeploymentId(), stf.getJobId(), stf.getPlanBytes(),
                                 stf.getTaskDescriptors(), stf.getConnectorPolicies(), stf.getFlags(),
-                                stf.getJobParameters(), stf.getDeployedJobSpecId(), stf.getJobStartTime()));
+                                stf.getJobParameters(), stf.getDeployedJobSpecId(), stf.getJobStartTime(),
+                                stf.getJobStartTimeZoneId()));
                 return;
             case ABORT_TASKS:
                 CCNCFunctions.AbortTasksFunction atf = (CCNCFunctions.AbortTasksFunction) fn;
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java
index c774317..8c9cbfb 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java
@@ -710,7 +710,7 @@
         @Override
         public void run() {
             try {
-                tracer.instant("CurrentTime", traceCategory, Tracer.Scope.p, Tracer.dateTimeStamp());
+                tracer.instant("CurrentTime", traceCategory, ITracer.Scope.p, Tracer::dateTimeStamp);
             } catch (Exception e) {
                 LOGGER.log(Level.WARN, "Exception tracing current time", e);
             }
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java
index 551d8fa..7d84fe9 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java
@@ -97,10 +97,13 @@
 
     private final long jobStartTime;
 
+    private final String jobStartTimeZoneId;
+
     public StartTasksWork(NodeControllerService ncs, DeploymentId deploymentId, JobId jobId, byte[] acgBytes,
             List<TaskAttemptDescriptor> taskDescriptors,
             Map<ConnectorDescriptorId, IConnectorPolicy> connectorPoliciesMap, Set<JobFlag> flags,
-            Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long jobStartTime) {
+            Map<byte[], byte[]> jobParameters, DeployedJobSpecId deployedJobSpecId, long jobStartTime,
+            String jobStartTimeZoneId) {
         this.ncs = ncs;
         this.deploymentId = deploymentId;
         this.jobId = jobId;
@@ -111,6 +114,7 @@
         this.flags = flags;
         this.jobParameters = jobParameters;
         this.jobStartTime = jobStartTime;
+        this.jobStartTimeZoneId = jobStartTimeZoneId;
     }
 
     @Override
@@ -215,7 +219,7 @@
                 }
                 listenerFactory.updateListenerJobParameters(ncs.createOrGetJobParameterByteStore(jobId));
             }
-            ji = new Joblet(ncs, deploymentId, jobId, appCtx, acg, listenerFactory, jobStartTime);
+            ji = new Joblet(ncs, deploymentId, jobId, appCtx, acg, listenerFactory, jobStartTime, jobStartTimeZoneId);
             jobletMap.put(jobId, ji);
         }
         return ji;
diff --git a/hyracks-fullstack/hyracks/hyracks-control/hyracks-nc-service/pom.xml b/hyracks-fullstack/hyracks/hyracks-control/hyracks-nc-service/pom.xml
index 26086f0..c1ee58a 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/hyracks-nc-service/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-control/hyracks-nc-service/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <artifactId>hyracks-control</artifactId>
     <groupId>org.apache.hyracks</groupId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/hyracks-fullstack/hyracks/hyracks-control/pom.xml b/hyracks-fullstack/hyracks/hyracks-control/pom.xml
index 6cb4d75..bf8bb52 100644
--- a/hyracks-fullstack/hyracks/hyracks-control/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-control/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/pom.xml b/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/pom.xml
index fb143d9..dfc894f 100644
--- a/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-data</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <properties>
     <root.dir>${basedir}/../../..</root.dir>
diff --git a/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java b/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java
index 289e441..7c72d5c 100644
--- a/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java
+++ b/hyracks-fullstack/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java
@@ -62,7 +62,7 @@
         }
     }
 
-    private static int getIntBits(byte[] bytes, int start) {
+    public static int getIntBits(byte[] bytes, int start) {
         return IntegerPointable.getInteger(bytes, start);
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-data/pom.xml b/hyracks-fullstack/hyracks/hyracks-data/pom.xml
index caa6e78..3d6f62f 100644
--- a/hyracks-fullstack/hyracks/hyracks-data/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-data/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-common/pom.xml b/hyracks-fullstack/hyracks/hyracks-dataflow-common/pom.xml
index a5a474f..274cad7 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-common/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-common/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java b/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java
index 59ab2f4..e1acaee 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java
@@ -116,7 +116,7 @@
         try {
             flush(writer);
         } finally {
-            tracer.durationE(tid, traceCategory, args);
+            tracer.durationE(traceCategory, tid, args);
         }
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java b/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java
index ec45437..39e223b 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java
@@ -157,7 +157,7 @@
             flushedBytes = frameTupleAppender.getBuffer().capacity();
             long tid = tracer.durationB(name, cat, args);
             frameTupleAppender.write(writer, true);
-            tracer.durationE(tid, cat, args);
+            tracer.durationE(cat, tid, args);
             if (!frameTupleAppender.append(tupleAccessor, tIndex)) {
                 throw HyracksDataException.create(ErrorCode.TUPLE_CANNOT_FIT_INTO_EMPTY_FRAME,
                         tupleAccessor.getTupleLength(tIndex));
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/pom.xml b/hyracks-fullstack/hyracks/hyracks-dataflow-std/pom.xml
index f51ef86..ddb729f 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java
index 4f0c304..1e5c121 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java
@@ -177,16 +177,21 @@
                 }
 
                 // Checks whether the garbage collection is required and conducts a garbage collection if so.
-                if (hashTableForTuplePointer.isGarbageCollectionNeeded()) {
+                collectGarbageInHashTableForTuplePointer(false);
+                bufferManager.clearPartition(partition);
+            }
+
+            private boolean collectGarbageInHashTableForTuplePointer(boolean force) throws HyracksDataException {
+                if (force || hashTableForTuplePointer.isGarbageCollectionNeeded()) {
                     int numberOfFramesReclaimed =
                             hashTableForTuplePointer.collectGarbage(bufferAccessor, tpcIntermediate);
                     if (LOGGER.isDebugEnabled()) {
                         LOGGER.debug("Garbage Collection on Hash table is done. Deallocated frames:"
                                 + numberOfFramesReclaimed);
                     }
+                    return numberOfFramesReclaimed != -1;
                 }
-
-                bufferManager.clearPartition(partition);
+                return false;
             }
 
             private int getPartition(int entryInHashTable) {
@@ -234,11 +239,18 @@
                 }
 
                 // Insertion to the hash table
-                if (!hashTableForTuplePointer.insert(entryInHashTable, pointer)) {
-                    // To preserve the atomicity of this method, we need to undo the effect
-                    // of the above bufferManager.insertTuple() call since the given insertion has failed.
-                    bufferManager.cancelInsertTuple(pid);
-                    return false;
+                boolean inserted = hashTableForTuplePointer.insert(entryInHashTable, pointer);
+                if (!inserted) {
+                    // Force garbage collection on the hash table and attempt to insert again
+                    if (collectGarbageInHashTableForTuplePointer(true)) {
+                        inserted = hashTableForTuplePointer.insert(entryInHashTable, pointer);
+                    }
+                    if (!inserted) {
+                        // To preserve the atomicity of this method, we need to undo the effect
+                        // of the above bufferManager.insertTuple() call since the given insertion has failed.
+                        bufferManager.cancelInsertTuple(pid);
+                        return false;
+                    }
                 }
 
                 return true;
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java
index 1a6f4ef..8618528 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java
@@ -142,11 +142,15 @@
                         runs[i].getFileSize(), gbyFields, fdFields, groupByComparators, nmkComputer,
                         mergeAggregatorFactory, partialAggRecordDesc, outRecordDesc, frameLimit, level);
                 RunFileWriter[] runFileWriters = new RunFileWriter[partitionTable.getNumPartitions()];
-                int[] sizeInTuplesNextLevel =
-                        buildGroup(runs[i].createDeleteOnCloseReader(), partitionTable, runFileWriters);
-                for (int idFile = 0; idFile < runFileWriters.length; idFile++) {
-                    if (runFileWriters[idFile] != null) {
-                        generatedRuns.add(runFileWriters[idFile]);
+                int[] sizeInTuplesNextLevel;
+                try {
+                    sizeInTuplesNextLevel =
+                            buildGroup(runs[i].createDeleteOnCloseReader(), partitionTable, runFileWriters);
+                } finally {
+                    for (int idFile = 0; idFile < runFileWriters.length; idFile++) {
+                        if (runFileWriters[idFile] != null) {
+                            generatedRuns.add(runFileWriters[idFile]);
+                        }
                     }
                 }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinUtil.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinUtil.java
index 398dee9..7cee242 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinUtil.java
@@ -28,16 +28,21 @@
     private HybridHashJoinUtil() {
     }
 
+    public enum SIDE {
+        BUILD,
+        PROBE
+    }
+
     /**
      * Prints out the detailed information for partitions: in-memory and spilled partitions.
      * This method exists for a debug purpose.
      */
-    public String printPartitionInfo(BitSet spilledStatus, OptimizedHybridHashJoin.SIDE whichSide, int numOfPartitions,
-            int[] probePSizeInTups, int[] buildPSizeInTups, RunFileWriter[] probeRFWriters,
-            RunFileWriter[] buildRFWriters, IPartitionedTupleBufferManager bufferManager) {
+    public String printPartitionInfo(BitSet spilledStatus, SIDE whichSide, int numOfPartitions, int[] probePSizeInTups,
+            int[] buildPSizeInTups, RunFileWriter[] probeRFWriters, RunFileWriter[] buildRFWriters,
+            IPartitionedTupleBufferManager bufferManager) {
         StringBuilder buf = new StringBuilder();
         buf.append(">>> " + this + " " + Thread.currentThread().getId() + " printInfo():" + "\n");
-        if (whichSide == OptimizedHybridHashJoin.SIDE.BUILD) {
+        if (whichSide == SIDE.BUILD) {
             buf.append("BUILD side" + "\n");
         } else {
             buf.append("PROBE side" + "\n");
@@ -49,7 +54,7 @@
         int spilledPartByteSize = 0;
         for (int pid = spilledStatus.nextSetBit(0); pid >= 0 && pid < numOfPartitions; pid =
                 spilledStatus.nextSetBit(pid + 1)) {
-            if (whichSide == OptimizedHybridHashJoin.SIDE.BUILD) {
+            if (whichSide == SIDE.BUILD) {
                 spilledTupleCount += buildPSizeInTups[pid];
                 spilledPartByteSize += buildRFWriters[pid].getFileSize();
                 buf.append("part:\t" + pid + "\t#tuple:\t" + buildPSizeInTups[pid] + "\tsize(MB):\t"
@@ -70,7 +75,7 @@
         int inMemoryPartByteSize = 0;
         for (int pid = spilledStatus.nextClearBit(0); pid >= 0 && pid < numOfPartitions; pid =
                 spilledStatus.nextClearBit(pid + 1)) {
-            if (whichSide == OptimizedHybridHashJoin.SIDE.BUILD) {
+            if (whichSide == SIDE.BUILD) {
                 inMemoryTupleCount += buildPSizeInTups[pid];
                 inMemoryPartByteSize += bufferManager.getPhysicalSize(pid);
             } else {
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java
index cb63b6a..4c2019e 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java
@@ -28,7 +28,6 @@
 import org.apache.hyracks.api.comm.VSizeFrame;
 import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
 import org.apache.hyracks.api.dataflow.value.IMissingWriter;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
 import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
@@ -59,7 +58,6 @@
     private final ISerializableTable table;
     private final TuplePointer storedTuplePointer;
     private final boolean reverseOutputOrder; //Should we reverse the order of tuples, we are writing in output
-    private final IPredicateEvaluator predEvaluator;
     private final TupleInFrameListAccessor tupleAccessor;
     // To release frames
     private final ISimpleFrameBufferManager bufferManager;
@@ -70,17 +68,16 @@
     public InMemoryHashJoin(IHyracksFrameMgrContext ctx, FrameTupleAccessor accessorProbe,
             ITuplePartitionComputer tpcProbe, FrameTupleAccessor accessorBuild, RecordDescriptor rDBuild,
             ITuplePartitionComputer tpcBuild, boolean isLeftOuter, IMissingWriter[] missingWritersBuild,
-            ISerializableTable table, IPredicateEvaluator predEval, ISimpleFrameBufferManager bufferManager)
-            throws HyracksDataException {
+            ISerializableTable table, ISimpleFrameBufferManager bufferManager) throws HyracksDataException {
         this(ctx, accessorProbe, tpcProbe, accessorBuild, rDBuild, tpcBuild, isLeftOuter, missingWritersBuild, table,
-                predEval, false, bufferManager);
+                false, bufferManager);
     }
 
     public InMemoryHashJoin(IHyracksFrameMgrContext ctx, FrameTupleAccessor accessorProbe,
             ITuplePartitionComputer tpcProbe, FrameTupleAccessor accessorBuild, RecordDescriptor rDBuild,
             ITuplePartitionComputer tpcBuild, boolean isLeftOuter, IMissingWriter[] missingWritersBuild,
-            ISerializableTable table, IPredicateEvaluator predEval, boolean reverse,
-            ISimpleFrameBufferManager bufferManager) throws HyracksDataException {
+            ISerializableTable table, boolean reverse, ISimpleFrameBufferManager bufferManager)
+            throws HyracksDataException {
         this.table = table;
         storedTuplePointer = new TuplePointer();
         buffers = new ArrayList<>();
@@ -89,7 +86,6 @@
         this.accessorProbe = accessorProbe;
         this.tpcProbe = tpcProbe;
         appender = new FrameTupleAppender(new VSizeFrame(ctx));
-        predEvaluator = predEval;
         this.isLeftOuter = isLeftOuter;
         if (isLeftOuter) {
             int fieldCountOuter = accessorBuild.getFieldCount();
@@ -178,11 +174,8 @@
                 accessorBuild.reset(buffers.get(bIndex));
                 int c = tpComparator.compare(accessorProbe, tid, accessorBuild, tIndex);
                 if (c == 0) {
-                    boolean predEval = evaluatePredicate(tid, tIndex);
-                    if (predEval) {
-                        matchFound = true;
-                        appendToResult(tid, tIndex, writer);
-                    }
+                    matchFound = true;
+                    appendToResult(tid, tIndex, writer);
                 }
             }
         }
@@ -228,14 +221,6 @@
         table.close();
     }
 
-    private boolean evaluatePredicate(int tIx1, int tIx2) {
-        if (reverseOutputOrder) { //Role Reversal Optimization is triggered
-            return (predEvaluator == null) || predEvaluator.evaluate(accessorBuild, tIx2, accessorProbe, tIx1);
-        } else {
-            return (predEvaluator == null) || predEvaluator.evaluate(accessorProbe, tIx1, accessorBuild, tIx2);
-        }
-    }
-
     private void appendToResult(int probeSidetIx, int buildSidetIx, IFrameWriter writer) throws HyracksDataException {
         if (reverseOutputOrder) {
             FrameUtils.appendConcatToWriter(writer, appender, accessorBuild, buildSidetIx, accessorProbe, probeSidetIx);
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java
index 33976a8..f89ccb0 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java
@@ -32,8 +32,6 @@
 import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
 import org.apache.hyracks.api.dataflow.value.IMissingWriter;
 import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
 import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
@@ -63,7 +61,6 @@
     private final IBinaryHashFunctionFactory[] hashFunctionFactories0;
     private final IBinaryHashFunctionFactory[] hashFunctionFactories1;
     private final ITuplePairComparatorFactory comparatorFactory;
-    private final IPredicateEvaluatorFactory predEvaluatorFactory;
     private final boolean isLeftOuter;
     private final IMissingWriterFactory[] nonMatchWriterFactories;
     private final int tableSize;
@@ -73,23 +70,21 @@
     public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
             IBinaryHashFunctionFactory[] hashFunctionFactories0, IBinaryHashFunctionFactory[] hashFunctionFactories1,
             ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, int tableSize,
-            IPredicateEvaluatorFactory predEvalFactory, int memSizeInFrames) {
-        this(spec, keys0, keys1, hashFunctionFactories0, hashFunctionFactories1, comparatorFactory, predEvalFactory,
-                recordDescriptor, false, null, tableSize, memSizeInFrames);
+            int memSizeInFrames) {
+        this(spec, keys0, keys1, hashFunctionFactories0, hashFunctionFactories1, comparatorFactory, recordDescriptor,
+                false, null, tableSize, memSizeInFrames);
     }
 
     public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
             IBinaryHashFunctionFactory[] hashFunctionFactories0, IBinaryHashFunctionFactory[] hashFunctionFactories1,
-            ITuplePairComparatorFactory comparatorFactory, IPredicateEvaluatorFactory predEvalFactory,
-            RecordDescriptor recordDescriptor, boolean isLeftOuter, IMissingWriterFactory[] missingWriterFactories1,
-            int tableSize, int memSizeInFrames) {
+            ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, boolean isLeftOuter,
+            IMissingWriterFactory[] missingWriterFactories1, int tableSize, int memSizeInFrames) {
         super(spec, 2, 1);
         this.keys0 = keys0;
         this.keys1 = keys1;
         this.hashFunctionFactories0 = hashFunctionFactories0;
         this.hashFunctionFactories1 = hashFunctionFactories1;
         this.comparatorFactory = comparatorFactory;
-        this.predEvaluatorFactory = predEvalFactory;
         this.outRecDescs[0] = recordDescriptor;
         this.isLeftOuter = isLeftOuter;
         this.nonMatchWriterFactories = missingWriterFactories1;
@@ -159,8 +154,6 @@
             } else {
                 nullWriters1 = null;
             }
-            final IPredicateEvaluator predEvaluator =
-                    (predEvaluatorFactory == null ? null : predEvaluatorFactory.createPredicateEvaluator());
 
             final int memSizeInBytes = memSizeInFrames * jobletCtx.getInitialFrameSize();
             final IDeallocatableFramePool framePool = new DeallocatableFramePool(jobletCtx, memSizeInBytes);
@@ -178,8 +171,7 @@
                     state = new HashBuildTaskState(jobletCtx.getJobId(), new TaskId(getActivityId(), partition));
                     ISerializableTable table = new SerializableHashTable(tableSize, jobletCtx, bufferManager);
                     state.joiner = new InMemoryHashJoin(jobletCtx, new FrameTupleAccessor(rd0), hpc0,
-                            new FrameTupleAccessor(rd1), rd1, hpc1, isLeftOuter, nullWriters1, table, predEvaluator,
-                            bufferManager);
+                            new FrameTupleAccessor(rd1), rd1, hpc1, isLeftOuter, nullWriters1, table, bufferManager);
                 }
 
                 @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java
index 03ff72f..414ae25 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java
@@ -27,7 +27,6 @@
 import org.apache.hyracks.api.comm.VSizeFrame;
 import org.apache.hyracks.api.context.IHyracksJobletContext;
 import org.apache.hyracks.api.dataflow.value.IMissingWriter;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
 import org.apache.hyracks.api.exceptions.ErrorCode;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -63,22 +62,20 @@
     private final RunFileWriter runFileWriter;
     private final boolean isLeftOuter;
     private final ArrayTupleBuilder missingTupleBuilder;
-    private final IPredicateEvaluator predEvaluator;
-    // Added for handling correct calling for predicate-evaluator upon recursive calls
+    // Added for handling correct calling of recursive calls
     // (in OptimizedHybridHashJoin) that cause role-reversal
     private final boolean isReversed;
     private final BufferInfo tempInfo = new BufferInfo(null, -1, -1);
     private final BitSet outerMatchLOJ;
 
     public NestedLoopJoin(IHyracksJobletContext jobletContext, FrameTupleAccessor accessorOuter,
-            FrameTupleAccessor accessorInner, int memBudgetInFrames, IPredicateEvaluator predEval, boolean isLeftOuter,
+            FrameTupleAccessor accessorInner, int memBudgetInFrames, boolean isLeftOuter,
             IMissingWriter[] missingWriters) throws HyracksDataException {
-        this(jobletContext, accessorOuter, accessorInner, memBudgetInFrames, predEval, isLeftOuter, missingWriters,
-                false);
+        this(jobletContext, accessorOuter, accessorInner, memBudgetInFrames, isLeftOuter, missingWriters, false);
     }
 
     public NestedLoopJoin(IHyracksJobletContext jobletContext, FrameTupleAccessor accessorOuter,
-            FrameTupleAccessor accessorInner, int memBudgetInFrames, IPredicateEvaluator predEval, boolean isLeftOuter,
+            FrameTupleAccessor accessorInner, int memBudgetInFrames, boolean isLeftOuter,
             IMissingWriter[] missingWriters, boolean isReversed) throws HyracksDataException {
         this.accessorInner = accessorInner;
         this.accessorOuter = accessorOuter;
@@ -97,7 +94,6 @@
                 new VariableFramePool(jobletContext, outerBufferMngrMemBudgetInBytes), FrameFreeSlotPolicyFactory
                         .createFreeSlotPolicy(EnumFreeSlotPolicy.LAST_FIT, outerBufferMngrMemBudgetInFrames));
 
-        this.predEvaluator = predEval;
         this.isLeftOuter = isLeftOuter;
         if (isLeftOuter) {
             if (isReversed) {
@@ -202,8 +198,7 @@
             boolean matchFound = false;
             for (int j = 0; j < innerTupleCount; ++j) {
                 int c = tpComparator.compare(accessorOuter, i, accessorInner, j);
-                boolean prdEval = evaluatePredicate(i, j);
-                if (c == 0 && prdEval) {
+                if (c == 0) {
                     matchFound = true;
                     appendToResults(i, j, writer);
                 }
@@ -214,14 +209,6 @@
         }
     }
 
-    private boolean evaluatePredicate(int tIx1, int tIx2) {
-        if (isReversed) { //Role Reversal Optimization is triggered
-            return ((predEvaluator == null) || predEvaluator.evaluate(accessorInner, tIx2, accessorOuter, tIx1));
-        } else {
-            return ((predEvaluator == null) || predEvaluator.evaluate(accessorOuter, tIx1, accessorInner, tIx2));
-        }
-    }
-
     private void appendToResults(int outerTupleId, int innerTupleId, IFrameWriter writer) throws HyracksDataException {
         if (isReversed) {
             appendResultToFrame(accessorInner, innerTupleId, accessorOuter, outerTupleId, writer);
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java
index 1de8094..24e1b45 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java
@@ -29,8 +29,6 @@
 import org.apache.hyracks.api.dataflow.TaskId;
 import org.apache.hyracks.api.dataflow.value.IMissingWriter;
 import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
 import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
@@ -52,25 +50,16 @@
     private static final long serialVersionUID = 1L;
     private final ITuplePairComparatorFactory comparatorFactory;
     private final int memSize;
-    private final IPredicateEvaluatorFactory predEvaluatorFactory;
     private final boolean isLeftOuter;
     private final IMissingWriterFactory[] nullWriterFactories1;
 
     public NestedLoopJoinOperatorDescriptor(IOperatorDescriptorRegistry spec,
             ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, int memSize,
             boolean isLeftOuter, IMissingWriterFactory[] nullWriterFactories1) {
-        this(spec, comparatorFactory, recordDescriptor, memSize, null, isLeftOuter, nullWriterFactories1);
-    }
-
-    public NestedLoopJoinOperatorDescriptor(IOperatorDescriptorRegistry spec,
-            ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, int memSize,
-            IPredicateEvaluatorFactory predEvalFactory, boolean isLeftOuter,
-            IMissingWriterFactory[] nullWriterFactories1) {
         super(spec, 2, 1);
         this.comparatorFactory = comparatorFactory;
         this.outRecDescs[0] = recordDescriptor;
         this.memSize = memSize;
-        this.predEvaluatorFactory = predEvalFactory;
         this.isLeftOuter = isLeftOuter;
         this.nullWriterFactories1 = nullWriterFactories1;
     }
@@ -117,8 +106,6 @@
             final IHyracksJobletContext jobletCtx = ctx.getJobletContext();
             final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(nljAid, 0);
             final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
-            final IPredicateEvaluator predEvaluator =
-                    (predEvaluatorFactory != null) ? predEvaluatorFactory.createPredicateEvaluator() : null;
 
             final IMissingWriter[] nullWriters1 = isLeftOuter ? new IMissingWriter[nullWriterFactories1.length] : null;
             if (isLeftOuter) {
@@ -134,8 +121,7 @@
                 public void open() throws HyracksDataException {
                     state = new JoinCacheTaskState(jobletCtx.getJobId(), new TaskId(getActivityId(), partition));
                     state.joiner = new NestedLoopJoin(jobletCtx, new FrameTupleAccessor(rd0),
-                            new FrameTupleAccessor(rd1), memSize, predEvaluator, isLeftOuter, nullWriters1);
-
+                            new FrameTupleAccessor(rd1), memSize, isLeftOuter, nullWriters1);
                 }
 
                 @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java
index f5eb4f7..7a9bb25 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java
@@ -59,11 +59,6 @@
     // Used for special probe BigObject which can not be held into the Join memory
     private FrameTupleAppender bigFrameAppender;
 
-    public enum SIDE {
-        BUILD,
-        PROBE
-    }
-
     private final IHyracksJobletContext jobletCtx;
 
     private final String buildRelName;
@@ -74,7 +69,8 @@
     private final RecordDescriptor probeRd;
     private final RunFileWriter[] buildRFWriters; //writing spilled build partitions
     private final RunFileWriter[] probeRFWriters; //writing spilled probe partitions
-    private final IPredicateEvaluator predEvaluator;
+    private final IPredicateEvaluator buildPredEval;
+    private final IPredicateEvaluator probePredEval;
     private final boolean isLeftOuter;
     private final IMissingWriter[] nonMatchWriters;
     private final BitSet spilledStatus; //0=resident, 1=spilled
@@ -98,8 +94,8 @@
 
     public OptimizedHybridHashJoin(IHyracksJobletContext jobletCtx, int memSizeInFrames, int numOfPartitions,
             String probeRelName, String buildRelName, RecordDescriptor probeRd, RecordDescriptor buildRd,
-            ITuplePartitionComputer probeHpc, ITuplePartitionComputer buildHpc, IPredicateEvaluator predEval,
-            boolean isLeftOuter, IMissingWriterFactory[] nullWriterFactories1) {
+            ITuplePartitionComputer probeHpc, ITuplePartitionComputer buildHpc, IPredicateEvaluator probePredEval,
+            IPredicateEvaluator buildPredEval, boolean isLeftOuter, IMissingWriterFactory[] nullWriterFactories1) {
         this.jobletCtx = jobletCtx;
         this.memSizeInFrames = memSizeInFrames;
         this.buildRd = buildRd;
@@ -113,8 +109,12 @@
         this.probeRFWriters = new RunFileWriter[numOfPartitions];
         this.accessorBuild = new FrameTupleAccessor(buildRd);
         this.accessorProbe = new FrameTupleAccessor(probeRd);
-        this.predEvaluator = predEval;
         this.isLeftOuter = isLeftOuter;
+        if (isLeftOuter && probePredEval != null) {
+            throw new IllegalStateException();
+        }
+        this.buildPredEval = buildPredEval;
+        this.probePredEval = probePredEval;
         this.isReversed = false;
         this.spilledStatus = new BitSet(numOfPartitions);
         this.nonMatchWriters = isLeftOuter ? new IMissingWriter[nullWriterFactories1.length] : null;
@@ -141,11 +141,12 @@
         accessorBuild.reset(buffer);
         int tupleCount = accessorBuild.getTupleCount();
         for (int i = 0; i < tupleCount; ++i) {
-            int pid = buildHpc.partition(accessorBuild, i, numOfPartitions);
-            processTupleBuildPhase(i, pid);
-            buildPSizeInTups[pid]++;
+            if (buildPredEval == null || buildPredEval.evaluate(accessorBuild, i)) {
+                int pid = buildHpc.partition(accessorBuild, i, numOfPartitions);
+                processTupleBuildPhase(i, pid);
+                buildPSizeInTups[pid]++;
+            }
         }
-
     }
 
     private void processTupleBuildPhase(int tid, int pid) throws HyracksDataException {
@@ -217,8 +218,8 @@
 
         ISerializableTable table = new SerializableHashTable(inMemTupCount, jobletCtx, bufferManagerForHashTable);
         this.inMemJoiner = new InMemoryHashJoin(jobletCtx, new FrameTupleAccessor(probeRd), probeHpc,
-                new FrameTupleAccessor(buildRd), buildRd, buildHpc, isLeftOuter, nonMatchWriters, table, predEvaluator,
-                isReversed, bufferManagerForHashTable);
+                new FrameTupleAccessor(buildRd), buildRd, buildHpc, isLeftOuter, nonMatchWriters, table, isReversed,
+                bufferManagerForHashTable);
 
         buildHashTable();
     }
@@ -473,22 +474,28 @@
     public void probe(ByteBuffer buffer, IFrameWriter writer) throws HyracksDataException {
         accessorProbe.reset(buffer);
         int tupleCount = accessorProbe.getTupleCount();
-
-        if (isBuildRelAllInMemory()) {
-            inMemJoiner.join(buffer, writer);
-            return;
-        }
         inMemJoiner.resetAccessorProbe(accessorProbe);
-        for (int i = 0; i < tupleCount; ++i) {
-            int pid = probeHpc.partition(accessorProbe, i, numOfPartitions);
-
-            if (buildPSizeInTups[pid] > 0 || isLeftOuter) { //Tuple has potential match from previous phase
-                if (spilledStatus.get(pid)) { //pid is Spilled
-                    processTupleProbePhase(i, pid);
-                } else { //pid is Resident
+        if (isBuildRelAllInMemory()) {
+            for (int i = 0; i < tupleCount; ++i) {
+                // NOTE: probePredEval is guaranteed to be 'null' for outer join and in case of role reversal
+                if (probePredEval == null || probePredEval.evaluate(accessorProbe, i)) {
                     inMemJoiner.join(i, writer);
                 }
-                probePSizeInTups[pid]++;
+            }
+        } else {
+            for (int i = 0; i < tupleCount; ++i) {
+                // NOTE: probePredEval is guaranteed to be 'null' for outer join and in case of role reversal
+                if (probePredEval == null || probePredEval.evaluate(accessorProbe, i)) {
+                    int pid = probeHpc.partition(accessorProbe, i, numOfPartitions);
+                    if (buildPSizeInTups[pid] > 0 || isLeftOuter) { //Tuple has potential match from previous phase
+                        if (spilledStatus.get(pid)) { //pid is Spilled
+                            processTupleProbePhase(i, pid);
+                        } else { //pid is Resident
+                            inMemJoiner.join(i, writer);
+                        }
+                        probePSizeInTups[pid]++;
+                    }
+                }
             }
         }
     }
@@ -600,7 +607,10 @@
         return bufferManager.getPhysicalSize(pid);
     }
 
-    public void setIsReversed(boolean b) {
-        this.isReversed = b;
+    public void setIsReversed(boolean reversed) {
+        if (reversed && (buildPredEval != null || probePredEval != null)) {
+            throw new IllegalStateException();
+        }
+        this.isReversed = reversed;
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
index dcccd61..555e8fb 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
@@ -131,7 +131,8 @@
     private final IBinaryHashFunctionFamily[] buildHashFunctionFactories;
     private final ITuplePairComparatorFactory tuplePairComparatorFactoryProbe2Build; //For HHJ & NLJ in probe
     private final ITuplePairComparatorFactory tuplePairComparatorFactoryBuild2Probe; //For HHJ & NLJ in probe
-    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+    private final IPredicateEvaluatorFactory probePredEvalFactory;
+    private final IPredicateEvaluatorFactory buildPredEvalFactory;
 
     private final boolean isLeftOuter;
     private final IMissingWriterFactory[] nonMatchWriterFactories;
@@ -148,8 +149,9 @@
             IBinaryHashFunctionFamily[] propHashFunctionFactories,
             IBinaryHashFunctionFamily[] buildHashFunctionFactories, RecordDescriptor recordDescriptor,
             ITuplePairComparatorFactory tupPaircomparatorFactory01,
-            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvaluatorFactory,
-            boolean isLeftOuter, IMissingWriterFactory[] nonMatchWriterFactories) {
+            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvalFactory0,
+            IPredicateEvaluatorFactory predEvalFactory1, boolean isLeftOuter,
+            IMissingWriterFactory[] nonMatchWriterFactories) {
         super(spec, 2, 1);
         this.memSizeInFrames = memSizeInFrames;
         this.inputsize0 = inputsize0;
@@ -161,7 +163,8 @@
         this.tuplePairComparatorFactoryProbe2Build = tupPaircomparatorFactory01;
         this.tuplePairComparatorFactoryBuild2Probe = tupPaircomparatorFactory10;
         outRecDescs[0] = recordDescriptor;
-        this.predEvaluatorFactory = predEvaluatorFactory;
+        this.probePredEvalFactory = predEvalFactory0;
+        this.buildPredEvalFactory = predEvalFactory1;
         this.isLeftOuter = isLeftOuter;
         this.nonMatchWriterFactories = nonMatchWriterFactories;
     }
@@ -171,10 +174,11 @@
             IBinaryHashFunctionFamily[] propHashFunctionFactories,
             IBinaryHashFunctionFamily[] buildHashFunctionFactories, RecordDescriptor recordDescriptor,
             ITuplePairComparatorFactory tupPaircomparatorFactory01,
-            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvaluatorFactory) {
+            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvalFactory0,
+            IPredicateEvaluatorFactory predEvalFactory1) {
         this(spec, memSizeInFrames, inputsize0, factor, keys0, keys1, propHashFunctionFactories,
                 buildHashFunctionFactories, recordDescriptor, tupPaircomparatorFactory01, tupPaircomparatorFactory10,
-                predEvaluatorFactory, false, null);
+                predEvalFactory0, predEvalFactory1, false, null);
     }
 
     @Override
@@ -268,8 +272,10 @@
 
             final RecordDescriptor buildRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
             final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(probeAid, 0);
-            final IPredicateEvaluator predEvaluator =
-                    (predEvaluatorFactory == null ? null : predEvaluatorFactory.createPredicateEvaluator());
+            final IPredicateEvaluator buildPredEval =
+                    (buildPredEvalFactory == null ? null : buildPredEvalFactory.createPredicateEvaluator());
+            final IPredicateEvaluator probePredEval = (probePredEvalFactory == null || isLeftOuter ? null
+                    : probePredEvalFactory.createPredicateEvaluator());
 
             return new AbstractUnaryInputSinkOperatorNodePushable() {
                 private BuildAndPartitionTaskState state = new BuildAndPartitionTaskState(
@@ -293,7 +299,7 @@
                             getNumberOfPartitions(state.memForJoin, inputsize0, fudgeFactor, nPartitions);
                     state.hybridHJ = new OptimizedHybridHashJoin(ctx.getJobletContext(), state.memForJoin,
                             state.numOfPartitions, PROBE_REL, BUILD_REL, probeRd, buildRd, probeHpc, buildHpc,
-                            predEvaluator, isLeftOuter, nonMatchWriterFactories);
+                            probePredEval, buildPredEval, isLeftOuter, nonMatchWriterFactories);
 
                     state.hybridHJ.initBuild();
                     if (LOGGER.isTraceEnabled()) {
@@ -366,8 +372,6 @@
             final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
             final ITuplePairComparator probComp = tuplePairComparatorFactoryProbe2Build.createTuplePairComparator(ctx);
             final ITuplePairComparator buildComp = tuplePairComparatorFactoryBuild2Probe.createTuplePairComparator(ctx);
-            final IPredicateEvaluator predEvaluator =
-                    predEvaluatorFactory == null ? null : predEvaluatorFactory.createPredicateEvaluator();
 
             final IMissingWriter[] nonMatchWriter =
                     isLeftOuter ? new IMissingWriter[nonMatchWriterFactories.length] : null;
@@ -593,7 +597,7 @@
                     OptimizedHybridHashJoin rHHj;
                     int n = getNumberOfPartitions(state.memForJoin, tableSize, fudgeFactor, nPartitions);
                     rHHj = new OptimizedHybridHashJoin(jobletCtx, state.memForJoin, n, PROBE_REL, BUILD_REL, probeRd,
-                            buildRd, probeHpc, buildHpc, predEvaluator, isLeftOuter, nonMatchWriterFactories); //checked-confirmed
+                            buildRd, probeHpc, buildHpc, null, null, isLeftOuter, nonMatchWriterFactories); //checked-confirmed
 
                     rHHj.setIsReversed(isReversed);
                     try {
@@ -748,7 +752,7 @@
                     ISerializableTable table = new SerializableHashTable(tabSize, jobletCtx, bufferManager);
                     InMemoryHashJoin joiner = new InMemoryHashJoin(jobletCtx, new FrameTupleAccessor(probeRDesc),
                             hpcRepProbe, new FrameTupleAccessor(buildRDesc), buildRDesc, hpcRepBuild, isLeftOuter,
-                            nonMatchWriter, table, predEvaluator, isReversed, bufferManager);
+                            nonMatchWriter, table, isReversed, bufferManager);
                     joiner.setComparator(comp);
                     try {
                         bReader.open();
@@ -805,8 +809,7 @@
                     boolean isReversed = outerRd == buildRd && innerRd == probeRd;
                     ITuplePairComparator nljComptorOuterInner = isReversed ? buildComp : probComp;
                     NestedLoopJoin nlj = new NestedLoopJoin(jobletCtx, new FrameTupleAccessor(outerRd),
-                            new FrameTupleAccessor(innerRd), memorySize, predEvaluator, isLeftOuter, nonMatchWriter,
-                            isReversed);
+                            new FrameTupleAccessor(innerRd), memorySize, isLeftOuter, nonMatchWriter, isReversed);
                     nlj.setComparator(nljComptorOuterInner);
 
                     IFrame cacheBuff = new VSizeFrame(jobletCtx);
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java
index 46d62a7..08f15b3 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java
@@ -272,12 +272,7 @@
         isSorted = true;
     }
 
-    private static final Comparator<IResetableComparable> entryComparator = new Comparator<IResetableComparable>() {
-        @Override
-        public int compare(IResetableComparable o1, IResetableComparable o2) {
-            return o1.compareTo(o2);
-        }
-    };
+    private static final Comparator<IResetableComparable> entryComparator = Comparable::compareTo;
 
     @Override
     public void close() throws HyracksDataException {
diff --git a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java
index 51f9984..58ad213 100644
--- a/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java
+++ b/hyracks-fullstack/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java
@@ -54,7 +54,7 @@
      *            required to access the real tuple to calculate the original hash value
      * @param tpc:
      *            hash function
-     * @return the number of frames that are reclaimed.
+     * @return the number of frames that are reclaimed. The value -1 is returned when no compaction was happened.
      * @throws HyracksDataException
      */
     int collectGarbage(ITuplePointerAccessor bufferAccessor, ITuplePartitionComputer tpc) throws HyracksDataException;
diff --git a/hyracks-fullstack/hyracks/hyracks-dist/pom.xml b/hyracks-fullstack/hyracks/hyracks-dist/pom.xml
index 90d4f5a..efed967 100644
--- a/hyracks-fullstack/hyracks/hyracks-dist/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-dist/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>hyracks</artifactId>
     <groupId>org.apache.hyracks</groupId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-documentation/pom.xml b/hyracks-fullstack/hyracks/hyracks-documentation/pom.xml
index 58260a7..624639c 100644
--- a/hyracks-fullstack/hyracks/hyracks-documentation/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-documentation/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
index 4c36a7f..81a3dfc 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks.examples</groupId>
     <artifactId>btree-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
index ab3db7d..20e8eae 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
@@ -143,7 +143,7 @@
                 new IndexDataflowHelperFactory(storageManager, btreeSplitProvider);
         BTreeSearchOperatorDescriptor btreeSearchOp = new BTreeSearchOperatorDescriptor(spec, recDesc, lowKeyFields,
                 highKeyFields, true, true, dataflowHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         JobHelper.createPartitionConstraint(spec, btreeSearchOp, splitNCs);
 
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
index 44b982b..26ddbd6 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
@@ -170,7 +170,7 @@
                 new IndexDataflowHelperFactory(storageManager, secondarySplitProvider);
         BTreeSearchOperatorDescriptor secondarySearchOp = new BTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
                 secondaryLowKeyFields, secondaryHighKeyFields, true, true, secondaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         JobHelper.createPartitionConstraint(spec, secondarySearchOp, splitNCs);
 
@@ -188,7 +188,7 @@
                 new IndexDataflowHelperFactory(storageManager, primarySplitProvider);
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
                 primaryLowKeyFields, primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         JobHelper.createPartitionConstraint(spec, primarySearchOp, splitNCs);
 
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
index 3c513d3..7735cd7 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks.examples</groupId>
     <artifactId>btree-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java
index 7ba81e1..3aa3d23 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java
@@ -48,12 +48,7 @@
     private ILocalResourceRepository localResourceRepository;
     private IResourceLifecycleManager<IIndex> lcManager;
     private ResourceIdFactory resourceIdFactory;
-    private ThreadFactory threadFactory = new ThreadFactory() {
-        @Override
-        public Thread newThread(Runnable r) {
-            return new Thread(r);
-        }
-    };
+    private ThreadFactory threadFactory = Thread::new;
 
     public RuntimeContext(INCServiceContext appCtx) throws HyracksDataException {
         fileMapManager = new FileMapManager();
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
index 4cd94d4..75f4efe 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks.examples</groupId>
     <artifactId>btree-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/pom.xml
index 94ecd5b..942f980 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/btree-example/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/btree-example/pom.xml
@@ -27,7 +27,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
index e4dc2ef..84ba707 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
index 283b352..eac332d 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
@@ -185,7 +185,7 @@
         // scan primary index
         BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
                 lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         // sort based on secondary keys
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
index 336204c..9474b12 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
@@ -76,7 +76,7 @@
 
         BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
                 DataSetConstants.primaryRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false,
-                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
@@ -98,12 +98,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
index 870cfe3..af043ab 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
@@ -81,7 +81,7 @@
 
         BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
                 DataSetConstants.primaryRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false,
-                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
@@ -103,12 +103,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
index 5cffd95..a1f53bd 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
@@ -67,12 +67,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
index b2060b6..93ab78d 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
@@ -83,9 +83,10 @@
         int[] secondaryHighKeyFields = { 1 };
 
         // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.secondaryRecDesc, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                secondaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.secondaryRecDesc, secondaryLowKeyFields,
+                        secondaryHighKeyFields, true, true, secondaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
 
@@ -95,9 +96,10 @@
         int[] primaryHighKeyFields = { 1 };
 
         // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.primaryRecDesc, primaryLowKeyFields, primaryHighKeyFields, true, true,
-                primaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.primaryRecDesc, primaryLowKeyFields,
+                        primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
@@ -121,12 +123,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
index e73a11e..a5a0bda 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
@@ -82,9 +82,10 @@
         int[] secondaryHighKeyFields = { 1 };
 
         // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.secondaryRecDesc, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                secondaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.secondaryRecDesc, secondaryLowKeyFields,
+                        secondaryHighKeyFields, true, true, secondaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
 
@@ -94,9 +95,10 @@
         // coming from secondary index
 
         // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.primaryRecDesc, primaryLowKeyFields, primaryHighKeyFields, true, true,
-                primaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.primaryRecDesc, primaryLowKeyFields,
+                        primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
         IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
@@ -117,12 +119,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
index a333dc4..3691cd4 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
@@ -82,9 +82,10 @@
         int[] secondaryHighKeyFields = { 1 };
 
         // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.secondaryRecDesc, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
-                secondaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.secondaryRecDesc, secondaryLowKeyFields,
+                        secondaryHighKeyFields, true, true, secondaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
 
@@ -94,9 +95,10 @@
         int[] primaryHighKeyFields = { 1 };
 
         // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.primaryRecDesc, primaryLowKeyFields, primaryHighKeyFields, true, true,
-                primaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.primaryRecDesc, primaryLowKeyFields,
+                        primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
+                        NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
@@ -120,12 +122,12 @@
     @Override
     protected IResourceFactory createPrimaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.primaryTypeTraits,
-                DataSetConstants.primaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.primaryComparatorFactories, pageManagerFactory, null, null);
     }
 
     @Override
     protected IResourceFactory createSecondaryResourceFactory() {
         return new BTreeResourceFactory(storageManager, DataSetConstants.secondaryTypeTraits,
-                DataSetConstants.secondaryComparatorFactories, pageManagerFactory);
+                DataSetConstants.secondaryComparatorFactories, pageManagerFactory, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
index d46f5f5..bcd71a3 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
@@ -49,6 +49,6 @@
                 getVirtualBufferCacheProvider(), SynchronousSchedulerProvider.INSTANCE, MERGE_POLICY_FACTORY,
                 MERGE_POLICY_PROPERTIES, DURABLE, bloomFilterKeyFields,
                 LSMTreeOperatorTestHelper.DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, true, btreefields,
-                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null);
+                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
index 9d3ba5c..da1441c 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
@@ -89,10 +89,10 @@
         int[] lowKeyFields = { 0 };
         int[] highKeyFields = { 1 };
 
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp =
-                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.primaryAndFilterRecDesc, lowKeyFields,
-                        highKeyFields, true, true, primaryHelperFactory, false, false,
-                        NoopMissingWriterFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, null, null, true);
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                DataSetConstants.primaryAndFilterRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory,
+                false, false, NoopMissingWriterFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, null, null,
+                true, NoopMissingWriterFactory.INSTANCE);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
@@ -147,7 +147,7 @@
         BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
                 DataSetConstants.primaryAndFilterRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory,
                 false, false, NoopMissingWriterFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, minFilterFields,
-                maxFilterFields, true);
+                maxFilterFields, true, NoopMissingWriterFactory.INSTANCE);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
index 97a4746..bed4794 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
@@ -90,10 +90,10 @@
         int[] secondaryHighKeyFields = { 1 };
 
         // search secondary index
-        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp =
-                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.secondaryWithFilterRecDesc,
-                        secondaryLowKeyFields, secondaryHighKeyFields, true, true, secondaryHelperFactory, false, false,
-                        NoopMissingWriterFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, null, null, true);
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                DataSetConstants.secondaryWithFilterRecDesc, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
+                secondaryHelperFactory, false, false, NoopMissingWriterFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE, null, null, true, NoopMissingWriterFactory.INSTANCE);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
 
@@ -103,10 +103,11 @@
         int[] maxFilterFields = { 3 };
 
         // search primary index
-        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
-                DataSetConstants.primaryRecDesc, primaryLowKeyFields, primaryHighKeyFields, true, true,
-                primaryHelperFactory, false, false, NoopMissingWriterFactory.INSTANCE,
-                NoOpOperationCallbackFactory.INSTANCE, minFilterFields, maxFilterFields, false);
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp =
+                new BTreeSearchOperatorDescriptor(spec, DataSetConstants.primaryRecDesc, primaryLowKeyFields,
+                        primaryHighKeyFields, true, true, primaryHelperFactory, false, false,
+                        NoopMissingWriterFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, minFilterFields,
+                        maxFilterFields, false, NoopMissingWriterFactory.INSTANCE);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
         IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
index 3b3fc1e..1725ea3 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
@@ -54,6 +54,6 @@
                 NoOpPageWriteCallbackFactory.INSTANCE, pageManagerFactory, getVirtualBufferCacheProvider(),
                 SynchronousSchedulerProvider.INSTANCE, MERGE_POLICY_FACTORY, MERGE_POLICY_PROPERTIES, DURABLE,
                 btreeComparatorFactories, valueProviderFactories, rtreePolicyType, linearizerCmpFactory, null,
-                btreeFields, IS_POINT_MBR, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE);
+                btreeFields, IS_POINT_MBR, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
index 0bb483a..28b9e88 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
@@ -54,6 +54,6 @@
                 NoOpIOOperationCallbackFactory.INSTANCE, NoOpPageWriteCallbackFactory.INSTANCE, pageManagerFactory,
                 getVirtualBufferCacheProvider(), SynchronousSchedulerProvider.INSTANCE, MERGE_POLICY_FACTORY,
                 MERGE_POLICY_PROPERTIES, DURABLE, valueProviderFactories, rtreePolicyType, linearizerCmpFactory,
-                btreeFields, IS_POINT_MBR, btreeComparatorFactories);
+                btreeFields, IS_POINT_MBR, btreeComparatorFactories, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
index 04179c2..6a31962 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
@@ -95,7 +95,7 @@
         int[] keyFields = { 0, 1, 2, 3 };
         RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec,
                 secondaryWithFilterRecDesc, keyFields, true, true, secondaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
 
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
index 2d092f1..f849bc8 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
@@ -228,7 +228,7 @@
     protected void createPrimaryIndex() throws Exception {
         JobSpecification spec = new JobSpecification();
         btreeFactory = new BTreeResourceFactory(storageManager, primaryTypeTraits, primaryComparatorFactories,
-                pageManagerFactory);
+                pageManagerFactory, null, null);
         IIndexBuilderFactory indexBuilderFactory =
                 new IndexBuilderFactory(storageManager, primarySplitProvider, btreeFactory, false);
         IndexCreateOperatorDescriptor primaryCreateOp = new IndexCreateOperatorDescriptor(spec, indexBuilderFactory);
@@ -320,7 +320,7 @@
         // scan primary index
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
                 lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
 
         // load secondary index
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
index 43d685e..1981c1e 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
@@ -38,6 +38,6 @@
             int[] btreeFields, ITypeTraits[] secondaryTypeTraits,
             IBinaryComparatorFactory[] secondaryComparatorFactories, IMetadataPageManagerFactory pageManagerFactory) {
         return new RTreeResourceFactory(storageManager, secondaryTypeTraits, secondaryComparatorFactories,
-                pageManagerFactory, valueProviderFactories, rtreePolicyType);
+                pageManagerFactory, valueProviderFactories, rtreePolicyType, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
index 784cd10..0fcf892 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
@@ -88,7 +88,7 @@
         int[] keyFields = { 0, 1, 2, 3 };
         RTreeSearchOperatorDescriptor secondarySearchOp =
                 new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc, keyFields, true, true, secondaryHelperFactory,
-                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
         // fifth field from the tuples coming from secondary index
         int[] primaryLowKeyFields = { 4 };
@@ -97,7 +97,7 @@
         // search primary index
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
                 primaryLowKeyFields, primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
         IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
index ff44d10..3cfef19 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
@@ -86,7 +86,7 @@
         int[] keyFields = null;
         RTreeSearchOperatorDescriptor secondarySearchOp =
                 new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc, keyFields, true, true, secondaryHelperFactory,
-                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
         IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
index e234322..8ea0701 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
@@ -86,7 +86,7 @@
         int[] keyFields = { 0, 1, 2, 3 };
         RTreeSearchOperatorDescriptor secondarySearchOp =
                 new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc, keyFields, true, true, secondaryHelperFactory,
-                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                        false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
         // fifth field from the tuples coming from secondary index
         int[] primaryLowKeyFields = { 4 };
@@ -95,7 +95,7 @@
         // search primary index
         BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
                 primaryLowKeyFields, primaryHighKeyFields, true, true, primaryHelperFactory, false, false, null,
-                NoOpOperationCallbackFactory.INSTANCE, null, null, false);
+                NoOpOperationCallbackFactory.INSTANCE, null, null, false, null);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
         IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { createFile(nc1) });
         IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/OptimizedHybridHashJoinTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/OptimizedHybridHashJoinTest.java
index 93739df..9215856 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/OptimizedHybridHashJoinTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/OptimizedHybridHashJoinTest.java
@@ -26,7 +26,6 @@
 import org.apache.hyracks.api.comm.VSizeFrame;
 import org.apache.hyracks.api.context.IHyracksJobletContext;
 import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
-import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
 import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
 import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
 import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
@@ -61,7 +60,6 @@
     static RecordDescriptor buildRd;
     static ITuplePartitionComputer probeHpc;
     static ITuplePartitionComputer buildHpc;
-    static IPredicateEvaluator predEval;
     int memSizeInFrames = -1;
     int numOfPartitions = -1;
     boolean isLeftOuter = false;
@@ -151,7 +149,7 @@
     private void testJoin(int memSizeInFrames, int numOfPartitions, VSizeFrame frame) throws HyracksDataException {
 
         hhj = new OptimizedHybridHashJoin(ctx, memSizeInFrames, numOfPartitions, probeRelName, buildRelName, probeRd,
-                buildRd, probeHpc, buildHpc, predEval, isLeftOuter, null);
+                buildRd, probeHpc, buildHpc, null, null, isLeftOuter, null);
 
         hhj.initBuild();
 
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
index a8bb1d5..296b682 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
@@ -133,7 +133,7 @@
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), custOrderJoinDesc, 128,
-                null, 128);
+                128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
         ResultSetId rsId = new ResultSetId(1);
@@ -176,12 +176,12 @@
                 new DelimitedDataTupleParserFactory(custValueParserFactories, '|'), custDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
 
-        OptimizedHybridHashJoinOperatorDescriptor join =
-                new OptimizedHybridHashJoinOperatorDescriptor(spec, 32, 20, 1.2, new int[] { 1 }, new int[] { 0 },
-                        new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
-                        new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
-                        custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), null, false, null);
+        OptimizedHybridHashJoinOperatorDescriptor join = new OptimizedHybridHashJoinOperatorDescriptor(spec, 32, 20,
+                1.2, new int[] { 1 }, new int[] { 0 },
+                new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
+                new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE }, custOrderJoinDesc,
+                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0),
+                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), null, null, false, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
@@ -234,8 +234,8 @@
                 new int[] { 1 },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
-                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), null, custOrderJoinDesc,
-                true, nonMatchWriterFactories, 128, 128);
+                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), custOrderJoinDesc, true,
+                nonMatchWriterFactories, 128, 128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
         ResultSetId rsId = new ResultSetId(1);
@@ -288,7 +288,7 @@
                         new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
                         new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
                         custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, true,
+                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, null, true,
                         nonMatchWriterFactories);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
@@ -343,7 +343,7 @@
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), custOrderJoinDesc, 128,
-                null, 128);
+                128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
         ResultSetId rsId = new ResultSetId(1);
@@ -396,12 +396,12 @@
                 new DelimitedDataTupleParserFactory(custValueParserFactories, '|'), custDesc);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
 
-        OptimizedHybridHashJoinOperatorDescriptor join =
-                new OptimizedHybridHashJoinOperatorDescriptor(spec, 5, 20, 1.2, new int[] { 1 }, new int[] { 0 },
-                        new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
-                        new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
-                        custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), null, false, null);
+        OptimizedHybridHashJoinOperatorDescriptor join = new OptimizedHybridHashJoinOperatorDescriptor(spec, 5, 20, 1.2,
+                new int[] { 1 }, new int[] { 0 },
+                new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE },
+                new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE }, custOrderJoinDesc,
+                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0),
+                new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1), null, null, false, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
@@ -460,7 +460,7 @@
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), custOrderJoinDesc, 128,
-                null, 128);
+                128);
         PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
 
         ResultSetId rsId = new ResultSetId(1);
@@ -524,7 +524,7 @@
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                 new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), custOrderJoinDesc, 128,
-                null, 128);
+                128);
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
 
         ResultSetId rsId = new ResultSetId(1);
@@ -581,7 +581,7 @@
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null);
+                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
@@ -629,7 +629,7 @@
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null);
+                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
@@ -678,7 +678,7 @@
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                         custOrderJoinDesc, new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null);
+                        new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, null);
 
         PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
 
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml
index 65ada11..d2242c1 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/pom.xml
index d295986..3e3bfe9 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/text-example/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/text-example/pom.xml
index 6696566..0135b1a 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/text-example/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/text-example/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/text-example/textclient/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/text-example/textclient/pom.xml
index 4590c60..57ba143 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/text-example/textclient/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/text-example/textclient/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>text-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/text-example/texthelper/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/text-example/texthelper/pom.xml
index 8ea4601..223e408 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/text-example/texthelper/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/text-example/texthelper/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>text-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/text-example/textserver/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/text-example/textserver/pom.xml
index ec4ca99..922dfa2 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/text-example/textserver/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/text-example/textserver/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>text-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/pom.xml
index 1aef31b..dadaef7 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-examples</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
index 3d7b534..77eedd0 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>tpch-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java
index 3bbeca8..a351c85 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java
+++ b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java
@@ -185,7 +185,7 @@
                     new IBinaryHashFunctionFactory[] {
                             PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
                     new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                    Common.custOrderJoinDesc, tableSize, null, memSize * frameSize);
+                    Common.custOrderJoinDesc, tableSize, memSize * frameSize);
 
         } else if ("hybrid".equalsIgnoreCase(algo)) {
             join = new OptimizedHybridHashJoinOperatorDescriptor(spec, memSize, graceInputSize, graceFactor,
@@ -194,7 +194,7 @@
                     new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
                     Common.custOrderJoinDesc,
                     new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 0, 1),
-                    new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null);
+                    new JoinComparatorFactory(UTF8StringBinaryComparatorFactory.INSTANCE, 1, 0), null, null);
 
         } else {
             System.err.println("unknown algorithm:" + algo);
diff --git a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
index fd49e1a..c408096 100644
--- a/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>tpch-example</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-hdfs/pom.xml b/hyracks-fullstack/hyracks/hyracks-hdfs/pom.xml
index 2899cf7..b16904d 100644
--- a/hyracks-fullstack/hyracks/hyracks-hdfs/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-hdfs/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
@@ -63,6 +63,7 @@
           <ignoredDependencies>
             <ignoredDependency>org.apache.hadoop:hadoop*::</ignoredDependency>
             <ignoredDependency>org.apache.logging.log4j:log4j*::</ignoredDependency>
+            <ignoredDependency>org.slf4j:slf4j*::</ignoredDependency>
           </ignoredDependencies>
         </configuration>
         <executions>
@@ -99,6 +100,10 @@
       <artifactId>hadoop-common</artifactId>
       <exclusions>
         <exclusion>
+          <groupId>com.nimbusds</groupId>
+          <artifactId>nimbus-jose-jwt</artifactId>
+        </exclusion>
+        <exclusion>
           <groupId>javax.servlet.jsp</groupId>
           <artifactId>jsp-api</artifactId>
         </exclusion>
@@ -124,6 +129,14 @@
           <groupId>log4j</groupId>
           <artifactId>log4j</artifactId>
         </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-api</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-log4j12</artifactId>
+        </exclusion>
       </exclusions>
     </dependency>
     <dependency>
@@ -142,6 +155,23 @@
           <groupId>log4j</groupId>
           <artifactId>log4j</artifactId>
         </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-api</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-log4j12</artifactId>
+        </exclusion>
+        <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+        <exclusion>
+          <groupId>org.eclipse.jetty</groupId>
+          <artifactId>jetty-util</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.eclipse.jetty</groupId>
+          <artifactId>jetty-util-ajax</artifactId>
+        </exclusion>
       </exclusions>
     </dependency>
     <dependency>
@@ -156,6 +186,19 @@
           <groupId>log4j</groupId>
           <artifactId>log4j</artifactId>
         </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-api</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.slf4j</groupId>
+          <artifactId>slf4j-log4j12</artifactId>
+        </exclusion>
+        <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+        <exclusion>
+          <groupId>org.eclipse.jetty</groupId>
+          <artifactId>jetty-util</artifactId>
+        </exclusion>
       </exclusions>
     </dependency>
     <dependency>
@@ -215,6 +258,11 @@
       <scope>test</scope>
     </dependency>
     <dependency>
+      <groupId>org.slf4j</groupId>
+      <artifactId>slf4j-simple</artifactId>
+      <scope>test</scope>
+    </dependency>
+    <dependency>
       <groupId>org.apache.logging.log4j</groupId>
       <artifactId>log4j-1.2-api</artifactId>
     </dependency>
diff --git a/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java b/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java
index bc187f8..f5bf07b 100644
--- a/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java
+++ b/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java
@@ -37,6 +37,7 @@
 import org.apache.hyracks.api.client.NodeControllerInfo;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.network.ISocketChannelFactory;
 import org.apache.hyracks.api.topology.ClusterTopology;
 import org.apache.hyracks.hdfs.api.INcCollection;
 import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
@@ -49,18 +50,31 @@
  * class works for Hadoop old API.
  */
 public class Scheduler {
+    /**
+     * Empty input splits
+     */
+    public static final InputSplit[] EMPTY_INPUT_SPLITS = {};
+
     private static final Logger LOGGER = LogManager.getLogger();
 
-    /** a list of NCs */
+    /**
+     * a list of NCs
+     */
     private String[] NCs;
 
-    /** a map from ip to NCs */
-    private Map<String, List<String>> ipToNcMapping = new HashMap<String, List<String>>();
+    /**
+     * a map from ip to NCs
+     */
+    private Map<String, List<String>> ipToNcMapping = new HashMap<>();
 
-    /** a map from the NC name to the index */
-    private Map<String, Integer> ncNameToIndex = new HashMap<String, Integer>();
+    /**
+     * a map from the NC name to the index
+     */
+    private Map<String, Integer> ncNameToIndex = new HashMap<>();
 
-    /** a map from NC name to the NodeControllerInfo */
+    /**
+     * a map from NC name to the NodeControllerInfo
+     */
     private Map<String, NodeControllerInfo> ncNameToNcInfos;
 
     /**
@@ -71,13 +85,15 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
+     * @param ipAddress      IP address
+     * @param port           Port
+     * @param channelFactory Channel Factory
      * @throws HyracksException
      */
 
-    public Scheduler(String ipAddress, int port) throws HyracksException {
+    public Scheduler(String ipAddress, int port, ISocketChannelFactory channelFactory) throws HyracksException {
         try {
-            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
+            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port, channelFactory);
             this.ncNameToNcInfos = hcc.getNodeControllerInfos();
             ClusterTopology topology = hcc.getClusterTopology();
             this.ncCollectionBuilder = topology == null ? new IPProximityNcCollectionBuilder()
@@ -91,25 +107,7 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     * @throws HyracksException
-     */
-    public Scheduler(String ipAddress, int port, INcCollectionBuilder ncCollectionBuilder) throws HyracksException {
-        try {
-            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
-            this.ncNameToNcInfos = hcc.getNodeControllerInfos();
-            this.ncCollectionBuilder = ncCollectionBuilder;
-            loadIPAddressToNCMap(ncNameToNcInfos);
-        } catch (Exception e) {
-            throw HyracksException.create(e);
-        }
-    }
-
-    /**
-     * The constructor of the scheduler.
-     *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
@@ -121,10 +119,8 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
-     * @param topology
-     *            the hyracks cluster toplogy
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
+     * @param topology        the hyracks cluster toplogy
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, ClusterTopology topology)
@@ -137,8 +133,7 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder ncCollectionBuilder)
@@ -156,14 +151,14 @@
      * @throws HyracksDataException
      */
     public String[] getLocationConstraints(InputSplit[] splits) throws HyracksException {
-        if (splits == null) {
+        if (splits == null || splits == EMPTY_INPUT_SPLITS) {
             /** deal the case when the splits array is null */
             return new String[] {};
         }
         int[] workloads = new int[NCs.length];
         Arrays.fill(workloads, 0);
         String[] locations = new String[splits.length];
-        Map<String, IntWritable> locationToNumOfSplits = new HashMap<String, IntWritable>();
+        Map<String, IntWritable> locationToNumOfSplits = new HashMap<>();
         /**
          * upper bound number of slots that a machine can get
          */
@@ -217,16 +212,11 @@
     /**
      * Schedule non-local slots to each machine
      *
-     * @param splits
-     *            The HDFS file splits.
-     * @param workloads
-     *            The current capacity of each machine.
-     * @param locations
-     *            The result schedule.
-     * @param slotLimit
-     *            The maximum slots of each machine.
-     * @param scheduled
-     *            Indicate which slot is scheduled.
+     * @param splits    The HDFS file splits.
+     * @param workloads The current capacity of each machine.
+     * @param locations The result schedule.
+     * @param slotLimit The maximum slots of each machine.
+     * @param scheduled Indicate which slot is scheduled.
      */
     private void scheduleNonLocalSlots(InputSplit[] splits, int[] workloads, String[] locations, int slotLimit,
             boolean[] scheduled) throws IOException, UnknownHostException {
@@ -259,18 +249,12 @@
     /**
      * Schedule data-local slots to each machine.
      *
-     * @param splits
-     *            The HDFS file splits.
-     * @param workloads
-     *            The current capacity of each machine.
-     * @param locations
-     *            The result schedule.
-     * @param slots
-     *            The maximum slots of each machine.
-     * @param random
-     *            The random generator.
-     * @param scheduled
-     *            Indicate which slot is scheduled.
+     * @param splits    The HDFS file splits.
+     * @param workloads The current capacity of each machine.
+     * @param locations The result schedule.
+     * @param slots     The maximum slots of each machine.
+     * @param random    The random generator.
+     * @param scheduled Indicate which slot is scheduled.
      * @throws IOException
      * @throws UnknownHostException
      */
@@ -278,7 +262,7 @@
             boolean[] scheduled, final Map<String, IntWritable> locationToNumSplits)
             throws IOException, UnknownHostException {
         /** scheduling candidates will be ordered inversely according to their popularity */
-        PriorityQueue<String> scheduleCadndiates = new PriorityQueue<String>(3, new Comparator<String>() {
+        PriorityQueue<String> scheduleCadndiates = new PriorityQueue<>(3, new Comparator<>() {
 
             @Override
             public int compare(String s1, String s2) {
@@ -346,10 +330,8 @@
     /**
      * Scan the splits once and build a popularity map
      *
-     * @param splits
-     *            the split array
-     * @param locationToNumOfSplits
-     *            the map to be built
+     * @param splits                the split array
+     * @param locationToNumOfSplits the map to be built
      * @throws IOException
      */
     private void buildPopularityMap(InputSplit[] splits, Map<String, IntWritable> locationToNumOfSplits)
diff --git a/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java b/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java
index ddf140f..a26a5f7 100644
--- a/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java
+++ b/hyracks-fullstack/hyracks/hyracks-hdfs/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.api.client.NodeControllerInfo;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.network.ISocketChannelFactory;
 import org.apache.hyracks.api.topology.ClusterTopology;
 import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
 
@@ -44,15 +45,14 @@
      * @param ncNameToNcInfos
      * @throws HyracksException
      */
-    public Scheduler(String ipAddress, int port) throws HyracksException {
-        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ipAddress, port);
+    public Scheduler(String ipAddress, int port, ISocketChannelFactory channelFactory) throws HyracksException {
+        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ipAddress, port, channelFactory);
     }
 
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
@@ -62,10 +62,8 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
-     * @param topology
-     *            the hyracks cluster toplogy
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
+     * @param topology        the hyracks cluster toplogy
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, ClusterTopology topology)
@@ -76,8 +74,7 @@
     /**
      * The constructor of the scheduler.
      *
-     * @param ncNameToNcInfos
-     *            the mapping from nc names to nc infos
+     * @param ncNameToNcInfos the mapping from nc names to nc infos
      * @throws HyracksException
      */
     public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder builder)
diff --git a/hyracks-fullstack/hyracks/hyracks-http/pom.xml b/hyracks-fullstack/hyracks/hyracks-http/pom.xml
index 00cb592..e06f6be 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-http/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <artifactId>hyracks-http</artifactId>
   <properties>
@@ -125,5 +125,10 @@
       <version>${project.version}</version>
       <scope>test</scope>
     </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-api</artifactId>
+      <version>${project.version}</version>
+    </dependency>
   </dependencies>
 </project>
\ No newline at end of file
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/api/IServlet.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/api/IServlet.java
index 515b95c..f3e099d 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/api/IServlet.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/api/IServlet.java
@@ -23,6 +23,8 @@
 
 import org.apache.hyracks.http.server.HttpServer;
 
+import io.netty.handler.codec.http.HttpMethod;
+
 /**
  * Represents a component that handles IServlet requests
  */
@@ -62,4 +64,9 @@
      */
     default void init() throws IOException {
     }
+
+    /**
+     * @return {@code true} if the servlet ignores query parameters.
+     */
+    boolean ignoresQueryParameters(HttpMethod method);
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/AbstractServlet.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/AbstractServlet.java
index ed567f5..64a76f7 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/AbstractServlet.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/AbstractServlet.java
@@ -26,6 +26,7 @@
 import java.util.Arrays;
 import java.util.concurrent.ConcurrentMap;
 
+import org.apache.hyracks.api.exceptions.IFormattedException;
 import org.apache.hyracks.http.api.IServlet;
 import org.apache.hyracks.http.api.IServletRequest;
 import org.apache.hyracks.http.api.IServletResponse;
@@ -98,7 +99,7 @@
             } else if (HttpMethod.OPTIONS.equals(method)) {
                 options(request, response);
             } else {
-                notAllowed(method, response);
+                methodNotAllowed(method, response);
             }
         } catch (Exception e) {
             LOGGER.log(Level.WARN, "Unhandled exception", e);
@@ -113,21 +114,31 @@
     }
 
     protected void sendError(IServletResponse response, HttpResponseStatus status, String message) throws IOException {
+        sendError(response, HttpUtil.ContentType.TEXT_PLAIN, status, message);
+    }
+
+    protected void sendError(IServletResponse response, String contentType, HttpResponseStatus status, String message)
+            throws IOException {
         response.setStatus(status);
-        HttpUtil.setContentType(response, HttpUtil.ContentType.TEXT_PLAIN, StandardCharsets.UTF_8);
+        HttpUtil.setContentType(response, contentType, StandardCharsets.UTF_8);
         if (message != null) {
             response.writer().println(message);
         }
         if (LOGGER.isInfoEnabled()) {
-            LOGGER.info("sendError: status=" + status + ", message=" + message);
+            LOGGER.info("sendError: status={}, message={}", status, message);
         }
     }
 
-    protected void sendError(IServletResponse response, HttpResponseStatus status) throws IOException {
-        sendError(response, status, null);
+    protected void sendError(IServletResponse response, HttpResponseStatus status, IFormattedException ex)
+            throws IOException {
+        sendError(response, status, ex != null ? ex.getMessage() : null);
     }
 
-    protected void notAllowed(HttpMethod method, IServletResponse response) throws IOException {
+    protected void sendError(IServletResponse response, HttpResponseStatus status) throws IOException {
+        sendError(response, status, status.reasonPhrase());
+    }
+
+    protected void methodNotAllowed(HttpMethod method, IServletResponse response) throws IOException {
         sendError(response, HttpResponseStatus.METHOD_NOT_ALLOWED,
                 "Method " + method + " not allowed for the requested resource.");
     }
@@ -135,37 +146,37 @@
     @SuppressWarnings("squid:S1172")
     protected void get(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.GET, response);
+        methodNotAllowed(HttpMethod.GET, response);
     }
 
     @SuppressWarnings("squid:S1172")
     protected void head(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.HEAD, response);
+        methodNotAllowed(HttpMethod.HEAD, response);
     }
 
     @SuppressWarnings("squid:S1172")
     protected void post(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.POST, response);
+        methodNotAllowed(HttpMethod.POST, response);
     }
 
     @SuppressWarnings("squid:S1172")
     protected void put(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.PUT, response);
+        methodNotAllowed(HttpMethod.PUT, response);
     }
 
     @SuppressWarnings("squid:S1172")
     protected void delete(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.DELETE, response);
+        methodNotAllowed(HttpMethod.DELETE, response);
     }
 
     @SuppressWarnings("squid:S1172")
     protected void options(IServletRequest request, IServletResponse response) throws Exception {
         // designed to be extended but an error in standard case
-        notAllowed(HttpMethod.OPTIONS, response);
+        methodNotAllowed(HttpMethod.OPTIONS, response);
     }
 
     public String host(IServletRequest request) {
@@ -205,4 +216,8 @@
         return this.getClass().getSimpleName() + Arrays.toString(paths);
     }
 
+    @Override
+    public boolean ignoresQueryParameters(HttpMethod method) {
+        return false;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/BaseRequest.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/BaseRequest.java
index d4f57ea..c3c7dbc 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/BaseRequest.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/BaseRequest.java
@@ -43,9 +43,10 @@
     protected final HttpScheme scheme;
     protected final InetSocketAddress localAddress;
 
-    public static IServletRequest create(ChannelHandlerContext ctx, FullHttpRequest request, HttpScheme scheme) {
-        QueryStringDecoder decoder = new QueryStringDecoder(request.uri());
-        Map<? extends CharSequence, List<String>> param = decoder.parameters();
+    public static IServletRequest create(ChannelHandlerContext ctx, FullHttpRequest request, HttpScheme scheme,
+            boolean ignoreQueryParameters) {
+        Map<? extends CharSequence, List<String>> param =
+                ignoreQueryParameters ? Collections.emptyMap() : new QueryStringDecoder(request.uri()).parameters();
         InetSocketAddress remoteAddress = (InetSocketAddress) ctx.channel().remoteAddress();
         InetSocketAddress localAddress = (InetSocketAddress) ctx.channel().localAddress();
         return new BaseRequest(request, localAddress, remoteAddress, param, scheme);
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/FormUrlEncodedRequest.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/FormUrlEncodedRequest.java
index de6ed72..fa7ef66 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/FormUrlEncodedRequest.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/FormUrlEncodedRequest.java
@@ -36,13 +36,16 @@
 
 public class FormUrlEncodedRequest extends BaseRequest implements IServletRequest {
 
-    public static IServletRequest create(ChannelHandlerContext ctx, FullHttpRequest request, HttpScheme scheme) {
+    public static IServletRequest create(ChannelHandlerContext ctx, FullHttpRequest request, HttpScheme scheme,
+            boolean ignoreQueryParameters) {
         Charset charset = HttpUtil.getRequestCharset(request);
         Map<String, List<String>> parameters = new LinkedHashMap<>();
         URLEncodedUtils.parse(request.content().toString(charset), charset).forEach(
                 pair -> parameters.computeIfAbsent(pair.getName(), a -> new ArrayList<>()).add(pair.getValue()));
-        new QueryStringDecoder(request.uri()).parameters()
-                .forEach((name, value) -> parameters.computeIfAbsent(name, a -> new ArrayList<>()).addAll(value));
+        if (!ignoreQueryParameters) {
+            new QueryStringDecoder(request.uri()).parameters()
+                    .forEach((name, value) -> parameters.computeIfAbsent(name, a -> new ArrayList<>()).addAll(value));
+        }
         InetSocketAddress remoteAddress = (InetSocketAddress) ctx.channel().remoteAddress();
         InetSocketAddress localAddress = (InetSocketAddress) ctx.channel().localAddress();
         return new FormUrlEncodedRequest(request, localAddress, remoteAddress, parameters, scheme);
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/HttpServerHandler.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/HttpServerHandler.java
index a7ace7a..b5adf2f 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/HttpServerHandler.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/HttpServerHandler.java
@@ -142,7 +142,8 @@
         IServletRequest servletRequest;
         try {
             HttpScheme scheme = HttpUtil.getScheme(server, request);
-            servletRequest = createServletRequest(ctx, request, scheme);
+            boolean ignoreParam = servlet.ignoresQueryParameters(request.method());
+            servletRequest = createServletRequest(ctx, request, scheme, ignoreParam);
         } catch (IllegalArgumentException e) {
             LOGGER.log(Level.WARN, "Failure Decoding Request", e);
             respond(ctx, request, HttpResponseStatus.BAD_REQUEST);
@@ -171,8 +172,8 @@
     }
 
     protected IServletRequest createServletRequest(ChannelHandlerContext ctx, FullHttpRequest request,
-            HttpScheme scheme) {
-        return HttpUtil.toServletRequest(ctx, request, scheme);
+            HttpScheme scheme, boolean ignoreQueryParameters) {
+        return HttpUtil.toServletRequest(ctx, request, scheme, ignoreQueryParameters);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/utils/HttpUtil.java b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/utils/HttpUtil.java
index 835cd54..9f01123 100644
--- a/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/utils/HttpUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-http/src/main/java/org/apache/hyracks/http/server/utils/HttpUtil.java
@@ -38,7 +38,9 @@
 import java.util.stream.Stream;
 
 import org.apache.commons.lang3.StringUtils;
+import org.apache.http.NameValuePair;
 import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.utils.URLEncodedUtils;
 import org.apache.hyracks.http.api.IServletRequest;
 import org.apache.hyracks.http.api.IServletResponse;
 import org.apache.hyracks.http.server.BaseRequest;
@@ -71,10 +73,15 @@
     }
 
     public static IServletRequest toServletRequest(ChannelHandlerContext ctx, FullHttpRequest request,
-            HttpScheme scheme) {
+            HttpScheme scheme, boolean ignoreQueryParameters) {
         return ContentType.APPLICATION_X_WWW_FORM_URLENCODED.equals(getContentTypeOnly(request))
-                && !HttpMethod.GET.equals(request.method()) ? FormUrlEncodedRequest.create(ctx, request, scheme)
-                        : BaseRequest.create(ctx, request, scheme);
+                && !HttpMethod.GET.equals(request.method())
+                        ? FormUrlEncodedRequest.create(ctx, request, scheme, ignoreQueryParameters)
+                        : BaseRequest.create(ctx, request, scheme, ignoreQueryParameters);
+    }
+
+    public static boolean ignoreQueryParameters(HttpMethod method) {
+        return HttpMethod.POST.equals(method) || HttpMethod.DELETE.equals(method) || HttpMethod.PUT.equals(method);
     }
 
     public static String getContentTypeOnly(IServletRequest request) {
@@ -110,6 +117,10 @@
         response.setHeader(HttpHeaderNames.CONTENT_TYPE, type);
     }
 
+    public static void setServerHeader(IServletResponse response, String value) throws IOException {
+        response.setHeader(HttpHeaderNames.SERVER, value);
+    }
+
     public static Map<String, String> getRequestHeaders(IServletRequest request) {
         Map<String, String> headers = new HashMap<>();
         request.getHttpRequest().headers().forEach(entry -> headers.put(entry.getKey(), entry.getValue()));
@@ -225,7 +236,13 @@
         try {
             return readFuture.get();
         } catch (InterruptedException ex) { // NOSONAR -- interrupt or rethrow
-            response.close();
+            executor.submit(() -> {
+                try {
+                    response.close();
+                } catch (IOException e) {
+                    LOGGER.debug("{} ignoring exception thrown on stream close due to interrupt", description, e);
+                }
+            });
             try {
                 readFuture.get(1, TimeUnit.SECONDS);
             } catch (TimeoutException te) {
@@ -243,6 +260,23 @@
                 ? HttpScheme.HTTPS : HttpScheme.HTTP;
     }
 
+    /**
+     * @return the first parameter value of the supplied parameter name, or {@link Optional#empty()}
+     */
+    public static Optional<String> extractQueryParameter(String uri, String parameterName) {
+        return extractQueryParameters(uri, parameterName).map(values -> values[0]);
+    }
+
+    /**
+     * @return all parameter values of the supplied parameter name, or {@link Optional#empty()}
+     */
+    public static Optional<String[]> extractQueryParameters(String uri, String parameterName) {
+        String[] values = URLEncodedUtils.parse(uri, StandardCharsets.UTF_8, '?', '&').stream()
+                .filter(pair -> pair.getName().equals(parameterName)).map(NameValuePair::getValue)
+                .toArray(String[]::new);
+        return values.length == 0 ? Optional.empty() : Optional.of(values);
+    }
+
     public static class ContentType {
         public static final String ADM = "adm";
         public static final String JSON = "json";
diff --git a/hyracks-fullstack/hyracks/hyracks-ipc/pom.xml b/hyracks-fullstack/hyracks/hyracks-ipc/pom.xml
index bcc5be4..caf3f8f 100644
--- a/hyracks-fullstack/hyracks/hyracks-ipc/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-ipc/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/security/NetworkSecurityConfig.java b/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/security/NetworkSecurityConfig.java
index 770cbeb..2170c15 100644
--- a/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/security/NetworkSecurityConfig.java
+++ b/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/security/NetworkSecurityConfig.java
@@ -19,29 +19,45 @@
 package org.apache.hyracks.ipc.security;
 
 import java.io.File;
+import java.io.IOException;
+import java.io.ObjectInputStream;
+import java.io.ObjectOutputStream;
 import java.security.KeyStore;
+import java.security.KeyStoreException;
+import java.security.NoSuchAlgorithmException;
+import java.security.cert.CertificateException;
 
 import org.apache.hyracks.api.network.INetworkSecurityConfig;
 
 public class NetworkSecurityConfig implements INetworkSecurityConfig {
 
-    private static final long serialVersionUID = -1914030130038989199L;
+    private static final long serialVersionUID = 2L;
+    private static final char[] INTEGRITY_PASSWORD = NetworkSecurityConfig.class.getName().toCharArray();
     private final boolean sslEnabled;
     private final File keyStoreFile;
     private final File trustStoreFile;
     private final String keyStorePassword;
+    private transient KeyStore keyStore;
+    private transient KeyStore trustStore;
 
     private NetworkSecurityConfig(boolean sslEnabled, String keyStoreFile, String keyStorePassword,
-            String trustStoreFile) {
+            String trustStoreFile, KeyStore keyStore, KeyStore trustStore) {
         this.sslEnabled = sslEnabled;
         this.keyStoreFile = keyStoreFile != null ? new File(keyStoreFile) : null;
         this.keyStorePassword = keyStorePassword;
         this.trustStoreFile = trustStoreFile != null ? new File(trustStoreFile) : null;
+        this.keyStore = keyStore;
+        this.trustStore = trustStore;
     }
 
     public static NetworkSecurityConfig of(boolean sslEnabled, String keyStoreFile, String keyStorePassword,
             String trustStoreFile) {
-        return new NetworkSecurityConfig(sslEnabled, keyStoreFile, keyStorePassword, trustStoreFile);
+        return new NetworkSecurityConfig(sslEnabled, keyStoreFile, keyStorePassword, trustStoreFile, null, null);
+    }
+
+    public static NetworkSecurityConfig of(boolean sslEnabled, KeyStore keyStore, String keyStorePassword,
+            KeyStore trustStore) {
+        return new NetworkSecurityConfig(sslEnabled, null, keyStorePassword, null, keyStore, trustStore);
     }
 
     @Override
@@ -61,16 +77,55 @@
 
     @Override
     public KeyStore getKeyStore() {
-        return null;
+        return keyStore;
     }
 
     @Override
     public KeyStore getTrustStore() {
-        return null;
+        return trustStore;
     }
 
     @Override
     public File getTrustStoreFile() {
         return trustStoreFile;
     }
+
+    private void writeObject(ObjectOutputStream out) throws IOException {
+        out.defaultWriteObject();
+        writeStore(keyStore, out);
+        writeStore(trustStore, out);
+    }
+
+    private void readObject(ObjectInputStream in) throws IOException, ClassNotFoundException {
+        in.defaultReadObject();
+        keyStore = readStore(in);
+        trustStore = readStore(in);
+    }
+
+    private void writeStore(KeyStore keyStore, ObjectOutputStream out) throws IOException {
+        if (keyStore == null) {
+            out.writeUTF("");
+            return;
+        }
+        out.writeUTF(keyStore.getType());
+        try {
+            keyStore.store(out, INTEGRITY_PASSWORD);
+        } catch (KeyStoreException | NoSuchAlgorithmException | CertificateException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    private KeyStore readStore(ObjectInputStream in) throws IOException {
+        String keyStoreType = in.readUTF();
+        if (keyStoreType.isEmpty()) {
+            return null;
+        }
+        try {
+            KeyStore store = KeyStore.getInstance(keyStoreType);
+            store.load(in, INTEGRITY_PASSWORD);
+            return store;
+        } catch (KeyStoreException | NoSuchAlgorithmException | CertificateException e) {
+            throw new IllegalStateException(e);
+        }
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/sockets/SslSocketChannel.java b/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/sockets/SslSocketChannel.java
index a4d1b99..9e052f8 100644
--- a/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/sockets/SslSocketChannel.java
+++ b/hyracks-fullstack/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/sockets/SslSocketChannel.java
@@ -82,9 +82,9 @@
 
     @Override
     public synchronized int read(ByteBuffer buffer) throws IOException {
-        int transfereeBytes = 0;
+        int transferredBytes = 0;
         if (cachedData) {
-            transfereeBytes += transferTo(inAppData, buffer);
+            transferredBytes += transferTo(inAppData, buffer);
         }
         if (buffer.hasRemaining()) {
             if (!partialRecord) {
@@ -97,17 +97,18 @@
                 inAppData.clear();
                 if (decrypt() > 0) {
                     inAppData.flip();
-                    transfereeBytes += transferTo(inAppData, buffer);
+                    transferredBytes += transferTo(inAppData, buffer);
                 } else {
                     inAppData.limit(0);
                 }
             } else if (bytesRead < 0) {
+                LOGGER.trace("received EOF; transferred bytes: {}", transferredBytes);
                 handleEndOfStreamQuietly();
                 return -1;
             }
         }
         cachedData = inAppData.hasRemaining();
-        return transfereeBytes;
+        return transferredBytes;
     }
 
     private int decrypt() throws IOException {
diff --git a/hyracks-fullstack/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml b/hyracks-fullstack/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
index bb074ac..fc9d0fd 100644
--- a/hyracks-fullstack/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-maven-plugins</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/pom.xml b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/pom.xml
index 2c8f4a0..16bcc7c 100644
--- a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-maven-plugins</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <packaging>maven-plugin</packaging>
diff --git a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/GenerateFileMojo.java b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/GenerateFileMojo.java
index 6d30a69..8edc1b2 100644
--- a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/GenerateFileMojo.java
+++ b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/GenerateFileMojo.java
@@ -18,11 +18,15 @@
  */
 package org.apache.hyracks.maven.license;
 
+import static org.apache.hyracks.maven.license.GenerateFileMojo.EmbeddedArtifact.LICENSE;
+import static org.apache.hyracks.maven.license.GenerateFileMojo.EmbeddedArtifact.NOTICE;
 import static org.apache.hyracks.maven.license.ProjectFlag.ALTERNATE_LICENSE_FILE;
 import static org.apache.hyracks.maven.license.ProjectFlag.ALTERNATE_NOTICE_FILE;
 import static org.apache.hyracks.maven.license.ProjectFlag.IGNORE_MISSING_EMBEDDED_LICENSE;
 import static org.apache.hyracks.maven.license.ProjectFlag.IGNORE_MISSING_EMBEDDED_NOTICE;
 import static org.apache.hyracks.maven.license.ProjectFlag.IGNORE_NOTICE_OVERRIDE;
+import static org.apache.hyracks.maven.license.ProjectFlag.ON_MULTIPLE_EMBEDDED_LICENSE;
+import static org.apache.hyracks.maven.license.ProjectFlag.ON_MULTIPLE_EMBEDDED_NOTICE;
 
 import java.io.File;
 import java.io.FileOutputStream;
@@ -356,26 +360,54 @@
         }
     }
 
+    enum EmbeddedArtifact {
+        NOTICE,
+        LICENSE
+    }
+
     private void resolveNoticeFiles() throws MojoExecutionException, IOException {
-        // TODO(mblow): this will match *any* NOTICE[.(txt|md)] file located within the artifact-
-        // this seems way too liberal
-        resolveArtifactFiles("NOTICE", IGNORE_MISSING_EMBEDDED_NOTICE, ALTERNATE_NOTICE_FILE,
-                entry -> entry.getName().matches("(.*/|^)" + "NOTICE" + "(.(txt|md))?"), Project::setNoticeText,
-                getNoticeFileContentTransformer(), !validateShadowLicenses);
+        resolveArtifactFiles(NOTICE);
     }
 
     private void resolveLicenseFiles() throws MojoExecutionException, IOException {
-        // TODO(mblow): this will match *any* LICENSE[.(txt|md)] file located within the artifact-
-        // this seems way too liberal
-        resolveArtifactFiles("LICENSE", IGNORE_MISSING_EMBEDDED_LICENSE, ALTERNATE_LICENSE_FILE,
-                entry -> entry.getName().matches("(.*/|^)" + "LICENSE" + "(.(txt|md))?"), Project::setLicenseText,
-                UnaryOperator.identity(), !validateShadowLicenses);
+        resolveArtifactFiles(LICENSE);
     }
 
-    private void resolveArtifactFiles(final String name, final ProjectFlag ignoreFlag,
-            final ProjectFlag alternateFilenameFlag, final Predicate<JarEntry> filter,
-            final BiConsumer<Project, String> consumer, final UnaryOperator<String> contentTransformer,
-            boolean skipShadowed) throws MojoExecutionException, IOException {
+    private void resolveArtifactFiles(final EmbeddedArtifact artifact) throws MojoExecutionException, IOException {
+        final String name;
+        final ProjectFlag ignoreFlag;
+        final ProjectFlag alternateFilenameFlag;
+        final ProjectFlag onMultipleFlag;
+        final Predicate<JarEntry> filter;
+        final BiConsumer<Project, String> consumer;
+        final UnaryOperator<String> contentTransformer;
+
+        switch (artifact) {
+            case NOTICE:
+                name = "NOTICE";
+                ignoreFlag = IGNORE_MISSING_EMBEDDED_NOTICE;
+                alternateFilenameFlag = ALTERNATE_NOTICE_FILE;
+                onMultipleFlag = ON_MULTIPLE_EMBEDDED_NOTICE;
+                // TODO(mblow): this will match *any* NOTICE[.(txt|md)] file located within the artifact-
+                // this seems way too liberal
+                filter = entry -> entry.getName().matches("(.*/|^)" + "NOTICE" + "(.(txt|md))?");
+                consumer = Project::setNoticeText;
+                contentTransformer = getNoticeFileContentTransformer();
+                break;
+            case LICENSE:
+                name = "LICENSE";
+                ignoreFlag = IGNORE_MISSING_EMBEDDED_LICENSE;
+                alternateFilenameFlag = ALTERNATE_LICENSE_FILE;
+                onMultipleFlag = ON_MULTIPLE_EMBEDDED_LICENSE;
+                // TODO(mblow): this will match *any* LICENSE[.(txt|md)] file located within the artifact-
+                // this seems way too liberal
+                filter = entry -> entry.getName().matches("(.*/|^)" + "LICENSE" + "(.(txt|md))?");
+                consumer = Project::setLicenseText;
+                contentTransformer = UnaryOperator.identity();
+                break;
+            default:
+                throw new IllegalStateException("NYI: " + artifact);
+        }
         for (Project p : getProjects()) {
             File artifactFile = new File(p.getArtifactPath());
             if (!artifactFile.exists()) {
@@ -383,7 +415,7 @@
             } else if (!artifactFile.getName().endsWith(".jar")) {
                 getLog().info("Skipping unknown artifact file type: " + artifactFile);
                 continue;
-            } else if (skipShadowed && p.isShadowed()) {
+            } else if (!validateShadowLicenses && p.isShadowed()) {
                 getLog().info("Skipping shadowed project: " + p.gav());
                 continue;
             }
@@ -396,12 +428,45 @@
                     warnUnlessFlag(p, ignoreFlag, "No " + name + " file found for " + p.gav());
                 } else {
                     if (matches.size() > 1) {
-                        getLog().warn("Multiple " + name + " files found for " + p.gav() + ": " + matches.keySet()
-                                + "; taking first");
+                        // TODO(mblow): duplicate elimination on matches content
+                        warnUnlessFlag(p, onMultipleFlag,
+                                "Multiple " + name + " files found for " + p.gav() + ": " + matches.keySet() + "!");
+                        String onMultiple = (String) getProjectFlag(p.gav(), onMultipleFlag);
+                        if (onMultiple == null) {
+                            onMultiple = "concat";
+                        }
+                        switch (onMultiple.toLowerCase()) {
+                            case "concat":
+                                getLog().info("...concatenating all " + matches.size() + " matches");
+                                StringBuilder content = new StringBuilder();
+                                for (Map.Entry<String, JarEntry> match : matches.entrySet()) {
+                                    resolveContent(p, jarFile, match.getValue(), contentTransformer, (p1, text) -> {
+                                        content.append("------------ BEGIN <").append(match.getKey())
+                                                .append("> ------------\n");
+                                        content.append(text);
+                                        if (content.charAt(content.length() - 1) != '\n') {
+                                            content.append('\n');
+                                        }
+                                        content.append("------------ END <").append(match.getKey())
+                                                .append("> ------------\n");
+                                    }, name);
+                                }
+                                consumer.accept(p, content.toString());
+                                break;
+                            case "first":
+                                Map.Entry<String, JarEntry> first = matches.entrySet().iterator().next();
+                                getLog().info("...taking first match: " + first.getKey());
+                                resolveContent(p, jarFile, first.getValue(), contentTransformer, consumer, name);
+                                break;
+                            default:
+                                throw new IllegalArgumentException("unknown value for " + onMultipleFlag.propName()
+                                        + ": " + onMultiple.toLowerCase());
+                        }
                     } else {
-                        getLog().info(p.gav() + " has " + name + " file: " + matches.keySet());
+                        Map.Entry<String, JarEntry> match = matches.entrySet().iterator().next();
+                        getLog().info(p.gav() + " has " + name + " file: " + match.getKey());
+                        resolveContent(p, jarFile, match.getValue(), contentTransformer, consumer, name);
                     }
-                    resolveContent(p, jarFile, matches.values().iterator().next(), contentTransformer, consumer, name);
                 }
             }
         }
diff --git a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/ProjectFlag.java b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/ProjectFlag.java
index c7b2e52..d61dde1 100644
--- a/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/ProjectFlag.java
+++ b/hyracks-fullstack/hyracks/hyracks-maven-plugins/license-automation-plugin/src/main/java/org/apache/hyracks/maven/license/ProjectFlag.java
@@ -33,6 +33,8 @@
     IGNORE_MISSING_EMBEDDED_NOTICE,
     IGNORE_LICENSE_OVERRIDE,
     IGNORE_NOTICE_OVERRIDE,
+    ON_MULTIPLE_EMBEDDED_LICENSE,
+    ON_MULTIPLE_EMBEDDED_NOTICE,
     ALTERNATE_LICENSE_FILE,
     ALTERNATE_NOTICE_FILE;
 
@@ -59,6 +61,8 @@
                 break;
             case ALTERNATE_LICENSE_FILE:
             case ALTERNATE_NOTICE_FILE:
+            case ON_MULTIPLE_EMBEDDED_NOTICE:
+            case ON_MULTIPLE_EMBEDDED_LICENSE:
                 boolean found = false;
                 for (String spec : StringUtils.split(value, ",")) {
                     String[] specSplit = StringUtils.split(spec, ":");
diff --git a/hyracks-fullstack/hyracks/hyracks-maven-plugins/pom.xml b/hyracks-fullstack/hyracks/hyracks-maven-plugins/pom.xml
index 7613ec4..373aca3 100644
--- a/hyracks-fullstack/hyracks/hyracks-maven-plugins/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-maven-plugins/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-net/pom.xml b/hyracks-fullstack/hyracks/hyracks-net/pom.xml
index 74faf50..506eae7 100644
--- a/hyracks-fullstack/hyracks/hyracks-net/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-net/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-server/pom.xml b/hyracks-fullstack/hyracks/hyracks-server/pom.xml
index b8b7c1a..12a723f 100644
--- a/hyracks-fullstack/hyracks/hyracks-server/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-server/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-bloomfilter/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-bloomfilter/pom.xml
index fca0ea1..29f1dbf 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-bloomfilter/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-bloomfilter/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/pom.xml
index 28f8e1f..88b84aa 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
index 8c327f7..17fe593 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
@@ -32,6 +32,7 @@
 import org.apache.hyracks.storage.am.btree.impls.BTreeFieldPrefixTupleReference;
 import org.apache.hyracks.storage.am.btree.impls.FieldPrefixSlotManager;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameCompressor;
 import org.apache.hyracks.storage.common.MultiComparator;
@@ -46,10 +47,17 @@
 
     private final ITypeTraits[] typeTraits;
 
-    public FieldPrefixCompressor(ITypeTraits[] typeTraits, float ratioThreshold, int occurrenceThreshold) {
+    private final ITypeTraits nullTypeTraits;
+
+    private final INullIntrospector nullIntrospector;
+
+    public FieldPrefixCompressor(ITypeTraits[] typeTraits, float ratioThreshold, int occurrenceThreshold,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.typeTraits = typeTraits;
         this.ratioThreshold = ratioThreshold;
         this.occurrenceThreshold = occurrenceThreshold;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -163,7 +171,8 @@
         int prefixTupleIndex = 0;
         uncompressedTupleCount = 0;
 
-        BTreeTypeAwareTupleWriter tupleWriter = new BTreeTypeAwareTupleWriter(typeTraits, false);
+        BTreeTypeAwareTupleWriter tupleWriter =
+                new BTreeTypeAwareTupleWriter(typeTraits, false, nullTypeTraits, nullIntrospector);
         BTreeFieldPrefixTupleReference tupleToWrite =
                 new BTreeFieldPrefixTupleReference(tupleWriter.createTupleReference());
         tupleToWrite.setFieldCount(fieldCount);
@@ -340,7 +349,8 @@
         KeyPartition kp = new KeyPartition(maxCmps);
         keyPartitions.add(kp);
 
-        BTreeTypeAwareTupleWriter tupleWriter = new BTreeTypeAwareTupleWriter(typeTraits, false);
+        BTreeTypeAwareTupleWriter tupleWriter =
+                new BTreeTypeAwareTupleWriter(typeTraits, false, nullTypeTraits, nullIntrospector);
 
         BTreeFieldPrefixTupleReference prevTuple =
                 new BTreeFieldPrefixTupleReference(tupleWriter.createTupleReference());
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResource.java
index 4cf145b..4589bed1 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResource.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.api.io.IIOManager;
 import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.common.IIndex;
 import org.apache.hyracks.storage.common.IResource;
@@ -34,20 +35,25 @@
 
 public class BTreeResource implements IResource {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
     private String path;
     private final IStorageManager storageManager;
     private final ITypeTraits[] typeTraits;
     private final IBinaryComparatorFactory[] comparatorFactories;
     private final IPageManagerFactory pageManagerFactory;
+    private final ITypeTraits nullTypeTraits;
+    private final INullIntrospector nullIntrospector;
 
     public BTreeResource(String path, IStorageManager storageManager, ITypeTraits[] typeTraits,
-            IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory) {
+            IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.path = path;
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
         this.comparatorFactories = comparatorFactories;
         this.pageManagerFactory = pageManagerFactory;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -56,7 +62,8 @@
         IIOManager ioManager = ctx.getIoManager();
         FileReference resourceRef = ioManager.resolve(path);
         return BTreeUtils.createBTree(bufferCache, typeTraits, comparatorFactories, BTreeLeafFrameType.REGULAR_NSM,
-                resourceRef, pageManagerFactory.createPageManager(bufferCache), false);
+                resourceRef, pageManagerFactory.createPageManager(bufferCache), false, nullTypeTraits,
+                nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResourceFactory.java
index 7a21495..d817327 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeResourceFactory.java
@@ -21,6 +21,7 @@
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.common.IResource;
 import org.apache.hyracks.storage.common.IResourceFactory;
@@ -28,24 +29,29 @@
 
 public class BTreeResourceFactory implements IResourceFactory {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
     private final IStorageManager storageManager;
     private final ITypeTraits[] typeTraits;
     private final IBinaryComparatorFactory[] comparatorFactories;
     private final IPageManagerFactory pageManagerFactory;
+    private final ITypeTraits nullTypeTraits;
+    private final INullIntrospector nullIntrospector;
 
     public BTreeResourceFactory(IStorageManager storageManager, ITypeTraits[] typeTraits,
-            IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory) {
+            IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
         this.comparatorFactories = comparatorFactories;
         this.pageManagerFactory = pageManagerFactory;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
     public IResource createResource(FileReference fileRef) {
         return new BTreeResource(fileRef.getRelativePath(), storageManager, typeTraits, comparatorFactories,
-                pageManagerFactory);
+                pageManagerFactory, nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
index 128929c..2455625 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
@@ -46,6 +46,7 @@
     protected final IMissingWriterFactory missingWriterFactory;
     protected final ISearchOperationCallbackFactory searchCallbackFactory;
     protected final boolean appendIndexFilter;
+    protected final IMissingWriterFactory nonFilterWriterFactory;
     protected boolean appendOpCallbackProceedResult;
     protected byte[] searchCallbackProceedResultFalseValue;
     protected byte[] searchCallbackProceedResultTrueValue;
@@ -56,10 +57,11 @@
             int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
-            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, boolean appendIndexFilter) {
+            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, boolean appendIndexFilter,
+            IMissingWriterFactory nonFilterWriterFactory) {
         this(spec, outRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory,
                 retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
-                maxFilterFieldIndexes, appendIndexFilter, null, -1, false, null, null);
+                maxFilterFieldIndexes, appendIndexFilter, nonFilterWriterFactory, null, -1, false, null, null);
     }
 
     public BTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor outRecDesc,
@@ -67,8 +69,9 @@
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, boolean appendIndexFilter,
-            ITupleFilterFactory tupleFilterFactory, long outputLimit, boolean appendOpCallbackProceedResult,
-            byte[] searchCallbackProceedResultFalseValue, byte[] searchCallbackProceedResultTrueValue) {
+            IMissingWriterFactory nonFilterWriterFactory, ITupleFilterFactory tupleFilterFactory, long outputLimit,
+            boolean appendOpCallbackProceedResult, byte[] searchCallbackProceedResultFalseValue,
+            byte[] searchCallbackProceedResultTrueValue) {
         super(spec, 1, 1);
         this.indexHelperFactory = indexHelperFactory;
         this.retainInput = retainInput;
@@ -82,6 +85,7 @@
         this.minFilterFieldIndexes = minFilterFieldIndexes;
         this.maxFilterFieldIndexes = maxFilterFieldIndexes;
         this.appendIndexFilter = appendIndexFilter;
+        this.nonFilterWriterFactory = nonFilterWriterFactory;
         this.outRecDescs[0] = outRecDesc;
         this.tupleFilterFactory = tupleFilterFactory;
         this.outputLimit = outputLimit;
@@ -97,8 +101,8 @@
                 recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), lowKeyFields, highKeyFields,
                 lowKeyInclusive, highKeyInclusive, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
                 retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter,
-                tupleFilterFactory, outputLimit, appendOpCallbackProceedResult, searchCallbackProceedResultFalseValue,
-                searchCallbackProceedResultTrueValue);
+                nonFilterWriterFactory, tupleFilterFactory, outputLimit, appendOpCallbackProceedResult,
+                searchCallbackProceedResultFalseValue, searchCallbackProceedResultTrueValue);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
index 77ef1dc..fb331bf 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
@@ -46,26 +46,27 @@
     public BTreeSearchOperatorNodePushable(IHyracksTaskContext ctx, int partition, RecordDescriptor inputRecDesc,
             int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, IIndexDataflowHelperFactory indexHelperFactory,
-            boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
-            ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter)
-            throws HyracksDataException {
+            boolean retainInput, boolean retainMissing, IMissingWriterFactory nonMatchWriterFactory,
+            ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter,
+            IMissingWriterFactory nonFilterWriterFactory) throws HyracksDataException {
         this(ctx, partition, inputRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive,
                 minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory, retainInput, retainMissing,
-                missingWriterFactory, searchCallbackFactory, appendIndexFilter, null, -1, false, null, null);
+                nonMatchWriterFactory, searchCallbackFactory, appendIndexFilter, nonFilterWriterFactory, null, -1,
+                false, null, null);
     }
 
     public BTreeSearchOperatorNodePushable(IHyracksTaskContext ctx, int partition, RecordDescriptor inputRecDesc,
             int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, IIndexDataflowHelperFactory indexHelperFactory,
-            boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
+            boolean retainInput, boolean retainMissing, IMissingWriterFactory nonMatchWriterFactory,
             ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter,
-            ITupleFilterFactory tupleFilterFactory, long outputLimit, boolean appendOpCallbackProceedResult,
-            byte[] searchCallbackProceedResultFalseValue, byte[] searchCallbackProceedResultTrueValue)
-            throws HyracksDataException {
+            IMissingWriterFactory nonFilterWriterFactory, ITupleFilterFactory tupleFilterFactory, long outputLimit,
+            boolean appendOpCallbackProceedResult, byte[] searchCallbackProceedResultFalseValue,
+            byte[] searchCallbackProceedResultTrueValue) throws HyracksDataException {
         super(ctx, inputRecDesc, partition, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter,
-                tupleFilterFactory, outputLimit, appendOpCallbackProceedResult, searchCallbackProceedResultFalseValue,
-                searchCallbackProceedResultTrueValue);
+                retainInput, retainMissing, nonMatchWriterFactory, searchCallbackFactory, appendIndexFilter,
+                nonFilterWriterFactory, tupleFilterFactory, outputLimit, appendOpCallbackProceedResult,
+                searchCallbackProceedResultFalseValue, searchCallbackProceedResultTrueValue);
         this.lowKeyInclusive = lowKeyInclusive;
         this.highKeyInclusive = highKeyInclusive;
         if (lowKeyFields != null && lowKeyFields.length > 0) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
index e6637db..f8402e0 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
@@ -20,6 +20,7 @@
 package org.apache.hyracks.storage.am.btree.dataflow;
 
 import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IMissingWriterFactory;
 import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
@@ -38,9 +39,10 @@
             int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
             IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput,
             ISearchOperationCallbackFactory searchOpCallbackProvider, ITupleUpdaterFactory tupleUpdaterFactory,
-            boolean appendIndexFilter) {
+            boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory) {
         super(spec, outRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, dataflowHelperFactory,
-                retainInput, false, null, searchOpCallbackProvider, null, null, appendIndexFilter);
+                retainInput, false, null, searchOpCallbackProvider, null, null, appendIndexFilter,
+                nonFilterWriterFactory);
         this.tupleUpdaterFactory = tupleUpdaterFactory;
     }
 
@@ -50,6 +52,7 @@
         return new BTreeUpdateSearchOperatorNodePushable(ctx, partition,
                 recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), lowKeyFields, highKeyFields,
                 lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput, retainMissing, missingWriterFactory,
-                searchCallbackFactory, tupleUpdaterFactory.createTupleUpdater(), appendIndexFilter);
+                searchCallbackFactory, tupleUpdaterFactory.createTupleUpdater(), appendIndexFilter,
+                nonFilterWriterFactory);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
index a296672..a102e39 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
@@ -41,10 +41,11 @@
             int[] lowKeyFields, int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
-            ITupleUpdater tupleUpdater, boolean appendIndexFilter) throws HyracksDataException {
+            ITupleUpdater tupleUpdater, boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory)
+            throws HyracksDataException {
         super(ctx, partition, inputRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, null, null,
                 indexHelperFactory, retainInput, retainMissing, missingWriterFactory, searchCallbackFactory,
-                appendIndexFilter);
+                appendIndexFilter, nonFilterWriterFactory);
         this.tupleUpdater = tupleUpdater;
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
index 6584df3..10eab69 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
@@ -75,8 +75,10 @@
         this.slotManager = new FieldPrefixSlotManager();
 
         ITypeTraits[] typeTraits = tupleWriter.getTypeTraits();
-        this.framePrefixTuple = new FieldPrefixPrefixTupleReference(typeTraits);
-        this.compressor = new FieldPrefixCompressor(typeTraits, 0.001f, 2);
+        ITypeTraits nullTypeTraits = tupleWriter.getNullTypeTraits();
+        this.framePrefixTuple = new FieldPrefixPrefixTupleReference(typeTraits, nullTypeTraits);
+        this.compressor =
+                new FieldPrefixCompressor(typeTraits, 0.001f, 2, nullTypeTraits, tupleWriter.getNullIntrospector());
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
index b767537..2c728a7 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
@@ -27,8 +27,8 @@
 
 public class FieldPrefixPrefixTupleReference extends TypeAwareTupleReference {
 
-    public FieldPrefixPrefixTupleReference(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public FieldPrefixPrefixTupleReference(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits) {
+        super(typeTraits, nullTypeTraits);
     }
 
     // assumes tuple index refers to prefix tuples
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleReference.java
index 5b89a19..f4b1948 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleReference.java
@@ -23,14 +23,15 @@
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
 import org.apache.hyracks.storage.am.common.util.BitOperationUtils;
 
+// TODO(ali): this is broken if updateAware is enabled
 public class BTreeTypeAwareTupleReference extends TypeAwareTupleReference implements IBTreeIndexTupleReference {
 
     public static final byte UPDATE_BIT_OFFSET = 6;
 
     protected final boolean updateAware;
 
-    public BTreeTypeAwareTupleReference(ITypeTraits[] typeTraits, boolean updateAware) {
-        super(typeTraits);
+    public BTreeTypeAwareTupleReference(ITypeTraits[] typeTraits, boolean updateAware, ITypeTraits nullTypeTraits) {
+        super(typeTraits, nullTypeTraits);
         this.updateAware = updateAware;
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriter.java
index 083462b..87f46b2 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriter.java
@@ -19,21 +19,23 @@
 package org.apache.hyracks.storage.am.btree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
-import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 
-public class BTreeTypeAwareTupleWriter extends TypeAwareTupleWriter implements ITreeIndexTupleWriter {
+// TODO(ali): this is broken if updateAware is enabled
+public class BTreeTypeAwareTupleWriter extends TypeAwareTupleWriter {
     protected final boolean updateAware;
     protected boolean isUpdated;
 
-    public BTreeTypeAwareTupleWriter(ITypeTraits[] typeTraits, boolean updateAware) {
-        super(typeTraits);
+    public BTreeTypeAwareTupleWriter(ITypeTraits[] typeTraits, boolean updateAware, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.updateAware = updateAware;
     }
 
     @Override
     public BTreeTypeAwareTupleReference createTupleReference() {
-        return new BTreeTypeAwareTupleReference(typeTraits, updateAware);
+        return new BTreeTypeAwareTupleReference(typeTraits, updateAware, nullTypeTraits);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriterFactory.java
index 7089e79..e2aa759 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/tuples/BTreeTypeAwareTupleWriterFactory.java
@@ -19,6 +19,7 @@
 package org.apache.hyracks.storage.am.btree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 
 public class BTreeTypeAwareTupleWriterFactory extends TypeAwareTupleWriterFactory {
@@ -26,13 +27,14 @@
     private static final long serialVersionUID = 1L;
     protected final boolean updateAware;
 
-    public BTreeTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, boolean updateAware) {
-        super(typeTraits);
+    public BTreeTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, boolean updateAware, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.updateAware = updateAware;
     }
 
     @Override
     public BTreeTypeAwareTupleWriter createTupleWriter() {
-        return new BTreeTypeAwareTupleWriter(typeTraits, updateAware);
+        return new BTreeTypeAwareTupleWriter(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java
index 0c06bc3..09340b6 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java
@@ -31,6 +31,7 @@
 import org.apache.hyracks.storage.am.btree.impls.BTree;
 import org.apache.hyracks.storage.am.btree.impls.DiskBTree;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManager;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import org.apache.hyracks.storage.common.MultiComparator;
@@ -43,9 +44,10 @@
 
     public static BTree createBTree(IBufferCache bufferCache, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType, FileReference file,
-            IPageManager freePageManager, boolean updateAware) throws HyracksDataException {
+            IPageManager freePageManager, boolean updateAware, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware);
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         return new BTree(bufferCache, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
@@ -54,9 +56,10 @@
 
     public static DiskBTree createDiskBTree(IBufferCache bufferCache, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType, FileReference file,
-            IPageManager freePageManager, boolean updateAware) throws HyracksDataException {
+            IPageManager freePageManager, boolean updateAware, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware);
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         return new DiskBTree(bufferCache, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
@@ -65,9 +68,10 @@
 
     public static BTree createBTree(IBufferCache bufferCache, IPageManager freePageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType, FileReference file,
-            boolean updateAware) throws HyracksDataException {
+            boolean updateAware, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware);
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         return new BTree(bufferCache, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java
index 0600add..b42337c 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java
@@ -295,7 +295,7 @@
                             recordDescProvider.getInputRecordDescriptor(new ActivityId(new OperatorDescriptorId(0), 0),
                                     0),
                             keys, keys, lowKeyInclusive, highKeyInclusive, keys, keys, pair.getLeft(), false, false,
-                            null, pair.getRight(), false);
+                            null, pair.getRight(), false, null);
                     writers.add(writer);
                 }
             }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-common/pom.xml
index 6a67dc3..82937cf 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/INullIntrospector.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/INullIntrospector.java
new file mode 100644
index 0000000..e159612
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/INullIntrospector.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IJsonSerializable;
+
+/**
+ * An introspector that tells whether data is {@code NULL} or not.
+ */
+@FunctionalInterface
+public interface INullIntrospector extends Serializable, IJsonSerializable {
+
+    boolean isNull(byte[] bytes, int offset, int length);
+
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
index a5bc206..eab8c96 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
@@ -89,6 +89,7 @@
     protected PermutingFrameTupleReference maxFilterKey;
     protected final boolean appendIndexFilter;
     protected ArrayTupleBuilder nonFilterTupleBuild;
+    protected IMissingWriter nonFilterWriter;
     protected final ISearchOperationCallbackFactory searchCallbackFactory;
     protected boolean failed = false;
     protected IOperatorStats stats;
@@ -110,28 +111,31 @@
     // no filter and limit pushdown
     public IndexSearchOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc, int partition,
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, IIndexDataflowHelperFactory indexHelperFactory,
-            boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
-            ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter)
-            throws HyracksDataException {
+            boolean retainInput, boolean retainMissing, IMissingWriterFactory nonMatchWriterFactory,
+            ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter,
+            IMissingWriterFactory nonFilterWriterFactory) throws HyracksDataException {
         this(ctx, inputRecDesc, partition, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter, null, -1,
-                false, null, null);
+                retainInput, retainMissing, nonMatchWriterFactory, searchCallbackFactory, appendIndexFilter,
+                nonFilterWriterFactory, null, -1, false, null, null);
     }
 
     public IndexSearchOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc, int partition,
             int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, IIndexDataflowHelperFactory indexHelperFactory,
-            boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
+            boolean retainInput, boolean retainMissing, IMissingWriterFactory nonMatchWriterFactory,
             ISearchOperationCallbackFactory searchCallbackFactory, boolean appendIndexFilter,
-            ITupleFilterFactory tupleFactoryFactory, long outputLimit, boolean appendSearchCallbackProceedResult,
-            byte[] searchCallbackProceedResultFalseValue, byte[] searchCallbackProceedResultTrueValue)
-            throws HyracksDataException {
+            IMissingWriterFactory nonFilterWriterFactory, ITupleFilterFactory tupleFactoryFactory, long outputLimit,
+            boolean appendSearchCallbackProceedResult, byte[] searchCallbackProceedResultFalseValue,
+            byte[] searchCallbackProceedResultTrueValue) throws HyracksDataException {
         this.ctx = ctx;
         this.indexHelper = indexHelperFactory.create(ctx.getJobletContext().getServiceContext(), partition);
         this.retainInput = retainInput;
         this.retainMissing = retainMissing;
         this.appendIndexFilter = appendIndexFilter;
-        if (this.retainMissing || this.appendIndexFilter) {
-            this.nonMatchWriter = missingWriterFactory.createMissingWriter();
+        if (this.retainMissing) {
+            this.nonMatchWriter = nonMatchWriterFactory.createMissingWriter();
+        }
+        if (this.appendIndexFilter) {
+            this.nonFilterWriter = nonFilterWriterFactory.createMissingWriter();
         }
         this.inputRecDesc = inputRecDesc;
         this.searchCallbackFactory = searchCallbackFactory;
@@ -197,7 +201,7 @@
         if (appendIndexFilter) {
             int numIndexFilterFields = index.getNumOfFilterFields();
             nonFilterTupleBuild = new ArrayTupleBuilder(numIndexFilterFields);
-            buildMissingTuple(numIndexFilterFields, nonFilterTupleBuild, nonMatchWriter);
+            buildMissingTuple(numIndexFilterFields, nonFilterTupleBuild, nonFilterWriter);
         }
 
         if (tupleFilterFactory != null) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
index ca7217e..6273b68 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
@@ -69,6 +69,7 @@
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(tuple);
         int fieldSlotsBytes = getFieldSlotsBytes(tuple);
+        // TODO(ali): fix if needed
         for (int i = 0; i < nullFlagsBytes; i++) {
             targetBuf[runner++] = (byte) 0;
         }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java
index 11f86c9..084c89f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java
@@ -35,11 +35,13 @@
     protected int dataStartOff;
 
     protected final ITypeTraits[] typeTraits;
-    protected VarLenIntDecoder encDec = VarLenIntEncoderDecoder.createDecoder();
+    protected final ITypeTraits nullTypeTraits; // can be null
+    protected final VarLenIntDecoder encDec = VarLenIntEncoderDecoder.createDecoder();
     protected int[] decodedFieldSlots;
 
-    public TypeAwareTupleReference(ITypeTraits[] typeTraits) {
+    public TypeAwareTupleReference(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits) {
         this.typeTraits = typeTraits;
+        this.nullTypeTraits = nullTypeTraits;
         this.fieldStartIndex = 0;
         setFieldCount(typeTraits.length);
     }
@@ -57,11 +59,12 @@
         for (int i = fieldStartIndex; i < end; i++) {
             if (!typeTraits[i].isFixedLength()) {
                 cumul += encDec.decode();
-                decodedFieldSlots[field++] = cumul;
+            } else if (nullTypeTraits != null && isNull(buf, tupleStartOff, i)) {
+                cumul += nullTypeTraits.getFixedLength();
             } else {
                 cumul += typeTraits[i].getFixedLength();
-                decodedFieldSlots[field++] = cumul;
             }
+            decodedFieldSlots[field++] = cumul;
         }
         dataStartOff = encDec.getPos();
     }
@@ -127,4 +130,21 @@
     public int getTupleSize() {
         return dataStartOff - tupleStartOff + decodedFieldSlots[fieldCount - 1];
     }
+
+    protected boolean isNull(byte[] flags, int flagsOffset, int fieldIdx) {
+        int adjustedFieldIdx = getAdjustedFieldIdx(fieldIdx);
+        int flagByteIdx = adjustedFieldIdx / 8;
+        int flagBitIdx = 7 - (adjustedFieldIdx % 8);
+        return BitOperationUtils.getBit(flags, flagsOffset + flagByteIdx, (byte) flagBitIdx);
+    }
+
+    /**
+     * Adjusts the field index in case the null flags section starts with some other special-purpose fields.
+     *
+     * @param fieldIdx logical field index
+     * @return adjusted field index
+     */
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        return fieldIdx;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
index eb6fe2a..882be88 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
@@ -23,6 +23,7 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
 import org.apache.hyracks.storage.am.common.util.BitOperationUtils;
 import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
@@ -30,10 +31,14 @@
 public class TypeAwareTupleWriter implements ITreeIndexTupleWriter {
 
     protected final ITypeTraits[] typeTraits;
-    protected VarLenIntEncoderDecoder.VarLenIntDecoder decoder = VarLenIntEncoderDecoder.createDecoder();
+    protected final ITypeTraits nullTypeTraits; // can be null
+    protected final INullIntrospector nullIntrospector; // can be null
 
-    public TypeAwareTupleWriter(ITypeTraits[] typeTraits) {
+    public TypeAwareTupleWriter(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         this.typeTraits = typeTraits;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -56,7 +61,7 @@
 
     @Override
     public TypeAwareTupleReference createTupleReference() {
-        return new TypeAwareTupleReference(typeTraits);
+        return new TypeAwareTupleReference(typeTraits, nullTypeTraits);
     }
 
     @Override
@@ -68,7 +73,7 @@
     public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(tuple);
-        // write null indicator bits
+        // reset null indicator bits
         for (int i = 0; i < nullFlagsBytes; i++) {
             targetBuf[runner++] = (byte) 0;
         }
@@ -80,10 +85,16 @@
             }
         }
 
-        // write data fields
+        // write data fields and set null indicator bits
         for (int i = 0; i < tuple.getFieldCount(); i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
-            runner += tuple.getFieldLength(i);
+            byte[] fieldData = tuple.getFieldData(i);
+            int fieldOffset = tuple.getFieldStart(i);
+            int fieldLength = tuple.getFieldLength(i);
+            if (nullIntrospector != null && nullIntrospector.isNull(fieldData, fieldOffset, fieldLength)) {
+                setNullFlag(targetBuf, targetOff, i);
+            }
+            System.arraycopy(fieldData, fieldOffset, targetBuf, runner, fieldLength);
+            runner += fieldLength;
         }
 
         return runner - targetOff;
@@ -93,7 +104,7 @@
     public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff) {
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(numFields);
-        // write null indicator bits
+        // reset null indicator bits
         for (int i = 0; i < nullFlagsBytes; i++) {
             targetBuf[runner++] = (byte) 0;
         }
@@ -105,9 +116,15 @@
             }
         }
 
-        for (int i = startField; i < startField + numFields; i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
-            runner += tuple.getFieldLength(i);
+        for (int i = startField, targetField = 0; i < startField + numFields; i++, targetField++) {
+            byte[] fieldData = tuple.getFieldData(i);
+            int fieldOffset = tuple.getFieldStart(i);
+            int fieldLength = tuple.getFieldLength(i);
+            if (nullIntrospector != null && nullIntrospector.isNull(fieldData, fieldOffset, fieldLength)) {
+                setNullFlag(targetBuf, targetOff, targetField);
+            }
+            System.arraycopy(fieldData, fieldOffset, targetBuf, runner, fieldLength);
+            runner += fieldLength;
         }
 
         return runner - targetOff;
@@ -145,8 +162,40 @@
         return typeTraits;
     }
 
+    public ITypeTraits getNullTypeTraits() {
+        return nullTypeTraits;
+    }
+
+    public INullIntrospector getNullIntrospector() {
+        return nullIntrospector;
+    }
+
     @Override
     public int getCopySpaceRequired(ITupleReference tuple) {
         return bytesRequired(tuple);
     }
+
+    /**
+     * Given a field index, this method finds its corresponding bit in the null flags section and sets it.
+     *
+     * @param flags data
+     * @param flagsOffset start of the null flags data
+     * @param fieldIdx logical field index
+     */
+    protected void setNullFlag(byte[] flags, int flagsOffset, int fieldIdx) {
+        int adjustedFieldIdx = getAdjustedFieldIdx(fieldIdx);
+        int flagByteIdx = adjustedFieldIdx / 8;
+        int flagBitIdx = 7 - (adjustedFieldIdx % 8);
+        BitOperationUtils.setBit(flags, flagsOffset + flagByteIdx, (byte) flagBitIdx);
+    }
+
+    /**
+     * Adjusts the field index in case the null flags section starts with some other special-purpose fields.
+     *
+     * @param fieldIdx logical field index
+     * @return adjusted field index
+     */
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        return fieldIdx;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java
index a0fa505..586f243 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java
@@ -20,20 +20,26 @@
 package org.apache.hyracks.storage.am.common.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
 
 public class TypeAwareTupleWriterFactory implements ITreeIndexTupleWriterFactory {
 
-    private static final long serialVersionUID = 1L;
-    protected ITypeTraits[] typeTraits;
+    private static final long serialVersionUID = 2L;
+    protected final ITypeTraits[] typeTraits;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
-    public TypeAwareTupleWriterFactory(ITypeTraits[] typeTraits) {
+    public TypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         this.typeTraits = typeTraits;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
     public TypeAwareTupleWriter createTupleWriter() {
-        return new TypeAwareTupleWriter(typeTraits);
+        return new TypeAwareTupleWriter(typeTraits, nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java b/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java
deleted file mode 100644
index 6f2850d..0000000
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-package org.apache.hyracks.storage.am.common.util;
-
-import java.io.File;
-
-import org.apache.hyracks.api.exceptions.HyracksDataException;
-import org.apache.hyracks.api.io.FileReference;
-import org.apache.hyracks.api.io.FileSplit;
-import org.apache.hyracks.api.io.IIOManager;
-import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
-
-public class IndexFileNameUtil {
-
-    public static final String IO_DEVICE_NAME_PREFIX = "device_id_";
-
-    @Deprecated
-    public static String prepareFileName(String path, int ioDeviceId) {
-        return path + File.separator + IO_DEVICE_NAME_PREFIX + ioDeviceId;
-    }
-
-    public static FileReference getIndexAbsoluteFileRef(IFileSplitProvider fileSplitProvider, int partition,
-            IIOManager ioManager) throws HyracksDataException {
-        FileSplit split = fileSplitProvider.getFileSplits()[partition];
-        return split.getFileReference(ioManager);
-    }
-}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/pom.xml
index 887a48f..deafec3 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResource.java
index d94a5e1..e16baf9 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResource.java
@@ -29,6 +29,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.btree.utils.LSMBTreeUtil;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -54,12 +55,13 @@
             ILSMOperationTrackerFactory opTrackerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory,
-            ILSMIOOperationSchedulerProvider ioSchedulerProvider, boolean durable, boolean hasBloomFilter) {
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, boolean durable, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(typeTraits, cmpFactories, bloomFilterKeyFields, bloomFilterFalsePositiveRate, isPrimary, path,
                 storageManager, mergePolicyFactory, mergePolicyProperties, filterTypeTraits, filterCmpFactories,
                 btreeFields, filterFields, opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory,
                 metadataPageManagerFactory, null, ioSchedulerProvider, durable,
-                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter);
+                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     private ExternalBTreeLocalResource(IPersistedResourceRegistry registry, JsonNode json, int[] bloomFilterKeyFields,
@@ -80,7 +82,7 @@
                 mergePolicyFactory.createMergePolicy(mergePolicyProperties, serviceCtx),
                 opTrackerProvider.getOperationTracker(serviceCtx, this), ioSchedulerProvider.getIoScheduler(serviceCtx),
                 ioOpCallbackFactory, pageWriteCallbackFactory, durable, metadataPageManagerFactory,
-                serviceCtx.getTracer());
+                serviceCtx.getTracer(), nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResourceFactory.java
index f398370..e4c29ba 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeLocalResourceFactory.java
@@ -24,6 +24,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -45,12 +46,13 @@
             IMetadataPageManagerFactory metadataPageManagerFactory,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
             Map<String, String> mergePolicyProperties, boolean durable, int[] bloomFilterKeyFields,
-            double bloomFilterFalsePositiveRate, boolean isPrimary, int[] btreeFields, boolean hasBloomFilter) {
+            double bloomFilterFalsePositiveRate, boolean isPrimary, int[] btreeFields, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory, null,
                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, bloomFilterKeyFields,
                 bloomFilterFalsePositiveRate, isPrimary, btreeFields, NoOpCompressorDecompressorFactory.INSTANCE,
-                hasBloomFilter);
+                hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     @Override
@@ -59,6 +61,6 @@
                 bloomFilterFalsePositiveRate, isPrimary, fileRef.getRelativePath(), storageManager, mergePolicyFactory,
                 mergePolicyProperties, filterTypeTraits, filterCmpFactories, btreeFields, bloomFilterKeyFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                ioSchedulerProvider, durable, hasBloomFilter);
+                ioSchedulerProvider, durable, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResource.java
index bf4b06c..863ae56 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResource.java
@@ -29,6 +29,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.btree.utils.LSMBTreeUtil;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -57,12 +58,13 @@
             ILSMOperationTrackerFactory opTrackerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory,
-            ILSMIOOperationSchedulerProvider ioSchedulerProvider, boolean durable, boolean hasBloomFilter) {
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, boolean durable, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(typeTraits, cmpFactories, buddyBtreeFields, bloomFilterFalsePositiveRate, isPrimary, path, storageManager,
                 mergePolicyFactory, mergePolicyProperties, filterTypeTraits, filterCmpFactories, btreeFields,
                 filterFields, opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory,
                 metadataPageManagerFactory, null, ioSchedulerProvider, durable,
-                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter);
+                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     private ExternalBTreeWithBuddyLocalResource(IPersistedResourceRegistry registry, JsonNode json,
@@ -83,7 +85,7 @@
                 mergePolicyFactory.createMergePolicy(mergePolicyProperties, serviceCtx),
                 opTrackerProvider.getOperationTracker(serviceCtx, this), ioSchedulerProvider.getIoScheduler(serviceCtx),
                 ioOpCallbackFactory, pageWriteCallbackFactory, bloomFilterKeyFields, durable,
-                metadataPageManagerFactory, serviceCtx.getTracer());
+                metadataPageManagerFactory, serviceCtx.getTracer(), nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResourceFactory.java
index 91ebee1..39c8aed 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyLocalResourceFactory.java
@@ -24,6 +24,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -45,12 +46,13 @@
             IMetadataPageManagerFactory metadataPageManagerFactory,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
             Map<String, String> mergePolicyProperties, boolean durable, int[] buddyBtreeFields,
-            double bloomFilterFalsePositiveRate, boolean isPrimary, int[] btreeFields, boolean hasBloomFilter) {
+            double bloomFilterFalsePositiveRate, boolean isPrimary, int[] btreeFields, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory, null,
                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, buddyBtreeFields,
                 bloomFilterFalsePositiveRate, isPrimary, btreeFields, NoOpCompressorDecompressorFactory.INSTANCE,
-                hasBloomFilter);
+                hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     @Override
@@ -59,6 +61,6 @@
                 bloomFilterFalsePositiveRate, isPrimary, fileRef.getRelativePath(), storageManager, mergePolicyFactory,
                 mergePolicyProperties, filterTypeTraits, filterCmpFactories, btreeFields, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                ioSchedulerProvider, durable, hasBloomFilter);
+                ioSchedulerProvider, durable, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorDescriptor.java
index 23be280..3800d17 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorDescriptor.java
@@ -41,7 +41,7 @@
             long outputLimit) {
         super(spec, outRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory,
                 retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
-                maxFilterFieldIndexes, false, tupleFilterFactory, outputLimit, false, null, null);
+                maxFilterFieldIndexes, false, null, tupleFilterFactory, outputLimit, false, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorNodePushable.java
index dddaab1..30813ef 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeBatchPointSearchOperatorNodePushable.java
@@ -51,7 +51,8 @@
             ITupleFilterFactory tupleFilterFactory, long outputLimit) throws HyracksDataException {
         super(ctx, partition, inputRecDesc, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive,
                 minFilterKeyFields, maxFilterKeyFields, indexHelperFactory, retainInput, retainMissing,
-                missingWriterFactory, searchCallbackFactory, false, tupleFilterFactory, outputLimit, false, null, null);
+                missingWriterFactory, searchCallbackFactory, false, null, tupleFilterFactory, outputLimit, false, null,
+                null);
         this.keyFields = lowKeyFields;
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDiskComponentScanOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDiskComponentScanOperatorNodePushable.java
index 860d36e..4aa094b 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDiskComponentScanOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDiskComponentScanOperatorNodePushable.java
@@ -37,7 +37,7 @@
             RecordDescriptor inputRecDesc, IIndexDataflowHelperFactory indexHelperFactory,
             ISearchOperationCallbackFactory searchCallbackFactory) throws HyracksDataException {
         super(ctx, inputRecDesc, partition, null, null, indexHelperFactory, false, false, null, searchCallbackFactory,
-                false);
+                false, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResource.java
index 6098a1d..656ae02 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResource.java
@@ -31,6 +31,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.btree.utils.LSMBTreeUtil;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -68,10 +69,12 @@
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory, IVirtualBufferCacheProvider vbcProvider,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, boolean durable,
-            ICompressorDecompressorFactory compressorDecompressorFactory, boolean hasBloomFilter) {
+            ICompressorDecompressorFactory compressorDecompressorFactory, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(path, storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.bloomFilterKeyFields = bloomFilterKeyFields;
         this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
         this.isPrimary = isPrimary;
@@ -108,7 +111,7 @@
                 opTrackerProvider.getOperationTracker(serviceCtx, this), ioSchedulerProvider.getIoScheduler(serviceCtx),
                 ioOpCallbackFactory, pageWriteCallbackFactory, isPrimary, filterTypeTraits, filterCmpFactories,
                 btreeFields, filterFields, durable, metadataPageManagerFactory, updateAware, serviceCtx.getTracer(),
-                compressorDecompressorFactory, hasBloomFilter);
+                compressorDecompressorFactory, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResourceFactory.java
index a2c16b8..e926a48 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeLocalResourceFactory.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -57,10 +58,12 @@
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
             Map<String, String> mergePolicyProperties, boolean durable, int[] bloomFilterKeyFields,
             double bloomFilterFalsePositiveRate, boolean isPrimary, int[] btreeFields,
-            ICompressorDecompressorFactory compressorDecompressorFactory, boolean hasBloomFilter) {
+            ICompressorDecompressorFactory compressorDecompressorFactory, boolean hasBloomFilter,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.hasBloomFilter = hasBloomFilter;
         this.bloomFilterKeyFields = bloomFilterKeyFields;
         this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
@@ -75,7 +78,7 @@
                 isPrimary, fileRef.getRelativePath(), storageManager, mergePolicyFactory, mergePolicyProperties,
                 filterTypeTraits, filterCmpFactories, btreeFields, filterFields, opTrackerProvider, ioOpCallbackFactory,
                 pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider, durable,
-                compressorDecompressorFactory, hasBloomFilter);
+                compressorDecompressorFactory, hasBloomFilter, nullTypeTraits, nullIntrospector);
     }
 
     private void readObject(java.io.ObjectInputStream in) throws IOException, ClassNotFoundException {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
index 46d279f..2c5fb50 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
@@ -236,10 +236,15 @@
                     rangeCursors[i].close();
                     btreeAccessors[i].reset(btree, iap);
                     btreeAccessors[i].search(rangeCursors[i], reusablePred);
-                    pushIntoQueueFromCursorAndReplaceThisElement(switchedElements[i]);
+                    // consume the element that we restarted the search at since before the switch it was consumed
+                    if (rangeCursors[i].hasNext()) {
+                        rangeCursors[i].next();
+                        switchedElements[i].reset(rangeCursors[i].getTuple());
+                    }
                 }
             }
             switchRequest[i] = false;
+            switchedElements[i] = null;
             // any failed switch makes further switches pointless
             switchPossible = switchPossible && operationalComponents.get(i).getType() == LSMComponentType.DISK;
         }
@@ -264,14 +269,18 @@
                 if (replaceFrom < 0) {
                     replaceFrom = i;
                 }
-                // we return the outputElement to the priority queue if it came from this component
+
+                PriorityQueueElement element;
                 if (outputElement != null && outputElement.getCursorIndex() == i) {
-                    pushIntoQueueFromCursorAndReplaceThisElement(outputElement);
-                    needPushElementIntoQueue = false;
-                    outputElement = null;
-                    canCallProceed = true;
+                    // there should be no element from this cursor in the queue since the element was polled
+                    if (findElement(outputPriorityQueue, i) != null) {
+                        throw new IllegalStateException("found element in the queue from the cursor of output element");
+                    }
+                    element = outputElement;
+                } else {
+                    element = findElement(outputPriorityQueue, i);
                 }
-                PriorityQueueElement element = remove(outputPriorityQueue, i);
+
                 // if this cursor is still active (has an element)
                 // then we copy the search key to restart the operation after
                 // replacing the component
@@ -331,6 +340,18 @@
         return null;
     }
 
+    private PriorityQueueElement findElement(PriorityQueue<PriorityQueueElement> outputPriorityQueue, int cursorIndex) {
+        // Scans the PQ for the component's element
+        Iterator<PriorityQueueElement> it = outputPriorityQueue.iterator();
+        while (it.hasNext()) {
+            PriorityQueueElement e = it.next();
+            if (e.getCursorIndex() == cursorIndex) {
+                return e;
+            }
+        }
+        return null;
+    }
+
     @Override
     public void doOpen(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
         LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
index 7c924b5..76916ec 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
@@ -21,11 +21,14 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 
 public class LSMBTreeCopyTupleWriter extends LSMBTreeTupleWriter {
-    public LSMBTreeCopyTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware) {
+
+    public LSMBTreeCopyTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         // Third parameter is never used locally, just give false.
-        super(typeTraits, numKeyFields, false, updateAware);
+        super(typeTraits, numKeyFields, false, updateAware, nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
index 02cd900..dd43ef4 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
@@ -22,18 +22,20 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 
 public class LSMBTreeCopyTupleWriterFactory extends BTreeTypeAwareTupleWriterFactory {
     private static final long serialVersionUID = 1L;
     private final int numKeyFields;
 
-    public LSMBTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware) {
-        super(typeTraits, updateAware);
+    public LSMBTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
+        super(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         this.numKeyFields = numKeyFields;
     }
 
     @Override
     public BTreeTypeAwareTupleWriter createTupleWriter() {
-        return new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields, updateAware);
+        return new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields, updateAware, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
index 2a5e232..e5c365a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
@@ -33,8 +33,9 @@
     private boolean resetFieldCount = false;
     private final int numKeyFields;
 
-    public LSMBTreeTupleReference(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware) {
-        super(typeTraits, updateAware);
+    public LSMBTreeTupleReference(ITypeTraits[] typeTraits, int numKeyFields, boolean updateAware,
+            ITypeTraits nullTypeTraits) {
+        super(typeTraits, updateAware, nullTypeTraits);
         this.numKeyFields = numKeyFields;
     }
 
@@ -94,4 +95,10 @@
     public int getTupleStart() {
         return tupleStartOff;
     }
+
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        // 2 bits when update-aware: 1 for antimatter and 1 for the update, otherwise, only 1 bit for the antimatter
+        return updateAware ? fieldIdx + 2 : fieldIdx + 1;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
index 09ced10..bcbf93f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.util.BitOperationUtils;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleWriter;
 
@@ -33,8 +34,9 @@
     private boolean isAntimatter;
     private final int numKeyFields;
 
-    public LSMBTreeTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean isAntimatter, boolean updateAware) {
-        super(typeTraits, updateAware);
+    public LSMBTreeTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean isAntimatter, boolean updateAware,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
+        super(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         this.numKeyFields = numKeyFields;
         this.isAntimatter = isAntimatter;
     }
@@ -56,7 +58,7 @@
 
     @Override
     public LSMBTreeTupleReference createTupleReference() {
-        return new LSMBTreeTupleReference(typeTraits, numKeyFields, updateAware);
+        return new LSMBTreeTupleReference(typeTraits, numKeyFields, updateAware, nullTypeTraits);
     }
 
     @Override
@@ -83,6 +85,7 @@
     public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
         int bytesWritten = -1;
         if (isAntimatter) {
+            // TODO(ali): check this with secondary primary-key index
             bytesWritten = super.writeTupleFields(tuple, 0, numKeyFields, targetBuf, targetOff);
             // Set antimatter bit to 1.
             BitOperationUtils.setBit(targetBuf, targetOff, ANTIMATTER_BIT_OFFSET);
@@ -100,4 +103,10 @@
     public void setAntimatter(boolean isDelete) {
         this.isAntimatter = isDelete;
     }
+
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        // 2 bits when update-aware: 1 for antimatter and 1 for the update, otherwise, only 1 bit for the antimatter
+        return updateAware ? fieldIdx + 2 : fieldIdx + 1;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
index ad4f6eb..03bce23 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
@@ -22,6 +22,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 
 public class LSMBTreeTupleWriterFactory extends BTreeTypeAwareTupleWriterFactory {
 
@@ -30,15 +31,16 @@
     private final boolean isAntimatter;
 
     public LSMBTreeTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean isAntimatter,
-            boolean updateAware) {
-        super(typeTraits, updateAware);
+            boolean updateAware, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
+        super(typeTraits, updateAware, nullTypeTraits, nullIntrospector);
         this.numKeyFields = numKeyFields;
         this.isAntimatter = isAntimatter;
     }
 
     @Override
     public BTreeTypeAwareTupleWriter createTupleWriter() {
-        return new LSMBTreeTupleWriter(typeTraits, numKeyFields, isAntimatter, updateAware);
+        return new LSMBTreeTupleWriter(typeTraits, numKeyFields, isAntimatter, updateAware, nullTypeTraits,
+                nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/utils/LSMBTreeUtil.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/utils/LSMBTreeUtil.java
index 021f416..018c0d3 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/utils/LSMBTreeUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/utils/LSMBTreeUtil.java
@@ -34,6 +34,7 @@
 import org.apache.hyracks.storage.am.btree.impls.DiskBTree;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 import org.apache.hyracks.storage.am.lsm.btree.impls.ExternalBTree;
@@ -76,15 +77,16 @@
             boolean needKeyDupCheck, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
             int[] btreeFields, int[] filterFields, boolean durable, IMetadataPageManagerFactory freePageManagerFactory,
             boolean updateAware, ITracer tracer, ICompressorDecompressorFactory compressorDecompressorFactory,
-            boolean hasBloomFilter) throws HyracksDataException {
-        LSMBTreeTupleWriterFactory insertTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, updateAware);
-        LSMBTreeTupleWriterFactory deleteTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, true, updateAware);
-        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory =
-                new LSMBTreeCopyTupleWriterFactory(typeTraits, cmpFactories.length, updateAware);
-        LSMBTreeTupleWriterFactory bulkLoadTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, updateAware);
+            boolean hasBloomFilter, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, updateAware, nullTypeTraits, nullIntrospector);
+        LSMBTreeTupleWriterFactory deleteTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, true, updateAware, nullTypeTraits, nullIntrospector);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length, updateAware, nullTypeTraits, nullIntrospector);
+        LSMBTreeTupleWriterFactory bulkLoadTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, updateAware, nullTypeTraits, nullIntrospector);
 
         ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
         ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
@@ -103,7 +105,8 @@
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, nullTypeTraits, nullIntrospector);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
@@ -136,21 +139,21 @@
             int[] bloomFilterKeyFields, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
             ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
             ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
-            boolean durable, IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer)
-            throws HyracksDataException {
-        LSMBTreeTupleWriterFactory insertTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, false);
-        LSMBTreeTupleWriterFactory deleteTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, true, false);
-        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory =
-                new LSMBTreeCopyTupleWriterFactory(typeTraits, cmpFactories.length, false);
+            boolean durable, IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, false, nullTypeTraits, nullIntrospector);
+        LSMBTreeTupleWriterFactory deleteTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, true, false, nullTypeTraits, nullIntrospector);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
         ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
         ITreeIndexFrameFactory deleteLeafFrameFactory = new BTreeNSMLeafFrameFactory(deleteTupleWriterFactory);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
         // This is the tuple writer that can do both inserts and deletes
-        LSMBTreeTupleWriterFactory transactionTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, false);
+        LSMBTreeTupleWriterFactory transactionTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, false, nullTypeTraits, nullIntrospector);
         // This is the leaf frame factory for transaction components since it
         // can be used for both inserts and deletes
         ITreeIndexFrameFactory transactionLeafFrameFactory =
@@ -185,7 +188,8 @@
             double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
             ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory, int[] buddyBTreeFields, boolean durable,
-            IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer) throws HyracksDataException {
+            IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         ITypeTraits[] buddyBtreeTypeTraits = new ITypeTraits[buddyBTreeFields.length];
         IBinaryComparatorFactory[] buddyBtreeCmpFactories = new IBinaryComparatorFactory[buddyBTreeFields.length];
         for (int i = 0; i < buddyBtreeTypeTraits.length; i++) {
@@ -193,15 +197,15 @@
             buddyBtreeCmpFactories[i] = cmpFactories[buddyBTreeFields[i]];
         }
         BTreeTypeAwareTupleWriterFactory buddyBtreeTupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(buddyBtreeTypeTraits, false);
+                new BTreeTypeAwareTupleWriterFactory(buddyBtreeTypeTraits, false, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory buddyBtreeInteriorFrameFactory =
                 new BTreeNSMInteriorFrameFactory(buddyBtreeTupleWriterFactory);
         ITreeIndexFrameFactory buddyBtreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(buddyBtreeTupleWriterFactory);
 
-        LSMBTreeTupleWriterFactory insertTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, false);
-        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory =
-                new LSMBTreeCopyTupleWriterFactory(typeTraits, cmpFactories.length, false);
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, false, nullTypeTraits, nullIntrospector);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length, false, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
         ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/pom.xml
index bba6cff..7226f3b 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
index e448ae0..a778a4c 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
@@ -19,6 +19,7 @@
 package org.apache.hyracks.storage.am.lsm.common.api;
 
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
 
 public interface ILSMIOOperationCallback {
 
@@ -80,4 +81,8 @@
      *            the allocated component
      */
     void allocated(ILSMMemoryComponent component) throws HyracksDataException;
+
+    default long getLastValidSequence() throws HyracksDataException {
+        return AbstractLSMIndexFileManager.UNINITIALIZED_COMPONENT_SEQ;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
index 5580387..2d38758 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
@@ -78,4 +78,11 @@
      * @throws IOException
      */
     LSMComponentFileReferences getNewTransactionFileReference() throws IOException;
+
+    /**
+     * Initializes the last used sequence
+     *
+     * @param lastUsedSeq
+     */
+    void initLastUsedSeq(long lastUsedSeq);
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResource.java
index fbd74dc..d905a0a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResource.java
@@ -27,6 +27,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -49,7 +50,7 @@
  */
 public abstract class LsmResource implements IResource {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
     protected static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
     protected String path;
     protected final IStorageManager storageManager;
@@ -67,6 +68,8 @@
     protected final ILSMMergePolicyFactory mergePolicyFactory;
     protected final Map<String, String> mergePolicyProperties;
     protected final boolean durable;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
     public LsmResource(String path, IStorageManager storageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] filterTypeTraits,
@@ -75,7 +78,8 @@
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory, IVirtualBufferCacheProvider vbcProvider,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
-            Map<String, String> mergePolicyProperties, boolean durable) {
+            Map<String, String> mergePolicyProperties, boolean durable, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         this.path = path;
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
@@ -92,6 +96,8 @@
         this.mergePolicyFactory = mergePolicyFactory;
         this.mergePolicyProperties = mergePolicyProperties;
         this.durable = durable;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     protected LsmResource(IPersistedResourceRegistry registry, JsonNode json) throws HyracksDataException {
@@ -156,6 +162,16 @@
         mergePolicyFactory = (ILSMMergePolicyFactory) registry.deserialize(json.get("mergePolicyFactory"));
         mergePolicyProperties = OBJECT_MAPPER.convertValue(json.get("mergePolicyProperties"), Map.class);
         durable = json.get("durable").asBoolean();
+        if (json.hasNonNull("nullTypeTraits")) {
+            nullTypeTraits = (ITypeTraits) registry.deserialize(json.get("nullTypeTraits"));
+        } else {
+            nullTypeTraits = null;
+        }
+        if (json.hasNonNull("nullIntrospector")) {
+            nullIntrospector = (INullIntrospector) registry.deserialize(json.get("nullIntrospector"));
+        } else {
+            nullIntrospector = null;
+        }
     }
 
     protected void appendToJson(final ObjectNode json, IPersistedResourceRegistry registry)
@@ -206,6 +222,16 @@
         json.set("mergePolicyFactory", mergePolicyFactory.toJson(registry));
         json.putPOJO("mergePolicyProperties", mergePolicyProperties);
         json.put("durable", durable);
+        if (nullTypeTraits != null) {
+            json.set("nullTypeTraits", nullTypeTraits.toJson(registry));
+        } else {
+            json.set("nullTypeTraits", null);
+        }
+        if (nullIntrospector != null) {
+            json.set("nullIntrospector", nullIntrospector.toJson(registry));
+        } else {
+            json.set("nullIntrospector", null);
+        }
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResourceFactory.java
index a138f01..e97a779 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LsmResourceFactory.java
@@ -23,6 +23,7 @@
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -34,7 +35,7 @@
 
 public abstract class LsmResourceFactory implements IResourceFactory {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
     protected final IStorageManager storageManager;
     protected final ITypeTraits[] typeTraits;
     protected final IBinaryComparatorFactory[] cmpFactories;
@@ -50,6 +51,8 @@
     protected final ILSMMergePolicyFactory mergePolicyFactory;
     protected final Map<String, String> mergePolicyProperties;
     protected final boolean durable;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
     public LsmResourceFactory(IStorageManager storageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] filterTypeTraits,
@@ -58,7 +61,8 @@
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory, IVirtualBufferCacheProvider vbcProvider,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
-            Map<String, String> mergePolicyProperties, boolean durable) {
+            Map<String, String> mergePolicyProperties, boolean durable, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
         this.cmpFactories = cmpFactories;
@@ -74,5 +78,7 @@
         this.mergePolicyFactory = mergePolicyFactory;
         this.mergePolicyProperties = mergePolicyProperties;
         this.durable = durable;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractIoOperation.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractIoOperation.java
index 8317ca7..a5f70d9 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractIoOperation.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractIoOperation.java
@@ -44,7 +44,7 @@
     private volatile Throwable failure;
     private LSMIOOperationStatus status = LSMIOOperationStatus.SUCCESS;
     private ILSMDiskComponent newComponent;
-    private boolean completed = false;
+    private volatile boolean completed = false;
     private List<IoOperationCompleteListener> completeListeners;
 
     private final AtomicBoolean isActive = new AtomicBoolean(true);
@@ -203,7 +203,7 @@
     }
 
     @Override
-    public synchronized boolean isCompleted() {
+    public boolean isCompleted() {
         return completed;
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
index a5ff2e6..bf93dc0 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
@@ -139,6 +139,7 @@
         this.inactiveMemoryComponents = new ArrayList<>();
         this.durable = durable;
         this.tracer = tracer;
+        fileManager.initLastUsedSeq(ioOpCallback.getLastValidSequence());
         lsmHarness = new LSMHarness(this, ioScheduler, mergePolicy, opTracker, diskBufferCache.isReplicationEnabled(),
                 tracer);
         isActive = false;
@@ -184,6 +185,7 @@
         filterManager = null;
         treeFields = null;
         filterFields = null;
+        fileManager.initLastUsedSeq(ioOpCallback.getLastValidSequence());
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
index 35a11ff..5d70337 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
@@ -83,20 +83,19 @@
      * Hides transaction components until they are either committed by removing this file or deleted along with the file
      */
     public static final String TXN_PREFIX = ".T";
-
+    public static final long UNINITIALIZED_COMPONENT_SEQ = -1;
     public static final FilenameFilter COMPONENT_FILES_FILTER = (dir, name) -> !name.startsWith(".");
     protected static final FilenameFilter txnFileNameFilter = (dir, name) -> name.startsWith(TXN_PREFIX);
     protected static FilenameFilter bloomFilterFilter =
             (dir, name) -> !name.startsWith(".") && name.endsWith(BLOOM_FILTER_SUFFIX);
     protected static final Comparator<String> cmp = new FileNameComparator();
     private static final FilenameFilter dummyFilter = (dir, name) -> true;
-    private static final long UNINITALIZED_COMPONENT_SEQ = -1;
     protected final IIOManager ioManager;
     // baseDir should reflect dataset name and partition name and be absolute
     protected final FileReference baseDir;
     protected final Comparator<IndexComponentFileReference> recencyCmp = new RecencyComparator();
     protected final TreeIndexFactory<? extends ITreeIndex> treeFactory;
-    private long lastUsedComponentSeq = UNINITALIZED_COMPONENT_SEQ;
+    private long lastUsedComponentSeq = UNINITIALIZED_COMPONENT_SEQ;
     private final ICompressorDecompressorFactory compressorDecompressorFactory;
 
     public AbstractLSMIndexFileManager(IIOManager ioManager, FileReference file,
@@ -348,6 +347,11 @@
         return null;
     }
 
+    @Override
+    public void initLastUsedSeq(long lastUsedSeq) {
+        lastUsedComponentSeq = lastUsedSeq;
+    }
+
     private static FilenameFilter createTransactionFilter(String transactionFileName, final boolean inclusive) {
         final String timeStamp =
                 transactionFileName.substring(transactionFileName.indexOf(TXN_PREFIX) + TXN_PREFIX.length());
@@ -372,7 +376,7 @@
     }
 
     protected String getNextComponentSequence(FilenameFilter filenameFilter) throws HyracksDataException {
-        if (lastUsedComponentSeq == UNINITALIZED_COMPONENT_SEQ) {
+        if (lastUsedComponentSeq == UNINITIALIZED_COMPONENT_SEQ) {
             lastUsedComponentSeq = getOnDiskLastUsedComponentSequence(filenameFilter);
         }
         return IndexComponentFileReference.getFlushSequence(++lastUsedComponentSeq);
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexOperationContext.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexOperationContext.java
index dfb1a17..0813a00 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexOperationContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexOperationContext.java
@@ -171,7 +171,7 @@
     public void logPerformanceCounters(int tupleCount) {
         if (isTracingEnabled()) {
             tracer.instant("store-counters", traceCategory, Scope.t,
-                    "{\"count\":" + tupleCount + ",\"enter-exit-duration-ns\":" + enterExitTime + "}");
+                    () -> "{\"count\":" + tupleCount + ",\"enter-exit-duration-ns\":" + enterExitTime + "}");
             resetCounters();
         }
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ComponentReplacementContext.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ComponentReplacementContext.java
index 70f6d9e..5b0363a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ComponentReplacementContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ComponentReplacementContext.java
@@ -193,7 +193,7 @@
             for (int i = 0; i < count; i++) {
                 ILSMComponent removed = ctx.getComponentHolder().remove(swapIndexes[i]);
                 if (removed.getType() == LSMComponentType.MEMORY) {
-                    LOGGER.info("Removed a memory component from the search operation");
+                    LOGGER.debug("Removed memory component {} from the search operation", removed);
                 } else {
                     throw new IllegalStateException("Disk components can't be removed from the search operation");
                 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java
index 92fa135..950a8e5 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java
@@ -262,7 +262,7 @@
             }
             if (inactiveMemoryComponentsToBeCleanedUp != null) {
                 for (ILSMMemoryComponent c : inactiveMemoryComponentsToBeCleanedUp) {
-                    tracer.instant(c.toString(), traceCategory, Scope.p, lsmIndex.toString());
+                    tracer.instant(c.toString(), traceCategory, Scope.p, lsmIndex::toString);
                     c.cleanup();
                     synchronized (opTracker) {
                         c.reset();
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexPageWriteCallback.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexPageWriteCallback.java
index 0ad7033..85a2d39 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexPageWriteCallback.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexPageWriteCallback.java
@@ -43,7 +43,7 @@
     }
 
     public void beforeWrite(ICachedPage page) throws HyracksDataException {
-        rateLimiter.request(page.getFrameSizeMultiplier());
+        rateLimiter.request(page.getPageSize() * page.getFrameSizeMultiplier());
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
index b6f6e26..27875c0 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
@@ -40,7 +40,7 @@
 import org.apache.hyracks.storage.common.MultiComparator;
 
 public abstract class LSMIndexSearchCursor extends EnforcedIndexCursor implements ILSMIndexCursor {
-    protected static final int SWITCH_COMPONENT_CYCLE = 100;
+    public static final int SWITCH_COMPONENT_CYCLE = 100;
     protected final ILSMIndexOperationContext opCtx;
     protected final boolean returnDeletedTuples;
     protected PriorityQueueElement outputElement;
@@ -119,6 +119,7 @@
         needPushElementIntoQueue = false;
         for (int i = 0; i < switchRequest.length; i++) {
             switchRequest[i] = false;
+            switchedElements[i] = null;
         }
         try {
             if (outputPriorityQueue != null) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TracedIOOperation.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TracedIOOperation.java
index 4ab57c5..eb48f82 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TracedIOOperation.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TracedIOOperation.java
@@ -58,7 +58,7 @@
         final long traceCategory = tracer.getRegistry().get(TraceUtils.INDEX_IO_OPERATIONS);
         if (tracer.isEnabled(traceCategory)) {
             tracer.instant("schedule-" + ioOpName, traceCategory, Scope.p,
-                    "{\"path\": \"" + ioOp.getTarget().getRelativePath() + "\"}");
+                    () -> "{\"path\": \"" + ioOp.getTarget().getRelativePath() + "\"}");
             return new TracedIOOperation(ioOp, tracer, traceCategory);
         }
         return ioOp;
@@ -91,11 +91,11 @@
     @Override
     public LSMIOOperationStatus call() throws HyracksDataException {
         final String name = getTarget().getRelativePath();
-        final long tid = tracer.durationB(name, traceCategory, null);
+        final long tid = tracer.durationB(name, traceCategory);
         try {
             return ioOp.call();
         } finally {
-            tracer.durationE(ioOp.getIOOpertionType().name().toLowerCase(), traceCategory, tid, "{\"size\":"
+            tracer.durationE(ioOp.getIOOpertionType().name().toLowerCase(), traceCategory, tid, () -> "{\"size\":"
                     + getTarget().getFile().length() + ", \"path\": \"" + ioOp.getTarget().getRelativePath() + "\"}");
         }
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
index 366c2a7..3a58d74 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <artifactId>hyracks</artifactId>
     <groupId>org.apache.hyracks</groupId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
     <relativePath>..</relativePath>
   </parent>
   <licenses>
@@ -96,5 +96,14 @@
       <groupId>com.fasterxml.jackson.core</groupId>
       <artifactId>jackson-databind</artifactId>
     </dependency>
+  <dependency>
+    <groupId>org.apache.commons</groupId>
+    <artifactId>commons-lang3</artifactId>
+  </dependency>
+  <dependency>
+    <groupId>com.google.guava</groupId>
+    <artifactId>guava</artifactId>
+  </dependency>
+
   </dependencies>
 </project>
\ No newline at end of file
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
index a693a99..ed44dfa 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
@@ -21,6 +21,7 @@
 
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.common.IIndex;
 
 public interface IInvertedIndex extends IIndex {
@@ -32,4 +33,8 @@
     ITypeTraits[] getTokenTypeTraits();
 
     IBinaryComparatorFactory[] getTokenCmpFactories();
+
+    ITypeTraits getNullTypeTraits();
+
+    INullIntrospector getNullIntrospector();
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
index 3ed47e6..4477e65 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
@@ -27,6 +27,9 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
 import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public class BinaryTokenizerOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
@@ -34,6 +37,7 @@
     private static final long serialVersionUID = 1L;
 
     private final IBinaryTokenizerFactory tokenizerFactory;
+    private final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     // Field that will be tokenized.
     private final int docField;
     // operator will append these key fields to each token, e.g., as
@@ -53,10 +57,12 @@
     private final IMissingWriterFactory missingWriterFactory;
 
     public BinaryTokenizerOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
-            IBinaryTokenizerFactory tokenizerFactory, int docField, int[] keyFields, boolean addNumTokensKey,
-            boolean writeKeyFieldsFirst, boolean writeMissing, IMissingWriterFactory missingWriterFactory) {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            int docField, int[] keyFields, boolean addNumTokensKey, boolean writeKeyFieldsFirst, boolean writeMissing,
+            IMissingWriterFactory missingWriterFactory) {
         super(spec, 1, 1);
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.docField = docField;
         this.keyFields = keyFields;
         this.addNumTokensKey = addNumTokensKey;
@@ -69,9 +75,14 @@
     @Override
     public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        IFullTextConfigEvaluator fullTextConfigEvaluator =
+                fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
+
         return new BinaryTokenizerOperatorNodePushable(ctx,
-                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), outRecDescs[0],
-                tokenizerFactory.createTokenizer(), docField, keyFields, addNumTokensKey, writeKeyFieldsFirst,
-                writeMissing, missingWriterFactory);
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), outRecDescs[0], tokenizer,
+                fullTextConfigEvaluator, docField, keyFields, addNumTokensKey, writeKeyFieldsFirst, writeMissing,
+                missingWriterFactory);
     }
+
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
index 3df185a..b9c8c8a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
@@ -36,13 +36,14 @@
 import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 
 public class BinaryTokenizerOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
 
     private final IHyracksTaskContext ctx;
-    private final IBinaryTokenizer tokenizer;
+    private final IFullTextConfigEvaluator fullTextEvaluator;
     private final int docField;
     private final int[] keyFields;
     private final boolean addNumTokensKey;
@@ -59,11 +60,24 @@
     private FrameTupleAppender appender;
 
     public BinaryTokenizerOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc,
-            RecordDescriptor outputRecDesc, IBinaryTokenizer tokenizer, int docField, int[] keyFields,
-            boolean addNumTokensKey, boolean writeKeyFieldsFirst, boolean writeMissing,
+            RecordDescriptor outputRecDesc, IBinaryTokenizer tokenizer, IFullTextConfigEvaluator fullTextEvaluator,
+            int docField, int[] keyFields, boolean addNumTokensKey, boolean writeKeyFieldsFirst, boolean writeMissing,
             IMissingWriterFactory missingWriterFactory) {
         this.ctx = ctx;
-        this.tokenizer = tokenizer;
+        this.fullTextEvaluator = fullTextEvaluator;
+        // Need to use the tokenizer created in the upper-layer when:
+        // 1. The tokenizer is of TokenizerCategory.NGram rather than Word
+        // 2. If the tokenizer is a TokenizerCategory.Word one, then its parameters
+        //    (e.g. boolean ignoreTokenCount, boolean sourceHasTypeTag) may be different
+        //    from the tokenizer in the default full-text config.
+        //
+        //    Note that those parameters might be call-site specific, for example, one string byte array may contains
+        //    the ATypeTag.String in it while some doesn't. Even though the tokenizers are both Word tokenizer,
+        //    we still need to set different tokenizer here.
+        //    The different tokeniers are defined in BinaryTokenizerFactoryProvider.
+        //    The big plan is to remove the tokenizer from this interface and use fullTextEvaluator only.
+        this.fullTextEvaluator.setTokenizer(tokenizer);
+
         this.docField = docField;
         this.keyFields = keyFields;
         this.addNumTokensKey = addNumTokensKey;
@@ -91,20 +105,20 @@
         for (int i = 0; i < tupleCount; i++) {
             tuple.reset(accessor, i);
 
-            short numTokens = 0;
+            int numTokens = 0;
 
             if (!isDocFieldMissing(tuple)) {
-                tokenizer.reset(tuple.getFieldData(docField), tuple.getFieldStart(docField),
+                fullTextEvaluator.reset(tuple.getFieldData(docField), tuple.getFieldStart(docField),
                         tuple.getFieldLength(docField));
                 if (addNumTokensKey) {
                     // Get the total number of tokens.
-                    numTokens = tokenizer.getTokensCount();
+                    numTokens = fullTextEvaluator.getTokensCount();
                 }
                 // Write token and data into frame by following the order specified
                 // in the writeKeyFieldsFirst field.
-                while (tokenizer.hasNext()) {
-                    tokenizer.next();
-                    IToken token = tokenizer.getToken();
+                while (fullTextEvaluator.hasNext()) {
+                    fullTextEvaluator.next();
+                    IToken token = fullTextEvaluator.getToken();
                     writeTuple(token, numTokens, i);
                 }
             } else if (writeMissing) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResource.java
index 0904c4a..8a107e3 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResource.java
@@ -31,6 +31,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -42,6 +43,8 @@
 import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
 import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
 import org.apache.hyracks.storage.am.lsm.common.dataflow.LsmResource;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
 import org.apache.hyracks.storage.common.IStorageManager;
@@ -54,33 +57,51 @@
 public class LSMInvertedIndexLocalResource extends LsmResource {
 
     private static final long serialVersionUID = 1L;
+    public static final String TOKEN_TYPE_TRAITS = "tokenTypeTraits";
+    public static final String TOKEN_CMP_FACTORIES = "tokenCmpFactories";
+    public static final String IS_PARTITIONED = "isPartitioned";
+    public static final String FULL_TEXT_CONFIG_EVALUATOR_FACTORY = "fullTextConfigEvaluatorFactory";
 
     private final ITypeTraits[] tokenTypeTraits;
     private final IBinaryComparatorFactory[] tokenCmpFactories;
+    // ToDo: totally replace tokenizer with fullTextConfig
+    // Currently, the configuration of tokenizer is complicated and the parameters
+    // (e.g. whether the string contains a ATypeTag.AString at the beginning),
+    // as a first step, we set the tokenizer of the full-text config on-the-fly
+    // See comments in FullTextConfigEvaluator
     private final IBinaryTokenizerFactory tokenizerFactory;
+    private final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     private final boolean isPartitioned;
     private final int[] invertedIndexFields;
     private final int[] filterFieldsForNonBulkLoadOps;
     private final int[] invertedIndexFieldsForNonBulkLoadOps;
     private final double bloomFilterFalsePositiveRate;
 
-    public LSMInvertedIndexLocalResource(String path, IStorageManager storageManager, ITypeTraits[] typeTraits,
+    public LSMInvertedIndexLocalResource(
+            // inherited fields
+            String path, IStorageManager storageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
             ILSMOperationTrackerFactory opTrackerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory, IVirtualBufferCacheProvider vbcProvider,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
-            Map<String, String> mergePolicyProperties, boolean durable, ITypeTraits[] tokenTypeTraits,
-            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            Map<String, String> mergePolicyProperties, boolean durable,
+            // new fields
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
             boolean isPartitioned, int[] invertedIndexFields, int[] filterFieldsForNonBulkLoadOps,
-            int[] invertedIndexFieldsForNonBulkLoadOps, double bloomFilterFalsePositiveRate) {
+            int[] invertedIndexFieldsForNonBulkLoadOps, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+
         super(path, storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.isPartitioned = isPartitioned;
         this.invertedIndexFields = invertedIndexFields;
         this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
@@ -90,13 +111,15 @@
 
     private LSMInvertedIndexLocalResource(IPersistedResourceRegistry registry, JsonNode json,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory, boolean isPartitioned, int[] invertedIndexFields,
-            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
-            double bloomFilterFalsePositiveRate) throws HyracksDataException {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            boolean isPartitioned, int[] invertedIndexFields, int[] filterFieldsForNonBulkLoadOps,
+            int[] invertedIndexFieldsForNonBulkLoadOps, double bloomFilterFalsePositiveRate)
+            throws HyracksDataException {
         super(registry, json);
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.isPartitioned = isPartitioned;
         this.invertedIndexFields = invertedIndexFields;
         this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
@@ -116,19 +139,20 @@
         pageWriteCallbackFactory.initialize(serviceCtx, this);
         if (isPartitioned) {
             return InvertedIndexUtils.createPartitionedLSMInvertedIndex(ioManager, virtualBufferCaches, typeTraits,
-                    cmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, bufferCache,
+                    cmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory,
+                    bufferCache, file.getAbsolutePath(), bloomFilterFalsePositiveRate, mergePolicy,
+                    opTrackerProvider.getOperationTracker(serviceCtx, this), ioScheduler, ioOpCallbackFactory,
+                    pageWriteCallbackFactory, invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
+                    filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable,
+                    metadataPageManagerFactory, serviceCtx.getTracer(), nullTypeTraits, nullIntrospector);
+        } else {
+            return InvertedIndexUtils.createLSMInvertedIndex(ioManager, virtualBufferCaches, typeTraits, cmpFactories,
+                    tokenTypeTraits, tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory, bufferCache,
                     file.getAbsolutePath(), bloomFilterFalsePositiveRate, mergePolicy,
                     opTrackerProvider.getOperationTracker(serviceCtx, this), ioScheduler, ioOpCallbackFactory,
                     pageWriteCallbackFactory, invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
                     filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable,
-                    metadataPageManagerFactory, serviceCtx.getTracer());
-        } else {
-            return InvertedIndexUtils.createLSMInvertedIndex(ioManager, virtualBufferCaches, typeTraits, cmpFactories,
-                    tokenTypeTraits, tokenCmpFactories, tokenizerFactory, bufferCache, file.getAbsolutePath(),
-                    bloomFilterFalsePositiveRate, mergePolicy, opTrackerProvider.getOperationTracker(serviceCtx, this),
-                    ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, invertedIndexFields, filterTypeTraits,
-                    filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps,
-                    invertedIndexFieldsForNonBulkLoadOps, durable, metadataPageManagerFactory, serviceCtx.getTracer());
+                    metadataPageManagerFactory, serviceCtx.getTracer(), nullTypeTraits, nullIntrospector);
         }
     }
 
@@ -140,14 +164,15 @@
         for (ITypeTraits tt : tokenTypeTraits) {
             tokenTypeTraitsArray.add(tt.toJson(registry));
         }
-        jsonObject.set("tokenTypeTraits", tokenTypeTraitsArray);
+        jsonObject.set(TOKEN_TYPE_TRAITS, tokenTypeTraitsArray);
         final ArrayNode tokenCmpFactoriesArray = OBJECT_MAPPER.createArrayNode();
         for (IBinaryComparatorFactory factory : tokenCmpFactories) {
             tokenCmpFactoriesArray.add(factory.toJson(registry));
         }
-        jsonObject.set("tokenCmpFactories", tokenCmpFactoriesArray);
+        jsonObject.set(TOKEN_CMP_FACTORIES, tokenCmpFactoriesArray);
         jsonObject.set("tokenizerFactory", tokenizerFactory.toJson(registry));
-        jsonObject.put("isPartitioned", isPartitioned);
+        jsonObject.set(FULL_TEXT_CONFIG_EVALUATOR_FACTORY, fullTextConfigEvaluatorFactory.toJson(registry));
+        jsonObject.put(IS_PARTITIONED, isPartitioned);
         jsonObject.putPOJO("invertedIndexFields", invertedIndexFields);
         jsonObject.putPOJO("filterFieldsForNonBulkLoadOps", filterFieldsForNonBulkLoadOps);
         jsonObject.putPOJO("invertedIndexFieldsForNonBulkLoadOps", invertedIndexFieldsForNonBulkLoadOps);
@@ -173,7 +198,17 @@
                 tokenCmpFactoriesList.toArray(new IBinaryComparatorFactory[0]);
         final IBinaryTokenizerFactory tokenizerFactory =
                 (IBinaryTokenizerFactory) registry.deserialize(json.get("tokenizerFactory"));
-        final boolean isPartitioned = json.get("isPartitioned").asBoolean();
+
+        final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
+        // back-compatible: the local resource in an older version of AsterixDB may not contain the newly added fullTextConfigFactory
+        if (json.has(FULL_TEXT_CONFIG_EVALUATOR_FACTORY)) {
+            fullTextConfigEvaluatorFactory = (IFullTextConfigEvaluatorFactory) registry
+                    .deserialize(json.get(FULL_TEXT_CONFIG_EVALUATOR_FACTORY));
+        } else {
+            fullTextConfigEvaluatorFactory = FullTextConfigEvaluatorFactory.getDefaultFactory();
+        }
+
+        final boolean isPartitioned = json.get(IS_PARTITIONED).asBoolean();
         final int[] invertedIndexFields = OBJECT_MAPPER.convertValue(json.get("invertedIndexFields"), int[].class);
         final int[] filterFieldsForNonBulkLoadOps =
                 OBJECT_MAPPER.convertValue(json.get("filterFieldsForNonBulkLoadOps"), int[].class);
@@ -181,7 +216,7 @@
                 OBJECT_MAPPER.convertValue(json.get("invertedIndexFieldsForNonBulkLoadOps"), int[].class);
         final double bloomFilterFalsePositiveRate = json.get("bloomFilterFalsePositiveRate").asDouble();
         return new LSMInvertedIndexLocalResource(registry, json, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                isPartitioned, invertedIndexFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
-                bloomFilterFalsePositiveRate);
+                fullTextConfigEvaluatorFactory, isPartitioned, invertedIndexFields, filterFieldsForNonBulkLoadOps,
+                invertedIndexFieldsForNonBulkLoadOps, bloomFilterFalsePositiveRate);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResourceFactory.java
index c36e8d3..395331f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexLocalResourceFactory.java
@@ -24,6 +24,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
@@ -31,6 +32,7 @@
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMPageWriteCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
 import org.apache.hyracks.storage.am.lsm.common.dataflow.LsmResourceFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.common.IResource;
 import org.apache.hyracks.storage.common.IStorageManager;
@@ -46,24 +48,32 @@
     private final int[] filterFieldsForNonBulkLoadOps;
     private final int[] invertedIndexFieldsForNonBulkLoadOps;
     private final double bloomFilterFalsePositiveRate;
+    private final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
 
     public LSMInvertedIndexLocalResourceFactory(IStorageManager storageManager, ITypeTraits[] typeTraits,
+            // Inherited fields
             IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
             ILSMOperationTrackerFactory opTrackerFactory, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             IMetadataPageManagerFactory metadataPageManagerFactory, IVirtualBufferCacheProvider vbcProvider,
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
-            Map<String, String> mergePolicyProperties, boolean durable, ITypeTraits[] tokenTypeTraits,
-            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            Map<String, String> mergePolicyProperties, boolean durable,
+            // New fields
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
             boolean isPartitioned, int[] invertedIndexFields, int[] filterFieldsForNonBulkLoadOps,
-            int[] invertedIndexFieldsForNonBulkLoadOps, double bloomFilterFalsePositiveRate) {
+            int[] invertedIndexFieldsForNonBulkLoadOps, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
+        // ToDo: totally replace tokenizerFactory with full-text config
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.isPartitioned = isPartitioned;
         this.invertedIndexFields = invertedIndexFields;
         this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
@@ -77,8 +87,9 @@
                 filterTypeTraits, filterCmpFactories, filterFields, opTrackerProvider, ioOpCallbackFactory,
                 pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
                 mergePolicyFactory, mergePolicyProperties, durable, tokenTypeTraits, tokenCmpFactories,
-                tokenizerFactory, isPartitioned, invertedIndexFields, filterFieldsForNonBulkLoadOps,
-                invertedIndexFieldsForNonBulkLoadOps, bloomFilterFalsePositiveRate);
+                tokenizerFactory, fullTextConfigEvaluatorFactory, isPartitioned, invertedIndexFields,
+                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, bloomFilterFalsePositiveRate,
+                nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
index 13a649d..b5b951d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
@@ -31,6 +31,7 @@
 import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public class LSMInvertedIndexSearchOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
@@ -41,9 +42,11 @@
     private final int[] minFilterFieldIndexes;
     private final int[] maxFilterFieldIndexes;
     private final boolean appendIndexFilter;
+    private final IMissingWriterFactory nonFilterWriterFactory;
     private final boolean isFullTextSearchQuery;
     private final IIndexDataflowHelperFactory indexHelperFactory;
     private final IBinaryTokenizerFactory queryTokenizerFactory;
+    private final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     private final boolean retainInput;
     private final boolean retainMissing;
     private final IMissingWriterFactory missingWriterFactory;
@@ -54,14 +57,16 @@
 
     public LSMInvertedIndexSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor outRecDesc,
             int queryField, IIndexDataflowHelperFactory indexHelperFactory,
-            IBinaryTokenizerFactory queryTokenizerFactory, IInvertedIndexSearchModifierFactory searchModifierFactory,
-            boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
-            ISearchOperationCallbackFactory searchCallbackFactory, int[] minFilterFieldIndexes,
-            int[] maxFilterFieldIndexes, boolean isFullTextSearchQuery, int numOfFields, boolean appendIndexFilter,
-            int frameLimit) {
+            IBinaryTokenizerFactory queryTokenizerFactory,
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            IInvertedIndexSearchModifierFactory searchModifierFactory, boolean retainInput, boolean retainMissing,
+            IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
+            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes, boolean isFullTextSearchQuery, int numOfFields,
+            boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory, int frameLimit) {
         super(spec, 1, 1);
         this.indexHelperFactory = indexHelperFactory;
         this.queryTokenizerFactory = queryTokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.queryField = queryField;
         this.retainInput = retainInput;
         this.retainMissing = retainMissing;
@@ -72,6 +77,7 @@
         this.maxFilterFieldIndexes = maxFilterFieldIndexes;
         this.isFullTextSearchQuery = isFullTextSearchQuery;
         this.appendIndexFilter = appendIndexFilter;
+        this.nonFilterWriterFactory = nonFilterWriterFactory;
         this.numOfFields = numOfFields;
         this.outRecDescs[0] = outRecDesc;
         this.frameLimit = frameLimit;
@@ -84,7 +90,7 @@
         return new LSMInvertedIndexSearchOperatorNodePushable(ctx,
                 recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), partition, minFilterFieldIndexes,
                 maxFilterFieldIndexes, indexHelperFactory, retainInput, retainMissing, missingWriterFactory,
-                searchCallbackFactory, searchModifier, queryTokenizerFactory, queryField, isFullTextSearchQuery,
-                numOfFields, appendIndexFilter, frameLimit);
+                searchCallbackFactory, searchModifier, queryTokenizerFactory, fullTextConfigEvaluatorFactory,
+                queryField, isFullTextSearchQuery, numOfFields, appendIndexFilter, nonFilterWriterFactory, frameLimit);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
index a27dea7..571ae5c 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
@@ -34,7 +34,10 @@
 import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
 import org.apache.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.common.IIndexAccessParameters;
 import org.apache.hyracks.storage.common.ISearchPredicate;
@@ -43,6 +46,7 @@
 
     protected final IInvertedIndexSearchModifier searchModifier;
     protected final IBinaryTokenizerFactory binaryTokenizerFactory;
+    protected final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     protected final int queryFieldIndex;
     protected final int numOfFields;
     // Keeps the information whether the given query is a full-text search or not.
@@ -57,12 +61,15 @@
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
             IInvertedIndexSearchModifier searchModifier, IBinaryTokenizerFactory binaryTokenizerFactory,
-            int queryFieldIndex, boolean isFullTextSearchQuery, int numOfFields, boolean appendIndexFilter,
-            int frameLimit) throws HyracksDataException {
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, int queryFieldIndex,
+            boolean isFullTextSearchQuery, int numOfFields, boolean appendIndexFilter,
+            IMissingWriterFactory nonFilterWriterFactory, int frameLimit) throws HyracksDataException {
         super(ctx, inputRecDesc, partition, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter);
+                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter,
+                nonFilterWriterFactory);
         this.searchModifier = searchModifier;
         this.binaryTokenizerFactory = binaryTokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.queryFieldIndex = queryFieldIndex;
         this.isFullTextSearchQuery = isFullTextSearchQuery;
         // If retainInput is true, the frameTuple is created in IndexSearchOperatorNodePushable.open().
@@ -79,7 +86,11 @@
 
     @Override
     protected ISearchPredicate createSearchPredicate() {
-        return new InvertedIndexSearchPredicate(binaryTokenizerFactory.createTokenizer(), searchModifier, minFilterKey,
+        IBinaryTokenizer tokenizer = binaryTokenizerFactory.createTokenizer();
+        IFullTextConfigEvaluator fullTextConfigEvaluator =
+                fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
+
+        return new InvertedIndexSearchPredicate(tokenizer, fullTextConfigEvaluator, searchModifier, minFilterKey,
                 maxFilterKey, isFullTextSearchQuery);
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluator.java
new file mode 100644
index 0000000..50d87b5
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+public abstract class AbstractFullTextFilterEvaluator implements IFullTextFilterEvaluator {
+
+    protected final String name;
+    protected final FullTextFilterType type;
+
+    public AbstractFullTextFilterEvaluator(String name, FullTextFilterType type) {
+        this.name = name;
+        this.type = type;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public FullTextFilterType getFilterType() {
+        return type;
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluatorFactory.java
new file mode 100644
index 0000000..76a20b7
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/AbstractFullTextFilterEvaluatorFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+public abstract class AbstractFullTextFilterEvaluatorFactory implements IFullTextFilterEvaluatorFactory {
+    private static final long serialVersionUID = 3535472161323149351L;
+
+    protected final String name;
+    protected final FullTextFilterType type;
+    protected static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+    protected AbstractFullTextFilterEvaluatorFactory(String name, FullTextFilterType type) {
+        this.name = name;
+        this.type = type;
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluator.java
new file mode 100644
index 0000000..6805c43
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluator.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+import com.google.common.collect.ImmutableList;
+
+// FullTextConfigEvaluator is a run-time evaluator while the IFullTextConfigDescriptor is a compile-time descriptor
+//
+// The descriptor is responsible for serialization (i.e. distributed from the CC to NC)
+// and Metadata translator (i.e. be written to the metadata catalog)
+// And the analyzer is to process the tokens in each NC at run-time
+public class FullTextConfigEvaluator implements IFullTextConfigEvaluator {
+
+    // name is not necessary for run-time token processing, however, let's keep this field for debugging purpose
+    // The name of the evaluator is supposed to have the dataverse name and the name of the full-text config descriptor
+    private final String name;
+    // Due to the limitation of existing code (e.g. some call sites assume the input has a Asterix type tag while some don't),
+    // we may need to replace the tokenizer on-the-fly in certain call sites.
+    // So this field is not final
+    private IBinaryTokenizer tokenizer;
+    private final ImmutableList<IFullTextFilterEvaluator> filters;
+
+    private IToken currentToken;
+    private IToken nextToken;
+
+    public FullTextConfigEvaluator(String name, TokenizerCategory tokenizerCategory,
+            ImmutableList<IFullTextFilterEvaluator> filters) {
+        this.name = name;
+        this.filters = filters;
+
+        switch (tokenizerCategory) {
+            case WORD:
+                // Currently, the tokenizer will be set later after the analyzer created
+                // This is because the tokenizer logic is complex,
+                // and we are already using a dedicated tokenizer factory to create tokenizer.
+                // One tricky part of tokenizer is that it can be call-site specific, e.g. the string in some call-site
+                // has the ATypeTag.String in the beginning of its byte array, and some doesn't,
+                // so if we only know the category of the tokenizer, e.g. a WORD tokenizer,
+                // we still cannot create a suitable tokenizer here as the tokenizer factory does.
+                //
+                // Finally we should get rid of the dedicated tokenizer factory and put its related logic
+                // in the full-text descriptor and analyzer
+                this.tokenizer = null;
+                break;
+            case NGRAM:
+            default:
+                throw new IllegalArgumentException();
+        }
+    }
+
+    @Override
+    public IBinaryTokenizer getTokenizer() {
+        return tokenizer;
+    }
+
+    @Override
+    public TokenizerCategory getTokenizerCategory() {
+        return tokenizer.getTokenizerCategory();
+    }
+
+    @Override
+    public void setTokenizer(IBinaryTokenizer tokenizer) {
+        this.tokenizer = tokenizer;
+    }
+
+    @Override
+    public String getName() {
+        return name;
+    }
+
+    @Override
+    public void reset(byte[] data, int start, int length) {
+        currentToken = null;
+        nextToken = null;
+        tokenizer.reset(data, start, length);
+    }
+
+    @Override
+    public IToken getToken() {
+        return currentToken;
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (nextToken != null) {
+            return true;
+        }
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            IToken candidateToken = tokenizer.getToken();
+            for (IFullTextFilterEvaluator filter : filters) {
+                // ToDo: Tokenizer of TokenizerType.List would return strings starting with the length,
+                // e.g. 8database where 8 is the length
+                // Should we let TokenizerType.List returns the same thing as TokenizerType.String to make things easier?
+                // If so, we need to remove the length in the input string in all the call site of the tokenizer
+                // Otherwise, filters need tokenizer.getTokenizerType to decide if they need to remove the length themselves
+                candidateToken = filter.processToken(tokenizer.getTokenizerType(), candidateToken);
+                // null means the token is removed, i.e. it is a stopword
+                if (candidateToken == null) {
+                    break;
+                }
+            }
+
+            if (candidateToken != null) {
+                nextToken = candidateToken;
+                break;
+            }
+        }
+
+        return nextToken != null;
+    }
+
+    @Override
+    public void next() {
+        currentToken = nextToken;
+        nextToken = null;
+    }
+
+    @Override
+    public int getTokensCount() {
+        return tokenizer.getTokensCount();
+    }
+
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluatorFactory.java
new file mode 100644
index 0000000..cb7c86a
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextConfigEvaluatorFactory.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IJsonSerializable;
+import org.apache.hyracks.api.io.IPersistedResourceRegistry;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import com.google.common.collect.ImmutableList;
+
+public class FullTextConfigEvaluatorFactory implements IFullTextConfigEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final String name;
+    private final TokenizerCategory tokenizerCategory;
+    private final ImmutableList<IFullTextFilterEvaluatorFactory> filters;
+
+    public FullTextConfigEvaluatorFactory(String name, TokenizerCategory tokenizerCategory,
+            ImmutableList<IFullTextFilterEvaluatorFactory> filters) {
+        this.name = name;
+        this.tokenizerCategory = tokenizerCategory;
+        this.filters = filters;
+    }
+
+    @Override
+    public IFullTextConfigEvaluator createFullTextConfigEvaluator() {
+        ImmutableList.Builder<IFullTextFilterEvaluator> filterEvaluatorsBuilder = ImmutableList.builder();
+        for (IFullTextFilterEvaluatorFactory factory : filters) {
+            filterEvaluatorsBuilder.add(factory.createFullTextFilterEvaluator());
+        }
+        return new FullTextConfigEvaluator(name, tokenizerCategory, filterEvaluatorsBuilder.build());
+    }
+
+    public static IFullTextConfigEvaluatorFactory getDefaultFactory() {
+        return new FullTextConfigEvaluatorFactory("default_config_evaluator_factory", TokenizerCategory.WORD,
+                ImmutableList.of());
+    }
+
+    private static final String FIELD_NAME = "name";
+    private static final String FIELD_TOKENIZER_CATEGORY = "tokenizerCategory";
+    private static final String FIELD_FILTERS = "filters";
+    protected static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+    @Override
+    public JsonNode toJson(IPersistedResourceRegistry registry) throws HyracksDataException {
+        final ObjectNode json = registry.getClassIdentifier(getClass(), serialVersionUID);
+        json.put(FIELD_NAME, name);
+        json.put(FIELD_TOKENIZER_CATEGORY, tokenizerCategory.toString());
+
+        final ArrayNode filterArray = OBJECT_MAPPER.createArrayNode();
+        for (IFullTextFilterEvaluatorFactory filter : filters) {
+            filterArray.add(filter.toJson(registry));
+        }
+        json.set(FIELD_FILTERS, filterArray);
+
+        return json;
+    }
+
+    public static IJsonSerializable fromJson(IPersistedResourceRegistry registry, JsonNode json)
+            throws HyracksDataException {
+        final String name = json.get(FIELD_NAME).asText();
+        final String tokenizerCategoryStr = json.get(FIELD_TOKENIZER_CATEGORY).asText();
+        TokenizerCategory tc = TokenizerCategory.getEnumIgnoreCase(tokenizerCategoryStr);
+
+        ArrayNode filtersJsonNode = (ArrayNode) json.get(FIELD_FILTERS);
+        ImmutableList.Builder<IFullTextFilterEvaluatorFactory> filtersBuilder = ImmutableList.builder();
+        for (int i = 0; i < filtersJsonNode.size(); i++) {
+            filtersBuilder.add((IFullTextFilterEvaluatorFactory) registry.deserialize(filtersJsonNode.get(i)));
+        }
+        return new FullTextConfigEvaluatorFactory(name, tc, filtersBuilder.build());
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextFilterType.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextFilterType.java
new file mode 100644
index 0000000..abfd753
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/FullTextFilterType.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.commons.lang3.EnumUtils;
+
+public enum FullTextFilterType {
+    STOPWORDS("Stopwords"),
+    SYNONYM("Synonym"),
+    STEMMER("Stemmer");
+
+    private final String value;
+
+    FullTextFilterType(String value) {
+        this.value = value;
+    }
+
+    public String getValue() {
+        return value;
+    }
+
+    public static FullTextFilterType getEnumIgnoreCase(String str) {
+        FullTextFilterType type = EnumUtils.getEnumIgnoreCase(FullTextFilterType.class, str);
+
+        if (type == null) {
+            throw new IllegalArgumentException("Cannot convert string " + str + " to FullTextFilterType!");
+        }
+        return type;
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluator.java
new file mode 100644
index 0000000..94ee693
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluator.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+public interface IFullTextConfigEvaluator {
+    String getName();
+
+    TokenizerCategory getTokenizerCategory();
+
+    void setTokenizer(IBinaryTokenizer tokenizer);
+
+    void reset(byte[] data, int start, int length);
+
+    // ToDo: wrap the tokenizer and filters into a dedicated Java class
+    // so that at runtime the operators (evaluators) don't touch the usedByIndices filed
+    // That means, the usedByIndices field should be modified via MetadataManager only at compile time
+    IBinaryTokenizer getTokenizer();
+
+    IToken getToken();
+
+    boolean hasNext();
+
+    void next();
+
+    // Get the total number of tokens
+    // Currently, it returns the number of tokens in the original text, that means stopwords are still counted
+    int getTokensCount();
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluatorFactory.java
new file mode 100644
index 0000000..9469b66
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextConfigEvaluatorFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IJsonSerializable;
+
+public interface IFullTextConfigEvaluatorFactory extends Serializable, IJsonSerializable {
+    IFullTextConfigEvaluator createFullTextConfigEvaluator();
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluator.java
new file mode 100644
index 0000000..9c36ea3
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluator.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo;
+
+// Full-text filter evaluator that process tokens
+// Such an evaluator is created via IFullTextFilterEvaluatorFactory,
+// and the run-time evaluator factory is created from IFullTextFilterDescriptor which is a compile-time concept.
+public interface IFullTextFilterEvaluator {
+    IToken processToken(TokenizerInfo.TokenizerType tokenizerType, IToken token);
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluatorFactory.java
new file mode 100644
index 0000000..7f77e0f
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/IFullTextFilterEvaluatorFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IJsonSerializable;
+
+// This full-text filter evaluator factory would to be stored in the index local resource,
+// so it needs to be IJsonSerializable.
+// Also, it would to be distributed from CC (compile-time) to NC (run-time), so it needs to be Serializable.
+//
+// Such a IFullTextFilterEvaluatorFactory should always be wrapped in a IFullTextConfigEvaluatorFactory
+// because filter cannot live without a config: a full-text config is responsible to tokenize strings
+// and then feed the tokens into the filters.
+public interface IFullTextFilterEvaluatorFactory extends IJsonSerializable, Serializable {
+    IFullTextFilterEvaluator createFullTextFilterEvaluator();
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluator.java
new file mode 100644
index 0000000..da5fbb0
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluator.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import java.util.List;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+import com.google.common.collect.ImmutableList;
+
+public class StopwordsFullTextFilterEvaluator extends AbstractFullTextFilterEvaluator {
+
+    private final ImmutableList<String> stopwordList;
+
+    public StopwordsFullTextFilterEvaluator(String name, ImmutableList<String> stopwordList) {
+        super(name, FullTextFilterType.STOPWORDS);
+        this.stopwordList = stopwordList;
+    }
+
+    public List<String> getStopwordList() {
+        return stopwordList;
+    }
+
+    @Override
+    public IToken processToken(TokenizerInfo.TokenizerType tokenizerType, IToken token) {
+        int start = token.getStartOffset();
+        int length = token.getTokenLength();
+
+        // The List tokenizer returns token starting with the token length,
+        // e.g. 8database where the byte of value 8 means the token has a length of 8
+        // We need to skip the length to fetch the pure string (e.g. "database" without 8)
+        if (tokenizerType == TokenizerInfo.TokenizerType.LIST) {
+            int numBytesToStoreLength = UTF8StringUtil
+                    .getNumBytesToStoreLength(UTF8StringUtil.getUTFLength(token.getData(), token.getStartOffset()));
+            start += numBytesToStoreLength;
+            length -= numBytesToStoreLength;
+        }
+
+        String str = UTF8StringUtil.getUTF8StringInArray(token.getData(), start, length);
+        if (stopwordList.contains(str)) {
+            return null;
+        }
+
+        return token;
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluatorFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluatorFactory.java
new file mode 100644
index 0000000..b31aa17
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/StopwordsFullTextFilterEvaluatorFactory.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IJsonSerializable;
+import org.apache.hyracks.api.io.IPersistedResourceRegistry;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import com.google.common.collect.ImmutableList;
+
+public class StopwordsFullTextFilterEvaluatorFactory extends AbstractFullTextFilterEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final ImmutableList<String> stopwordList;
+    private static final String STOPWORDS_FILTER_NAME = "stopwordsFilterName";
+    private static final String STOPWORDS_LIST = "stopwordsList";
+
+    public StopwordsFullTextFilterEvaluatorFactory(String name, ImmutableList<String> stopwordList) {
+        super(name, FullTextFilterType.STOPWORDS);
+        this.stopwordList = stopwordList;
+    }
+
+    @Override
+    public IFullTextFilterEvaluator createFullTextFilterEvaluator() {
+        return new StopwordsFullTextFilterEvaluator(name, stopwordList);
+    }
+
+    // ToDo: extract the common logics to a dedicated helper or utilization class after more filters are implemented
+    @Override
+    public JsonNode toJson(IPersistedResourceRegistry registry) throws HyracksDataException {
+        final ObjectNode json = registry.getClassIdentifier(getClass(), this.serialVersionUID);
+        json.put(STOPWORDS_FILTER_NAME, name);
+
+        ArrayNode stopwordsArrayNode = OBJECT_MAPPER.createArrayNode();
+        for (String s : stopwordList) {
+            stopwordsArrayNode.add(s);
+        }
+        json.set(STOPWORDS_LIST, stopwordsArrayNode);
+
+        return json;
+    }
+
+    public static IJsonSerializable fromJson(IPersistedResourceRegistry registry, JsonNode json)
+            throws HyracksDataException {
+        final String name = json.get(STOPWORDS_FILTER_NAME).asText();
+
+        // ToDo: create a new function to extract a list from json
+        ImmutableList.Builder<String> stopwordsBuilder = ImmutableList.<String> builder();
+        JsonNode stopwordsArrayNode = json.get(STOPWORDS_LIST);
+        for (int i = 0; i < stopwordsArrayNode.size(); i++) {
+            stopwordsBuilder.add(stopwordsArrayNode.get(i).asText());
+        }
+        ImmutableList<String> stopwords = stopwordsBuilder.build();
+
+        return new StopwordsFullTextFilterEvaluatorFactory(name, stopwords);
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/TokenizerCategory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/TokenizerCategory.java
new file mode 100644
index 0000000..9c9b1a1
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/fulltext/TokenizerCategory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.fulltext;
+
+import org.apache.commons.lang3.EnumUtils;
+
+public enum TokenizerCategory {
+    NGRAM,
+    WORD;
+
+    public static TokenizerCategory getEnumIgnoreCase(String str) {
+        return EnumUtils.getEnumIgnoreCase(TokenizerCategory.class, str);
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/AbstractOnDiskInvertedListCursor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/AbstractOnDiskInvertedListCursor.java
index 7ec6ce2..9886da4 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/AbstractOnDiskInvertedListCursor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/AbstractOnDiskInvertedListCursor.java
@@ -36,6 +36,7 @@
 import org.apache.hyracks.dataflow.common.utils.TaskUtil;
 import org.apache.hyracks.dataflow.std.buffermanager.ISimpleFrameBufferManager;
 import org.apache.hyracks.dataflow.std.buffermanager.SingleFrameBufferManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
@@ -68,6 +69,8 @@
     protected int bufferNumLoadedPages;
 
     protected final IInvertedListTupleReference tuple;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
     protected final ITypeTraits[] invListFields;
     protected ICachedPage page;
     // buffer manager to conform to the memory budget
@@ -79,19 +82,22 @@
     protected final IIndexCursorStats stats;
 
     protected AbstractOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields,
-            IHyracksTaskContext ctx, IIndexCursorStats stats) throws HyracksDataException {
-        this(bufferCache, fileId, invListFields, ctx, stats, false);
+            IHyracksTaskContext ctx, IIndexCursorStats stats, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
+        this(bufferCache, fileId, invListFields, ctx, stats, false, nullTypeTraits, nullIntrospector);
     }
 
     protected AbstractOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields,
-            IIndexCursorStats stats) throws HyracksDataException {
-        this(bufferCache, fileId, invListFields, null, stats, true);
+            IIndexCursorStats stats, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
+        this(bufferCache, fileId, invListFields, null, stats, true, nullTypeTraits, nullIntrospector);
     }
 
     // If isScan, use the SingleFrameBufferManager to minimize memory cost by allocating only one memory frame,
     // elsewhere use a regular buffer manager
     protected AbstractOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields,
-            IHyracksTaskContext ctx, IIndexCursorStats stats, boolean isScan) throws HyracksDataException {
+            IHyracksTaskContext ctx, IIndexCursorStats stats, boolean isScan, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         this.bufferCache = bufferCache;
         this.fileId = fileId;
 
@@ -104,7 +110,7 @@
         this.lastRandomSearchedElementIx = 0;
         this.moreBlocksToRead = true;
         this.invListFields = invListFields;
-        this.tuple = InvertedIndexUtils.createInvertedListTupleReference(invListFields);
+        this.tuple = InvertedIndexUtils.createInvertedListTupleReference(invListFields, nullTypeTraits);
         this.buffers = new ArrayList<ByteBuffer>();
         if (ctx == null && !isScan) {
             throw HyracksDataException.create(ErrorCode.CANNOT_CONTINUE_TEXT_SEARCH_HYRACKS_TASK_IS_NULL);
@@ -118,6 +124,8 @@
             this.bufferManagerForSearch = new SingleFrameBufferManager();
         }
         this.stats = stats;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     /**
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
index f8ad664..a828d22 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
@@ -35,6 +35,7 @@
 import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
 import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.impls.NoOpIndexAccessParameters;
 import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import org.apache.hyracks.storage.am.lsm.common.api.IComponentFilterHelper;
@@ -60,6 +61,7 @@
 import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
 import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndexAccessor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
@@ -82,6 +84,7 @@
     private static final Logger LOGGER = LogManager.getLogger();
 
     protected final IBinaryTokenizerFactory tokenizerFactory;
+    protected final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
 
     // Type traits and comparators for tokens and inverted-list elements.
     protected final ITypeTraits[] invListTypeTraits;
@@ -90,6 +93,8 @@
     protected final IBinaryComparatorFactory[] tokenCmpFactories;
     private final int[] filterFieldsForNonBulkLoadOps;
     private final int[] invertedIndexFieldsForNonBulkLoadOps;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
     public LSMInvertedIndex(IIOManager ioManager, List<IVirtualBufferCache> virtualBufferCaches,
             ILSMDiskComponentFactory componentFactory, IComponentFilterHelper filterHelper,
@@ -97,22 +102,26 @@
             double bloomFilterFalsePositiveRate, IBufferCache diskBufferCache, ILSMIndexFileManager fileManager,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
-            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
-            ILSMPageWriteCallbackFactory pageWriteCallbackFactory, int[] invertedIndexFields, int[] filterFields,
-            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable,
-            ITracer tracer) throws HyracksDataException {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
+            int[] invertedIndexFields, int[] filterFields, int[] filterFieldsForNonBulkLoadOps,
+            int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable, ITracer tracer, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         super(ioManager, virtualBufferCaches, diskBufferCache, fileManager, bloomFilterFalsePositiveRate, mergePolicy,
                 opTracker, ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, componentFactory,
                 componentFactory, filterFrameFactory, filterManager, filterFields, durable, filterHelper,
                 invertedIndexFields, tracer);
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         this.invListTypeTraits = invListTypeTraits;
         this.invListCmpFactories = invListCmpFactories;
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
         this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+        this.nullIntrospector = nullIntrospector;
+        this.nullTypeTraits = nullTypeTraits;
         int i = 0;
         for (IVirtualBufferCache virtualBufferCache : virtualBufferCaches) {
             InMemoryInvertedIndex memInvIndex =
@@ -120,7 +129,8 @@
             BTree deleteKeysBTree =
                     BTreeUtils.createBTree(virtualBufferCache, new VirtualFreePageManager(virtualBufferCache),
                             invListTypeTraits, invListCmpFactories, BTreeLeafFrameType.REGULAR_NSM,
-                            ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_del_" + i), false);
+                            ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_del_" + i), false,
+                            nullTypeTraits, nullIntrospector);
             LSMInvertedIndexMemoryComponent mutableComponent = new LSMInvertedIndexMemoryComponent(this, memInvIndex,
                     deleteKeysBTree, virtualBufferCache, filterHelper == null ? null : filterHelper.createFilter());
             memoryComponents.add(mutableComponent);
@@ -406,7 +416,9 @@
             VirtualFreePageManager virtualFreePageManager, int id) throws HyracksDataException {
         return InvertedIndexUtils.createInMemoryBTreeInvertedindex(virtualBufferCache, virtualFreePageManager,
                 invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_vocab_" + id));
+                fullTextConfigEvaluatorFactory,
+                ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_vocab_" + id), nullTypeTraits,
+                nullIntrospector);
     }
 
     @Override
@@ -440,6 +452,16 @@
         return tokenCmpFactories;
     }
 
+    @Override
+    public ITypeTraits getNullTypeTraits() {
+        return nullTypeTraits;
+    }
+
+    @Override
+    public INullIntrospector getNullIntrospector() {
+        return nullIntrospector;
+    }
+
     public IBinaryTokenizerFactory getTokenizerFactory() {
         return tokenizerFactory;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
index 23d6221..a801146 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.common.api.IComponentFilterHelper;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMDiskComponentFactory;
@@ -37,6 +38,7 @@
 import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
 import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualFreePageManager;
 import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
@@ -51,16 +53,18 @@
             double bloomFilterFalsePositiveRate, IBufferCache diskBufferCache, ILSMIndexFileManager fileManager,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
-            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
-            ILSMPageWriteCallbackFactory pageWriteCallbackFactory, int[] invertedIndexFields, int[] filterFields,
-            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable,
-            ITracer tracer) throws HyracksDataException {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
+            int[] invertedIndexFields, int[] filterFields, int[] filterFieldsForNonBulkLoadOps,
+            int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable, ITracer tracer, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         super(ioManager, virtualBufferCaches, componentFactory, filterHelper, filterFrameFactory, filterManager,
                 bloomFilterFalsePositiveRate, diskBufferCache, fileManager, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, mergePolicy, opTracker, ioScheduler,
-                ioOpCallbackFactory, pageWriteCallbackFactory, invertedIndexFields, filterFields,
-                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable, tracer);
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory, mergePolicy,
+                opTracker, ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, invertedIndexFields,
+                filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable, tracer,
+                nullTypeTraits, nullIntrospector);
     }
 
     @Override
@@ -68,7 +72,9 @@
             VirtualFreePageManager virtualFreePageManager, int id) throws HyracksDataException {
         return InvertedIndexUtils.createPartitionedInMemoryBTreeInvertedindex(virtualBufferCache,
                 virtualFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
-                tokenizerFactory, ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_vocab_" + id));
+                tokenizerFactory, fullTextConfigEvaluatorFactory,
+                ioManager.resolveAbsolutePath(fileManager.getBaseDir() + "_virtual_vocab_" + id), nullTypeTraits,
+                nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
index 45e08ce..7ee6af8 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
@@ -31,10 +31,12 @@
 import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
 import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManager;
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInPlaceInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.common.IIndexAccessParameters;
 import org.apache.hyracks.storage.common.IIndexBulkLoader;
@@ -50,19 +52,25 @@
     protected final ITypeTraits[] invListTypeTraits;
     protected final IBinaryComparatorFactory[] invListCmpFactories;
     protected final IBinaryTokenizerFactory tokenizerFactory;
+    protected final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
 
     protected final ITypeTraits[] btreeTypeTraits;
     protected final IBinaryComparatorFactory[] btreeCmpFactories;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
     public InMemoryInvertedIndex(IBufferCache virtualBufferCache, IPageManager virtualFreePageManager,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory, FileReference btreeFileRef) throws HyracksDataException {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            FileReference btreeFileRef, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.invListTypeTraits = invListTypeTraits;
         this.invListCmpFactories = invListCmpFactories;
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
         // BTree tuples: <tokens, inverted-list elements>.
         int numBTreeFields = tokenTypeTraits.length + invListTypeTraits.length;
         btreeTypeTraits = new ITypeTraits[numBTreeFields];
@@ -75,8 +83,11 @@
             btreeTypeTraits[tokenTypeTraits.length + i] = invListTypeTraits[i];
             btreeCmpFactories[tokenTypeTraits.length + i] = invListCmpFactories[i];
         }
-        this.btree = BTreeUtils.createBTree(virtualBufferCache, virtualFreePageManager, btreeTypeTraits,
-                btreeCmpFactories, BTreeLeafFrameType.REGULAR_NSM, btreeFileRef, false);
+        this.btree =
+                BTreeUtils.createBTree(virtualBufferCache, virtualFreePageManager, btreeTypeTraits, btreeCmpFactories,
+                        BTreeLeafFrameType.REGULAR_NSM, btreeFileRef, false, nullTypeTraits, nullIntrospector);
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -174,7 +185,8 @@
     @Override
     public InMemoryInvertedIndexAccessor createAccessor(IIndexAccessParameters iap) throws HyracksDataException {
         return new InMemoryInvertedIndexAccessor(this,
-                new InMemoryInvertedIndexOpContext(btree, tokenCmpFactories, tokenizerFactory),
+                new InMemoryInvertedIndexOpContext(btree, tokenCmpFactories, tokenizerFactory,
+                        fullTextConfigEvaluatorFactory),
                 (IHyracksTaskContext) iap.getParameters().get(HyracksConstants.HYRACKS_TASK_CONTEXT));
     }
 
@@ -214,6 +226,16 @@
     }
 
     @Override
+    public ITypeTraits getNullTypeTraits() {
+        return nullTypeTraits;
+    }
+
+    @Override
+    public INullIntrospector getNullIntrospector() {
+        return nullIntrospector;
+    }
+
+    @Override
     public int getNumOfFilterFields() {
         return 0;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
index 0457b46..1a52d2e 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
@@ -27,6 +27,8 @@
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
 import org.apache.hyracks.storage.am.common.impls.NoOpIndexAccessParameters;
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexTokenizingTupleIterator;
@@ -46,14 +48,16 @@
 
     // To generate in-memory BTree tuples for insertions.
     private final IBinaryTokenizerFactory tokenizerFactory;
+    private final IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory;
     private InvertedIndexTokenizingTupleIterator tupleIter;
     private boolean destroyed = false;
 
     InMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory) {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory) {
         this.btree = btree;
         this.tokenCmpFactories = tokenCmpFactories;
         this.tokenizerFactory = tokenizerFactory;
+        this.fullTextConfigEvaluatorFactory = fullTextConfigEvaluatorFactory;
     }
 
     @Override
@@ -93,9 +97,11 @@
     }
 
     protected void setTokenizingTupleIterator() {
-        IBinaryTokenizer tokenizer = getTokenizerFactory().createTokenizer();
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        IFullTextConfigEvaluator fullTextConfigEvaluator =
+                fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
         tupleIter = new InvertedIndexTokenizingTupleIterator(tokenCmpFactories.length,
-                btree.getFieldCount() - tokenCmpFactories.length, tokenizer);
+                btree.getFieldCount() - tokenCmpFactories.length, tokenizer, fullTextConfigEvaluator);
     }
 
     public InvertedIndexTokenizingTupleIterator getTupleIter() {
@@ -122,6 +128,10 @@
         return tokenizerFactory;
     }
 
+    public IFullTextConfigEvaluatorFactory getFullTextConfigEvaluatorFactory() {
+        return fullTextConfigEvaluatorFactory;
+    }
+
     public void setTupleIter(InvertedIndexTokenizingTupleIterator tupleIter) {
         this.tupleIter = tupleIter;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
index 806bbf5..e3bce41 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
@@ -27,10 +27,12 @@
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManager;
 import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
@@ -47,9 +49,12 @@
     public PartitionedInMemoryInvertedIndex(IBufferCache memBufferCache, IPageManager memFreePageManager,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory, FileReference btreeFileRef) throws HyracksDataException {
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory,
+            FileReference btreeFileRef, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         super(memBufferCache, memFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                tokenCmpFactories, tokenizerFactory, btreeFileRef);
+                tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory, btreeFileRef, nullTypeTraits,
+                nullIntrospector);
     }
 
     @Override
@@ -86,8 +91,8 @@
     @Override
     public PartitionedInMemoryInvertedIndexAccessor createAccessor(IIndexAccessParameters iap)
             throws HyracksDataException {
-        return new PartitionedInMemoryInvertedIndexAccessor(this,
-                new PartitionedInMemoryInvertedIndexOpContext(btree, tokenCmpFactories, tokenizerFactory), iap);
+        return new PartitionedInMemoryInvertedIndexAccessor(this, new PartitionedInMemoryInvertedIndexOpContext(btree,
+                tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory), iap);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
index 9cfaf7a..6b6401a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
@@ -21,6 +21,8 @@
 
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.PartitionedInvertedIndexTokenizingTupleIterator;
@@ -28,13 +30,15 @@
 public class PartitionedInMemoryInvertedIndexOpContext extends InMemoryInvertedIndexOpContext {
 
     public PartitionedInMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
-            IBinaryTokenizerFactory tokenizerFactory) {
-        super(btree, tokenCmpFactories, tokenizerFactory);
+            IBinaryTokenizerFactory tokenizerFactory, IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory) {
+        super(btree, tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory);
     }
 
     protected void setTokenizingTupleIterator() {
         IBinaryTokenizer tokenizer = getTokenizerFactory().createTokenizer();
+        IFullTextConfigEvaluator fullTextConfigEvaluator =
+                getFullTextConfigEvaluatorFactory().createFullTextConfigEvaluator();
         setTupleIter(new PartitionedInvertedIndexTokenizingTupleIterator(tokenCmpFactories.length,
-                btree.getFieldCount() - tokenCmpFactories.length, tokenizer));
+                btree.getFieldCount() - tokenCmpFactories.length, tokenizer, fullTextConfigEvaluator));
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/InvertedListBuilderFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/InvertedListBuilderFactory.java
index 0d00ed3..f4086cc 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/InvertedListBuilderFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/InvertedListBuilderFactory.java
@@ -20,6 +20,7 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.fixedsize.FixedSizeElementInvertedListBuilder;
@@ -31,10 +32,15 @@
     protected final ITypeTraits[] invListFields;
     protected final ITypeTraits[] tokenTypeTraits;
     private final boolean isFixedSize;
+    private final ITypeTraits nullTypeTraits;
+    private final INullIntrospector nullIntrospector;
 
-    public InvertedListBuilderFactory(ITypeTraits[] tokenTypeTraits, ITypeTraits[] invListFields) {
+    public InvertedListBuilderFactory(ITypeTraits[] tokenTypeTraits, ITypeTraits[] invListFields,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.tokenTypeTraits = tokenTypeTraits;
         this.invListFields = invListFields;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
 
         isFixedSize = InvertedIndexUtils.checkTypeTraitsAllFixed(invListFields);
     }
@@ -44,7 +50,8 @@
         if (isFixedSize) {
             return new FixedSizeElementInvertedListBuilder(invListFields);
         } else {
-            return new VariableSizeElementInvertedListBuilder(tokenTypeTraits, invListFields);
+            return new VariableSizeElementInvertedListBuilder(tokenTypeTraits, invListFields, nullTypeTraits,
+                    nullIntrospector);
         }
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
index 0f26435..48a173e 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
@@ -41,6 +41,7 @@
 import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
 import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.common.impls.NoOpIndexAccessParameters;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInPlaceInvertedIndex;
@@ -103,6 +104,8 @@
     protected int rootPageId = 0;
     protected IBufferCache bufferCache;
     protected int fileId = -1;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
     protected final ITypeTraits[] invListTypeTraits;
     protected final IBinaryComparatorFactory[] invListCmpFactories;
     protected final ITypeTraits[] tokenTypeTraits;
@@ -119,7 +122,8 @@
     public OnDiskInvertedIndex(IBufferCache bufferCache, IInvertedListBuilder invListBuilder,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile,
-            FileReference invListsFile, IPageManagerFactory pageManagerFactory) throws HyracksDataException {
+            FileReference invListsFile, IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         this.bufferCache = bufferCache;
         this.invListBuilder = invListBuilder;
         this.invListTypeTraits = invListTypeTraits;
@@ -127,7 +131,8 @@
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.btree = BTreeUtils.createDiskBTree(bufferCache, getBTreeTypeTraits(tokenTypeTraits), tokenCmpFactories,
-                BTreeLeafFrameType.REGULAR_NSM, btreeFile, pageManagerFactory.createPageManager(bufferCache), false);
+                BTreeLeafFrameType.REGULAR_NSM, btreeFile, pageManagerFactory.createPageManager(bufferCache), false,
+                nullTypeTraits, nullIntrospector);
         this.numTokenFields = btree.getComparatorFactories().length;
         this.numInvListKeys = invListCmpFactories.length;
         this.invListsFile = invListsFile;
@@ -135,6 +140,8 @@
         this.invListEndPageIdField = numTokenFields + 1;
         this.invListStartOffField = numTokenFields + 2;
         this.invListNumElementsField = numTokenFields + 3;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -196,10 +203,10 @@
     public IInvertedListCursor createInvertedListCursor(IHyracksTaskContext ctx) throws HyracksDataException {
         if (InvertedIndexUtils.checkTypeTraitsAllFixed(invListTypeTraits)) {
             return new FixedSizeElementOnDiskInvertedListCursor(bufferCache, fileId, invListTypeTraits, ctx,
-                    NoOpIndexCursorStats.INSTANCE);
+                    NoOpIndexCursorStats.INSTANCE, nullTypeTraits, nullIntrospector);
         } else {
             return new VariableSizeElementOnDiskInvertedListCursor(bufferCache, fileId, invListTypeTraits, ctx,
-                    NoOpIndexCursorStats.INSTANCE);
+                    NoOpIndexCursorStats.INSTANCE, nullTypeTraits, nullIntrospector);
         }
     }
 
@@ -209,7 +216,8 @@
         if (InvertedIndexUtils.checkTypeTraitsAllFixed(invListTypeTraits)) {
             return new FixedSizeElementInvertedListScanCursor(bufferCache, fileId, invListTypeTraits, stats);
         } else {
-            return new VariableSizeElementOnDiskInvertedListCursor(bufferCache, fileId, invListTypeTraits, stats);
+            return new VariableSizeElementOnDiskInvertedListCursor(bufferCache, fileId, invListTypeTraits, stats,
+                    nullTypeTraits, nullIntrospector);
         }
     }
 
@@ -699,6 +707,16 @@
     }
 
     @Override
+    public ITypeTraits getNullTypeTraits() {
+        return nullTypeTraits;
+    }
+
+    @Override
+    public INullIntrospector getNullIntrospector() {
+        return nullIntrospector;
+    }
+
+    @Override
     public int getNumOfFilterFields() {
         return 0;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
index f058e4a..780f36d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
@@ -23,6 +23,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.lsm.common.impls.IndexFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
@@ -39,12 +40,14 @@
     protected final ITypeTraits[] tokenTypeTraits;
     protected final IBinaryComparatorFactory[] tokenCmpFactories;
     protected final IInvertedIndexFileNameMapper fileNameMapper;
+    protected final ITypeTraits nullTypeTraits;
+    protected final INullIntrospector nullIntrospector;
 
     public OnDiskInvertedIndexFactory(IIOManager ioManager, IBufferCache bufferCache,
             IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper,
-            IPageManagerFactory pageManagerFactory) {
+            IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(ioManager, bufferCache, pageManagerFactory);
         this.invListBuilderFactory = invListBuilderFactory;
         this.invListTypeTraits = invListTypeTraits;
@@ -52,6 +55,8 @@
         this.tokenTypeTraits = tokenTypeTraits;
         this.tokenCmpFactories = tokenCmpFactories;
         this.fileNameMapper = fileNameMapper;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -60,6 +65,7 @@
         FileReference invListsFile = ioManager.resolveAbsolutePath(invListsFilePath);
         IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
         return new OnDiskInvertedIndex(bufferCache, invListBuilder, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile, freePageManagerFactory);
+                tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile, freePageManagerFactory, nullTypeTraits,
+                nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
index fa5c365..ca4d94c 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.data.std.primitive.ShortPointable;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
@@ -46,9 +47,10 @@
     public PartitionedOnDiskInvertedIndex(IBufferCache bufferCache, IInvertedListBuilder invListBuilder,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile,
-            FileReference invListsFile, IPageManagerFactory pageManagerFactory) throws HyracksDataException {
+            FileReference invListsFile, IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         super(bufferCache, invListBuilder, invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
-                btreeFile, invListsFile, pageManagerFactory);
+                btreeFile, invListsFile, pageManagerFactory, nullTypeTraits, nullIntrospector);
     }
 
     public class PartitionedOnDiskInvertedIndexAccessor extends OnDiskInvertedIndexAccessor {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
index 7f10658..f9f4012 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
@@ -23,6 +23,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
@@ -35,9 +36,9 @@
             IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper,
-            IPageManagerFactory pageManagerFactory) {
+            IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(ioManager, bufferCache, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                tokenCmpFactories, fileNameMapper, pageManagerFactory);
+                tokenCmpFactories, fileNameMapper, pageManagerFactory, nullTypeTraits, nullIntrospector);
     }
 
     @Override
@@ -46,6 +47,7 @@
         FileReference invListsFile = ioManager.resolveAbsolutePath(invListsFilePath);
         IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
         return new PartitionedOnDiskInvertedIndex(bufferCache, invListBuilder, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile, freePageManagerFactory);
+                tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile, freePageManagerFactory, nullTypeTraits,
+                nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/fixedsize/FixedSizeElementOnDiskInvertedListCursor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/fixedsize/FixedSizeElementOnDiskInvertedListCursor.java
index 11c0901..ce6daa8 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/fixedsize/FixedSizeElementOnDiskInvertedListCursor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/fixedsize/FixedSizeElementOnDiskInvertedListCursor.java
@@ -28,6 +28,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.AbstractOnDiskInvertedListCursor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
@@ -49,11 +50,12 @@
     private int[] elementIndexes = new int[10];
 
     public FixedSizeElementOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields,
-            IHyracksTaskContext ctx, IIndexCursorStats stats) throws HyracksDataException {
-        super(bufferCache, fileId, invListFields, ctx, stats);
+            IHyracksTaskContext ctx, IIndexCursorStats stats, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
+        super(bufferCache, fileId, invListFields, ctx, stats, nullTypeTraits, nullIntrospector);
 
         this.bufferEndElementIx = 0;
-        this.bufferEndElementTuple = InvertedIndexUtils.createInvertedListTupleReference(invListFields);
+        this.bufferEndElementTuple = InvertedIndexUtils.createInvertedListTupleReference(invListFields, nullTypeTraits);
 
         int tmpSize = 0;
         for (int i = 0; i < invListFields.length; i++) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementInvertedListBuilder.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementInvertedListBuilder.java
index cfbb779..c667487 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementInvertedListBuilder.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementInvertedListBuilder.java
@@ -22,6 +22,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.AbstractInvertedListBuilder;
@@ -35,8 +36,8 @@
 
     // The tokenTypeTraits is necessary because the underlying TypeAwareTupleWriter requires all the type traits of the tuple
     // even if the first a few fields in the tuple are never accessed by the writer
-    public VariableSizeElementInvertedListBuilder(ITypeTraits[] tokenTypeTraits, ITypeTraits[] invListFields)
-            throws HyracksDataException {
+    public VariableSizeElementInvertedListBuilder(ITypeTraits[] tokenTypeTraits, ITypeTraits[] invListFields,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
         super(invListFields);
 
         this.allFields = new ITypeTraits[invListFields.length + tokenTypeTraits.length];
@@ -46,7 +47,7 @@
         for (int i = 0; i < invListFields.length; i++) {
             allFields[i + tokenTypeTraits.length] = invListFields[i];
         }
-        this.writer = new TypeAwareTupleWriter(allFields);
+        this.writer = new TypeAwareTupleWriter(allFields, nullTypeTraits, nullIntrospector);
 
         InvertedIndexUtils.verifyHasVarSizeTypeTrait(invListFields);
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementOnDiskInvertedListCursor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementOnDiskInvertedListCursor.java
index ee2bc58..8d863b3 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementOnDiskInvertedListCursor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeElementOnDiskInvertedListCursor.java
@@ -24,6 +24,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
@@ -49,16 +50,18 @@
     private ITreeIndexTupleWriter tupleWriter;
 
     public VariableSizeElementOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId,
-            ITypeTraits[] invListFields, IIndexCursorStats stats) throws HyracksDataException {
-        super(bufferCache, fileId, invListFields, stats);
+            ITypeTraits[] invListFields, IIndexCursorStats stats, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
+        super(bufferCache, fileId, invListFields, stats, nullTypeTraits, nullIntrospector);
         this.isInit = true;
-        this.tupleReference = new VariableSizeInvertedListTupleReference(invListFields);
-        this.tupleWriter = new TypeAwareTupleWriter(invListFields);
+        this.tupleReference = new VariableSizeInvertedListTupleReference(invListFields, nullTypeTraits);
+        this.tupleWriter = new TypeAwareTupleWriter(invListFields, nullTypeTraits, nullIntrospector);
     }
 
     public VariableSizeElementOnDiskInvertedListCursor(IBufferCache bufferCache, int fileId,
-            ITypeTraits[] invListFields, IHyracksTaskContext ctx, IIndexCursorStats stats) throws HyracksDataException {
-        super(bufferCache, fileId, invListFields, ctx, stats);
+            ITypeTraits[] invListFields, IHyracksTaskContext ctx, IIndexCursorStats stats, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
+        super(bufferCache, fileId, invListFields, ctx, stats, nullTypeTraits, nullIntrospector);
         isInit = true;
     }
 
@@ -69,8 +72,8 @@
         // Note that the cursors can be re-used in the upper-layer callers so we need to reset the state variables when open()
         currentElementIxForScan = 0;
         isInit = true;
-        this.tupleReference = new VariableSizeInvertedListTupleReference(invListFields);
-        this.tupleWriter = new TypeAwareTupleWriter(invListFields);
+        this.tupleReference = new VariableSizeInvertedListTupleReference(invListFields, nullTypeTraits);
+        this.tupleWriter = new TypeAwareTupleWriter(invListFields, nullTypeTraits, nullIntrospector);
     }
 
     /**
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListSearchResultFrameTupleAccessor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListSearchResultFrameTupleAccessor.java
index ab71c0a..f71f347 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListSearchResultFrameTupleAccessor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListSearchResultFrameTupleAccessor.java
@@ -23,6 +23,7 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
@@ -54,12 +55,12 @@
     private IInvertedListTupleReference tupleReference;
     private ITreeIndexTupleWriter tupleWriter;
 
-    public VariableSizeInvertedListSearchResultFrameTupleAccessor(int frameSize, ITypeTraits[] fields)
-            throws HyracksDataException {
+    public VariableSizeInvertedListSearchResultFrameTupleAccessor(int frameSize, ITypeTraits[] fields,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
         super(frameSize, fields);
 
-        this.tupleWriter = new TypeAwareTupleWriter(fields);
-        this.tupleReference = new VariableSizeInvertedListTupleReference(fields);
+        this.tupleWriter = new TypeAwareTupleWriter(fields, nullTypeTraits, nullIntrospector);
+        this.tupleReference = new VariableSizeInvertedListTupleReference(fields, nullTypeTraits);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListTupleReference.java
index 8e1db66..997c93a 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/variablesize/VariableSizeInvertedListTupleReference.java
@@ -28,17 +28,18 @@
 
 public class VariableSizeInvertedListTupleReference extends AbstractInvertedListTupleReference {
 
-    private ITreeIndexTupleReference tupleReference;
+    private final ITreeIndexTupleReference tupleReference;
 
     @Override
     protected void verifyTypeTrait() throws HyracksDataException {
         InvertedIndexUtils.verifyHasVarSizeTypeTrait(typeTraits);
     }
 
-    public VariableSizeInvertedListTupleReference(ITypeTraits[] typeTraits) throws HyracksDataException {
+    public VariableSizeInvertedListTupleReference(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits)
+            throws HyracksDataException {
         super(typeTraits);
 
-        this.tupleReference = new TypeAwareTupleReference(typeTraits);
+        this.tupleReference = new TypeAwareTupleReference(typeTraits, nullTypeTraits);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
index 1a08fd0..aa6f7c1 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
@@ -45,8 +45,8 @@
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo.TokenizerType;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
@@ -103,8 +103,8 @@
         if (bufferManager == null) {
             throw HyracksDataException.create(ErrorCode.CANNOT_CONTINUE_TEXT_SEARCH_BUFFER_MANAGER_IS_NULL);
         }
-        this.finalSearchResult =
-                new InvertedIndexFinalSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager);
+        this.finalSearchResult = new InvertedIndexFinalSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager,
+                invIndex.getNullTypeTraits(), invIndex.getNullIntrospector());
         this.invListMerger = new InvertedListMerger(ctx, invIndex, bufferManager);
         this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
         this.invListCursorFactory = new InvertedListCursorFactory(invIndex, ctx);
@@ -118,33 +118,36 @@
         this.queryTokenAppender = new FrameTupleAppenderAccessor(QUERY_TOKEN_REC_DESC);
         this.queryTokenAppender.reset(queryTokenFrame, true);
         this.isSingleInvertedList = false;
-        this.searchResultTuple = InvertedIndexUtils.createInvertedListTupleReference(invIndex.getInvListTypeTraits());
+        this.searchResultTuple = InvertedIndexUtils.createInvertedListTupleReference(invIndex.getInvListTypeTraits(),
+                invIndex.getNullTypeTraits());
         this.searchResultFta = InvertedIndexUtils.createInvertedListFrameTupleAccessor(ctx.getInitialFrameSize(),
-                invIndex.getInvListTypeTraits());
+                invIndex.getInvListTypeTraits(), invIndex.getNullTypeTraits(), invIndex.getNullIntrospector());
     }
 
     protected void tokenizeQuery(InvertedIndexSearchPredicate searchPred) throws HyracksDataException {
         ITupleReference queryTuple = searchPred.getQueryTuple();
         int queryFieldIndex = searchPred.getQueryFieldIndex();
-        IBinaryTokenizer queryTokenizer = searchPred.getQueryTokenizer();
+        IFullTextConfigEvaluator fullTextAnalyzer = searchPred.getFullTextConfigEvaluator();
+        fullTextAnalyzer.setTokenizer(searchPred.getQueryTokenizer());
+
         // Is this a full-text query?
         // Then, the last argument is conjunctive or disjunctive search option, not a query text.
         // Thus, we need to remove the last argument.
         boolean isFullTextSearchQuery = searchPred.getIsFullTextSearchQuery();
         // Get the type of query tokenizer.
-        TokenizerType queryTokenizerType = queryTokenizer.getTokenizerType();
+        TokenizerType queryTokenizerType = fullTextAnalyzer.getTokenizer().getTokenizerType();
         int tokenCountInOneField = 0;
 
         queryTokenAppender.reset(queryTokenFrame, true);
-        queryTokenizer.reset(queryTuple.getFieldData(queryFieldIndex), queryTuple.getFieldStart(queryFieldIndex),
+        fullTextAnalyzer.reset(queryTuple.getFieldData(queryFieldIndex), queryTuple.getFieldStart(queryFieldIndex),
                 queryTuple.getFieldLength(queryFieldIndex));
 
-        while (queryTokenizer.hasNext()) {
-            queryTokenizer.next();
+        while (fullTextAnalyzer.hasNext()) {
+            fullTextAnalyzer.next();
             queryTokenBuilder.reset();
             tokenCountInOneField++;
             try {
-                IToken token = queryTokenizer.getToken();
+                IToken token = fullTextAnalyzer.getToken();
                 // For the full-text search, we don't support a phrase search yet.
                 // So, each field should have only one token.
                 // If it's a list, it can have multiple keywords in it. But, each keyword should not be a phrase.
@@ -161,6 +164,7 @@
                     }
                 }
 
+                // Includes the length of the string, e.g. 8database where 8 (of type byte instead of char) is the length of "database"
                 token.serializeToken(queryTokenBuilder.getFieldData());
                 queryTokenBuilder.addFieldEndOffset();
                 // WARNING: assuming one frame is big enough to hold all tokens
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexFinalSearchResult.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexFinalSearchResult.java
index e5f4622..f07983f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexFinalSearchResult.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexFinalSearchResult.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.dataflow.std.buffermanager.ISimpleFrameBufferManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 
 /**
  * This is an in-memory based storage for final results of inverted-index searches.
@@ -34,8 +35,9 @@
 public class InvertedIndexFinalSearchResult extends InvertedIndexSearchResult {
 
     public InvertedIndexFinalSearchResult(ITypeTraits[] invListFields, IHyracksTaskContext ctx,
-            ISimpleFrameBufferManager bufferManager) throws HyracksDataException {
-        super(invListFields, ctx, bufferManager);
+            ISimpleFrameBufferManager bufferManager, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
+        super(invListFields, ctx, bufferManager, nullTypeTraits, nullIntrospector);
     }
 
     /**
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
index 4ee685b..3cf9066 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
@@ -22,6 +22,7 @@
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
 import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.common.MultiComparator;
 
@@ -31,21 +32,27 @@
     private ITupleReference queryTuple;
     private int queryFieldIndex;
     private final IBinaryTokenizer queryTokenizer;
+    private final IFullTextConfigEvaluator fullTextConfigEvaluator;
     private final IInvertedIndexSearchModifier searchModifier;
     // Keeps the information whether the given query is a full-text search or not.
     // We need to have this information to stop the search process since we don't allow a phrase search yet.
     private boolean isFullTextSearchQuery;
 
-    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier) {
+    // Used for test only
+    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer,
+            IFullTextConfigEvaluator fullTextConfigEvaluator, IInvertedIndexSearchModifier searchModifier) {
         this.queryTokenizer = queryTokenizer;
+        this.fullTextConfigEvaluator = fullTextConfigEvaluator;
         this.searchModifier = searchModifier;
         this.isFullTextSearchQuery = false;
     }
 
-    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier,
+    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer,
+            IFullTextConfigEvaluator fullTextConfigEvaluator, IInvertedIndexSearchModifier searchModifier,
             ITupleReference minFilterTuple, ITupleReference maxFilterTuple, boolean isFullTextSearchQuery) {
         super(minFilterTuple, maxFilterTuple);
         this.queryTokenizer = queryTokenizer;
+        this.fullTextConfigEvaluator = fullTextConfigEvaluator;
         this.searchModifier = searchModifier;
         this.isFullTextSearchQuery = isFullTextSearchQuery;
     }
@@ -82,6 +89,10 @@
         return queryTokenizer;
     }
 
+    public IFullTextConfigEvaluator getFullTextConfigEvaluator() {
+        return fullTextConfigEvaluator;
+    }
+
     @Override
     public MultiComparator getLowKeyComparator() {
         // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchResult.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchResult.java
index 707d85d..35d0dd8 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchResult.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchResult.java
@@ -37,6 +37,7 @@
 import org.apache.hyracks.dataflow.common.io.RunFileWriter;
 import org.apache.hyracks.dataflow.std.buffermanager.BufferManagerBackedVSizeFrame;
 import org.apache.hyracks.dataflow.std.buffermanager.ISimpleFrameBufferManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListSearchResultFrameTupleAppender;
@@ -84,14 +85,16 @@
     protected byte[] tempBytes;
 
     public InvertedIndexSearchResult(ITypeTraits[] invListFields, IHyracksTaskContext ctx,
-            ISimpleFrameBufferManager bufferManager) throws HyracksDataException {
+            ISimpleFrameBufferManager bufferManager, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         this.invListFields = invListFields;
-        this.tupleWriter = new TypeAwareTupleWriter(invListFields);
+        this.tupleWriter = new TypeAwareTupleWriter(invListFields, nullTypeTraits, nullIntrospector);
         initTypeTraits(invListFields);
         this.ctx = ctx;
         appender = new InvertedListSearchResultFrameTupleAppender(ctx.getInitialFrameSize());
-        accessor = InvertedIndexUtils.createInvertedListFrameTupleAccessor(ctx.getInitialFrameSize(), typeTraits);
-        tuple = InvertedIndexUtils.createInvertedListTupleReference(typeTraits);
+        accessor = InvertedIndexUtils.createInvertedListFrameTupleAccessor(ctx.getInitialFrameSize(), typeTraits,
+                nullTypeTraits, nullIntrospector);
+        tuple = InvertedIndexUtils.createInvertedListTupleReference(typeTraits, nullTypeTraits);
         this.bufferManager = bufferManager;
         this.isInReadMode = false;
         this.isWriteFinished = false;
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
index deea12a..8bf16fb 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
@@ -92,8 +92,10 @@
     public InvertedListMerger(IHyracksTaskContext ctx, IInvertedIndex invIndex, ISimpleFrameBufferManager bufferManager)
             throws HyracksDataException {
         this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
-        this.prevSearchResult = new InvertedIndexSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager);
-        this.newSearchResult = new InvertedIndexSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager);
+        this.prevSearchResult = new InvertedIndexSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager,
+                invIndex.getNullTypeTraits(), invIndex.getNullIntrospector());
+        this.newSearchResult = new InvertedIndexSearchResult(invIndex.getInvListTypeTraits(), ctx, bufferManager,
+                invIndex.getNullTypeTraits(), invIndex.getNullIntrospector());
     }
 
     /**
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
index 3a5224c..df06525 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
@@ -19,6 +19,7 @@
 
 package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo.TokenizerType;
 import org.apache.hyracks.util.string.UTF8StringUtil;
 
@@ -51,6 +52,8 @@
         return byteIndex < sentenceEndOffset;
     }
 
+    // ToDo: current solution (where a white list defined for non-separator chars) is not suitable for double-surrogate utf-8 chars
+    // which are always judged as separators
     public static boolean isSeparator(char c) {
         return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER
                 || Character.getType(c) == Character.OTHER_NUMBER);
@@ -119,4 +122,9 @@
     public TokenizerType getTokenizerType() {
         return TokenizerType.STRING;
     }
+
+    @Override
+    public TokenizerCategory getTokenizerCategory() {
+        return TokenizerCategory.WORD;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
index 6a7da02..0e7f30d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
@@ -19,20 +19,24 @@
 
 package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo.TokenizerType;
 
 public interface IBinaryTokenizer {
-    public IToken getToken();
+    IToken getToken();
 
-    public boolean hasNext();
+    boolean hasNext();
 
-    public void next();
+    void next();
 
-    public void reset(byte[] data, int start, int length);
+    void reset(byte[] data, int start, int length);
 
     // Get the total number of tokens
-    public short getTokensCount();
+    short getTokensCount();
 
-    // Get the tokenizer types
-    public TokenizerType getTokenizerType();
+    // Get the tokenizer types: String or List
+    TokenizerType getTokenizerType();
+
+    // WORD or NGRAM tokenizer
+    TokenizerCategory getTokenizerCategory();
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
index 711a82f..0ab1662 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
@@ -19,6 +19,7 @@
 
 package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.TokenizerInfo.TokenizerType;
 import org.apache.hyracks.util.string.UTF8StringUtil;
 
@@ -136,4 +137,9 @@
     public TokenizerType getTokenizerType() {
         return TokenizerType.STRING;
     }
+
+    @Override
+    public TokenizerCategory getTokenizerCategory() {
+        return TokenizerCategory.NGRAM;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
index 4cf0c55..19d6f11 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 
@@ -36,38 +37,43 @@
     protected final int invListFieldCount;
     protected final ArrayTupleBuilder tupleBuilder;
     protected final ArrayTupleReference tupleReference;
-    protected final IBinaryTokenizer tokenizer;
+    protected final IFullTextConfigEvaluator fullTextConfigEvaluator;
     protected ITupleReference inputTuple;
 
-    public InvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount,
-            IBinaryTokenizer tokenizer) {
+    public InvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount, IBinaryTokenizer tokenizer,
+            IFullTextConfigEvaluator fullTextConfigEvaluator) {
         this.invListFieldCount = invListFieldCount;
         this.tupleBuilder = new ArrayTupleBuilder(tokensFieldCount + invListFieldCount);
         this.tupleReference = new ArrayTupleReference();
-        this.tokenizer = tokenizer;
+        this.fullTextConfigEvaluator = fullTextConfigEvaluator;
+
+        // ToDo: check the codes in upper layer to see if we can remove tokenizer to use fullTextConfig instead
+        this.fullTextConfigEvaluator.setTokenizer(tokenizer);
     }
 
     public void reset(ITupleReference inputTuple) {
         this.inputTuple = inputTuple;
-        tokenizer.reset(inputTuple.getFieldData(DOC_FIELD_INDEX), inputTuple.getFieldStart(DOC_FIELD_INDEX),
-                inputTuple.getFieldLength(DOC_FIELD_INDEX));
+        fullTextConfigEvaluator.reset(inputTuple.getFieldData(DOC_FIELD_INDEX),
+                inputTuple.getFieldStart(DOC_FIELD_INDEX), inputTuple.getFieldLength(DOC_FIELD_INDEX));
     }
 
     public boolean hasNext() {
-        return tokenizer.hasNext();
+        return fullTextConfigEvaluator.hasNext();
     }
 
     public void next() throws HyracksDataException {
-        tokenizer.next();
-        IToken token = tokenizer.getToken();
+        fullTextConfigEvaluator.next();
+        IToken token = fullTextConfigEvaluator.getToken();
+
         tupleBuilder.reset();
-        // Add token field.
         try {
+            // Add token field.
             token.serializeToken(tupleBuilder.getFieldData());
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
         tupleBuilder.addFieldEndOffset();
+
         // Add inverted-list element fields.
         for (int i = 0; i < invListFieldCount; i++) {
             tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
index a9a01e9..aefb461 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
@@ -34,6 +34,7 @@
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
 import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManager;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
@@ -52,6 +53,7 @@
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexDiskComponentFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager;
@@ -83,38 +85,45 @@
             IPageManager virtualFreePageManager, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
-            FileReference btreeFileRef) throws HyracksDataException {
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, FileReference btreeFileRef,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
         return new InMemoryInvertedIndex(memBufferCache, virtualFreePageManager, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, btreeFileRef);
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, fullTextConfigEvaluatorFactory, btreeFileRef,
+                nullTypeTraits, nullIntrospector);
     }
 
     public static InMemoryInvertedIndex createPartitionedInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
             IPageManager virtualFreePageManager, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
-            FileReference btreeFileRef) throws HyracksDataException {
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, FileReference btreeFileRef,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
         return new PartitionedInMemoryInvertedIndex(memBufferCache, virtualFreePageManager, invListTypeTraits,
-                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, btreeFileRef);
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                fullTextConfigEvaluatorFactory, btreeFileRef, nullTypeTraits, nullIntrospector);
     }
 
     public static OnDiskInvertedIndex createOnDiskInvertedIndex(IIOManager ioManager, IBufferCache bufferCache,
             ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile,
-            IPageManagerFactory pageManagerFactory) throws HyracksDataException {
+            IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
         FileReference btreeFile = getBTreeFile(ioManager, invListsFile);
         return new OnDiskInvertedIndex(bufferCache, builder, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                tokenCmpFactories, btreeFile, invListsFile, pageManagerFactory);
+                tokenCmpFactories, btreeFile, invListsFile, pageManagerFactory, nullTypeTraits, nullIntrospector);
     }
 
     public static PartitionedOnDiskInvertedIndex createPartitionedOnDiskInvertedIndex(IIOManager ioManager,
             IBufferCache bufferCache, ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
             ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile,
-            IPageManagerFactory pageManagerFactory) throws HyracksDataException {
+            IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
         FileReference btreeFile = getBTreeFile(ioManager, invListsFile);
         return new PartitionedOnDiskInvertedIndex(bufferCache, builder, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile, pageManagerFactory);
+                tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile, pageManagerFactory, nullTypeTraits,
+                nullIntrospector);
     }
 
     public static FileReference getBTreeFile(IIOManager ioManager, FileReference invListsFile)
@@ -124,9 +133,10 @@
 
     public static BTreeFactory createDeletedKeysBTreeFactory(IIOManager ioManager, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, IBufferCache diskBufferCache,
-            IPageManagerFactory freePageManagerFactory) throws HyracksDataException {
+            IPageManagerFactory freePageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector)
+            throws HyracksDataException {
         BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(invListTypeTraits, false);
+                new BTreeTypeAwareTupleWriterFactory(invListTypeTraits, false, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory leafFrameFactory =
                 BTreeUtils.getLeafFrameFactory(tupleWriterFactory, BTreeLeafFrameType.REGULAR_NSM);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
@@ -138,16 +148,17 @@
             List<IVirtualBufferCache> virtualBufferCaches, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
-            IBufferCache diskBufferCache, String absoluteOnDiskDir, double bloomFilterFalsePositiveRate,
-            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, IBufferCache diskBufferCache,
+            String absoluteOnDiskDir, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
             ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
             int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
-            boolean durable, IMetadataPageManagerFactory pageManagerFactory, ITracer tracer)
-            throws HyracksDataException {
+            boolean durable, IMetadataPageManagerFactory pageManagerFactory, ITracer tracer, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
 
         BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(ioManager, invListTypeTraits,
-                invListCmpFactories, diskBufferCache, pageManagerFactory);
+                invListCmpFactories, diskBufferCache, pageManagerFactory, nullTypeTraits, nullIntrospector);
 
         int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
         for (int i = 0; i < invListCmpFactories.length; i++) {
@@ -160,16 +171,17 @@
                 new LSMInvertedIndexFileManager(ioManager, onDiskDirFileRef, deletedKeysBTreeFactory);
 
         IInvertedListBuilderFactory invListBuilderFactory =
-                new InvertedListBuilderFactory(tokenTypeTraits, invListTypeTraits);
-        OnDiskInvertedIndexFactory invIndexFactory =
-                new OnDiskInvertedIndexFactory(ioManager, diskBufferCache, invListBuilderFactory, invListTypeTraits,
-                        invListCmpFactories, tokenTypeTraits, tokenCmpFactories, fileManager, pageManagerFactory);
+                new InvertedListBuilderFactory(tokenTypeTraits, invListTypeTraits, nullTypeTraits, nullIntrospector);
+        OnDiskInvertedIndexFactory invIndexFactory = new OnDiskInvertedIndexFactory(ioManager, diskBufferCache,
+                invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                fileManager, pageManagerFactory, nullTypeTraits, nullIntrospector);
 
         ComponentFilterHelper filterHelper = null;
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, nullTypeTraits, nullIntrospector);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
@@ -179,24 +191,27 @@
 
         return new LSMInvertedIndex(ioManager, virtualBufferCaches, componentFactory, filterHelper, filterFrameFactory,
                 filterManager, bloomFilterFalsePositiveRate, diskBufferCache, fileManager, invListTypeTraits,
-                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, mergePolicy, opTracker,
-                ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, invertedIndexFields, filterFields,
-                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable, tracer);
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                fullTextConfigEvaluatorFactory, mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory,
+                pageWriteCallbackFactory, invertedIndexFields, filterFields, filterFieldsForNonBulkLoadOps,
+                invertedIndexFieldsForNonBulkLoadOps, durable, tracer, nullTypeTraits, nullIntrospector);
     }
 
     public static PartitionedLSMInvertedIndex createPartitionedLSMInvertedIndex(IIOManager ioManager,
             List<IVirtualBufferCache> virtualBufferCaches, ITypeTraits[] invListTypeTraits,
             IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
             IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
-            IBufferCache diskBufferCache, String absoluteOnDiskDir, double bloomFilterFalsePositiveRate,
-            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, IBufferCache diskBufferCache,
+            String absoluteOnDiskDir, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
             ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
             int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
-            boolean durable, IPageManagerFactory pageManagerFactory, ITracer tracer) throws HyracksDataException {
+            boolean durable, IPageManagerFactory pageManagerFactory, ITracer tracer, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
 
         BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(ioManager, invListTypeTraits,
-                invListCmpFactories, diskBufferCache, pageManagerFactory);
+                invListCmpFactories, diskBufferCache, pageManagerFactory, nullTypeTraits, nullIntrospector);
 
         int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
         for (int i = 0; i < invListCmpFactories.length; i++) {
@@ -209,16 +224,17 @@
                 new LSMInvertedIndexFileManager(ioManager, onDiskDirFileRef, deletedKeysBTreeFactory);
 
         IInvertedListBuilderFactory invListBuilderFactory =
-                new InvertedListBuilderFactory(tokenTypeTraits, invListTypeTraits);
+                new InvertedListBuilderFactory(tokenTypeTraits, invListTypeTraits, nullTypeTraits, nullIntrospector);
         PartitionedOnDiskInvertedIndexFactory invIndexFactory = new PartitionedOnDiskInvertedIndexFactory(ioManager,
                 diskBufferCache, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                tokenCmpFactories, fileManager, pageManagerFactory);
+                tokenCmpFactories, fileManager, pageManagerFactory, nullTypeTraits, nullIntrospector);
 
         ComponentFilterHelper filterHelper = null;
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, nullTypeTraits, nullIntrospector);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
@@ -229,8 +245,9 @@
         return new PartitionedLSMInvertedIndex(ioManager, virtualBufferCaches, componentFactory, filterHelper,
                 filterFrameFactory, filterManager, bloomFilterFalsePositiveRate, diskBufferCache, fileManager,
                 invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, invertedIndexFields,
-                filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable, tracer);
+                fullTextConfigEvaluatorFactory, mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory,
+                pageWriteCallbackFactory, invertedIndexFields, filterFields, filterFieldsForNonBulkLoadOps,
+                invertedIndexFieldsForNonBulkLoadOps, durable, tracer, nullTypeTraits, nullIntrospector);
     }
 
     public static boolean checkTypeTraitsAllFixed(ITypeTraits[] typeTraits) {
@@ -256,21 +273,22 @@
         }
     }
 
-    public static IInvertedListTupleReference createInvertedListTupleReference(ITypeTraits[] typeTraits)
-            throws HyracksDataException {
+    public static IInvertedListTupleReference createInvertedListTupleReference(ITypeTraits[] typeTraits,
+            ITypeTraits nullTypeTraits) throws HyracksDataException {
         if (checkTypeTraitsAllFixed(typeTraits)) {
             return new FixedSizeInvertedListTupleReference(typeTraits);
         } else {
-            return new VariableSizeInvertedListTupleReference(typeTraits);
+            return new VariableSizeInvertedListTupleReference(typeTraits, nullTypeTraits);
         }
     }
 
-    public static IFrameTupleAccessor createInvertedListFrameTupleAccessor(int frameSize, ITypeTraits[] typeTraits)
-            throws HyracksDataException {
+    public static IFrameTupleAccessor createInvertedListFrameTupleAccessor(int frameSize, ITypeTraits[] typeTraits,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
         if (checkTypeTraitsAllFixed(typeTraits)) {
             return new FixedSizeInvertedListSearchResultFrameTupleAccessor(frameSize, typeTraits);
         } else {
-            return new VariableSizeInvertedListSearchResultFrameTupleAccessor(frameSize, typeTraits);
+            return new VariableSizeInvertedListSearchResultFrameTupleAccessor(frameSize, typeTraits, nullTypeTraits,
+                    nullIntrospector);
         }
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
index c44dffb..783afc6 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
@@ -23,6 +23,7 @@
 
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 
@@ -32,28 +33,33 @@
     protected short numTokens = 0;
 
     public PartitionedInvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount,
-            IBinaryTokenizer tokenizer) {
-        super(tokensFieldCount, invListFieldCount, tokenizer);
+            IBinaryTokenizer tokenizer, IFullTextConfigEvaluator fullTextConfigEvaluator) {
+        super(tokensFieldCount, invListFieldCount, tokenizer, fullTextConfigEvaluator);
     }
 
+    @Override
     public void reset(ITupleReference inputTuple) {
         super.reset(inputTuple);
         // Run through the tokenizer once to get the total number of tokens.
         numTokens = 0;
-        while (tokenizer.hasNext()) {
-            tokenizer.next();
+        while (fullTextConfigEvaluator.hasNext()) {
+            fullTextConfigEvaluator.next();
             numTokens++;
         }
         super.reset(inputTuple);
     }
 
+    @Override
     public void next() throws HyracksDataException {
-        tokenizer.next();
-        IToken token = tokenizer.getToken();
+        fullTextConfigEvaluator.next();
+        IToken token = fullTextConfigEvaluator.getToken();
+
         tupleBuilder.reset();
         try {
             // Add token field.
             token.serializeToken(tupleBuilder.getFieldData());
+
+            // Different from super.next(): here we write the numTokens
             tupleBuilder.addFieldEndOffset();
             // Add field with number of tokens.
             tupleBuilder.getDataOutput().writeShort(numTokens);
@@ -61,6 +67,7 @@
         } catch (IOException e) {
             throw HyracksDataException.create(e);
         }
+
         // Add inverted-list element fields.
         for (int i = 0; i < invListFieldCount; i++) {
             tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
index 7a70f6f..7d3eff1 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResource.java
index 9404d91..e6d50d0 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResource.java
@@ -30,6 +30,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -61,12 +62,13 @@
             Map<String, String> mergePolicyProperties, boolean durable, IBinaryComparatorFactory[] btreeCmpFactories,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] buddyBTreeFields,
-            boolean isPointMBR, double bloomFilterFalsePositiveRate) {
+            boolean isPointMBR, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(path, storageManager, typeTraits, rtreeCmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory, null,
                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, btreeCmpFactories,
                 valueProviderFactories, rtreePolicyType, linearizeCmpFactory, rtreeFields, buddyBTreeFields, isPointMBR,
-                bloomFilterFalsePositiveRate);
+                bloomFilterFalsePositiveRate, nullTypeTraits, nullIntrospector);
     }
 
     private ExternalRTreeLocalResource(IPersistedResourceRegistry registry, JsonNode json,
@@ -90,7 +92,7 @@
                 opTrackerProvider.getOperationTracker(ncServiceCtx, this),
                 ioSchedulerProvider.getIoScheduler(ncServiceCtx), ioOpCallbackFactory, pageWriteCallbackFactory,
                 linearizeCmpFactory, buddyBTreeFields, durable, isPointMBR, metadataPageManagerFactory,
-                ncServiceCtx.getTracer());
+                ncServiceCtx.getTracer(), nullTypeTraits, nullIntrospector);
 
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResourceFactory.java
index 1f4971d..ca8caec 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeLocalResourceFactory.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -49,12 +50,13 @@
             Map<String, String> mergePolicyProperties, boolean durable, IBinaryComparatorFactory[] btreeCmpFactories,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] buddyBTreeFields,
-            boolean isPointMBR, double bloomFilterFalsePositiveRate) {
+            boolean isPointMBR, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory, null,
                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, btreeCmpFactories,
                 valueProviderFactories, rtreePolicyType, linearizeCmpFactory, rtreeFields, buddyBTreeFields, isPointMBR,
-                bloomFilterFalsePositiveRate);
+                bloomFilterFalsePositiveRate, nullTypeTraits, nullIntrospector);
     }
 
     @Override
@@ -63,7 +65,8 @@
                 filterTypeTraits, filterCmpFactories, filterFields, opTrackerProvider, ioOpCallbackFactory,
                 pageWriteCallbackFactory, metadataPageManagerFactory, ioSchedulerProvider, mergePolicyFactory,
                 mergePolicyProperties, durable, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
-                linearizeCmpFactory, rtreeFields, buddyBTreeFields, isPointMBR, bloomFilterFalsePositiveRate);
+                linearizeCmpFactory, rtreeFields, buddyBTreeFields, isPointMBR, bloomFilterFalsePositiveRate,
+                nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResource.java
index bfae1cd..dd21f7c 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResource.java
@@ -32,6 +32,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -73,10 +74,12 @@
             Map<String, String> mergePolicyProperties, boolean durable, IBinaryComparatorFactory[] btreeCmpFactories,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] buddyBTreeFields,
-            boolean isPointMBR, double bloomFilterFalsePositiveRate) {
+            boolean isPointMBR, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(path, storageManager, typeTraits, rtreeCmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.btreeCmpFactories = btreeCmpFactories;
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
@@ -117,7 +120,7 @@
                 opTrackerProvider.getOperationTracker(ncServiceCtx, this),
                 ioSchedulerProvider.getIoScheduler(ncServiceCtx), ioOpCallbackFactory, pageWriteCallbackFactory,
                 linearizeCmpFactory, rtreeFields, buddyBTreeFields, filterTypeTraits, filterCmpFactories, filterFields,
-                durable, isPointMBR, metadataPageManagerFactory);
+                durable, isPointMBR, metadataPageManagerFactory, nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResourceFactory.java
index 635f1ac..873a023 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeLocalResourceFactory.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -60,10 +61,12 @@
             Map<String, String> mergePolicyProperties, boolean durable, IBinaryComparatorFactory[] btreeCmpFactories,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] buddyBTreeFields,
-            boolean isPointMBR, double bloomFilterFalsePositiveRate) {
+            boolean isPointMBR, double bloomFilterFalsePositiveRate, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(storageManager, typeTraits, cmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.btreeCmpFactories = btreeCmpFactories;
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
@@ -81,6 +84,6 @@
                 pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider, ioSchedulerProvider,
                 mergePolicyFactory, mergePolicyProperties, durable, btreeCmpFactories, valueProviderFactories,
                 rtreePolicyType, linearizeCmpFactory, rtreeFields, buddyBTreeFields, isPointMBR,
-                bloomFilterFalsePositiveRate);
+                bloomFilterFalsePositiveRate, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResource.java
index e4a8287..33b9da6 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResource.java
@@ -32,6 +32,7 @@
 import org.apache.hyracks.api.io.IJsonSerializable;
 import org.apache.hyracks.api.io.IPersistedResourceRegistry;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -70,10 +71,12 @@
             ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMMergePolicyFactory mergePolicyFactory,
             Map<String, String> mergePolicyProperties, IBinaryComparatorFactory[] btreeCmpFactories,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
-            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, boolean isPointMBR, boolean durable) {
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, boolean isPointMBR, boolean durable,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         super(path, storageManager, typeTraits, rtreeCmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.btreeCmpFactories = btreeCmpFactories;
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
@@ -108,7 +111,8 @@
                 mergePolicyFactory.createMergePolicy(mergePolicyProperties, serviceCtx),
                 opTrackerProvider.getOperationTracker(serviceCtx, this), ioSchedulerProvider.getIoScheduler(serviceCtx),
                 ioOpCallbackFactory, pageWriteCallbackFactory, linearizeCmpFactory, rtreeFields, filterTypeTraits,
-                filterCmpFactories, filterFields, durable, isPointMBR, metadataPageManagerFactory);
+                filterCmpFactories, filterFields, durable, isPointMBR, metadataPageManagerFactory, nullTypeTraits,
+                nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResourceFactory.java
index 6edf877..e9b4c90 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterLocalResourceFactory.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
@@ -57,10 +58,12 @@
             Map<String, String> mergePolicyProperties, boolean durable,
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, boolean isPointMBR,
-            IBinaryComparatorFactory[] btreeComparatorFactories) {
+            IBinaryComparatorFactory[] btreeComparatorFactories, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         super(storageManager, rteeTypeTraits, rtreeCmpFactories, filterTypeTraits, filterCmpFactories, filterFields,
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
-                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable);
+                vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable, nullTypeTraits,
+                nullIntrospector);
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
         this.linearizeCmpFactory = linearizeCmpFactory;
@@ -75,6 +78,7 @@
                 cmpFactories, filterTypeTraits, filterCmpFactories, filterFields, opTrackerProvider,
                 ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory, vbcProvider,
                 ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, btreeComparatorFactories,
-                valueProviderFactories, rtreePolicyType, linearizeCmpFactory, rtreeFields, isPointMBR, durable);
+                valueProviderFactories, rtreePolicyType, linearizeCmpFactory, rtreeFields, isPointMBR, durable,
+                nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
index 3b7c150..4f3b49b 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
@@ -21,11 +21,13 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 
 public class LSMRTreeCopyTupleWriter extends LSMRTreeTupleWriter {
-    public LSMRTreeCopyTupleWriter(ITypeTraits[] typeTraits) {
+    public LSMRTreeCopyTupleWriter(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
         // Third parameter is never used locally, just give false.
-        super(typeTraits, false);
+        super(typeTraits, false, nullTypeTraits, nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
index 6585ffe..41fa508 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
@@ -20,18 +20,20 @@
 package org.apache.hyracks.storage.am.lsm.rtree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
 
 public class LSMRTreeCopyTupleWriterFactory extends RTreeTypeAwareTupleWriterFactory {
     private static final long serialVersionUID = 1L;
 
-    public LSMRTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public LSMRTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
     }
 
     @Override
     public RTreeTypeAwareTupleWriter createTupleWriter() {
-        return new LSMRTreeCopyTupleWriter(typeTraits);
+        return new LSMRTreeCopyTupleWriter(typeTraits, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
index 86a6a39..3e25e8d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
@@ -26,8 +26,8 @@
 
 public class LSMRTreeTupleReference extends RTreeTypeAwareTupleReference implements ILSMTreeTupleReference {
 
-    public LSMRTreeTupleReference(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public LSMRTreeTupleReference(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits) {
+        super(typeTraits, nullTypeTraits);
     }
 
     @Override
@@ -45,4 +45,10 @@
     public int getTupleStart() {
         return tupleStartOff;
     }
+
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        // 1 for antimatter
+        return fieldIdx + 1;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReferenceForPointMBR.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReferenceForPointMBR.java
index e28d5a2..878606f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReferenceForPointMBR.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReferenceForPointMBR.java
@@ -26,6 +26,7 @@
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleReference;
 
 public class LSMRTreeTupleReferenceForPointMBR extends RTreeTypeAwareTupleReference implements ILSMTreeTupleReference {
+
     private final int inputKeyFieldCount; //double field count for mbr secondary key of an input tuple
     private final int inputTotalFieldCount; //total field count (key + value fields) of an input tuple.
     private final int storedKeyFieldCount; //double field count to be stored for the mbr secondary key
@@ -33,8 +34,8 @@
     private final boolean antimatterAware;
 
     public LSMRTreeTupleReferenceForPointMBR(ITypeTraits[] typeTraits, int keyFieldCount, int valueFieldCount,
-            boolean antimatterAware) {
-        super(typeTraits);
+            boolean antimatterAware, ITypeTraits nullTypeTraits) {
+        super(typeTraits, nullTypeTraits);
         this.inputKeyFieldCount = keyFieldCount;
         this.inputTotalFieldCount = keyFieldCount + valueFieldCount;
         this.storedKeyFieldCount = keyFieldCount / 2;
@@ -52,10 +53,21 @@
         // decode field slots in three steps
         int field = 0;
         int cumul = 0;
+        int nullFlagsRunner = 0;
         //step1. decode field slots for stored key
-        for (int i = 0; i < storedKeyFieldCount; i++) {
-            //key or value fields
-            cumul += typeTraits[i].getFixedLength();
+        encDec.reset(buf, tupleStartOff + nullFlagsBytes);
+        for (int i = 0; i < storedKeyFieldCount; i++, nullFlagsRunner++) {
+            if (!typeTraits[i].isFixedLength()) {
+                // for variable length fields, read the encoded length whether it's a value or null
+                cumul += encDec.decode();
+            } else {
+                // for fixed length fields, if the field is null, get the null length
+                if (nullTypeTraits != null && isNull(buf, tupleStartOff, nullFlagsRunner)) {
+                    cumul += nullTypeTraits.getFixedLength();
+                } else {
+                    cumul += typeTraits[i].getFixedLength();
+                }
+            }
             decodedFieldSlots[field++] = cumul;
         }
         //step2. decode field slots for non-stored (duplicated point) key
@@ -64,17 +76,19 @@
             decodedFieldSlots[field++] = decodedFieldSlots[i];
         }
         //step3. decode field slots for value field
-        encDec.reset(buf, tupleStartOff + nullFlagsBytes);
-        for (int i = inputKeyFieldCount; i < inputTotalFieldCount; i++) {
+        for (int i = inputKeyFieldCount; i < inputTotalFieldCount; i++, nullFlagsRunner++) {
             if (!typeTraits[i].isFixedLength()) {
-                //value fields
+                // for variable length fields, read the encoded length whether it's a value or null
                 cumul += encDec.decode();
-                decodedFieldSlots[field++] = cumul;
             } else {
-                //key or value fields
-                cumul += typeTraits[i].getFixedLength();
-                decodedFieldSlots[field++] = cumul;
+                // for fixed length fields, if the field is null, get the null length
+                if (nullTypeTraits != null && isNull(buf, tupleStartOff, nullFlagsRunner)) {
+                    cumul += nullTypeTraits.getFixedLength();
+                } else {
+                    cumul += typeTraits[i].getFixedLength();
+                }
             }
+            decodedFieldSlots[field++] = cumul;
         }
 
         dataStartOff = encDec.getPos();
@@ -102,19 +116,21 @@
 
     @Override
     public int getFieldLength(int fIdx) {
-        if (getInternalFieldIdx(fIdx) == 0) {
+        int internalFieldIdx = getInternalFieldIdx(fIdx);
+        if (internalFieldIdx == 0) {
             return decodedFieldSlots[0];
         } else {
-            return decodedFieldSlots[getInternalFieldIdx(fIdx)] - decodedFieldSlots[getInternalFieldIdx(fIdx) - 1];
+            return decodedFieldSlots[internalFieldIdx] - decodedFieldSlots[internalFieldIdx - 1];
         }
     }
 
     @Override
     public int getFieldStart(int fIdx) {
-        if (getInternalFieldIdx(fIdx) == 0) {
+        int internalFieldIdx = getInternalFieldIdx(fIdx);
+        if (internalFieldIdx == 0) {
             return dataStartOff;
         } else {
-            return dataStartOff + decodedFieldSlots[getInternalFieldIdx(fIdx) - 1];
+            return dataStartOff + decodedFieldSlots[internalFieldIdx - 1];
         }
     }
 
@@ -140,7 +156,14 @@
 
     @Override
     public boolean isAntimatter() {
+        // TODO(ali): antimatterAware should be checked?
         // Check antimatter bit.
         return BitOperationUtils.getBit(buf, tupleStartOff, ANTIMATTER_BIT_OFFSET);
     }
+
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        // 1 for antimatter
+        return antimatterAware ? fieldIdx + 1 : fieldIdx;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
index 5650cbb..6417839 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
@@ -23,6 +23,7 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.util.BitOperationUtils;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleWriter;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
@@ -30,14 +31,15 @@
 public class LSMRTreeTupleWriter extends RTreeTypeAwareTupleWriter implements ILSMTreeTupleWriter {
     private boolean isAntimatter;
 
-    public LSMRTreeTupleWriter(ITypeTraits[] typeTraits, boolean isAntimatter) {
-        super(typeTraits);
+    public LSMRTreeTupleWriter(ITypeTraits[] typeTraits, boolean isAntimatter, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.isAntimatter = isAntimatter;
     }
 
     @Override
     public LSMRTreeTupleReference createTupleReference() {
-        return new LSMRTreeTupleReference(typeTraits);
+        return new LSMRTreeTupleReference(typeTraits, nullTypeTraits);
     }
 
     @Override
@@ -72,4 +74,9 @@
         this.isAntimatter = isAntimatter;
     }
 
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        // 1 for antimatter
+        return fieldIdx + 1;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
index 4ad5e3a..040c805 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
@@ -20,6 +20,7 @@
 package org.apache.hyracks.storage.am.lsm.rtree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
 
 public class LSMRTreeTupleWriterFactory extends RTreeTypeAwareTupleWriterFactory {
@@ -27,14 +28,15 @@
     private static final long serialVersionUID = 1L;
     private final boolean isAntimatter;
 
-    public LSMRTreeTupleWriterFactory(ITypeTraits[] typeTraits, boolean isAntimatter) {
-        super(typeTraits);
+    public LSMRTreeTupleWriterFactory(ITypeTraits[] typeTraits, boolean isAntimatter, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.isAntimatter = isAntimatter;
     }
 
     @Override
     public LSMRTreeTupleWriter createTupleWriter() {
-        return new LSMRTreeTupleWriter(typeTraits, isAntimatter);
+        return new LSMRTreeTupleWriter(typeTraits, isAntimatter, nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactoryForPointMBR.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactoryForPointMBR.java
index 6a87af2..625883f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactoryForPointMBR.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactoryForPointMBR.java
@@ -20,6 +20,7 @@
 package org.apache.hyracks.storage.am.lsm.rtree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
 import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
 
@@ -32,8 +33,8 @@
     private final boolean isAntimatter;
 
     public LSMRTreeTupleWriterFactoryForPointMBR(ITypeTraits[] typeTraits, int keyFieldCount, int valueFieldCount,
-            boolean antimatterAware, boolean isDelete) {
-        super(typeTraits);
+            boolean antimatterAware, boolean isDelete, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.keyFieldCount = keyFieldCount;
         this.valueFieldCount = valueFieldCount;
         this.antimatterAware = antimatterAware;
@@ -43,7 +44,7 @@
     @Override
     public RTreeTypeAwareTupleWriter createTupleWriter() {
         return new LSMRTreeTupleWriterForPointMBR(typeTraits, keyFieldCount, valueFieldCount, antimatterAware,
-                isAntimatter);
+                isAntimatter, nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterForPointMBR.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterForPointMBR.java
index ce6bdeb..ff66a85 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterForPointMBR.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterForPointMBR.java
@@ -23,6 +23,7 @@
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.util.BitOperationUtils;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
 import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleWriter;
@@ -44,6 +45,7 @@
  */
 
 public class LSMRTreeTupleWriterForPointMBR extends RTreeTypeAwareTupleWriter implements ILSMTreeTupleWriter {
+
     private final int inputKeyFieldCount; //double field count for mbr secondary key of an input tuple
     private final int valueFieldCount; //value(or payload or primary key) field count (same for an input tuple and a stored tuple)
     private final int inputTotalFieldCount; //total field count (key + value fields) of an input tuple.
@@ -53,8 +55,9 @@
     private boolean isAntimatter;
 
     public LSMRTreeTupleWriterForPointMBR(ITypeTraits[] typeTraits, int keyFieldCount, int valueFieldCount,
-            boolean antimatterAware, boolean isAntimatter) {
-        super(typeTraits);
+            boolean antimatterAware, boolean isAntimatter, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
         this.inputKeyFieldCount = keyFieldCount;
         this.valueFieldCount = valueFieldCount;
         this.inputTotalFieldCount = keyFieldCount + valueFieldCount;
@@ -80,14 +83,15 @@
 
     @Override
     public LSMRTreeTupleReferenceForPointMBR createTupleReference() {
-        return new LSMRTreeTupleReferenceForPointMBR(typeTraits, inputKeyFieldCount, valueFieldCount, antimatterAware);
+        return new LSMRTreeTupleReferenceForPointMBR(typeTraits, inputKeyFieldCount, valueFieldCount, antimatterAware,
+                nullTypeTraits);
     }
 
     @Override
     public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
         int runner = targetOff;
         int nullFlagsBytes = getNullFlagsBytes(tuple);
-        // write null indicator bits
+        // reset null indicator bits
         for (int i = 0; i < nullFlagsBytes; i++) {
             targetBuf[runner++] = (byte) 0;
         }
@@ -99,15 +103,28 @@
             }
         }
 
+        int nullRunner = 0;
         // write key fields
-        for (int i = 0; i < storedKeyFieldCount; i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
-            runner += tuple.getFieldLength(i);
+        for (int i = 0; i < storedKeyFieldCount; i++, nullRunner++) {
+            byte[] fieldData = tuple.getFieldData(i);
+            int fieldOffset = tuple.getFieldStart(i);
+            int fieldLength = tuple.getFieldLength(i);
+            if (nullIntrospector != null && nullIntrospector.isNull(fieldData, fieldOffset, fieldLength)) {
+                setNullFlag(targetBuf, targetOff, nullRunner);
+            }
+            System.arraycopy(fieldData, fieldOffset, targetBuf, runner, fieldLength);
+            runner += fieldLength;
         }
         // write value fields
-        for (int i = inputKeyFieldCount; i < inputTotalFieldCount; i++) {
-            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
-            runner += tuple.getFieldLength(i);
+        for (int i = inputKeyFieldCount; i < inputTotalFieldCount; i++, nullRunner++) {
+            byte[] fieldData = tuple.getFieldData(i);
+            int fieldOffset = tuple.getFieldStart(i);
+            int fieldLength = tuple.getFieldLength(i);
+            if (nullIntrospector != null && nullIntrospector.isNull(fieldData, fieldOffset, fieldLength)) {
+                setNullFlag(targetBuf, targetOff, nullRunner);
+            }
+            System.arraycopy(fieldData, fieldOffset, targetBuf, runner, fieldLength);
+            runner += fieldLength;
         }
 
         //set antimatter bit if necessary
@@ -137,7 +154,7 @@
 
     @Override
     protected int getNullFlagsBytes(ITupleReference tuple) {
-        return BitOperationUtils.getFlagBytes(storedTotalFieldCount + (antimatterAware ? 1 : 0));
+        return BitOperationUtils.getFlagBytes(storedTotalFieldCount + valueFieldCount + (antimatterAware ? 1 : 0));
     }
 
     @Override
@@ -157,6 +174,7 @@
     }
 
     protected void setAntimatterBit(byte[] targetBuf, int targetOff) {
+        // TODO(ali): antimatterAware should be checked?
         // Set antimatter bit to 1.
         BitOperationUtils.setBit(targetBuf, targetOff, ANTIMATTER_BIT_OFFSET);
     }
@@ -165,4 +183,9 @@
     public void setAntimatter(boolean isAntimatter) {
         this.isAntimatter = isAntimatter;
     }
+
+    @Override
+    protected int getAdjustedFieldIdx(int fieldIdx) {
+        return antimatterAware ? fieldIdx + 1 : fieldIdx;
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
index ba6015d..a436c43 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
@@ -36,6 +36,7 @@
 import org.apache.hyracks.storage.am.btree.impls.BTree;
 import org.apache.hyracks.storage.am.btree.tuples.BTreeTypeAwareTupleWriterFactory;
 import org.apache.hyracks.storage.am.common.api.IMetadataPageManagerFactory;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
@@ -85,7 +86,8 @@
             ILSMPageWriteCallbackFactory pageWriteCallbackFactory, ILinearizeComparatorFactory linearizeCmpFactory,
             int[] rtreeFields, int[] buddyBTreeFields, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable, boolean isPointMBR,
-            IMetadataPageManagerFactory freePageManagerFactory) throws HyracksDataException {
+            IMetadataPageManagerFactory freePageManagerFactory, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         int valueFieldCount = buddyBTreeFields.length;
         int keyFieldCount = typeTraits.length - valueFieldCount;
         ITypeTraits[] btreeTypeTraits = new ITypeTraits[valueFieldCount];
@@ -93,16 +95,16 @@
             btreeTypeTraits[i] = typeTraits[buddyBTreeFields[i]];
         }
         RTreeTypeAwareTupleWriterFactory rtreeInteriorFrameTupleWriterFactory =
-                new RTreeTypeAwareTupleWriterFactory(typeTraits);
+                new RTreeTypeAwareTupleWriterFactory(typeTraits, nullTypeTraits, nullIntrospector);
         RTreeTypeAwareTupleWriterFactory rtreeLeafFrameTupleWriterFactory = null;
         if (isPointMBR) {
-            rtreeLeafFrameTupleWriterFactory =
-                    new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount, valueFieldCount, false, false);
+            rtreeLeafFrameTupleWriterFactory = new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount,
+                    valueFieldCount, false, false, nullTypeTraits, nullIntrospector);
         } else {
             rtreeLeafFrameTupleWriterFactory = rtreeInteriorFrameTupleWriterFactory;
         }
         BTreeTypeAwareTupleWriterFactory btreeTupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(btreeTypeTraits, false);
+                new BTreeTypeAwareTupleWriterFactory(btreeTypeTraits, false, nullTypeTraits, nullIntrospector);
         RTreeFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(
                 rtreeInteriorFrameTupleWriterFactory, valueProviderFactories, rtreePolicyType, isPointMBR);
         RTreeFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeLeafFrameTupleWriterFactory,
@@ -127,7 +129,8 @@
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, nullTypeTraits, nullIntrospector);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
@@ -154,28 +157,33 @@
             ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             ILinearizeComparatorFactory linearizerCmpFactory, int[] rtreeFields, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable, boolean isPointMBR,
-            IMetadataPageManagerFactory freePageManagerFactory) throws HyracksDataException {
+            IMetadataPageManagerFactory freePageManagerFactory, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) throws HyracksDataException {
         RTreeTypeAwareTupleWriterFactory rtreeInteriorFrameTupleWriterFactory =
-                new LSMRTreeTupleWriterFactory(typeTraits, false);
+                new LSMRTreeTupleWriterFactory(typeTraits, false, nullTypeTraits, nullIntrospector);
         RTreeTypeAwareTupleWriterFactory rtreeLeafFrameTupleWriterFactory;
         RTreeTypeAwareTupleWriterFactory rtreeLeafFrameCopyTupleWriterFactory;
         RTreeTypeAwareTupleWriterFactory rtreeLeafFrameBulkLoadWriterFactory;
         if (isPointMBR) {
             int keyFieldCount = rtreeCmpFactories.length;
             int valueFieldCount = btreeComparatorFactories.length - keyFieldCount;
-            rtreeLeafFrameTupleWriterFactory =
-                    new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount, valueFieldCount, true, false);
-            rtreeLeafFrameCopyTupleWriterFactory =
-                    new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount, valueFieldCount, true, false);
-            rtreeLeafFrameBulkLoadWriterFactory =
-                    new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount, valueFieldCount, true, false);
+            rtreeLeafFrameTupleWriterFactory = new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount,
+                    valueFieldCount, true, false, nullTypeTraits, nullIntrospector);
+            rtreeLeafFrameCopyTupleWriterFactory = new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount,
+                    valueFieldCount, true, false, nullTypeTraits, nullIntrospector);
+            rtreeLeafFrameBulkLoadWriterFactory = new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount,
+                    valueFieldCount, true, false, nullTypeTraits, nullIntrospector);
         } else {
-            rtreeLeafFrameTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, false);
-            rtreeLeafFrameCopyTupleWriterFactory = new LSMRTreeCopyTupleWriterFactory(typeTraits);
-            rtreeLeafFrameBulkLoadWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, false);
+            rtreeLeafFrameTupleWriterFactory =
+                    new LSMRTreeTupleWriterFactory(typeTraits, false, nullTypeTraits, nullIntrospector);
+            rtreeLeafFrameCopyTupleWriterFactory =
+                    new LSMRTreeCopyTupleWriterFactory(typeTraits, nullTypeTraits, nullIntrospector);
+            rtreeLeafFrameBulkLoadWriterFactory =
+                    new LSMRTreeTupleWriterFactory(typeTraits, false, nullTypeTraits, nullIntrospector);
         }
 
-        LSMRTreeTupleWriterFactory btreeTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, true);
+        LSMRTreeTupleWriterFactory btreeTupleWriterFactory =
+                new LSMRTreeTupleWriterFactory(typeTraits, true, nullTypeTraits, nullIntrospector);
 
         RTreeFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(
                 rtreeInteriorFrameTupleWriterFactory, valueProviderFactories, rtreePolicyType, isPointMBR);
@@ -217,7 +225,8 @@
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, nullTypeTraits, nullIntrospector);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
@@ -245,8 +254,8 @@
             ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
             ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILSMPageWriteCallbackFactory pageWriteCallbackFactory,
             ILinearizeComparatorFactory linearizeCmpFactory, int[] buddyBTreeFields, boolean durable,
-            boolean isPointMBR, IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer)
-            throws HyracksDataException {
+            boolean isPointMBR, IMetadataPageManagerFactory freePageManagerFactory, ITracer tracer,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) throws HyracksDataException {
 
         int keyFieldCount = rtreeCmpFactories.length;
         int valueFieldCount = typeTraits.length - keyFieldCount;
@@ -255,16 +264,16 @@
             btreeTypeTraits[i] = typeTraits[buddyBTreeFields[i]];
         }
         RTreeTypeAwareTupleWriterFactory rtreeInteriorFrameTupleWriterFactory =
-                new RTreeTypeAwareTupleWriterFactory(typeTraits);
+                new RTreeTypeAwareTupleWriterFactory(typeTraits, nullTypeTraits, nullIntrospector);
         RTreeTypeAwareTupleWriterFactory rtreeLeafFrameTupleWriterFactory = null;
         if (isPointMBR) {
-            rtreeLeafFrameTupleWriterFactory =
-                    new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount, valueFieldCount, false, false);
+            rtreeLeafFrameTupleWriterFactory = new LSMRTreeTupleWriterFactoryForPointMBR(typeTraits, keyFieldCount,
+                    valueFieldCount, false, false, nullTypeTraits, nullIntrospector);
         } else {
             rtreeLeafFrameTupleWriterFactory = rtreeInteriorFrameTupleWriterFactory;
         }
         BTreeTypeAwareTupleWriterFactory btreeTupleWriterFactory =
-                new BTreeTypeAwareTupleWriterFactory(btreeTypeTraits, false);
+                new BTreeTypeAwareTupleWriterFactory(btreeTypeTraits, false, nullTypeTraits, nullIntrospector);
         RTreeFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(
                 rtreeInteriorFrameTupleWriterFactory, valueProviderFactories, rtreePolicyType, isPointMBR);
         RTreeFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeLeafFrameTupleWriterFactory,
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/pom.xml
index a1cbdb1..0c92622 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResource.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResource.java
index f9eb844..9195982 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResource.java
@@ -24,6 +24,7 @@
 import org.apache.hyracks.api.exceptions.HyracksDataException;
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
@@ -42,10 +43,13 @@
     private final IPageManagerFactory pageManagerFactory;
     private final IPrimitiveValueProviderFactory[] valueProviderFactories;
     private final RTreePolicyType rtreePolicyType;
+    private final ITypeTraits nullTypeTraits;
+    private final INullIntrospector nullIntrospector;
 
     public RTreeResource(String path, IStorageManager storageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType) {
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.path = path;
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
@@ -53,6 +57,8 @@
         this.pageManagerFactory = pageManagerFactory;
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
@@ -60,7 +66,8 @@
         IIOManager ioManager = ctx.getIoManager();
         FileReference resourceRef = ioManager.resolve(path);
         return RTreeUtils.createRTree(storageManager.getBufferCache(ctx), typeTraits, valueProviderFactories,
-                comparatorFactories, rtreePolicyType, resourceRef, false, pageManagerFactory);
+                comparatorFactories, rtreePolicyType, resourceRef, false, pageManagerFactory, nullTypeTraits,
+                nullIntrospector);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResourceFactory.java
index 1a3bb0b..43ccc0d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeResourceFactory.java
@@ -21,6 +21,7 @@
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
 import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
@@ -30,29 +31,34 @@
 
 public class RTreeResourceFactory implements IResourceFactory {
 
-    private static final long serialVersionUID = 1L;
+    private static final long serialVersionUID = 2L;
     private final IStorageManager storageManager;
     private final ITypeTraits[] typeTraits;
     private final IBinaryComparatorFactory[] comparatorFactories;
     private final IPageManagerFactory pageManagerFactory;
     private final IPrimitiveValueProviderFactory[] valueProviderFactories;
     private final RTreePolicyType rtreePolicyType;
+    private final ITypeTraits nullTypeTraits;
+    private final INullIntrospector nullIntrospector;
 
     public RTreeResourceFactory(IStorageManager storageManager, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, IPageManagerFactory pageManagerFactory,
-            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType) {
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
         this.storageManager = storageManager;
         this.typeTraits = typeTraits;
         this.comparatorFactories = comparatorFactories;
         this.pageManagerFactory = pageManagerFactory;
         this.valueProviderFactories = valueProviderFactories;
         this.rtreePolicyType = rtreePolicyType;
+        this.nullTypeTraits = nullTypeTraits;
+        this.nullIntrospector = nullIntrospector;
     }
 
     @Override
     public IResource createResource(FileReference fileRef) {
         return new RTreeResource(fileRef.getRelativePath(), storageManager, typeTraits, comparatorFactories,
-                pageManagerFactory, valueProviderFactories, rtreePolicyType);
+                pageManagerFactory, valueProviderFactories, rtreePolicyType, nullTypeTraits, nullIntrospector);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
index 46727cd..cc6d76d 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
@@ -39,6 +39,7 @@
     protected final int[] minFilterFieldIndexes;
     protected final int[] maxFilterFieldIndexes;
     protected final boolean appendIndexFilter;
+    protected final IMissingWriterFactory nonFilterWriterFactory;
     protected final IIndexDataflowHelperFactory indexHelperFactory;
     protected final boolean retainInput;
     protected final boolean retainMissing;
@@ -52,18 +53,19 @@
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory indexHelperFactory,
             boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
             ISearchOperationCallbackFactory searchCallbackFactory, int[] minFilterFieldIndexes,
-            int[] maxFilterFieldIndexes, boolean appendIndexFilter) {
+            int[] maxFilterFieldIndexes, boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory) {
         this(spec, outRecDesc, keyFields, lowKeyInclusive, highKeyInclusive, indexHelperFactory, retainInput,
                 retainMissing, missingWriterFactory, searchCallbackFactory, minFilterFieldIndexes,
-                maxFilterFieldIndexes, appendIndexFilter, false, null, null);
+                maxFilterFieldIndexes, appendIndexFilter, nonFilterWriterFactory, false, null, null);
     }
 
     public RTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor outRecDesc, int[] keyFields,
             boolean lowKeyInclusive, boolean highKeyInclusive, IIndexDataflowHelperFactory indexHelperFactory,
             boolean retainInput, boolean retainMissing, IMissingWriterFactory missingWriterFactory,
             ISearchOperationCallbackFactory searchCallbackFactory, int[] minFilterFieldIndexes,
-            int[] maxFilterFieldIndexes, boolean appendIndexFilter, boolean appendOpCallbackProceedResult,
-            byte[] searchCallbackProceedResultFalseValue, byte[] searchCallbackProceedResultTrueValue) {
+            int[] maxFilterFieldIndexes, boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory,
+            boolean appendOpCallbackProceedResult, byte[] searchCallbackProceedResultFalseValue,
+            byte[] searchCallbackProceedResultTrueValue) {
         super(spec, 1, 1);
         this.indexHelperFactory = indexHelperFactory;
         this.retainInput = retainInput;
@@ -76,6 +78,7 @@
         this.minFilterFieldIndexes = minFilterFieldIndexes;
         this.maxFilterFieldIndexes = maxFilterFieldIndexes;
         this.appendIndexFilter = appendIndexFilter;
+        this.nonFilterWriterFactory = nonFilterWriterFactory;
         this.outRecDescs[0] = outRecDesc;
         this.appendOpCallbackProceedResult = appendOpCallbackProceedResult;
         this.searchCallbackProceedResultFalseValue = searchCallbackProceedResultFalseValue;
@@ -88,7 +91,7 @@
         return new RTreeSearchOperatorNodePushable(ctx, partition,
                 recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), keyFields, minFilterFieldIndexes,
                 maxFilterFieldIndexes, indexHelperFactory, retainInput, retainMissing, missingWriterFactory,
-                searchCallbackFactory, appendIndexFilter, appendOpCallbackProceedResult,
+                searchCallbackFactory, appendIndexFilter, nonFilterWriterFactory, appendOpCallbackProceedResult,
                 searchCallbackProceedResultFalseValue, searchCallbackProceedResultTrueValue);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
index 4d460b1..a8a4252 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
@@ -42,23 +42,23 @@
             int[] keyFields, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes,
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
-            boolean appendIndexFilter) throws HyracksDataException {
+            boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory) throws HyracksDataException {
         this(ctx, partition, inputRecDesc, keyFields, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter, false, null,
-                null);
+                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter,
+                nonFilterWriterFactory, false, null, null);
     }
 
     public RTreeSearchOperatorNodePushable(IHyracksTaskContext ctx, int partition, RecordDescriptor inputRecDesc,
             int[] keyFields, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes,
             IIndexDataflowHelperFactory indexHelperFactory, boolean retainInput, boolean retainMissing,
             IMissingWriterFactory missingWriterFactory, ISearchOperationCallbackFactory searchCallbackFactory,
-            boolean appendIndexFilter, boolean appendOpCallbackProceedResult,
-            byte[] searchCallbackProceedResultFalseValue, byte[] searchCallbackProceedResultTrueValue)
-            throws HyracksDataException {
+            boolean appendIndexFilter, IMissingWriterFactory nonFilterWriterFactory,
+            boolean appendOpCallbackProceedResult, byte[] searchCallbackProceedResultFalseValue,
+            byte[] searchCallbackProceedResultTrueValue) throws HyracksDataException {
         // TODO: predicate & limit pushdown not enabled for RTree yet
         super(ctx, inputRecDesc, partition, minFilterFieldIndexes, maxFilterFieldIndexes, indexHelperFactory,
-                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter, null, -1,
-                appendOpCallbackProceedResult, searchCallbackProceedResultFalseValue,
+                retainInput, retainMissing, missingWriterFactory, searchCallbackFactory, appendIndexFilter,
+                nonFilterWriterFactory, null, -1, appendOpCallbackProceedResult, searchCallbackProceedResultFalseValue,
                 searchCallbackProceedResultTrueValue);
         if (keyFields != null && keyFields.length > 0) {
             searchKey = new PermutingFrameTupleReference();
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java
index 14c5eac..4398297 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java
@@ -37,12 +37,7 @@
 
     @Override
     public IPrimitiveValueProvider createPrimitiveValueProvider() {
-        return new IPrimitiveValueProvider() {
-            @Override
-            public double getValue(byte[] bytes, int offset) {
-                return DoublePointable.getDouble(bytes, offset);
-            }
-        };
+        return DoublePointable::getDouble;
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java
index f3c4b62..1793c76 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java
@@ -37,12 +37,7 @@
 
     @Override
     public IPrimitiveValueProvider createPrimitiveValueProvider() {
-        return new IPrimitiveValueProvider() {
-            @Override
-            public double getValue(byte[] bytes, int offset) {
-                return FloatPointable.getFloat(bytes, offset);
-            }
-        };
+        return FloatPointable::getFloat;
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java
index 3e26d82..cdec59f 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java
@@ -37,12 +37,7 @@
 
     @Override
     public IPrimitiveValueProvider createPrimitiveValueProvider() {
-        return new IPrimitiveValueProvider() {
-            @Override
-            public double getValue(byte[] bytes, int offset) {
-                return IntegerPointable.getInteger(bytes, offset);
-            }
-        };
+        return IntegerPointable::getInteger;
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleReference.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleReference.java
index 61e2326..8f1b660 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleReference.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleReference.java
@@ -26,8 +26,8 @@
 
 public class RTreeTypeAwareTupleReference extends TypeAwareTupleReference implements ITreeIndexTupleReference {
 
-    public RTreeTypeAwareTupleReference(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public RTreeTypeAwareTupleReference(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits) {
+        super(typeTraits, nullTypeTraits);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java
index 40b0481..02bf4a2 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java
@@ -22,14 +22,16 @@
 import java.nio.ByteBuffer;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
 import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
 
 public class RTreeTypeAwareTupleWriter extends TypeAwareTupleWriter {
 
-    public RTreeTypeAwareTupleWriter(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public RTreeTypeAwareTupleWriter(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
     }
 
     public int writeTupleFields(ITreeIndexTupleReference[] refs, int startField, ByteBuffer targetBuf, int targetOff) {
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java
index 4536a0c..56241e0 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java
@@ -20,18 +20,20 @@
 package org.apache.hyracks.storage.am.rtree.tuples;
 
 import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
 
 public class RTreeTypeAwareTupleWriterFactory extends TypeAwareTupleWriterFactory {
 
     private static final long serialVersionUID = 1L;
 
-    public RTreeTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits) {
-        super(typeTraits);
+    public RTreeTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, ITypeTraits nullTypeTraits,
+            INullIntrospector nullIntrospector) {
+        super(typeTraits, nullTypeTraits, nullIntrospector);
     }
 
     @Override
     public RTreeTypeAwareTupleWriter createTupleWriter() {
-        return new RTreeTypeAwareTupleWriter(typeTraits);
+        return new RTreeTypeAwareTupleWriter(typeTraits, nullTypeTraits, nullIntrospector);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java
index 204248f..7df5802 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java
@@ -25,6 +25,7 @@
 import org.apache.hyracks.api.io.FileReference;
 import org.apache.hyracks.data.std.api.IPointableFactory;
 import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.INullIntrospector;
 import org.apache.hyracks.storage.am.common.api.IPageManagerFactory;
 import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
@@ -45,9 +46,10 @@
     public static RTree createRTree(IBufferCache bufferCache, ITypeTraits[] typeTraits,
             IPrimitiveValueProviderFactory[] valueProviderFactories, IBinaryComparatorFactory[] cmpFactories,
             RTreePolicyType rtreePolicyType, FileReference file, boolean isPointMBR,
-            IPageManagerFactory pageManagerFactory) {
+            IPageManagerFactory pageManagerFactory, ITypeTraits nullTypeTraits, INullIntrospector nullIntrospector) {
 
-        RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits);
+        RTreeTypeAwareTupleWriterFactory tupleWriterFactory =
+                new RTreeTypeAwareTupleWriterFactory(typeTraits, nullTypeTraits, nullIntrospector);
         ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory,
                 valueProviderFactories, rtreePolicyType, isPointMBR);
         ITreeIndexFrameFactory leafFrameFactory =
diff --git a/hyracks-fullstack/hyracks/hyracks-storage-common/pom.xml b/hyracks-fullstack/hyracks/hyracks-storage-common/pom.xml
index 7ed6d34..a1c4b02 100644
--- a/hyracks-fullstack/hyracks/hyracks-storage-common/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-storage-common/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <licenses>
     <license>
diff --git a/hyracks-fullstack/hyracks/hyracks-test-support/pom.xml b/hyracks-fullstack/hyracks/hyracks-test-support/pom.xml
index 1ba8b5b..8e4b23f 100644
--- a/hyracks-fullstack/hyracks/hyracks-test-support/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-test-support/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java b/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java
index c485b32..46e3eec 100644
--- a/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java
@@ -19,6 +19,7 @@
 package org.apache.hyracks.test.support;
 
 import java.nio.ByteBuffer;
+import java.time.ZoneId;
 
 import org.apache.hyracks.api.application.INCServiceContext;
 import org.apache.hyracks.api.context.IHyracksJobletContext;
@@ -40,6 +41,7 @@
     private final JobId jobId;
     private final WorkspaceFileFactory fileFactory;
     private final long jobStartTime;
+    private final String jobStartTimeZoneId;
 
     TestJobletContext(int frameSize, INCServiceContext serviceContext, JobId jobId) throws HyracksException {
         this.serviceContext = serviceContext;
@@ -47,6 +49,7 @@
         fileFactory = new WorkspaceFileFactory(this, getIoManager());
         this.frameManger = new FrameManager(frameSize);
         this.jobStartTime = System.currentTimeMillis();
+        this.jobStartTimeZoneId = ZoneId.systemDefault().getId();
     }
 
     @Override
@@ -125,6 +128,11 @@
     }
 
     @Override
+    public String getJobStartTimeZoneId() {
+        return jobStartTimeZoneId;
+    }
+
+    @Override
     public Object getGlobalJobData() {
         return null;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java b/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java
index a2da285..ee10176 100644
--- a/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java
+++ b/hyracks-fullstack/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java
@@ -63,12 +63,7 @@
     private static int pageSize;
     private static int numPages;
     private static int maxOpenFiles;
-    private final static ThreadFactory threadFactory = new ThreadFactory() {
-        @Override
-        public Thread newThread(Runnable r) {
-            return new Thread(r);
-        }
-    };
+    private final static ThreadFactory threadFactory = Thread::new;
 
     public static void init(int pageSize, int numPages, int maxOpenFiles) {
         TestStorageManagerComponentHolder.pageSize = pageSize;
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-dataflow-common-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-dataflow-common-test/pom.xml
index 75ffbe3..06381a9 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-dataflow-common-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-dataflow-common-test/pom.xml
@@ -25,7 +25,7 @@
     <parent>
         <groupId>org.apache.hyracks</groupId>
         <artifactId>hyracks-tests</artifactId>
-        <version>0.3.6-SNAPSHOT</version>
+        <version>0.3.8-SNAPSHOT</version>
     </parent>
 
     <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
index 9f10473..f061079 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
index fb82d56..dc93d8b 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <properties>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java
index 8c0f5a5..9d91e14 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java
@@ -53,7 +53,7 @@
         LinkedMetaDataPageManager freePageManager =
                 new LinkedMetaDataPageManager(harness.getBufferCache(), metaFrameFactory);
         return BTreeUtils.createBTree(harness.getBufferCache(), typeTraits, cmpFactories,
-                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference(), freePageManager, false);
+                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference(), freePageManager, false, null, null);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
index ad9198c..786a6af 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
@@ -39,7 +39,7 @@
         IMetadataPageManager freePageManager = freePageManagerFactory.createPageManager(harness.getBufferCache());
         index = BTreeUtils.createBTree(harness.getBufferCache(), SerdeUtils.serdesToTypeTraits(keySerdes),
                 SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
-                harness.getFileReference(), freePageManager, false);
+                harness.getFileReference(), freePageManager, false, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java
index 2e2f306..82cd909 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java
@@ -66,7 +66,7 @@
     public static final int FIELD_COUNT = 2;
     public static final ITypeTraits[] TYPE_TRAITS = { IntegerPointable.TYPE_TRAITS, IntegerPointable.TYPE_TRAITS };
     public static final BTreeTypeAwareTupleWriterFactory TUPLE_WRITER_FACTORY =
-            new BTreeTypeAwareTupleWriterFactory(TYPE_TRAITS, false);
+            new BTreeTypeAwareTupleWriterFactory(TYPE_TRAITS, false, null, null);
     public static final ITreeIndexMetadataFrameFactory META_FRAME_FACTORY = new LIFOMetaDataFrameFactory();
     public static final int KEY_FIELDS_COUNT = 1;
     public static final IBinaryComparatorFactory[] CMP_FACTORIES = { IntegerBinaryComparatorFactory.INSTANCE };
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
index 89399bd..a7b4c4d 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
@@ -40,7 +40,7 @@
                 new LinkedMetaDataPageManager(harness.getBufferCache(), metaFrameFactory);
         index = BTreeUtils.createBTree(harness.getBufferCache(), SerdeUtils.serdesToTypeTraits(keySerdes),
                 SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
-                harness.getFileReference(), freePageManager, false);
+                harness.getFileReference(), freePageManager, false, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java
index 7a24727..97e5e46 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java
@@ -84,7 +84,8 @@
         int keyFieldCount = 1;
         IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
         cmpFactories[0] = IntegerBinaryComparatorFactory.INSTANCE;
-        BTreeTypeAwareTupleWriterFactory tupleWriterFactory = new BTreeTypeAwareTupleWriterFactory(typeTraits, false);
+        BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, false, null, null);
         ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         ITreeIndexMetadataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
index 5b86b4f..720dd59 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
@@ -74,7 +74,8 @@
         ISerializerDeserializer[] recDescSers =
                 { IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
 
-        BTreeTypeAwareTupleWriterFactory tupleWriterFactory = new BTreeTypeAwareTupleWriterFactory(typeTraits, false);
+        BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, false, null, null);
         ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         ITreeIndexMetadataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java
index fe05828..e9b9e7f 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java
@@ -131,7 +131,7 @@
         ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(btreeFileId, 0), true);
         try {
 
-            BTreeTypeAwareTupleWriter tupleWriter = new BTreeTypeAwareTupleWriter(typeTraits, false);
+            BTreeTypeAwareTupleWriter tupleWriter = new BTreeTypeAwareTupleWriter(typeTraits, false, null, null);
             BTreeFieldPrefixNSMLeafFrame frame = new BTreeFieldPrefixNSMLeafFrame(tupleWriter);
             frame.setPage(page);
             frame.initBuffer((byte) 0);
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
index dcdbdc6..6b94b03 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
@@ -54,7 +54,7 @@
             int[] bloomFilterKeyFields) throws HyracksDataException {
         return BTreeUtils.createBTree(harness.getBufferCache(), typeTraits, cmpFactories,
                 BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference(),
-                harness.getPageManagerFactory().createPageManager(harness.getBufferCache()), false);
+                harness.getPageManagerFactory().createPageManager(harness.getBufferCache()), false, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java
index 9d66b64..eaa1c28 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java
@@ -56,7 +56,8 @@
             IPageManager pageManager) throws Exception {
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
-        BTree btree = BTreeUtils.createBTree(bufferCache, typeTraits, cmpFactories, leafType, file, pageManager, false);
+        BTree btree = BTreeUtils.createBTree(bufferCache, typeTraits, cmpFactories, leafType, file, pageManager, false,
+                null, null);
         BTreeTestContext testCtx = new BTreeTestContext(fieldSerdes, btree);
         return testCtx;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
index da4a9c4..2e882ac 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/EncapsulatingIoCallback.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/EncapsulatingIoCallback.java
index cb791c5..7e0ee35 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/EncapsulatingIoCallback.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/EncapsulatingIoCallback.java
@@ -100,6 +100,11 @@
         encapsulated.allocated(component);
     }
 
+    @Override
+    public long getLastValidSequence() throws HyracksDataException {
+        return encapsulated.getLastValidSequence();
+    }
+
     public ILSMIOOperationCallback getEncapsulated() {
         return encapsulated;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
index 1d41280..3313443 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
@@ -64,7 +64,7 @@
                 harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallbackFactory(),
                 harness.getPageWriteCallbackFactory(), true, filterTypeTraits, filterCmpFactories, btreeFields,
                 filterFields, true, harness.getMetadataPageManagerFactory(), false, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null);
+                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null, null, null);
     }
 
     @Before
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
index 8d8ec23..2476761 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
@@ -54,7 +54,7 @@
                 NoOpOperationTrackerFactory.INSTANCE.getOperationTracker(null, null), harness.getIOScheduler(),
                 harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(), true, null, null, null,
                 null, true, harness.getMetadataPageManagerFactory(), false, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER);
+                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
index ab068ae..6dec9f4 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
@@ -63,7 +63,7 @@
                 NoOpOperationTrackerFactory.INSTANCE.getOperationTracker(null, null), harness.getIOScheduler(),
                 harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(), true, null, null, null,
                 null, true, harness.getMetadataPageManagerFactory(), false, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER);
+                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateInPlaceTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateInPlaceTest.java
index 2954854..0a4b37b 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateInPlaceTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateInPlaceTest.java
@@ -76,7 +76,7 @@
                 NoOpOperationTrackerFactory.INSTANCE.getOperationTracker(null, null), harness.getIOScheduler(),
                 harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(), true, null, null, null,
                 null, true, harness.getMetadataPageManagerFactory(), true, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER);
+                NoOpCompressorDecompressorFactory.INSTANCE, HAS_BLOOM_FILTER, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResource.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResource.java
index 3450531..8e2d6dd 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResource.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResource.java
@@ -61,7 +61,7 @@
                 storageManager, mergePolicyFactory, mergePolicyProperties, filterTypeTraits, filterCmpFactories,
                 btreeFields, filterFields, opTrackerProvider, ioOpCallbackFactory, pageWriteCallbackFactory,
                 metadataPageManagerFactory, vbcProvider, ioSchedulerProvider, durable,
-                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter);
+                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter, null, null);
     }
 
     protected TestLsmBtreeLocalResource(IPersistedResourceRegistry registry, JsonNode json, int[] bloomFilterKeyFields,
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResourceFactory.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResourceFactory.java
index 229b027..7d9b24a 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResourceFactory.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeLocalResourceFactory.java
@@ -51,7 +51,7 @@
                 opTrackerFactory, ioOpCallbackFactory, pageWriteCallbackFactory, metadataPageManagerFactory,
                 vbcProvider, ioSchedulerProvider, mergePolicyFactory, mergePolicyProperties, durable,
                 bloomFilterKeyFields, bloomFilterFalsePositiveRate, isPrimary, btreeFields,
-                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter);
+                NoOpCompressorDecompressorFactory.INSTANCE, hasBloomFilter, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeUtil.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeUtil.java
index eebfb2b..dd42838 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/impl/TestLsmBtreeUtil.java
@@ -68,11 +68,11 @@
             int[] btreeFields, int[] filterFields, boolean durable, IMetadataPageManagerFactory freePageManagerFactory,
             boolean updateAware, ITracer tracer) throws HyracksDataException {
         LSMBTreeTupleWriterFactory insertTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, updateAware);
+                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, false, updateAware, null, null);
         LSMBTreeTupleWriterFactory deleteTupleWriterFactory =
-                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, true, updateAware);
+                new LSMBTreeTupleWriterFactory(typeTraits, cmpFactories.length, true, updateAware, null, null);
         LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory =
-                new LSMBTreeCopyTupleWriterFactory(typeTraits, cmpFactories.length, updateAware);
+                new LSMBTreeCopyTupleWriterFactory(typeTraits, cmpFactories.length, updateAware, null, null);
         ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
         ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
         ITreeIndexFrameFactory deleteLeafFrameFactory = new BTreeNSMLeafFrameFactory(deleteTupleWriterFactory);
@@ -88,7 +88,8 @@
         LSMComponentFilterFrameFactory filterFrameFactory = null;
         LSMComponentFilterManager filterManager = null;
         if (filterCmpFactories != null) {
-            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            TypeAwareTupleWriterFactory filterTupleWriterFactory =
+                    new TypeAwareTupleWriterFactory(filterTypeTraits, null, null);
             filterHelper = new ComponentFilterHelper(filterTupleWriterFactory, filterCmpFactories);
             filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory);
             filterManager = new LSMComponentFilterManager(filterFrameFactory);
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
index fb1244f..66af4b2 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
@@ -60,7 +60,7 @@
                 harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallbackFactory(),
                 harness.getPageWriteCallbackFactory(), true, null, null, null, null, true,
                 harness.getMetadataPageManagerFactory(), false, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null);
+                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
index 60a054e..baa5508 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
@@ -49,6 +49,6 @@
         ITreeIndexMetadataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
         LinkedMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
         btree = BTreeUtils.createBTree(bufferCache, typeTraits, cmpFactories, BTreeLeafFrameType.REGULAR_NSM, file,
-                freePageManager, false);
+                freePageManager, false, null, null);
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
index c476a8c..c57badc 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
@@ -116,7 +116,7 @@
             this.dataGen = dataGen;
             this.numBatches = numBatches;
             this.skipList = skipList;
-            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits, null, null);
             tupleWriter = tupleWriterFactory.createTupleWriter();
             int numTuples = numBatches * batchSize;
             tuples = new TypeAwareTupleReference[numTuples];
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
index 3307093..1eb4646 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
@@ -68,7 +68,8 @@
     protected void init(int pageSize, int numPages, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
             throws HyracksDataException {
         bufferCache = new VirtualBufferCache(new HeapBufferAllocator(), pageSize, numPages);
-        BTreeTypeAwareTupleWriterFactory tupleWriterFactory = new BTreeTypeAwareTupleWriterFactory(typeTraits, false);
+        BTreeTypeAwareTupleWriterFactory tupleWriterFactory =
+                new BTreeTypeAwareTupleWriterFactory(typeTraits, false, null, null);
         ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
         ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
         IPageManager freePageManager = new VirtualFreePageManager(bufferCache);
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
index 4501485..1455fb3 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
@@ -71,7 +71,7 @@
         this.batchSize = batchSize;
         this.typeTraits = typeTraits;
         tupleCmp = new TupleComparator(cmp);
-        tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits, null, null);
         tupleWriter = tupleWriterFactory.createTupleWriter();
         int numTuples = numBatches * batchSize;
         tuples = new ArrayList<TypeAwareTupleReference>();
@@ -131,7 +131,7 @@
             this.dataGen = dataGen;
             this.numBatches = numBatches;
             this.skipList = skipList;
-            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits, null, null);
             tupleWriter = tupleWriterFactory.createTupleWriter();
             int numTuples = numBatches * batchSize;
             tuples = new TypeAwareTupleReference[numTuples];
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
index f487bf1..6126040 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
@@ -81,12 +81,7 @@
     protected IBufferCache memBufferCache;
     private final int onDiskPageSize;
     private final int onDiskNumPages;
-    private final static ThreadFactory threadFactory = new ThreadFactory() {
-        @Override
-        public Thread newThread(Runnable r) {
-            return new Thread(r);
-        }
-    };
+    private final static ThreadFactory threadFactory = Thread::new;
 
     public LSMTreeRunner(int numBatches, int inMemPageSize, int inMemNumPages, int onDiskPageSize, int onDiskNumPages,
             ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields,
@@ -128,7 +123,7 @@
                 new ThreadCountingTracker(), ioScheduler, NoOpIOOperationCallbackFactory.INSTANCE,
                 NoOpPageWriteCallbackFactory.INSTANCE, true, null, null, null, null, true,
                 TestStorageManagerComponentHolder.getMetadataPageManagerFactory(), false, ITracer.NONE,
-                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null);
+                NoOpCompressorDecompressorFactory.INSTANCE, bloomFilterKeyFields != null, null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
index b81167b..0a34c45 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
@@ -68,7 +68,7 @@
             for (int numFields = numKeyFields; numFields <= maxFieldSerdes.length; numFields++) {
                 // Create and write tuple to bytes using an LSMBTreeTupleWriter.
                 LSMBTreeTupleWriter maxMatterTupleWriter =
-                        new LSMBTreeTupleWriter(maxTypeTraits, numKeyFields, false, false);
+                        new LSMBTreeTupleWriter(maxTypeTraits, numKeyFields, false, false, null, null);
                 ITupleReference maxTuple = TupleUtils.createTuple(maxFieldSerdes, (Object[]) maxFields);
                 ByteBuffer maxMatterBuf = writeTuple(maxTuple, maxMatterTupleWriter);
                 // Tuple reference should work for both matter and antimatter tuples (doesn't matter which factory creates it).
@@ -84,10 +84,12 @@
                 }
                 // Create and write tuple to bytes using an LSMBTreeTupleWriter.
                 ITupleReference tuple = TupleUtils.createTuple(fieldSerdes, (Object[]) fields);
-                LSMBTreeTupleWriter matterTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, false, false);
+                LSMBTreeTupleWriter matterTupleWriter =
+                        new LSMBTreeTupleWriter(typeTraits, numKeyFields, false, false, null, null);
                 LSMBTreeTupleWriter antimatterTupleWriter =
-                        new LSMBTreeTupleWriter(typeTraits, numKeyFields, true, false);
-                LSMBTreeCopyTupleWriter copyTupleWriter = new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields, false);
+                        new LSMBTreeTupleWriter(typeTraits, numKeyFields, true, false, null, null);
+                LSMBTreeCopyTupleWriter copyTupleWriter =
+                        new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields, false, null, null);
                 ByteBuffer matterBuf = writeTuple(tuple, matterTupleWriter);
                 ByteBuffer antimatterBuf = writeTuple(tuple, antimatterTupleWriter);
 
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
index 6da04e7..928f60c 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
@@ -103,7 +103,7 @@
                     cmpFactories, bloomFilterKeyFields, bloomFilterFalsePositiveRate, mergePolicy, opTracker,
                     ioScheduler, ioOpCallbackFactory, pageWriteCallbackFactory, needKeyDupCheck, filterTypeTraits,
                     filterCmp, btreefields, filterfields, true, metadataPageManagerFactory, updateAware, ITracer.NONE,
-                    NoOpCompressorDecompressorFactory.INSTANCE, true);
+                    NoOpCompressorDecompressorFactory.INSTANCE, true, null, null);
         } else {
             lsmTree = LSMBTreeUtil.createLSMTree(ioManager, virtualBufferCaches, file, diskBufferCache, typeTraits,
                     cmpFactories, bloomFilterKeyFields, bloomFilterFalsePositiveRate, mergePolicy, opTracker,
@@ -111,7 +111,7 @@
                     true, metadataPageManagerFactory,
                     updateAware, new Tracer(LSMBTreeTestContext.class.getSimpleName(),
                             ITraceCategoryRegistry.CATEGORIES_ALL, new TraceCategoryRegistry()),
-                    NoOpCompressorDecompressorFactory.INSTANCE, true);
+                    NoOpCompressorDecompressorFactory.INSTANCE, true, null, null);
         }
         LSMBTreeTestContext testCtx = new LSMBTreeTestContext(fieldSerdes, lsmTree, filtered);
         return testCtx;
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
index 581ad38..b0ea9ab 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/test/LSMComponentFilterReferenceTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/test/LSMComponentFilterReferenceTest.java
index 143204f..612ca4b 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/test/LSMComponentFilterReferenceTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/test/LSMComponentFilterReferenceTest.java
@@ -34,7 +34,7 @@
     @Test
     public void test() throws HyracksDataException {
         LSMComponentFilterReference filter = new LSMComponentFilterReference(
-                new TypeAwareTupleWriter(new ITypeTraits[] { IntegerPointable.TYPE_TRAITS }));
+                new TypeAwareTupleWriter(new ITypeTraits[] { IntegerPointable.TYPE_TRAITS }, null, null));
         Assert.assertEquals(filter.getLength(), 0);
         Assert.assertFalse(filter.isMaxTupleSet() || filter.isMinTupleSet());
         filter.writeMaxTuple(TupleUtils.createIntegerTuple(false, Integer.MAX_VALUE));
@@ -46,7 +46,7 @@
         Assert.assertTrue(filter.getLength() == 20);
         byte[] serFilter = filter.getByteArray();
         LSMComponentFilterReference deserFilter = new LSMComponentFilterReference(
-                new TypeAwareTupleWriter((new ITypeTraits[] { IntegerPointable.TYPE_TRAITS })));
+                new TypeAwareTupleWriter(new ITypeTraits[] { IntegerPointable.TYPE_TRAITS }, null, null));
         deserFilter.set(serFilter, 0, 20);
         Assert.assertTrue(deserFilter.isMaxTupleSet() && deserFilter.isMinTupleSet());
         Assert.assertEquals(
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
index 4934660..10f1705 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <artifactId>hyracks-tests</artifactId>
     <groupId>org.apache.hyracks</groupId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
     <relativePath>..</relativePath>
   </parent>
 
@@ -116,6 +116,10 @@
       <groupId>org.apache.logging.log4j</groupId>
       <artifactId>log4j-api</artifactId>
     </dependency>
+    <dependency>
+      <groupId>com.google.guava</groupId>
+      <artifactId>guava</artifactId>
+    </dependency>
   </dependencies>
 
 </project>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
index 355b45c..6f742ab 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
@@ -43,6 +43,7 @@
 import org.apache.hyracks.storage.am.common.impls.IndexAccessParameters;
 import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexAccessor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
@@ -90,6 +91,7 @@
         IBinaryTokenizerFactory tokenizerFactory = invIndex.getTokenizerFactory();
         int searchModifierIndex = Math.abs(rnd.nextInt()) % TEST_SEARCH_MODIFIERS.length;
         InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizerFactory.createTokenizer(),
+                FullTextConfigEvaluatorFactory.getDefaultFactory().createFullTextConfigEvaluator(),
                 TEST_SEARCH_MODIFIERS[searchModifierIndex]);
 
         switch (op) {
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
index 0c626df..1b17ef9 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
@@ -65,7 +65,7 @@
                 .resolveAbsolutePath(harness.getInvListsFileRef().getFile().getAbsolutePath() + "_btree");
         index = new OnDiskInvertedIndex(harness.getDiskBufferCache(), invListBuilder, invListTypeTraits,
                 invListCmpFactories, tokenTypeTraits, tokenCmpFactories, harness.getInvListsFileRef(), btreeFile,
-                harness.getMetadataPageManagerFactory());
+                harness.getMetadataPageManagerFactory(), null, null);
 
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
index 524904f..e745f5d 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
@@ -51,6 +51,7 @@
 import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualFreePageManager;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
 import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluatorFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils.HyracksTaskTestContext;
 import org.apache.hyracks.storage.common.IIndex;
@@ -127,9 +128,10 @@
 
     public static LSMInvertedIndexTestContext create(LSMInvertedIndexTestHarness harness,
             ISerializerDeserializer[] fieldSerdes, int tokenFieldCount, IBinaryTokenizerFactory tokenizerFactory,
-            InvertedIndexType invIndexType, int[] invertedIndexFields, ITypeTraits[] filterTypeTraits,
-            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, int[] filterFieldsForNonBulkLoadOps,
-            int[] invertedIndexFieldsForNonBulkLoadOps) throws HyracksDataException {
+            IFullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory, InvertedIndexType invIndexType,
+            int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps)
+            throws HyracksDataException {
         ITypeTraits[] allTypeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IOManager ioManager = harness.getIOManager();
         IBinaryComparatorFactory[] allCmpFactories =
@@ -157,7 +159,8 @@
                 invIndex = InvertedIndexUtils.createInMemoryBTreeInvertedindex(harness.getVirtualBufferCaches().get(0),
                         new VirtualFreePageManager(harness.getVirtualBufferCaches().get(0)), invListTypeTraits,
                         invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                        ioManager.resolveAbsolutePath(harness.getOnDiskDir()));
+                        fullTextConfigEvaluatorFactory, ioManager.resolveAbsolutePath(harness.getOnDiskDir()), null,
+                        null);
                 break;
             }
             case PARTITIONED_INMEMORY: {
@@ -165,46 +168,53 @@
                         harness.getVirtualBufferCaches().get(0),
                         new VirtualFreePageManager(harness.getVirtualBufferCaches().get(0)), invListTypeTraits,
                         invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                        ioManager.resolveAbsolutePath(harness.getOnDiskDir()));
+                        fullTextConfigEvaluatorFactory, ioManager.resolveAbsolutePath(harness.getOnDiskDir()), null,
+                        null);
                 break;
             }
             case ONDISK: {
                 invIndex = InvertedIndexUtils.createOnDiskInvertedIndex(ioManager, harness.getDiskBufferCache(),
                         invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
-                        harness.getInvListsFileRef(), harness.getMetadataPageManagerFactory());
+                        harness.getInvListsFileRef(), harness.getMetadataPageManagerFactory(), null, null);
                 break;
             }
             case PARTITIONED_ONDISK: {
-                invIndex = InvertedIndexUtils.createPartitionedOnDiskInvertedIndex(ioManager,
-                        harness.getDiskBufferCache(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                        tokenCmpFactories, harness.getInvListsFileRef(), harness.getMetadataPageManagerFactory());
+                invIndex =
+                        InvertedIndexUtils.createPartitionedOnDiskInvertedIndex(ioManager, harness.getDiskBufferCache(),
+                                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                                harness.getInvListsFileRef(), harness.getMetadataPageManagerFactory(), null, null);
                 break;
             }
             case LSM: {
-                invIndex = InvertedIndexUtils.createLSMInvertedIndex(ioManager, harness.getVirtualBufferCaches(),
-                        invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
-                        harness.getDiskBufferCache(), harness.getOnDiskDir(), harness.getBoomFilterFalsePositiveRate(),
-                        harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
-                        harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
-                        invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
-                        filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true,
-                        harness.getMetadataPageManagerFactory(),
-                        new Tracer(LSMInvertedIndexTestContext.class.getSimpleName(),
-                                ITraceCategoryRegistry.CATEGORIES_ALL, new TraceCategoryRegistry()));
+                invIndex =
+                        InvertedIndexUtils.createLSMInvertedIndex(ioManager, harness.getVirtualBufferCaches(),
+                                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                                tokenizerFactory, fullTextConfigEvaluatorFactory, harness.getDiskBufferCache(),
+                                harness.getOnDiskDir(), harness.getBoomFilterFalsePositiveRate(),
+                                harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
+                                harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
+                                invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
+                                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true,
+                                harness.getMetadataPageManagerFactory(),
+                                new Tracer(LSMInvertedIndexTestContext.class.getSimpleName(),
+                                        ITraceCategoryRegistry.CATEGORIES_ALL, new TraceCategoryRegistry()),
+                                null, null);
                 break;
             }
             case PARTITIONED_LSM: {
-                invIndex = InvertedIndexUtils.createPartitionedLSMInvertedIndex(ioManager,
-                        harness.getVirtualBufferCaches(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
-                        tokenCmpFactories, tokenizerFactory, harness.getDiskBufferCache(), harness.getOnDiskDir(),
-                        harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
-                        harness.getOperationTracker(), harness.getIOScheduler(),
-                        harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
-                        invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
-                        filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true,
-                        harness.getMetadataPageManagerFactory(),
-                        new Tracer(LSMInvertedIndexTestContext.class.getSimpleName(),
-                                ITraceCategoryRegistry.CATEGORIES_ALL, new TraceCategoryRegistry()));
+                invIndex = InvertedIndexUtils
+                        .createPartitionedLSMInvertedIndex(ioManager, harness.getVirtualBufferCaches(),
+                                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                                tokenizerFactory, fullTextConfigEvaluatorFactory, harness.getDiskBufferCache(),
+                                harness.getOnDiskDir(), harness.getBoomFilterFalsePositiveRate(),
+                                harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
+                                harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
+                                invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
+                                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true,
+                                harness.getMetadataPageManagerFactory(),
+                                new Tracer(LSMInvertedIndexTestContext.class.getSimpleName(),
+                                        ITraceCategoryRegistry.CATEGORIES_ALL, new TraceCategoryRegistry()),
+                                null, null);
                 break;
             }
             default: {
@@ -217,7 +227,8 @@
             case ONDISK:
             case LSM: {
                 indexTupleIter = new InvertedIndexTokenizingTupleIterator(invIndex.getTokenTypeTraits().length,
-                        invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer());
+                        invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer(),
+                        fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator());
                 break;
             }
             case PARTITIONED_INMEMORY:
@@ -225,7 +236,8 @@
             case PARTITIONED_LSM: {
                 indexTupleIter =
                         new PartitionedInvertedIndexTokenizingTupleIterator(invIndex.getTokenTypeTraits().length,
-                                invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer());
+                                invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer(),
+                                fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator());
                 break;
             }
             default: {
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
index 1030088..aa9cd5a 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
@@ -88,6 +88,9 @@
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
 import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.FullTextConfigEvaluatorFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.IFullTextConfigEvaluator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.fulltext.TokenizerCategory;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexAccessor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexMergeCursor;
 import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
@@ -113,11 +116,16 @@
 import org.apache.hyracks.util.IThreadStatsCollector;
 import org.apache.hyracks.util.ThreadStats;
 
+import com.google.common.collect.ImmutableList;
+
 @SuppressWarnings("rawtypes")
 public class LSMInvertedIndexTestUtils {
 
     public static final int TEST_GRAM_LENGTH = 3;
 
+    public static FullTextConfigEvaluatorFactory fullTextConfigEvaluatorFactory =
+            new FullTextConfigEvaluatorFactory("test_config", TokenizerCategory.WORD, ImmutableList.of());
+
     public static TupleGenerator createStringDocumentTupleGen(Random rnd) throws IOException {
         IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
         fieldGens[0] = new DocumentStringFieldValueGenerator(2, 10, 10000, rnd);
@@ -196,8 +204,9 @@
         ITokenFactory tokenFactory = new UTF8WordTokenFactory();
         IBinaryTokenizerFactory tokenizerFactory =
                 new DelimitedUTF8StringBinaryTokenizerFactory(true, false, tokenFactory);
-        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
-                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        LSMInvertedIndexTestContext testCtx =
+                LSMInvertedIndexTestContext.create(harness, fieldSerdes, fieldSerdes.length - 1, tokenizerFactory,
+                        fullTextConfigEvaluatorFactory, invIndexType, null, null, null, null, null, null);
         return testCtx;
     }
 
@@ -207,8 +216,9 @@
         ITokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
         IBinaryTokenizerFactory tokenizerFactory =
                 new DelimitedUTF8StringBinaryTokenizerFactory(true, false, tokenFactory);
-        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
-                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        LSMInvertedIndexTestContext testCtx =
+                LSMInvertedIndexTestContext.create(harness, fieldSerdes, fieldSerdes.length - 1, tokenizerFactory,
+                        fullTextConfigEvaluatorFactory, invIndexType, null, null, null, null, null, null);
         return testCtx;
     }
 
@@ -218,8 +228,9 @@
         ITokenFactory tokenFactory = new UTF8NGramTokenFactory();
         IBinaryTokenizerFactory tokenizerFactory =
                 new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true, true, false, tokenFactory);
-        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
-                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        LSMInvertedIndexTestContext testCtx =
+                LSMInvertedIndexTestContext.create(harness, fieldSerdes, fieldSerdes.length - 1, tokenizerFactory,
+                        fullTextConfigEvaluatorFactory, invIndexType, null, null, null, null, null, null);
         return testCtx;
     }
 
@@ -229,8 +240,9 @@
         ITokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
         IBinaryTokenizerFactory tokenizerFactory =
                 new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true, true, false, tokenFactory);
-        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
-                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        LSMInvertedIndexTestContext testCtx =
+                LSMInvertedIndexTestContext.create(harness, fieldSerdes, fieldSerdes.length - 1, tokenizerFactory,
+                        fullTextConfigEvaluatorFactory, invIndexType, null, null, null, null, null, null);
         return testCtx;
     }
 
@@ -561,7 +573,10 @@
         iap.getParameters().put(HyracksConstants.HYRACKS_TASK_CONTEXT, ctx);
         IInvertedIndexAccessor accessor = (IInvertedIndexAccessor) invIndex.createAccessor(iap);
         IBinaryTokenizer tokenizer = testCtx.getTokenizerFactory().createTokenizer();
-        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
+        IFullTextConfigEvaluator fullTextConfigEvaluator =
+                fullTextConfigEvaluatorFactory.createFullTextConfigEvaluator();
+        InvertedIndexSearchPredicate searchPred =
+                new InvertedIndexSearchPredicate(tokenizer, fullTextConfigEvaluator, searchModifier);
         List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
         // Project away the primary-key field.
         int[] fieldPermutation = new int[] { 0 };
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
index e023cc3..4629123 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
@@ -24,7 +24,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
index 3ca25ab..9e6fb83 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
@@ -50,7 +50,7 @@
                 harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
                 LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), rtreeFields, btreeFields,
                 filterTypeTraits, filterCmpFactories, filterFields, true, false,
-                harness.getMetadataPageManagerFactory());
+                harness.getMetadataPageManagerFactory(), null, null);
     }
 
     @Before
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
index 75f656d..baf54f3 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
@@ -50,7 +50,7 @@
                 harness.getPageWriteCallbackFactory(),
                 LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), rtreeFields,
                 filterTypeTraits, filterCmpFactories, filterFields, true, false,
-                harness.getMetadataPageManagerFactory());
+                harness.getMetadataPageManagerFactory(), null, null);
     }
 
     @Before
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
index bbf6263..980f21f 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
@@ -66,7 +66,7 @@
                 harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
                 harness.getIOOperationCallbackFactory(), harness.getPageWriteCallbackFactory(),
                 LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, btreeFields, null,
-                null, null, true, false, harness.getMetadataPageManagerFactory());
+                null, null, true, false, harness.getMetadataPageManagerFactory(), null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
index 7d6e2e6..f40add9 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
@@ -67,7 +67,7 @@
                 harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallbackFactory(),
                 harness.getPageWriteCallbackFactory(),
                 LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, null, null, null, true,
-                false, harness.getMetadataPageManagerFactory());
+                false, harness.getMetadataPageManagerFactory(), null, null);
     }
 
     @Override
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
index 2140558..02742a8 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
@@ -109,7 +109,7 @@
                 typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
                 bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory,
                 pageWriteCallbackFactory, LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length),
-                null, btreeFields, null, null, null, true, isPointMBR, metadataPageManagerFactory);
+                null, btreeFields, null, null, null, true, isPointMBR, metadataPageManagerFactory, null, null);
         LSMRTreeTestContext testCtx = new LSMRTreeTestContext(fieldSerdes, lsmTree);
         return testCtx;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
index f9d9046..ff953f1 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
@@ -90,7 +90,7 @@
                 virtualBufferCaches, file, diskBufferCache, typeTraits, rtreeCmpFactories, btreeCmpFactories,
                 valueProviderFactories, rtreePolicyType, mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory,
                 pageWriteCallbackFactory, LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length),
-                null, null, null, null, true, false, metadataPageManagerFactory);
+                null, null, null, null, true, false, metadataPageManagerFactory, null, null);
         LSMRTreeWithAntiMatterTuplesTestContext testCtx =
                 new LSMRTreeWithAntiMatterTuplesTestContext(fieldSerdes, lsmTree);
         return testCtx;
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
index 020d1f6..3462ec2 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
@@ -25,7 +25,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java
index 999fd65..cb68d77 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java
@@ -54,7 +54,7 @@
             RTreePolicyType rtreePolicyType, int[] rtreeFields, int[] btreeFields, ITypeTraits[] filterTypeTraits,
             IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields) throws HyracksDataException {
         return RTreeUtils.createRTree(harness.getBufferCache(), typeTraits, valueProviderFactories, rtreeCmpFactories,
-                rtreePolicyType, harness.getFileReference(), false, harness.getMetadataManagerFactory());
+                rtreePolicyType, harness.getFileReference(), false, harness.getMetadataManagerFactory(), null, null);
     }
 
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
index bef7ac7..19672dd 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
@@ -76,7 +76,7 @@
     public static final IPrimitiveValueProviderFactory[] VALUE_PROVIDER_FACTORY =
             RTreeUtils.createPrimitiveValueProviderFactories(CMP_FACTORIES.length, IntegerPointable.FACTORY);
     public static final RTreeTypeAwareTupleWriterFactory TUPLE_WRITER_FACTORY =
-            new RTreeTypeAwareTupleWriterFactory(TYPE_TRAITS);
+            new RTreeTypeAwareTupleWriterFactory(TYPE_TRAITS, null, null);
     public static final ITreeIndexMetadataFrameFactory META_FRAME_FACTORY = new LIFOMetaDataFrameFactory();
     public static final ITreeIndexFrameFactory INTERIOR_FRAME_FACTORY = new RTreeNSMInteriorFrameFactory(
             TUPLE_WRITER_FACTORY, VALUE_PROVIDER_FACTORY, RTreePolicyType.RTREE, false);
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
index faa63c5..02c267d 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
@@ -61,7 +61,7 @@
             IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
             RTreePolicyType rtreePolicyType, int[] btreeFields) throws HyracksDataException {
         return RTreeUtils.createRTree(harness.getBufferCache(), typeTraits, valueProviderFactories, rtreeCmpFactories,
-                rtreePolicyType, harness.getFileReference(), false, harness.getMetadataManagerFactory());
+                rtreePolicyType, harness.getFileReference(), false, harness.getMetadataManagerFactory(), null, null);
 
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java
index bf70dc1..06ee100 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java
@@ -60,7 +60,7 @@
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
         RTree rtree = RTreeUtils.createRTree(bufferCache, typeTraits, valueProviderFactories, cmpFactories,
-                rtreePolicyType, file, false, pageManagerFactory);
+                rtreePolicyType, file, false, pageManagerFactory, null, null);
         RTreeTestContext testCtx = new RTreeTestContext(fieldSerdes, rtree);
         return testCtx;
     }
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
index 7ea46e3..53808b9 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
@@ -23,7 +23,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks-tests</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
   <build>
     <plugins>
diff --git a/hyracks-fullstack/hyracks/hyracks-tests/pom.xml b/hyracks-fullstack/hyracks/hyracks-tests/pom.xml
index 8e37cfc..00c7949 100644
--- a/hyracks-fullstack/hyracks/hyracks-tests/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-tests/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <licenses>
diff --git a/hyracks-fullstack/hyracks/hyracks-util/pom.xml b/hyracks-fullstack/hyracks/hyracks-util/pom.xml
index a03e884..7653ad9 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/pom.xml
+++ b/hyracks-fullstack/hyracks/hyracks-util/pom.xml
@@ -22,7 +22,7 @@
   <parent>
     <artifactId>hyracks</artifactId>
     <groupId>org.apache.hyracks</groupId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <modelVersion>4.0.0</modelVersion>
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ExitUtil.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ExitUtil.java
index f4c4183..8f8e8f6 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ExitUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ExitUtil.java
@@ -55,7 +55,9 @@
     public static final int EC_ACTIVE_SUSPEND_FAILURE = 17;
     public static final int EC_ACTIVE_RESUME_FAILURE = 18;
     public static final int EC_NC_FAILED_TO_NOTIFY_TASKS_COMPLETED = 19;
+    public static final int EC_ACTIVE_RECOVERY_FAILURE = 20;
     public static final int EC_FAILED_TO_CANCEL_ACTIVE_START_STOP = 22;
+    public static final int EC_INCONSISTENT_STORAGE_REFERENCES = 23;
     public static final int EC_IMMEDIATE_HALT = 33;
     public static final int EC_HALT_ABNORMAL_RESERVED_44 = 44;
     public static final int EC_IO_SCHEDULER_FAILED = 55;
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/JSONUtil.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/JSONUtil.java
index 5c1b292..f937e97 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/JSONUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/JSONUtil.java
@@ -35,6 +35,7 @@
 import com.fasterxml.jackson.databind.SerializationFeature;
 import com.fasterxml.jackson.databind.node.ArrayNode;
 import com.fasterxml.jackson.databind.node.ObjectNode;
+import com.google.common.util.concurrent.UncheckedExecutionException;
 
 public class JSONUtil {
 
@@ -53,11 +54,11 @@
         return SORTED_MAPPER.writeValueAsString(SORTED_MAPPER.treeToValue(node, Object.class));
     }
 
-    public static String convertNodeOrThrow(final JsonNode node) {
+    public static String convertNodeUnchecked(final JsonNode node) throws UncheckedExecutionException {
         try {
             return convertNode(node);
         } catch (JsonProcessingException e) {
-            throw new IllegalStateException(e);
+            throw new UncheckedExecutionException(e);
         }
     }
 
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MaintainedThreadNameExecutorService.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MaintainedThreadNameExecutorService.java
index 9adac04..9b316ba 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MaintainedThreadNameExecutorService.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MaintainedThreadNameExecutorService.java
@@ -45,6 +45,10 @@
     @Override
     protected void afterExecute(Runnable r, Throwable t) {
         super.afterExecute(r, t);
-        Thread.currentThread().setName(savedName.get());
+        try {
+            Thread.currentThread().setName(savedName.get());
+        } finally {
+            savedName.remove();
+        }
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/OptionalBoolean.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/OptionalBoolean.java
new file mode 100644
index 0000000..b64a315
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/OptionalBoolean.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.util;
+
+import java.util.NoSuchElementException;
+
+/**
+ * Provides functionality similar to {@link java.util.Optional} for the primitive boolean type
+ */
+public class OptionalBoolean {
+    private static final OptionalBoolean EMPTY = new OptionalBoolean(false) {
+        @Override
+        public boolean isPresent() {
+            return false;
+        }
+
+        @Override
+        public boolean isEmpty() {
+            return true;
+        }
+
+        @Override
+        public boolean equals(Object o) {
+            return o == this;
+        }
+
+        @Override
+        public int hashCode() {
+            return -1;
+        }
+
+        @Override
+        public boolean get() {
+            throw new NoSuchElementException();
+        }
+    };
+
+    private static final OptionalBoolean TRUE = new OptionalBoolean(true);
+    private static final OptionalBoolean FALSE = new OptionalBoolean(false);
+
+    private final boolean value;
+
+    public static OptionalBoolean of(boolean value) {
+        return value ? TRUE : FALSE;
+    }
+
+    public static OptionalBoolean ofNullable(Boolean value) {
+        return value == null ? EMPTY : value ? TRUE : FALSE;
+    }
+
+    public static OptionalBoolean empty() {
+        return EMPTY;
+    }
+
+    public static OptionalBoolean TRUE() {
+        return TRUE;
+    }
+
+    public static OptionalBoolean FALSE() {
+        return FALSE;
+    }
+
+    private OptionalBoolean(boolean value) {
+        this.value = value;
+    }
+
+    public boolean isPresent() {
+        return true;
+    }
+
+    public boolean isEmpty() {
+        return false;
+    }
+
+    public boolean get() {
+        return value;
+    }
+
+    public boolean getOrElse(boolean alternate) {
+        return isPresent() ? get() : alternate;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o)
+            return true;
+        if (this == EMPTY || o == EMPTY)
+            return false;
+        if (o == null || getClass() != o.getClass())
+            return false;
+        OptionalBoolean that = (OptionalBoolean) o;
+        return value == that.value;
+    }
+
+    @Override
+    public int hashCode() {
+        return value ? 1 : 0;
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/PidHelper.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/PidHelper.java
index 46e77e3..3cba2d3 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/PidHelper.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/PidHelper.java
@@ -20,9 +20,6 @@
 
 import java.lang.management.ManagementFactory;
 import java.lang.management.RuntimeMXBean;
-import java.lang.reflect.Field;
-import java.lang.reflect.InvocationTargetException;
-import java.lang.reflect.Method;
 
 import org.apache.logging.log4j.Level;
 import org.apache.logging.log4j.LogManager;
@@ -40,22 +37,8 @@
     }
 
     public static long getPid(RuntimeMXBean runtimeMXBean) {
-        // TODO: replace with direct invoke of getPid() once compatibility is at JDK 10 or higher
         try {
-            Method getPidMethod = runtimeMXBean.getClass().getMethod("getPid");
-            return (Long) getPidMethod.invoke(runtimeMXBean);
-        } catch (NoSuchMethodException e) {
-            LOGGER.debug("ignoring exception trying to find getPid() (expected pre-JDK 10)", e);
-        } catch (IllegalAccessException | InvocationTargetException e) {
-            LOGGER.debug("ignoring exception trying to execute getPid()", e);
-        }
-        try {
-            Field jvmField = runtimeMXBean.getClass().getDeclaredField("jvm");
-            jvmField.setAccessible(true);
-            Object vmManagement = jvmField.get(runtimeMXBean);
-            Method getProcessIdMethod = vmManagement.getClass().getDeclaredMethod("getProcessId");
-            getProcessIdMethod.setAccessible(true);
-            return (Integer) getProcessIdMethod.invoke(vmManagement);
+            return runtimeMXBean.getPid();
         } catch (Exception e) {
             LOGGER.log(Level.INFO, "Unable to determine PID due to exception", e);
             return -1;
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/StringUtil.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/StringUtil.java
index 78155c9..df33f6b 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/StringUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/StringUtil.java
@@ -50,4 +50,21 @@
         }
         return sb.toString();
     }
+
+    @FunctionalInterface
+    public interface ICharAccessor<T> {
+        char charAt(T input, int index);
+    }
+
+    public static ICharAccessor<CharSequence> getCharSequenceAccessor() {
+        return CharSequence::charAt;
+    }
+
+    public static ICharAccessor<char[]> getCharArrayAccessor() {
+        return (input, index) -> input[index];
+    }
+
+    public static ICharAccessor<byte[]> getByteArrayAsCharAccessor() {
+        return (input, index) -> (char) input[index];
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiConsumer.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiConsumer.java
new file mode 100644
index 0000000..3d7541b
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiConsumer.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.util;
+
+import java.util.function.BiConsumer;
+
+import com.google.common.util.concurrent.UncheckedExecutionException;
+
+@FunctionalInterface
+public interface ThrowingBiConsumer<L, R> {
+    void process(L left, R right) throws Exception;
+
+    @SuppressWarnings("Duplicates")
+    static <L, R> BiConsumer<L, R> asUnchecked(ThrowingBiConsumer<L, R> consumer) {
+        return (left, right) -> {
+            try {
+                consumer.process(left, right);
+            } catch (InterruptedException e) {
+                Thread.currentThread().interrupt();
+                throw new UncheckedExecutionException(e);
+            } catch (Exception e) {
+                throw new UncheckedExecutionException(e);
+            }
+        };
+    }
+
+    static <I, J> ThrowingBiFunction<I, J, Void> asFunction(ThrowingBiConsumer<I, J> consumer) {
+        return (p1, p2) -> {
+            consumer.process(p1, p2);
+            return null;
+        };
+    }
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiFunction.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiFunction.java
new file mode 100644
index 0000000..b8fdc8b
--- /dev/null
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/ThrowingBiFunction.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.util;
+
+import java.util.function.BiFunction;
+
+import com.google.common.util.concurrent.UncheckedExecutionException;
+
+@FunctionalInterface
+public interface ThrowingBiFunction<I, J, R> {
+    R process(I p1, J p2) throws Exception;
+
+    @SuppressWarnings("Duplicates")
+    static <I, J, R> BiFunction<I, J, R> asUnchecked(ThrowingBiFunction<I, J, R> function) {
+        return (p1, p2) -> {
+            try {
+                return function.process(p1, p2);
+            } catch (InterruptedException e) {
+                Thread.currentThread().interrupt();
+                throw new UncheckedExecutionException(e);
+            } catch (Exception e) {
+                throw new UncheckedExecutionException(e);
+            }
+        };
+    }
+
+}
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java
index 9f527e97..c47d47a 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java
@@ -21,6 +21,8 @@
 
 import java.util.Arrays;
 
+import org.apache.hyracks.util.StringUtil;
+
 public class Base64Parser {
     private static final byte[] DECODE_MAP = initDecodeMap();
     private static final byte PADDING = 127;
@@ -52,42 +54,6 @@
 
     /**
      * Parse the Base64 sequence from {@code input} into {@code out}
-     * Note, the out should have enough space by checking the {@link #guessLength(char[], int, int)} first
-     *
-     * @param input
-     * @param start
-     * @param length
-     * @param out
-     * @param offset
-     * @return
-     */
-    public int parseBase64String(char[] input, int start, int length, byte[] out, int offset) {
-        int outLength = 0;
-
-        int i;
-        int q = 0;
-
-        // convert each quadruplet to three bytes.
-        for (i = 0; i < length; i++) {
-            char ch = input[start + i];
-            byte v = DECODE_MAP[ch];
-
-            if (v == -1) {
-                throw new IllegalArgumentException("Invalid Base64 character");
-            }
-            quadruplet[q++] = v;
-
-            if (q == 4) {
-                outLength += dumpQuadruplet(out, offset + outLength);
-                q = 0;
-            }
-        }
-
-        return outLength;
-    }
-
-    /**
-     * Parse the Base64 sequence from {@code input} into {@code out}
      * Note, the out should have enough space by checking the {@link #guessLength(byte[], int, int)} first
      *
      * @param input
@@ -98,6 +64,52 @@
      * @return the number of written bytes
      */
     public int parseBase64String(byte[] input, int start, int length, byte[] out, int offset) {
+        return parseBase64String(input, start, length, StringUtil.getByteArrayAsCharAccessor(), out, offset);
+    }
+
+    /**
+     * Parse the Base64 sequence from {@code input} into {@code out}
+     * Note, the out should have enough space by checking the {@link #guessLength(char[], int, int)} first
+     *
+     * @param input
+     * @param start
+     * @param length
+     * @param out
+     * @param offset
+     * @return
+     */
+    public int parseBase64String(char[] input, int start, int length, byte[] out, int offset) {
+        return parseBase64String(input, start, length, StringUtil.getCharArrayAccessor(), out, offset);
+    }
+
+    /**
+     * Parse the Base64 sequence from {@code input} into {@code out}
+     * Note, the out should have enough space by checking the {@link #guessLength(CharSequence, int, int)} first
+     *
+     * @param input
+     * @param start
+     * @param length
+     * @param out
+     * @param offset
+     * @return
+     */
+    public int parseBase64String(CharSequence input, int start, int length, byte[] out, int offset) {
+        return parseBase64String(input, start, length, StringUtil.getCharSequenceAccessor(), out, offset);
+    }
+
+    /**
+     * Parse the Base64 sequence from {@code input} into {@code out}
+     * Note, the out should have enough space by checking the {@link #guessLength(char[], int, int)} first
+     *
+     * @param input
+     * @param start
+     * @param length
+     * @param out
+     * @param offset
+     * @return
+     */
+    private <T> int parseBase64String(T input, int start, int length, StringUtil.ICharAccessor<T> stringAccessor,
+            byte[] out, int offset) {
         int outLength = 0;
 
         int i;
@@ -105,7 +117,7 @@
 
         // convert each quadruplet to three bytes.
         for (i = 0; i < length; i++) {
-            char ch = (char) input[start + i];
+            char ch = stringAccessor.charAt(input, start + i);
             byte v = DECODE_MAP[ch];
 
             if (v == -1) {
@@ -136,40 +148,66 @@
      * (like what most web services produce), then the speculation of this method
      * will be correct, so we get the performance benefit.
      */
-    public static int guessLength(char[] chars, int start, int length) {
-
-        // compute the tail '=' chars
-        int j = length - 1;
-        for (; j >= 0; j--) {
-            byte code = DECODE_MAP[chars[start + j]];
-            if (code == PADDING) {
-                continue;
-            }
-            if (code == -1) // most likely this base64 text is indented. go with the upper bound
-            {
-                return length / 4 * 3;
-            }
-            break;
-        }
-
-        j++; // text.charAt(j) is now at some base64 char, so +1 to make it the size
-        int padSize = length - j;
-        if (padSize > 2) // something is wrong with base64. be safe and go with the upper bound
-        {
-            return length / 4 * 3;
-        }
-
-        // so far this base64 looks like it's unindented tightly packed base64.
-        // take a chance and create an array with the expected size
-        return length / 4 * 3 - padSize;
+    public static int guessLength(byte[] input, int start, int length) {
+        return guessLength(input, start, length, StringUtil.getByteArrayAsCharAccessor());
     }
 
-    public static int guessLength(byte[] chars, int start, int length) {
+    /**
+     * computes the length of binary data speculatively.
+     * Our requirement is to create byte[] of the exact length to store the binary data.
+     * If we do this in a straight-forward way, it takes two passes over the data.
+     * Experiments show that this is a non-trivial overhead (35% or so is spent on
+     * the first pass in calculating the length.)
+     * So the approach here is that we compute the length speculatively, without looking
+     * at the whole contents. The obtained speculative value is never less than the
+     * actual length of the binary data, but it may be bigger. So if the speculation
+     * goes wrong, we'll pay the cost of reallocation and buffer copying.
+     * If the base64 text is tightly packed with no indentation nor illegal char
+     * (like what most web services produce), then the speculation of this method
+     * will be correct, so we get the performance benefit.
+     */
+    public static int guessLength(char[] input, int start, int length) {
+        return guessLength(input, start, length, StringUtil.getCharArrayAccessor());
+    }
 
+    /**
+     * computes the length of binary data speculatively.
+     * Our requirement is to create byte[] of the exact length to store the binary data.
+     * If we do this in a straight-forward way, it takes two passes over the data.
+     * Experiments show that this is a non-trivial overhead (35% or so is spent on
+     * the first pass in calculating the length.)
+     * So the approach here is that we compute the length speculatively, without looking
+     * at the whole contents. The obtained speculative value is never less than the
+     * actual length of the binary data, but it may be bigger. So if the speculation
+     * goes wrong, we'll pay the cost of reallocation and buffer copying.
+     * If the base64 text is tightly packed with no indentation nor illegal char
+     * (like what most web services produce), then the speculation of this method
+     * will be correct, so we get the performance benefit.
+     */
+    public static int guessLength(CharSequence input, int start, int length) {
+        return guessLength(input, start, length, StringUtil.getCharSequenceAccessor());
+    }
+
+    /**
+     * computes the length of binary data speculatively.
+     * Our requirement is to create byte[] of the exact length to store the binary data.
+     * If we do this in a straight-forward way, it takes two passes over the data.
+     * Experiments show that this is a non-trivial overhead (35% or so is spent on
+     * the first pass in calculating the length.)
+     * So the approach here is that we compute the length speculatively, without looking
+     * at the whole contents. The obtained speculative value is never less than the
+     * actual length of the binary data, but it may be bigger. So if the speculation
+     * goes wrong, we'll pay the cost of reallocation and buffer copying.
+     * If the base64 text is tightly packed with no indentation nor illegal char
+     * (like what most web services produce), then the speculation of this method
+     * will be correct, so we get the performance benefit.
+     */
+    private static <T> int guessLength(T input, int start, int length, StringUtil.ICharAccessor<T> charAtFunction) {
         // compute the tail '=' chars
         int j = length - 1;
         for (; j >= 0; j--) {
-            byte code = DECODE_MAP[chars[start + j]];
+            char ch = charAtFunction.charAt(input, start + j);
+            byte code = DECODE_MAP[ch];
             if (code == PADDING) {
                 continue;
             }
@@ -208,24 +246,47 @@
      * @param length
      */
     public void generatePureByteArrayFromBase64String(byte[] input, int start, int length) {
-        // The base64 character length equals to utf8length
-        if (length % 4 != 0) {
-            throw new IllegalArgumentException(
-                    "Invalid Base64 string, the length of the string should be a multiple of 4");
-        }
-        final int buflen = guessLength(input, start, length);
-        ensureCapacity(buflen);
-        this.length = parseBase64String(input, start, length, storage, 0);
+        generatePureByteArrayFromBase64String(input, start, length, StringUtil.getByteArrayAsCharAccessor());
     }
 
+    /**
+     * Same as {@link #parseBase64String(char[], int, int, byte[], int)}, but we will provide the storage for caller
+     *
+     * @param input
+     * @param start
+     * @param length
+     */
     public void generatePureByteArrayFromBase64String(char[] input, int start, int length) {
+        generatePureByteArrayFromBase64String(input, start, length, StringUtil.getCharArrayAccessor());
+    }
+
+    /**
+     * Same as {@link #parseBase64String(CharSequence, int, int, byte[], int)}, but we will provide the storage for caller
+     *
+     * @param input
+     * @param start
+     * @param length
+     */
+    public void generatePureByteArrayFromBase64String(CharSequence input, int start, int length) {
+        generatePureByteArrayFromBase64String(input, start, length, StringUtil.getCharSequenceAccessor());
+    }
+
+    /**
+     * Same as {@link #parseBase64String(Object, int, int, StringUtil.ICharAccessor, byte[], int)}, but we will provide the storage for caller
+     *
+     * @param input
+     * @param start
+     * @param length
+     */
+    private <T> void generatePureByteArrayFromBase64String(T input, int start, int length,
+            StringUtil.ICharAccessor<T> charAtFunction) {
         if (length % 4 != 0) {
             throw new IllegalArgumentException(
                     "Invalid Base64 string, the length of the string should be a multiple of 4");
         }
-        final int buflen = guessLength(input, start, length);
+        final int buflen = guessLength(input, start, length, charAtFunction);
         ensureCapacity(buflen);
-        this.length = parseBase64String(input, start, length, storage, 0);
+        this.length = parseBase64String(input, start, length, charAtFunction, storage, 0);
     }
 
     private void ensureCapacity(int length) {
@@ -246,5 +307,4 @@
         }
         return outLength;
     }
-
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java
index 46bc0a4..260e99f 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java
@@ -79,15 +79,17 @@
 
     public static void generateByteArrayFromHexString(char[] input, int start, int length, byte[] output, int offset) {
         for (int i = 0; i < length; i += 2) {
-            output[offset + i / 2] = (byte) ((getValueFromValidHexChar(input[start + i]) << 4)
-                    + getValueFromValidHexChar(input[start + i + 1]));
+            output[offset + i / 2] = getByteFromValidHexChars(input[start + i], input[start + i + 1]);
         }
     }
 
     public static void generateByteArrayFromHexString(byte[] input, int start, int length, byte[] output, int offset) {
         for (int i = 0; i < length; i += 2) {
-            output[offset + i / 2] = (byte) ((getValueFromValidHexChar((char) input[start + i]) << 4)
-                    + getValueFromValidHexChar((char) input[start + i + 1]));
+            output[offset + i / 2] = getByteFromValidHexChars((char) input[start + i], (char) input[start + i + 1]);
         }
     }
+
+    public static byte getByteFromValidHexChars(char c0, char c1) {
+        return (byte) ((getValueFromValidHexChar(c0) << 4) + getValueFromValidHexChar(c1));
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java
index d340526..f143e9f 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java
@@ -37,12 +37,14 @@
         return (byte) (i < 10 ? i + '0' : i + (c.a - 10));
     }
 
-    public static Appendable printHexString(byte[] bytes, int start, int length, Appendable appendable)
-            throws IOException {
+    public static void printHexString(byte[] bytes, int start, int length, Appendable appendable) throws IOException {
         for (int i = 0; i < length; ++i) {
-            appendable.append((char) hex((bytes[start + i] >>> 4) & 0x0f, Case.UPPER_CASE));
-            appendable.append((char) hex((bytes[start + i] & 0x0f), Case.UPPER_CASE));
+            printByte(bytes[start + i], appendable);
         }
-        return appendable;
+    }
+
+    public static void printByte(byte b, Appendable appendable) throws IOException {
+        appendable.append((char) hex((b >>> 4) & 0x0f, Case.UPPER_CASE));
+        appendable.append((char) hex((b & 0x0f), Case.UPPER_CASE));
     }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java
index 38de4ac..3eb8687 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java
@@ -619,6 +619,10 @@
         int count = 0;
 
         for (int i = 0; i < strlen; i++) {
+            // ToDo: we shouldn't use str.charAt(i) to convert raw byte array to UTF-8 chars
+            // one UTF-8 char has at most four bytes, and one Java char we get via str.charAt(i) has 2 bytes
+            // In this case, a UTF-8 char may be consistent of 2 Java chars, and 1 Java char can be converted into 3 UTF-8 bytes
+            // For the emoji, it can be 6 bytes after encoded to UTF-8
             c = str.charAt(i);
             utflen += UTF8StringUtil.getModifiedUTF8Len(c);
         }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/ITracer.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/ITracer.java
index 908dc1c..3748cd8 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/ITracer.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/ITracer.java
@@ -19,6 +19,8 @@
 
 package org.apache.hyracks.util.trace;
 
+import java.util.function.Supplier;
+
 public interface ITracer {
 
     enum Phase {
@@ -83,7 +85,12 @@
         }
 
         @Override
-        public void durationE(long tid, long cat, String args) {
+        public void durationE(long cat, long tid, String args) {
+            // nothing to do here
+        }
+
+        @Override
+        public void instant(String name, long cat, Scope scope) {
             // nothing to do here
         }
 
@@ -91,6 +98,36 @@
         public void instant(String name, long cat, Scope scope, String args) {
             // nothing to do here
         }
+
+        @Override
+        public long durationB(String name, long cat) {
+            return -1;
+        }
+
+        @Override
+        public long durationB(String name, long cat, Supplier<String> args) {
+            return -1;
+        }
+
+        @Override
+        public void durationE(long cat, long tid) {
+            // nothing to do here
+        }
+
+        @Override
+        public void durationE(long cat, long tid, Supplier<String> args) {
+            // nothing to do here
+        }
+
+        @Override
+        public void durationE(String name, long cat, long tid, Supplier<String> args) {
+            // nothing to do here
+        }
+
+        @Override
+        public void instant(String name, long cat, Scope scope, Supplier<String> args) {
+            // nothing to do here
+        }
     };
 
     String getName();
@@ -101,14 +138,28 @@
 
     boolean isEnabled(long cat);
 
+    long durationB(String name, long cat);
+
     long durationB(String name, long cat, String args);
 
-    void durationE(long tid, long cat, String args);
+    long durationB(String name, long cat, Supplier<String> args);
+
+    void durationE(long cat, long tid);
+
+    void durationE(long cat, long tid, String args);
+
+    void durationE(long cat, long tid, Supplier<String> args);
 
     void durationE(String name, long cat, long tid, String args);
 
+    void durationE(String name, long cat, long tid, Supplier<String> args);
+
+    void instant(String name, long cat, Scope scope);
+
     void instant(String name, long cat, Scope scope, String args);
 
+    void instant(String name, long cat, Scope scope, Supplier<String> args);
+
     @Override
     String toString();
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/Tracer.java b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/Tracer.java
index c1c38cf..bc24949 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/Tracer.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/trace/Tracer.java
@@ -23,6 +23,7 @@
 import java.text.SimpleDateFormat;
 import java.util.Arrays;
 import java.util.Date;
+import java.util.function.Supplier;
 
 import org.apache.hyracks.util.PidHelper;
 import org.apache.logging.log4j.Level;
@@ -44,7 +45,7 @@
     private long categories;
     private final TraceCategoryRegistry registry;
 
-    private static final long pid = PidHelper.getPid();
+    private static final long PID = PidHelper.getPid();
 
     public Tracer(String name, long categories, TraceCategoryRegistry registry) {
         final String traceLoggerName = Tracer.class.getName() + ".Traces." + name;
@@ -53,7 +54,7 @@
         this.categories = categories;
         this.registry = registry;
         final long traceCategory = getRegistry().get(TraceUtils.TRACER);
-        instant("Trace-Start", traceCategory, Scope.p, dateTimeStamp());
+        instant("Trace-Start", traceCategory, Scope.p, Tracer::dateTimeStamp);
     }
 
     public Tracer(String name, String[] categories, TraceCategoryRegistry registry) {
@@ -100,11 +101,25 @@
     }
 
     @Override
+    public long durationB(String name, long cat) {
+        if (isEnabled(cat)) {
+            return emitDurationB(name, cat, null);
+        }
+        return -1;
+    }
+
+    @Override
     public long durationB(String name, long cat, String args) {
         if (isEnabled(cat)) {
-            Event e = Event.create(name, cat, Phase.B, pid, Thread.currentThread().getId(), null, args, getRegistry());
-            traceLog.log(TRACE_LOG_LEVEL, e.toJson());
-            return e.tid;
+            return emitDurationB(name, cat, args);
+        }
+        return -1;
+    }
+
+    @Override
+    public long durationB(String name, long cat, Supplier<String> args) {
+        if (isEnabled(cat)) {
+            return emitDurationB(name, cat, args.get());
         }
         return -1;
     }
@@ -112,24 +127,67 @@
     @Override
     public void durationE(String name, long cat, long tid, String args) {
         if (isEnabled(cat)) {
-            Event e = Event.create(name, cat, Phase.E, pid, tid, null, args, getRegistry());
-            traceLog.log(TRACE_LOG_LEVEL, e.toJson());
+            emit(name, cat, null, Phase.E, tid, args);
         }
     }
 
     @Override
-    public void durationE(long tid, long cat, String args) {
+    public void durationE(String name, long cat, long tid, Supplier<String> args) {
         if (isEnabled(cat)) {
-            Event e = Event.create(null, 0L, Phase.E, pid, tid, null, args, getRegistry());
-            traceLog.log(TRACE_LOG_LEVEL, e.toJson());
+            emit(name, cat, null, Phase.E, tid, args.get());
+        }
+    }
+
+    @Override
+    public void durationE(long cat, long tid) {
+        if (isEnabled(cat)) {
+            emit(null, 0L, null, Phase.E, tid, null);
+        }
+    }
+
+    @Override
+    public void durationE(long cat, long tid, String args) {
+        if (isEnabled(cat)) {
+            emit(null, 0L, null, Phase.E, tid, args);
+        }
+    }
+
+    @Override
+    public void durationE(long cat, long tid, Supplier<String> args) {
+        if (isEnabled(cat)) {
+            emit(null, 0L, null, Phase.E, tid, args.get());
+        }
+    }
+
+    @Override
+    public void instant(String name, long cat, Scope scope) {
+        if (isEnabled(cat)) {
+            emit(name, cat, scope, Phase.i, Thread.currentThread().getId(), null);
         }
     }
 
     @Override
     public void instant(String name, long cat, Scope scope, String args) {
         if (isEnabled(cat)) {
-            Event e = Event.create(name, cat, Phase.i, pid, Thread.currentThread().getId(), scope, args, getRegistry());
-            traceLog.log(TRACE_LOG_LEVEL, e.toJson());
+            emit(name, cat, scope, Phase.i, Thread.currentThread().getId(), args);
         }
     }
+
+    @Override
+    public void instant(String name, long cat, Scope scope, Supplier<String> args) {
+        if (isEnabled(cat)) {
+            emit(name, cat, scope, Phase.i, Thread.currentThread().getId(), args.get());
+        }
+    }
+
+    private long emitDurationB(String name, long cat, String args) {
+        Event e = Event.create(name, cat, Phase.B, PID, Thread.currentThread().getId(), null, args, getRegistry());
+        traceLog.log(TRACE_LOG_LEVEL, e.toJson());
+        return e.tid;
+    }
+
+    private void emit(String name, long cat, Scope scope, Phase i, long tid, String args) {
+        Event e = Event.create(name, cat, i, PID, tid, scope, args, getRegistry());
+        traceLog.log(TRACE_LOG_LEVEL, e.toJson());
+    }
 }
diff --git a/hyracks-fullstack/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/trace/TraceTest.java b/hyracks-fullstack/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/trace/TraceTest.java
index f842f3e..9df05b5 100644
--- a/hyracks-fullstack/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/trace/TraceTest.java
+++ b/hyracks-fullstack/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/trace/TraceTest.java
@@ -61,9 +61,9 @@
 
         ITracer tracer = new Tracer(name, new String[] { "CAT1", "CAT2" }, registry);
         Log4j2Monitor.start();
-        tracer.instant("test1", cat1, ITracer.Scope.p, null);
-        tracer.instant("test2", cat2, ITracer.Scope.p, null);
-        tracer.instant("test3", cat3, ITracer.Scope.p, null);
+        tracer.instant("test1", cat1, ITracer.Scope.p);
+        tracer.instant("test2", cat2, ITracer.Scope.p);
+        tracer.instant("test3", cat3, ITracer.Scope.p);
 
         List<String> lines = Log4j2Monitor.getLogs();
         for (String line : lines) {
@@ -76,9 +76,9 @@
         tracer.setCategories("CAT1", "CAT3");
         Log4j2Monitor.reset();
 
-        tracer.instant("test1", cat1, ITracer.Scope.p, null);
-        tracer.instant("test2", cat2, ITracer.Scope.p, null);
-        tracer.instant("test3", cat3, ITracer.Scope.p, null);
+        tracer.instant("test1", cat1, ITracer.Scope.p);
+        tracer.instant("test2", cat2, ITracer.Scope.p);
+        tracer.instant("test3", cat3, ITracer.Scope.p);
 
         lines = Log4j2Monitor.getLogs();
         for (String line : lines) {
diff --git a/hyracks-fullstack/hyracks/pom.xml b/hyracks-fullstack/hyracks/pom.xml
index c8344ba..443e8c0 100644
--- a/hyracks-fullstack/hyracks/pom.xml
+++ b/hyracks-fullstack/hyracks/pom.xml
@@ -26,7 +26,7 @@
   <parent>
     <groupId>org.apache.hyracks</groupId>
     <artifactId>apache-hyracks</artifactId>
-    <version>0.3.6-SNAPSHOT</version>
+    <version>0.3.8-SNAPSHOT</version>
   </parent>
 
   <build>
diff --git a/hyracks-fullstack/pom.xml b/hyracks-fullstack/pom.xml
index 1ca6b2a..86e588d 100644
--- a/hyracks-fullstack/pom.xml
+++ b/hyracks-fullstack/pom.xml
@@ -21,7 +21,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.apache.hyracks</groupId>
   <artifactId>apache-hyracks</artifactId>
-  <version>0.3.6-SNAPSHOT</version>
+  <version>0.3.8-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks-ecosystem-full-stack</name>
   <url>${implementation.url}</url>
@@ -70,7 +70,7 @@
     <test.includes>${global.test.includes}</test.includes>
     <test.excludes>${global.test.excludes}</test.excludes>
     <!-- Versions under dependencymanagement or used in many projects via properties -->
-    <hadoop.version>2.8.5</hadoop.version>
+    <hadoop.version>3.3.1</hadoop.version>
     <jacoco.version>0.7.6.201602180812</jacoco.version>
     <log4j.version>2.17.1</log4j.version>
     <snappy.version>1.1.8.4</snappy.version>
@@ -154,6 +154,10 @@
         <version>${hadoop.version}</version>
         <exclusions>
           <exclusion>
+            <groupId>com.nimbusds</groupId>
+            <artifactId>nimbus-jose-jwt</artifactId>
+          </exclusion>
+          <exclusion>
             <groupId>javax.servlet.jsp</groupId>
             <artifactId>jsp-api</artifactId>
           </exclusion>
@@ -169,6 +173,23 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+          </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -184,6 +205,15 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -195,12 +225,28 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util-ajax</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
         <groupId>org.apache.hadoop</groupId>
         <artifactId>hadoop-mapreduce-client-core</artifactId>
         <version>${hadoop.version}</version>
+        <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+        <exclusions>
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.apache.hadoop</groupId>
@@ -213,6 +259,11 @@
             <groupId>log4j</groupId>
             <artifactId>log4j</artifactId>
           </exclusion>
+          <!-- TODO(htowaileb): Remove after updating to hadoop 3.3.4 -->
+          <exclusion>
+            <groupId>org.eclipse.jetty</groupId>
+            <artifactId>jetty-util</artifactId>
+          </exclusion>
         </exclusions>
       </dependency>
       <dependency>
@@ -375,7 +426,7 @@
       <dependency>
         <groupId>org.apache.logging.log4j</groupId>
         <artifactId>log4j-1.2-api</artifactId>
-        <version>2.13.1</version>
+        <version>${log4j.version}</version>
       </dependency>
       <dependency>
         <groupId>org.mockito</groupId>
@@ -402,6 +453,18 @@
         <artifactId>snappy-java</artifactId>
         <version>${snappy.version}</version>
       </dependency>
+      <!-- TODO(htowaileb): removed from hadoop transitively and added separately to avoid CVEs, can
+           be removed once upgraded to hadoop 3.3.4 as it addresses the CVEs -->
+      <dependency>
+        <groupId>org.eclipse.jetty</groupId>
+        <artifactId>jetty-util</artifactId>
+        <version>9.4.48.v20220622</version>
+      </dependency>
+      <dependency>
+        <groupId>org.eclipse.jetty</groupId>
+        <artifactId>jetty-util-ajax</artifactId>
+        <version>9.4.48.v20220622</version>
+      </dependency>
     </dependencies>
   </dependencyManagement>
   <build>
diff --git a/pom.xml b/pom.xml
index 92b77a5..eac0b88 100644
--- a/pom.xml
+++ b/pom.xml
@@ -19,7 +19,7 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
   <modelVersion>4.0.0</modelVersion>
   <artifactId>apache-asterixdb-fullstack</artifactId>
-  <version>0.9.6-SNAPSHOT</version>
+  <version>0.9.8-SNAPSHOT</version>
   <packaging>pom</packaging>
   <name>hyracks-asterix</name>